model.txt

tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=13
objective=binary sigmoid:1
feature_names=dilep_m dilep_pt dilep_deltaR dilep_deltaPhi dilep_deltaEta dijet_m dijet_pt dijet_deltaR dijet_deltaPhi dijet_deltaEta ZH_pt_ratio ZH_deltaPhi deltaPhi_l2_j1 deltaPhi_l2_j2
feature_infos=[50.003826141357422:399.79974365234375] [60.000057220458984:765.932861328125] [0.27561086416244507:5.5445780754089355] [3.0517578125e-05:3.1413955688476562] [0:4.6064453125] [13.012477874755859:2634.171630859375] [0.34700503945350647:1062.5810546875] [0.39633730053901672:5.5457696914672852] [0.000244140625:3.1415836811065674] [0:4.77685546875] [0.092442228985807132:281.19466516975871] [0.000415802001953125:3.1415780484676361] [0.000244140625:3.1414794921875] [0.002269744873046875:3.1415882110595703]
tree_sizes=3308 3340 3350 3354 3367 3357 3378 3370 3379 3385 3406 3385 3378 3392 3368 3388 3399 3406 3411 3409 3393 3413 3410 3412 3402 3398 3402 3392 3402 3417 3388 3405 3399 3425 3395 3411 3389 3404 3400 3394 3388 3371 3392 3376 3374 3406 3393 3381 3383 3399 3389 3386 3368 3387 3371 3381 3391 3390 3387 3346 3399 3385 3375 3366 3345 3380 3355 3349 3362 3376 3354 3377 3370 3361 3367 3366 3339 3355 3381 3382 3389 3355 3353 3388 3351 3357

Tree=0
num_leaves=31
num_cat=0
split_feature=0 0 11 10 1 2 0 2 5 0 0 2 11 0 11 0 0 10 5 11 0 0 0 10 0 2 1 0 1 11
split_gain=6274.02 7706.63 1916.08 397.3 304.768 267.748 264.71 220.263 173.309 156.563 151.239 135.131 113.906 113.843 115.934 89.4926 81.9341 68.0441 57.5748 50.766 50.5732 45.8929 43.9272 40.274 38.9949 36.8912 34.1897 32.904 36.6438 32.4037
threshold=99.528697967529311 85.058849334716811 2.6636538823419298 0.68101180238055981 168.41827392578128 1.3474360108375552 94.479133605957045 1.4118336439132693 150.76911163330081 93.981758117675795 80.565628051757827 1.2482844591140749 2.8773022611909593 87.972286224365249 2.0491705238819127 77.41062164306642 95.105171203613295 0.50358327710828288 162.03706359863284 2.9033193310075487 96.480339050292983 88.567638397216811 87.035694122314467 0.81564722917511878 105.05214691162111 1.171525299549103 216.09744262695315 71.474803924560561 129.2554626464844 2.838218290601866
decision_type=2 2 2 2 2 2 2 2 2 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 16 10 -5 8 25 21 13 19 23 -12 -9 -15 26 17 -4 -14 -1 -8 -7 -10 -2 -13 -3 -6 -21 -29 -23
right_child=11 2 3 5 15 6 20 9 22 -11 12 24 18 14 -16 -17 -18 -19 -20 27 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.4200816991269181 -1.3894318684418627 -0.9238798454365007 -1.2770381887761368 -0.86157155633090476 -1.3497153724145703 -0.986999173437758 -1.0645299264305115 -1.3170811017386228 -1.2508801944726364 -1.3458795888109552 -1.3617436689264224 -1.3778072601682427 -1.1206295909160189 -1.2577777750002881 -1.0992098470347813 -0.98477436097866 -1.3607887977564674 -1.0477767486041376 -1.3404413079611366 -1.3917425832151042 -1.2210139316097579 -0.96653738910820453 -1.044527737265267 -1.1024819650286464 -1.4282617938299751 -1.0943782544639584 -1.0864199492913194 -1.3409149133270624 -1.1475453259019035 -0.87862551544986256
leaf_weight=747.54718928039074 6.8766961544752148 22.978228613734245 17.946499720215797 335.61631719768047 15.59835956990719 67.928340062499046 42.601971298456192 61.219368204474449 12.076149344444273 99.795956388115883 120.59376914799213 164.70525911450386 38.408863887190819 75.308209106326103 118.91652618348598 22.307331427931786 16.604705348610878 46.459630116820335 17.275602534413338 140.3852361291647 40.086106851696968 51.659083306789398 70.7796531021595 16.940153941512108 2189.4729658663273 28.345406100153923 7.2121447473764411 55.349017828702927 11.908425047993658 222.57014138996601
leaf_count=4457 41 137 107 2001 93 405 254 365 72 595 719 982 229 449 709 133 99 277 103 837 239 308 422 101 13054 169 43 330 71 1327
internal_value=-1.30597 -1.19561 -1.03077 -0.951194 -1.38206 -0.930874 -0.976687 -1.21169 -0.944838 -1.23967 -1.39223 -1.42233 -1.30712 -1.19817 -1.16069 -1.12719 -1.16272 -1.11166 -1.18882 -1.40793 -1.14039 -0.913414 -1.0746 -1.18533 -1.42473 -1.01804 -1.26647 -1.36419 -1.30668 -0.895186
internal_weight=0 2507.48 1330.89 924.329 1176.59 843.318 507.701 406.564 425.013 355.24 1131.47 2378 176.278 255.444 194.225 45.1178 81.0108 64.4061 55.6845 955.19 82.6881 342.158 82.8558 23.8169 2354.18 51.3236 22.8105 207.643 67.2574 274.229
internal_count=29128 14950 7935 5511 7015 5028 3027 2424 2534 2118 6746 14178 1051 1523 1158 269 483 384 332 5695 493 2040 494 142 14036 306 136 1238 401 1635
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=0 0 11 10 1 6 0 2 0 2 0 0 5 0 11 11 5 0 10 2 5 0 11 5 0 0 5 10 2 11
split_gain=5066.29 5288.13 1157.72 244.214 216.108 144.988 119.324 117.258 115.838 104.022 88.9544 77.3726 76.8587 67.9571 60.8448 58.6705 56.8097 50.1419 46.0627 40.9314 40.8205 38.4842 36.8176 35.987 31.9462 31.5728 29.9555 29.0063 28.1292 28.0764
threshold=99.528697967529311 84.275039672851577 2.5543908327817921 0.71710046937863303 133.35099029541018 110.00312805175783 77.41062164306642 1.2482844591140749 96.07092666625978 1.2182217836380007 95.105171203613295 87.765598297119155 150.76911163330081 95.105171203613295 2.0491705238819127 2.8904075940423692 73.372787475585952 82.42380523681642 0.50358327710828288 1.6090584993362429 213.20967864990237 105.8275604248047 3.011267097788402 154.48771667480472 88.196090698242202 87.523010253906264 257.21417236328131 0.50358327710828288 0.8183124065399171 2.9366008808189119
decision_type=2 2 2 2 2 2 2 2 2 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 13 15 8 22 26 12 -3 11 -11 16 18 -13 -1 -5 -17 -4 -7 -21 29 -6 -8 -14 -20 -2 -16 -25 -9
right_child=7 2 3 5 6 19 23 21 -10 10 -12 14 24 -15 27 17 -18 -19 25 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.10681099868515656 0.19660259158853041 0.27190350726668405 0.030682405802006221 0.19210908137562746 -0.070281130722502902 0.31840825216083324 0.26591591467714065 -0.090893728327764031 0.083347333507116178 -0.030076721699901929 -0.062137304902850514 0.033404324684036861 0.0683984575076938 -0.040257123669166409 -0.06804210292481179 -0.061834466060961872 0.286926907673349 0.11740600565711763 0.063813537173954077 0.26860129793333037 0.049877692020306875 -0.11902105330674347 0.085490601447153036 0.26670614798268361 0.20201292192840326 0.2212235641182578 -0.022058381131124318 0.15353560496869323 0.0079008008479833965 0.007207190710883514
leaf_weight=746.63207186758518 14.294868633151056 20.459113508462906 22.595856219530106 78.321366816759109 54.296491965651512 474.9079507291317 23.29931053519249 137.41695879399776 45.853975877165794 65.110944747924805 68.535958424210548 91.529926791787148 23.515434488654137 20.821379616856575 6.235411822795867 203.3364784270525 327.05301663279533 16.904877588152885 15.692590415477751 47.738372400403023 10.389781177043913 2019.6009466052055 21.057859018445015 5.9397339820861843 74.857439324259758 67.776178330183029 11.153624147176741 112.51157934963703 14.335085272789 37.037007108330727
leaf_count=4742 78 102 131 392 337 2303 126 857 258 391 416 533 131 126 34 1252 1622 94 84 242 56 12948 124 30 386 350 64 608 80 231
internal_value=0 0.0919795 0.209096 0.256171 -0.0777855 0.271554 0.0494189 -0.112653 0.235514 0.0528392 0.0398076 0.0651787 0.249365 0.124917 0.094674 -0.0934321 0.268607 -0.0480767 0.157342 0.308713 0.229507 -0.115129 -0.0267505 0.181141 0.170073 0.19163 0.100767 0.141901 0.0837207 -0.0700667
internal_weight=0 2659.71 1573.91 1209.52 1085.8 1082.64 118.928 2219.5 549.601 364.383 343.924 275.388 503.747 126.886 210.277 966.873 405.374 220.241 106.065 533.036 58.1282 2194.05 75.3544 43.5741 98.3729 83.4688 25.4485 118.747 20.2748 174.454
internal_count=29128 14950 8165 6081 6785 5390 697 14178 2789 2084 1982 1566 2531 691 1175 6088 2014 1346 565 2601 298 14036 461 236 517 434 142 642 110 1088
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=0 0 11 2 5 1 2 0 2 11 0 5 0 0 0 0 11 1 5 0 0 5 0 0 10 11 5 11 10 11
split_gain=4202.9 3927.45 806.725 171.251 168.527 147.736 105.478 88.8718 77.5205 76.1482 58.3703 57.4345 55.7333 48.8937 48.0361 57.2766 45.3694 38.5661 37.6886 35.7697 34.4114 34.0409 30.5394 30.1628 28.041 26.3628 25.8496 23.9197 23.3774 23.1491
threshold=99.528697967529311 83.336910247802749 2.5543908327817921 1.3857158422470095 150.76911163330081 180.87295532226565 1.4202668070793154 96.902145385742202 1.6222501993179324 2.8949722071462358 73.837390899658217 80.643367767333999 95.756240844726577 87.765598297119155 93.981758117675795 87.035694122314467 2.0491705238819127 129.2554626464844 160.78537750244143 87.972286224365249 87.035694122314467 159.45197296142581 85.81443023681642 105.05214691162111 0.54141237098346484 2.8119755182415251 155.79788970947268 2.9144024272733415 0.82405682914024214 2.7968710511922841
decision_type=2 2 2 2 2 2 2 2 2 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 24 7 9 21 11 19 -1 -11 22 13 -10 15 -6 -15 -12 -7 -3 -13 27 -5 29 -4 -22 -19 -2 -18 -8
right_child=6 2 3 4 14 18 23 -9 12 10 17 20 -14 16 -16 -17 28 26 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10237883190792063 0.010006908021799418 0.021208967441261054 0.028325578338079034 -0.01511733447815209 -0.0074341775598221159 0.24641030345391257 -0.097657235262272823 0.050254552963395316 -0.043178825383669947 -0.074672804775328741 -0.0092929632594907757 0.14904676004172679 -0.080862189914467086 0.0080908811755992099 0.0027713466311091229 0.15247175918530886 0.033577849096578419 0.22771940595105417 0.033191994318474104 0.16191144654943879 0.18758489014872337 -0.034199699047685904 0.16760454873133218 -0.11617187869205295 0.25210317348382222 0.25094754240670825 -0.0059521279735619565 0.23060505101221596 0.13790164528178775 -0.013211079030432305
leaf_weight=723.365114569664 8.5786456316709536 24.912341713905334 5.6586113423109046 9.8744174093008024 27.61613167822361 14.790520697832106 94.617839276790619 36.20181941986084 58.441631019115448 150.57301311194897 65.557247281074524 48.55120050907135 48.164469227194786 86.230841875076294 43.692155227065086 118.59385213255882 30.697326153516769 13.654375255107881 18.862699002027512 65.765609905123711 82.333082929253578 27.992686793208122 124.17123146355152 1875.1647560298443 537.26511053740978 324.323132827878 7.2466574162244788 11.510569572448729 71.533824741840363 49.415781766176224
leaf_count=4900 51 143 32 52 156 76 622 199 363 971 398 235 305 498 235 575 160 69 100 334 384 172 576 12957 2345 1440 41 63 363 313
internal_value=0 0.0795936 0.170013 0.206257 0.177283 -0.0790437 -0.109299 0.202334 0.0423893 -0.0862602 -0.0370698 0.211677 0.0175381 0.0367335 0.0947751 0.122269 0.0615141 0.0284185 0.126901 0.123256 0.228619 0.0370805 0.154144 -0.112785 0.249771 0.238119 0.146702 0.136404 0.106576 -0.068685
internal_weight=0 2738.08 1744.03 1358.28 815.357 994.05 2067.28 625.455 385.746 960.396 237.031 589.253 295.068 246.904 189.902 146.21 188.462 86.4583 33.6532 90.678 455.207 48.0819 134.046 2019.2 542.924 406.656 20.901 20.0892 102.231 144.034
internal_count=29128 14950 8395 6229 3852 6555 14178 2886 2166 6379 1479 2687 1689 1384 966 731 1021 508 176 477 2059 286 628 13892 2377 1824 110 114 523 935
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=0 0 11 0 1 0 10 2 0 0 11 1 1 5 2 11 11 0 11 10 5 0 0 5 2 0 1 11 10 11
split_gain=3539.27 2970.75 619.321 136.152 129.701 121.272 111.817 78.2788 68.0793 66.2609 66.0543 44.1725 43.5661 55.7073 41.3944 40.5549 39.5669 32.2633 34.0794 31.5453 31.2092 29.1643 25.1567 24.741 24.6884 24.0069 23.7256 23.674 26.1082 23.5302
threshold=100.71702194213869 83.336910247802749 2.8067713697725023 93.981758117675795 129.2554626464844 87.972286224365249 0.56803304852904879 1.0474086999893191 96.902145385742202 72.714050292968764 2.3558588474988942 144.57776641845706 147.18251800537112 159.45197296142581 1.2374888062477114 2.9480624442272867 2.8016359080844606 119.63136672973634 2.9512329886304305 0.70159644244768804 159.45197296142581 86.451595306396499 70.372509002685561 78.79190826416017 1.5046097636222842 86.451595306396499 222.73410797119143 2.1995252986722673 0.81983884121266992 2.5543908327817921
decision_type=2 2 2 2 2 2 2 2 2 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 16 29 -4 -2 12 26 24 -10 13 21 -5 -11 -1 18 -9 -12 -20 -8 -18 -23 -7 -15 -6 -16 -29 -3
right_child=7 2 6 14 9 10 8 17 11 15 19 -13 -14 25 27 -17 22 -19 20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10420284185898498 0.15622388089423891 -0.020076358101808946 0.015588042702929598 0.19513924506026437 -0.070285954139797199 0.17121870500213304 0.12158518739814389 -0.099292040061428333 0.03023314836010238 0.00012399831383969775 0.070240544592867535 0.22522516566877246 0.22458757638464238 -0.010205010519715405 -0.073091321129123518 0.16327336312443821 -0.085619922901905759 -0.11651511347144639 0.021085146246091334 0.16907377300213641 -0.10317258391936253 0.15628986458120905 -0.021108164816988993 0.21293358802004067 0.052616324082267046 0.13473183374852188 0.15504328614836443 -0.070015952682930538 0.04090301596004834 0.066016243508379188
leaf_weight=573.59601929783821 11.158282518386839 86.146944716572762 36.794153183698654 9.2410499155521375 58.763438895344734 20.321428418159485 48.708211377263069 339.86230674386024 40.559048742055893 26.842800050973892 38.380373403429985 16.281181797385216 398.67101734876633 12.966152831912039 58.540403932332993 35.236332848668098 132.07001036405563 1451.9969237297773 50.861570194363594 203.6626762598753 33.544277504086494 94.43430469930172 111.46278165280819 420.343845307827 128.7483896613121 96.350219413638115 5.0765396356582633 30.568434715270996 69.397502943873405 50.272621586918831
leaf_count=4170 57 528 196 40 393 94 222 2472 225 162 181 73 1639 71 376 169 916 10832 350 896 237 405 720 1752 680 436 25 184 378 249
internal_value=0 0.0692782 0.14257 0.06788 -0.0753065 0.0928338 0.187141 -0.107856 0.192735 0.0191657 0.121151 0.0860862 0.198392 0.18287 -0.0105946 0.0927281 -0.0898646 -0.109427 -0.0851679 0.153402 -0.0282969 0.195544 -0.0560935 0.202542 0.0687844 0.117541 -0.0523678 -0.022589 0.00698527 0.01165
internal_weight=0 2803.44 1860.39 695.28 943.048 527.532 1165.11 1887.42 1128.31 125.919 391.113 56.8402 1071.47 672.803 167.747 62.0791 817.129 1876.27 424.268 242.043 84.4058 563.486 243.533 514.778 149.07 109.316 63.84 158.506 99.9659 136.42
internal_count=29128 15180 8625 3606 6555 2628 5019 13948 4823 749 1851 298 4525 2886 978 331 5806 13891 3059 1077 587 2379 1636 2157 774 507 418 938 562 777
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 11 10 1 2 0 0 0 2 0 11 11 11 0 5 5 5 0 6 2 8 10 5 2 0 5 0 0 11
split_gain=3013.32 2333.62 518.461 136.962 105.974 93.4022 105.811 72.7995 62.9247 56.7864 54.8806 51.4207 36.5983 35.9525 31.2569 30.9115 29.135 28.7446 27.604 26.4351 23.6513 23.3625 28.4113 23.1305 22.4799 22.038 21.5895 20.4965 20.2115 20.6449
threshold=101.27822113037111 82.826137542724624 2.5543908327817921 0.63858440186425491 129.2554626464844 1.2482844591140749 93.761161804199233 95.756240844726577 86.753402709960952 1.4692279696464541 88.567638397216811 3.0085972567373003 2.6396452635526662 1.9130650629573547 66.562244415283217 211.16390228271487 159.45197296142581 202.07116699218753 95.105171203613295 115.91648483276369 1.5928799510002138 1.1746127009391787 1.608439323642292 195.56069183349612 1.6433947682380678 92.143825531005874 160.78537750244143 87.523010253906264 119.63136672973634 2.9512329886304305
decision_type=2 2 2 2 2 2 2 2 2 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 18 12 -5 8 10 -7 23 -3 -6 -1 20 -14 21 -10 19 27 -13 -12 24 -23 -2 -8 -15 -16 -4 29 -11
right_child=9 2 3 5 11 6 15 -9 16 28 13 17 14 25 26 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10620007220028155 0.072157502557104528 -0.014973436985937966 -0.030132200558160793 0.19495762783510068 -0.035483808223751155 0.082106404035908728 0.11261081012956962 -0.067587048724083595 0.17717982319762282 -0.099703773841566895 0.13943196130649618 -0.024377859487943195 -0.096382421340952623 0.12734328669091552 -0.0075328769348574527 -0.023532012572232371 0.12141684992351512 -0.022610091153398886 -0.062469951500683775 0.20377193634293689 -0.0045583805027213792 0.14132400289690347 0.0099113068008632073 -0.06786667543441903 -0.019517860924604773 0.050090102808393558 -0.081987535449245141 0.093286826146546709 -0.11460390018556524 -0.039358569310681525
leaf_weight=441.40220934152603 23.653154999017715 110.0138326138258 17.564742863178253 462.82641217112541 77.338706836104393 98.39146476984024 22.120777174830437 70.561486035585403 555.04226462543011 289.64198699593544 13.53824709355831 6.4719000607728985 141.7166386693716 98.799593076109886 113.70626950263977 28.090516477823257 112.72545012831688 13.149306252598761 22.218319416046143 23.589158281683922 72.478538796305656 88.026237800717354 20.233494609594345 23.53593398630619 30.812953665852547 58.964926347136497 59.23371858894825 57.523698091506958 1327.1887410283089 70.489794909954071
leaf_count=3448 137 669 91 1865 502 472 99 481 2261 2275 64 38 1060 452 789 144 485 71 139 112 410 411 100 162 154 291 420 267 10748 511
internal_value=0 0.0616686 0.122857 0.150212 -0.0737404 0.158086 0.140225 0.025158 0.156766 -0.105877 0.0436553 0.0133345 -0.087624 0.0701133 -0.0615654 0.0732728 0.167767 0.10071 0.0354442 0.154653 0.0181044 0.0901426 0.116763 0.00231933 0.0356981 0.0984697 -0.0330344 0.0644166 -0.108903 -0.0878922
internal_weight=0 2816.54 1939.93 1515.58 876.608 1418.27 955.443 424.357 766.159 1734.51 353.795 120.549 756.059 243.781 314.657 189.284 667.768 43.2104 97.3068 30.0611 86.0168 161.193 108.26 47.1891 52.9337 157.765 172.94 75.0884 1687.32 360.132
internal_count=29128 15295 8855 6488 6440 5991 4126 2367 3218 13833 1886 723 5717 1217 2269 908 2746 221 497 150 474 764 511 299 253 743 1209 358 13534 2786
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 11 11 0 10 1 0 2 0 2 0 0 11 6 5 10 4 10 10 8 1 2 5 3 0 2 11 5 8
split_gain=2583.25 1884.1 417.708 107.657 100.673 76.2304 69.389 65.6861 55.2883 63.5924 53.6925 43.1741 42.1725 41.2246 31.0277 28.8291 27.9357 24.2686 24.2426 23.3618 36.7395 30.2366 22.6081 22.0955 22.0458 20.9305 20.8649 19.8902 22.4993 23.9366
threshold=101.27822113037111 83.336910247802749 2.8067713697725023 2.7921680882573132 95.105171203613295 0.55343765055351046 180.87295532226565 87.972286224365249 1.5410895347595217 94.794811248779311 1.4692279696464541 70.372509002685561 86.451595306396499 2.2461399212479596 84.221565246582045 155.79788970947268 0.4606882262303495 1.5172119140625002 0.83740470532805211 1.608439323642292 1.4747924804687502 125.35630035400392 0.74363815784454357 192.28504943847659 0.94224610924720775 119.63136672973634 1.3575178980827334 2.9512329886304305 147.56919097900393 0.76492309570312511
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 11 -3 14 12 22 -5 -10 17 -7 19 -15 24 -8 20 21 -13 -2 -11 -9 27 -6 -12 29 -29
right_child=10 2 5 6 26 8 18 13 9 23 25 15 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.095540998392754206 0.27774298642335216 0.0072559193769056261 0.0011478360135480246 -0.075400462041615962 0.10880524334121502 0.092148729720802375 -0.040493119094314398 0.1879155095384509 0.043558931833238994 0.067540454767663127 -0.09670779061536279 -0.0454153233870273 0.15090736799400065 -0.05930423355385446 0.17618461975447805 -0.059520477081795788 0.11159479612982759 -0.042401257005488607 0.17346760860498361 -0.094342751770543631 0.14697321001231692 0.12382733804550401 -0.015471665580425016 -0.077469847077193232 0.046275871267529772 -0.11258193806055057 -0.03997184377985924 -0.11147863002905263 -0.10398697314485172 0.060555075420856433
leaf_weight=536.43175460398197 2.7957946360111228 137.56694658100605 35.243743017315865 143.94624237716198 10.211847230792044 47.407499834895134 6.899449139833453 12.338257029652594 40.183655261993408 70.118986174464226 269.7834612429142 35.665649399161339 409.93703362345695 9.8748589456081373 599.99033570289612 48.576448231935501 304.7307146936655 27.895857214927673 22.779720902442932 11.958453148603438 28.269928112626076 14.994406014680861 44.240155667066574 12.359816670417784 100.48290692269802 1221.3503796756268 122.54572367668152 11.26084618270397 28.690125077962875 28.704223230481148
leaf_count=4434 13 777 188 1102 47 196 35 55 185 337 2275 233 1664 49 2427 327 1286 148 104 74 176 70 286 68 518 10748 795 81 225 205
internal_value=0 0.0558578 0.110221 -0.0683447 0.050186 0.146069 -0.0217479 0.0678112 0.150398 0.126533 -0.10331 -0.0369824 0.141324 0.0861069 0.170031 0.0026701 0.106231 0.0411156 0.123729 0.0359086 0.0556426 0.00467726 0.00195687 0.04581 0.0617658 -0.106484 -0.0285278 -0.0844783 -0.036422 0.0120816
internal_weight=0 2790.41 1940.89 849.522 725.647 1215.24 313.09 592.89 1180 532.599 1606.82 283.411 450.121 455.323 647.398 139.465 314.606 140.717 29.6792 90.8884 78.93 50.6601 47.036 82.4788 112.821 1559.79 132.758 338.439 68.6552 39.9651
internal_count=29128 15295 8740 6555 3675 5065 2121 2833 4877 2254 13833 1982 1849 2056 2623 880 1335 721 139 553 479 303 299 405 573 13534 842 2786 511 286
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 11 11 0 11 2 5 1 2 10 0 0 2 6 10 10 2 0 0 0 0 10 5 5 10 11 5 8 10
split_gain=2224.85 1540.08 354.313 92.8924 80.3288 64.0733 62.955 63.9409 55.2969 50.9277 41.7158 38.2388 33.173 33.0916 27.4996 24.605 23.7962 23.5632 21.6575 21.2405 21.1937 21.1011 19.7894 19.5101 25.2702 19.0651 19.0031 19.8454 19.9683 18.7522
threshold=101.27822113037111 82.826137542724624 2.8067713697725023 2.7921680882573132 97.409866333007827 2.1527690961956982 1.5410895347595217 159.45197296142581 180.87295532226565 1.4692279696464541 0.79757761685828943 95.416049957275405 70.372509002685561 1.2182217836380007 84.221565246582045 0.70674536776269115 1.608439323642292 1.0474086999893191 119.63136672973634 94.479133605957045 88.567638397216811 86.753402709960952 0.73861126158611856 159.45197296142581 104.73088455200197 1.7274893086200114 2.9620089252763475 147.56919097900393 0.76492309570312511 0.81564722917511878
decision_type=2 2 2 2 2 2 2 2 2 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 13 14 11 12 29 -7 21 -5 -3 -4 -14 23 -12 26 -9 -19 -8 -10 24 -17 -13 -11 28 -28 -2
right_child=9 2 6 8 -6 10 7 19 22 18 17 25 15 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.093830653685585477 -0.09860207975862309 0.19575796766967513 0.08003332946436148 -0.071734288777072552 -0.061330553101844432 0.022119159637953315 0.065479733330193177 0.062824226048460996 -0.091182441292277913 -0.093391806512745257 0.17954790391727138 0.064984832395063294 -0.080728129041850893 -0.0040721905302483112 0.15849313493204098 0.017188812050709115 -0.087645785359676279 0.039901989197087505 -0.11076402376506229 -0.041826938055739421 0.097605105728608518 0.14241751665922639 0.14305200118435876 -0.035533049190935154 0.14548669003917622 -0.1390643338885868 -0.1081487081503768 -0.10046049847102721 0.056949702123862217 0.041588296823128153
leaf_weight=490.59483063966036 13.337012380361555 8.6825875341892225 48.235847383737564 136.56237983703613 66.145242027938366 119.1309819817543 39.581399723887444 87.613880202174187 4.2275315821170834 254.85146596282721 27.350532919168472 51.389935091137886 30.275794014334679 181.86886440217495 604.56073750555515 35.926562532782555 16.617346756160259 85.143074959516525 1122.3319327533245 24.908175572752953 252.16531713306904 358.63825336098671 24.567893296480179 23.071916691958904 26.807611033320427 5.0268955379724494 9.9266567975282651 25.466037981212139 27.96020445227623 33.527439571917057
leaf_count=4358 97 36 199 1102 455 580 173 386 22 2302 111 249 205 1052 2482 221 112 440 10748 140 1077 1449 110 161 149 26 77 215 192 202
internal_value=0 0.050928 0.0984005 -0.0670799 0.0438336 0.054149 0.131521 0.10715 -0.0230489 -0.100898 0.0734943 0.123854 -0.0371345 0.00503319 0.152696 -0.00152735 0.021884 0.0902781 -0.104235 0.0396584 0.0830397 0.13477 0.108663 0.0430957 0.0720132 0.0468035 -0.0812076 -0.0321936 0.0136926 0.00169194
internal_weight=0 2749.09 1960.44 788.652 740.487 674.341 1219.96 567.159 298.057 1487.4 483.79 454.636 269.262 190.551 652.797 132.699 102.423 364.659 1440.54 112.522 337.308 398.22 28.7954 85.8061 62.7342 56.4168 318.204 63.3529 37.8869 46.8645
internal_count=29128 15295 8855 6440 3751 3296 5104 2423 2082 13833 2208 1897 1950 1088 2681 848 643 1628 13534 526 1517 1622 132 531 370 275 2786 484 269 299
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 11 10 2 11 5 10 2 2 1 0 0 5 0 0 0 6 0 0 0 11 0 2 5 13 0 10 10 5
split_gain=1923.26 1262.42 335.845 115.414 74.4829 64.836 63.6691 46.4728 45.5434 42.0822 40.6838 40.2284 44.3128 34.811 25.7714 39.063 25.0674 25.5976 24.2279 22.9357 22.0597 20.6702 20.1472 19.8417 19.714 19.3672 17.2395 16.2989 21.5104 29.5649
threshold=101.88645553588869 81.071418762207045 2.5543908327817921 0.69607928170197997 1.2482844591140749 2.674494477110454 169.58464813232425 1.7846198300678446 1.2182217836380007 1.2182217836380007 133.35099029541018 96.902145385742202 87.765598297119155 95.290451049804702 92.829120635986342 87.523010253906264 93.345367431640639 61.573711395263679 119.63136672973634 63.005140304565437 95.416049957275405 2.9547038694196428 66.562244415283217 0.9411427676677705 154.48771667480472 1.1573028564453127 85.81443023681642 0.83358370580881969 1.2315007682519357 91.609138488769545
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 -1 7 13 -3 -2 22 12 -10 20 15 -4 17 -14 21 -12 26 -11 -7 -21 27 -8 -6 -23 29 -29
right_child=9 2 3 4 6 10 25 -9 11 18 19 -13 16 -15 -16 -17 -18 -19 -20 23 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.099292359538243724 0.050196807170769131 0.13797304497595167 -0.031866220988255554 0.15051134429145896 0.024051453313762745 -0.086809432321375793 0.095160073807671983 0.03505823526075199 -0.041603663727553461 -0.090391382101855614 -0.063830735589294335 -0.078732633327497192 0.097445191386417607 0.13559217850716698 -0.032189456542918826 0.096836844789227772 -0.017946758155572697 0.025148792265899479 -0.10871969342548141 0.14444805633330005 0.012061887370372018 -0.092299663041279414 -0.029328300303302086 0.01332158113621938 -0.098542441677025153 0.020531642658865014 0.1117563197519572 -0.051699762953927565 -0.038581969854006123 0.22626424191074893
leaf_weight=373.67554832994938 18.551012307405472 26.475790187716484 35.14647725969553 450.31352292001247 25.535289987921715 114.04530535638332 50.679823875427246 70.167033486068249 103.34059171378613 237.74786484241486 17.775772355496883 53.017351642251015 78.32966873049736 488.98555564880371 50.524700284004211 71.673292383551598 67.253597646951675 130.67771342396736 1038.9541965425014 20.181591629981995 32.164699405431747 10.65324082225561 131.04067704081535 26.949322521686554 24.462795205414295 110.8020731061697 183.22563871741295 5.9169465228915277 14.411919541656969 10.830662138760088
leaf_count=3592 97 111 188 1891 131 1016 227 309 730 2288 125 414 373 2059 280 304 389 607 10818 100 162 78 991 156 221 510 745 45 100 71
internal_value=0 0.0462744 0.0858853 0.107895 0.116948 -0.0712436 0.10123 0.112791 0.010655 -0.0993877 -0.0374327 0.00286328 0.0142594 0.120263 0.0266566 0.0544902 0.0351561 0.0522433 -0.101454 0.0329636 0.089151 -0.0766244 -0.0560759 0.0694703 -0.0272388 0.0439532 0.101028 0.0144778 0.0509843 0.128059
internal_weight=0 2711.98 2028.31 1569.22 1411.87 683.668 961.56 800.078 459.095 1361.53 309.993 432.619 379.602 729.911 157.344 106.82 276.261 209.007 1342.98 64.9067 240.926 304.023 245.086 47.1309 66.2756 161.482 208.761 41.8128 31.1595 16.7476
internal_count=29128 15410 9430 6806 6034 5980 4143 3406 2624 13718 2388 2513 2099 3097 772 492 1369 980 13621 381 1038 2803 2007 256 515 737 876 294 216 116
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 11 10 11 11 1 5 10 2 5 0 2 10 2 0 2 0 0 5 0 0 9 0 8 5 0 11 0 0
split_gain=1667.61 1048.65 289.035 74.352 66.5128 55.7902 53.1896 46.8555 41.7872 39.8202 34.7212 31.4898 35.9834 25.5894 25.3979 24.6586 23.5335 23.3612 22.0577 20.4298 19.8759 27.5608 18.9211 19.5748 19.1609 20.1835 18.4167 18.2632 17.5027 22.1745
threshold=101.88645553588869 80.565628051757827 2.8067713697725023 0.56803304852904879 2.1527690961956982 2.674494477110454 147.18251800537112 150.76911163330081 0.82405682914024214 1.3946657776832583 78.79190826416017 63.619663238525398 0.9411427676677705 1.4480916744823722 1.2182217836380007 93.981758117675795 1.0474086999893191 95.416049957275405 119.63136672973634 136.39455413818362 94.479133605957045 85.447349548339858 1.0371856689453127 87.283641815185561 1.6791534423828127 150.76911163330081 92.829120635986342 2.9620089252763475 86.753402709960952 94.794811248779311
decision_type=2 2 2 2 2 2 2 2 2 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 14 -1 7 10 15 -2 17 -7 -13 -12 -3 -6 -10 -5 27 -14 21 -16 24 -24 -18 -26 -25 -11 -9 -30
right_child=9 2 3 6 8 11 -8 28 16 18 13 12 19 -15 20 -17 22 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.097486901035752527 0.01023904795973442 0.14828707167000807 -0.018427891565367966 0.080385377083786569 0.026168064742012321 -0.0814082777592402 0.14179748255292102 -0.020483501131916475 0.15345887021748247 -0.088747843902123785 0.13126529630105035 0.1173604482230025 0.0030873718888489586 0.065009220353728692 -0.082535024626979592 -0.069878363478603364 0.037225340476147818 -0.045411494316311946 -0.10742799131349141 -0.067473011991147178 -0.07792993366983908 0.015170967370076125 -0.038166537164099179 0.077489147335333089 0.12522706184503243 0.040608143241883735 -0.00055199196642838214 -0.02612782989987622 0.084265478466201527 -0.022329168886871236
leaf_weight=339.9518375992775 33.556685663759708 9.1563282981514913 44.916264653205872 114.60140986740589 120.5155061557889 105.74681830406189 409.98230648040771 29.489800192415714 28.578759387135506 217.57219952344894 420.0810696259141 18.996192991733551 93.418100595474243 67.684158280491829 36.703194804489613 34.34916827082634 71.524188131093979 16.945155315101147 948.0711460262537 73.176373168826103 48.905166640877724 135.27620884776115 30.660813428461552 87.231055796146393 98.470762528479099 39.492900744080544 46.282929793000221 59.260479263961315 106.88413217663765 23.874925091862679
leaf_count=3531 205 39 238 482 587 968 1783 158 120 2258 1789 92 688 291 298 230 339 84 10778 586 381 721 197 360 452 192 241 477 435 128
internal_value=0 0.0425429 0.0776763 0.10787 0.0303244 -0.0699665 0.112639 0.0973041 0.0490036 -0.0972325 0.109775 -0.037854 -0.0130374 0.122071 -0.0149123 0.00486485 0.0659972 0.0641809 -0.100177 -0.0279062 -0.0216774 -0.00568108 0.0593079 0.0338889 0.0792287 0.101004 0.050436 -0.075343 0.0491079 0.0648027
internal_weight=0 2652.9 2021.61 1234.46 787.147 631.289 1189.54 779.561 557.106 1258.46 619.312 291.337 185.591 487.765 230.041 154.865 402.241 131.547 1224.9 166.594 220.885 171.979 373.663 164.175 209.488 137.964 133.514 276.833 160.249 130.759
internal_count=29128 15410 9545 5388 4157 5865 5150 3367 2718 13718 2646 2334 1366 2080 1439 817 1901 566 13513 1274 1400 1019 1781 798 983 644 601 2735 721 563
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=0 0 11 11 0 0 2 2 5 0 5 8 2 0 1 5 10 6 2 1 2 2 0 5 11 2 5 11 9 11
split_gain=1449.23 854.614 234.137 91.7578 84.2188 66.9841 40.2139 37.1232 37.6116 36.1875 32.5815 44.0237 31.6425 27.0526 26.5208 24.4598 23.7017 23.9676 16.032 15.8978 15.1084 14.2849 13.8252 13.6656 13.3829 13.3024 12.9974 21.1821 12.7045 13.2956
threshold=103.76415634155275 84.275039672851577 2.8067713697725023 2.8949722071462358 97.409866333007827 96.902145385742202 1.6090584993362429 1.3474360108375552 148.57019042968753 73.837390899658217 146.6023864746094 1.6901931762695315 1.7135109305381777 77.41062164306642 168.41827392578128 80.643367767333999 0.62134035578077185 96.551753997802749 0.74363815784454357 283.38887023925787 1.4433635473251345 1.0745633840560915 88.567638397216811 190.96205902099612 1.5991004407405855 1.0329728126525881 159.45197296142581 2.9262070973687853 0.69342041015625011 2.4563927094088958
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 25 -4 15 19 11 -8 18 -1 23 -9 -11 -18 -2 -5 -6 -15 -10 -7 -13 -3 27 -20 29 -23
right_child=12 2 5 9 20 14 10 8 22 16 -12 24 -14 21 -16 -17 17 -19 26 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.091396763367532052 0.20568189616269064 0.13913842029783272 0.13293800859556165 -0.046847440208224102 0.063261046490804204 0.023492155064499084 0.0041099463610999006 0.065144899461811345 -0.0061212913006916609 -0.089509655316673833 -0.0074191614828558365 0.014772071452515318 -0.10209375433797013 0.098758089415669159 0.1444932072358108 0.11929353316017517 -0.0062420165323743646 0.089772660021916917 -0.070726207621731291 0.19134258160484674 -0.073701484965838504 -0.057158274849336367 0.066738030401125567 -0.073142573868817465 0.098231625773556597 0.068553717723362231 -0.083038034140990535 0.08272438660137317 -0.069673131281553544 0.055733340323803941
leaf_weight=367.52663646638393 2.6263658553361884 31.590224638581276 414.75856944918633 118.66028418391943 8.9350552633404714 65.568365968763828 124.38487376272678 106.55214588344097 34.401803717017174 13.409453138709067 177.12486492842436 22.784102380275726 1043.3526435047388 7.2013474255800238 15.433611154556273 384.28358638286591 43.288126967847347 65.093218550086021 19.958884954452515 2.8699146211147299 81.683456622064114 21.173559211194515 107.19356524944305 18.838489197194576 122.58780749887228 172.47212764620781 42.463950484991074 16.37672770768404 79.458270221948624 20.564918152987957
leaf_count=3994 11 135 1879 1007 50 350 607 440 155 89 913 133 12629 35 70 1650 254 316 204 12 702 207 451 127 551 757 411 118 718 153
internal_value=0 0.0382368 0.0739157 -0.052914 0.0301252 0.102226 0.042699 0.109688 0.0944406 -0.00261664 0.0259032 0.047783 -0.0974081 -0.0775919 0.0239632 0.107539 0.0359067 0.0514239 -0.0373688 -0.0412226 -0.0601969 -0.0380769 0.0490362 0.00192457 0.085151 0.0794807 -0.0454696 -0.0015649 -0.0462075 -0.00153557
internal_weight=0 2627.84 1888.59 739.246 741.563 1147.03 650.944 1047.19 632.431 243.321 446.882 269.757 1124.78 495.925 99.8405 490.836 121.791 108.381 81.4259 121.53 90.6185 128.398 141.595 84.4069 145.372 204.062 78.7996 36.3356 121.197 41.7385
internal_count=29128 15755 8970 6785 3848 5122 3096 4575 2696 1678 2204 1291 13373 5107 547 2090 659 570 744 1019 752 1113 606 477 684 892 733 322 1078 360
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=0 0 11 0 10 11 11 2 5 2 10 0 2 5 0 0 0 9 10 0 0 4 0 6 0 9 11 11 10 5
split_gain=1262.96 710.881 241.384 74.7496 53.9244 51.8561 51.3978 43.665 40.4944 28.1932 27.6769 26.9818 26.7794 26.5935 21.2337 20.4216 20.2325 18.7548 18.0268 17.8145 20.5415 17.3502 16.5505 16.1373 15.1681 14.7364 14.4013 13.7115 14.1011 13.6319
threshold=104.4355926513672 80.565628051757827 2.8855178972058977 97.409866333007827 0.56803304852904879 2.674494477110454 2.2869800368892119 1.2482844591140749 150.76911163330081 1.2482844591140749 0.65049571081271096 63.619663238525398 0.9817376732826234 72.496841430664077 94.794811248779311 87.523010253906264 95.416049957275405 0.30789184570312506 1.4480916744823722 87.283641815185561 92.264411926269545 1.5875740051269533 87.035694122314467 57.013532638549812 123.62855529785158 0.69342041015625011 2.9585756679349626 2.2115988358855252 0.88902885066707826 153.17446899414065
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -1 15 -6 13 -2 -8 -7 -13 16 22 -3 -9 -14 -15 25 -21 23 -10 -17 26 -12 -11 -5 -29 -28
right_child=9 2 4 27 7 11 10 8 14 24 19 12 17 18 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.093117654375300521 0.029455222818409815 -0.046430453036529672 -0.019837447459975444 -0.099541841034392231 0.13016556474653182 -0.075676283142314948 -0.0063459360969762152 0.068840328551795102 -0.016968126994671033 -0.08970208795794693 0.06976248983071133 0.095142469127354634 0.052965472635330441 0.1174542302766257 -0.045728549683083902 0.070611891481761946 -0.066004529473556672 -0.039520080401013194 0.058501075706249156 0.086244075079625004 0.040353106407503336 -0.047558785952230613 0.076487626751267634 0.005460206833772567 -0.10538238842173223 -0.0080224146486512424 0.0070026747147162701 -0.080689521904102432 0.008633569318295042 -0.096280846369571224
leaf_weight=293.26766651123762 17.554313935339451 68.82835877686739 38.296347476541996 36.900278970599174 339.97938145697117 94.751231104135513 68.584488555788994 77.180906251072884 24.196643672883511 193.79370351135731 40.886785283684731 21.456430777907372 26.356549590826035 368.04484692960978 25.007770881056786 62.215859964489937 13.001478038728235 130.44202407449484 60.377708196640015 277.22011849284172 150.48667626827955 34.319036945700645 87.384813904762268 97.74356447905302 760.2799238935113 60.239246346056461 34.221737615764141 28.405651457607746 46.778771832585335 20.394456773996353
leaf_count=3531 94 527 203 372 1617 968 356 326 128 2401 212 107 200 1655 146 315 71 1059 268 1168 662 194 356 498 10245 355 286 235 341 232
internal_value=0 0.0350245 0.0629546 0.0271977 0.0966058 -0.0639205 0.037203 0.101087 0.0859979 -0.0961864 0.0534217 -0.0325564 -0.00963605 0.0987565 0.0375558 0.000376182 0.0493999 -0.023974 0.109146 0.061173 0.0700975 0.0169587 0.0562216 0.0308008 -0.0983729 0.0234272 -0.0769198 -0.0496169 -0.0251139 -0.0315648
internal_weight=0 2572.35 2006.08 972.609 1033.47 566.274 860.524 995.174 655.194 1026.24 597.417 273.006 178.255 518.605 136.589 263.107 90.1824 156.799 428.423 528.833 427.707 194.278 111.581 159.959 1008.69 101.126 248.41 112.085 75.1844 54.6162
internal_count=29128 15870 10005 5235 4770 5865 4287 4567 2950 13258 2753 2334 1366 2320 630 1534 397 1259 1923 2397 1830 1007 484 813 13164 567 2919 948 576 518
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 0 11 0 0 2 11 5 7 2 10 11 5 6 2 11 10 10 0 2 0 0 0 0 9 10 9 1 8 1
split_gain=1102.45 598.085 212.247 62.1631 62.9547 52.2286 44.747 42.0208 30.7008 27.2376 26.1412 24.2005 21.3414 24.604 26.6906 21.3054 18.9898 17.446 17.311 16.8953 14.7498 21.4066 14.432 14.3965 14.2306 13.7149 13.4758 13.3862 13.2279 13.8519
threshold=104.4355926513672 79.591171264648452 2.8855178972058977 93.981758117675795 88.567638397216811 1.3766099810600283 2.674494477110454 148.57019042968753 1.2190983891487124 1.4118336439132693 1.4241589224156175 1.9130650629573547 154.48771667480472 155.37651062011722 1.1044068336486819 2.5543908327817921 0.88469172475720625 0.72309374279096106 61.820037841796882 1.3678287267684939 94.794811248779311 86.451595306396499 119.63136672973634 88.567638397216811 0.65911865234375011 0.4606882262303495 1.4823074340820315 184.01551055908206 1.9363708496093752 96.171287536621108
decision_type=2 2 2 2 2 2 2 2 2 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 15 26 -1 8 17 -2 28 -6 13 18 -15 27 -5 -7 -8 -18 21 -9 -11 -12 -17 -13 -4 -3 29 -10
right_child=9 2 5 16 11 7 12 20 10 22 23 25 -14 14 -16 24 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.093078131528578023 0.001150698492920051 -0.032452316564020443 0.12455695841906174 -0.061778249494777504 0.0079239312806724995 -0.058649426845566566 -0.08175184717357159 -0.044283334148725956 0.066415315618678736 -0.072494101652266094 -0.037387065623498077 -0.04544545938365175 -0.071094717091500184 0.17533912819354103 -0.050562273205115117 0.069851131891772666 0.084284231062335707 0.054818576785614054 -0.0033531904356634309 -0.013794644004642113 -0.042001327692501159 0.061429075581028662 -0.10366339402668259 0.066815320531616804 0.0017953403251520284 0.072539225424217216 0.074235560176141357 0.15620011868205941 0.13595462240297615 0.11696720955701928
leaf_weight=260.90112067759037 28.971992574632168 137.93369191139936 346.05509500950575 77.059655696153641 75.651893094182014 19.062379769980907 40.468592844903469 24.320600129663944 101.96615978330374 186.43998628109694 17.893909856677055 10.106354251503943 95.518389254808426 13.381068408489229 8.5863307714462263 51.12853417545557 20.179435662925243 46.861295573413372 92.636553034186363 135.49781231582165 27.98940297961235 90.198021754622459 730.9572791159153 51.185031659901142 76.992980949580669 392.02337552607059 62.887949503958225 3.866701364517211 109.07259804010391 115.72094264626503
leaf_count=3403 190 1016 1719 585 383 93 451 143 466 2295 80 48 897 73 73 245 93 210 738 939 176 373 10773 231 410 1664 304 17 504 536
internal_value=0 0.0323743 0.0571234 0.0239542 0.0380025 0.0892198 -0.0640909 0.0705423 0.0851919 -0.0943141 0.0957146 0.0598124 -0.033911 -0.0110073 0.0870417 -0.000602671 -0.0211782 0.0220084 -0.0271891 -0.00108131 0.0230737 0.0389787 -0.0973289 0.0398232 0.0289539 0.069574 0.116818 -0.027308 0.10753 0.0932883
internal_weight=0 2505.15 1993.65 980.44 747.704 1013.21 511.492 604.27 461.762 946.369 395.839 477.782 250.591 155.073 21.9674 269.922 232.737 65.9237 133.105 155.677 142.508 114.519 917.397 69.0789 128.122 402.13 408.943 141.8 326.76 217.687
internal_count=29128 15870 10235 5400 3783 4835 5635 2812 2120 13258 1817 2095 2232 1335 146 1688 1617 303 1189 1032 692 516 13068 311 655 1712 2023 1033 1506 1002
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=0 0 11 11 0 0 0 2 2 2 2 5 0 0 11 10 10 5 11 1 9 6 1 5 10 5 5 5 11 7
split_gain=962.536 506.055 162.77 70.8657 65.9799 47.9053 38.8824 35.2429 31.9611 31.1519 27.5136 25.7108 24.0876 22.6996 18.6033 18.5417 26.3118 23.06 18.0337 16.6771 15.2325 14.6311 14.291 14.074 13.9402 13.6374 17.1918 14.3986 13.2248 19.4308
threshold=104.4355926513672 84.275039672851577 2.8855178972058977 2.6396452635526662 93.981758117675795 97.963001251220717 66.562244415283217 0.8183124065399171 1.2482844591140749 1.3857158422470095 1.7135109305381777 155.79788970947268 88.567638397216811 93.761161804199233 2.5543908327817921 0.69607928170197997 1.1843169781411711 94.65158843994142 2.1995252986722673 166.30876922607425 1.0371856689453127 61.573711395263679 71.446186065673842 162.03706359863284 0.81564722917511878 186.35477447509768 104.0932083129883 125.1496047973633 3.0021136124902452 2.1734994649887089
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -5 -8 -4 -3 24 15 -10 23 21 -9 17 -17 -6 25 -20 -11 -19 -14 -2 26 -7 -28 -26 -30
right_child=10 2 5 6 18 19 7 11 12 14 -12 -13 13 -15 -16 16 -18 22 20 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.082611504345946593 -0.10706782024549427 0.087455854806295572 0.12164192459096253 -0.064443094989645594 -0.063526809161030734 -0.058510079048118127 0.14225153014142264 -0.06589837965117433 0.039607659378259504 0.043301575216343167 -0.097614900228570112 -0.053547424178323977 0.11086646271353717 0.044875367281030074 0.052066773432407093 0.0053466956054653916 -0.019585867207926766 0.26341616320943417 0.026400552712900746 0.11818012046783216 -0.034976999103882189 -0.0037809673855083376 0.094889202888592983 0.058678416782844411 -0.040486042291116187 -0.10766265554188298 0.14978845323266363 -0.00082066050618953351 0.14979873049542144 -0.075087548624436853
leaf_weight=289.21684268116951 18.207358099520206 126.81686954200268 275.14455851912498 113.67473092675209 65.967390090227127 20.107442066073418 17.694243311882019 22.224689483642578 116.70802024006844 107.77070528268814 804.01515875384212 72.249037183821201 296.15899702906609 87.199002765119076 249.79609632492065 31.908078029751778 55.778944209218025 5.7620682939887038 88.760244242846966 11.36566539108753 74.266594581305981 170.2973852455616 39.702979199588299 62.596513822674751 34.464388482272625 12.321210779249666 11.250958926975729 14.56549386680126 10.579906016588213 6.0328949987888327
leaf_count=3828 214 573 1475 1262 598 110 79 173 519 527 12537 598 1422 395 1063 216 365 38 530 54 489 850 226 260 381 91 53 76 73 53
internal_value=0 0.0299384 0.0573393 -0.0457739 0.0267912 0.0870882 -0.0160964 0.00630622 0.0937112 0.0429518 -0.0924044 -0.00426134 0.0800529 0.0906376 0.0322599 0.0186563 0.0327695 0.070513 -0.019411 0.0073765 -0.00155988 0.0144668 0.116248 0.101761 -0.0319391 -0.0142452 0.0108184 0.0648157 -0.00515818 0.0681319
internal_weight=0 2439.3 1791.09 648.212 883.675 907.418 358.995 245.32 837.807 654.681 873.3 227.626 562.663 445.955 527.864 155.377 133.152 77.3731 228.994 69.6108 163.027 278.068 45.465 358.756 69.2845 58.2451 45.9239 25.8165 51.0772 16.6128
internal_count=29128 15870 9085 6785 4630 4455 2957 1695 4071 3013 13258 1616 2596 2077 2440 1018 845 480 1617 384 1019 1377 264 1682 721 330 239 129 507 126
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=0 0 11 11 11 2 10 0 0 2 2 9 0 0 0 2 2 0 9 6 1 6 5 5 7 11 0 0 10 10
split_gain=841.007 428.441 161.354 58.1496 40.6148 40.0612 35.9478 30.0027 28.1341 27.4643 27.385 25.3589 19.9935 19.0761 18.2167 17.7915 16.3509 16.3435 16.0958 15.0965 17.5566 14.2558 14.4341 12.9907 12.7405 18.6381 12.1513 16.112 11.7369 11.5759
threshold=104.4355926513672 79.591171264648452 2.9648261815309529 2.4791165331946776 2.6339110453897203 1.510974705219269 0.77879032700727169 97.963001251220717 98.491699218750014 1.088234066963196 1.8708547353744509 1.0371856689453127 87.523010253906264 63.619663238525398 84.671977996826186 0.9411427676677705 1.6291309595108034 95.105171203613295 0.28581619262695318 59.220720291137702 61.590749740600593 90.886474609375014 178.59023284912112 76.115280151367202 2.1022710800170903 2.9441184421354021 98.491699218750014 87.283641815185561 0.57998176828999715 0.7835275562320102
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 21 17 12 14 -8 24 -11 28 -6 -3 29 23 -5 -17 20 -18 -4 -23 -16 25 -2 27 -13 -7 -15
right_child=10 2 5 6 13 7 9 -9 -10 11 -12 26 -14 15 16 18 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.09077449715687344 -0.063452359695388982 -0.053538981813003622 0.044530832848609266 0.015098060101815136 -0.06946143056154333 -0.11052094570110123 0.11525663149720655 -0.025025673197840537 -0.083150398272598652 0.064842320513038829 -0.09757053528837685 -0.02652108496871515 0.083177297387979188 -0.074553019247468155 -0.049068393632779157 0.05351336329551229 0.19884795063977045 -0.067497188441664885 -0.037382729606489411 -0.020394010659464504 0.019643915690479047 0.12202936064898931 0.067854858588947159 0.06851940774604455 -0.076684806306331246 0.058594162115576331 -0.059067139241839456 0.04169235825780257 0.034934963006071872 0.12318515212123263
leaf_weight=212.94719360023737 26.734843242913485 48.126608684659004 33.241242684423923 134.40501865744591 85.86946702003479 6.1133917719125739 63.918559551239014 36.585803806781769 41.304413057863712 300.60952271521091 703.09044683352113 43.931261368095875 256.25331589579582 3.7311764061450985 10.914776049554346 23.179529078304768 5.8180914819240561 29.153743550181389 122.10951163619757 147.99795630574226 90.580409482121468 295.67696316540241 58.993802465498447 67.484761916100979 52.766080476343632 23.52136205136776 17.703189998865128 163.48577217012644 59.922288976609707 14.334681652486323
leaf_count=3228 372 504 156 639 1044 40 332 206 463 1434 11976 253 1213 20 52 179 31 224 1096 823 483 1623 309 311 694 216 135 728 276 68
internal_value=0 0.0277001 0.0485836 0.0253308 -0.0587044 0.0848718 0.0418557 0.0607917 -0.00486306 0.0533616 -0.0905152 0.0458364 0.0705335 -0.0313025 0.00385469 -0.0112438 0.0124117 0.000375763 -0.0228811 -0.00033553 0.0304597 0.107149 0.113018 0.0521488 -0.0423649 -0.00633105 0.0204572 0.0272446 0.0214691 0.0823459
internal_weight=0 2374.39 1912.22 1165.43 462.172 746.787 753.207 358.875 412.227 589.648 806.113 525.73 322.289 249.224 370.923 163.355 322.796 163.559 145.289 244.396 96.3985 387.912 354.671 78.3995 103.022 50.2562 225.12 207.417 66.0357 18.0659
internal_count=29128 15870 10235 6412 5635 3823 3745 1735 2667 2882 13258 2550 1529 2407 2204 1363 1700 863 1275 1337 514 2088 1932 363 1282 588 1116 981 316 88
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=0 0 2 11 5 11 8 10 0 2 0 0 0 0 10 5 1 5 9 2 2 8 11 8 0 0 6 1 11 6
split_gain=735.668 354.979 144.111 79.5738 54.9954 38.6129 38.1115 30.3171 28.3064 26.3792 23.4635 21.0612 26.3101 19.4997 19.2325 22.2889 24.7888 18.3901 17.0914 16.421 15.8478 18.6904 15.616 14.9389 13.7388 13.1428 13.0587 13.4184 13.4033 12.7692
threshold=105.8275604248047 79.591171264648452 1.3857158422470095 2.5487339814477648 147.56919097900393 2.6339110453897203 1.1444002985954287 1.5409840744270129 96.902145385742202 1.0161738991737368 119.63136672973634 85.81443023681642 94.479133605957045 87.283641815185561 1.608439323642292 159.45197296142581 118.25336837768556 77.95935440063478 1.526786804199219 1.1946270465850832 1.5410895347595217 1.4747924804687502 2.99276668031747 1.9258944392204287 97.963001251220717 88.567638397216811 57.013532638549812 61.590749740600593 1.0412576794624331 232.38639068603518
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 6 -1 11 23 13 -3 19 -5 -13 -4 15 16 20 -18 22 -2 -7 -22 -11 -8 25 -6 27 -15 -29 -20
right_child=10 2 3 4 24 14 7 -9 -10 18 -12 12 -14 26 -16 -17 17 -19 29 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.088730600500962847 0.080989552088652841 0.11542702959499225 -0.040117472093929463 -0.061517841089445635 -0.023441054661521098 -0.056632634050168273 0.068464805771575446 0.01897695762863711 -0.072127113359403 0.05878659231911753 -0.099326987309813375 0.057701249015180971 -0.02804537737934041 0.19888460201100425 -0.094639492932598074 -0.062578218799798163 -0.049021607056242075 0.11397573119752465 0.037143625138325358 -0.063077912207495368 -0.038396021545649847 0.093956632325756656 0.10950238094761955 0.10797243300746405 -0.057426267728542493 0.028335903357353753 -0.0019390433798938502 -0.04141582454448775 0.053553769068758632 -0.12796229997878406
leaf_weight=196.8970412760973 8.3730218261480314 215.0147682055831 86.043738044798374 26.289084397256374 70.317230112850666 53.158089630305767 225.72200682759285 83.885668478906155 61.224960900843143 133.02016375213861 574.42564124986529 131.07442283630371 49.221755888313055 5.2618668079376212 37.78845226764679 70.319666035473347 9.0872940197586995 29.048142164945602 59.83965790271759 143.58990285173059 22.222148984670639 20.524209506809711 111.69215045124292 166.16786754503846 31.801802061498165 161.90229444950819 175.41294749081135 18.524958424270153 75.131146982312202 5.0820448845624915
leaf_count=3228 43 1245 761 142 384 589 1115 403 720 679 10843 597 288 25 413 765 68 190 305 2142 213 169 632 827 292 703 868 97 355 27
internal_value=0 0.0251684 0.0439611 0.0268723 0.04297 -0.055843 0.0579648 0.0735377 -0.00926267 0.0885187 -0.0900829 0.0220997 0.034292 0.00141753 -0.0291012 -0.0169824 0.00693801 0.0751351 0.0698331 -0.0551399 -0.0201799 0.0251517 0.0819344 0.0852167 0.00421587 0.0126576 0.014445 0.043499 0.034769 0.0242192
internal_weight=0 2331.68 1892.63 1367.98 946.382 439.045 682.361 475.776 421.6 524.649 726.389 206.585 180.296 360.375 242.148 204.36 134.04 38.1354 309.634 151.963 95.9044 42.7464 244.712 391.89 264.021 232.22 274.331 98.918 93.6561 64.9217
internal_count=29128 16100 10465 7577 4751 5635 3372 2345 2826 2888 13028 1027 885 2106 2407 1994 1229 258 1643 2185 971 382 1311 1942 1379 1087 1345 477 452 332
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=0 0 11 0 11 2 0 0 2 2 5 5 5 10 0 11 8 9 10 10 10 11 2 2 10 10 5 11 1 1
split_gain=643.41 301.321 116.226 64.9635 54.3646 36.5239 34.0381 31.9135 24.1861 21.8592 22.1003 21.5041 30.411 19.9924 19.1276 18.4211 17.2235 14.8274 14.5461 14.1376 13.3468 13.3188 12.8208 13.2276 12.0537 11.5406 11.328 14.6717 17.7472 11.247
threshold=105.8275604248047 85.447349548339858 2.933217052613394 93.981758117675795 2.9792487343126024 1.2482844591140749 67.23999404907228 93.761161804199233 1.8708547353744509 1.3857158422470095 146.6023864746094 159.45197296142581 94.65158843994142 1.3533609964503668 88.567638397216811 2.1153027454959319 1.6277656555175783 0.69342041015625011 0.71710046937863303 0.81983884121266992 1.3723837995411108 1.6804251710521145 1.6745317578315737 2.8070266246795659 0.69607928170197997 1.8269096003146192 134.82236480712893 2.8904075940423692 107.68405532836915 64.500179290771499
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 -4 -1 14 26 -3 16 12 -6 24 -7 -8 -11 -17 -9 -5 -20 -21 -12 -24 -14 -18 27 -2 -29 -27
right_child=8 2 5 19 11 7 15 18 -10 10 22 -13 13 -15 -16 17 25 -19 20 21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-0.088654851061270856 -0.064852677957466465 0.075032216880223129 0.11106256204365231 -0.060580571142060703 -0.024997620583849606 0.032748613630217992 -0.07576384173981271 -0.055555797218211335 -0.095517979553979684 0.021411151675089633 0.043387781961942595 -0.042829556473227462 -0.012278642168095745 -0.04488949980880904 0.088972774813246683 0.015129665995508241 0.083510139220101448 -0.038132126863103626 0.054069102163097654 -0.072546822684716183 -0.028373439841097275 0.0043040827849570237 -0.017108293475322691 0.13445159449489738 0.11623843265411189 0.16375415668968482 -0.070867731347847601 0.30048023006950458 0.023650232861135767 0.012932684834565628
leaf_weight=168.87317624688148 17.566904745995998 134.49645362794399 214.99130361527205 65.314557358622551 49.919631458818913 77.051487311720848 73.604418274015188 21.82045791298151 584.25733725726604 153.66606739163399 60.818480670452118 49.4706851541996 8.4525861516594869 11.501870870590208 281.8229638338089 83.894162286072969 126.3614744246006 138.64954412728548 80.851624682545662 26.246465753763914 25.936315655708313 160.16597086191177 143.96012172102928 5.9985028952360144 53.423438154160976 5.5051031410694113 48.443953290581703 2.6645305082201984 17.695283379405737 48.540132716298103
leaf_count=2729 284 674 1386 579 375 359 1086 136 11823 704 267 420 68 85 1469 697 590 1364 399 269 134 1057 672 28 306 25 728 30 163 222
internal_value=0 0.0232596 0.0460183 0.0228492 -0.0350313 0.0767271 -0.052827 0.0615844 -0.0882163 0.0389283 0.0300161 0.0128674 0.0352147 0.0761777 0.0769013 -0.0323968 0.0460135 -0.0180536 0.0188434 -0.0205442 0.0340457 -0.00651636 0.00466073 -0.0110457 0.0986823 0.0669692 -0.0388238 0.00210605 0.0598795 0.0282955
internal_weight=0 2271.34 1633.55 931.073 637.79 702.474 465.021 487.483 670.628 679.346 544.85 172.768 123.298 73.3779 358.874 296.148 334.073 222.544 128.608 251.727 106.788 186.412 210.777 149.959 61.876 180.407 86.3707 37.9267 20.3598 54.0452
internal_count=29128 16100 8970 5087 7130 3883 5876 2497 13028 3182 2508 1254 834 459 1828 3147 1541 2061 669 1905 533 1326 967 700 374 837 1205 477 193 247
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=0 0 2 11 5 11 5 2 10 0 0 0 10 10 2 5 0 5 10 0 11 12 4 13 2 2 12 6 13 6
split_gain=562.773 254.875 114.165 57.5005 42.1756 34.8821 31.7025 26.2922 26.0538 25.3021 22.6396 18.4639 16.9655 18.3382 19.0644 16.8937 15.7457 15.4784 23.2419 14.4713 14.2624 13.1241 18.2754 15.0257 12.6621 12.089 18.8945 11.4794 11.4462 14.373
threshold=105.8275604248047 79.591171264648452 1.3857158422470095 2.5487339814477648 147.56919097900393 2.6339110453897203 98.567245483398452 1.0161738991737368 1.7846198300678446 119.63136672973634 96.902145385742202 95.416049957275405 1.608439323642292 0.69607928170197997 0.9411427676677705 137.08075714111331 88.567638397216811 156.92542266845706 1.4938116638774384 88.567638397216811 2.8119755182415251 2.3472576141357426 1.1849517822265627 1.4557266235351565 1.0329728126525881 1.6669397950172427 1.6728878021240237 120.05129241943361 1.1008987426757815 17.366885185241703
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 6 -1 11 -3 -8 20 19 16 13 -7 27 21 -5 18 -9 -4 24 22 23 -16 -2 26 -6 -15 -21 -30
right_child=9 2 3 4 25 12 8 17 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.084911929097732819 0.30500992959777529 0.10781394145169472 -0.028796862306268507 -0.00054068300420597425 -0.064646460732222799 -0.067534378979759349 0.075969396140334086 0.091998001290735917 -0.029679405151705314 -0.097011821663264344 -0.067638202353404092 -0.028968535001193198 -0.090599345056034827 -0.066484665199133833 0.20720719402938925 -0.061955164362252624 0.054983347717259656 0.02687038010316195 0.0020908380523802679 0.046409340262340712 -0.008967334835510014 -0.02011427344330145 0.20748164232349442 -0.0027906580897685308 -0.079075900775707794 -0.013140041968123071 0.054776432632539979 0.12204176044353776 0.12476452309731345 -0.0072106724364205529
leaf_weight=170.88731183856726 0.86764137446880241 191.69221803545952 113.86605760455132 76.131886810064316 16.285109288990498 48.168151926249266 348.44148074090481 162.41877291351557 25.018141649663448 484.0026913434267 56.245045036077499 52.525738969445229 33.872051857411861 3.9205594174563911 3.9447276480495956 43.528913643211126 155.17633259296417 94.526564404368401 34.938115283846855 76.548605091869831 55.131521657109261 46.149578347802162 6.847725447267293 25.007555320858955 79.869765769690275 172.87272377684712 71.044126149266958 18.330906219780445 8.7073715329170209 157.81238021701574
leaf_count=3228 4 1245 923 372 81 563 1820 971 122 10843 720 318 413 46 35 504 740 496 176 373 702 443 52 236 1479 942 356 115 42 768
internal_value=0 0.0214874 0.0374287 0.0223065 0.0362562 -0.0506977 0.049746 0.079041 0.068892 -0.0863074 -0.00867006 0.0245543 -0.0252516 -0.0139525 0.00351817 -0.0116095 0.0367084 0.0601446 0.0760817 0.000622027 -0.0481752 0.0151325 0.0605689 0.0258214 -0.0749483 0.0021799 0.0325065 0.0888247 0.0144034 -0.000309647
internal_weight=0 2214.91 1814.25 1330.67 917.496 400.657 657.294 483.576 373.46 619.872 413.179 283.834 229.77 195.898 147.73 125.479 231.308 291.883 197.357 356.934 135.869 81.9496 35.8 28.9523 80.7374 260.202 87.3292 22.2515 243.068 166.52
internal_count=29128 16100 10465 7577 4751 5635 3372 2888 1942 13028 2826 1430 2407 1994 1431 1270 1112 1643 1147 2106 2185 766 323 271 1483 1379 437 161 1183 810
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=0 0 11 0 0 2 2 0 0 9 2 11 10 10 11 10 6 11 2 11 10 0 5 6 5 8 10 10 5 5
split_gain=491.816 217.73 95.4856 49.8619 41.7237 34.5578 34.4922 25.7314 25.522 23.053 20.5791 19.0706 16.7708 14.7151 14.4835 14.1681 13.2943 13.1502 12.2813 12.2531 12.0819 11.9642 11.3865 12.0078 11.325 19.0468 15.2356 11.0711 10.8543 12.569
threshold=105.8275604248047 85.058849334716811 2.9648261815309529 93.981758117675795 66.562244415283217 1.4966977238655093 1.1333147287368777 97.963001251220717 119.63136672973634 0.63467407226562511 0.9817376732826234 2.1400500704818453 0.62682801467038896 0.39007924285594003 2.8949722071462358 0.81983884121266992 90.886474609375014 2.8119755182415251 1.1832951307296755 1.9130650629573547 0.62134035578077185 88.567638397216811 71.569999694824233 75.06653213500978 143.94848632812503 1.6791534423828127 1.5039717908968033 2.4479930625693567 155.79788970947268 77.95935440063478
decision_type=2 2 2 2 2 2 2 2 2 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 9 14 16 28 13 17 22 -11 -8 -13 -7 -1 -5 -4 -2 -17 27 -18 -21 23 -3 25 -14 -27 -12 29 -6
right_child=8 2 5 15 6 7 11 -9 -10 10 19 12 24 -15 -16 18 20 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.091738118783310341 -0.07250731598157352 -0.036318133459257294 0.025395545296757738 -0.056430257013336177 -0.015600053778637086 -0.12392277103123289 -0.075637456146971857 -0.024989114677577487 -0.095785274328109543 0.11484447874025104 -0.048324967038138621 -0.077980248128348417 -0.018754870502536422 0.062430880096247102 -0.030750530992026029 0.091168493523003893 -0.044625017889728988 -0.008127528663750867 -0.010165433650646899 -0.0069721676974049095 0.10681941846466024 0.03326325993668957 0.069180793034842633 0.051512290687541817 -0.037739544967985733 0.088719899640372316 -0.012864338114025174 0.040486984906472206 0.0066833366979198562 0.12722972744539499
leaf_weight=124.24592882022262 75.421330969780684 23.336497649550438 23.813922852277756 68.323042117059231 8.1129153333604318 4.3060396611690512 65.182713970541954 41.659489974379539 443.27016884088516 21.872075781226158 49.604304678738117 36.934370391070843 95.171394176781178 265.35120213031769 56.714102908968925 12.803164988756178 5.3831676766276351 54.765563316643238 181.62702486664057 100.64345099031925 245.80150546133518 278.15811988711357 197.59258885681629 46.746815428137779 74.109574265778065 40.672908969223499 23.177477542310953 19.575264051556587 25.786624144762754 25.610262330621481
leaf_count=2411 1483 105 120 614 61 21 1106 249 10843 136 268 414 755 1372 694 65 25 702 1323 493 1720 1272 979 228 772 259 219 95 167 157
internal_value=0 0.019815 0.0389298 0.0201479 -0.0328629 0.0709727 -0.014636 0.048155 -0.0843524 0.0334741 0.0201298 -0.0270899 -0.0153726 0.0594551 -0.0726242 -0.0172579 0.0968038 -0.0454247 -0.00349263 0.0155055 0.103574 0.0225731 0.0568976 0.0222663 -0.00545382 0.00959244 0.0518452 -0.0231945 0.055523 0.0928686
internal_weight=0 2162.32 1586.6 1000.28 575.718 586.315 394.758 311.317 573.457 737.529 469.853 335.248 270.066 269.657 180.96 262.753 274.999 130.187 194.43 447.981 251.185 378.802 267.676 70.0833 233.131 159.022 63.8504 69.1796 59.5098 33.7232
internal_count=29128 16100 9085 5578 7015 3507 3910 1642 13028 3576 2264 3525 2419 1393 3105 2002 1865 2185 1388 2128 1745 1765 1312 333 2005 1233 478 363 385 218
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=0 0 11 0 0 0 2 2 9 11 2 0 10 11 10 7 10 1 5 0 11 9 10 7 11 8 10 4 5 8
split_gain=429.566 183.861 85.3149 42.6488 41.2296 33.6745 28.0204 26.4035 21.6 18.9343 17.6505 17.6109 16.8759 15.0978 17.3597 12.5534 12.7132 12.3788 12.3629 12.0163 11.4509 11.3603 11.7484 11.1069 13.2057 11.0791 11.1995 10.9121 10.7707 10.6561
threshold=105.8275604248047 86.171958923339858 2.8855178972058977 72.714050292968764 93.761161804199233 92.264411926269545 1.1192872524261477 1.8708547353744509 1.6538238525390627 2.7825462035834794 1.6433947682380678 89.952209472656264 0.62682801467038896 1.6804251710521145 0.82405682914024214 2.1123785972595219 0.83358370580881969 132.49145507812503 155.79788970947268 90.66684722900392 1.7909121831231796 0.36285400390625006 1.4042362662846266 2.1022710800170903 2.6396452635526662 0.87438073754310619 1.4593354769350995 0.83510780334472667 73.372787475585952 1.1444002985954287
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 18 23 17 -1 15 27 -8 -7 -15 16 -6 28 -5 -13 -14 22 -11 24 -2 -16 -27 -3 -4 -22
right_child=7 2 4 6 10 13 12 -9 -10 21 -12 19 20 14 25 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.083619684429968644 -0.1062528668340941 0.036688893828537843 0.027306585400160028 0.11064830116222374 -0.018507049773929113 -0.06355138280920547 -0.077377931875383915 -0.091394226818609092 0.031686275170202914 0.073076348072430325 -0.0074528446238441882 0.087214169235207917 -0.06813654610839151 -0.041362406298711622 -0.034246462464552756 -0.0073516361705332073 0.10142084663417877 0.10736712870855461 0.010017989474323915 0.037139615716765342 -0.033546289489621017 -0.044764619319086603 -0.094792596504162177 -0.067040378230819916 0.038931069188527033 0.04516227007164185 -0.0062089900158553606 -0.0074046598855265593 0.081664357695137843 0.012028805562714353
leaf_weight=140.18225437775254 7.8483654931187621 104.00549732148647 43.668942466378212 26.633307807147503 10.796699859201906 44.216901175677776 39.934631083160639 455.68036830425262 87.408032394945621 17.797777965664867 97.063360009342432 68.827823489904404 28.328291911631823 77.808418557047844 39.342218644917011 22.96617166697979 48.753988169133663 168.49654763191938 22.541127096861601 157.77486319839954 71.974785782396793 88.937170103192329 5.4443815648555747 36.713863331824541 31.0555105432868 105.21728231012821 71.126979384571314 121.91584751009941 220.56390164792538 178.6241019628942
leaf_count=2934 164 503 210 164 61 422 448 11823 467 179 542 318 434 593 233 124 310 1296 122 739 533 1078 64 650 391 633 433 581 1275 1404
internal_value=0 0.0182888 0.0373354 -0.0274535 0.0627652 0.0148184 -0.00574225 -0.082313 0.0770283 -0.0591165 0.0214535 0.0326514 -0.016578 -0.00907725 -0.000870375 0.0554555 0.0796776 0.086187 0.0645203 0.0523492 -0.00787318 -0.0284966 0.0337537 -0.0275887 0.00964204 0.013737 0.0244421 0.0128943 0.0726808 -0.00106087
internal_weight=0 2110.35 1489.95 620.398 699.718 790.236 368.036 531.298 520.137 252.362 179.58 452.524 318.862 337.712 293.495 82.5169 59.5507 432.729 49.1744 226.603 278.927 112.179 23.2422 75.6177 38.9039 215.686 176.344 225.921 264.233 250.599
internal_count=29128 16100 8740 7360 4285 4455 3105 13028 3248 4255 1037 2141 2819 2314 1892 495 371 2781 286 1057 2371 1321 243 1205 555 1299 1066 1084 1485 1937
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=0 0 2 11 11 10 0 11 5 5 9 1 10 4 0 10 6 10 5 10 9 0 0 0 10 2 9 2 0 10
split_gain=375.073 155.503 88.6078 49.8851 28.5764 29.3945 27.1939 26.7903 20.2772 23.931 19.9638 15.5931 15.4018 14.2805 14.0111 13.4301 15.3729 13.0354 12.8223 12.7829 12.5282 12.4572 12.2101 11.9316 11.6593 11.2183 11.1783 11.4334 10.3109 10.2869
threshold=105.8275604248047 77.41062164306642 1.1333147287368777 2.9986408074670519 1.6804251710521145 0.77879032700727169 119.63136672973634 2.674494477110454 169.58464813232425 99.849670410156264 0.66706848144531261 65.674545288085952 0.68629658818901829 1.5982141494750979 87.283641815185561 0.89331682263309509 129.13639831542972 1.4241589224156175 149.66269683837893 1.608439323642292 0.41520690917968756 97.409866333007827 87.523010253906264 93.761161804199233 0.68101180238055981 0.87189880013465892 1.5898513793945315 1.7790423035621645 98.968112945556655 0.75785674198099628
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 -4 21 15 -1 9 24 23 18 -3 14 -13 -2 -17 -11 -12 20 -9 22 -6 -7 -5 29 27 -24 -16 -22
right_child=6 2 3 8 5 10 -8 19 -10 17 11 13 -14 -15 28 16 -18 -19 -20 -21 25 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.08140945400987698 -0.08384731787798691 -0.021610484016748255 -0.037945611422172093 -0.084036179357911078 -0.046455441555238987 0.055583030787613341 -0.093432024551999879 0.038271039819327668 0.0032647282483193995 0.089493430295794874 0.11350521264983784 -0.023346292414238939 0.092577986632729883 -0.040468727349927923 0.029393328196332391 -0.029660967027146587 0.11031573752160513 0.012334956356693669 -0.012997145106118574 -0.090321335301070893 -0.07924367062717369 -0.082095143845288834 0.06994595599466534 0.0083817560675012101 0.033341006651945337 -0.039280982476194749 -0.038933864862158468 0.00074021981227702263 -0.032005485276730458 0.11848948014981441
leaf_weight=136.49804757535458 41.82626149430871 12.492247149348257 117.04028413444757 9.1890584453940374 60.453643389046192 222.81988175958395 374.88407324999571 37.763335343450308 76.113972768187523 187.75191778689623 25.260525267571211 83.457341399043798 216.96158934384584 57.948099050670862 264.94587535411119 67.05064644291997 8.885691184550522 24.786190092563629 11.734750919044016 23.907169498503208 3.7239188812673083 25.952434934675694 35.545151241123676 70.498001653701067 107.0531379878521 101.34925323352218 39.068944483995438 72.692023426294327 30.499845024198294 8.9649038538336736
leaf_count=3154 845 60 978 51 479 1193 10843 357 414 1165 140 619 1644 356 1282 1265 75 129 77 338 35 307 166 438 595 1226 184 361 287 65
internal_value=0 0.0168454 0.0284301 0.0197012 0.00880867 0.014276 -0.0802639 -0.0481741 0.0497756 0.060543 0.0237349 0.0110429 0.0863612 0.00576392 0.0128346 -0.0383447 -0.0132816 0.0804952 0.0733792 -0.0223554 -0.0116514 -0.0167729 -0.00861311 0.0442384 0.0240622 -0.0281831 0.00691718 0.0234674 0.0230549 0.0604587
internal_weight=0 2064.47 1752.26 1522.81 1117.92 1000.88 492.647 312.207 404.894 328.78 767.164 473.846 229.454 436.851 378.903 117.763 75.9363 212.538 36.9953 175.709 151.801 233.712 207.76 293.318 116.242 114.038 147.306 108.237 295.446 12.6888
internal_count=29128 16100 10925 9221 6867 5889 13028 5175 2354 1940 4392 2761 1704 2544 2188 2185 1340 1294 217 2021 1683 1497 1190 1631 646 1326 711 527 1569 100
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=0 0 2 0 11 0 0 11 2 0 10 10 5 7 11 5 10 10 11 4 10 3 5 5 9 1 1 2 4 9
split_gain=328.656 126.581 84.0117 49.876 43.9546 25.6289 25.6338 25.0394 20.281 17.5373 17.0091 14.946 14.8066 14.6608 14.1289 16.5969 12.798 11.7429 12.5066 11.605 11.5216 11.4112 10.6724 13.1593 16.2882 12.6983 22.3638 10.5525 10.4837 10.2465
threshold=109.82374954223634 77.41062164306642 1.1333147287368777 97.963001251220717 3.0279117991500581 88.567638397216811 92.143825531005874 2.674494477110454 2.0378948450088505 88.401477813720717 0.63858440186425491 0.75785674198099628 148.57019042968753 2.0716886520385747 2.8816129604922698 78.79190826416017 0.70159644244768804 0.77879032700727169 2.1892408768283294 1.4551181793212893 1.608439323642292 2.1808090209960942 154.48771667480472 85.808032989501967 0.41520690917968756 70.27722549438478 110.54270172119142 1.8259467482566836 0.2062492370605469 1.0285949707031252
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 5 10 12 -1 13 -6 -4 -3 -7 14 -2 -16 -17 -5 -19 -14 22 -20 23 -9 25 -25 -27 -18 -12 -30
right_child=8 2 3 17 9 6 -8 20 -10 -11 28 -13 19 -15 15 16 27 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.079226331009151232 -0.060556527788100112 -0.0020615186089566521 -0.069051206516000455 -0.078489115081849095 0.019329383017606502 0.05621978864347528 0.0030061974421064053 -0.037587270485107994 -0.093177322283400546 0.072937183738297814 0.050521615433763406 0.090735448581973577 0.029737695332364669 -0.078599207332914145 -0.072171326485185303 -0.072244195744977577 0.11253524787253009 -0.080656126417346097 -0.01533177091324062 -0.041778605086257303 -0.087878961657833501 0.083837047837563627 -0.048617598944185519 0.31917712575169277 0.0052653883517200829 -0.039600291616074992 0.2122547120930024 0.33627340679035933 0.010813143629836883 -0.028597450196304358
leaf_weight=126.74028942734003 17.694091688841581 18.997459508478642 41.076672550290823 41.558600045740604 85.954914294183254 250.27164620906115 309.8013941347599 38.711395926773548 338.27148555964231 210.4019967764616 35.578756369650364 200.9078400619328 123.32113465666771 42.486128380522132 6.6657182052731541 2.8993033058941355 9.7053791433572751 26.36983560398221 107.45752245187759 27.806145951151848 22.202884335070848 13.007818859070538 49.622009333223104 2.7053978107869652 44.690166689455509 7.262009669095276 6.8526230193674564 2.6929299943149081 143.68172758817673 121.97484583035111
leaf_count=3154 451 102 365 575 462 1307 1628 426 10560 1308 241 1614 553 1022 103 61 90 472 938 126 338 127 667 23 455 67 45 51 922 875
internal_value=0 0.0146778 0.0249042 0.0166392 0.0233662 0.0137955 0.0246163 -0.0454979 -0.082354 0.0573889 -0.00868627 0.0827188 0.0412951 -0.0377832 0.00594425 0.0595186 0.116901 -0.0315603 -0.0182781 0.0165793 -0.0206513 -0.00462355 -0.01069 0.00808888 0.0368351 0.120715 0.0826748 0.161131 -0.000454868 -0.00728203
internal_weight=0 2056.96 1758.17 1538.26 1349.87 1053.51 711.2 298.787 420.415 296.357 342.312 219.905 401.399 82.1436 39.6574 21.9633 15.2976 188.394 146.835 151.127 172.046 120.465 149.844 100.222 61.5102 16.82 14.1146 12.3983 301.235 265.657
internal_count=29128 16790 11615 9899 7787 6017 3614 5175 12338 1770 2403 1716 1986 1778 756 305 202 2112 1537 679 2021 1065 1683 1016 590 135 112 141 2038 1797
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=0 0 2 5 8 2 10 10 11 11 5 0 0 0 11 11 10 2 11 6 0 10 5 11 10 1 2 0 2 12
split_gain=290.586 99.5412 83.377 47.5008 57.593 39.0836 25.5892 24.9151 24.0685 23.203 18.6537 16.2033 15.5633 16.1337 13.9667 12.1671 11.3788 11.0698 13.3889 10.8745 10.646 10.3328 10.3083 14.9822 10.0651 10.0187 9.99846 12.5208 9.76294 9.52165
threshold=119.63136672973634 77.41062164306642 1.6669397950172427 147.56919097900393 1.6791534423828127 1.0161738991737368 1.4806988307515658 1.7846198300678446 2.9721511100702966 2.674494477110454 190.96205902099612 96.480339050292983 95.416049957275405 85.81443023681642 1.5991004407405855 2.674494477110454 0.69607928170197997 1.6835212111473086 3.0875220020585741 202.6788024902344 88.893096923828139 1.608439323642292 317.28179931640631 2.1400500704818453 0.5919621942754032 86.537132263183608 0.9411427676677705 61.820037841796882 1.6005776524543764 1.7548942565917971
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 12 16 8 14 19 -1 -10 20 13 -4 -6 -15 -3 18 -2 22 -5 24 23 -7 -11 -9 -26 -28 -24 -25
right_child=17 2 3 11 7 6 -8 25 10 21 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 28 29 26 -27 27 -29 -30 -31
leaf_value=-0.076982576989721274 -0.057447748834429373 -0.0124657564916975 -0.060149166282284443 -0.044813173744330775 -0.039157835646166941 -0.065065028938023947 -0.0025032047630882412 0.021920505464346401 0.082208291850884116 -0.075212247527511267 0.0033856476742680458 -0.066637546511418275 -0.050060899359021152 -0.019067761947249195 0.06721794910497135 0.033388151783377722 0.097520480693946615 -0.095108357228894672 0.16956511832141485 -0.025823775755859174 -0.0022218183598679271 -0.085418384930914928 0.067728665760749346 -0.012953181901549088 0.065143996606116625 -0.051152625411066611 -0.070381650071110233 0.0082434583401121073 0.24378653749993956 0.04356974705206406
leaf_weight=117.85319040715694 11.79613523930311 10.075029313564299 37.158039879053831 87.76498706266284 13.017353631556032 16.673828423023224 149.09288445115089 64.160500597208738 184.78541643917561 20.340132415294647 35.848267767578363 84.441313952207565 86.739299900829792 74.392421364784241 238.13598309084773 109.01526056230068 141.72582802176476 301.94094376638532 3.3318399507552376 36.277901273220778 177.13565298169851 20.63943488150835 20.276434589177374 36.243971321731806 20.164905607700348 26.517124008387327 27.091845411807299 80.246414598077536 3.7289525084197512 167.71084514632821
leaf_count=3154 252 50 318 682 143 139 876 474 1289 292 220 1495 1067 354 1507 565 1237 10553 38 242 839 338 128 216 154 249 454 783 25 995
internal_value=0 0.0118211 0.0205288 0.00123967 0.0172404 0.0445304 0.0338703 0.0454824 0.044683 -0.0429464 0.0694013 -0.0284923 -0.0141747 -6.21313e-05 0.0617045 0.0121114 0.0902207 -0.090926 -0.00744961 0.0252687 -0.0163329 -0.0191382 0.0328455 0.0260744 -0.00988523 0.000551515 0.000536157 -0.0116013 0.0950772 0.0335253
internal_weight=0 2087.25 1800.92 998.478 649.136 802.439 650.639 341.831 501.546 286.336 220.634 349.342 307.305 220.566 251.153 183.408 151.801 317.069 15.128 280.912 264.901 168.483 244.634 220.629 147.843 90.6776 127.503 107.338 24.0054 203.955
internal_count=29128 18285 13110 7693 4677 5417 4130 2373 3254 5175 1509 3016 2304 1237 1650 919 1287 10843 290 1745 1521 2021 1503 1350 1683 723 1391 1237 153 1211
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=0 0 2 0 11 11 2 11 10 6 2 3 9 4 10 10 13 5 8 12 9 13 10 10 0 2 5 11 0 4
split_gain=257.209 85.7741 72.412 53.4341 23.8096 22.604 18.6932 17.6015 14.6281 17.7674 13.7072 12.3915 12.3881 15.1422 11.2922 20.9702 14.2279 11.121 19.6707 12.1522 11.7547 11.8632 10.8995 17.6184 11.486 10.7026 10.4472 10.1895 9.91413 10.693
threshold=119.63136672973634 84.275039672851577 1.3857158422470095 96.902145385742202 2.6396452635526662 3.0279117991500581 1.0161738991737368 2.6396452635526662 0.5919621942754032 114.6467628479004 1.5046097636222842 0.76591491699218761 0.85315704345703136 0.10956001281738283 0.77364297596054377 1.3826201204455528 2.6196199973397936 146.6023864746094 1.6277656555175783 2.9895985762225554 1.1403503417968752 0.60092735290527355 0.8590619577657943 1.4147367993505899 87.283641815185561 1.6835212111473086 290.03385925292974 3.0875220020585741 68.50085830688478 0.2062492370605469
decision_type=2 2 2 2 2 2 2 2 2 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 5 28 17 -3 -5 -6 10 -10 -11 -12 -14 -9 16 -16 18 -4 -19 -20 -22 26 -24 -25 27 -8 -2 -1 -30
right_child=25 2 3 7 8 -7 22 14 9 11 12 -13 13 -15 15 -17 -18 19 20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.087345930665440025 -0.054467097790150611 0.093172571753643407 0.0018876271049386721 -0.063712384507215211 -0.076686865824717954 0.051438374672194892 0.035395128016108529 -0.059880754699471753 -0.051991811138777544 0.064344177933687338 0.041966933368141224 -0.0081421268741475421 0.21459316936785866 -0.045417930629092058 0.05720204303957746 -0.055791779688757842 -0.03825957362635219 -0.0069639623621875471 0.054115804119568747 0.077914644882803155 -0.09191293344685636 0.024225847660291969 0.076734552718226254 -0.10854390735880251 0.026748183838409212 -0.094085076971871545 -0.065827971724484596 0.13717241249413512 0.055248748064836595 -0.049497258773901751
leaf_weight=67.715604729950428 11.227687556296585 123.80970279872417 234.07210139930248 97.613749757409096 29.993700664490461 196.05616636574268 30.136977721005678 34.762847520411015 81.437714513391256 52.23484854772687 44.752484384924173 42.996137447655201 2.3615381382405749 43.440405059605837 62.024624444544315 38.943916168063879 20.864986959844828 278.06832969933748 192.90619167685509 17.957155466079712 10.733381330966948 48.707132965326309 125.70487494766712 7.1797885075211516 49.804059699177742 276.03038010187447 15.409960348159073 3.6851318106055251 11.058442324399946 82.118577353656292
leaf_count=2035 252 1178 1181 1960 416 1177 201 493 1010 387 348 358 22 416 582 415 191 1370 1027 88 57 252 935 34 271 10553 88 38 219 1574
internal_value=0 0.0108696 0.0218865 0.0104632 -0.0272418 0.0210751 0.0618861 -0.030384 -0.0104683 -0.00303583 -0.022223 0.0316171 0.00454888 -0.0320118 -0.00960895 0.00473514 0.0331724 0.0134671 0.0227675 -0.00181515 0.0421353 0.00325426 0.0449143 0.0558258 0.0097018 -0.0896271 0.00114817 -0.00711074 -0.0582274 -0.0370658
internal_weight=0 2042.87 1584.76 1232.71 458.109 978.5 352.045 254.21 297.217 267.223 171.992 95.231 90.5544 45.8019 156.596 121.834 82.8896 782.444 486.419 296.025 252.347 59.4405 228.236 182.689 56.9838 290.943 45.5469 14.9128 160.893 93.177
internal_count=29128 18285 11500 8793 6785 5152 2707 3641 2957 2541 1796 745 786 438 1681 1188 773 3975 2517 1458 1336 309 1529 1240 305 10843 289 290 3828 1793
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=0 0 0 11 0 10 2 9 2 11 3 10 5 10 11 10 5 8 6 2 10 2 5 5 10 11 2 4 11 12
split_gain=227.533 73.1445 69.9262 44.9629 25.4083 23.8589 25.2788 19.0347 17.6448 15.8382 13.6053 13.2957 13.4437 12.8241 12.7163 11.2114 10.8865 17.3228 12.4838 12.2658 10.5872 10.3407 10.231 15.5229 13.6801 9.72378 11.8492 9.65272 9.20703 9.00475
threshold=119.63136672973634 86.171958923339858 93.761161804199233 2.8855178972058977 66.562244415283217 0.82405682914024214 1.1832951307296755 1.6033935546875002 0.78081020712852489 2.1527690961956982 2.1245155334472661 0.37792886243030943 92.393028259277358 0.83358370580881969 2.8067713697725023 1.3186761687279258 153.17446899414065 1.1444002985954287 140.22815704345706 1.0613945126533511 1.4241589224156175 1.6835212111473086 127.74092102050783 107.47539138793947 1.1380021679227317 2.256289737420627 2.9008858203887944 0.83510780334472667 2.9986408074670519 2.9213078657733367
decision_type=2 2 2 2 2 2 2 2 2 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 27 14 -4 -7 11 -6 -8 15 -5 13 -13 -1 28 17 19 -19 -10 -14 -2 23 -16 -25 -12 -27 -3 -11 -18
right_child=21 2 5 7 8 6 9 -9 16 10 25 12 20 -15 22 -17 29 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.087387021793131639 -0.0067298256430374723 0.031978902153582171 -0.047604368377704792 -0.12995192680101406 0.096748301698299122 0.083915698814091735 -0.053745844231548191 0.019133526831570994 0.069603699529376409 -0.0036904064817351854 0.33343825124934079 -0.038636474862145526 0.092835016769678383 0.058308548250969962 -0.030579235083674435 -0.029540973887293098 -0.045913085047944252 0.012018977351194754 0.12360076444923851 -0.044851498062576864 0.029264594625192042 -0.093024181689487395 -0.068335146582322218 0.19783660155838587 -0.083124098027668569 0.086219076163058808 -0.082691859060395653 0.0051064388705512678 0.048601860147132532 0.030818241625200984
leaf_weight=72.910147404298186 14.694528754800556 253.68193826079369 121.55937117338181 3.2433518767356864 15.185185935348271 35.337124094367027 55.605475902557373 86.460433281958103 10.425357658416031 98.61916915141046 1.3245495110750223 16.688367202877998 222.93473693728447 74.823363088071346 22.151738669723276 96.539498373866081 118.5459358394146 147.61973406746984 10.757430806756018 91.903194725513458 29.686875104904175 252.46877149119973 28.630769737064838 6.6856077089905721 2.3393976427614689 23.415009321644906 5.0485979989171019 282.5536659732461 51.125016398727894 17.559635821729898
leaf_count=2217 290 1262 1537 14 98 281 930 514 78 836 22 91 1904 534 333 840 1538 1396 81 881 191 10553 460 62 33 234 49 1355 331 183
internal_value=0 0.00996875 0.0216455 0.0371839 -0.0212994 -0.00920644 0.00351139 0.0611192 -0.00904134 -0.00505494 0.00475222 0.0715693 0.0734686 0.0406293 -0.0593521 -0.0029683 -0.0130897 -0.00112191 0.0195979 -0.0331907 0.0853645 -0.0882778 -0.0251753 0.01446 0.125008 0.0685842 0.0562593 0.0178192 0.014163 -0.0360136
internal_weight=0 2003.36 1458.65 970.073 544.714 488.574 367.014 433.837 411.996 331.677 276.072 347.377 344.133 91.5117 132.718 246.284 396.811 260.706 158.377 102.329 252.622 267.163 59.8075 31.1767 9.02501 29.7882 28.4636 536.236 149.744 136.106
internal_count=29128 18285 10925 5865 7360 5060 3523 3248 4255 3242 2312 2734 2720 625 3105 2007 4157 2436 1477 959 2095 10843 888 428 95 305 283 2617 1167 1721
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=0 11 10 10 6 0 0 0 0 7 5 8 12 2 4 10 5 8 10 2 10 1 5 5 4 9 2 1 6 11
split_gain=201.077 63.7305 45.216 52.3901 37.1804 34.596 27.6522 24.5457 23.0599 20.229 14.0769 20.343 14.0515 12.8308 12.3598 11.4156 10.9413 11.4413 10.5124 10.132 9.84415 10.2072 9.64363 11.3131 9.42469 11.3614 8.98413 12.6664 8.57848 8.48107
threshold=119.63136672973634 2.6396452635526662 1.8769121133105184 0.69607928170197997 124.35158920288087 77.961025238037124 88.401477813720717 98.491699218750014 93.761161804199233 1.7713431119918825 128.41931915283206 1.9456024169921877 1.8741938193612777 1.5182514786720278 1.5982141494750979 0.40380263674623812 143.94848632812503 1.4747924804687502 0.88029149555652675 1.9927505254745486 1.1076722540285842 65.674545288085952 180.13919067382815 80.643367767333999 0.033638000488281257 0.70838928222656261 1.5488182306289675 93.604919433593764 64.840820312500014 2.8904075940423692
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 24 13 14 22 18 11 -10 -11 -5 20 -3 17 -15 -6 29 -7 -22 23 -8 25 -1 -23 -28 -24 -2
right_child=19 2 -4 4 9 7 8 -9 10 12 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 21 26 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.4672366749233019 -0.085145336110222805 -0.086467529782676619 -0.040479979355989987 -0.029866835330622628 0.048807073220565274 -0.007964394727588732 0.024039586285688322 -0.057200012538207848 0.0057343146039292858 -0.044948340683303334 -0.029111549038484924 0.10139359477161954 0.047529941183394875 -0.0075292675811526079 -0.034789702787952924 -0.011909883965810802 -0.030493904610727457 0.05802639947340818 0.099302479284164691 -0.094758375420414764 0.090319240526176986 0.045547825248676767 -0.086496109717316083 0.078188011307872965 -0.076500373928826859 -0.029295922903687894 0.0235092919418801 -0.041237278370631306 0.03402645439179388 0.01684401054765404
leaf_weight=0.69992332719266359 16.554188216105103 23.55739895068109 106.10477695055306 103.58892446942627 58.43520899489522 191.32224960252643 49.925306096673012 82.353934643790126 84.235166631639004 19.582693483680487 59.123411107808352 30.201811622828245 102.06371005997062 44.370037283748388 77.751129508018494 160.10673654265702 37.795129295438528 66.560830634087324 140.01373429968953 213.05009173229337 20.437547899782658 68.653853110969067 7.1260084658861151 169.85298119485378 92.956844870001078 1.3489972651004789 86.991233747452497 46.294404163956642 34.487434267997742 16.066870536655188
leaf_count=20 626 255 875 1055 466 1245 282 1850 585 150 537 179 802 286 515 1338 291 380 1372 9826 119 400 30 1241 3014 43 536 261 158 391
internal_value=0 0.00914439 0.0220729 0.0276455 0.0366009 -0.0159299 0.0234897 -0.00667539 0.0387672 0.0647514 0.01051 0.0309804 0.0326427 -0.00284638 0.00179119 -0.0214729 0.0159736 0.0318055 0.0844336 -0.0868118 0.00866624 0.0229744 0.0575296 0.0658875 -0.0718243 0.140323 0.0161587 0.00102072 0.0133878 -0.0349125
internal_weight=0 1965.94 1297.13 1191.03 1007.36 668.81 687.267 573.804 434.952 320.095 173.56 114.437 121.646 252.315 491.45 183.664 148.726 110.931 198.449 245.671 413.699 222.377 261.392 219.778 95.0058 2.04892 201.939 133.286 41.6134 32.6211
internal_count=29128 18285 10282 9407 7814 8003 5024 4926 3012 2790 1301 764 952 2012 3076 1593 957 666 1838 10843 2561 1316 1711 1523 3077 63 1197 797 188 1017
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 11 5 0 10 10 11 11 13 5 7 10 2 0 4 6 11 9 4 2 0 10 7 5 2 10
split_gain=177.681 55.5583 57.0995 33.8507 31.4096 25.7909 16.875 15.7532 14.8994 13.5018 13.4724 12.082 11.247 10.426 12.3 10.4918 10.17 9.90212 9.70188 9.46085 8.7336 8.61283 10.8375 8.38392 8.31442 11.2411 8.22594 12.0771 13.2944 8.89
threshold=119.63136672973634 72.714050292968764 1.1333147287368777 97.963001251220717 88.567638397216811 3.0085972567373003 155.79788970947268 92.143825531005874 0.61521390307668955 0.77879032700727169 2.1769667305052285 2.9033193310075487 2.1715456565194811 169.58464813232425 1.0315443277359011 2.1862989364202008 1.9927505254745486 88.401477813720717 0.69235897064208995 124.35158920288087 2.3935142084956174 0.65911865234375011 0.15834999084472659 1.6433947682380678 92.654197692871108 0.82855299820733885 2.6520111560821538 102.82442474365236 1.3857158422470095 1.4593354769350995
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 8 7 -3 20 -4 -5 -11 -1 26 14 23 -16 -2 18 -8 21 -6 -10 -23 -7 -19 -26 27 28 -12 -29
right_child=16 2 3 9 5 13 17 -9 19 10 12 -13 -14 -15 15 -17 -18 24 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.063766014461774698 -0.03264912783285253 0.090395582078390074 -0.062049209473249156 -0.073785232941044096 0.0067029868729211938 0.064036129619601867 0.022060537812153166 -0.0018153027477094312 0.013039008892796035 -0.075480968206613305 0.30667655971950758 -0.01175257110762497 -0.035870465369131681 0.012533499200044835 0.082342126619469963 -0.084554295180344963 -0.093839941708887348 0.093407350277646073 -0.10232948725205618 0.033941232675502163 0.039992277256621023 0.055478722573115251 -0.025684410462024854 -0.075591500957714441 -0.11923788403675306 0.056249255306545357 -0.019838823735148926 0.10534829880024169 -0.021112923131080766 -0.063248230009976661
leaf_weight=113.83521356806159 31.567963557317853 113.1208109818399 44.523536659777164 49.494565106928349 115.43593515455723 7.9547896459698704 20.630879715085033 289.95131816715002 128.93023817054927 30.660772057250142 1.2983958721160913 73.490108821541071 61.779894270002842 42.733500190079212 138.65663827955723 3.8718309551477423 194.56833761930466 27.234284766018391 9.0080148875713331 64.757807787507772 248.39492435753345 17.853003297001123 209.59426526166499 9.360797315835951 5.1378307491540935 12.606981910765169 33.874665249139071 26.832515390589837 26.30164623260498 3.5401883181184521
leaf_count=3322 1017 1245 502 1016 520 58 130 1572 920 799 8 933 717 208 1125 20 9826 254 59 433 1352 142 1730 47 30 95 473 235 298 42
internal_value=0 0.00839022 0.0139503 0.00766392 0.0138668 0.0252331 0.0660458 0.0155729 -0.00703608 -0.0274128 -0.0149585 -0.0433605 -0.00287953 0.0564095 0.0681395 0.0778083 -0.0852979 0.0291315 -0.0157448 -0.00121994 0.0294303 -0.00760912 -0.0193137 -0.0114465 0.0587026 0.00543873 0.0193114 0.0421876 -0.00569264 0.085697
internal_weight=0 1930.87 1743.54 1555.8 1322.02 856.36 187.739 653.782 465.659 233.783 184.288 187.325 153.627 202.578 159.844 142.528 226.136 74.618 29.6389 421.135 363.831 356.378 227.447 17.3156 44.9791 17.7448 91.8474 57.9727 27.6 30.3727
internal_count=29128 18285 14030 12217 8629 4902 1813 3444 3727 3588 2572 4255 1773 1458 1250 1145 10843 568 189 3225 1872 2792 1872 105 379 125 1056 583 306 277
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=0 11 0 5 5 10 11 10 6 0 8 5 12 1 9 2 13 1 2 5 12 6 2 9 2 11 12 4 0 0
split_gain=156.789 47.2814 38.4236 22.6326 37.172 21.1381 23.1375 17.2218 16.9595 15.7949 15.3908 21.5371 14.8704 13.0675 15.816 11.7469 11.405 11.3812 11.3709 11.1294 10.6737 16.4308 10.259 10.23 9.99654 9.6665 9.11161 15.2393 11.9656 10.8868
threshold=119.63136672973634 2.9986408074670519 67.23999404907228 162.03706359863284 94.65158843994142 0.77879032700727169 1.6804251710521145 1.4241589224156175 124.35158920288087 97.409866333007827 1.4226684570312502 143.94848632812503 1.825319290161133 64.724487304687514 1.1403503417968752 1.1333147287368777 2.5628038962655748 139.78889465332034 0.9411427676677705 70.679336547851577 1.9293352683358871 73.631259918212905 1.6835212111473086 1.6400756835937502 1.4046059250831606 2.1527690961956982 2.0416526794433598 0.26339721679687506 85.058849334716811 98.968112945556655
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 15 23 10 -4 16 13 25 -12 19 -7 -8 -3 -1 -15 -16 -22 -2 -6 -13 -10 27 -5 -28 -30
right_child=22 3 5 26 7 6 8 -9 12 -11 11 24 -14 14 20 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.02674825381262376 -0.00076424107548062579 -0.013104720122071103 -0.012207967485482958 0.067030360059560978 0.083438337365135215 0.16809958705761116 0.0029831702423495218 -0.0049044765100726938 0.19764665377416124 -0.081002778348278015 0.094316820898357634 0.044017411727332777 0.06302279456155975 -0.023718261293870189 0.030747023895791998 -0.039469598655232953 -0.046504616013914757 0.061234824195446624 -0.077987304703651852 0.049601163408593718 -0.089094621884804159 0.056385007612469729 -0.08960245534306914 0.021073353622350494 -0.013885632065138454 -0.039626672893740722 -0.040038282031014893 -0.072715427746370784 0.063618140458929079 -0.052170038728182003
leaf_weight=11.905859833583234 13.92971647903323 105.59716701507568 249.08832706324756 10.141811642795799 206.25018398836255 2.7983584813773623 130.21326929889619 30.03452193364501 1.8535347860306526 38.537077013403177 32.997338443994522 35.02695425786078 110.57779351808131 23.297142662107944 30.176136372610927 106.10800592415035 72.49653841368854 25.583972945809364 80.142141334712505 185.92821250110865 27.900624752044678 10.756486359983681 194.53430212661624 30.146673411130905 200.40995205752552 23.31008124537766 25.787559196352959 33.844737935811281 44.736425496637821 9.9211321100592595
leaf_count=220 290 763 1875 78 1953 23 1036 218 15 902 217 287 884 178 240 1344 545 267 2573 1330 221 76 10553 226 1696 171 257 276 307 107
internal_value=0 0.0077027 -0.00203398 0.0333204 0.0449683 0.00244865 0.0093579 0.066423 0.0147105 -0.0214253 0.00881795 0.0175472 0.0472337 0.0348183 0.0277575 -0.0341361 -0.0147155 0.00139356 -0.0644404 0.0414371 -0.0138227 -0.0486144 -0.0836662 0.0754852 -0.00527115 -0.0221493 -0.00389975 -0.0404948 0.01611 0.0426009
internal_weight=0 1895.57 1373.52 522.044 397.613 1281.48 993.85 266.431 884.944 287.625 749.203 546.493 135.741 311.056 278.059 108.906 202.71 131.181 92.048 209.225 68.8332 38.6571 208.464 236.397 235.437 25.1636 124.432 43.9865 80.4451 54.6576
internal_count=29128 18285 13833 4452 3427 11040 8263 2397 6896 2777 5826 4245 1070 2262 2045 1367 1581 1030 2793 1508 537 297 10843 2179 1983 186 1025 354 671 414
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 11 9 2 2 11 13 10 6 11 2 5 10 12 10 5 10 10 7 7 10 11 5 8 5 2
split_gain=138.206 42.8475 46.2969 37.8188 18.7563 18.5125 12.8063 12.6024 10.5416 10.3769 10.6876 10.0553 9.91895 9.73569 9.47952 9.23095 9.65081 8.8281 8.35757 8.28133 8.21437 8.52051 8.15664 8.07919 8.10532 8.03771 12.6773 14.956 8.00206 7.80075
threshold=119.63136672973634 86.753402709960952 1.1832951307296755 93.761161804199233 61.820037841796882 2.8855178972058977 1.5898513793945315 0.78081020712852489 1.9927505254745486 2.1527690961956982 2.6196199973397936 0.64467945610171162 18.832860946655277 1.0896297693252566 2.9581655263900761 92.393028259277358 0.92269280845643598 3.0136629660897936 1.9481590505837889 211.16390228271487 0.37792886243030943 1.4241589224156175 3.0993388891220097 1.833860516548157 0.93181665897119637 2.8904075940423692 136.39455413818362 1.4073397517204287 62.517232894897468 0.9411427676677705
decision_type=2 2 2 2 2 2 2 2 2 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 23 5 29 14 15 -6 25 12 19 17 13 -5 -4 16 -7 -9 -8 28 -17 -22 -15 -3 -25 -2 27 -27 -11 -1
right_child=8 2 3 9 7 6 18 11 -10 10 -12 -13 -14 22 -16 20 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0026626614902431813 -0.081439052775906226 0.088132348713416062 0.0096877298344539252 -0.10814648825281488 0.075064235230566767 -0.032268650562030939 0.01620202122955652 -0.064247205473124999 -0.091905235574992764 -0.034543905844175507 -0.038065937664965965 -0.0067684093859006686 -0.061653009374786773 0.4134465707730039 0.14433331538099589 -0.11179973976773588 0.049532247398461127 0.076170322633276652 -0.11299060242403181 -0.031913290768652833 0.082069495121047178 0.014538049497649551 0.066372229937620639 -0.01934172679595348 0.06457106002811272 0.052037052127716935 -0.060114483441270163 0.4258047087503658 0.0192737742339327 -0.079161870187053313
leaf_weight=14.466153549030421 14.020406765863301 91.049469336867332 459.26180751621723 1.5339662991464127 17.108393006026745 20.658260837197304 64.515876650810242 51.242941852658987 163.0617327876389 32.462638353928924 85.369448956102133 397.3097362741828 59.360151378437877 1.1264186166226866 5.2890159487724295 2.46888843178749 47.782483451068401 4.9060578495264044 5.4286517053842536 55.806484377011657 126.73033916950226 21.913966633379459 1.6975858900696037 16.383543595671654 38.705068215727806 5.6603932026773682 8.3014808129519206 1.3202714975923298 185.51829160936177 59.874841714277864
leaf_count=246 626 1171 2195 35 128 118 379 818 9826 324 803 4396 1180 13 25 11 319 63 24 702 1115 133 35 122 351 106 246 39 1640 1939
internal_value=0 0.00703774 0.0167574 0.0101657 -0.0165619 0.0235898 0.0434383 -0.00918774 -0.0819817 -0.0137715 -0.00717343 -0.0123664 -0.0509626 0.0946526 0.0112207 0.0553095 0.0248413 -0.0519781 0.00617491 0.00245914 0.0691089 0.0721136 0.204811 0.0698432 0.0396151 -0.0267594 0.0234057 0.122729 0.011259 -0.0632395
internal_weight=0 1867.97 1323.06 1176.92 544.908 754.049 289.498 470.567 192.364 422.875 359.157 453.459 63.7181 4.35797 464.551 219.554 68.4407 56.149 69.9445 273.787 151.113 148.644 2.824 146.138 55.0886 29.3026 15.2821 6.98066 217.981 74.341
internal_count=29128 18285 10695 9051 7590 4319 2099 5405 10843 4732 3469 5277 1263 83 2220 1696 437 881 403 2666 1259 1248 48 1644 473 1017 391 145 1964 2185
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=0 11 10 10 6 0 0 5 8 7 12 5 4 10 0 6 3 9 13 10 0 0 13 8 12 4 11 2 12 6
split_gain=122.324 38.066 34.2698 33.5543 24.6581 23.5379 20.1494 16.6938 24.5285 15.6171 10.957 9.66399 9.62722 9.02358 8.75183 8.49611 8.82688 12.9966 8.49029 9.01869 10.6087 9.07566 10.0107 11.6079 8.59956 8.34292 8.71134 8.29689 8.07443 7.89037
threshold=123.62855529785158 2.6396452635526662 1.8769121133105184 0.69607928170197997 124.35158920288087 77.961025238037124 100.71702194213869 133.55688476562503 1.1997897028923037 1.7713431119918825 1.8741938193612777 101.31046676635744 1.5982141494750979 0.40380263674623812 70.372509002685561 57.013532638549812 1.4049320220947268 3.5671386718750004 2.1839218139648442 1.0043597799256181 93.981758117675795 88.401477813720717 1.0287844260507308 2.5371004343032841 1.7897987365722658 0.033638000488281257 2.3558588474988942 0.9192519783973695 1.0347900390625002 73.133594512939467
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 25 12 8 29 11 -11 -6 15 -3 -9 -7 -17 -18 19 -16 21 22 23 -21 -24 26 -1 -2 -20 -5
right_child=27 2 -4 4 9 6 -8 14 -10 10 -12 -13 -14 -15 18 16 17 -19 28 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027878300214037206 0.20029495827552934 -0.079722037466813445 -0.038405147074112106 -0.047574658804665187 0.041357555624513528 0.027855919353995839 -0.05993784980852316 -0.075777876990262116 0.046662448486855503 -0.044178926499323062 0.039127442711480963 0.091180009961982514 -0.031875986890445136 -0.010053526544589846 0.053969252096994359 0.016230919317728416 -0.022732731641341687 0.1869797606362299 0.036127643708919938 0.18318512923740002 -0.06955381977570288 0.053228704979038199 0.048041695411851104 -0.036217001559232992 -0.12669854745625334 -0.07022183929434786 0.38907645177450079 -0.085100236254832276 -0.044496897779884859 0.0087045240722954977
leaf_weight=1.3186000734567636 1.0249584391713131 21.144472610205412 103.69517128821462 31.022849963977933 60.909359155222774 127.69192058220506 62.433199316263199 16.134827107191086 289.31226419843733 18.926614565774798 95.214196341112256 107.8980661816895 78.178290793672204 153.95448349416256 42.923246314749122 130.45322897844017 157.40993120335042 3.0116984918713561 16.035705205984414 3.9297752007842082 18.364915805868804 31.828784208744764 3.8201854154467574 6.2411364279687405 10.718235291540621 76.593622507527471 0.80820611678063858 165.3352132961154 55.114167432300746 126.46004198677838
leaf_count=42 5 265 910 232 603 799 1964 333 2199 157 815 1247 560 1397 321 823 1072 19 139 29 201 183 22 41 74 3014 21 10263 402 976
internal_value=0 0.00617684 0.016572 0.0217081 0.0292329 -0.0136007 -0.00639331 0.0185332 0.0293756 0.0538846 0.0253137 0.073203 0.000336411 -0.0184665 -0.00508488 0.00635292 -0.00308674 -0.0187957 0.000950901 0.017422 -0.00352136 0.0179275 -0.0275449 0.0485543 -0.080783 -0.064797 0.130568 -0.0833419 -0.0263258 -0.00238202
internal_weight=0 1851.55 1213.65 1109.95 934.854 637.899 559.178 651.906 446.795 282.948 114.141 168.807 496.745 175.099 205.111 418.567 290.875 160.422 188.976 117.826 74.903 56.5381 24.7093 10.1709 14.5384 78.7204 2.12681 166.36 71.1499 157.483
internal_count=29128 18860 10546 9636 7974 8314 5237 5152 3407 2822 972 1850 3273 1662 1745 2713 1914 1091 1412 871 550 349 166 70 96 3077 63 10268 541 1208
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=0 11 0 0 5 5 1 0 2 10 9 2 11 10 10 0 0 10 12 4 9 12 6 10 3 0 2 4 9 11
split_gain=107.955 33.4547 26.8248 18.693 17.9202 27.8516 17.8764 16.3463 12.1515 11.6258 11.1634 9.25582 9.20923 9.10133 8.34207 8.01159 10.5242 9.54188 9.85098 9.47897 7.88488 8.12608 8.90318 7.9851 8.06907 7.86933 7.83641 7.78905 9.88379 9.55901
threshold=123.62855529785158 2.9986408074670519 67.23999404907228 97.409866333007827 71.569999694824233 155.79788970947268 130.9220886230469 87.523010253906264 1.2374888062477114 0.77364297596054377 1.7785034179687502 0.9411427676677705 2.1527690961956982 0.6610047000159166 0.82405682914024214 88.567638397216811 93.014698028564467 0.95564353533557633 2.9981784820556645 0.53941345214843761 0.70159912109375011 3.0778503417968754 74.142314910888686 0.62682801467038896 0.32566833496093756 92.143825531005874 1.4692279696464541 0.36807250976562506 3.0275878906250004 2.4791165331946776
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -3 6 15 20 14 -5 13 -1 -11 -8 -9 17 -17 19 -19 -6 -4 23 -23 -22 -25 27 -2 -10 29 -29
right_child=26 4 3 9 5 -7 10 8 25 12 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.021826990712571354 0.036396374552351222 -0.01872193987391543 0.0064479721643456323 -0.078777939020796522 -0.018694054169081067 -0.0029325604380826941 -0.119871915032798 -0.017027653424067743 0.04697551953713372 -0.066918019302570755 -0.15456196334185388 -0.07293928759203179 -0.0035643299849767093 0.097662001077975583 0.070824378980932814 0.080075655566383741 0.020955092992072398 -0.0031699167353352441 -0.14943344246794951 0.090136880943791631 -0.086154042606097325 0.23253660465933829 0.0096888750341943605 -0.091645983836012551 -0.015063263808448635 -0.0032021931450229597 -0.086049664148393157 -0.0071471777567015463 -0.082790837284913599 0.029201021963785663
leaf_weight=12.140980014577506 5.4180964678525916 70.72398330271244 137.99074967764318 36.809942140243948 12.735312450677155 129.63376489281654 1.9645641967654217 13.353491596877573 80.227481432259083 28.494920696131885 1.8562123402953137 68.206596773117781 117.79425977077335 91.607606735080481 56.715158384293318 62.65428614243865 57.968332322314382 37.520762678235769 5.2489474266767493 21.53764321282506 21.665425119921565 2.3934725690633041 7.1434894036501646 15.074112653732298 157.60582020506263 261.30172447487712 147.95860408991575 116.72982290387154 10.609440818428991 190.30820755660534
leaf_count=220 82 544 1323 1057 93 1135 10 84 415 929 15 2573 1675 1221 558 630 426 270 39 149 372 27 70 166 1821 1406 10186 532 50 1050
internal_value=0 0.00562067 -0.00260536 0.000983014 0.0278684 0.0356632 0.0527338 0.00603052 0.0144889 -0.0285446 0.0882776 -0.0586196 -0.0159047 0.0930948 0.0540818 0.0355741 0.0516637 0.0103833 -0.0211202 0.0496969 -0.0120119 -0.0245059 0.0656165 -0.0289284 -0.0217486 0.0102803 -0.0817242 0.0191348 0.0121032 0.0153822
internal_weight=0 1828.02 1334.57 1254.22 493.451 422.727 293.094 1071.12 729.245 183.099 95.4284 80.3476 146.289 93.5722 70.0686 197.665 120.623 77.0427 42.7697 34.273 341.873 203.882 9.53696 194.345 172.68 659.177 153.377 397.875 317.647 307.038
internal_count=29128 18860 14328 11535 4532 3988 2853 7874 4095 3661 1246 2793 2604 1231 642 1607 1056 551 309 242 3779 2456 97 2359 1987 3453 10268 2047 1632 1582
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=0 2 0 5 5 11 2 9 10 12 9 0 11 9 4 11 3 11 7 7 5 0 0 0 10 10 1 13 11 13
split_gain=95.2002 30.0043 30.9 21.6595 31.1328 16.3994 14.4963 12.0096 9.89365 9.82836 8.1484 8.34014 7.89532 14.1853 10.1828 14.2082 9.72725 7.85229 11.5363 7.98501 7.76252 10.5344 7.7113 8.4538 11.6542 11.8093 8.70707 8.02511 7.6547 8.80357
threshold=123.62855529785158 0.9411427676677705 70.372509002685561 155.79788970947268 98.567245483398452 3.0799124260717119 1.6835212111473086 1.4704437255859377 0.69607928170197997 2.0967470725351061 2.0160522460937504 113.43849182128908 3.0714701786637311 0.056793212890625007 0.80500984191894542 3.0826583802700047 1.5866546630859377 2.5543908327817921 1.9805274009704592 0.46290799975395208 143.94848632812503 72.714050292968764 86.753402709960952 95.105171203613295 0.86712534908963923 1.0415666502877403 68.10071182250978 1.0159683227539065 2.8016359080844606 0.36514511704444891
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 17 7 -5 9 -1 22 11 -7 -2 -14 15 -15 -17 18 19 -4 21 -11 -6 -24 -25 27 -27 -26 -3 -30
right_child=12 2 3 6 5 10 -8 -9 -10 20 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.026964004133633125 -0.087599656378089752 -0.074626848408166135 0.15952417148075779 0.0078827759427150933 -0.026423807308777233 0.071359286867978669 -0.025337359076285829 -0.0069532242078668765 0.068103965424057389 -0.1220809564485414 -0.043861251285418026 0.26735445945365116 0.53461798786666959 0.53936898981208437 -0.091701112235414328 0.22367230999228324 -0.1020341921162292 0.0033500467436159372 0.016003502038230349 -0.049572377789175129 -0.010062716239250858 0.057825369186531583 0.041388171126200558 -0.093956363027674739 0.32153856636595524 0.112904691410216 -0.044868431564329292 0.073667430791474586 0.17966148249479272 -0.030245927772101146
leaf_weight=12.407599238678811 128.36362700909376 56.670715322718024 1.8642205940559495 232.65150825493038 37.154762117192149 83.643679816275835 301.69850626867265 107.66686654277146 92.980240315198898 3.3210279271006575 6.0246520433574906 2.2289694193750611 0.46717669442295928 0.62036579474806686 8.3421541387215239 1.4945075362920763 2.3726125145331025 350.82826600130647 46.07898492179811 89.881016028113663 21.165967540815473 163.03969010617584 95.193787716329098 12.381718175485728 1.7314612101763511 4.3488447871059206 17.876066667959094 5.3176841279491782 2.0753696560859671 53.620148174464703
leaf_count=110 9511 2524 17 1831 354 798 3279 935 1264 40 40 25 18 34 534 15 156 2554 465 1002 165 1356 635 190 12 37 219 54 39 915
internal_value=0 0.00513764 0.00192135 0.00551581 0.0138585 0.0299297 -0.0108736 0.0223636 0.0569114 0.0310944 0.0685595 0.0764467 -0.0800014 -0.00665011 -0.0263598 0.0951086 0.0238401 -0.00459531 -0.02482 -0.0453236 0.0469768 0.0542339 0.0139778 0.0249468 -0.0126258 0.0217737 -0.0139963 0.134551 -0.048752 -0.0224242
internal_weight=0 1801.85 1696.46 1584.1 1049.75 561.095 534.35 469.198 105.388 361.531 91.8973 85.8726 141.66 13.2968 12.8296 4.48749 3.86712 488.652 137.824 91.7452 187.527 166.361 174.004 136.85 41.6558 29.2741 22.2249 7.04915 112.366 55.6955
internal_count=29128 18860 17486 14008 8898 4860 5110 3997 1374 3062 863 823 10268 757 739 205 171 4038 1484 1019 1561 1396 1501 1147 512 322 256 66 3478 954
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=0 0 0 2 11 0 10 10 2 11 3 6 13 0 1 0 0 0 13 2 10 3 11 3 2 9 2 11 11 8
split_gain=84.1309 25.6939 31.6411 26.8233 15.9637 13.2657 12.396 11.2851 8.74196 8.20922 9.33696 9.19916 8.99577 8.94045 15.1907 7.77039 15.0274 8.91992 11.2179 8.69126 8.70395 8.23281 8.14899 7.81788 7.67859 8.6513 11.2699 14.7747 7.41009 7.52506
threshold=123.62855529785158 86.171958923339858 97.963001251220717 0.96166566014289867 3.0660990533703054 60.086181640625007 1.9779179589244251 0.77364297596054377 0.8183124065399171 2.1629171093278612 2.1808090209960942 114.6467628479004 0.34452819824218756 117.25857162475587 153.15551757812503 92.143825531005874 89.952209472656264 90.782073974609389 2.5926577170663561 1.7790423035621645 1.149686102602143 1.5287170410156252 0.94064396619796764 2.4466158151626591 1.9927505254745486 0.40728759765625006 1.8483116626739504 2.8211580981784548 2.1153027454959319 1.1444002985954287
decision_type=2 2 2 2 2 2 2 2 2 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 15 -1 -6 -4 -7 -9 11 -11 -12 -13 -15 16 22 18 -18 20 -19 -21 -5 -24 25 26 -2 -28 -10 -30
right_child=24 2 7 4 6 8 -8 9 28 10 12 13 -14 14 -16 -17 17 19 -20 21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.062316742508222348 -0.0060748442915605329 0.088335652952347382 -0.066379663395747787 -0.081198289994463005 0.054457732245339389 0.058400686288590069 -0.0760605182951406 -0.062885092276565441 -0.045892883385451097 -0.028065384590356485 0.26387558545877338 0.011507838389950347 0.039718554313787673 0.35366482938921739 -0.019644416807326093 -0.001770753060561148 0.077281276612814795 0.073464220589084556 -0.00043120683015217764 -0.043197748996201733 0.006176384068401583 0.021231524268471469 0.002257471541289695 0.096717783317249895 -0.088613328324885915 -0.055078982008951019 -0.10135854455480445 0.59313113014246333 -0.028218913971770135 0.0031821525769139569
leaf_weight=53.053582275286317 2.8321186676621464 53.447801481932402 44.574977336451411 11.323838487267492 130.77593951299787 18.262574467808008 7.7055641859769812 25.977309876121581 56.601963296532631 100.95525452494621 1.9958679797127867 43.054070308804512 17.385196036659181 2.1200324371457091 2.2435936639085412 319.49004584923387 76.25948679074645 45.146893717348576 24.556400701403618 30.250444784760475 33.480137057602406 57.588996328413486 267.37765448912978 9.0585815012454969 111.0904509909451 15.782514275051652 0.47534543741494395 0.86152562033385038 112.38690271414816 237.78857518173754
leaf_count=1840 89 899 1201 62 1197 141 39 926 1527 1410 28 359 269 39 23 1859 454 319 152 159 216 308 1530 51 9392 713 36 38 1223 2629
internal_value=0 0.00466349 0.0119303 0.0192916 0.0156488 -0.0151685 0.0471953 -0.0210127 -0.00928345 -0.0105744 -0.0024739 -0.0110005 0.0628023 0.0253316 0.161725 0.0106534 0.017805 0.0348779 0.0583523 0.0206613 0.0448124 -0.000956847 0.00194692 0.00535286 -0.0783548 -0.0212351 0.106887 0.346194 -0.0123222 -0.00689585
internal_weight=0 1782.86 1304.77 1066.46 1013.01 478.094 138.482 238.306 425.04 193.731 167.754 148.373 19.3811 47.4177 4.36363 874.532 555.042 267.282 100.816 166.466 78.627 87.8394 287.76 276.436 131.042 19.9515 4.16899 1.33687 406.777 350.175
internal_count=29128 18860 11500 7245 6346 7360 1236 4255 5520 3054 2128 1831 297 421 62 5110 3251 1608 606 1002 535 467 1643 1581 10268 876 163 74 5379 3852
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=0 5 5 11 0 0 9 10 2 5 7 13 3 3 0 0 4 9 11 10 7 1 0 9 0 12 4 10 4 5
split_gain=74.1165 23.281 33.9337 22.4935 16.9786 17.2074 14.264 13.256 12.7007 10.6612 10.517 9.69659 10.1385 9.59601 9.06297 14.496 8.07795 11.5785 7.99029 7.83811 8.3281 7.82621 7.78235 13.6896 12.925 17.9559 8.03736 7.59979 7.61679 7.54601
threshold=123.62855529785158 155.79788970947268 98.567245483398452 3.0085972567373003 84.275039672851577 97.963001251220717 1.0559844970703127 1.4241589224156175 1.6745317578315737 107.47539138793947 4.4645447731018075 1.0582491477304183 1.0334536433219912 0.57966995239257824 86.171958923339858 92.387695312500014 0.078341573476791396 2.6867980957031254 2.8648029883676256 0.75785674198099628 1.9805274009704592 93.604919433593764 160.48292541503909 0.24095153808593753 146.04666137695315 2.1550123413377489 1.6201725006103518 2.1082477790067053 0.14212036132812503 107.47539138793947
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 16 8 29 -5 11 -8 -7 -6 -13 -10 -1 -16 17 -3 -2 -14 -21 -18 23 24 26 -26 -20 -11 -29 -4
right_child=18 4 3 7 5 10 9 -9 13 27 -12 12 19 -15 15 -17 21 -19 22 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.02653127684895655 -0.093963034799403114 0.0080859558001590056 -0.0049715561212543436 0.066568302397294568 0.064238669873460316 -0.050195705811841476 0.048665503974181464 -0.012262383502100731 -0.08305956743499629 -0.0086004681269054497 0.2017567114127139 0.036811500759657417 0.048872108158979362 -0.0043379625871679426 0.020138282156825726 -0.019043045197703584 -0.079006282078857057 0.37035140301879282 -0.10310618168273099 -0.22161792403218605 -0.028892655886597896 -0.027960374571573361 -0.079065726696436744 -0.024246813832124757 0.95862006638209274 0.092904080537956985 0.44433281250342538 0.12603918772696174 -0.097778315546482045 0.039556642135142289
leaf_weight=151.79486626200378 82.956050862558186 6.8486920446157447 46.984511488117278 170.35422899667174 47.56469726189971 79.124781552702188 29.489111094735563 24.384973389096558 16.750827085226774 127.65789783373475 1.6921744504943479 71.299369148910046 13.101052612066267 204.86329967528582 208.15134670585394 172.82723664306104 52.51491497643292 1.0127291716635225 1.0224757371470361 2.3647761158645144 43.245997607707977 70.164990602061152 21.490055464208126 14.864063857123254 0.47079017292708147 0.4878478804603219 0.36354542523622502 1.6728374455124164 16.695762827061117 200.32046565972269
leaf_count=2197 7453 120 473 1940 291 1881 294 190 92 1339 40 538 65 1079 1329 1810 1624 18 58 14 217 1110 1770 921 28 20 18 21 231 1947
internal_value=0 0.00424594 0.0126228 0.0285756 -0.011537 -0.00284055 0.0156236 0.0566972 0.00567858 -0.00617869 -0.0449202 0.025605 0.0114709 -0.0102882 -0.00586864 0.00236405 -0.0435142 0.054754 -0.0764589 -0.0193026 -0.0388849 -0.0498113 -0.0389364 0.0111767 0.235746 0.51806 0.0404839 -0.0172541 -0.0773951 0.0310969
internal_weight=0 1760.88 1150.33 617.56 610.548 480.007 422.821 194.739 399.19 175.516 80.817 177.576 130.011 221.614 532.773 380.979 130.541 7.86142 121.655 58.7118 45.6108 122.68 38.6988 17.2087 2.34466 0.958638 1.38602 146.026 18.3686 247.305
internal_count=29128 18860 11771 6435 7089 4217 4305 2130 2296 1885 1921 1125 834 1171 5336 3139 2872 138 10268 296 231 2734 2815 1045 124 48 76 1591 252 2420
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=0 10 6 10 0 11 8 5 10 9 12 7 13 12 9 5 1 10 13 11 11 12 0 13 13 5 9 3 11 9
split_gain=65.3845 21.9533 25.8878 21.837 17.3774 14.1632 11.5279 20.2667 17.1957 11.0689 11.476 10.7723 9.37608 9.10308 9.09919 8.81499 8.6119 8.47229 8.11472 8.4063 7.89127 7.69832 7.66481 8.31618 7.47956 8.70028 7.47105 7.39361 7.21169 7.05244
threshold=123.62855529785158 0.56005412511034247 128.4596862792969 0.88029149555652675 61.820037841796882 1.6804251710521145 1.4360262751579287 137.08075714111331 1.8546121153743573 0.38423156738281256 1.2097473144531252 1.7591900825500491 1.9825515747070315 2.4000155051522936 1.2509155273437502 71.569999694824233 168.41827392578128 3.7996966362526567 2.1188723166757311 2.5543908327817921 2.8648029883676256 1.9293352683358871 96.480339050292983 2.2900822798358367 2.6772384643554692 416.92077636718756 0.049340248107910163 2.8185907602310185 2.7720588634358809 0.51229858398437511
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 17 18 8 -8 10 -4 28 16 -11 15 -10 -9 -6 26 -20 -2 -16 23 -21 25 -15 -7 -14 -5 -28
right_child=20 2 3 11 5 6 7 12 14 13 -12 -13 27 24 21 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.03752106843457282 -0.093160608194568784 -0.063235865187429185 -0.13783578202100927 0.012745758443737751 -0.044198783574811336 0.13224145061740997 0.038910120294065265 0.0038000017952363658 -0.051712128695927208 -0.030599699889403954 0.065429160746277901 0.026413466787347774 -0.029919379622795089 0.054126358011328451 0.0090377003129616107 0.029974198698113904 0.11326012108260426 0.029441525376611107 -0.063233562946175062 -0.060708300269079696 -0.037099583287713241 -0.1048253036185743 -0.062423814226984058 0.0080429341981882695 -0.04200193553074559 -0.052332055803342471 -0.035130705079488199 0.13855659664460743 0.089911370618109318 0.016499210569382871
leaf_weight=119.44806808512658 75.676141446456313 41.694843952544034 2.9798476323485366 14.166591778397558 91.995018800720572 4.7100833151489487 317.25416792277247 219.3256549006328 17.775253207422793 72.799233020283282 40.920217910781503 65.992954349145293 125.7613460700959 46.769955138675869 9.6190808890387434 51.443693459033966 7.4311868129298082 18.819186579436064 40.298590521328151 20.816686596721411 37.576203032396734 15.515777505934237 25.475097321905196 113.64402168430388 15.422397183254359 9.1841345336288196 34.651260640472174 2.6599298333749166 83.478561112657189 111.874735689722
leaf_count=1718 7453 1695 33 127 1500 33 2578 2046 154 739 357 647 1246 451 103 418 68 229 483 146 2815 149 278 824 168 84 287 26 1257 1016
internal_value=0 0.00385368 0.00689972 0.0309099 0.000254339 0.00240817 0.00578742 0.0126614 0.0277635 0.00766767 0.0516319 0.0576231 -0.00483998 -0.00571901 -0.00971582 0.00899735 0.00738719 -0.0316927 -0.00920931 -0.0224147 -0.07456 -0.0612501 -0.0121297 -0.00260087 0.0196576 0.0366526 0.00827441 -0.0264298 0.078716 0.00428949
internal_weight=0 1741.93 1622.48 351.714 1270.77 1229.07 1118.26 766.786 411.608 188.076 43.9001 163.638 355.178 144.176 94.3538 69.2189 226.757 110.814 351.47 200.234 113.252 25.1349 159.936 134.461 71.3765 55.9541 151.236 128.421 97.6452 146.526
internal_count=29128 18860 17142 3863 13279 11584 9855 6788 3402 1832 390 2031 3386 1442 824 572 2114 1729 3067 1731 10268 252 1248 970 703 535 1336 1272 1384 1303
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 0 0 11 10 10 0 9 11 10 6 7 4 5 2 4 5 5 4 9 1 6 0 5 11 1 2 1 10 4
split_gain=57.2632 19.6469 32.5366 15.5853 12.2321 15.2742 11.0439 10.9875 9.55364 9.26169 12.2816 8.82969 8.27436 8.42957 7.98399 7.65907 8.96511 9.15898 7.42277 7.11628 9.56433 11.0714 7.07841 7.0095 6.93378 9.32576 6.82682 7.57383 7.45626 6.73244
threshold=123.62855529785158 88.567638397216811 92.264411926269545 2.8067713697725023 0.88902885066707826 1.2624151652550371 60.086181640625007 1.4574890136718752 2.6396452635526662 0.64467945610171162 124.35158920288087 1.9259313344955447 1.5372619628906252 131.37898254394534 1.9927505254745486 1.7283020019531252 131.37898254394534 106.12294769287111 0.36807250976562506 0.36285400390625006 91.410808563232436 112.0478858947754 85.058849334716811 408.11764526367193 2.8211580981784548 106.39088821411134 1.3575178980827334 115.35482025146486 1.608439323642292 0.57726669311523449
decision_type=2 2 2 2 2 2 2 2 2 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 18 -4 8 -1 -5 11 19 -11 -6 -9 -14 24 16 17 -10 -3 20 21 -8 23 -12 -2 -26 -7 -28 29 -29
right_child=14 2 4 7 5 26 9 12 15 10 22 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.056889707897565506 -0.10171585940637107 0.04693474313370169 -0.025613336628644259 0.062262457641998448 -0.067220171330407516 0.031165991613350021 0.21080063981166797 0.028494283098959322 0.036777028083816214 -0.010112459405565237 0.019885634660803467 0.018150287657240884 0.058738006257952884 -0.143125932441585 -0.084939095734496511 -0.034664335564158676 0.010261246580827166 0.10271030300559199 0.004888014414746328 -0.060226766229107082 0.11608150758435556 -0.094590929165669468 0.062407085793513312 -0.080128024484145438 0.42921092320099846 0.011743296859684428 -0.010044940743102011 -0.10476177637038127 -0.099056050071744117 0.031417336924039557
leaf_weight=47.248339803889394 5.8199243098497417 52.894707195460796 183.10530022531748 172.83976344019175 18.265002596192062 29.19179442897439 1.406783820129929 55.348504055291414 49.520313900895417 418.60747567936778 65.081714820116758 35.982232539914548 3.1462522074580175 6.0398379638791084 87.344476903788745 13.001307217404245 46.272472440265119 36.670320753008127 203.57704644650221 50.289789580740035 5.9978625476360312 7.6017642663791776 37.865762781351805 7.8531647380441418 0.56083181034773488 11.664767007343469 137.40640451665968 5.2504168581217554 21.660295400768518 11.765743294730781
leaf_count=1840 453 266 2345 1934 224 238 12 418 397 4613 582 479 24 30 9392 140 453 365 1008 840 53 119 387 64 24 399 1582 54 275 118
internal_value=0 0.00350322 0.0117264 0.0306504 -0.00416481 0.00553265 -0.0103561 0.0491161 0.0252217 -0.00665908 -0.00227637 -0.0105939 0.0139067 -0.0739872 -0.0724285 0.0385782 0.045767 0.0648287 0.0135597 -0.0421932 0.0182411 -0.0469007 0.0273286 0.0091168 -0.0118744 0.030894 -0.0136229 -0.0210481 -0.0601394 -0.0106014
internal_weight=0 1723.89 1081.94 493.846 588.092 404.986 641.953 237.374 199.712 594.704 529.408 54.2472 64.5346 9.18609 105.39 145.464 132.463 86.1906 256.472 65.2962 15.0064 9.00855 110.801 72.9349 18.0455 12.2256 205.275 176.083 38.6765 17.0162
internal_count=29128 18860 10350 3680 6670 4325 8510 2406 2058 6670 5646 703 472 54 10268 1355 1215 762 1274 1024 184 131 1033 646 876 423 2267 2029 447 172
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=0 2 0 10 11 0 0 13 2 9 12 9 11 10 10 11 8 2 4 7 5 8 10 8 10 6 13 0 4 11
split_gain=50.2046 19.0956 19.3545 13.2108 14.6068 10.9785 20.8893 11.3164 9.81908 14.6749 13.8222 9.02982 9.9233 8.21432 10.2694 8.06033 7.44308 7.67344 7.33588 8.24993 7.68226 12.2448 7.23372 6.97979 10.9502 7.07723 6.9708 8.47113 12.8219 8.24869
threshold=123.62855529785158 0.9411427676677705 61.820037841796882 0.51949489755499034 1.6804251710521145 88.567638397216811 92.264411926269545 2.6861190795898442 1.5410895347595217 0.49673461914062506 1.9293352683358871 1.4823074340820315 2.9863000402795241 1.4806988307515658 1.4480916744823722 2.8648029883676256 2.5542602539062504 1.1832951307296755 0.1659960746765137 3.2970967292785649 137.08075714111331 1.4747924804687502 0.69607928170197997 3.0608341693878178 1.9779179589244251 27.064976692199711 1.0863710959726058 89.952209472656264 0.35282135009765631 2.7016707082563127
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 16 13 11 -8 -3 10 -10 12 -7 14 18 -2 -5 -18 19 -6 21 -20 -1 24 26 -26 -13 28 -28 -30
right_child=15 2 3 4 5 6 7 -9 9 -11 -12 23 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.025617371481624782 -0.091476990999705077 -0.088618159948067779 -0.038130787483446948 -0.056778897404822996 0.030271571775793423 0.028729380354487882 0.0078653250055044904 -0.029569956003205961 -0.1029160269450607 -0.059109898892841586 0.42960842971780722 0.059363501288221425 0.07013667610825898 -0.028652232719094162 0.12211377623423313 -0.031524768082909341 0.19217391441623799 -0.012124385487726458 -0.012268990748418147 0.22157616219482562 -0.024783242033199059 0.037310780196536768 0.05878285216857098 0.11451744323151783 -0.00055497742576640586 -0.16056381795906827 0.12065192285367872 0.017822042122358609 -0.18336468882187767 -0.03915080736822707
leaf_weight=11.657216852530835 63.577304609119892 34.438237710855901 76.282093810848892 53.975728888995945 32.811225648969412 202.99524286389351 395.53147620335221 101.4653981057927 0.72593308147042934 4.5836544698104262 1.4834398385137317 24.064685881137848 80.958989594131708 110.98323691543192 7.024099960923194 34.646221293136477 1.8978366469964374 58.789816494099796 128.53537603095174 2.4205355774611226 119.91390574723482 81.332933673635125 78.795264093205333 5.7933041602373114 4.8625245392322523 6.4057776629924774 3.3638229854404953 55.429942902177572 6.3360590934753445 10.603808321058748
leaf_count=110 7453 1623 1091 909 302 1256 4020 1000 39 241 36 134 994 1131 61 2815 20 906 1204 23 1332 631 1264 26 21 30 20 334 29 73
internal_value=0 0.00319525 0.000688028 0.00246218 0.00453274 0.00738066 0.0139209 0.00022265 -0.0669445 0.0429335 0.254637 0.0309062 0.0405351 -0.00477589 0.0023467 -0.0703301 -0.0297633 -0.00573553 4.19734e-05 0.0434148 -0.0045917 0.00694529 0.0479056 0.00750927 0.00192766 -0.0915164 0.0124785 -0.00241941 -0.0576794 -0.0930915
internal_weight=0 1703.46 1613.01 1571.78 1495.5 1380.83 897.811 496.997 41.2313 6.79303 2.20937 400.814 283.954 483.021 372.038 98.2235 114.663 60.6877 365.014 35.2318 329.782 209.868 90.4525 116.86 111.067 11.2683 99.7983 75.7336 20.3037 16.9399
internal_count=29128 18860 17486 15547 14456 12621 7937 5020 1939 316 75 2917 2250 4684 3553 10268 1835 926 3492 325 3167 1835 1374 667 641 51 590 456 122 102
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=0 2 5 5 0 0 10 10 1 11 6 5 2 11 6 4 7 8 11 4 8 2 0 9 2 5 5 11 10 6
split_gain=43.7973 16.3147 14.0269 22.1868 14.0993 13.3661 12.8841 16.0853 13.6787 11.5421 11.4882 8.19985 8.17005 7.99773 7.90267 7.77487 7.68929 7.64797 7.6012 9.27582 7.38658 7.45006 7.06434 9.66539 8.35301 8.32419 22.5177 10.9806 6.8738 6.85219
threshold=123.62855529785158 0.78081020712852489 153.17446899414065 98.567245483398452 84.275039672851577 97.963001251220717 1.2135718919024565 0.74271755011551432 82.651683807373061 2.9585756679349626 114.01667785644533 124.467098236084 2.7194534540176396 2.8648029883676256 61.029716491699226 2.1451683044433598 4.4645447731018075 0.097900390625000014 2.7311351319127763 0.22421264648437503 2.4343019723892216 1.9291890263557436 160.48292541503909 0.43037033081054693 1.4202668070793154 120.93315505981447 155.79788970947268 2.9066366275125231 0.5919621942754032 79.102630615234389
decision_type=2 2 2 2 2 2 2 2 2 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 -3 17 15 7 20 -8 14 11 -10 -11 -2 -9 -6 -7 -4 19 -13 21 -5 23 25 -25 27 -27 -15 -1 -21
right_child=13 2 4 6 5 16 8 9 10 12 -12 18 -14 22 -16 -17 -18 -19 -20 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.1039619823253599 -0.090509749964636899 -0.0070533809917819315 0.20983453085816986 0.0150068698879787 0.0056906314701726645 -0.047170759773303421 0.037024512228152409 0.13129556789674893 -0.0043113923074376403 0.068207424620069512 0.095163477596544338 0.14625748829758564 -0.13200073760088396 0.60892860231480384 0.019712792097521203 -0.10994724112850958 0.16153053039345963 -0.045715492658171028 -0.097788928095292188 -0.069990960339455899 0.13204156471050463 -0.045782131240778901 -0.073439114545744741 0.14024955793766081 -0.070229407344111427 0.58466117776094539 -0.10227603032064861 -0.05758298167287132 0.073320220606261949 0.070860814317258894
leaf_weight=2.3116281628608695 58.111342055723071 507.80984638817608 1.1835474921390403 46.238313573412597 381.4271778985858 73.366226699203253 67.370097012259066 6.6481202552095047 66.873595817945898 134.27578542940319 8.2360485009849054 2.9857706362381604 2.069685172289609 0.27994122821837963 140.20605972781777 5.9042432792484751 1.8088968330994237 111.36099801491946 24.344242013990879 17.257337261922661 3.7490041116252533 35.747599077410996 17.436924006789923 2.3515128009021273 9.5141549557447416 1.1446294132620094 0.81835775263607491 2.1120367497205734 40.596008237451315 4.3180758925154796
leaf_count=23 7453 5255 22 515 2150 1900 726 68 662 1560 117 27 22 12 1370 39 39 2817 207 225 35 375 1770 25 812 36 52 108 664 42
internal_value=0 0.00289614 0.00130659 0.0080858 -0.0112855 -0.00356134 0.0218062 0.0327279 0.000752495 0.0442166 -0.018952 -0.0270697 0.0651683 -0.0680427 0.0247642 0.00392792 -0.0421489 -0.0430281 -0.0581895 -0.0189398 -0.00522173 -0.0114984 -0.0292522 0.018248 -0.0285171 0.145666 0.298281 0.0204211 0.0637692 -0.0418011
internal_weight=0 1686.09 1643.18 1068.13 575.051 462.507 560.32 368.935 191.385 283.2 124.015 115.779 136.345 91.7689 146.854 387.331 75.1751 112.545 48.9054 24.5612 85.7349 81.9859 33.6576 16.2206 11.8657 4.35497 1.96299 2.39198 42.9076 21.5754
internal_count=29128 18860 18173 11206 6967 4128 5951 3945 2006 3020 1280 1163 1582 10268 1438 2189 1939 2839 501 294 925 890 2815 1045 837 208 88 120 687 267
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 2 1 9 7 5 11 6 2 5 5 5 9 10 12 7 4 3 11 6 11 1 4 2 11 9
split_gain=38.5865 14.434 13.0602 12.3446 15.2164 13.3351 11.5837 9.35144 8.50486 13.1333 8.32943 9.08263 7.828 8.45337 7.60994 10.4986 14.6047 8.43276 7.46943 10.4989 7.27668 7.42221 8.81486 8.64691 7.15617 8.42072 8.10178 8.98615 6.99973 6.98536
threshold=123.62855529785158 216.09744262695315 61.820037841796882 97.963001251220717 88.567638397216811 1.7728645205497744 77.101856231689467 1.3263244628906252 1.8914306759834292 128.41931915283206 2.9825439155101781 71.699024200439467 2.3780279159545903 153.17446899414065 280.64428710937506 271.60650634765631 1.1121368408203127 0.84142149247468423 2.4660758972167973 1.833860516548157 0.15036010742187503 2.2054290771484379 1.9292644411325457 122.25455474853517 2.933217052613394 115.35482025146486 0.39992523193359381 2.3676756620407109 3.1330871621714995 0.87928771972656261
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 10 8 24 18 -10 -6 -12 13 -2 15 17 -17 -5 19 -7 -19 23 -23 -22 25 26 27 -8 -4 -28
right_child=12 -3 3 14 5 6 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 20 -20 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.048989918949794244 0.023349394944427577 0.052191183323879911 -0.0080852655482929105 -0.055043694740541937 0.018789622699593979 0.02399028350194992 0.08534564876806415 -0.044096252164436203 0.063177772984433514 0.0061923035300478525 -0.019646141838741724 0.062581139011142831 -0.089569610296684449 -0.079145175624973696 -0.071185061230402996 0.584320202656745 -0.010369737533511864 -0.078930309287475423 -0.077331568122525979 -0.15146650186926305 -0.018914787839060612 -0.10267116373858903 0.098167233434116791 0.051075214612253395 0.037710474445739779 -0.11968359943698902 -0.038874155841465252 -0.082893010699778655 0.085297381718519097 0.031348885563212241
leaf_weight=50.851759513840079 16.323339608497918 56.758933572098613 545.21761834993958 41.271142088808119 257.7263775523752 35.019858326762915 15.806787803769113 69.300412964075804 69.398321382701397 96.933257456868887 15.568778615444897 97.931435704231262 53.568833642173558 15.870607783552257 25.430040658451617 0.70113273337483306 1.0047675408422945 11.843017925508319 14.446651484817265 3.7783357501029959 95.256726587191224 2.600506221875551 13.689077400602399 21.666818613186479 38.233139757066965 6.9071859717369071 54.285423193126917 3.9727909490466109 8.1468582395464164 19.166910164058208
leaf_count=2174 1363 916 6044 1033 1563 195 86 389 473 544 97 1260 7348 1557 753 18 29 168 78 20 1667 122 204 185 315 35 301 23 64 104
internal_value=0 0.00262549 0.00088476 0.00250503 0.00603392 0.0148661 0.00282 -0.0141111 0.0188332 0.0299683 0.0287301 0.0513021 -0.0661485 -0.0271772 -0.0198431 -0.0128994 0.234051 -0.0151604 -0.0159515 0.00690354 -0.00381283 0.00286532 0.0661049 -0.00594511 0.000906238 -0.0131456 -0.00525265 0.0515544 -0.00671045 -0.0205499
internal_weight=0 1672.91 1616.16 1565.3 1351.84 798.476 427.249 207.673 219.576 166.332 371.227 113.5 85.7628 32.1939 213.463 188.033 1.7059 186.327 53.2448 38.7982 145.056 133.213 16.2896 116.924 138.372 100.139 93.2319 19.7796 553.364 73.4523
internal_count=29128 18860 17944 15770 11591 5483 2563 1253 1310 1017 2920 1357 10268 2920 4179 3426 47 3379 293 215 2346 2178 326 1852 864 549 514 109 6108 405
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=0 2 0 11 10 13 6 1 11 2 11 8 11 11 13 9 9 7 1 5 6 1 0 11 8 0 7 13 1 6
split_gain=33.5922 13.1422 14.7595 10.0836 11.5936 9.42516 11.1262 9.91611 9.6862 9.30755 8.21761 8.45267 7.90777 7.86419 8.05469 7.48386 6.77795 6.73261 7.7732 6.51647 10.0223 9.73739 6.38715 7.03474 6.736 11.5246 9.71615 6.83838 6.30809 6.30481
threshold=123.62855529785158 0.9411427676677705 61.820037841796882 1.6804251710521145 0.56005412511034247 2.5337422529803679 74.142314910888686 65.442749023437514 3.0847853442006792 1.5182514786720278 2.7311351319127763 0.49507904052734381 2.8648029883676256 2.8508814742141451 1.1267852783203127 0.98158264160156261 0.96247863769531261 3.7460871934890752 120.65975570678712 155.79788970947268 120.05129241943361 145.79896545410159 97.963001251220717 2.7261588126420979 1.2872924804687502 100.18855285644533 1.6970191001892092 2.9022585471444811 173.1928634643555 44.473758697509773
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 -6 15 -3 -9 -12 -2 -11 -15 16 -8 -17 -19 20 -1 -22 23 -7 -24 -26 -27 -28 -23 -25
right_child=12 2 3 4 5 22 8 10 -10 13 11 -13 -14 14 -16 17 -18 18 -20 -21 21 28 24 29 25 26 27 -29 -30 -31
leaf_value=-0.040677689103581272 -0.088589190501017989 -0.088854628082218487 -0.026434364733032917 -0.029916411457765135 0.040366118506343744 -0.022619908951840031 0.024115308870717837 0.0082711040746327666 0.052831305711512122 -0.055948692748575106 -0.14236619383184856 -0.019713124195171485 -0.024144837013418487 0.34061913723882398 0.028225460437368 -0.0017946028782460358 0.14636635769548886 0.12302288001119743 -0.04483897930561842 0.013204345047355749 0.316013255178409 -0.053327220018120437 -0.084574551334546361 -0.072817301260045972 -0.14382734511269998 0.20163940422069879 0.043206555993322369 -0.082232833244176004 0.092903835879888819 0.01273819066872179
leaf_weight=6.9546216130256644 49.487198080867529 28.723292398266494 116.72317391820252 93.368909624405205 47.596344461664557 108.76236349437386 280.01797452382743 150.63977889064699 78.124773799441755 4.3702964317053548 5.8249729909002772 158.67779449094087 30.94858705252409 1.3163449652493002 2.2128245886415243 229.23287270218134 4.6098271142691365 9.0857304558157903 3.9614329524338237 42.185980010777712 1.8196399975568045 3.2749420646578065 20.571031460538507 9.0155999772250635 5.0859340913593796 2.6814979668706682 12.12045866623521 6.7753549329936495 29.729473773390055 193.08966975286603
leaf_count=106 7453 1557 1955 1255 439 921 2496 1542 797 308 42 1262 2815 20 54 2208 41 85 35 517 24 25 297 63 45 39 259 152 702 1614
internal_value=0 0.00238101 0.000322885 0.00181882 0.00414246 0.0065409 0.0116696 -0.00217809 0.0199719 -0.0624169 -0.00860359 -0.0240562 -0.0637935 0.0337134 0.144745 0.0150998 0.0260953 0.00218237 0.072056 0.040928 0.068922 0.0908099 -0.00731952 -0.00211368 -0.0415812 -0.00841136 0.0235072 -0.00177147 0.0783937 0.00892169
internal_weight=0 1656.55 1572.59 1535.97 1419.24 1325.87 967.772 362.739 605.033 36.6228 315.143 164.503 80.4358 7.89947 3.52917 526.908 284.628 242.28 13.0472 83.9647 41.7787 34.8241 358.102 310.868 47.2343 26.6632 21.5773 18.8958 33.0044 202.105
internal_count=29128 18860 17486 15547 13592 12337 8947 3285 5662 1939 2846 1304 10268 382 74 4865 2537 2328 120 1374 857 751 3390 2598 792 495 450 411 727 1677
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=0 5 5 2 0 0 11 0 10 2 11 1 6 9 10 12 1 8 5 9 8 8 6 2 10 10 2 12 10 6
split_gain=29.658 13.133 19.8597 16.2165 12.6418 13.0734 10.4369 11.8512 14.277 20.5996 31.0273 10.8268 8.25175 7.85402 7.65739 7.55198 7.82102 7.58759 12.5661 7.927 8.68889 7.60394 14.169 7.34457 7.98853 7.23688 8.54203 7.53169 7.23487 8.71821
threshold=161.65264129638675 155.79788970947268 93.108844757080092 1.088234066963196 100.18855285644533 84.275039672851577 3.0085972567373003 121.18785095214845 1.1730970729400552 2.2931005954742436 3.0826583802700047 67.320140838623061 115.91648483276369 0.63467407226562511 0.60324479298590394 2.1785100142108367 86.217388153076186 2.9593937397003178 383.03025817871099 0.18540954589843753 2.6150894165039067 2.5542602539062504 72.667308807373061 1.4202668070793154 0.93982864139274669 1.4241589224156175 2.7194534540176396 3.1094411055194304 0.73391492546652359 148.76685333251956
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 -3 11 25 9 -9 -11 14 -4 28 -5 17 -17 19 -19 -7 21 -21 -23 24 -18 26 27 -8 29 -13
right_child=-2 4 3 6 -6 15 7 8 -10 10 -12 13 -14 -15 -16 16 23 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0080033400122255949 -0.085987733813459116 -0.035022564742501039 -0.021645383233725377 -0.042548606846027369 -0.049420988270140277 0.06172292219390383 0.049367743208137332 0.17853557250994784 -0.10266390726147288 1.3504515753369739 -0.10118167964139609 -0.091276752639108352 0.091362820168050737 -0.011236113246815159 0.057332504229458348 -0.012720241978874178 -0.03333923021532912 -0.0043938167997684989 0.13278997217271299 -0.015509697103171363 -0.056760657004216897 -0.080311053013440437 0.15598193090772683 0.056629905394531194 0.040047538603993731 -0.018580361274226277 -0.10993419889454613 -0.15130502290016701 0.029145237784786393 0.039763337228352964
leaf_weight=460.23922441992909 39.783251869492233 113.86151960957795 7.6305206026881924 8.8676534569822234 73.786442474462092 12.071128133684395 122.79920297861099 1.9325778558850286 1.006526479963213 0.41266283160075534 0.22892361599951982 11.846778101753445 42.171348676085472 231.97913951333612 57.100511938333511 54.714789986610413 26.487341951578856 22.748751739040017 9.4514159578829986 113.58417603746057 51.135844450443983 3.9521606937050802 7.0904482491314411 62.857859406620264 33.712022639811039 23.366694651544094 3.6000294908881179 1.8992456980049599 113.06074751308188 8.8849260075949115
leaf_count=5755 6042 2872 151 160 3833 72 1336 40 67 27 25 129 916 2978 709 305 200 127 53 681 297 21 37 325 347 174 31 15 1266 137
internal_value=0 0.00136885 0.00782308 0.0192617 -0.0107251 -0.00514489 0.0146134 0.0368502 0.216667 0.341529 0.832496 0.00661743 0.074048 -0.000107725 0.0439062 0.00340681 0.0187356 -0.00897778 0.0358725 -0.0166664 -0.0220501 -0.00780792 0.0714124 0.0327218 0.00775782 0.0326049 0.0419271 0.0463114 0.0191875 -0.0351173
internal_weight=0 1682.48 1097.03 636.787 585.454 511.667 586.986 155.246 3.58069 2.57416 0.641586 431.74 49.8019 365.772 65.9682 397.806 177.772 220.034 32.2002 187.834 175.763 124.627 11.0426 123.057 60.1994 151.665 128.298 124.698 133.792 20.7317
internal_count=29128 23086 13916 8161 9170 5337 7094 1715 159 92 52 5379 1067 4510 869 2465 1177 1288 180 1108 1036 739 58 872 547 1556 1382 1351 1532 266
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 10 6 5 11 10 6 3 7 2 12 12 8 13 9 12 9 3 10 0 8 7 7 9 10
split_gain=26.8675 11.5172 18.6587 9.77318 9.54807 14.8893 7.9932 9.2356 7.52659 6.88394 6.55312 7.55139 6.8279 8.89523 8.36473 6.80519 6.65414 6.5509 6.41897 8.2739 6.48881 5.98542 9.71543 6.37898 5.95183 5.93828 5.9343 6.729 5.87742 6.33271
threshold=119.63136672973634 88.567638397216811 92.264411926269545 1.0161738991737368 1.9927505254745486 1.9855852127075198 0.88902885066707826 120.77073287963869 646.57312011718761 3.0085972567373003 0.64467945610171162 124.35158920288087 1.5371856689453127 0.50526958703994762 2.1810956001281743 3.0048739035897936 2.8813349326425279 2.6781984567642216 3.0435701926522936 0.60556411743164074 3.0945688803964342 1.909202575683594 1.2295390963554385 2.1862989364202008 85.058849334716811 1.4747924804687502 2.0716886520385747 1.9805274009704592 0.63467407226562511 4.798736105789243
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 26 -4 8 -8 28 15 12 13 -12 -15 -1 17 24 20 -20 -14 23 -23 -11 -13 -24 27 -2 29 -5
right_child=4 2 6 9 -6 -7 7 -9 -10 21 11 16 18 14 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.049752386554740735 0.013407691612816125 0.086137435222337813 -0.021623682180982096 0.035156013853052746 -0.075424258193360016 0.58456465486374432 -0.0036174825423871586 0.040024060131031006 0.19093462777700448 0.062555187168973209 0.21744432543692366 -0.0074915111117036526 0.00060889963973834898 -0.022701656149214988 0.098884754102011654 0.05215924615136755 0.062131664247641494 -0.10044244125621271 -0.0051259890900099154 0.24898866325120977 0.17023587850068528 -0.12254232876660494 -0.044490270844411331 -0.086104050121040956 0.049956120304429988 0.12360996494575971 -0.077715496103476611 0.29292613134418682 0.0042606250015982698 -0.1010043152103723
leaf_weight=58.710049705579877 10.906215161550794 23.694140950217843 171.02442056499422 121.26546558737755 62.692527743522078 0.43230721633881231 318.28063265606761 61.09769668802619 2.0010056728497139 70.975189760327339 1.5807232102379192 53.548741421662271 120.44448879547417 297.87013611570001 5.7678114399313918 7.3754062177613369 26.247195291332901 5.5517817838117471 2.6453657029196611 2.4848544131964445 2.2981781819835296 5.2354179397225371 3.7214009612798673 3.0088375359773627 27.192804262042046 4.827643021941185 7.6062293392606071 0.93509349972009737 224.99409330077469 3.5147691071033469
leaf_count=1255 403 598 2122 775 9826 22 3201 748 24 931 20 574 1195 4636 38 106 291 52 20 27 24 37 27 16 272 24 558 34 1256 16
internal_value=0 0.00219759 0.00873689 0.0235848 -0.0562756 0.00411121 -0.00366057 0.00439474 -0.00240199 0.0201974 -0.0086383 -0.00503624 -0.0110332 -0.0191603 -0.020392 -0.0383786 0.0180418 0.00463131 0.00836543 0.117956 0.00378492 0.0452373 -0.0152622 0.0565094 0.0118562 0.0504359 -0.00879193 0.0354809 0.0139142 0.0313207
internal_weight=0 1625.36 1013.64 461.237 82.5724 19.8798 552.404 381.379 320.282 437.543 611.718 545.632 433.092 305.219 303.638 66.0855 112.541 86.2933 127.873 5.13022 122.743 87.7685 13.7845 73.984 80.7415 8.54904 19.4475 11.8413 349.774 124.78
internal_count=29128 18285 9775 3680 10843 1017 6095 3973 3225 3082 8510 7149 5960 4694 4674 1361 1189 898 1266 47 1219 1035 88 947 846 51 995 437 2047 791
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=0 0 0 2 11 10 11 4 0 9 4 4 11 11 9 6 11 2 5 5 3 1 2 11 7 9 7 5 5 12
split_gain=23.8629 10.9027 16.3968 13.5024 9.48142 9.00215 7.54547 7.16694 6.3395 6.29419 6.19688 7.75226 15.6936 25.2869 8.12106 6.11928 11.0227 5.99157 8.50175 12.9844 8.65998 6.88516 6.79128 8.15318 6.50656 6.43971 5.89274 5.88005 5.95307 6.53204
threshold=161.65264129638675 97.963001251220717 88.567638397216811 1.2482844591140749 2.1629171093278612 0.77364297596054377 2.8855178972058977 2.09642505645752 60.086181640625007 0.41520690917968756 0.15036010742187503 0.87250709533691417 2.2363756597042088 2.2115988358855252 0.33853149414062506 76.51062393188478 2.4010871370607103 2.2388130426406865 132.11690521240237 109.64707946777345 2.2405153512954716 77.101856231689467 1.4275722503662112 2.7968710511922841 2.3450434207916264 0.35617065429687506 1.072742283344269 99.154853820800795 123.35991668701173 2.2693621238046373
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 9 -4 -5 -1 -6 26 12 13 -12 15 16 -13 22 19 21 -20 -19 24 -24 25 -14 -7 -17 -29 -30
right_child=-2 4 3 7 5 10 -8 -9 -10 -11 11 14 17 -15 -16 27 -18 18 20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.047155230652805719 -0.083371463931133871 -0.067857630285488607 0.01794596425313132 0.010979859391888908 0.019279969967529131 0.10622644846607501 0.077722039149695582 -0.055647076440375802 -0.0051993268519915292 -0.07581837798627887 0.0038592682295138288 0.2475187172632464 -0.027388601985861301 0.82753165522503669 -0.029101466866432509 -0.0055466590307131688 -0.10030512761482831 0.19384662071922867 0.23439710811214312 0.33954669851045699 -0.074025148898001089 -0.05081766397554327 -0.082086714854222129 0.017578318397087782 -0.022578481704195675 0.1476742383578887 -0.087498103787212345 0.23043177761467823 0.16931095487075623 -0.061641630033645568
leaf_weight=38.448938983492553 34.114810851402581 33.254362563136965 37.685426982119679 697.94087971746922 9.0487398416735214 1.7916447431780387 48.031090239062905 16.527158826589584 568.63353475276381 30.14708683360368 0.89605616591870674 1.1076971995644296 2.7834298182278898 0.6381813152693212 74.265223030466586 4.9274728512391439 5.1336042825132608 2.0671790544874948 1.1539156730286775 2.5179492975585163 4.313679579179734 2.5929315434768796 12.337887836154549 24.521800472401083 6.2036463320255271 8.5735846441239101 12.702433243393896 3.5543518797494453 2.6004365952685475 2.3146807863377035
leaf_count=1840 6042 2560 343 4461 360 35 1187 104 6670 1566 39 28 20 15 2054 97 154 51 40 38 180 81 350 352 44 61 248 28 48 32
internal_value=0 0.0011206 0.00453603 0.013938 -0.0181476 -0.0105014 0.0514414 0.00943864 -0.00785656 -0.053864 -0.000898787 0.00468934 0.0302434 0.346474 -0.0139789 0.0432093 -0.0385739 0.0230092 0.0850145 0.156576 -0.00893378 0.057713 0.00860101 -0.0157821 0.059781 0.104769 -0.0635514 0.0813101 0.131843 0.0605482
internal_weight=0 1656.72 1407.27 800.185 249.448 216.194 85.7165 714.468 607.082 39.1958 176.998 162.504 68.6002 1.53424 93.9035 19.6382 6.2413 67.066 12.6457 7.17806 5.4676 4.66011 54.4203 36.8597 17.5607 11.357 14.4941 13.3969 8.46947 4.91512
internal_count=29128 23086 14605 6095 8481 5921 1530 4565 8510 1926 3995 3712 1271 54 2441 387 182 1217 390 170 220 132 827 702 125 81 283 205 108 80
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=0 2 5 5 10 10 11 0 12 0 1 9 1 4 0 0 7 3 8 0 3 9 12 6 4 3 8 11 0 8
split_gain=21.1376 10.3752 10.4317 14.9575 10.2991 11.5356 10.4211 10.7588 11.2901 10.274 9.96964 9.70286 9.70891 9.3066 10.9937 8.76374 7.92901 7.81834 7.67638 7.62773 7.32334 7.08996 11.7682 9.68715 9.77274 7.06278 7.05154 6.9126 6.88921 6.78256
threshold=161.65264129638675 0.78081020712852489 153.17446899414065 93.108844757080092 1.2692070564192282 0.74271755011551432 2.873552264767238 121.18785095214845 2.2592137495623992 117.99692535400392 79.827007293701186 1.5764770507812502 77.356906890869155 0.41658592224121099 87.523010253906264 84.275039672851577 1.7109872102737429 1.8097886443138125 2.4343019723892216 93.761161804199233 2.7326774597167973 0.99084472656250011 2.0967470725351061 86.359340667724624 0.56939220428466808 0.51894760131835949 0.96214929223060619 3.0481760968738283 96.480339050292983 1.2576904296875002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 11 -9 15 13 20 -13 28 -15 -4 -12 -14 -5 29 -8 22 23 24 -18 -24 -21 -27 -6 -7
right_child=-2 2 9 4 10 6 7 8 -10 -11 16 12 17 14 -16 -17 21 -19 -20 26 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.053976238588800421 -0.081802722861164273 -0.0080886495458435681 -0.035049252409609134 -0.012079273275949095 0.1433393990351329 0.079306051401600741 0.060798327490536125 0.30332192814566844 -0.059295662596846044 -0.08183841513386729 0.093417109753213934 0.0880931393865763 -0.015405342091072725 -0.069727538193934485 0.039007155364127175 -0.0024921579177447383 0.050899723132024621 -0.20619917666492751 0.13084877999100117 -0.11931703217029577 -0.1252350302771405 -0.049224992977106093 0.13284458011995229 -0.19363369955086318 -0.073689742345047576 0.039086510253122264 -0.0049255181707760845 -0.09314135123050199 -0.047756266165392997 0.014750895452438899
leaf_weight=36.134827742353082 31.430747741367668 449.28893489250913 101.81498679332435 88.435583028942347 10.094047250226138 20.781406897120178 137.27506549935788 3.1788428914733222 1.1763560511171816 19.862402289174497 6.0163271669298402 8.9077345281839353 22.767175054177645 12.602025743573902 35.469087470322847 439.91855287365615 10.320227356161928 2.3714756565168491 3.9244485013186923 6.4039674322120836 2.1491876635700455 59.046489599626511 6.4474610150791696 3.9153730650432399 16.145179708953947 23.520624061580751 33.996083731763065 4.7524817385710767 2.3201837772503486 75.061075719073415
leaf_count=689 6042 5689 2839 1212 106 215 1789 72 43 2526 100 64 198 223 392 3721 108 21 43 122 20 825 70 45 246 270 594 45 53 746
internal_value=0 0.0009843 -0.000206558 0.00569423 0.0160656 0.0250608 0.0341968 0.0501411 0.205378 -0.0112009 -0.00311049 0.0462437 -0.00161609 0.0304357 0.0105019 -0.00861103 -0.0186989 -0.033404 -0.00600615 0.0133861 0.0579307 -0.0241321 -0.00137307 -0.0468252 -0.0251059 0.0383979 -0.0230582 0.0168601 0.107624 0.0287483
internal_weight=0 1644.1 1607.96 1046.37 597.078 406.428 314.068 177.826 4.3552 561.596 190.65 173.471 34.0464 60.4853 48.0711 541.734 130.164 25.1387 92.36 136.243 139.424 124.148 65.1013 30.3808 26.4654 34.7206 40.4001 28.2731 12.4142 95.8425
internal_count=29128 23086 22397 13311 7622 5139 3884 2207 115 9086 2483 2092 283 774 615 6560 1709 219 1255 1677 1809 1609 784 399 354 385 716 315 159 961
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=0 11 10 2 11 0 0 10 2 1 4 3 5 13 8 12 1 8 9 10 10 8 11 6 6 3 11 0 11 0
split_gain=18.7803 9.18958 10.3054 8.36405 6.72629 6.47957 12.5859 6.44274 6.33815 7.84155 6.37639 8.63933 5.98558 8.17539 6.60031 7.59583 5.89617 5.73039 6.34165 8.14528 7.06295 8.33492 6.10113 6.6484 6.80616 12.1321 12.3708 7.07974 9.46376 7.65565
threshold=148.29614257812503 1.6804251710521145 0.56005412511034247 0.78081020712852489 3.1285317560010637 88.567638397216811 92.024089813232436 4.0065866488166222 1.1333147287368777 74.853733062744155 0.91949462890625011 1.4342021942138674 391.65135192871099 2.8370501120858873 2.9887911081314091 1.7662493308358871 69.814136505126967 3.1071993112564091 1.4823074340820315 4.798736105789243 1.9779179589244251 2.8303654193878178 2.9863000402795241 57.013532638549812 102.15799713134767 1.6342837214469912 2.8648029883676256 90.884799957275405 2.6697162707620348 89.952209472656264
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 -5 17 12 -9 16 11 -11 -1 14 -14 -16 -10 18 19 22 -20 -22 23 -7 25 26 27 29 -29 -25
right_child=-2 2 3 4 -6 6 -8 8 9 10 -12 -13 13 -15 15 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.042785524643706996 -0.069648290695715362 -0.027980598899335303 0.055032796871151514 -0.0060757776577360645 0.044753630043510323 0.064002822530260337 -0.0016285184401499848 0.30189456031213691 0.034380616987767142 0.1767025846876942 -0.12994970561933153 -0.07195036082340063 -0.050599062581998491 0.24770433038216477 0.3682319365111506 -0.024972423964839729 0.24123167985246718 0.13304312488448561 0.010552519568372574 -0.12973452263634014 -0.13716737508845575 0.034012679883271051 0.061507254324204431 -0.075246463206733297 0.037893531208143857 0.047773596855969075 0.066627340079851549 -0.044509492958802771 -0.21073353688672933 0.038015997869114679
leaf_weight=93.021080298814923 38.396995717659593 98.828621102962643 33.187884019687772 493.37720259930938 39.767764453776181 33.028527673333883 503.55003880150616 0.8265008674934532 3.864855649881064 2.4012828329578024 4.2146652261726558 3.3420611298643053 6.3001539292745274 1.5788914235308755 0.9231887338683008 1.0501424572430549 2.1416107397526503 4.6980974189937106 86.763155484572053 3.1157168000936499 7.3878891877830011 4.6251843869686127 56.66859938763082 14.762398324906828 64.430414985865355 26.539121273905039 9.3661465384066087 7.6732246167957765 6.1866959035396576 10.017252042889593
leaf_count=2274 7296 1885 663 6116 468 181 7157 13 54 24 117 60 180 26 19 24 35 26 541 16 35 21 911 77 513 176 89 39 39 53
internal_value=0 0.00111008 0.00323218 0.00542748 0.00422752 0.00301776 0.00836644 -0.025561 0.0318726 0.0178932 -0.0365378 0.032011 -0.0349353 0.0391824 -0.000611461 0.158981 0.108134 0.0233785 0.0218199 0.0308616 0.000602447 -0.0712609 0.0330498 0.0236742 0.0140898 -0.00648425 -0.0364798 -0.0614727 -0.118707 -0.0294598
internal_weight=0 1623.64 1503.97 1405.15 1371.96 1332.19 838.812 119.664 16.791 15.9645 9.95801 5.74334 102.873 9.85238 8.27349 1.97333 6.00647 335.262 330.564 231.788 98.7762 12.0131 228.672 172.004 138.975 74.5448 48.0057 38.6396 13.8599 24.7797
internal_count=29128 21832 19006 17121 16458 15990 9874 2826 303 290 201 84 2523 249 223 43 89 2717 2691 2094 597 56 2078 1167 986 473 297 208 78 130
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 6 7 11 10 4 7 5 3 7 12 9 1 6 3 7 6 11 8 10 0 0 7 11 11 11
split_gain=16.8124 8.42992 11.2758 11.3735 9.62796 7.86875 12.6401 7.76146 7.1769 6.36254 6.76391 7.84248 6.88359 6.06243 7.37248 6.02617 6.47826 7.45786 6.21766 5.98956 6.03438 5.94537 7.32688 9.42239 6.1746 5.80975 7.39635 6.84314 6.72333 7.24447
threshold=161.65264129638675 97.963001251220717 88.567638397216811 1.7790423035621645 77.101856231689467 107.13864135742189 3.1965712308883671 2.1629171093278612 0.77364297596054377 2.09642505645752 1.9026531577110293 128.41931915283206 0.98531213402748119 1.833860516548157 2.4660758972167973 1.3263244628906252 88.42016983032228 146.53764343261722 0.98531213402748119 3.3269783258438115 50.546110153198249 2.2363756597042088 2.4058659076690678 0.80175501012860639 90.975200653076186 92.654197692871108 0.75061476230621349 3.0630530416965489 2.4010871370607103 2.6080390850650237
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 25 -3 -9 10 13 -12 -13 14 -5 16 17 -6 -17 -14 -21 -18 23 24 -23 -7 -27 28 -28 -30
right_child=-2 7 3 4 15 6 -8 8 -10 -11 11 12 19 -15 -16 18 21 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0065117921021414079 -0.078622765468245537 -0.064099435904802812 0.0095774822987958978 0.023556581290959392 0.027297565836710239 0.060216170152264131 -0.043086535752277111 -0.049965630164740857 -0.0012088394293597829 -0.048232777598643799 0.058063551950793296 0.12563139221895844 -0.0088666466500912557 -0.13089559678394014 -0.065917645889619833 -0.10191385759020775 -0.092771512832652447 -0.097221542308944281 -0.0251020217570842 -0.01764969358708671 0.10732612517688307 0.028824653341056324 -0.075674091651312336 0.038165845746075844 -0.14757822125456085 -0.086604888678689249 0.11394236533909963 0.10572276590993934 -0.10032216865658268 0.019234524336220971
leaf_weight=597.4958585165441 27.077084728516638 29.934480951866135 185.03683323413134 32.139900982379913 63.252256769686937 111.9038442466408 17.265314556658268 36.536031532101333 173.82165807439014 14.835426304489372 60.389921203255653 4.9648024402558795 66.66247858479619 3.9760154485702506 12.907541722059248 13.175047259777783 11.199990626424549 5.2058440446853629 52.656989820301533 6.3148401379585293 9.9526639804244024 3.1630616858601552 13.373496215790508 28.562141805887222 5.3243002891540527 5.6922681611031285 6.0989520177245131 10.520228734239934 5.9733938276767722 33.44766310788691
leaf_count=8510 6042 2560 1182 183 413 1612 121 1926 3995 94 444 27 382 22 70 76 74 30 297 31 57 19 74 199 32 73 37 215 30 301
internal_value=0 0.000830145 0.00383699 0.011724 0.00016313 0.0242725 0.0385161 -0.0164568 -0.00967718 0.0149244 0.0196731 0.030319 0.0112565 -0.0125281 -0.00208066 -0.015821 -0.00334432 0.0178286 -0.0404745 0.00440918 0.0588121 -0.0268657 -0.0122267 0.0106755 -0.0818366 0.0466301 0.0220024 0.0330342 0.016235 0.00111834
internal_weight=0 1621.78 1381.49 783.995 408.057 375.938 190.902 240.292 210.358 212.144 197.308 148.285 87.8948 49.0235 45.0474 195.913 130.081 68.4581 65.832 82.93 16.2675 61.623 50.423 37.0495 8.48736 173.636 61.7325 56.0402 45.52 39.4211
internal_count=29128 23086 14605 6095 2524 3571 2389 8481 5921 1310 1216 941 497 275 253 1214 841 443 373 470 88 398 324 250 51 2268 656 583 368 331
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=0 11 10 6 5 0 3 12 0 12 5 8 4 5 10 13 5 9 7 13 9 11 2 3 13 12 10 7 5 8
split_gain=14.8354 7.50742 8.84725 14.0336 9.26618 8.01578 7.42702 7.36501 6.73511 6.70192 6.66269 6.56028 10.2429 8.60446 9.46222 8.19029 9.0147 7.32026 9.24388 7.70566 6.60949 6.54698 8.06105 6.39441 6.28029 9.15655 6.24824 6.36413 6.2078 6.04518
threshold=161.65264129638675 1.6804251710521145 0.83358370580881969 115.91648483276369 408.11764526367193 107.79803848266603 2.2166647911071782 2.0080680847167973 144.928092956543 2.3682467063241686 89.135879516601577 1.1148376464843752 0.055309295654296882 137.08075714111331 2.1082477790067053 1.6750876029306137 171.14025878906253 1.1121368408203127 2.5635943412780766 0.61916223366791823 1.4704437255859377 2.8160892687737946 0.9411427676677705 0.57966995239257824 2.5535914023690904 0.82953515847260573 1.1278683603501143 3.6157987117767338 93.937774658203139 1.0706787109375002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 24 11 10 -9 -8 -5 12 -4 14 -13 16 17 18 -15 -19 -21 22 -17 -24 -3 -26 27 -6 -12 -14
right_child=-2 2 3 4 26 -7 9 8 -10 -11 28 13 29 15 -16 21 -18 19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.023642465969066329 -0.076784485608683714 0.0014304725038225957 0.12133436224418322 -0.067611655391652786 -0.12847826106526763 -0.067024598089648987 0.040491011014299472 0.044559521048375711 0.26036954786183741 -0.1335885855115054 0.20995630748472888 0.020359890258938172 -0.020050698752302226 -0.13010309887824176 -0.021738089312534563 0.32290444038660188 0.022196340601824543 -0.076851247447802126 -0.010400143267426765 0.15418196458043795 0.0028850895159326061 -0.056724496600798847 -0.088301569835155427 -0.00043184435804847479 -0.13440648560784713 -0.019060418778986038 0.053160174992364063 0.031216044126539746 0.013021533719747964 -0.1232426028669996
leaf_weight=116.9433615359012 25.057512925704941 281.61018961947411 5.0034265532158306 10.702884344384072 8.3290567612275499 23.110042022075504 62.182945869863033 152.67144565004855 1.4599394579417992 2.2931417399086049 1.6731570563279081 312.74056177539751 144.45817144634202 12.070767095312478 64.38279773062095 0.72207458317279716 100.39972169883549 5.8918999857269254 13.857371929567305 4.7717314865440112 7.3118764837272465 51.283922991715372 9.663716678041963 57.911689961329103 7.3932702122256151 99.556500634178519 4.9408477870747438 3.5630644639022639 36.929865154903382 5.9092095503583542
leaf_count=3033 6042 3023 55 117 90 2067 982 2376 44 88 19 3324 1629 123 827 17 1387 84 178 59 107 574 174 881 75 1103 65 40 466 79
internal_value=0 0.00075699 0.00266841 0.00741892 0.0299423 -0.00980736 0.00165577 0.0358421 0.0466037 0.0342997 0.00220123 -0.000987132 -0.0194223 0.00348129 0.0131729 -0.0103692 0.00566829 -0.0321284 -0.0661275 0.0169125 0.0626312 -0.0297222 -0.00944646 -0.0129978 -0.0064043 -0.0270341 -0.0413606 -0.0806314 0.0215572 -0.024106
internal_weight=0 1609.74 1492.8 1081.13 220.27 411.67 860.855 203.437 154.131 64.4761 49.3059 796.379 155.371 641.008 377.123 263.885 144.303 43.9036 25.9281 17.9755 12.0836 119.581 68.2975 67.5754 388.56 106.95 16.833 11.8921 38.603 150.367
internal_count=29128 23086 20053 13785 3217 6268 10568 3022 2420 1070 602 9498 1763 7735 4151 3584 1938 551 301 250 166 1646 1072 1055 4201 1178 195 130 485 1708
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 11 9 9 3 2 7 2 3 5 0 9 1 5 13 8 10 9 2 11 4 8 11 13 11
split_gain=13.0613 7.50919 8.76773 7.61725 7.09188 9.23275 9.30597 8.51555 7.96606 7.72935 7.67836 9.5831 7.45013 7.43438 7.27748 8.2689 7.04895 11.632 7.19775 7.27813 7.09025 9.16373 8.32187 6.82935 6.78607 6.70398 10.0612 7.95848 7.54428 6.69003
threshold=161.65264129638675 60.086181640625007 0.78081020712852489 97.963001251220717 89.952209472656264 90.66684722900392 3.0660990533703054 0.36285400390625006 3.3623046875000004 1.0743560791015627 2.3780279159545903 1.093574643135071 2.3780279159545903 1.4146270751953127 61.39283752441407 92.387695312500014 2.4474487304687504 137.65576934814456 375.10444641113287 1.0582491477304183 2.9593937397003178 2.4479930625693567 0.32284545898437506 1.4903781414031985 2.1629171093278612 0.58610907196998607 0.80853271484375011 3.1285317560010637 3.0261383056640629 2.5958125015073503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 16 -4 11 23 -11 -10 15 -8 20 18 19 -18 21 -7 -23 -6 -5 26 -9 28 -27 -22
right_child=-2 2 3 24 5 6 14 25 13 12 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 29 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.044219950366374806 -0.074851683877538197 0.056647749650041185 0.048016356682418299 -0.06258100350693499 0.08300703589868072 0.0030220151420296557 0.089385758991131492 -0.042637945546961549 -0.011848814312042717 -0.0068992822489807697 -0.05140595945450932 0.062484404278724905 0.1142368789271471 0.17514443806923188 0.054711849754518239 -0.12073653852324631 0.060934058648328043 0.10593937400736131 -0.16683691146707502 -0.077760414530551727 0.085083925409024375 -0.18378779160490938 -0.032396714282225902 -0.10572799870661043 -0.0097131907303954733 -0.023193348732979679 0.017992377416458299 0.074340913813199766 0.040076292021060798 -0.0039344875791501753
leaf_weight=36.408559312578291 23.229042584309354 28.530531216412783 54.166486108675599 27.542985217878595 2.7798139527440053 372.23835603147745 2.9025298114866001 33.711651626043022 3.6793961934745294 85.492419839836657 8.1517152637243253 72.313469694927335 5.3976525869220486 5.0364830084145069 56.519102472811937 5.279336579144001 5.0559274703264334 4.286776114255189 6.1058121882379046 15.034625794738529 19.503278456628323 4.4979858621954945 18.83662798628211 6.1785824000835419 204.89763643895276 327.74353716615587 145.48892358969897 9.2674088049679977 19.996188661083579 14.886356262490152
leaf_count=1840 6042 618 613 2559 44 2523 27 383 21 801 48 611 41 26 752 31 27 31 34 82 107 25 102 35 5896 3764 1646 93 217 89
internal_value=0 0.000675519 0.00171963 0.000700022 0.00367161 0.01138 0.00639883 -0.00338078 0.00149585 0.0181147 0.0411179 0.0503982 0.000294583 0.0962055 0.0419515 -0.0461953 -0.000296933 -0.0467654 -0.0717541 -0.042857 0.00299755 -0.000788754 -0.0615789 -0.047163 -0.0159777 -0.00919579 0.00658645 -0.0171177 -0.0195551 0.0465502
internal_weight=0 1601.93 1565.52 1536.99 1304.55 623.286 533.863 681.264 469.162 145.057 89.4236 81.2719 90.8901 8.71588 64.701 8.18187 460.446 30.4831 26.1964 20.0906 429.963 395.573 23.3346 8.9584 232.441 536.208 179.201 357.007 347.74 34.3896
internal_count=29128 23086 21246 20628 12173 4615 3877 7558 3067 1455 738 690 842 47 810 58 3020 174 143 109 2846 2650 127 79 8455 6103 2029 4074 3981 196
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=0 5 5 6 1 0 0 7 8 0 1 1 10 5 13 8 7 1 10 10 10 5 9 0 11 4 10 6 12 12
split_gain=11.7847 7.31052 12.5215 10.9981 9.39958 8.8285 8.06959 12.517 7.52377 7.31411 7.02128 7.00421 7.32278 6.76638 7.59374 10.0995 16.7307 7.58593 7.30613 6.26307 8.53804 10.0184 8.95232 9.29941 10.8704 6.85385 7.05827 8.39657 6.49188 9.31822
threshold=182.68744659423831 155.79788970947268 99.849670410156264 135.27276611328128 89.00370025634767 117.99692535400392 154.16616821289065 1.6077311635017397 0.097900390625000014 78.492427825927749 124.61719512939455 231.63500976562503 1.1436951525577528 128.41931915283206 2.1080055236816411 0.99095153808593761 2.1123785972595219 67.320140838623061 0.88469172475720625 0.73391492546652359 1.1676031688099111 108.15655899047853 1.0201721191406252 87.035694122314467 2.7771632075309758 1.3821337223052981 1.0967554647645794 85.261726379394545 1.1239013671875002 0.76428857644135573
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 -6 -8 10 -10 -3 -7 -13 17 15 16 -15 -4 -18 -19 21 25 -23 -24 -25 -21 27 -27 29 -22
right_child=-2 5 3 4 6 11 7 -9 9 -11 -12 12 -14 14 -16 -17 18 19 -20 20 28 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0058061923781457551 -0.087449026271356409 0.21444974922001597 0.058814869654902804 -0.030219657289473213 0.053753329259598907 -0.090573880307588173 0.070795827286142921 0.70654589018039005 -0.040863928180357785 -0.0034628137095458326 -0.0036098118673805915 -0.10516269209586737 0.34678822300183065 0.46928507938833719 -0.034041649615959207 0.0035979297639247643 -0.1168267305168168 -0.053593918857921911 0.20097336075574312 0.017456729491392427 -0.0063556143057546359 0.085662347524342763 -0.063064715853393738 -0.057203266758992379 0.093943119092041602 -0.30224809360020782 0.060392027604165267 -0.057902878050847956 -0.013135877730341722 0.15136144618355601
leaf_weight=510.34495200403035 15.393404019996522 2.9652364924550048 40.230732743628323 14.167681487277148 87.628980251494795 18.546785927610475 0.85548610053956398 0.4854109191801399 58.844185295980424 469.20948100183159 2.941307021304965 0.66581688076257595 0.77672307682223618 1.2474997243843962 63.543222136329859 93.320395278511569 1.5501791073475035 13.791351828258483 1.356353818438947 19.799843078479174 9.4202246735803765 42.669016232946888 10.193118415772913 6.6278509628027704 16.868448673980311 2.20919421315193 2.2567343940027058 3.8698828248307109 95.602299224352464 6.219209181610494
leaf_count=7037 4446 32 507 303 1581 3271 46 23 2289 4339 27 28 17 25 871 1320 24 193 26 220 156 507 113 101 215 19 19 52 1213 108
internal_value=0 0.000468132 0.00539407 0.0160999 0.0454319 -0.00881782 0.0574788 0.30094 -0.00637522 -0.00763064 0.105862 -0.0740653 0.138186 0.00907717 -0.00714477 0.0103892 0.162955 0.01876 0.0314769 0.0117393 0.0159159 0.036442 0.0552374 0.016703 0.0513077 -0.0145677 -0.0906346 -0.1467 -0.00336513 0.0563625
internal_weight=0 1598.21 1044.26 533.913 103.138 553.95 88.9699 1.3409 533.96 528.054 5.90654 19.9893 1.44254 430.776 161.018 97.4744 4.15403 269.758 2.90653 229.527 215.736 104.494 76.3584 33.6894 23.4963 28.1357 8.33581 6.07908 111.242 15.6394
internal_count=29128 24682 14679 7642 1953 10003 1650 69 6687 6628 59 3316 45 5689 2266 1395 75 3423 50 2916 2723 1246 936 429 316 310 90 71 1477 264
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 2 0 0 5 5 12 11 11 2 11 4 12 1 4 10 5 5 1 3 8 3 3 1 4 6 11 0 2 11
split_gain=10.5039 6.56298 6.69369 7.66819 6.92617 8.47244 13.083 7.67195 6.50435 7.31302 6.32738 13.0165 7.20444 6.4142 6.48006 5.49029 5.28395 9.66868 8.88567 7.75372 22.6967 9.69867 10.1645 9.68165 8.45701 9.27091 7.21711 6.94423 6.80648 7.44561
threshold=182.68744659423831 0.74363815784454357 63.619663238525398 97.963001251220717 280.64428710937506 274.92658996582037 2.0199190696054186 2.2115988358855252 2.7825462035834794 1.5182514786720278 2.2363756597042088 0.81340026855468761 3.0945688803964342 74.32251358032228 0.15036010742187503 0.81564722917511878 108.98284912109376 125.1496047973633 139.78889465332034 1.9524828791618349 0.29748535156250006 1.5700594782829287 1.5457305908203127 78.84665679931642 0.48832702636718756 84.221565246582045 2.8904075940423692 108.47768020629884 1.7058151960372927 2.9648261815309529
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 5 7 -7 -5 -3 -10 11 -9 13 -12 -15 -1 18 26 -16 21 -21 22 23 -19 25 27 -18 -22 -28 -30
right_child=-2 2 3 4 -6 6 -8 10 9 -11 12 -13 -14 14 16 -17 17 19 -20 20 24 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.030500622404477335 -0.086235828397514605 -0.078341105155309648 0.003784741889933791 -0.064379365939712815 -0.061367325195740542 -0.017089200712106154 0.61415761729537743 0.39394717147215824 -0.029702090991350245 0.10334905877723211 -0.043656929418674502 -0.10728568331609821 -0.14259120604493325 -0.06595703271228795 -0.029926174772435761 0.075636626919015626 0.012523785285328621 0.27208561535930403 0.067394636500056476 0.98669802090269809 0.84483548498612626 -0.10034250370931264 0.33108278315016615 -0.0057761326051414827 -0.011322409983798635 0.092495792053160927 0.060549029300742033 0.25561851231807847 0.38705033857480509 0.14301992957944129
leaf_weight=6.4420079719275263 14.114730178611351 21.33335692062974 1281.7159344376996 23.824675295734778 29.289410914760083 0.80850813537835964 0.5528285214677453 1.1534957950934761 21.649453026242558 5.1051895506680003 31.83302540006116 0.94056089897640038 3.781263143522664 11.508567665470762 46.305683920858428 20.019403035752475 7.5836372300982502 1.3055311541538674 11.765319462865589 0.27370857680216332 0.31388673186302041 9.3527081799693388 0.98560885572805901 31.758968429407105 5.8083032183349133 2.6575635364279151 6.0717357341200096 0.55137911555357277 1.7092408756725488 4.6564390487037599
leaf_count=61 4446 1741 11581 2520 1949 49 27 26 625 108 1177 49 99 281 1300 514 227 45 203 14 4 465 24 824 456 114 43 46 37 73
internal_value=0 0.000411773 -0.00042347 0.000741266 -0.0158729 -0.00938876 0.239255 -0.0110469 -0.0371547 -0.00431392 -0.00400021 0.168815 -0.00603073 -0.00307059 0.0059891 0.0497976 0.0123049 0.0302073 -0.0102088 0.00784526 0.089147 -0.0101464 0.0146282 0.00519507 0.0628193 0.185061 0.0894128 0.469365 0.136295 0.208544
internal_weight=0 1591.06 1564.6 1516.51 234.792 205.503 1.36134 204.141 48.088 26.7546 180.317 2.09406 178.223 174.441 142.608 26.4614 131.1 73.0287 58.071 53.0077 9.60484 43.4028 34.0501 33.0645 9.33113 3.52283 20.0211 0.865266 12.4374 6.36568
internal_count=29128 24682 24107 21633 10052 8103 76 8027 2474 733 5507 75 5432 5333 4156 575 3875 2372 1503 1992 634 1358 893 869 620 164 380 50 153 110
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=0 10 11 10 2 13 3 3 9 5 5 3 9 11 0 3 8 1 10 4 5 11 12 6 4 10 10 0 1 8
split_gain=9.37271 5.8563 6.0364 6.24613 5.93117 9.31996 7.25853 16.2783 5.95134 7.98099 14.0855 10.4604 7.67458 12.3161 13.9451 7.49274 6.11225 6.29579 6.11144 9.87194 7.8556 6.56993 7.82717 11.044 7.33889 5.91157 10.9451 8.8384 9.45717 5.83631
threshold=148.29614257812503 0.4606882262303495 1.6224481463432314 3.7996966362526567 2.8311520814895634 0.94234466552734386 2.6708421707153325 2.6169954538345341 1.3882446289062502 107.47539138793947 137.08075714111331 2.6010881662368779 1.0824871063232424 2.7668665071302141 88.401477813720717 0.030815124511718753 3.0512605905532841 69.814136505126967 0.85484601417962747 2.1204457283020024 49.698093414306648 2.645511927204677 1.8381779829608365 109.46694946289064 1.5982141494750979 1.1556663359844754 0.82855299820733885 95.105171203613295 64.961498260498061 2.3257751464843754
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 -6 9 18 12 -12 25 -14 -15 -10 -17 -18 20 21 -4 22 23 -20 -24 26 27 28 -11 -7
right_child=-2 2 4 -5 5 29 -8 -9 15 10 11 -13 13 14 -16 16 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033946476669905683 -0.058616262916898809 -0.033013801684907765 0.023155512559267691 0.032083274042903641 0.12086675598919855 -0.065993287898667111 0.096297950803687166 0.88160354380854633 -0.13875374636090526 0.16920607872871063 0.0025678766531571752 -0.21618168651241063 -0.078843113911623422 -0.048277066199780783 0.093850049622037635 -0.008021841636887822 -0.089988727131545557 0.093901446409252243 0.039831486161581747 -0.16649990639548207 -0.038600209055538792 0.013880218822953214 -0.023882183787316456 -0.11020601413049647 -0.11930535531914617 0.018616432864215295 0.08080007014583164 -0.074998611923872319 0.017888135913807033 0.056428660890666595
leaf_weight=47.491008191136643 27.159199325367808 84.833143998635933 27.500000822357833 17.839237606152892 0.93611461203545487 6.5428808417636928 7.3722390332259238 0.40210263687185943 4.2882304268423459 4.825183752924203 274.81356479041278 2.2035416828002772 14.301116517512126 11.793344512581827 16.649845961015671 413.74043870717287 2.2553602890111497 10.669340461026875 33.89399132784456 3.3696455047465852 82.069750475697219 258.22173143550754 50.295931496890262 5.7362718796357504 9.5977813024073821 59.728364400099963 72.953027959913015 8.4068974456749839 28.679627258330584 9.6197139814030361
leaf_count=1085 7296 2234 303 314 57 221 149 9 55 36 3624 35 173 95 250 5408 34 145 453 87 1067 2634 742 58 117 716 1136 133 273 189
internal_value=0 0.000634765 0.00171271 -0.0217032 0.00340476 0.0518076 0.135191 0.34945 0.00254235 0.00690558 0.0157792 0.000827826 0.0348362 -0.00314203 0.0349202 -0.0072283 -0.00590639 0.0618126 -0.00241429 0.00386237 -0.0231007 0.00546703 -0.0163616 0.0181143 -0.0391735 0.0441341 0.057403 0.0166772 0.0396801 0.00687027
internal_weight=0 1571.03 1523.54 102.672 1420.87 24.8731 8.71046 1.33822 1395.99 965.04 494.355 277.017 217.337 42.7443 28.4432 430.953 426.665 12.9247 470.685 361.115 109.57 357.746 99.524 39.6303 59.8937 174.593 114.865 41.9117 33.5048 16.1626
internal_count=29128 21832 20747 2548 18199 625 215 66 17574 11932 6471 3659 2812 518 345 5642 5587 179 5461 4091 1370 4004 1370 511 859 2294 1578 442 309 410
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=0 2 0 2 13 2 5 7 0 1 12 6 10 3 8 11 11 1 10 9 11 0 3 3 4 10 4 8 3 5
split_gain=8.61825 5.59547 7.79268 8.43779 6.8855 5.78824 6.44471 13.4292 8.70959 8.55662 6.20869 6.52841 14.4068 7.15295 6.35512 7.91278 11.4633 5.56673 5.43175 5.38234 5.32039 5.19524 5.57573 5.06446 6.41904 5.12021 5.06249 9.47022 6.30224 5.13818
threshold=182.68744659423831 0.9411427676677705 61.820037841796882 1.5182514786720278 0.083564758300781264 1.6669397950172427 145.7538986206055 1.8914306759834292 117.99692535400392 86.537132263183608 2.8137461264901842 91.328121185302749 0.86322460131480283 1.3557491302490237 1.9550082087516787 2.4505855739116673 2.9721511100702966 82.368927001953139 0.56005412511034247 1.1590270996093752 3.0688783119069503 82.42380523681642 0.57966995239257824 0.76591491699218761 0.43250274658203131 0.69607928170197997 0.51530456542968761 2.7920442819595341 0.64790216088294994 66.741836547851577
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 17 7 -7 21 18 11 20 13 -13 -12 -16 -17 -4 -9 -15 -11 -8 -23 25 -25 -1 29 28 -28 -27
right_child=-2 2 5 4 -6 6 8 9 -10 10 14 12 -14 19 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.033245347722215178 -0.083991279461972101 -0.083840711380268662 -0.046335578713928134 0.48664128641717125 0.019281725675222489 -0.016343443631131053 -0.060100467791939671 -0.14105805775165814 -0.089033746204006253 -0.053096249249465634 -0.031817040686336888 -0.32991239851167958 0.082192341216473633 0.053069817612099515 -0.069769345518803941 0.30264479678084311 -0.003555553597880224 0.0092668838042443465 0.025953404794567654 -0.20012768359497493 0.045476261115918432 -0.058182134547248368 -0.0049952291767382121 -0.0073113311036664304 -0.26026536085266933 -0.15421325414064213 0.03092424458593597 -0.16518403476947718 0.23997615280535528 0.10160124763089783
leaf_weight=8.0136869167909008 12.22455451544374 21.598015627823774 18.57697164081037 0.3300997237674882 6.9998654955998063 245.32586976117454 21.561427402310073 1.9637980475090433 15.797479042783378 46.88984142197296 4.929334993939845 1.2214975235983754 13.125272931065409 2.0874356913845991 1.6946219429373739 3.0455189889762551 2.0426738350652158 585.62721312465146 232.71270157722756 1.4044113846030084 6.1995651060715309 21.370204665698111 253.75119869224727 11.234651204198597 1.101563018746673 0.81826591864228504 24.446126923896379 2.3793376553803673 1.5324718169867981 19.40731018409133
leaf_count=84 4446 1557 518 7 375 3691 716 41 3384 880 79 20 210 30 54 38 23 6020 2815 27 89 217 2511 208 21 12 511 33 35 476
internal_value=0 0.000297461 -0.000975907 -0.0523778 0.0403289 2.92476e-05 -0.0051683 0.00122702 -0.0166835 0.0148112 -0.012861 -0.0239992 0.028339 -0.121627 0.054591 0.117387 0.17972 0.00755732 0.0245558 -0.0487655 -0.0415854 -0.0128311 -0.00912655 0.0281586 -0.0298989 0.0408131 0.0530288 0.0257673 0.0432562 0.0912518
internal_weight=0 1577.19 1508.26 28.928 7.32997 1479.33 875.123 562.643 312.48 317.317 82.6402 70.928 17.8386 4.71334 11.7121 6.78281 5.08819 604.204 234.676 3.49185 53.0894 296.683 275.121 68.9334 12.3362 56.5972 48.5835 28.3579 25.9786 20.2256
internal_count=29128 24682 23302 1939 382 21363 14825 7997 6828 4306 1450 1256 287 77 194 115 61 6538 2856 57 969 3444 2728 1380 229 1151 1067 579 546 488
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=0 0 2 10 12 1 11 5 9 9 8 4 8 10 7 11 12 10 10 11 11 13 2 2 7 11 6 7 9 3
split_gain=7.76699 7.07545 8.33432 8.27363 8.40029 7.7234 6.13778 6.09929 5.98426 5.62345 6.35081 6.02655 8.66831 8.89153 7.6759 7.53672 6.4505 6.28872 6.89239 9.47931 10.9065 7.16761 7.23097 11.5105 6.92804 5.87307 5.78845 6.27592 5.75131 5.68265
threshold=97.963001251220717 89.952209472656264 1.7790423035621645 2.683480169395017 2.1456972678476061 77.101856231689467 2.1629171093278612 23.226738929748539 0.94442749023437511 0.36285400390625006 3.0972810983657841 0.51530456542968761 3.0793520212173466 0.7835275562320102 0.95016318559646618 3.1307189186387743 2.3888765891366686 1.7846198300678446 1.3630381254085593 2.9104098230600361 3.0279117991500581 1.9240245819091799 1.5567378401756289 1.088234066963196 3.1099791526794438 2.5323755741119389 62.157110214233406 3.0993388891220097 0.032745361328125007 1.0743560791015627
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -2 -6 10 28 12 13 16 -15 -13 -11 18 21 24 -21 -16 23 -23 -20 -19 -24 -28 -1 -30
right_child=6 2 5 4 8 -7 -8 -9 -10 11 -12 15 -14 14 17 -17 -18 25 19 20 -22 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=-0.047457262110937044 0.58396166643255243 0.027159567737120988 0.014628366920146175 0.019507612755196191 -0.21994849642594302 -0.0159690368919338 -0.011065236789551569 -0.064312073276177523 -0.04374974202621304 -0.07148239184670431 -0.15146564088313702 -0.017586228781649876 0.14250308205703871 -0.090820038717204371 0.047984306344318002 0.080518852674138497 0.018040214102706207 0.017660652194171914 0.1722203640442973 -0.085160857887449273 0.12737640101070163 0.059525822596766621 -0.098544045829497995 -0.090575702993318685 -0.016693787099838899 -0.078476516968422616 0.034902412420650515 0.21399034921262841 0.046577524196997296 0.0049964627237186129
leaf_weight=13.248850990552453 0.14589456422254699 271.53710678964853 168.36656863614917 9.3803983740508574 3.424458608031272 161.75481395795941 214.40730479732156 27.759392717154697 4.4096106514334679 23.729187814984471 2.3142331521958104 383.48515103571117 4.5798624670132986 6.5350177884101859 39.250451830681413 7.99391662236303 12.180153512395917 14.773089585825803 10.397098097484561 5.6044385042041522 4.2418871577829123 7.2629892961122122 2.5022210972383609 17.225359428208321 2.3869132455438367 11.151033881586043 10.798690930474548 2.3898461614735416 54.57673019124195 82.625192118342966
leaf_count=169 20 2753 1070 53 19 1026 10188 4315 24 406 34 5315 71 105 471 90 191 232 147 46 37 140 24 222 41 149 105 16 786 863
internal_value=0 0.00265017 0.0104893 0.0228975 -0.044331 -0.000363929 -0.0168069 -0.0609228 -0.12077 -0.00409493 0.0129323 -0.00868667 0.00673972 0.00309139 0.0148927 -0.0155829 -0.0411171 0.0202905 0.0314624 0.0801483 0.00640214 0.0175913 -0.0120993 -0.0460572 0.136948 -0.0236919 0.0408983 0.0673543 0.0154611 0.0215367
internal_weight=0 1338.13 618.873 288.752 17.2145 330.121 242.313 27.9053 7.83407 719.252 152.765 566.487 175.008 170.428 134.519 391.479 35.9093 127.984 102.06 22.6303 9.84633 79.4296 40.1791 24.4883 12.784 25.9241 15.6908 13.1885 150.451 137.202
internal_count=29128 14605 4945 2849 96 2096 14523 4335 43 9660 1852 7808 2403 2332 1735 5405 597 1630 1249 271 83 978 507 362 188 381 145 121 1818 1649
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=0 0 2 5 7 0 1 7 0 4 1 12 2 4 0 4 4 2 2 8 9 3 1 13 3 0 0 9 5 2
split_gain=7.39545 4.98212 7.21 5.40491 11.2087 7.77814 7.34605 5.39133 9.59613 6.31408 9.90172 5.2627 5.21483 5.07989 5.2536 6.31177 6.29864 5.07772 7.29602 5.06518 6.40676 7.16621 5.70233 5.68797 5.01092 7.02951 4.9444 14.1403 17.358 4.91756
threshold=182.68744659423831 70.372509002685561 1.6745317578315737 145.7538986206055 1.8914306759834292 117.99692535400392 86.537132263183608 2.1022710800170903 101.88645553588869 1.3445129394531252 111.11867904663087 0.66387176513671886 0.78081020712852489 2.2776222229003911 83.821830749511733 0.33610248565673834 0.22421264648437503 1.7058151960372927 1.7135109305381777 1.8468322753906252 0.33050537109375006 2.0719070434570317 124.61719512939455 2.6684139072895054 0.19410705566406253 87.035694122314467 115.8357276916504 1.8251495361328127 259.90145874023443 1.9223303198814394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 19 13 -6 8 -8 11 29 -10 24 14 15 16 -5 -16 -19 20 21 22 -4 -22 25 -3 -20 -28 -29 -11
right_child=-2 2 3 5 6 -7 7 -9 9 10 -12 -13 -14 -15 17 -17 -18 18 26 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.021367993422417356 -0.082101220407976183 -0.15659060842077832 0.017403747652871174 -0.039961936604507281 0.023471562639889341 -0.087443122737242154 -0.005223511049845286 -0.02849597661128574 0.27587256780799141 0.34746773558552313 0.57753929095497059 -0.032902077232317382 0.008251175155056566 -0.13457764643979997 -0.070115915761470582 -0.084332885997446622 0.21481829605748573 0.14759759598516661 -0.0064508733993623758 -0.12096030766456983 -0.013498405245856843 -0.07147113577163848 0.13948573137130524 -0.058620440588889655 0.087302660264430579 0.077908111738337699 -0.10217195738110546 0.66334938026316281 -0.10224848235037159 -0.013728172537920663
leaf_weight=99.688753888942301 10.978328786557539 2.298188676126304 54.5648474607151 2.6774104395881322 227.44311163388193 14.125687653198836 18.387839790433649 56.515820682514459 0.75261959503404741 0.62971711158752464 0.72785044205375005 2.0705755800008774 594.43019410921261 3.3113129856064907 11.834913793019949 17.25550654437393 1.5218557547777889 3.1726640416309229 244.88159533496946 4.3945009252056471 130.95286539010704 8.6628381833434087 4.1145435350481412 35.513283403823152 15.675225690938531 2.8806534819304943 1.2606579996645444 0.77791243791580178 0.47817794047296047 0.93898893683217466
leaf_count=3795 4446 22 575 60 2733 3382 142 1097 17 7 35 85 5950 68 93 502 28 18 2327 40 2132 240 70 522 460 102 77 27 27 49
internal_value=0 0.000262316 0.00173696 -0.004248 0.001688 -0.0149985 0.014303 -0.0117559 0.0284899 0.149573 0.272703 0.0494124 0.00997553 -0.011435 -0.00999852 -0.0575759 0.0523729 -0.0061085 -0.00308532 -0.0145952 -0.012596 0.0134301 0.025964 -0.0231246 0.0591271 -0.0261542 -0.00501769 0.134432 0.371896 0.131265
internal_weight=0 1561.94 1462.25 846.967 545.669 301.298 307.467 80.0234 23.5076 5.11975 2.29656 2.8232 615.284 287.172 283.861 21.4548 4.19927 262.406 250.571 238.203 233.808 67.3422 58.6794 166.466 20.8541 5.17884 247.398 2.51675 1.25609 1.56871
internal_count=29128 24682 20887 14353 7744 6609 4165 1432 335 193 91 102 6534 3227 3159 590 88 2569 2476 3579 3539 885 645 2654 584 124 2458 131 54 56
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=0 10 11 7 9 10 2 2 9 9 8 3 6 2 4 8 12 6 3 13 2 9 3 9 7 2 2 1 10 1
split_gain=6.55207 4.53828 4.90853 5.30774 10.4547 8.29623 6.98152 8.48294 6.56656 4.61396 6.73717 7.93288 6.19376 7.31377 6.30739 10.0344 7.48965 6.60934 9.48341 8.93628 8.26479 8.03138 8.59158 8.03881 6.9818 8.70001 6.1636 6.14599 5.84578 5.57905
threshold=182.68744659423831 0.4606882262303495 1.6224481463432314 3.3427131175994877 2.0160522460937504 0.83358370580881969 2.0915813446044926 1.7790423035621645 3.4578857421875004 1.3783721923828127 3.0512605905532841 0.030815124511718753 263.20790100097662 0.8183124065399171 0.92808532714843761 3.0252532958984379 1.0347900390625002 66.380569458007827 1.7536792755126955 0.78875160217285167 1.7728645205497744 1.526786804199219 1.5620975494384768 2.7233886718750004 3.1965712308883671 1.2701599001884463 1.0329728126525881 283.38887023925787 4.2169342410504314 69.814136505126967
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -5 -6 27 11 -11 14 -14 15 16 -13 18 26 20 -19 22 -21 24 -23 -26 -18 28 -4 -12
right_child=-2 2 9 4 5 -7 -8 -9 -10 10 29 12 13 -15 -16 -17 17 19 -20 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.030681741982796759 -0.080527527013391775 -0.031242147305081028 0.0068545582082118212 0.06585424030193042 0.013457786832828772 -0.035616946656969323 0.0027621460012201777 0.44002499976924903 0.43304038036724068 -0.15021883931262189 -0.084119337168862537 0.056710283295610189 0.01151216709454443 -0.15835146007657053 -0.017348971434293523 -0.22132570157821771 0.12054818130045671 0.12700115258478953 0.022305151374312084 0.10900145824996435 0.0087239011979943007 -0.015519054025115695 -0.042174546513292929 0.04652348470631508 -0.32573645696151188 -0.06081324678092586 -0.086504864099321996 0.086558433273132632 -0.049153208511608093 0.090449082045898341
leaf_weight=46.160090806661174 10.118032063823192 81.701071357936598 939.32174104300793 1.0804958408698473 0.78575778519734629 13.458780086599289 1.5143577759154139 1.3794733877293763 0.71005373704247177 3.8875878299586466 2.172833450138568 28.877118741162121 4.5370935313403589 5.7436373368836939 203.56149622681551 1.9013159766327579 1.5345537317916775 11.932972186012195 18.006501003634185 12.274830236565323 11.700716142076997 68.503123848466203 5.4189016991294912 19.544395313365385 1.5853524990379799 5.6837333096191287 22.781360680004582 9.503714074380694 19.012921231333166 11.628447985043747
leaf_count=1286 4446 2389 12922 43 42 381 67 25 14 56 42 530 57 85 3507 24 25 147 273 172 163 860 89 254 28 71 300 350 296 184
internal_value=0 0.000205019 0.00114938 -0.0201876 0.027526 -0.0107863 0.171687 0.275677 0.212631 0.00267313 -0.0058013 -0.00802148 -0.00671642 -0.0833872 -0.00480928 0.00736073 0.00945271 0.00182747 -0.0327031 0.0125225 0.0684437 0.000827809 0.0627021 -0.010658 -0.0254072 -0.118592 -0.0734379 0.00653696 0.00574339 0.0629655
internal_weight=0 1555.9 1509.74 100.63 18.9289 14.9546 3.97433 2.45997 1.49581 1409.11 441.276 427.475 423.587 10.2807 413.306 209.745 207.844 178.966 42.3224 136.644 23.6337 113.01 17.6937 95.3166 75.7722 7.26909 24.3159 967.838 958.335 13.8013
internal_count=29128 24682 23396 2961 572 437 135 68 56 20435 6867 6641 6585 142 6443 2936 2912 2382 598 1784 310 1474 261 1213 959 99 325 13568 13218 226
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=0 0 2 10 10 9 12 7 10 1 11 7 4 1 3 5 0 4 13 11 4 0 1 7 1 12 12 1 0 0
split_gain=6.16247 5.71734 6.6786 6.7833 5.16059 4.75223 9.45197 4.63536 10.2517 8.14159 5.74144 6.9556 4.56113 4.41736 8.1848 6.86449 6.36274 5.18677 5.62737 5.1573 4.68295 9.8672 4.39997 6.45533 5.86319 7.59141 10.6511 5.8324 8.69579 5.70854
threshold=97.963001251220717 88.567638397216811 0.87189880013465892 3.334341122276296 0.54693798197359655 0.11115852743387224 2.4000155051522936 4.4645447731018075 0.82855299820733885 168.41827392578128 2.1629171093278612 0.46290799975395208 0.1739616394042969 74.32251358032228 2.1245155334472661 132.11690521240237 98.968112945556655 0.2164268493652344 1.1573028564453127 2.3066108515486126 1.546095132827759 115.04097747802736 61.116491317749031 0.9685712754726411 65.442749023437514 1.7782808860116683 2.5536575317382817 63.824861526489265 79.591171264648452 87.765598297119155
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 -2 10 -9 -10 11 -6 -12 14 -14 17 -17 -16 20 -20 -19 -22 23 -1 25 29 -27 -28 -29 -24
right_child=4 2 -4 -5 7 -7 -8 8 9 -11 12 -13 13 -15 15 16 -18 18 19 -21 21 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.27364742687270116 -0.10479377945655891 0.096455108678313181 0.0068885510001452828 -0.27242938251502263 0.67169171346684742 -0.094499115568070197 0.63890517623420151 0.77112644510746808 -0.10528378136079466 0.33857471811429063 -0.055261133331534498 -0.064533625931215907 -0.081076877568917433 0.0039856263939908902 0.45806411621434817 0.56155578846953114 -0.11123004752045583 0.10403891532178632 0.28178148650143331 -0.066184827802846138 1.0463971620999428 0.13809316147026382 -0.035352658766659953 -0.085652346843284669 -0.0068023383644450867 0.12994856611534103 -0.071326592844329711 -0.062749995123682664 0.26565830800953166 0.12114567542277746
leaf_weight=0.52550655230879684 0.46653078205417742 11.859970955178138 736.99860995449126 0.52036633715033609 0.12904979416635143 11.418682289076967 0.26968112110625952 0.22790117876138483 1.1188814690103752 0.65528497379273165 18.269849933334626 22.867323868325911 17.712632982060317 152.27104637410957 0.34856924414634516 0.14636538922786746 3.5496877334080637 3.0162081625312571 0.48881755792535875 3.3112839735113084 0.17313049733638752 0.386816292302683 16.653980313800279 10.318166059441863 522.72992340940982 13.083435335196556 5.7918124971911293 1.6635851156897845 1.5645369132980702 2.7100938372313967
leaf_count=12 55 565 5523 7 12 1681 25 21 104 10 590 3830 635 6755 9 1 428 105 27 186 3 46 360 189 7562 205 101 49 16 16
internal_value=0 0.00235661 0.00811211 0.0809503 -0.0151573 -0.0786222 0.16763 -0.0117239 0.139757 0.0586545 -0.0130859 -0.0604021 -0.00763648 -0.00284004 -0.0385155 0.0274929 -0.0845874 0.0811194 0.0633066 -0.021425 0.153344 0.418933 -0.0051438 -0.0682399 -0.00393112 0.0322629 0.0723105 -0.0112936 0.0964159 -0.01345
internal_weight=0 1324.42 749.379 12.3803 236.828 12.1549 0.736212 224.673 2.00207 1.77417 222.671 22.9964 199.674 181.405 29.1335 11.4209 3.69605 7.72483 7.37626 3.8001 3.57615 0.559947 575.041 10.8437 564.197 41.4674 22.1034 9.01993 3.22812 19.3641
internal_count=29128 14605 6095 572 14523 1761 80 12762 135 114 12627 3842 8785 8195 1440 805 429 376 367 213 154 49 8510 201 8309 747 371 166 65 376
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=0 0 0 0 13 3 0 2 7 11 3 5 8 6 6 2 13 3 0 10 12 12 7 10 6 3 8 13 4 10
split_gain=5.59074 4.47422 4.30071 6.93058 6.18431 6.16252 6.51942 6.9256 6.65811 5.38604 7.48147 11.0355 5.52495 6.87196 6.25282 5.74663 5.31682 5.29571 10.1337 7.62156 8.46814 5.5953 5.2929 5.95655 5.80295 5.21736 6.15488 6.59029 5.13872 6.53579
threshold=182.68744659423831 57.078495025634773 93.761161804199233 89.952209472656264 3.1060918013202117 0.47591271996498113 90.66684722900392 2.4859666824340825 1.093574643135071 2.8855178972058977 0.66126632690429699 137.92899322509768 0.43489074707031256 99.897262573242202 131.83537292480472 2.8857911825180058 3.0717684348397936 1.6236852407455447 92.654197692871108 0.83740470532805211 1.3172365744882308 2.6079082489013676 1.9584814310073855 0.8590619577657943 69.088630676269545 2.4466158151626591 2.2007484436035161 0.54462304909760573 0.14212036132812503 2.683480169395017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 10 11 -8 13 -12 -15 28 -4 21 -19 -20 -21 -11 -23 -24 -25 -3 27 -27 -14 -30
right_child=-2 2 16 5 -6 6 9 -9 -10 17 12 -13 15 14 -16 -17 -18 18 19 20 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.04451318889085662 -0.078366860713167355 -0.0046145726888022782 -0.0058868329408321082 0.050891961521983664 0.072951362881802054 -0.039061277675231092 -0.16470798121534069 -0.081372339791290035 0.054603023098158669 0.061496613398938062 0.16318106669058019 0.039328656118774112 -0.05797453135978467 -0.068088853517403777 0.097896824258481563 0.10653898944470903 -0.072531729621186813 0.023357810094360627 -0.2015758312706647 0.13094920917569167 -0.12363992278613543 0.052965760278866736 -0.20508454303699689 -0.11014475172717329 0.056461582935529026 0.11423487799851949 0.12319852337926798 -0.078138368416760973 0.0042839104145691647 -0.063343514236001014
leaf_weight=22.104840649291873 9.1212535157101211 662.93054379476234 404.15687291580252 41.26128039881587 10.803165832534431 8.6020636409521085 6.8226780928671342 4.7228208445012561 64.462032585404813 41.634007211774588 4.3946274667978278 4.335094103589654 18.90240316092968 4.7691075429320318 4.3301587998867035 4.4329273700714102 12.336042396840638 27.634715074673295 3.9950628876686078 2.2120873928070068 3.1913820076733828 9.0231821620836872 2.0341000147163859 3.6484172530472261 4.8960578311234713 2.836599934846161 7.0302451262250543 4.7844500280916691 137.89989195391536 15.942843452095984
leaf_count=1265 4446 8157 11125 626 126 85 42 28 549 528 21 30 104 25 26 22 332 258 22 19 29 238 14 28 71 19 50 43 726 74
internal_value=0 0.000153956 0.000801819 0.00405943 -0.00211325 0.0141971 0.0101904 0.0359894 0.0435756 0.0035032 -0.0058448 -0.0854343 -0.00118737 0.0604945 0.0109004 -0.00588506 -0.00786078 0.0227026 -0.00714852 -0.096847 -0.0194155 0.0407555 -0.00329856 -0.0512902 -0.0146779 -0.00331006 0.0557156 -0.00653591 -0.00877005 -0.00272437
internal_weight=0 1546.13 1524.02 1107.53 688.385 419.147 377.886 77.7869 73.0641 300.099 201.83 11.1578 190.672 13.4939 9.09927 177.178 416.493 98.269 37.0332 9.39853 5.40347 61.2358 19.6018 10.5786 8.54448 677.582 14.6513 7.62105 172.745 153.843
internal_count=29128 24682 23417 11960 8395 3565 2939 662 634 2277 1070 72 998 72 51 926 11457 1207 328 70 48 879 351 113 99 8269 112 62 904 800
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=4 9 0 0 2 8 8 11 8 0 10 10 11 11 0 12 2 3 1 4 12 9 4 3 4 6 9 10 3 10
split_gain=5.26386 3.90777 5.23454 6.08476 6.75569 7.06771 6.81794 6.57557 6.55812 6.33635 6.02593 5.55688 5.6431 5.21862 7.47306 7.04654 5.11953 5.93854 5.63338 5.01757 5.65161 4.93732 7.04213 6.56529 4.812 5.46597 6.44735 4.85916 8.30092 7.22587
threshold=2.2776222229003911 0.32284545898437506 98.491699218750014 79.591171264648452 0.9192519783973695 3.0422884225845341 2.9593937397003178 0.08056956529617311 2.8211580514907841 94.189208984375014 0.77364297596054377 0.69607928170197997 1.6512634698301556 3.1330871621714995 84.671977996826186 2.0967470725351061 1.8633111119270327 1.6417681574821474 104.70289230346681 2.09642505645752 2.7555548270517076 1.1031341552734377 0.32051515579223638 1.4697418212890627 2.0326766967773442 90.478893280029311 0.16809082031250003 0.30226483491506267 1.3202959895133974 0.41580655463647603
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 8 -3 13 16 -4 -9 -13 19 -15 -16 17 18 -10 -6 -21 22 -8 -24 27 26 -26 28 -1 -29
right_child=-2 2 10 4 6 -7 21 11 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.023199418577144554 -0.065983616145123727 0.38014018993112808 -0.0619839813576918 0.068366619225606065 0.0017864069627288885 -0.23246365676675806 0.078400533108652942 -0.061804695782110099 -0.11098594450324438 0.052773753500529853 -0.010328079000364943 -0.08996304828917269 -0.0052112710251421114 0.24201575759536975 -0.069616332151122978 0.10370017354533767 -0.089503549059515963 0.098343825374479332 0.0068735138027284414 -0.11565783968165698 0.045341988334597169 0.061349781851198507 0.023307889385983278 -0.080039745993400691 -0.14769387008030019 0.21519454266655816 0.11382917066683369 -0.12413846706474896 0.43276863426956924 0.0097589900363585589
leaf_weight=0.88789995620027073 12.093251978396436 0.41434282017871638 26.789654354332015 21.752729558385912 763.70989607088268 0.81005529686808486 9.8867893256247026 25.193629856687039 6.9930863212794128 6.7195966951549044 143.82240952597931 8.3868472082540375 124.2026953403838 2.0408476591110221 4.0252095861360413 5.62257628608495 19.065312951803207 3.6414593532681456 9.6541323158889991 7.358794251456855 3.098320260643959 31.884540790691972 14.252936637029054 10.808006599545477 1.4149790672818188 2.4081078147282824 2.8241551094688475 4.0905909941066048 0.72549322166014463 273.79331388312858
leaf_count=16 2163 24 3175 672 5676 11 63 1054 46 43 7253 626 3015 11 37 102 125 25 65 56 20 210 94 71 32 69 51 94 37 4192
internal_value=0 0.000250704 -0.00216222 0.000410248 0.00352124 0.0575661 0.00216449 -0.0177078 -0.000304135 -0.0369725 -0.0184391 -0.0187526 -0.0105722 0.00184568 0.0681653 0.0313898 -0.0522965 -0.0173329 -0.0426363 0.000844364 -0.0679555 0.0328939 0.00693222 -0.0212627 0.0107925 0.0948813 0.0265355 0.00879264 0.181835 0.00778795
internal_weight=0 1536.28 1250.13 1079.52 921.324 22.5628 898.762 158.198 831.929 46.0736 170.612 157.783 132.59 785.856 11.6886 9.64779 39.354 20.2887 16.6472 774.167 10.4571 66.8323 34.9477 25.0609 286.145 6.64724 4.23913 279.497 1.61339 277.884
internal_count=29128 26965 22474 12046 7327 683 6644 4719 6206 304 10428 4695 3641 5902 150 139 261 136 111 5752 76 438 228 165 4491 152 83 4339 53 4286
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=0 5 5 6 1 6 8 3 10 10 11 13 13 7 0 6 0 11 8 2 1 9 6 12 0 11 4 13 4 4
split_gain=4.69403 3.93713 8.09669 9.58813 6.37504 6.70959 5.62523 5.85923 5.57959 5.83444 6.36686 7.06061 7.60515 6.46914 6.29171 10.3252 8.02251 5.82301 5.48468 5.33066 10.6913 7.36891 6.01733 6.42182 5.47481 5.2299 5.13723 5.05293 5.04945 5.7341
threshold=182.68744659423831 153.17446899414065 93.108844757080092 135.27276611328128 67.320140838623061 107.74787902832033 0.097900390625000014 0.43275165557861334 0.67616165981989851 1.2692070564192282 2.8293457666980193 2.7458941062265123 0.21434783935546878 2.7099220752716069 86.753402709960952 102.66354751586915 94.794811248779311 3.1095564961433415 0.77907848358154308 1.088234066963196 135.1685485839844 1.4356079101562502 162.79374694824222 3.0854708274179186 147.0776290893555 3.1307189186387743 2.2776222229003911 0.8726491928100587 0.025529861450195316 0.033638000488281257
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 7 -3 -6 10 13 12 -12 27 15 -13 -16 -18 -14 20 -5 -22 24 -24 -21 -20 -8 -10 -1 -30
right_child=-2 6 3 19 8 -7 26 -9 9 -11 11 14 18 -15 16 -17 17 -19 25 22 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.092419036004862065 -0.075815393983177826 -0.10547469793925271 0.041559288677001614 0.33856882993886972 -0.060776475921605261 -0.086072319036119269 -0.0069921158181615933 0.13786629592013469 0.050772257656445663 -0.011605885431536532 -0.12435088954072762 0.015901696577841636 -0.028244287355674143 -0.094106978178556275 0.068021662583683015 -0.2121831130014091 -0.11547729936265588 0.10036432681859037 0.047102311386451393 0.045098270216397666 0.075402488686037314 -0.22184663060388546 0.0046557099625397971 -0.20971829292518529 0.23634094692344992 0.16283802926852131 -0.12322915764799405 -0.010090896453436485 0.16577818084590873 -0.0058618810156885158
leaf_weight=6.7230285836849353 8.1784765728516486 1.2409231162164349 65.634656110894866 1.5125060081481958 14.18292609695345 4.3946686028502873 529.50793779990636 4.8834373796125874 16.917229749960825 157.6598081716802 2.7325967606157056 4.1861345730721977 9.3091838457621616 7.6668402235954991 11.017871553078296 3.7741729430854321 5.6260633463971308 1.6068982370197771 84.750518825137988 40.356784113915637 21.405425591394309 0.86780380457639594 31.838806066196412 1.4615222103893746 1.5545859404373903 4.093004851602017 3.8297433188417918 70.427022853284143 1.9553882852196682 422.55729282996617
leaf_count=90 4446 18 859 23 216 86 9649 69 201 2316 43 33 104 140 165 28 71 13 980 579 803 17 553 18 62 60 471 995 23 5997
internal_value=0 0.0001458 0.00387799 0.0117762 0.00574801 0.0335498 -0.00673252 0.0885603 0.00080591 0.00310579 0.0135487 0.0281873 0.0402012 -0.0060335 -0.0180535 -0.0922388 0.0143033 -0.0675252 0.0447824 0.0400288 0.081292 0.0638211 0.0269793 -0.00475298 0.0521919 0.0524342 -0.00782678 0.00169735 -0.00643304 -0.00507127
internal_weight=0 1533.67 994.213 562.977 463.98 70.0293 539.462 6.12436 393.95 379.767 222.108 127.096 100.885 95.0111 26.2111 7.96031 18.2508 7.23296 98.1527 98.9974 23.7857 22.2732 75.2117 33.3003 41.9114 88.8435 533.338 87.3443 431.236 424.513
internal_count=29128 24682 14475 8365 6310 945 10207 87 5365 5149 2833 1497 1187 1336 310 61 249 84 1144 2055 843 820 1212 571 641 1040 10120 1196 6110 6020
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=0 0 13 13 6 3 5 11 10 6 11 13 13 9 3 5 0 9 1 1 1 4 5 11 13 7 2 2 13 7
split_gain=4.13389 3.83982 3.51998 6.89105 8.21005 8.31329 7.26401 5.96143 4.92015 4.78654 9.39481 7.88394 5.24008 4.47054 9.76244 6.17071 6.06177 4.43239 5.91448 11.8746 8.70672 6.47441 6.15702 14.4801 5.70829 5.39017 5.34255 11.1835 10.569 5.00697
threshold=182.68744659423831 51.90870666503907 2.5337422529803679 2.4817288557635711 80.051105499267592 1.6923990249633791 40.773292541503913 0.23363643884658816 0.4606882262303495 256.43722534179693 2.4505855739116673 0.85898590087890636 2.3501205444335942 3.4578857421875004 1.2295390963554385 340.76377868652349 91.485134124755874 1.4704437255859377 91.410808563232436 77.101856231689467 93.270534515380874 0.10956001281738283 234.26872253417972 0.38959521055221563 1.6177368164062502 3.3595143556594853 1.7583009004592898 1.8259467482566836 1.7125701904296877 3.3269783258438115
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 6 -6 -3 9 -9 11 -11 -12 17 15 -15 -16 25 19 22 24 -21 26 -24 -20 29 -19 28 -28 -10
right_child=-2 2 -4 4 5 -7 -8 8 13 10 12 -13 -14 14 16 -17 -18 18 20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.085996028905727745 -0.073880291571202336 -0.092372520382822842 -0.0075771825889606797 -0.024274432290230671 0.31562923220750383 -0.080721391045356528 0.0890019251379955 -0.068769006323389281 0.0067799560718390427 -0.11768300895142768 -0.065164894945523813 0.25662880627745588 0.13963920199055987 -0.19839600041861205 0.054626802472190698 0.020175685842916308 0.21549872102154694 -0.087578836892930709 0.16809133297545165 0.1165106027409941 0.00016383498688963394 -0.064245769956663132 0.37032359018136685 -0.063699590825988445 -0.00077600740317137996 0.14333400638334601 0.41340353163706373 0.016204043102494983 0.018311397600190956 -0.18438363787978018
leaf_weight=5.1590162040665737 7.5842902716249219 6.6575398526620111 404.16408861742821 10.328815455781298 1.5393596673384369 2.6811356140533453 17.413784845499322 18.662551213405099 742.48918883316219 0.74658612743951325 8.7746551698073727 2.2845788060221821 1.4566746654454608 1.7659240519860784 5.8407369693741185 4.8094594262074679 3.9104792030993849 4.4487189911305896 5.299100660486145 2.0560977091081432 140.2829136790242 54.679780317586847 0.8009310076013233 19.089560329215601 3.2170243068831041 2.8869177352171382 1.4147619535215192 53.385434495517984 1.2985238800756631 1.3726728141773481
leaf_count=345 4446 192 6389 166 12 75 240 620 11025 22 235 71 19 35 51 73 126 171 92 46 2181 1021 11 446 55 51 25 827 21 39
internal_value=0 0.000130727 0.000422328 0.00331008 0.0490746 0.0840935 0.107408 0.00196517 0.00254618 -0.0361274 0.00980492 0.164435 -0.0360061 0.0037231 0.0556421 -0.0385252 0.11914 0.0029023 -0.00768419 -0.0226624 0.00612383 -0.0576952 0.00204752 -0.0462228 0.104301 0.00695647 0.0179048 0.0262699 0.22432 0.0064272
internal_weight=0 1528.92 1523.76 1119.59 31.9631 21.6343 18.9531 1087.63 1080.97 31.925 13.2625 3.03116 10.2313 1049.05 16.3266 6.57538 9.75122 1032.72 285.973 137.174 148.799 56.7359 80.4379 19.8905 8.51612 746.749 60.5474 56.0987 2.71329 743.862
internal_count=29128 24682 24337 17948 493 327 252 17455 17263 967 347 93 254 16296 285 108 177 16011 4896 2568 2328 1067 1501 457 147 11115 1044 873 46 11064
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=4 9 11 2 1 7 9 10 10 1 2 0 3 7 5 6 1 12 1 7 7 0 13 9 4 11 12 7 5 13
split_gain=3.94887 3.73339 3.54002 5.74546 5.19557 4.20857 5.99197 5.41298 9.20833 4.41011 4.21706 4.08021 3.95275 5.0629 10.4125 7.9494 3.92931 4.34173 4.19495 7.24533 7.12122 3.68197 4.99416 7.62971 13.9759 10.0359 6.26862 4.94313 6.17955 9.56461
threshold=2.3093566894531254 0.049340248107910163 1.1340820995443546 1.2182217836380007 60.204608917236335 3.1965712308883671 2.3425903320312504 1.707324611613614 2.3500734498150302 82.938251495361342 1.8483116626739504 91.169990539550795 1.9126586914062502 2.8979876041412358 209.32157897949222 77.08301162719728 71.446186065673842 1.2508827765756332 81.803901672363295 2.1022710800170903 2.6520111560821538 70.372509002685561 0.47198486328125006 1.2613525390625002 0.14212036132812503 2.7198580056428914 2.4749755859375004 1.8085831403732302 79.785736083984389 1.0159683227539065
decision_type=2 2 2 2 2 2 2 2 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 12 7 10 -9 11 -7 -10 13 14 16 -16 -6 18 19 -18 -20 22 23 26 -25 -26 -4 28 -24 -30
right_child=1 -3 21 4 5 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=0.13884811542671469 0.33554413161536412 -0.075993049744563793 0.14298202456463413 0.17592650924213626 -0.11743276672056245 0.10948420346439616 -0.072839381061112762 0.33326547050748029 0.19334330899999103 -0.11080865074007698 -0.11981142090056984 -0.049762304024144353 -0.10301579998167983 -0.080533127313886496 0.4305671619342033 0.059277512111853503 0.36439515873515271 -0.088018751661422104 -0.11859407006025556 0.012761378813563401 0.22523087130475794 0.0023899699566533321 -0.041796531684189675 0.82925077409865089 -0.10126136642952671 0.36738470322480421 -0.12144253945876936 -0.04449525776960539 0.38057783959682023 0.027506152864593361
leaf_weight=2.0724638937972477 0.22603314323350687 8.9043559439014626 1.4934863070957356 1.1885869113029901 3.6742529256735024 1.2347310259938225 5.5448744710301971 1.4770809751935301 2.0058420263230805 1.2898216111352665 2.2890459820628166 1.0527218580245969 11.218426202656699 11.935739565873517 0.9009735276922578 1.6019012150354681 1.001269740518181 3.0838236783165485 2.0872762270737444 1.4127617214107884 0.84677271847613145 1376.9573631857056 16.042396959848702 0.32093373360112343 0.99435831885784842 0.84547648299485445 2.2430127430707216 50.487243667012081 0.80006362451240676 18.711753372568637
leaf_count=48 33 2016 60 18 115 33 221 42 27 73 68 46 686 249 17 44 13 92 52 28 20 21708 571 11 102 28 92 2170 23 422
internal_value=0 -0.065805 0.000156166 -0.024539 -0.0308276 -0.0354945 0.0095213 0.058368 0.117547 0.0442709 -0.0394663 0.109669 -0.0532491 -0.0322165 0.00725864 0.192933 -0.0311283 0.00647933 0.0609691 0.158609 -0.0193655 0.00109627 -0.0182794 0.0707453 0.22032 0.1141 -0.0157515 -0.0243811 0.00418117 0.0419835
internal_weight=0 9.13039 1524.81 55.9184 53.8459 52.6573 14.8941 9.34924 5.82547 4.34839 3.52378 3.05856 37.7632 26.5448 14.609 2.50287 12.1062 8.4319 5.34808 2.41403 2.93405 1468.9 91.9387 5.89727 2.16077 1.83983 3.7365 86.0415 35.5542 19.5118
internal_count=29128 2049 27079 1892 1844 1826 510 289 188 146 101 73 1316 630 381 61 320 205 113 41 72 25187 3479 293 141 130 152 3186 1016 445
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=0 5 5 2 11 12 1 2 0 9 4 12 12 5 4 4 4 8 5 2 11 0 2 5 6 9 8 12 6 13
split_gain=3.65737 4.59139 6.1652 6.7693 4.81263 4.54623 4.19745 5.4823 6.68387 5.14861 4.35401 5.8824 6.6991 4.09665 4.4909 6.13012 6.50625 4.14027 6.28171 4.65121 3.94532 3.88373 5.25021 5.04899 4.0861 3.76392 3.81636 3.88568 6.53064 13.7661
threshold=97.963001251220717 280.64428710937506 271.60650634765631 1.9927505254745486 2.2115988358855252 3.0945688803964342 74.32251358032228 2.2484403848648076 101.88645553588869 0.62756347656250011 0.15036010742187503 2.2278189659118657 2.3183822631835942 368.65304565429693 0.53090286254882824 0.28738594055175787 0.32845306396484381 2.9975191354751591 871.32110595703136 1.637499272823334 2.2363756597042088 88.567638397216811 0.87189880013465892 66.741836547851577 328.20681762695318 0.032745361328125007 0.062026977539062507 3.0535036643319811 46.523229598999031 0.52613830566406261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 4 -4 -2 6 7 -6 9 -9 11 -8 -13 -3 15 -15 -17 -16 19 -19 -10 25 23 -23 -24 -1 -27 -28 29 -29
right_child=1 13 3 -5 5 -7 10 8 20 -11 -12 12 -14 14 17 16 -18 18 -20 -21 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0648506533835842 -0.055052231309924565 -0.099472745530648554 0.2518152419614883 -0.10215436404021233 -0.087209567534040133 -0.11135012252929931 -0.11528413737828279 0.1931012806982291 0.21145500775422718 0.0029619499774570443 0.011222643683781336 0.27892720335480836 -0.02771298291041209 -0.062668300985017536 -0.081198194065471005 0.478040058792639 0.084090244732859018 0.25711661744960868 0.48324429746939179 -0.10528221935279003 -0.053597977548263787 -0.19315014213773046 0.0062324577672883885 0.094361012708429254 -0.077325589470256986 -0.073772598908501158 -0.0044634850756312449 -0.10702097400602538 0.020430348946571874 0.4538756659049879
leaf_weight=10.129645077511666 20.062544779386371 10.436485497280957 1.8196185622364276 0.76842968713026483 12.028373721288519 3.8148701559985048 6.4710366893559677 2.6013486217707422 0.58921361993998189 3.1468958482146263 131.69305775524117 0.89399757864885021 3.5084901708178222 2.5029460961231988 10.025923085631801 0.50026314170099828 2.5880185548448935 0.49847864126786534 0.31824740965384979 1.2232068518642334 11.977091821609063 0.65097008179873128 720.84044552315027 9.8966274205595237 5.900276248343288 7.5883508035913101 516.43557454971597 0.75782562885433336 30.258243483025581 1.0354095040820537
leaf_count=139 3565 1374 32 159 209 120 274 20 18 28 5626 11 70 151 1165 26 150 10 15 170 1330 14 5486 558 37 107 7838 25 384 17
internal_value=0 -0.0119548 -0.00662169 0.146716 -0.00863832 -0.00336921 -0.000986842 -0.0347593 -0.00031183 0.0890089 0.00620107 -0.0546169 0.0345554 -0.0498028 -0.0204446 0.0536407 0.147905 -0.0547753 0.075089 -0.000357086 -0.0411701 0.00178726 0.00657068 0.0766166 0.00555407 -0.0044415 -0.00334107 -0.00236664 0.0314192 0.216839
internal_weight=0 227.469 199.375 2.58805 196.787 176.724 172.91 30.3429 18.3145 5.74824 142.567 10.8735 4.40249 28.0936 17.6571 5.59123 3.08828 12.0659 2.03993 1.72169 12.5663 1303.49 737.288 10.5476 726.741 566.205 556.075 548.487 32.0515 1.79324
internal_count=29128 14523 11462 191 11271 7706 7586 1605 1396 48 5981 355 81 3061 1687 327 176 1360 195 180 1348 14605 6095 572 5523 8510 8371 8264 426 42
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=4 9 12 12 0 5 12 6 3 13 5 9 5 11 10 11 2 10 0 10 4 9 9 9 12 2 8 5 0 4
split_gain=3.4214 5.78224 4.67973 5.1315 5.1377 3.63588 6.78222 14.0664 9.39778 10.1747 6.68956 5.20202 8.79584 7.1337 5.72027 7.43585 9.45104 6.59301 7.52542 11.1262 6.51813 8.35363 6.22481 6.12233 10.1686 5.93932 7.1589 5.70446 11.3085 8.56587
threshold=2.09642505645752 0.070762634277343764 2.7555548270517076 3.1340713500976567 101.88645553588869 71.569999694824233 2.4000155051522936 75.06653213500978 0.81271362304687511 1.6057039817147933 137.08075714111331 1.9615478515625002 133.55688476562503 2.99276668031747 0.74271755011551432 2.873552264767238 2.7194534540176396 0.77364297596054377 87.035694122314467 0.84142149247468423 1.1596138477325442 1.5644068717956545 1.0929107666015627 0.87928771972656261 2.2376301924334929 1.2790900468826296 1.2991854548454287 108.15655899047853 96.480339050292983 1.4092197418212893
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 -9 -10 11 14 -13 -14 20 22 17 -17 -19 23 -7 -22 27 24 -20 26 -24 29 -29 -16
right_child=1 2 3 -5 -6 10 7 8 9 -11 -12 12 13 -15 15 16 -18 18 19 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031011595131116279 0.17532508091563856 -0.067009570401124638 0.087084280390949523 -0.30913647263358179 -0.10261370841006373 -0.032455909808046197 -0.085381024835956276 0.034792437058202647 0.14846679732203655 -0.052779667642026622 -0.0046088896178999991 -0.0095827316779269877 -0.058697588472189768 -0.33458255376753032 0.01596335185348929 0.13098208304710787 -0.11989862722900953 0.00398634374683052 -0.0041958004265066446 0.049289715842582044 0.0087829800265642466 0.19090035211683681 -0.024745116570446309 0.042670242774265087 -0.26747527383876341 -0.0094599095937222578 -0.22348452644174899 0.053801641052541316 -0.055023666815034039 -0.052884241708888724
leaf_weight=148.24908691167366 1.2737803792115325 21.282281914842319 5.8599903648719174 0.4428334831027313 1.8876164533430708 54.251622921321541 31.961655174498446 31.861000920180231 2.7020669193007043 35.763917391886935 629.42440541682299 31.698769062873907 2.3544470783090214 1.5571120948297901 78.27441584947519 6.5189857060322529 4.1787934871390453 78.747236210852861 3.1925310436636192 139.48885252512991 27.629088649176996 2.7713110055774441 4.6549585252068928 3.4381662169471383 2.7141841187840328 74.583321787067689 2.9682503780350089 61.081468146294355 11.317990788840687 23.496134423767217
leaf_count=2386 74 2385 39 9 454 912 465 346 29 533 12874 526 40 14 1120 78 146 679 49 2440 494 43 70 53 47 1303 75 610 449 386
internal_value=0 -0.0332743 -0.0422898 0.0219429 0.0408665 0.000425297 -0.0105656 -0.0303732 -0.00537374 -0.038643 0.00263823 0.0100563 -0.0270411 -0.168522 0.0123367 0.0164475 0.0291652 0.0318261 0.0289858 0.0422129 -0.011684 0.0253849 0.00462747 -0.0634213 -0.125175 -0.0180533 -0.102128 0.0153326 0.0367893 6.82593e-05
internal_weight=0 30.7465 29.4727 8.19044 7.74761 1494.88 250.538 102.289 70.327 38.466 1244.34 614.918 35.6103 3.91156 579.307 494.655 238.279 234.1 227.581 148.834 84.652 30.4004 256.377 9.34488 5.90672 82.2065 7.62321 174.17 72.3995 101.771
internal_count=29128 2961 2887 502 493 26167 3759 1373 908 562 22408 9534 580 54 8954 7505 3492 3346 3268 2589 1449 537 4013 149 96 1448 145 2565 1059 1506
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=0 5 0 3 6 8 6 1 3 0 13 5 2 12 0 7 1 5 2 13 11 7 13 5 6 1 10 7 12 3
split_gain=3.36491 5.87911 5.88335 5.77798 5.37138 7.33545 6.60649 9.27428 6.21713 5.19751 10.8843 5.30134 5.20964 5.01974 6.69635 4.97235 6.6744 4.73891 4.69587 4.69319 4.84201 4.66091 4.44768 4.44262 7.44596 6.34464 4.72701 4.55277 4.44076 4.41146
threshold=93.761161804199233 1018.3074340820314 89.952209472656264 1.0931472778320315 91.328121185302749 1.9456024169921877 205.57071685791018 216.09744262695315 0.97443643212318432 90.566978454589858 2.5926577170663561 92.393028259277358 2.3780279159545903 2.7136370261483873 92.654197692871108 1.5300273895263674 84.711334228515639 114.00531005859376 3.14573085308075 3.1060918013202117 2.2761824429035191 1.9363419413566592 3.0717684348397936 416.92077636718756 199.723014831543 148.72308349609378 1.4367770766635266 3.3771672248840336 1.6386019309335433 2.5079408884048466
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 17 -4 10 12 -12 15 23 -15 16 -5 -8 22 29 -21 -19 -2 24 25 27 -27 -11 -13 -1
right_child=18 -3 3 9 6 -7 7 -9 -10 13 11 28 -14 14 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0046055519965670288 -0.0050273914287777208 -0.11490398535270907 -0.060950010762788769 -0.099100614425670641 0.062532159933729334 0.040442042403682404 -0.234930306274582 0.10452311375190054 0.059454846162740695 0.0036163215682808048 -0.15557513730630709 -0.063791109256301978 -0.021974665786747678 -0.065807782983802465 0.03183975647904963 0.1024801924159332 0.094119038851424086 0.070410753428032935 -0.11070261028905354 0.25009077195307766 0.038781106718882692 -0.091383743892695629 -0.067376043055702925 -0.066283435285321352 0.13065574055967541 0.0093265396712865888 -0.16224013293753997 0.065442489200813816 0.084501158039044955 0.056888693204390155
leaf_weight=672.42134650796652 396.64504520321498 4.2383378306403747 19.075120553374294 3.2511221840977695 59.337868635542691 28.847286919131875 1.4606741797178973 4.5269216191954902 5.5322178527712813 165.45700985565782 3.3228829540312281 5.2431508563458902 6.1146730221807948 23.921128913760185 9.9415751323103887 22.561339020729065 3.9718419145792723 2.6244697696529311 4.3987724722246631 1.2168585462495674 9.9615206937305611 5.5368096232414246 11.781239873263983 8.4824478849768621 4.7995627867057911 2.7308551464229813 3.8984060101211071 12.834414549171923 3.2843535393476486 11.871744028292595
leaf_count=9378 13668 58 121 17 869 198 15 305 33 1129 22 40 36 162 66 184 33 52 1813 32 115 38 422 41 28 50 21 62 29 91
internal_value=0 0.00264656 0.00309857 0.0126518 0.030347 0.0062283 0.047891 -0.0135115 -0.0338806 0.00462415 0.0346699 -0.0484282 0.0621009 -0.00155801 -0.0371399 0.0793615 0.00714911 -0.0690442 -0.0079327 -0.00248876 0.0617839 -0.0393546 -0.00682587 0.00452112 0.00768681 0.00449519 -0.091565 0.00806692 -0.0066766 -0.00353869
internal_weight=0 1106.47 1102.23 406.756 126.941 53.4546 73.4867 14.1489 24.6073 279.815 47.7494 11.8504 35.899 232.065 33.8627 29.7843 7.22296 9.62195 412.825 695.471 11.1784 8.16128 408.426 198.203 189.72 184.921 6.62926 178.291 8.5275 684.293
internal_count=29128 13225 13167 3551 1631 352 1279 410 154 1920 361 91 270 1559 228 234 50 105 15903 9616 147 90 14090 1331 1290 1262 71 1191 69 9469
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 9 4 11 11 1 10 11 12 3 10 10 8 1 5 2 12 5 8 2 5 2 1 0 10 10 12 4 9 12
split_gain=3.26304 3.2695 5.27878 4.68763 5.30159 4.67329 5.09784 4.76065 5.20717 4.64656 6.89012 6.1268 11.6042 5.81347 5.13033 9.0872 9.8344 4.20713 4.12571 4.10644 5.12994 4.97652 5.08972 4.57641 4.29045 7.14436 6.97754 6.04035 5.38197 6.4154
threshold=51.90870666503907 0.32284545898437506 2.09642505645752 3.100555153685161 3.1028163880109791 72.624458312988295 13.276380724800637 3.0630530416965489 2.7970237731933598 1.1421165466308596 0.30226483491506267 1.3928725322152193 1.4870910644531252 139.78889465332034 123.35991668701173 1.5410895347595217 1.8381779829608365 98.567245483398452 2.9307771921157841 1.5928799510002138 446.49400329589849 1.5788114666938784 147.18251800537112 100.18855285644533 1.1076722540285842 1.7846198300678446 2.5812326987558092 1.0676286220550539 0.27166748046875006 1.6827589591317855
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 6 7 8 -4 11 -11 -2 13 -13 15 16 -14 -10 -16 21 24 22 23 -12 -21 27 28 -26 -27 -30
right_child=1 2 3 4 -6 -7 -8 -9 17 10 19 12 14 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.08388136244730858 0.041639118376533502 -0.0012500122761305837 -0.086068741613774605 0.46531882534970992 -0.026571096781596505 -0.12116147118056825 0.32401668677662193 0.24833658010320298 -0.15290729740022438 0.25484407369912876 -0.022159266710373125 -0.19439517967362335 0.37440226441181212 -0.022551924150963718 -0.087691658059978014 -0.013495886807831351 0.080902325166860412 0.096787784636742688 0.05449103767836766 -0.01147465050180984 0.19776031136455802 -0.1853025576192279 -0.14034537618267312 0.11483836084498884 0.071603631118964381 -0.018897825473682572 -0.15051137664732595 -0.016910665106034849 -0.052698339985764113 0.27166865360711506
leaf_weight=4.64500614022836 75.11228809307795 1203.6803246070631 9.919209169282114 0.36998607066925515 0.53733848698902875 7.7009945872705421 0.40621948201442215 0.56962913449388075 0.84414494910742988 1.0541362487711001 27.141723087057475 4.2930239477427703 1.5333826215937749 3.6360426880419254 5.3408793032867816 6.7067245714715682 4.4687909460626543 3.3633795454516076 3.3029079947154969 78.202802067913581 1.3815493155270804 2.0015783607959738 3.3218726839404544 2.6790448902174822 29.861131439800374 15.924978778290102 3.5498396413750006 10.392961439560166 1.034945601713843 1.4841458083828909
leaf_count=345 1188 21506 640 8 107 1729 6 20 16 43 338 51 20 44 97 88 62 84 47 1406 32 23 40 21 395 362 80 269 37 24
internal_value=0 6.17799e-05 -0.00217045 -0.0488962 0.17401 -0.0577654 -0.025439 -0.0350982 -0.0465271 0.00976283 -5.92799e-05 0.0265132 -0.0122872 -0.115593 0.0260741 0.0664986 0.155883 0.0466921 -0.0333617 -0.00157758 0.00600495 -0.0321786 -0.022931 -0.00985164 0.00411874 0.0237089 -0.0221235 0.0487507 0.00258666 0.138405
internal_weight=0 1509.82 1227.39 23.7109 0.907325 22.8036 15.1026 14.6964 14.1267 282.425 178.031 104.394 29.2818 7.92907 21.3527 12.7089 6.00217 4.20752 8.64379 176.977 141.832 35.1442 33.1426 29.8208 140.451 62.248 21.9939 40.2541 18.4441 2.51909
internal_count=29128 28783 24116 2610 115 2495 766 760 740 4667 3070 1597 409 95 314 170 82 100 144 3027 2605 422 399 359 2573 1167 503 664 423 61
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=11 2 7 1 5 1 6 5 7 4 3 6 3 0 10 8 11 13 0 4 12 3 13 7 7 10 13 10 9 5
split_gain=3.05779 4.34324 4.6492 5.34298 5.53834 6.49675 4.25299 3.49369 5.70344 7.05117 4.64455 3.97935 3.30356 3.15558 3.13682 5.30151 5.59318 8.44393 6.10588 6.86692 3.26149 4.61545 4.4874 3.39122 5.70804 3.85512 3.61094 3.19239 3.17004 5.21465
threshold=1.1340820995443546 1.171525299549103 3.1965712308883671 82.368927001953139 154.48771667480472 78.577022552490249 31.313164710998539 265.71490478515631 2.917076945304871 0.48057556152343756 0.41778945922851568 80.623241424560561 1.9524828791618349 93.16144180297853 0.41580655463647603 3.0422884225845341 1.9775057156854354 1.3554693778329574 85.81443023681642 1.2437629699707033 3.0048739035897936 0.50643029808998119 0.042449951171875007 1.8690243959426882 1.7964118719100954 0.23445662987787433 3.0532900412851061 0.40380263674623812 0.32284545898437506 535.22009277343761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 6 12 -4 -3 9 -9 -10 -11 -6 -14 15 16 17 -2 -19 -20 22 -22 -18 24 25 -24 27 -27 29 -16
right_child=14 2 3 -5 5 -7 -8 8 10 11 -12 -13 13 -15 28 -17 20 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.13201411792925896 -0.11276891268924577 -0.060257694736521386 0.075944578599491552 -0.062794878629115092 -0.087451872866367714 0.25306538268429779 0.34986410482780145 0.46237977273309738 0.39056639789640135 0.22527813846697986 -0.1183192587676293 -0.054990917708069666 0.1093992992684044 -0.1121652371522916 0.010043865834883011 0.20840232245638135 0.41172269933251421 -0.10237971291899939 0.13796384469116371 0.62111387533714124 -0.11915781936092543 0.17218808433274252 0.10549137592931755 -0.11184816807180263 0.22156957410424691 -0.12461462456673529 0.13642358174636085 0.055439217833655276 -0.00093878469115380662 0.19180283800690268
leaf_weight=1.7381211612373579 1.1283283890225058 31.863121776492335 1.2829404211370259 5.3870191158493972 3.2875554205966182 1.0365755219245327 1.0154806905775329 0.5152581642614672 0.19422690151259336 0.81298945157323066 2.3416211836738512 1.3442120565450748 2.5336666451767091 0.86132865108083922 266.73596156935673 0.88230177341028948 0.1931723845191361 0.38081562379375089 0.64637804217636563 0.53986473550321534 0.89593393984250669 1.3832427901215849 1.3208008878864355 10.819091479526831 0.81731633096933443 6.637457764009012 0.71823179139755655 1.156256007379852 1162.934837756562 1.5878567602485407
leaf_count=36 63 1239 43 269 116 37 13 14 3 13 100 66 21 100 4229 28 10 27 26 31 17 34 32 514 25 233 11 41 21709 28
internal_value=0 -0.0235076 -0.0286588 0.0175159 0.0607036 0.0201304 0.196967 -0.0478461 0.0280847 0.13002 -0.0793424 0.0506347 -0.0160018 0.0531872 0.000678825 -0.0327631 -0.0407513 0.0958178 0.246006 0.357848 -0.0561266 0.0576613 -0.0680986 -0.0724159 -0.0323578 -0.0534648 -0.07813 -0.0979023 0.00132182 0.0111195
internal_weight=0 54.2141 52.476 15.4046 10.0175 7.71913 2.29842 37.0714 5.20831 2.67246 2.53585 2.1572 6.68255 3.395 1458.78 27.5192 26.6369 2.69539 1.56706 1.18624 23.9415 2.27918 21.6623 21.4692 10.6501 9.83275 8.51195 7.79371 1431.26 268.324
internal_count=29128 2070 2034 599 330 274 56 1435 196 93 103 79 237 121 27058 1092 1064 147 84 57 917 51 866 856 342 317 285 274 25966 4257
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=0 11 7 13 2 7 5 13 2 7 7 6 11 10 6 5 11 5 4 13 2 2 12 12 12 1 7 7 12 4
split_gain=2.93535 3.94107 3.92366 3.43438 3.4034 4.164 6.14344 6.77276 7.41693 6.36706 6.21536 5.76904 6.11511 5.59334 5.09903 9.80807 8.74088 7.7097 10.783 6.56991 6.56525 6.08173 6.12049 5.79231 9.2919 9.61293 7.29343 14.2911 7.66029 7.28642
threshold=57.078495025634773 2.9297390600019182 4.1337232589721689 0.73404565651948073 1.6745317578315737 2.0716886520385747 101.31046676635744 1.1430574973397933 1.476665794849396 1.9693381786346438 1.9259313344955447 57.013532638549812 2.4874952231817926 0.79273130745828757 232.38639068603518 274.92658996582037 2.2662103419476236 408.11764526367193 0.041118621826171882 2.8461367209726061 0.89693772792816173 0.8183124065399171 2.1785100142108367 2.208581924438477 2.3183822631835942 102.62346267700197 2.9518311023712163 2.5635943412780766 1.3986727317147933 0.025529861450195316
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -2 11 -9 -13 -10 15 23 19 18 -18 -17 -20 -16 -23 26 25 -25 27 -7 -29 -28
right_child=4 3 -4 -5 -6 14 -8 8 13 -11 -12 12 -14 -15 21 16 17 -19 20 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.085714139651006716 -0.10352695200351146 0.19366849772205569 0.33038735567726463 -0.0094098583466638453 -0.0039131520357690288 -0.044509306955393659 0.027896595871312203 0.14923869627279651 -0.036674410685178391 0.0998649350785073 0.12007910863877247 -0.093670230671957788 -0.0099379338168466905 0.045938348478281515 0.031072914017458493 0.074912919152905696 -0.20898371649462955 -0.027026944518586279 0.22528878032531649 0.29214621513021649 0.043578381587821277 0.011445570208312489 -0.11658969336970214 0.17958486133897639 -0.0056560834755333749 0.0098394896710272822 0.15219608412130345 0.13418091914343439 0.012401990976563484 -0.083333724859024183
leaf_weight=11.063955259975046 10.01237986050546 0.9341930625960212 0.23135564406402487 7.6699242237955332 836.75931849220069 43.760992187075317 157.07658212678507 2.1081107784993938 9.6859114165417832 1.8186899735592295 3.5497436844743779 9.6384318582713586 91.736876008100808 53.262132460251451 7.258595856837931 15.346768951974811 1.6274300552904595 26.986486632376909 2.1106919832527629 1.5311153698712576 34.302386607974768 5.3641750924289253 12.282534198369829 5.8233169475570303 100.15492165600881 7.811674717348069 1.3821701314300323 7.672832029405984 15.805944187100975 26.428102174308151
leaf_count=1011 133 21 22 211 19218 548 2504 34 133 19 40 173 1092 501 98 241 15 294 29 28 404 80 170 72 1171 82 13 139 219 413
internal_value=0 -0.0383503 -0.0771914 0.0126394 0.000311991 0.00571339 0.0134111 0.000896387 0.00598832 -0.0722612 -0.010031 -0.0144941 -0.0178989 0.0332266 -0.00255104 0.00116885 0.0304972 0.0138541 0.0428557 0.0946197 0.0541113 -0.0459772 -0.0776701 -0.0103334 0.00488758 0.0823354 -0.0285554 -0.0107406 0.0521992 -0.0716279
internal_weight=0 19.8994 11.2953 8.60412 1491.3 654.539 338.889 181.812 169.981 11.8311 107.033 103.483 101.375 62.948 315.65 290.745 81.9049 65.027 38.0405 16.8779 36.4131 24.9053 17.6467 208.84 113.79 13.635 95.05 67.2398 23.4788 27.8103
internal_count=29128 1265 1033 232 27863 8645 4629 2125 1973 152 1339 1299 1265 634 4016 3668 1011 742 448 269 433 348 250 2657 1325 154 1332 906 358 426
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=13 13 6 1 3 12 12 7 11 11 8 7 10 9 8 13 5 9 13 7 12 13 3 13 12 7 5 0 2 5
split_gain=3.0707 5.53128 6.45994 6.61491 6.19499 4.46561 4.30548 4.27616 4.23542 3.84048 5.9903 8.68604 6.82643 5.821 6.83898 5.35646 5.76263 5.21287 5.19263 10.7359 9.05493 5.05926 5.7318 4.93794 4.78095 6.5497 5.22219 4.78224 4.63952 9.49937
threshold=2.5337422529803679 2.4817288557635711 80.051105499267592 66.145378112792983 1.6923990249633791 0.43911361694335943 1.1810671408944808 0.81778812408447277 0.23363643884658816 2.7261588126420979 1.8049227595329287 2.3112964630126958 1.2009359847044394 0.91644287109375011 1.9023653864860537 2.9399324973397936 40.773292541503913 0.12725830078125003 2.8556582053476061 0.56033867597579967 1.2359224875741683 3.0261383056640629 0.93146133422851574 2.9851379394531254 0.66387176513671886 2.5244561433792119 101.31046676635744 90.26898574829103 1.5410895347595217 73.372787475585952
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -6 -5 -1 10 15 13 -13 -12 -15 18 23 -14 -2 -20 -21 24 -23 -17 -19 -26 -27 -28 -22 -30
right_child=9 2 3 4 6 -7 -8 -9 -10 -11 11 12 17 14 -16 16 -18 21 19 20 28 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.084295295594615502 -0.036124574171872363 0.15407018490415891 0.31664452967869017 0.2191459199559137 -0.241734003001806 -0.047003878692136979 0.041845021101101068 0.064087488394954956 0.0017663302909518399 -0.00021098440558592194 0.04539523037697489 -0.067262605054815905 0.15835855073045929 0.45823836788665262 0.057568081328025968 -0.079470088124975635 -0.09341021402020544 -0.055886562668044815 0.51420447766390442 0.48409006706881652 -0.1005445478876565 0.27436485447469666 0.032501168152656676 0.2102595066153119 -0.14460781926439287 0.24758591309891159 -0.08727406736831142 0.087154804642761069 -0.11744054387950598 0.15362396426929109
leaf_weight=5.7491016365820533 43.749530858010985 1.2616335430648202 1.0757122266222747 1.9984774480108232 1.0612563407048576 8.8685906053869967 1.0804902180097995 16.1607272811234 1072.1715953224339 251.72936007630778 13.62556838308228 18.494199976092204 2.1568892211653283 0.78500011144205817 0.93153902934864163 1.1330517000751599 22.516594837536104 16.070357736258305 0.46498012030497093 0.40388973476365109 3.0047499663196486 1.1940043217036862 5.4624017156893387 1.2234010086394844 1.7677470688940946 1.3464598619029837 2.2715554996393621 5.1022993394290097 2.0476643208530731 3.507280663063284
leaf_count=252 870 29 32 26 48 168 42 226 20782 3974 240 692 46 15 29 16 501 411 8 15 51 25 143 48 44 29 76 140 48 102
internal_value=0 0.0025145 0.0438149 0.0749859 0.0621808 -0.0219618 -0.0986712 0.0811522 0.00130732 -0.00771488 -0.0205423 0.000876493 -0.0180303 0.067258 0.240801 -0.0395343 -0.077839 0.00771092 -0.0216181 0.0456937 0.02139 -0.00207177 0.0758859 0.070949 -0.0216105 0.0309091 0.0664892 0.0334211 -0.000442502 0.0537041
internal_weight=0 1109.43 31.5069 21.3767 20.301 10.1302 2.14175 18.1592 1077.92 398.989 147.259 69.208 53.8659 15.3421 1.71654 78.0511 24.873 35.3717 53.1781 9.42856 8.96358 33.2148 6.65641 2.35645 26.5584 10.4881 8.72031 7.37385 8.55969 5.55494
internal_count=29128 21605 571 374 342 197 90 252 21034 7523 3549 1890 1606 284 44 1659 565 914 1094 224 216 868 168 64 700 289 245 216 201 150
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=0 0 3 8 2 11 8 8 10 5 6 2 13 8 6 2 12 9 9 12 4 4 4 1 1 0 3 1 10 3
split_gain=2.81645 5.13499 4.79351 5.67024 5.14747 4.90492 4.65562 6.05344 5.47585 5.73539 4.57641 4.16505 3.82161 4.12425 5.54998 4.63322 3.82421 4.71163 7.67454 4.4519 7.96579 7.43603 5.25067 5.37563 4.63168 4.69095 4.29323 6.0993 4.20999 4.07483
threshold=93.761161804199233 89.952209472656264 0.47591271996498113 0.17932128906250003 1.8708547353744509 2.2363756597042088 2.9593937397003178 2.9887911081314091 2.683480169395017 155.79788970947268 328.20681762695318 3.14573085308075 3.1060918013202117 1.7595278620719912 101.58805084228517 1.7135109305381777 3.0535036643319811 2.5876464843750004 1.9435882568359377 3.0945688803964342 1.2272176742553713 0.30442047119140631 1.5037536621093752 166.30876922607425 135.91983032226565 77.961025238037124 2.4466158151626591 63.178134918212898 0.90899774620959595 0.37329101562500006
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 -3 8 -8 10 -10 -5 -2 16 14 -14 -15 26 18 19 20 -18 -21 23 24 25 -23 -1 -28 -29 -22
right_child=11 2 3 6 -6 -7 7 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 21 29 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0067702634275177576 -0.0062883324292068599 -0.04106615407280087 0.12815240159216212 0.0063424937097085743 -0.0021446419149273384 0.060520333550638787 0.13723685522699908 0.021421432518664782 -0.016687860903836723 -0.1469949792654881 -0.12599300295413338 -0.11081951439416467 -0.085165652302847311 0.27307090976282478 0.086183354782431748 0.045975258769221379 0.018520477926023727 0.14356440947236493 -0.12105351568626971 0.15310763836517638 0.07811332268593657 -0.11465129388082906 -0.16987121154309126 -0.13129208376911958 0.1633973758066897 0.048302912391304374 -0.07522386567622194 0.0079882481495267676 0.13363799875893093 0.26047327830397765
leaf_weight=630.60918143112212 405.48941070929868 5.5818956568837157 7.3140452615916711 305.45024673454463 5.1787849888205528 32.003696297761053 5.6358331069350269 22.653152756392956 11.871404461562635 4.7209944725036612 2.6357464659959069 3.8479581443825728 3.2954526809044165 1.5528950160369279 4.4331873538903892 2.1315480573102832 8.9911652053706366 3.178039362654089 3.6404160340316585 2.6548369498923448 2.2675974713638416 2.6202926458790881 2.2346592186950138 2.6202710834331802 2.0559859583154312 5.4220000840723515 3.1000575665384522 4.4427175335586053 6.6701557822525501 2.6658401759341359
leaf_count=8905 14090 36 82 2543 29 590 38 132 61 22 32 1813 37 29 62 20 129 34 55 30 22 77 27 38 19 36 28 37 46 29
internal_value=0 0.0024483 0.0114273 0.00792993 0.074139 0.0454336 0.00558654 0.0444946 0.00219651 -0.0537638 0.00521033 -0.00727097 -0.00276191 0.0546265 0.013121 0.14169 -0.00372064 0.026958 0.0164221 0.0322936 0.0745465 -0.0011204 -0.0285025 -0.00366392 0.0294527 -0.00478987 -0.00554527 0.0488061 0.0834056 0.176654
internal_weight=0 1097.63 403.046 365.46 12.4928 37.5856 352.967 28.289 324.678 16.5924 308.086 409.337 694.586 11.4131 7.72864 3.68444 683.173 38.3511 35.1731 31.5326 13.9246 17.608 14.9532 12.7185 10.0983 8.04229 644.822 14.2129 11.1129 4.93344
internal_count=29128 13225 3565 2939 111 626 2828 170 2658 83 2575 15903 9660 148 99 49 9512 496 462 407 180 227 197 170 132 113 9016 111 83 51
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=5 0 5 6 1 6 0 13 6 5 9 7 6 11 11 4 9 0 12 11 9 9 8 3 12 1 3 11 0 2
split_gain=2.72224 5.57591 5.22111 6.64186 5.27365 7.43595 4.98293 5.1283 7.79876 6.73007 6.97125 5.72722 5.48524 5.32247 6.20293 5.34935 7.16069 5.79112 5.25537 5.21677 5.8111 5.11222 4.72253 6.65495 4.67748 6.67456 11.0785 5.82877 4.7403 4.93644
threshold=153.17446899414065 117.99692535400392 93.108844757080092 135.27276611328128 84.711334228515639 107.74787902832033 61.820037841796882 2.7458941062265123 98.875328063964858 125.1496047973633 0.75854492187500011 2.183767676353455 80.051105499267592 3.0481760968738283 3.0769532958613799 0.87250709533691417 0.11115852743387224 83.821830749511733 2.8063634077655242 3.051322149234363 1.3882446289062502 2.4208526611328129 2.0220756530761723 1.7632560729980471 2.9213078657733367 86.844680786132827 1.240083694458008 2.2461399212479596 89.716938018798842 1.7866190075874331
decision_type=2 2 2 2 2 2 2 2 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 24 -1 4 5 -4 -6 8 9 10 13 18 -13 15 -15 16 -8 -18 -11 21 -21 -12 23 -7 -2 28 -27 -28 29 -26
right_child=1 -3 3 -5 6 22 7 -9 -10 11 19 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0053683302051489726 -0.0076065358489520035 -0.063383385188557476 0.022277582030834912 0.033349004756192319 -0.1092860974067186 -0.0087796740636745547 -0.05495499673947471 -0.035956866128552221 0.029065799327351385 -0.076064090192798584 -0.048339286287375036 -0.055138531428395803 0.025878770439424815 -0.22619002680385256 0.016030024913265845 0.012467900658825654 0.2825047256393059 0.096827934774202637 -0.28995996442849586 0.14036262691192902 -0.022154761279281596 0.15484423123679888 0.1016065346864985 -0.12790063589997333 -0.10901816926267455 0.0176704629600677 0.29274990364585313 0.098524832701123721 -0.084114434885006598 0.068528830414260597
leaf_weight=423.80487452971283 452.92728549102321 16.376343117153738 189.33736333646812 95.679508006374817 4.5606970982626072 12.246068940381525 2.6407037834869724 40.913233130413573 72.261226875707507 3.9515889175818293 32.188149192777928 26.754280690103769 12.152756941562982 1.534726736252195 3.3982335230102763 16.279947528033517 1.9939333014190186 10.660738157166632 1.619426862336695 3.7477631632937101 5.3281661609653383 1.2878658401314158 2.1506502425181671 7.6009207863826296 2.1136274263262766 35.568075408693403 2.0204746341332775 6.567754290997982 8.5237582973204535 6.043909901753068
leaf_count=7015 6078 5851 2932 2272 249 185 22 626 1068 56 533 488 165 23 46 237 25 127 19 53 60 29 44 171 93 430 24 49 89 69
internal_value=0 -0.00594054 0.0029675 0.00941077 0.00435032 0.0158839 -0.00575209 -0.00375732 0.00297093 -0.0122927 0.00521389 -0.043411 -0.0298325 0.0372722 -0.0593287 0.052364 0.0948282 0.126084 -0.138241 -0.0222912 0.0449543 -0.0405226 -0.0391478 -0.0544001 -0.00410954 0.0219251 0.0422835 0.144218 -0.0319647 0.0225262
internal_weight=0 530.141 972.093 548.288 452.608 211.335 241.273 236.713 195.8 123.538 79.0602 44.4781 38.907 36.5083 4.93296 31.5753 15.2954 12.6547 5.57102 42.5519 9.07593 33.476 21.9976 19.847 513.765 60.8376 44.1563 8.58823 16.6813 8.15754
internal_count=29128 12683 16445 9430 7158 3332 3826 3577 2951 1883 1155 728 653 480 69 411 174 152 75 675 113 562 400 356 6832 754 503 73 251 162
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=0 2 6 3 4 0 1 10 5 9 9 0 4 13 12 5 7 2 7 3 5 1 4 11 8 13 12 11 12 13
split_gain=2.63328 2.74849 5.11643 4.4471 5.06264 5.52402 4.57038 4.28281 4.92024 4.41768 4.26367 4.18987 4.602 3.41865 6.9434 5.70261 8.50797 9.39553 7.28288 8.78657 7.03099 12.2801 5.66579 5.60755 7.31876 7.65385 9.5746 5.49502 5.24506 8.86419
threshold=51.90870666503907 0.9411427676677705 48.077692031860359 0.76591491699218761 0.43250274658203131 80.113018035888686 123.85707473754884 0.82405682914024214 763.40753173828136 1.6033935546875002 0.48019409179687506 63.005140304565437 0.36807250976562506 1.9825515747070315 3.1181983947753911 132.86301422119143 1.9363419413566592 2.329841256141663 1.5696035623550417 0.26117229461669927 138.77597808837893 101.47425842285158 0.38447570800781256 2.9066366275125231 1.8159701228141787 3.0623461325936998 0.82953515847260573 2.504085395728247 2.6145985762225554 2.1603762229257311
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 10 -8 12 -9 -3 15 16 17 -15 19 -17 21 22 -20 24 28 -26 -27 -24 -18 -30
right_child=1 13 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 18 23 -19 20 -21 -22 -23 27 -25 25 26 -28 -29 29 -31
leaf_value=-0.080439083720717383 0.26778637246886583 0.0037594600464110994 0.22791098149138866 -0.1109856642221268 -0.24921895597829802 0.042159176397614767 0.018385277005222033 0.11814174134024834 -0.12532213513765447 0.063560776560774482 -0.12884296175994325 0.071413875957940118 -0.081135085586972605 -0.0043035477550879249 -0.11695691932094823 -0.14705486212191857 -0.064336696164133303 -0.11288201986775147 -0.17422174542166494 0.091600408987776091 -0.015504218514523422 -0.18169673610861653 -0.12960537644069606 0.051550932791146642 0.015957773619581648 -0.035305142640417897 0.24886564167213959 0.049348505698861476 0.25758900066614721 -0.027293239208661776
leaf_weight=4.0757408598437896 0.83125270111486216 765.7040062667802 1.1559128761291493 3.8511656988412124 1.0402147909626354 6.0639695939607918 3.3980612498708052 1.6271860282868171 1.6081806290894736 3.8318415516987434 4.6705712545663118 25.374175690114498 4.0264945197850466 270.02480355347507 5.5944432832184239 1.7998472262988787 18.40433617611416 8.2119168007047829 1.9402931394288341 10.797064466751179 227.33538637135644 7.2088211831869549 2.1692338784923768 46.075534862698987 52.777743494079914 1.8762358931708139 3.2213669229531661 8.210244413232429 1.4630912807770062 4.3087493669008836
leaf_count=345 17 15076 25 63 21 137 34 18 22 39 60 833 66 3416 95 28 307 738 31 216 5544 115 80 585 956 38 37 101 16 69
internal_value=0 4.99054e-05 0.0214924 0.0178783 -0.0393427 -0.0173242 0.0315978 0.0265026 0.0452284 -0.0248512 -0.0668386 0.0540681 -0.0237812 -0.000807708 -0.00601623 -0.00508407 0.00231088 -0.00750815 -0.0166659 0.0575013 -0.0204505 -0.0780313 -0.0173723 0.0236336 0.00795676 0.0272597 0.144273 0.0119485 -0.0382524 0.0449209
internal_weight=0 1494.6 57.479 56.6478 10.9554 9.91514 45.6924 44.5365 32.636 11.9005 8.06863 31.0279 5.65368 1437.12 671.419 665.825 406.364 278.237 259.461 12.5969 246.864 19.5286 12.3198 128.127 82.0515 57.8753 5.0976 10.3795 24.1762 5.77184
internal_count=29128 28783 1335 1318 221 200 1097 1072 939 133 94 917 84 27448 12372 12277 6162 4154 6115 244 5871 327 212 2008 1423 1031 75 181 392 85
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=4 10 8 2 11 13 4 3 12 8 13 11 6 5 11 12 3 2 1 0 1 13 9 5 8 7 11 1 11 2
split_gain=2.49405 2.44062 4.16993 4.08049 7.66672 4.86523 4.10463 3.20767 4.16214 3.28651 3.26163 2.57258 5.46749 4.48801 5.20381 5.87311 4.31927 6.60535 3.14866 3.7322 4.06723 4.61456 5.0463 7.48779 5.04538 7.30252 3.8719 3.7108 7.44177 3.64554
threshold=2.3093566894531254 0.41580655463647603 3.0422884225845341 2.0172957181930546 2.0052774101495747 0.042449951171875007 0.82036304473876964 1.8279457092285158 3.0048739035897936 0.22094726562500003 3.0532900412851061 1.6804251710521145 34.848297119140632 399.12969970703131 1.5774224251508715 1.1092910766601565 0.75285339355468761 1.1333147287368777 90.506938934326186 95.105171203613295 71.446186065673842 2.1715456565194811 0.52642822265625011 127.07396316528322 1.8468322753906252 1.6201872229576113 0.46231824159622198 63.824861526489265 1.1340820995443546 2.2308908700942998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 8 9 -6 -11 12 16 18 15 -15 -3 -18 19 20 27 22 23 -22 25 -24 -26 28 -14 -30
right_child=-2 11 -4 5 7 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.02745098159279713 -0.058097485176911261 -0.10369111034515721 0.17536750693346911 0.40907593411952858 0.069015401030876944 -0.098112235423189989 0.29979068383383795 0.095593504947241031 0.086977684720726645 -0.10897714126374519 0.10344694442510527 0.0018233568108228994 -0.089190432490038565 0.10429501926936824 0.3057607482849487 -0.087081208704763116 0.45273413445567495 0.025184243367822032 -0.074115095654152849 -0.091301110395139717 0.017129338834582186 -0.070446670325665067 -0.11569290711480762 0.2669942677228444 0.11395033366269521 0.20008076392367649 -0.086147858467856789 -0.088052404484045124 0.0011381499117526553 0.23143758914652512
leaf_weight=1.0836818916723232 7.3922025116626164 2.6115397681714994 0.9633164833066975 0.19294760725460847 1.4436688255518664 9.564257540565448 1.1309969013091175 1.7265212555648748 1.9214858636260022 9.2417161799967253 0.78414399363100606 1361.4665871917387 3.3340511941350988 3.4797084374004035 0.68616137059871096 2.9742207824601792 0.36597902467474597 28.537410073855426 18.595262346090749 6.9752124337828709 2.6417969693429795 4.331139294197782 1.0580836171284302 2.1965448574628681 1.1953179291449485 2.3789344453252852 5.0632582511752844 9.4818493528291565 1.2104014582000675 1.5905936760827897
leaf_count=33 2049 83 24 9 21 599 32 21 32 262 9 22484 67 91 24 138 7 790 808 874 38 117 20 32 16 35 101 244 53 15
internal_value=0 0.000131854 -0.0290848 -0.0363552 -0.0072352 -0.0880826 0.16653 -0.0326913 -0.0492313 -0.0720503 -0.092363 0.000693162 -0.0148956 -0.0310138 0.0439376 0.0161014 0.0194698 0.0305979 -0.0399253 -0.0245898 -0.011095 0.020153 0.0471518 0.130565 0.00552666 0.10287 -0.0479313 -0.0488422 0.0117579 0.131918
internal_weight=0 1488.23 28.0527 27.0894 17.3322 9.75721 2.21468 15.1175 13.391 11.4695 10.0259 1460.17 98.7075 67.1925 7.14009 6.45393 31.5149 28.9034 60.0524 41.4572 34.482 18.8651 14.5339 4.83834 9.69559 3.43702 6.25858 15.6169 6.13505 2.801
internal_count=29128 27079 1042 1018 410 608 65 345 324 292 271 26037 3553 2673 253 229 880 797 2420 1612 738 359 242 70 172 55 117 379 135 68
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=4 6 2 3 13 6 13 6 6 6 5 9 3 2 1 2 1 11 1 4 0 9 9 6 7 5 13 13 12 3
split_gain=2.37041 5.3486 5.6816 4.8599 4.8294 4.98511 4.80605 14.0269 9.18619 6.11547 5.55256 5.23932 9.08653 4.90271 4.85291 6.08431 4.72594 6.61664 4.91457 7.05753 5.69981 4.53431 6.99313 6.93134 5.8693 6.20798 4.8341 4.44733 4.38272 6.38996
threshold=0.92808532714843761 237.97630310058597 1.0001885294914248 0.74029779434204113 0.94234466552734386 512.09231567382824 2.7731691916757311 70.725093841552749 223.37695312500003 68.64508438110353 219.61069488525393 3.4578857421875004 1.2489687800407412 2.1972340345382695 93.270534515380874 1.1192872524261477 60.409576416015632 2.6396452635526662 67.847972869873061 0.1242809295654297 59.478025436401374 0.33050537109375006 0.30789184570312506 74.142314910888686 2.7851057052612309 84.100078582763686 0.12864685058593753 3.1322313864999498 1.8009554465585433 1.1858215332031252
decision_type=2 2 2 2 2 2 2 2 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 21 -3 4 -1 -6 11 9 27 14 -10 16 -13 -14 -8 -16 17 -5 19 -18 -20 22 23 24 -2 -26 -25 -9 -28 -30
right_child=1 2 -4 6 5 -7 7 8 10 -11 -12 12 13 -15 15 -17 18 -19 20 -21 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=-0.040376452519877523 -0.04287301341908676 -0.39517031994560337 -0.051688313924059918 0.032897067094385467 0.048498200397425889 -0.14097962613446421 0.052931537524571894 -0.049237258816187547 0.22931659792329506 0.20565074738248423 -0.0235377159349697 -0.10967046912519701 0.17206345231379261 0.0080190659556459154 0.2084643664880638 -0.068367114867933981 -0.051141212687959986 -0.18691103193798025 -0.085924178197452655 0.041933291471149221 0.0024912019313358021 -0.0069865235955728321 0.10470715109692719 -0.18660301227228673 0.22388268943544781 0.0098106133991968502 0.069963297188896031 0.085894638498273362 0.034385571113167264 -0.043418891727703218
leaf_weight=8.0546692148782295 34.894381316262297 0.49777315557002921 14.797423945012268 2.4844980296911663 48.477148670470342 1.429483878891914 21.465106445655699 79.297670022060629 2.0006628877017643 2.0746055339695877 1.5346318957745095 2.1392103387042871 5.8448031978914496 2.6469079795060679 0.89213565690442731 7.2120275389170274 9.410337968147358 3.0514022911665961 7.3951959270052603 60.678852223441936 518.96512207295746 560.25849147333065 7.9345873374841167 1.053568637522402 1.5985916599165637 8.8777190879918617 19.484076789522078 2.5126442530890918 42.23053521575639 14.073482858831992
leaf_count=117 581 9 637 54 1238 27 287 1297 42 25 64 35 80 77 14 130 176 35 604 1091 8045 12733 156 25 24 240 463 31 503 288
internal_value=0 -0.00437637 -0.0628667 0.00360407 0.0314746 0.043071 0.00138998 -0.0171825 -0.0382669 0.0396835 0.119555 0.00493672 0.0745274 0.12093 0.028039 -0.0378925 0.00370777 -0.0882617 0.00456137 0.0294369 0.00124899 -0.00308058 0.0137338 0.00782738 -0.0231655 0.0424761 0.0261269 -0.0450869 0.0290842 0.0149379
internal_weight=0 705.701 15.2952 787.567 57.9613 49.9066 729.606 116.989 85.3456 31.6439 3.53529 612.616 10.6309 8.49171 29.5693 8.10416 601.985 5.5359 596.45 70.0892 526.36 690.405 130.147 122.212 45.3707 10.4763 76.8417 81.8103 75.7881 56.304
internal_count=29128 15659 646 13469 1382 1265 12087 1890 1434 456 106 10197 192 157 431 144 10005 89 9916 1267 8649 15013 2280 2124 845 264 1279 1328 1254 791
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=0 0 10 9 0 11 12 2 10 4 12 8 4 2 11 6 1 1 13 2 3 5 12 7 7 11 5 10 5 5
split_gain=2.31086 2.33185 3.62003 3.47435 3.99573 3.40194 6.67668 7.23455 4.93402 3.37159 4.38671 8.56674 6.94765 7.62687 8.40881 6.89516 18.7924 5.29212 15.8886 5.11487 4.76494 4.49331 6.3638 13.6459 31.6202 15.5074 11.9352 16.2513 6.08444 9.74985
threshold=51.90870666503907 97.963001251220717 0.54693798197359655 0.11115852743387224 112.63826370239259 3.1285317560010637 2.0868759155273442 1.476665794849396 1.5925582836477676 0.1739616394042969 2.2475178877459929 0.040161132812500007 0.80500984191894542 1.9147781729698183 3.1264023373471663 74.142314910888686 105.58164596557619 123.85707473754884 2.1505889892578129 1.4433635473251345 0.13767114281654361 155.79788970947268 2.0199190696054186 2.9782263040542607 3.1446005105972294 2.68515910406644 221.79202270507815 1.1177061137523647 140.38116455078128 143.02210235595706
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 -8 -4 11 -11 13 14 15 16 -12 -15 -19 -17 -14 28 -23 -24 25 -25 27 -26 -13 -30
right_child=1 2 9 -5 -6 6 8 -9 -10 10 12 21 20 17 -16 19 -18 18 -20 -21 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.078346631207648759 0.00088794030927682197 0.32135805206938611 -0.048228004431782337 -0.091064041266298329 -0.10194606945603042 -0.18817817322360594 0.089309377522850328 0.014699444980961433 -0.091271370387217735 0.3913389342434066 0.44738381372517699 0.012365339916953983 0.066944176257903221 -0.10939786552212977 -0.17640654136009284 0.089265857242596502 -0.10827434304871067 -0.10027098366731264 2.0227662526675654 -0.047099732084635915 -0.045612118126162692 -0.044742063216028832 -0.063884469366494431 1.4798481520878566 1.4315932442460786 0.45428902190565668 -0.10886023644633794 -0.10150617031928838 0.33488152891948281 0.046672267037585709
leaf_weight=3.7702620893251142 1241.5512515876908 0.46083373436704178 17.963859708514065 8.307045136112718 0.43206563027342781 2.2038376014679697 16.458735604770485 8.6825678385794145 1.6662445357069362 0.58680982672376458 1.5507298791781132 70.850373883498833 4.0328070812392971 4.385009243967942 1.4064684296026815 9.547053169924764 1.0018787663429973 0.14025068312184874 0.047085465048439801 3.8637717656092709 55.82999559288146 25.306656062428377 2.8356722476892164 0.25259884714614633 0.13020775362383563 0.35416563198668882 1.2216435442678628 0.14743301714770496 1.5190274828346435 5.1641826236736961
leaf_count=345 13810 10 821 1681 70 23 330 79 18 48 23 3605 140 486 12 86 38 70 11 99 2961 3506 157 30 10 21 131 32 92 383
internal_value=0 4.16066e-05 -0.0095302 -0.0709165 0.116525 0.00167892 0.0355293 -0.026371 0.0727084 -0.00681685 -0.00290514 0.0102905 -0.0203857 0.0277499 0.0579984 0.0786508 0.229292 -0.0871611 0.433338 0.0499778 -0.0380295 0.00821596 -0.0244732 0.079324 0.272146 0.881234 0.0256461 0.617486 0.0209691 0.112179
internal_weight=0 1487.9 217.338 9.19994 0.892899 1270.56 29.0114 10.8864 18.125 208.138 190.174 108.369 81.8051 21.9422 17.3699 15.9634 2.55261 4.57235 0.187336 13.4108 59.8628 107.782 30.2484 4.94172 2.10605 0.606764 1.49928 0.277641 77.5336 6.68321
internal_count=29128 28783 14523 1761 80 14260 450 102 348 12762 11941 8015 3926 825 258 246 61 567 81 185 3101 7967 3887 381 224 51 173 42 4080 475
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=0 6 11 0 3 12 6 4 7 5 13 2 12 12 2 5 4 5 6 6 13 12 1 8 11 4 2 1 5 5
split_gain=2.21037 3.70004 42.0016 2.18599 4.40479 4.54586 4.97321 4.88518 4.58677 4.44917 3.60913 3.45154 3.9736 7.3826 6.38167 5.79391 7.97471 8.19658 5.96277 9.79474 5.40718 5.0559 4.90887 6.4192 4.31396 4.40711 3.91751 4.29435 3.74377 6.98344
threshold=182.68744659423831 23.852281570434574 2.9685120920287535 70.372509002685561 0.30934143066406256 3.0778503417968754 139.08238220214847 0.26339721679687506 4.3276090621948251 23.226738929748539 3.0435701926522936 1.6745317578315737 1.1404736042022707 1.7068939208984377 1.327888071537018 211.16390228271487 0.95089340209960949 60.478803634643562 72.19574356079103 100.41892623901369 1.5355593283944808 1.5959320068359377 111.68538284301759 1.3277359008789065 2.8119755182415251 0.18851089477539065 1.3474360108375552 103.43873596191408 122.0006675720215 76.115280151367202
decision_type=2 2 2 2 2 2 2 2 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 10 8 7 -7 9 -6 -1 12 14 15 -5 16 17 -14 -17 -20 -16 -18 24 -24 25 -19 -21 -28 29 -22
right_child=1 -3 -4 11 5 6 -8 -9 -10 -11 -12 -13 13 -15 20 18 21 22 19 26 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.087188301195097073 -0.10011715297234083 -0.081129810915581746 4.5238891743810914 0.14048810266818065 0.2802831152535023 0.23902139993632285 0.2161375588888802 -0.10635631217376998 0.28577536758204375 -0.016069117799540979 0.12436842535974678 -0.0032378580730588608 0.049350776366658494 0.0092305017851094049 0.17863080320752073 -0.086110958084769984 -0.019049717507775954 -0.22313685539380029 0.17826795841223866 0.082182404697980299 -0.1122836164731324 0.12195650594055121 -0.026584185869327027 -0.15883030707580623 0.018532622170731029 -0.042244216412570632 0.091283116774683704 -0.083346081723301213 -0.021173621025478564 0.12623079187912653
leaf_weight=11.036293171579015 0.2143266968196248 5.2342809558904264 0.021626097033731639 5.4374036528170135 0.51010858407243986 0.5687099709175526 1.8750832146033642 1.4632186505477873 0.51384673453867336 73.578432199545205 0.86996259680017907 809.0246817090665 5.0592466555535784 488.15557659266051 1.9825943941250468 4.2495520459488061 7.791269857902078 1.9574437858536855 4.1942973597906521 3.8538840282708389 1.6192590305581713 3.7748740082606673 5.1197714768350151 12.965555147267876 6.2865295708179474 4.31752291880548 1.8546694135293362 5.8497366355732083 15.253324935911222 5.0745309758931398
leaf_count=447 199 4232 15 51 16 15 26 72 34 3161 24 14353 39 5587 28 46 76 15 40 34 19 36 52 115 56 42 21 53 171 53
internal_value=0 -0.0636682 0.323693 1.55244e-05 -0.0150524 -0.00645698 0.0986911 -0.00968965 -0.0119637 -0.0140287 -0.0717303 0.000992964 0.006846 0.00495058 0.0426947 -0.0261053 -0.0451949 -0.0685713 0.0190102 0.0473686 0.0204737 0.0269709 -0.0880382 -0.121393 -0.0400161 -0.0986728 -0.000132473 -0.0413079 0.00618658 0.068533
internal_weight=0 5.47023 0.235953 1484.24 90.4157 78.5094 3.90701 2.03193 74.6024 74.0885 11.9063 1393.82 584.797 555.43 29.3671 67.2744 47.2722 35.7061 20.0021 15.7526 23.9297 11.5661 30.6468 18.0853 12.5615 6.27497 11.5583 7.70441 21.9471 6.69379
internal_count=29128 4446 214 24682 3795 3324 113 87 3211 3177 471 20887 6534 6212 322 625 431 319 194 148 271 112 280 167 113 57 108 74 243 72
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=0 11 7 1 12 13 5 9 9 2 2 5 4 5 11 12 12 3 1 8 9 11 4 3 8 11 4 10 4 0
split_gain=3.47649 2.13251 3.67076 3.75041 4.3296 4.45925 3.45904 3.41442 4.94471 3.20339 3.55381 4.16289 4.03385 2.87874 2.66789 2.85952 3.76511 5.02255 2.92954 2.70408 4.01719 4.27684 3.86677 3.73856 2.89538 8.22222 10.2152 3.21879 2.78482 2.98372
threshold=182.68744659423831 1.1340820995443546 3.1965712308883671 82.368927001953139 0.73250865936279308 2.4427019675546373 211.16390228271487 0.52642822265625011 0.21651458740234378 1.1469736099243166 2.2388130426406865 72.496841430664077 1.1262941360473635 335.39242553710943 1.2546184231811248 2.2894808371835436 0.89588928222656261 0.57966995239257824 64.299892425537124 3.1071993112564091 0.024047851562500003 3.0769532958613799 0.52264976501464855 1.6755676269531252 3.0883941650390629 2.3638483807444577 1.1262941360473635 0.41580655463647603 0.0093307495117187517 84.671977996826186
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 13 -10 11 -11 -12 -1 15 16 18 -18 -3 24 -21 22 -22 -24 27 26 -26 28 -16 -30
right_child=-2 14 3 -5 5 -7 -8 -9 9 10 12 -13 -14 -15 19 -17 17 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10062316290391958 -0.072954160567389278 0.14626978530485285 -0.10865399716865441 -0.045788289464594095 0.13018322707925059 0.27077936252950668 -0.0070401798527130327 -0.062507236082652448 0.25140124401349029 0.18163896108727703 -0.021231063912398776 -0.049181247198537087 0.25887342839725458 0.1254253459130473 0.3154573311393073 -0.048075214606317591 -0.12075148240280116 0.18030444197880768 -0.068012624924645756 0.5568895385555529 0.078698354783439728 0.1719142657290772 0.018520211498883297 -0.12834700354417464 0.2532201263895274 -0.11991109674516054 -0.15232280289259989 0.00089828307313483992 -0.10566901057656503 -0.02050499880823629
leaf_weight=4.7607809717883347 6.5601052778947624 0.90579525276552741 1.3512396566220548 5.4418100903276345 3.39676711586071 1.1116660867701282 4.0003009052015841 21.696137124323286 0.71277259150519778 0.93521697493270028 0.8887832977343354 4.7492504009278491 1.2197049268870612 0.63899432285688806 0.22386731021106498 2.1977061085635796 0.64396614837460209 3.9733476798865013 2.158069143013563 0.14975068159401317 5.7678819836582971 2.0308808174449942 5.3651681874180213 2.5603441765415482 1.5638012702111139 6.1948348670266569 1.030357231153175 1371.9041600161581 5.2440041603986201 19.088159909762908
leaf_count=155 4446 13 70 207 74 14 118 771 7 16 53 121 49 10 4 84 21 92 80 3 81 23 103 71 36 88 28 21447 279 564
internal_value=0 4.0128e-06 -0.0201092 0.0208516 0.0576308 0.0840378 0.0559734 -0.0377144 0.000968704 0.0484813 0.0299215 -0.0112064 0.140802 -0.0738732 0.000719478 0.0525071 0.0812853 0.138317 -0.00466257 0.000359479 0.0414014 0.0364921 0.0164075 -0.0289254 -0.00010414 -0.0573206 0.0921451 0.000255967 -0.0356292 -0.0388593
internal_weight=0 1481.91 50.9034 15.3018 9.85997 8.50873 7.39707 35.6016 13.9055 8.50573 7.79296 5.68447 2.10849 5.39978 1431 9.87888 7.68118 4.61731 3.06386 1421.12 15.874 15.7243 13.6934 7.92551 1405.25 8.78899 2.59416 1396.46 24.556 24.3322
internal_count=29128 24682 1665 483 276 206 192 1182 411 246 239 137 102 165 23017 290 206 113 93 22727 281 278 255 174 22446 152 64 22294 847 843
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=0 5 12 6 3 13 6 5 7 3 10 5 10 11 11 7 10 2 8 8 5 2 6 11 9 4 12 7 3 13
split_gain=3.03823 2.12456 6.29412 11.2085 6.79434 8.14177 4.8266 4.38293 6.60786 12.5511 4.71433 4.78117 8.08513 6.09379 11.77 5.60607 5.37997 6.86239 5.00378 8.03424 5.41845 4.93895 4.98053 4.88163 6.45018 6.61162 6.71853 7.1749 5.60689 4.87948
threshold=182.68744659423831 71.569999694824233 2.4000155051522936 75.06653213500978 0.81271362304687511 1.6057039817147933 199.723014831543 127.74092102050783 1.6201872229576113 0.15876007080078128 0.74271755011551432 108.15655899047853 1.1676031688099111 1.9292644411325457 1.7909121831231796 2.9782263040542607 1.102738584156864 0.96166566014289867 1.9023653864860537 1.7029418945312502 119.59052658081056 2.0521925687789921 50.546110153198249 2.8949722071462358 1.0559844970703127 0.34415817260742193 1.5030123313241683 2.4341168403625493 1.4049320220947268 2.3501205444335942
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -1 10 9 -9 -3 16 23 14 29 18 17 -12 19 -15 -20 22 -17 24 25 -13 28 -28 -27 -14
right_child=-2 7 3 4 5 -7 -8 8 -10 -11 11 12 13 15 -16 21 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0064045357753904179 -0.070587270134956359 -0.015768175971039754 -0.076926828387387111 0.029410863867179012 0.13316414611001887 -0.046853358285415918 -0.17743612956956101 -0.14225718138439283 -0.0057764941673683502 0.055181225822615504 0.14305195172662521 -0.048563495960529161 -0.0028036306278611369 0.011415332560396018 0.34139211419846577 -0.161383536420939 0.014413631850153525 -0.018949328841162186 0.059900842288057879 -0.11973141151407547 -0.018833447123930539 0.024464535653340405 0.0023126890829662863 0.064488038354125227 -0.029541780429987025 0.26044477040128572 0.062170620868032683 -0.15666840094256962 0.083520722899630973 0.1810079933803726
leaf_weight=147.27108088019304 6.1248073333408675 68.945696024456993 31.738138768123463 31.188280409667641 2.7087206672877064 34.665279133943841 1.4420830390881736 3.548033886589109 667.24490745819639 34.79645901004551 2.6876764553599051 5.3186002251459312 7.80556241807062 13.060999175184408 1.4024207004113112 6.0682420609518868 181.43784501426853 96.43458994635148 20.68010869959835 7.2720175753347567 15.139701601117848 3.8673525711055836 2.6793036533053964 54.3289914727211 16.536385892832186 2.898531184531751 10.875222464790566 1.7375561035005365 4.6887329993769526 1.77207123208791
leaf_count=2171 4446 1173 476 373 26 508 31 72 12410 737 84 63 196 220 39 63 2557 1316 262 73 186 69 28 1006 249 34 135 24 55 46
internal_value=0 -1.07159e-05 -0.00843486 -0.0277937 -0.00504951 -0.0338064 0.00462182 0.00169305 -0.00345663 0.0369122 0.00860572 0.0122854 0.0251991 0.00164488 0.0708239 -0.00940085 0.00417837 -0.0145567 0.00413211 -0.0354887 0.0266228 -0.0696403 -0.111245 0.0446877 0.0191085 0.0506345 0.0767529 0.032023 0.15111 0.0312055
internal_weight=0 1480.24 249.014 100.3 68.5623 37.374 148.713 1231.23 705.589 38.3445 525.638 456.692 176.132 79.7478 10.9801 68.7677 280.56 99.1223 56.1528 20.333 35.8198 12.6149 8.74755 96.384 42.055 25.5186 20.2 12.6128 7.58726 9.57763
internal_count=29128 24682 3585 1383 907 534 2202 21097 13219 809 7878 6705 2748 1182 281 901 3957 1400 741 293 448 160 91 1566 560 311 248 159 89 242
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=0 0 2 8 12 11 6 13 5 6 0 12 1 5 3 1 13 1 8 5 8 12 9 5 9 9 8 9 0 6
split_gain=2.6501 2.05137 7.54066 11.9022 10.34 2.03839 4.06381 3.81097 5.06026 6.11086 4.17702 4.05353 3.95781 3.63137 3.53337 4.50942 3.61011 3.56303 4.54455 4.96962 4.84751 4.35099 4.34731 4.33898 3.72588 3.96838 3.32782 2.65989 5.83857 3.20596
threshold=182.68744659423831 266.61465454101568 2.7434889078140263 2.4249788522720341 1.6386019309335433 1.6804251710521145 34.848297119140632 2.8370501120858873 95.290451049804702 48.778524398803718 90.072959899902358 0.37248229980468756 60.647214889526374 871.32110595703136 0.75285339355468761 103.86886215209962 1.5723177512460433 82.368927001953139 3.0972810983657841 209.32157897949222 3.0252532958984379 0.76428857644135573 1.7785034179687502 70.679336547851577 0.37710571289062506 0.28581619262695318 0.49507904052734381 0.77460479736328136 91.272888183593764 20.32468414306641
decision_type=2 2 2 2 2 2 2 2 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 -5 6 14 12 -9 -10 -11 -12 -8 26 -1 17 -17 18 19 20 21 -16 24 -19 25 -23 -14 -26 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 9 10 11 -13 13 -15 15 16 -18 23 -20 -21 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.10033237621812555 -0.10317538135455431 -0.10014848457860044 -0.10228705265944771 2.4440744111267434 0.60747232488451919 0.00098309280822734776 0.12334591618538188 -0.12041539953683603 0.38679310670279787 -0.10457951389996914 -0.086992502111815806 0.16368378028866959 0.047996620116493166 0.21902360655495082 -0.093232240300279073 0.033369906601714891 0.21852377385531688 0.19603285841610119 0.20399373728190909 -0.096982097442978574 0.17576764896467739 -0.00435903044187806 0.18330615431531597 -0.08637771689379542 -0.11524863161747417 0.2401405571182291 -0.048538923804392842 -0.12854812518985934 0.35526569499057359 0.028503499323093887
leaf_weight=2.418345486046749 4.2677180778700849 0.20890762720955525 1.0747503995080476 0.039305291429627687 0.1392734675318934 1378.0230485784705 1.5241477515664872 1.502839590772054 0.60383695905329648 1.2926345937885342 0.84223511238815296 2.755554917093832 3.820299834071192 0.53688829345628519 2.7805630248040094 2.2253677105763918 1.9990152976242823 0.60506130242720146 1.3992539589526121 3.1513638180913395 2.2702685329131773 1.4392588787013649 1.9215721985092384 5.3938190997578204 2.3298161997226998 1.2321206509368492 54.713190399575979 1.1168514161836358 0.59031348675489403 0.61107512179296464
leaf_count=102 3192 178 1005 37 34 21398 44 58 36 70 23 67 127 16 62 47 47 14 40 84 50 34 38 164 39 12 2032 24 13 41
internal_value=0 -0.0681521 0.0340677 0.412268 1.01171 -1.2987e-05 -0.0138673 -0.0276896 0.0421865 0.0866629 0.0496048 0.105001 -0.0357585 -0.0398637 0.0158073 0.0254704 0.120986 0.00922752 0.0305967 0.0166872 0.0417514 0.0164425 0.049443 -0.0578931 0.0142999 0.108412 -0.0422383 -0.039789 0.0360475 0.189061
internal_weight=0 5.72995 1.46224 0.387486 0.178579 1477.1 99.0757 67.5916 6.9971 5.49426 4.89042 3.59779 60.5945 59.0704 31.4841 29.0657 4.22438 24.8413 18.8425 17.4432 14.2918 12.0216 9.24101 5.99888 7.31944 2.67138 58.5335 4.64806 2.31824 1.20139
internal_count=29128 4446 1254 249 71 24682 3284 2473 254 196 160 90 2219 2175 811 709 94 615 437 397 313 263 201 178 163 46 2159 117 78 54
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=0 0 7 4 3 7 8 11 1 4 10 5 11 1 12 6 6 2 13 13 9 5 1 3 7 5 10 2 7 4
split_gain=2.62675 2.04635 3.6442 7.19519 9.22488 5.73004 8.96541 6.03328 5.62273 4.42421 4.00707 3.77423 5.15459 3.68964 8.77995 7.25888 6.59082 6.81016 6.46385 6.73807 9.03534 6.05001 5.46832 6.09098 5.41684 6.18972 7.24345 14.018 8.9356 5.49602
threshold=182.68744659423831 79.591171264648452 3.012985467910767 0.57726669311523449 0.84416675567626964 2.9974830150604252 2.3462524414062504 2.034922987222672 156.47329711914065 0.24002408981323245 4.798736105789243 153.17446899414065 3.0931174496756957 87.13330459594728 1.5172061920166018 112.0478858947754 144.47017669677737 1.5857945084571841 2.4016866683959965 2.9022585471444811 0.68327331542968761 30.926163673400882 88.42016983032228 1.2194786071777346 1.2886593937873843 137.08075714111331 1.0235357279645398 2.0452194213867192 2.2362213134765629 0.60199737548828136
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 10 13 11 -1 -6 -13 21 16 22 17 18 -15 20 -20 -9 -16 -24 -23 26 28 -28 29 -26
right_child=-2 -3 3 -5 9 6 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.085494102020289578 -0.068056161467560189 0.0014140122306379396 0.25168471306324974 -0.088266656295472812 0.16204252188076573 0.57050784522939957 0.014623564790204206 0.16876737871643555 -0.050221407747204287 -0.08006783011009401 0.17361744481813013 -0.069462713421582264 0.27831384901089579 0.0018725383316994656 0.17375305245262654 0.04209016208040775 -0.1072040148064438 0.011831914100612836 0.24521470812826568 0.14307902212361157 0.6958671035560049 -0.10644612560719408 -0.0091305616359635029 -0.11674496757161286 -0.07295547155651215 -0.071358373356889368 -0.068254586873894948 0.30082627041911614 0.17726651105992447 0.058268947494137024
leaf_weight=11.862101308535781 5.6979462835879522 1283.1209714529105 1.4451911123469496 15.537707039620726 1.87682630587369 0.44298178842291125 0.84087840584106743 1.7675110446289171 19.521223074756563 5.4857812724076211 0.62845441931858737 2.7656713246833537 0.50381658971309651 0.93245950760319729 1.375493163941427 35.774055147077888 1.047488097567111 2.0113573018461466 1.0988053670153024 1.5139991426840422 0.74759407760575403 6.2738870382308951 27.634136206703261 6.4958617216907433 4.6772594572976258 11.273388967849312 13.222738921642302 1.1159088872373093 4.5245522796176365 10.048813807778059
leaf_count=923 4446 19047 25 887 38 16 41 40 197 261 12 135 5 41 37 628 33 26 24 38 27 227 656 109 117 529 300 9 52 202
internal_value=0 -2.82074e-05 -0.00964411 -0.0432638 0.0146334 -0.00401163 0.206425 -0.00566358 -0.000140564 -0.0175883 -0.0724571 0.0490125 -0.0158716 0.00729196 0.0210298 0.0102983 0.125079 0.163674 0.234817 0.299456 0.427681 -0.0131265 -0.0217341 -0.0296125 -0.0194136 -0.00724243 0.0142765 -0.0395308 0.0543543 0.0165898
internal_weight=0 1475.57 192.446 27.615 12.0773 164.831 1.28386 163.547 151.057 10.6321 12.4906 5.14631 3.26949 131.535 78.6312 71.2795 7.3517 6.30422 4.29286 3.3604 1.8464 52.9041 35.5055 34.13 51.1365 44.8627 33.5893 14.3386 19.2506 14.7261
internal_count=29128 24682 5635 1351 464 4284 57 4227 3292 439 935 178 140 3095 1619 1430 189 156 130 89 51 1476 802 765 1436 1209 680 309 371 319
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=0 13 12 5 3 7 5 1 7 7 2 11 10 11 8 1 4 7 1 10 0 1 4 11 0 13 13 5 5 10
split_gain=2.2823 2.12878 4.81614 3.98047 5.2453 5.86174 6.1113 8.87599 5.45159 4.77526 7.91412 6.76541 6.27439 5.01541 5.64773 5.61708 4.87496 7.20977 5.38312 6.36716 7.73916 4.59491 4.36075 4.50372 4.18677 4.59847 4.86074 6.76661 5.42389 4.1813
threshold=182.68744659423831 1.9825515747070315 3.1181983947753911 132.86301422119143 0.016656875610351566 1.5696035623550417 138.77597808837893 101.47425842285158 1.9026531577110293 1.9363419413566592 2.1074024438858037 3.073704067860739 2.3934822460327401 2.9066366275125231 0.97782897949218761 154.74198150634768 0.81340026855468761 2.1349309682846074 74.619846343994155 2.3054429989760501 82.826137542724624 222.73410797119143 0.38447570800781256 2.504085395728247 82.42380523681642 3.0623461325936998 2.0966190417581285 110.33878707885744 112.35242462158205 1.113154573458901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 22 -9 10 12 -12 21 14 -11 16 17 -16 19 20 -19 -3 -7 -24 -18 26 28 -28 -26 -25
right_child=-2 2 -4 4 5 6 -8 8 -10 13 11 -13 -14 -15 15 -17 24 18 -20 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=0.0035109791034837589 -0.065550817326684871 -0.0030366047010795144 -0.089588811063605014 -0.20755381839875128 0.045713958524192994 -0.15315780750366684 -0.01109525702947735 0.028176389571394247 -0.19627817847700646 -0.080284550020174539 -0.082476885056920635 0.10435816172223192 0.17314825156888033 0.045530021548635093 0.13113885313059145 -0.18267290846442974 -0.091323431354425944 0.33769225712009437 -0.020972517259309202 -0.082468638634781682 0.071819499945552936 0.083614196545563221 -0.12654331308123648 -0.0069078391838193033 0.20593727841954959 0.14571496073851481 -0.054941577204452287 0.040309121975685369 -0.020910152247489103 0.14728017644209762
leaf_weight=779.88426995323971 5.342775530065409 260.8331595431082 6.5284238512977018 1.3754609010647971 16.636786922812462 1.9416279110591883 232.14400919992477 1.3183090777602036 6.0392249842407182 7.2223186945193438 18.896659301768526 2.1596022170269853 2.0849332325160495 45.585661435034126 7.5745997878257212 1.4488985994830716 5.0466882977634659 1.329018396325411 13.833089613937771 1.9888381019700316 6.21312285377644 6.2667514162603757 1.9233633509138579 5.3291040658950806 2.2064841702813274 2.2074390975758424 18.603571630665105 12.449060871382242 2.017951587215066 2.6251620089169592
leaf_count=13110 4446 3275 113 25 366 29 4593 28 73 108 654 48 33 537 86 21 194 35 221 31 71 387 63 62 30 33 239 171 21 25
internal_value=0 -7.38634e-05 -0.00410333 -0.00329133 -0.0127716 -0.0117717 -0.0155772 -0.0698326 -0.156061 0.00281762 -0.00427307 -0.0633144 0.000345282 0.0189302 0.00416818 0.0123096 0.0161548 0.0463567 0.0188705 0.0766979 0.11867 -0.00100359 -0.0161552 0.0107752 -0.00581505 0.00569728 -0.00306423 -0.0167554 0.0975756 0.0439791
internal_weight=0 1473.71 693.829 687.301 269.333 267.958 251.321 19.1768 7.35753 417.968 290.241 21.0563 269.185 127.727 82.1411 74.9188 73.4699 30.9387 23.3641 9.53098 7.54214 267.1 11.8193 9.87763 42.5312 37.4845 35.2771 31.0526 4.22444 7.95427
internal_count=29128 24682 11572 11459 5264 5239 4873 280 101 6195 4397 702 3695 1798 1261 1153 1132 444 358 137 106 3662 179 150 688 494 461 410 51 87
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=0 5 5 5 11 2 12 10 3 10 9 4 7 10 10 4 8 10 4 11 12 3 10 8 4 9 2 6 8 8
split_gain=2.20202 3.14881 3.92774 3.85544 4.65435 3.74679 3.34694 3.71673 3.82367 11.6314 4.15208 3.44555 4.9019 3.24544 3.75242 3.5666 4.89936 4.61741 3.54396 3.179 3.14485 9.79599 13.5365 8.93499 4.86615 4.80239 7.53887 9.13373 7.2761 16.3148
threshold=97.963001251220717 280.64428710937506 368.65304565429693 271.60650634765631 2.9104098230600361 1.9927505254745486 3.0945688803964342 0.82855299820733885 0.13767114281654361 1.0235357279645398 0.27911376953125006 0.15036010742187503 1.072742283344269 0.65607776835275922 0.68101180238055981 0.56939220428466808 2.9975191354751591 0.79757761685828943 0.28738594055175787 1.2546184231811248 1.0934816916757308 1.5191326141357424 3.334341122276296 1.4747924804687502 1.3553924560546877 1.3446655273437502 2.435707807540894 11.820035934448244 2.0686645507812504 2.1802577972412114
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 -2 9 -9 -11 12 -10 -4 -15 18 -17 -18 -16 -13 21 22 23 -21 -23 26 -22 -28 -29 -30
right_child=1 2 13 4 -6 -7 -8 8 11 10 -12 19 -14 14 15 16 17 -19 -20 20 25 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0013061691687453693 -0.035237961026071227 -0.097974742406562065 -0.10431673318056107 0.2406347942287107 -0.11569049052070067 -0.10176249836469578 -0.099083611745292802 0.52040457046308164 0.11027178229622077 0.1746407715312448 -0.066134101903075712 -0.09353427870162262 -0.084242224384280334 0.28734270055685879 -0.044282239928630313 -0.086944264780056207 0.41815937340511716 0.015664080397360322 0.13170115623909526 0.48934019168160869 0.0023474114792262982 0.040856990618954162 0.8630340459333703 -0.019293115000132428 -0.1052557332657649 -0.032797286940361728 1.1841123618029825 -0.044179897479370206 0.6444958270135932 0.097545230241628159
leaf_weight=1261.3063220117474 33.510380935505964 8.5682220209564566 3.1906486619554917 1.8161482673604039 0.69946937379427243 0.38784412416862313 3.8712607000488779 0.56413062370847855 1.5143167269416142 1.1593994089635091 1.8736630913044789 3.3042608391842796 8.9690884153824282 0.46476672476273861 1.8481143148965182 5.9250656104995869 0.37460202316287894 1.1918704106938092 3.004874003934674 0.50363423407543706 71.548499693424674 15.654104110552 0.30938324943417672 1.0990463821217415 2.6677875417226451 33.048611686128424 0.077727736963423832 2.5418278005963657 0.61813203367637459 4.6326545479823835
leaf_count=14605 3272 1374 696 22 46 123 203 31 49 11 96 824 401 38 80 622 19 121 111 28 1760 937 19 93 613 1716 21 573 60 564
internal_value=0 -0.00964401 -0.0433362 -0.0052959 0.109056 0.180382 -0.00706695 -0.00512672 0.00159634 0.103453 0.025903 -0.000904861 -0.0561449 -0.0140764 0.00840144 -0.00210059 -0.0453629 0.111916 0.0646832 0.00335308 0.00576557 0.0420596 0.257446 0.140542 0.019582 -0.000764074 0.0125659 0.105461 0.0947024 0.161933
internal_weight=0 214.94 24.5682 190.371 2.90346 2.20399 187.468 183.597 150.086 3.59719 3.03306 146.489 10.4834 15.9999 12.8093 12.3445 7.49154 1.56647 4.85299 136.006 132.701 20.234 1.91206 1.60268 18.3219 112.467 79.4188 7.87034 7.79261 5.25079
internal_count=29128 14523 3061 11462 191 145 11271 11068 7796 138 107 7658 450 1687 991 953 762 140 191 7208 6384 1690 140 121 1550 4694 2978 1218 1197 624
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=4 0 7 10 11 1 12 11 10 10 3 6 7 11 5 4 9 9 9 2 11 6 6 7 8 0 10 1 13 1
split_gain=2.02738 1.9634 1.96984 1.87557 10.0538 5.52659 6.68786 6.61538 5.87527 6.00656 5.44136 5.33901 7.20355 5.93013 6.54346 5.67393 5.64749 5.28152 8.05805 5.66583 8.28076 7.90004 7.8821 5.84305 5.46657 6.85533 5.0997 6.81878 7.58327 4.96828
threshold=2.3093566894531254 51.90870666503907 0.83942675590515148 1.9481590505837889 2.7016707082563127 71.187534332275405 2.8543688376718248 3.0847853442006792 4.4647446452868591 4.0065866488166222 0.94224610924720775 56.502513885498054 1.6718089580535891 2.6396452635526662 399.12969970703131 0.92808532714843761 0.049340248107910163 1.1403503417968752 1.1121368408203127 1.8782501816749575 1.7475319375568115 55.558902740478523 42.251728057861335 2.8703310489654545 2.9040832519531254 93.16144180297853 1.2692070564192282 87.13330459594728 2.7150179465585436 60.409576416015632
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 -6 12 16 -13 26 -16 -3 18 -14 -19 -21 22 23 -22 25 -24 29 28 -28 -15
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 -12 13 17 14 15 -17 -18 19 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.13871540160519549 -0.054485513448552639 0.19958707949561197 -0.10282334135596134 0.0084169446432772691 0.087842452242473446 0.0058971613996317805 -0.10593415271378435 -0.099996087359617056 -0.082380302639187858 0.18732876972258114 -0.14515815858018108 -0.011447746327067862 0.042454692173983351 -0.10536730409755975 -0.0077859602836240181 -0.083265653506962037 -0.082306678640790706 -0.051965739181326881 0.26874272825433526 -0.085995642761113836 0.29314139922013621 0.25176590331041238 0.032810284135652845 0.073940265141284711 0.18597378403229042 -0.10074924710463239 -0.12545836281803471 -0.0039952299884575167 0.065865509030324093 0.011051008349934735
leaf_weight=0.38003955991007332 6.8730246277846154 0.7713968874886622 3.0265167715260759 123.1457536862581 1.1583112692460398 37.354020590428263 9.4745215289294702 7.8250649253604925 7.399373361200559 1.9184530381462526 7.4410787501838058 347.41973905885243 60.400102186918957 3.687878274038666 29.878590359381633 14.938529473292872 9.0317708247166575 13.121217132546006 1.6157410297309969 5.4535462423809831 1.6365222300519295 1.7973061823868182 10.660456483252352 4.7330894221668132 1.4676543460518576 6.0094774507451794 9.296276531473266 132.8374035685847 2.6657051068032152 611.14465598898823
leaf_count=24 2049 9 321 2840 14 596 119 110 122 38 96 8546 910 51 527 472 151 259 26 208 20 44 78 63 37 205 92 1755 26 9320
internal_value=0 -4.67555e-05 -0.075877 0.000129658 -0.00898198 -0.0385063 -0.0283884 -0.0149068 -0.000640611 0.0147601 -0.113774 0.00153542 0.0219172 -0.000529508 0.00418578 -0.032945 -0.0601249 0.0294412 0.0483503 0.0033118 0.0261504 0.0494009 0.0345599 0.130259 0.000952029 -0.0153377 0.00637644 -0.0105072 -0.0828222 0.0103527
internal_weight=0 1467.69 3.40656 1464.28 195.717 72.5708 63.9714 54.4969 46.6718 39.2725 8.59939 1268.57 116.698 1151.87 804.449 44.8171 9.80317 106.895 62.0158 44.8793 31.7581 26.3045 24.5072 6.36961 18.1376 16.6699 759.632 144.799 11.962 614.833
internal_count=29128 27079 345 26734 3935 1095 985 866 756 634 110 22799 2010 20789 12243 999 160 1850 936 914 655 447 403 83 320 283 11244 1873 118 9371
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=13 13 6 3 0 13 1 9 12 0 5 3 11 3 8 7 6 5 0 13 2 6 6 12 12 3 1 4 13 2
split_gain=2.02632 4.69831 4.5763 5.47744 4.34649 4.17727 4.16252 5.45222 4.04063 3.91962 3.76538 3.58711 3.14036 2.944 3.85623 4.30298 4.39704 5.15704 4.49265 5.00836 4.08569 3.95959 5.01176 3.93229 3.49419 3.2944 7.16532 7.85515 7.53006 4.36929
threshold=2.5337422529803679 2.4817288557635711 80.051105499267592 1.6923990249633791 86.753402709960952 2.5042508284198211 96.171287536621108 0.67491149902343761 0.73250865936279308 81.071418762207045 122.0006675720215 1.4777526855468752 0.23363643884658816 0.26117229461669927 0.062026977539062507 0.83942675590515148 232.38639068603518 108.98284912109376 85.81443023681642 2.9676640669452117 1.171525299549103 179.70407867431643 89.430187225341811 2.8063634077655242 2.6778475364022936 0.99529647827148449 69.312000274658217 1.6898355484008791 2.6772384643554692 2.2308908700942998
decision_type=2 2 2 2 2 2 2 2 2 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 4 6 -3 -5 7 -4 -6 -8 -10 -9 -1 14 -2 -16 17 20 19 -19 -17 22 -20 -18 -22 26 28 -28 -15 -30
right_child=13 2 3 5 8 -7 9 11 10 -11 -12 -13 -14 25 15 16 23 18 21 -21 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.078400342041781132 -0.25000607988997003 -0.13979246121427533 0.23514250987458918 -0.25688451977545362 0.14670305859828717 0.019948966184004754 -0.080001614598843945 -0.025688823547419193 0.028803202545629743 0.074774633611683891 -0.15303676703672006 0.17303827311076739 0.0011902277750824722 0.40839831327102982 0.04216612445703008 0.058344334515734168 -0.33732401441213483 -0.012902228782993097 -0.050378986629696101 -0.35615832589663643 -0.16566411880302132 -0.068107179262834092 0.15392765203519582 -0.065680338547795161 -0.033981580418110051 -0.010165892412110789 0.017479250192291754 -0.063255801629016423 -0.11071089354661257 0.18116140685124041
leaf_weight=4.9809841313108327 0.82609941379633056 2.2003256168682146 3.4675320109818193 0.8268772490555415 1.8857160958577877 1.5993786144827025 1.9833504972048093 2.0921972710348204 4.041072392516071 9.3478325190371816 1.5855568729457443 1.6051692589244337 1047.9339371995593 0.88366648176452089 6.2859893619024687 1.6240465317387194 0.96490077854832579 1.3684186669997851 1.7195326421060597 0.61660268763080228 5.2128337979083863 2.1089089827728458 3.9791193340788595 1.1902699194324666 3.2848630415392108 253.65061077100108 87.962445449782535 13.964375326788284 0.87253785273060236 1.2443226336035875
leaf_count=252 19 42 26 50 47 61 36 39 60 149 48 13 20782 19 127 44 17 47 32 23 77 38 69 32 33 5002 1504 366 48 26
internal_value=0 0.00193692 0.0405411 0.0668748 -0.0161852 -0.0743969 0.0854064 0.145065 0.0200187 0.0476834 -0.0224384 0.0605863 0.000813712 -0.00648674 -0.0370307 -0.0308259 -0.051616 -0.0369321 0.0148043 -0.119527 -0.086986 0.0489572 0.0922794 -0.187299 -0.114761 -0.00400104 0.0109018 0.00641823 0.163209 0.0608561
internal_weight=0 1083.55 30.635 20.9223 9.71267 2.42626 18.4961 7.1649 7.51235 11.3312 5.62663 3.69737 1052.91 387.76 29.1816 28.3555 22.0695 19.9143 9.79258 1.98502 10.1217 7.80756 5.69865 2.15517 8.4977 358.578 104.927 101.927 3.00053 2.11686
internal_count=29128 21605 571 374 197 111 263 78 155 185 108 52 21034 7523 558 539 412 363 209 70 154 139 101 49 110 6965 1963 1870 93 74
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=0 0 3 8 1 2 8 8 10 6 4 4 6 5 2 2 3 10 1 2 3 8 1 6 5 13 1 0 4 5
split_gain=1.95109 4.88922 3.93557 4.89505 4.95919 4.22726 3.77551 5.24909 4.85191 4.87035 4.13336 5.0255 8.11177 6.94089 3.81254 4.27449 8.33541 5.30159 6.42874 4.71213 4.56026 4.45501 4.26262 3.78721 3.78291 4.06038 6.83864 3.88681 3.69186 3.90803
threshold=93.761161804199233 89.952209472656264 0.47591271996498113 0.17932128906250003 70.727912902832045 1.435324549674988 2.9593937397003178 2.9887911081314091 2.683480169395017 18.832860946655277 0.14212036132812503 0.10200834274291994 76.51062393188478 274.92658996582037 2.8857911825180058 1.7790423035621645 0.68692016601562511 0.80175501012860639 92.955650329589858 1.7506846189498904 1.0439364314079287 0.59885406494140636 83.216289520263686 88.816886901855483 78.79190826416017 1.0863710959726058 72.160968780517592 91.578086853027358 1.6096489429473879 254.93717956542972
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 10 -10 11 13 -13 -5 15 19 -17 18 20 22 -18 -19 -12 -21 25 -23 -27 -28 29 -22
right_child=-2 2 3 6 -6 -7 7 -9 9 -11 14 12 -14 -15 -16 16 17 21 -20 23 28 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0031783169804527364 -0.0062498732091468539 0.084998846904041234 -0.073637022072869013 0.016482498871905442 0.10029151194113786 0.014138420900602836 0.12960080230265777 0.01955883890538011 0.043298572670562377 -0.0825966735283718 -0.10187438038212092 -0.24941226819441323 -0.029684546097042904 -0.16038037961746524 0.10628377770156759 -0.11751125704560472 0.087445735582783068 0.085749250538646127 -0.14330286503345058 0.14563839254529931 -0.029134255804679012 0.052168426806722928 0.01925089898500117 0.021995774994770741 0.01834378906744261 -0.1645632831777013 -0.080964216426059707 0.066574259645980682 -0.095598344927810719 0.049622432206298549
leaf_weight=679.54010323854163 397.11635213207046 14.164192105410619 1.9691036343574513 18.088719332823537 9.7888936863746476 20.755132732912898 5.3862811010330942 22.20493047311902 4.1139068547636297 12.142934173345564 2.9881688244640818 2.4663250073790541 5.2707532001659274 2.52917213179171 3.9784882776439181 6.1431664526462546 4.0445088706910601 8.2061789706349355 4.1928168982267371 5.2971011474728567 28.303427392616868 3.8813878819346419 104.90136075043119 4.6537838280200958 71.588856203481555 4.3745337203145009 3.5051445141434669 3.6397674903273582 6.1110066771507254 8.1048373579978925
leaf_count=9660 15903 439 13 188 98 187 38 132 20 63 16 14 64 18 27 35 21 44 23 36 155 20 1180 31 565 23 20 21 33 41
internal_value=0 0.00195538 0.0108367 0.00771002 0.0711638 0.0428813 0.00555443 0.0410409 0.00248053 -0.050738 0.00534277 -0.0310025 -0.0997265 -0.00521306 0.00910514 0.00767286 -0.0034036 0.00139922 -0.024702 0.0219691 -0.0140226 0.0153159 0.0158961 0.0878138 0.00867152 -0.0362888 -0.0660938 -0.00580503 -0.0236744 -0.0116022
internal_weight=0 1072.33 392.795 357.876 11.758 34.9193 346.118 27.5912 318.526 16.2568 302.27 28.355 7.73708 20.6179 273.915 269.936 152.096 145.952 50.7566 117.84 46.5638 95.1959 107.89 9.95088 86.9897 15.4008 11.5194 7.14491 42.5193 36.4083
internal_count=29128 13225 3565 2939 111 626 2828 170 2658 83 2575 284 78 206 2291 2264 1001 966 273 1263 250 693 1196 67 649 84 64 41 229 196
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=7 12 6 6 5 7 7 8 13 1 1 7 2 12 4 4 2 9 5 11 12 7 12 10 8 13 12 3 9 13
split_gain=1.88428 6.3771 3.89537 6.11688 4.29062 3.7188 4.91745 4.89993 5.72575 7.97097 6.2257 5.54851 5.38732 5.35292 4.92201 8.24072 7.91054 7.4991 6.04355 5.77718 5.47031 16.9488 9.84156 13.203 10.9272 4.76425 4.75349 4.67574 4.5953 4.89506
threshold=1.2190983891487124 3.1181983947753911 61.029716491699226 46.523229598999031 28.876962661743168 2.1022710800170903 2.1349309682846074 1.9550082087516787 2.7052675803476061 80.119918823242202 151.70915222167972 1.6591113805770876 1.2482844591140749 2.9213078657733367 0.87250709533691417 0.41658592224121099 2.0452194213867192 1.909202575683594 252.58122253417972 3.1285317560010637 1.0934816916757308 2.0473765134811406 0.94387817382812511 0.68101180238055981 1.2991854548454287 0.25892257690429693 0.84513854980468761 1.6417681574821474 0.094940185546875014 2.7923304160409654
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 14 -10 -11 12 13 -12 15 16 17 25 19 20 21 22 -16 -24 -25 -2 -18 -22 -9 -30
right_child=5 -3 4 -5 -6 6 -8 28 9 10 11 -13 -14 -15 18 -17 26 -19 -20 -21 27 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.13231454408342549 0.18842903014683487 -0.13469374723614638 0.047358945807228783 -0.1042026140344325 -0.0079493067079734227 -0.052861033471853593 -0.0016178451339317935 -0.034959144614441127 -0.072515518419656574 0.010062615906061315 0.10038558469958854 -0.14071937060852732 -0.13092928685582736 -0.18845423496781868 -0.026543421091094685 0.047335189693938795 -0.13605618272830519 -0.1935625004054056 0.13853886721450112 0.12194040294580613 -0.0045136583150440683 0.50088342512081219 0.64907651490123686 -0.1709876361297421 0.31304560250069585 0.017686786599443362 -0.017581244443717153 -0.064142245388262326 0.047876347071047071 0.17136591910108179
leaf_weight=1.2730641682283002 1.6797393937595178 3.9624366772477506 15.214658391603733 7.7508373877499253 179.56364134582691 19.183632641215809 786.69677169252827 5.1064618552627534 19.279234392073704 72.197624366148375 3.9882066247519088 5.564213766134344 2.3594103998329956 0.76463066041469563 7.8666937472007668 81.056356181419687 5.7566831650328814 1.6520539706107218 3.1000184123258796 3.6485013589262953 129.56918679914088 0.81640391991823058 0.52326630082097869 0.89672152750426881 0.97190851045888849 60.316439781920053 8.2254856511135568 14.635914808022788 17.411882201180564 3.9354632841714183
leaf_count=35 14 60 231 145 3554 345 17052 78 336 987 119 81 48 19 407 1338 123 18 102 74 1845 27 32 29 34 850 211 602 277 55
internal_value=0 -0.00904766 -0.00660478 -0.0708355 -0.00362903 0.00123245 -0.00283767 0.00850004 0.00590007 -0.0144709 -0.00128604 -0.0659212 -0.00740348 0.0539174 0.0125156 0.0250337 0.00174794 0.0167097 0.00025575 -0.00244156 -0.00536407 0.0623637 0.0274652 0.205094 0.0807669 0.0223129 -0.0663593 -0.0105656 0.0502576 0.0706421
internal_weight=0 207.765 203.802 9.0239 194.778 1257.2 805.88 451.323 424.869 104.153 84.8741 12.6765 7.11225 4.75284 320.715 158.687 77.6304 63.6482 162.029 158.929 155.28 11.075 10.2586 2.3919 1.86863 61.9962 13.9822 144.205 26.4538 21.3473
internal_count=29128 4025 3965 180 3785 25103 17397 7706 7296 1590 1254 267 186 138 5706 2554 1216 882 3152 3050 2976 529 502 95 63 864 334 2447 410 332
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 2 5 5 12 12 12 3 8 12 13 2 3 11 5 12 6 7 13 12 6 1 12 12 13 13 2 6 9 2
split_gain=1.87832 3.09085 3.43924 2.99086 3.16001 3.81853 6.38826 8.51129 5.07017 5.67798 4.8689 5.46189 6.27618 7.46645 14.7427 12.5522 6.40641 6.22672 5.62408 4.83634 4.50487 6.04382 5.57366 7.62656 4.42843 5.96522 6.81847 9.57279 8.22682 4.95931
threshold=79.591171264648452 0.78081020712852489 1018.3074340820314 383.03025817871099 0.69755554199218761 2.3472576141357426 2.3081881125741686 1.0240783691406252 1.6901931762695315 2.2787170410156254 2.3218294699960436 1.5857945084571841 0.63490167260169994 2.4421027302742009 180.13919067382815 1.0934816916757308 83.21747207641603 2.1632504463195805 3.0717684348397936 1.5846328735351565 101.58805084228517 74.060199737548842 2.7384554465585436 2.8312098105722154 1.9240245819091799 1.8898620605468752 1.2701599001884463 82.622180938720717 0.85315704345703136 1.9855852127075198
decision_type=2 2 2 2 2 2 2 2 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 -1 6 8 -8 -6 10 24 12 -12 14 17 -16 19 -14 -13 -15 21 22 -7 -24 25 26 27 -10 -29 -26
right_child=1 -3 -4 -5 5 20 7 -9 9 -11 11 18 13 16 15 -17 -18 -19 -20 -21 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.084365577191521768 0.07126671728843248 0.00069803940301656328 -0.10821383684678552 -0.062508922928259755 -0.022774206421969981 -0.05770460500964443 0.24072032229566542 -0.057457046574507113 -0.010922078070601785 0.23892654232831056 -0.070165235970127804 -0.050549800098850163 0.34110025493559415 0.080043094019489169 0.24269012601898707 1.1575000968241402 0.011908050488895736 -0.10253899053064364 0.190203433864784 0.33158040232090796 0.0026755993931086349 -0.067219616075667121 0.22308499632463349 0.0052825900565993296 -0.10263096762119002 0.28159727334539425 -0.025845933674050831 0.058938402245934142 0.5610892968769805 0.14973264305320652
leaf_weight=5.0678482899675137 10.333354665897783 1262.8628414331324 1.1906663626432425 10.076950113056226 35.737317063380033 6.2586278524249774 2.6365058142691842 1.5030366710852829 1.7999761359533342 1.2428834103047837 1.6993153714574898 5.5669120375532648 0.64566293684765497 1.5669023022055628 0.2845295350998639 0.3172007417306304 4.1383496199268848 0.62033666553907096 1.1751256200950591 1.4924472607672212 48.678614677861333 29.572572824545205 2.2746058837510645 5.4832982651423663 6.4450015053153029 0.83592256694100875 12.424182160058988 0.5767251676879821 0.75125061883591115 0.88570899516344059
leaf_count=377 544 22939 10 418 1005 187 59 44 97 29 83 163 21 54 21 20 87 47 14 21 901 885 55 165 262 21 537 16 30 16
internal_value=0 0.00116849 0.0527227 -0.00949568 -0.00652256 -0.0042633 0.0113903 0.132454 0.00498224 0.0283394 0.0219905 0.0619919 0.106196 0.139255 0.317412 0.72493 0.093025 0.123718 -0.00858692 0.202751 -0.0182335 -0.0415841 0.0125027 0.0691419 -0.00753445 0.0213649 0.0073775 0.139341 0.343011 -0.07214
internal_weight=0 1274.39 11.524 189.758 179.681 174.613 82.3453 4.13954 78.2057 42.4684 41.2255 17.5068 10.7647 9.06543 1.86773 0.60173 7.1977 1.266 6.74204 3.05935 92.2677 43.5891 14.0165 7.7579 23.7188 16.3881 15.5521 3.12795 1.32798 7.33071
internal_count=29128 23493 554 5635 5217 4840 2647 103 2544 1539 1510 531 354 271 109 41 162 68 177 75 2193 1292 407 220 979 701 680 143 46 278
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=0 0 11 7 13 4 4 12 3 3 6 12 11 11 4 2 4 6 11 1 8 10 8 13 2 10 1 9 9 3
split_gain=1.83106 1.83845 4.27836 4.88984 3.94184 3.87909 11.662 6.00844 4.30771 5.16319 5.54036 2.93795 3.07784 5.12644 4.52216 2.62811 4.2405 2.90212 3.82252 2.70098 6.78316 5.34586 2.36687 2.26563 3.2032 2.217 2.75289 2.19091 11.3887 2.36436
threshold=182.68744659423831 66.562244415283217 2.9033193310075487 4.3276090621948251 0.2353925704956055 0.79811859130859386 0.84196662902832042 3.0778503417968754 0.37329101562500006 0.49224090576171881 89.430187225341811 2.2894808371835436 3.0931174496756957 3.0340427031093324 0.24736785888671878 0.78081020712852489 0.73240661621093761 512.09231567382824 2.5617879964411263 252.79615783691409 1.4073397517204287 0.92778617557518672 2.0686645507812504 3.0795300642596648 1.5707606673240664 0.84604865131565943 136.77429962158206 1.3555603027343752 1.3351440429687502 0.030815124511718753
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 11 -8 -10 22 -6 13 14 -13 16 17 18 -3 -17 21 -21 -11 27 -25 -15 -27 28 29 -1
right_child=-2 15 4 -5 5 6 8 -9 9 10 -12 12 -14 25 -16 19 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.23026953145564755 -0.06175454955099248 -0.078888267734605708 0.18611738935286112 0.24683025123536431 -0.098523418460710846 0.37251701897810197 -0.078576062711358544 0.19872376878296494 0.21716330853757926 0.011462065692899761 -0.10928790458109149 0.10233985235739185 -0.11266876632610648 0.22233892796977375 -0.11758227297766084 0.00052803959716130652 -0.22716276466085714 -0.094225695578339874 0.084549572102241524 -0.17210092160423276 -0.18230540589868693 0.11148907213765809 0.18452173404790267 -0.034933333895747841 0.27991666726301689 -0.050960748654480387 0.14766535737772377 -0.10214073174395169 0.5824044985948913 -0.052951865543603087
leaf_weight=0.29945575282910653 4.8230927231488741 1.6237605027854396 1.2065583160147095 0.56421927874907751 5.9617687608115473 1.0062116384506214 3.2879771548323315 1.103579893708228 1.6125007937662301 1.585905362851918 2.1883250493556261 1.3090185020118932 2.3375721154734483 1.0901602469384672 3.2722894875332713 1376.3690123624983 0.56539935711771327 1.2466818499378867 12.055499523179604 0.92892623599618618 2.7510080587817356 2.3370444620959461 1.5752575090155003 0.95481285732239374 0.48842246923595667 1.3172346134670081 1.4837733022868631 7.6874074348015702 0.29046970908529957 18.777319178218022
leaf_count=21 4446 18 17 30 168 21 98 12 25 32 59 25 42 22 74 20849 15 23 540 20 38 74 34 50 9 32 12 858 21 1443
internal_value=0 -3.73893e-05 -0.0172678 -0.0446883 0.00899941 0.00166362 0.0476485 -0.0272932 0.0157571 0.0603083 0.0130273 -0.042165 -0.0110832 0.0169444 -0.0547439 0.000694785 0.0416545 0.0518374 0.0651491 0.00023578 -0.0666178 0.0308288 0.0977004 -0.05046 0.0716188 0.101347 0.0542571 -0.0569723 -0.0390436 -0.048506
internal_weight=0 1457.28 59.4002 29.0621 30.3381 29.1316 11.2562 17.8754 10.25 6.96199 5.34949 16.7718 10.81 8.47248 4.58131 1397.88 15.4913 14.9259 13.6793 1382.39 6.01698 3.26597 3.16116 28.4979 1.44324 3.89117 2.80101 27.0547 19.3672 19.0768
internal_count=29128 24682 3105 2432 673 656 269 387 248 150 125 375 207 165 99 21577 596 581 558 20981 132 94 66 2402 59 66 44 2343 1485 1464
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
dilep_m=434
ZH_deltaPhi=283
ZH_pt_ratio=253
dilep_deltaR=251
dijet_m=251
dilep_pt=148
dijet_deltaEta=139
dijet_pt=132
deltaPhi_l2_j1=126
dilep_deltaEta=125
dijet_deltaPhi=112
dijet_deltaR=110
deltaPhi_l2_j2=110
dilep_deltaPhi=106

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[seed: 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: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 2]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]