tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=34 objective=binary sigmoid:1 feature_names=price_cents delta_cents iy cri cvr price_cents_mean_s price_cents_std_s price_cents_mean_m price_cents_std_m price_cents_mean_l price_cents_std_l delta_cents_mean_s delta_cents_std_s delta_cents_mean_m delta_cents_std_m delta_cents_mean_l delta_cents_std_l iy_mean_s iy_std_s iy_mean_m iy_std_m iy_mean_l iy_std_l cri_mean_s cri_std_s cri_mean_m cri_std_m cri_mean_l cri_std_l cvr_mean_s cvr_std_s cvr_mean_m cvr_std_m cvr_mean_l cvr_std_l feature_infos=[0:100] [-98:98] [100.90900421142578:100000] [1:99] none [0.3333333432674408:99.666664123535156] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [0.5:99.599998474121094] [0:69.296463012695312] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [-95:98] [0:134.35029602050781] [109.15993499755859:100000] [0:68838.3046875] [104.55049133300781:100000] [0:68838.3046875] [92.192184448242188:100000] [0:68838.3046875] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] [1:99] [0:69.027053833007812] none none none none none none tree_sizes=3387 3433 3440 3424 3434 3422 3447 3442 3442 3440 3433 3421 3442 3441 3440 3436 3431 3430 3436 3449 3425 3458 3449 3450 3430 3442 3450 3452 3442 3463 3455 3440 3432 3453 3460 3449 3444 3452 3467 3456 3465 3447 3467 3465 3445 3448 3456 3458 3435 3445 3448 3440 3442 3437 3447 3450 3458 3446 3463 3454 3457 3451 3445 3450 3442 3450 3437 3449 3437 3449 3448 3464 3472 3452 3450 3461 3443 3460 3445 3466 3439 3448 3447 3466 3444 3455 3471 3453 3438 3462 3430 3429 3453 3429 3444 3439 3442 3445 3429 3441 3442 3451 3471 3451 3455 3455 3448 3460 3456 3437 3462 3459 3444 3421 3453 3463 3456 3465 3456 3454 3462 3447 3453 3446 3450 3447 3475 3483 3471 3440 3473 3462 3459 3454 3456 3449 3451 3439 3448 3445 3429 3432 3432 3452 3438 3442 3435 3422 3446 3446 3450 3454 3447 3419 3451 3445 3444 Tree=0 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 23 17 13 13 11 16 5 17 14 0 17 15 24 16 22 22 9 28 13 21 22 23 22 9 split_gain=2151.87 365.226 209.963 86.1089 70.0079 42.1919 34.5553 28.895 22.2499 20.5996 20.3603 20.2331 20.7074 18.4359 17.6292 19.809 16.516 15.0489 14.3516 11.6086 11.5921 11.4134 11.2646 11.1235 10.2536 9.70056 14.0309 9.52912 9.38037 9.32198 threshold=48.500000000000007 12.833333492279055 70.500000000000014 33.500000000000007 396.52758789062506 1.5465368032455447 5.2581665515899667 5128.4233398437509 -1.0000000180025095e-35 6.6833331584930429 -8.4999999999999982 8.4870662689209002 25.833333015441898 3268.6691894531255 3.4619132280349736 52.500000000000007 16939.256835937504 0.98958334326744091 0.043404962867498405 11.222842693328859 19872.702148437504 20124.336914062504 42.177083969116218 0.642877757549286 10.062500000000002 63960.000000000007 3989.7866210937505 3.9214999675750737 647.15951538085949 56.973455429077156 decision_type=2 2 2 2 2 2 2 2 2 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 14 5 8 11 -4 13 -1 -9 -6 21 -13 -5 18 -16 -7 19 23 20 -12 28 -8 29 27 26 -17 -18 -3 -2 right_child=2 3 6 7 10 16 22 9 -10 -11 17 12 -14 -15 15 25 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.28748067037089098 -0.24149293785821588 -0.26339963660087812 -0.1923690132106545 -0.22883584732682419 -0.22369803070902258 -0.25216769245448134 -0.20179014973761006 -0.23005114355179626 -0.27271901943750815 -0.20887148500109692 -0.26576175861125484 -0.25316646810103294 -0.21812743704321469 -0.24966697357289144 -0.22381898519333679 -0.19275567444900382 -0.23172226115704983 -0.25800679614064809 -0.21214410913254994 -0.24783295395412477 -0.28062798134322209 -0.26850184796421145 -0.17235362663941545 -0.20395389106811992 -0.22503445917786691 -0.17975415250320681 -0.21274409022331631 -0.24845912386523655 -0.25199957695361697 -0.21404100485277153 leaf_weight=150.84982001781464 42.888674318790436 87.50275507569313 144.44116753339767 62.361118406057358 12.324331700801848 68.030310988426208 12.324331700801848 173.77307698130608 235.14824885129929 54.227059483528137 160.95577201247215 37.219481736421585 25.634609937667847 98.841140240430832 39.684348076581955 62.361118406057358 62.361118406057358 287.15692862868309 140.00440812110901 23.169743597507477 66.797877818346024 66.797877818346024 230.95797607302666 13.310278236865996 62.854091674089432 18.732984185218811 64.086524844169617 60.142738699913025 252.15582659840584 15.035684674978254 leaf_count=612 174 355 586 253 50 276 50 705 954 220 653 151 104 401 161 253 253 1165 568 94 271 271 937 54 255 76 260 244 1023 61 internal_value=-0.238712 -0.254889 -0.196439 -0.243263 -0.268693 -0.24939 -0.180746 -0.231887 -0.278488 -0.225014 -0.261823 -0.254716 -0.238876 -0.241608 -0.211801 -0.205036 -0.239525 -0.262697 -0.217722 -0.268064 -0.270122 -0.257166 -0.173845 -0.228684 -0.234885 -0.199901 -0.202886 -0.239939 -0.254936 -0.234367 internal_weight=2832.13 2048.3 783.827 1111.9 936.403 722.699 387.723 389.202 385.998 228 550.405 469.311 62.8541 161.202 396.104 184.865 253.388 538.08 211.239 250.923 227.754 406.456 243.282 71.2346 185.358 145.181 126.448 122.504 339.659 57.9244 internal_count=11490 8310 3180 4511 3799 2932 1573 1579 1566 925 2233 1904 255 654 1607 750 1028 2183 857 1018 924 1649 987 289 752 589 513 497 1378 235 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 0 17 15 13 11 14 17 14 0 5 17 11 28 24 22 14 25 20 28 28 12 24 19 22 split_gain=2019.49 345.966 195.006 81.1227 66.708 39.8435 32.1718 27.1365 21.7852 19.2713 19.238 17.9898 17.3582 16.4437 18.4657 16.4123 15.563 14.4257 14.3522 13.4172 11.5734 11.2613 10.7085 10.644 12.2541 10.41 9.91084 9.65283 9.04147 12.0914 threshold=48.500000000000007 12.833333492279055 70.500000000000014 33.500000000000007 396.52758789062506 1.5465368032455447 88.500000000000014 5128.4233398437509 0.091966174542903914 6.6833331584930429 -8.4999999999999982 8.1454577445983904 3268.6691894531255 3.4619132280349736 52.500000000000007 25.833333015441898 16939.256835937504 -0.83333334326744068 2.8689359426498418 0.043404962867498405 20124.336914062504 2.3923803567886357 9.4112501144409197 469.65472412109381 0.18999530375003817 0.642877757549286 53.871601104736335 3.0996687412261967 70855.089843750015 3989.7866210937505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 5 8 11 -4 12 -1 -9 -6 20 -5 19 -15 -13 -7 -12 -10 25 23 -19 -23 -3 -25 -2 -8 -18 29 -16 right_child=2 3 6 7 10 16 26 9 18 -11 17 15 -14 14 28 -17 27 21 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.044912892519825477 0.0037305024084661131 -0.023572306259803038 0.046130888906730318 0.009087601760927903 0.014057499287226051 -0.013557632662882778 0.065081769173756493 0.0079111819513885476 -0.001305850947955067 0.028368821246911112 -0.035828850870070247 -0.012870813995967368 -0.011124214633797589 0.013940562573727644 0.043877394269251822 0.019156105740658572 0.0053148873189658562 -0.029755497209303861 -0.033250451214294603 0.025213682817877874 -0.029717934525068813 -0.0041498582291152339 -0.020932569933202697 -0.035580207387387944 -0.010219649166441648 0.033106071104659629 0.037934062887148158 -0.019228158217853453 0.058383701785002601 0.025561350699954109 leaf_weight=236.54330450296402 57.948557376861572 113.5825430303812 180.63647429645061 62.429140403866768 12.344917654991148 67.914620161056519 196.5119172334671 173.93847271800041 13.984258294105528 54.404458999633789 77.106065839529037 38.621736869215965 98.703850239515305 39.75009985268116 62.666110903024673 22.962416172027588 169.66395819187164 118.86987023055553 133.47404563426971 140.41422820091248 67.051445096731186 38.591922000050545 301.86576150357723 18.692900419235229 207.43768943846226 13.360576897859572 12.897128760814665 15.762394309043883 15.869848787784575 67.247529089450836 leaf_count=965 235 462 729 253 50 276 792 705 57 220 314 157 401 161 253 93 688 484 544 568 273 157 1228 76 843 54 52 64 64 272 internal_value=-0.000484339 -0.0162093 0.0403398 -0.00490081 -0.0296804 -0.0108556 0.0554076 0.00613331 -0.0392711 0.0127854 -0.0229694 -0.01604 -0.00329338 0.0255454 0.0320656 -0.000929179 -0.0012714 -0.0238215 -0.030221 0.0198318 -0.0183277 -0.0218058 -0.0190302 -0.0160796 -0.0123161 0.00923435 0.0634098 0.00322858 0.0370076 0.0343964 internal_weight=2831.25 2043.95 787.302 1111.17 932.78 721.69 390.046 389.476 384.002 228.343 548.779 468.349 161.133 397.257 185.534 61.5842 253.341 536.434 147.458 211.723 406.765 459.328 340.458 339.713 226.131 71.3091 209.409 185.426 145.783 129.914 internal_count=11490 8310 3180 4511 3799 2932 1573 1579 1566 925 2233 1904 654 1607 750 250 1028 2183 601 857 1654 1869 1385 1381 919 289 844 752 589 525 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 23 18 15 14 11 5 15 19 14 0 5 24 14 26 14 28 18 24 22 22 9 14 22 15 split_gain=1896.99 327.937 181.968 76.564 63.6976 34.8858 30.3314 23.1285 20.8786 17.6819 17.2658 16.9829 16.5091 15.4863 15.3735 17.2551 15.0235 14.032 20.5428 13.6558 15.0374 13.6331 12.5826 12.5555 11.1206 11.3025 10.2137 10.1328 9.91104 9.49865 threshold=48.500000000000007 12.833333492279055 70.500000000000014 32.500000000000007 396.52758789062506 1.5465368032455447 5.2581665515899667 396.52758789062506 0.091966174542903914 8.1454577445983904 -8.1666665077209455 42.833333969116218 1.6702898144721987 16765.527343750004 3.4619132280349736 52.500000000000007 21.166666984558109 7.4315552711486825 5.6114735603332528 1.003740191459656 2.1941725015640263 2.8689359426498418 1217.841979980469 0.043404962867498405 20124.336914062504 647.15951538085949 42.177083969116218 1.0492792129516604 8446.4150390625018 -0.061553031206130975 decision_type=2 2 2 2 2 2 2 2 2 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 14 5 8 9 -4 11 -1 24 -6 -5 19 -7 23 -16 -11 18 29 20 22 -10 -9 27 25 -3 -8 -2 -24 -12 right_child=2 3 6 7 10 13 26 12 21 16 17 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043865666355090725 0.026311045529704914 -0.025423604648186039 0.042672101266542257 -0.01183202181106373 0.012348390312686039 -0.015221745623823363 0.033446308598753721 0.015110979815851841 -0.0012669057352681994 -0.017101767619070771 -0.033137165111631679 0.0086642219096187707 0.018538320061526375 0.0025626390386358218 0.013501686537288679 0.035778831756647908 0.013336807702471146 -0.033047897199426898 0.0054704979896076245 -0.011493720853822179 0.021167727821496774 -0.03241053404589047 0.0044063415228625114 0.024395063628031424 -0.029418805827495603 -0.012595873572760482 0.061354428614830425 0.0015897657951632735 -0.031083739417533823 -0.020446665242867885 leaf_weight=234.94862526655197 21.246698692440987 83.031267359852791 145.72661837935448 94.194537296891212 12.607502788305281 57.970637857913971 12.430527597665785 21.721802309155464 13.981759414076803 26.76896695792675 62.82987716794014 59.28194198012352 126.81883636116982 183.73575799167156 39.809990659356117 146.25848896801472 32.086102560162544 104.20938295125961 25.258231103420258 38.976944416761398 49.589721888303757 132.83468461036682 12.839745387434961 140.76671409606934 65.547621518373489 241.96949099004269 233.51979540288448 50.128844231367111 15.792160645127295 342.13812664151192 leaf_count=965 86 339 586 383 51 236 50 88 57 109 257 240 513 745 161 589 130 426 103 158 201 544 52 568 268 985 937 203 64 1396 internal_value=-0.000471772 -0.0157614 0.0389991 -0.00475785 -0.0289153 -0.0108934 0.0535178 0.00535709 -0.0383197 -0.0158365 -0.0223522 -0.00391513 0.0107122 -0.00170275 0.0247185 0.0310126 -0.000507526 -0.0231708 -0.0207784 0.00356784 0.0094417 -0.0294446 -0.00210641 0.0191981 -0.0181465 -0.0158731 0.0599439 0.00894867 -0.0151685 -0.0224156 internal_weight=2829.02 2039.13 789.888 1110.33 928.808 691.11 391.677 419.216 381.765 449.403 547.043 153.476 265.739 241.706 398.211 186.068 58.8551 534.436 430.226 138.92 99.9434 146.816 50.3537 212.142 390.548 325.001 245.95 71.3755 28.6319 404.968 internal_count=11490 8310 3180 4511 3799 2812 1573 1699 1566 1831 2233 623 1076 981 1607 750 239 2182 1756 563 405 601 204 857 1592 1324 987 289 116 1653 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 0 17 13 0 14 14 13 13 17 24 14 5 9 22 22 24 17 22 25 25 15 12 27 25 split_gain=1783.55 298.624 185.319 66.2868 60.9435 32.963 28.541 25.4903 20.7444 17.1547 18.344 16.7175 16.2876 15.1581 14.6592 14.6439 19.7335 14.1465 12.4391 10.5981 11.0198 10.3975 10.0184 14.6609 9.78428 9.54674 9.31282 9.14222 9.1343 9.11169 threshold=47.500000000000007 12.833333492279055 70.500000000000014 32.500000000000007 396.52758789062506 1.5465368032455447 88.500000000000014 5484.3173828125009 -1.0000000180025095e-35 51.500000000000007 3.4619132280349736 8.1454577445983904 -7.8333332538604727 6.6833331584930429 16939.256835937504 7.4315552711486825 5.6114735603332528 21.166666984558109 40.806249618530281 19401.577148437504 647.15951538085949 0.043404962867498405 59796.542968750007 10946.866210937502 1.3751666545867922 1.041541635990143 0.40724815428256994 53.871601104736335 1.326249957084656 6.0241250991821298 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 5 8 11 -4 18 -1 25 21 19 -6 -9 -7 16 -14 -13 -5 20 -3 28 23 -12 -20 -2 -17 -8 -11 -25 right_child=2 3 6 7 12 14 27 13 -10 10 22 17 15 -15 -16 26 -18 -19 24 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.046195860624667941 0.030892814090115687 -0.024755666608816437 0.043068885502021197 -0.0096814625457685658 0.010984921591243011 -0.013931370324681117 0.060888976676711143 0.0070732059661759205 -0.031809478685369201 -0.0042846583336485691 0.038363022359074586 -0.016628235143532948 -0.021762724735500207 0.025358289956536662 0.0027942194804682569 -0.038457798561979901 0.00531494060439583 0.012917719415896717 -0.0011552557838612604 -0.028207353244031452 -0.012035305833195478 0.024619074091333244 0.053213799532181541 0.0079815993351983281 0.026511158873849045 0.006991371034304231 -0.018560692205013683 0.034894660007612849 0.0204056580565516 0.035224371382353278 leaf_weight=147.7942995429039 18.843935370445251 82.718160793185234 181.81719540059566 113.81831219792366 13.34015344083309 64.239656656980515 197.87700018286705 175.90264835953712 231.51107335090637 25.414648622274399 85.405200973153114 26.706302165985107 402.89938546717167 53.126605644822121 177.40131886303425 73.451549217104912 25.772281467914581 32.132526323199272 34.575937777757645 70.153577670454979 236.65581433475018 121.69450551271439 20.940516546368599 31.066619500517845 17.241066753864288 74.506558060646057 29.744448363780975 12.975399941205977 28.73006497323513 17.148620456457138 leaf_count=612 76 339 729 463 54 262 792 712 954 103 343 109 1650 214 719 302 105 130 140 288 965 490 84 125 70 301 122 52 116 69 internal_value=-0.000459585 -0.015653 0.0369309 -0.0049752 -0.0281805 -0.010584 0.0517788 0.00483095 -0.0374151 0.023172 0.0263805 -0.0153977 -0.021756 0.0113147 -0.00165224 -0.0225772 -0.0201348 -0.000492867 -0.00413433 -0.0176491 -0.0153299 0.0197531 0.0339202 0.0308966 0.00805019 0.0118162 -0.0327228 0.0592893 0.00881642 0.017671 internal_weight=2825.61 2009.19 816.42 1084.67 924.513 690.007 392.67 394.665 379.305 423.751 330.4 448.366 545.208 229.029 241.641 531.868 428.672 58.8388 165.635 389.528 319.374 175.839 154.561 133.62 51.817 93.3505 103.196 210.852 54.1447 48.2152 internal_count=11490 8210 3280 4411 3799 2812 1573 1599 1566 1707 1330 1831 2233 926 981 2179 1755 239 673 1592 1304 709 621 537 210 377 424 844 219 194 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 23 17 13 2 11 0 14 14 2 5 11 1 23 7 14 22 22 2 2 24 9 7 13 9 split_gain=1678.1 283.429 174.342 62.4774 58.3997 31.1517 27.3526 23.9761 20.0238 19.769 16.4121 16.0908 17.2129 15.8075 13.9871 13.322 13.3163 13.1141 13.0119 11.5636 10.3777 10.0856 10.1906 9.74648 11.5884 9.74512 9.45861 9.41999 9.23622 8.61496 threshold=47.500000000000007 12.833333492279055 70.500000000000014 32.500000000000007 396.52758789062506 1.5465368032455447 5.2581665515899667 15977.560546875002 -1.0000000180025095e-35 19927.473632812504 -8.4999999999999982 51.500000000000007 3.4619132280349736 8.1454577445983904 7747.1318359375009 21.166666984558109 -0.83333334326744068 1.5000000000000002 4.0041666030883798 40.041666030883796 2.3923803567886357 20124.336914062504 647.15951538085949 75237.535156250015 19768.931640625004 0.043404962867498405 42.177083969116218 40.541666030883796 11.583333492279055 43.107639312744148 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 11 5 8 13 -4 17 -1 -9 -6 28 25 21 -7 -15 -12 19 -16 -5 -18 22 -3 24 -22 -13 -8 -14 -2 -19 right_child=2 3 6 7 10 14 26 9 -10 -11 16 12 27 15 18 -17 20 29 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.04522264739038289 0.0072187455578423994 -0.024110270169607078 0.039897025722336041 -0.013528937220521772 0.012953215994947942 -0.018720984931171691 0.030823689890961872 0.024913496869919765 -0.031033654239615342 0.004112708611769573 -0.033598411660832245 0.008545211076454182 0.017228265443492805 -0.016169004958834676 0.0091559481462950027 0.012513445195882914 -0.02771490607747621 0.0045038073248624471 -0.0059600526561171523 0.0024182248145505039 -0.025346149594184807 -0.027956334701328741 -0.011889244015377151 -0.020805037252610639 -0.0034639452900870559 0.023835766526170914 0.057622805064220364 0.036349668004085234 0.032475630557987634 0.032381899879253065 leaf_weight=146.46566039323807 77.795906379818916 82.389435395598412 146.37029632925987 87.952238738536835 12.389319807291029 36.474622383713722 12.484799057245253 73.879282116889954 230.1996585726738 92.741478711366653 76.018398940563202 54.185272797942162 28.394624799489975 26.641853645443916 100.41819594800472 32.174859389662743 117.43340185284615 51.315085247159004 104.67733423411846 76.53246958553791 30.685681462287903 64.941439211368561 241.13764208555222 231.69347423315048 75.062204197049141 121.91932812333107 234.23133315145969 126.44122318923473 15.652869522571562 12.38388881087303 leaf_count=612 314 339 586 358 50 149 50 298 954 375 314 219 114 109 407 130 484 208 425 310 126 268 985 951 308 490 937 507 63 50 internal_value=-0.000447726 -0.015227 0.0357759 -0.00483089 -0.0274732 -0.0102842 0.0501712 0.00468412 -0.036551 0.0133357 -0.0211795 0.0224423 0.0255464 -0.0149727 -0.00160326 -0.000478672 -0.021976 -0.00163334 0.00144099 -0.00610894 -0.0200337 -0.0171672 -0.0150015 -0.0173605 -0.00981367 0.019131 0.0562667 0.0328431 0.0114493 0.00992366 internal_weight=2821.08 2003.61 817.476 1083.66 919.948 688.855 393.086 394.804 376.665 166.621 543.282 424.389 330.94 447.285 241.57 58.8167 530.893 228.184 205.096 164.485 454.875 388.469 323.527 337.441 105.748 176.105 246.716 154.836 93.4488 63.699 internal_count=11490 8210 3280 4411 3799 2812 1573 1599 1566 673 2233 1707 1330 1831 981 239 2183 926 832 668 1869 1592 1324 1385 434 709 987 621 377 258 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 16 26 2 24 15 10 17 15 28 5 14 13 15 0 12 20 5 16 9 22 26 6 17 5 2 split_gain=1613.46 273.721 159.027 60.4604 55.8594 45.5543 28.0803 22.126 27.1584 18.5518 16.8864 15.9646 15.899 15.6705 15.495 15.1375 14.0554 12.5745 12.3884 11.4273 11.1191 10.8747 9.4659 9.14692 8.96922 8.50852 8.32726 9.84616 9.64653 8.21318 threshold=47.500000000000007 12.833333492279055 77.500000000000014 35.500000000000007 396.52758789062506 3.3099826574325566 0.088788088411092772 16394.458007812504 0.48735776543617254 0.091966174542903914 13.942095756530763 15066.079589843752 -9.7499999999999982 2.8689359426498418 49.833333969116218 12.217101097106935 5.4083333015441903 0.89181286096572887 88.500000000000014 2.4130063056945805 2934.080200195313 15.166666507720949 1.0339469313621523 11.548611164093019 4081.4599609375005 0.09723310545086862 11.975584030151369 3268.6691894531255 45.833333969116218 8185.6689453125009 decision_type=2 2 2 2 2 2 2 2 2 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 9 -3 15 10 25 -1 24 26 -6 -11 -8 22 -13 19 -4 20 -14 -10 -2 -22 -7 -9 27 28 -5 -16 right_child=2 3 18 11 12 7 14 8 21 13 -12 16 17 -15 29 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.040366253815828708 0.033965015984474559 -0.019110430308124093 0.04348633051560432 0.01931180017552997 0.012103489203167318 -0.0091915163514698014 0.017186906839093734 0.029162436916541672 -0.032356689399277647 0.0011828313817059677 0.014930502476674752 0.0096662498065295584 -0.032084881461375656 -0.030220048369862376 0.02753399950483371 0.040792198120664161 0.033220304112999054 -0.016746233815798022 0.056042143777906263 -0.03708674791875028 -0.020397128307986838 -0.0073594130108728673 0.0065241193221436435 0.002174465318050307 -0.023176639192202517 0.0047601299757477466 0.025227832524597597 -0.0049615025734472502 -0.0088101084837443611 0.037664884385440585 leaf_weight=235.63870792090893 12.672360301017759 252.38705258071423 104.97983223199844 35.850418820977211 13.390873730182646 107.109274700284 76.343919366598129 13.609668105840681 21.240894973278046 16.018541485071182 19.392747074365616 93.813001081347466 65.112046957015991 133.43825416266918 150.40405990183353 15.730492711067198 30.122271671891212 286.6876485645771 216.74172103404999 62.448906496167183 94.940774336457253 59.646000489592552 105.53139361739159 19.472232773900032 67.146820530295372 233.40517701208591 12.378727301955221 120.06734128296375 15.823419705033301 138.19622194766998 leaf_count=991 51 1037 420 145 54 438 307 55 87 66 79 379 270 556 603 63 121 1180 868 259 393 243 425 80 275 948 50 488 64 554 internal_value=5.35783e-05 -0.0144237 0.0354996 -0.00417354 -0.0263859 -0.00864764 0.024894 -0.00358451 0.00116402 -0.0351222 -0.0116251 0.0070669 -0.0201792 -0.0268543 0.0292058 0.0131452 0.015391 -0.0209969 0.0519451 -0.026033 -0.0221879 -0.0139237 0.009466 -0.0165556 -0.0145805 0.00610461 0.00146374 -0.000249121 0.0107004 0.0323852 internal_weight=2829.74 2009.14 820.6 1081.99 927.148 773.938 498.878 521.551 327.902 385.096 193.649 308.055 542.052 149.457 364.944 133.934 123.935 528.662 321.722 241.974 179.525 80.8869 118.204 114.413 174.256 247.015 184.12 171.741 51.6738 288.6 internal_count=11549 8258 3291 4409 3849 3162 2003 2125 1333 1613 792 1247 2236 622 1464 539 500 2182 1288 1002 743 330 476 473 713 1003 747 697 209 1157 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 16 26 2 24 15 10 15 17 28 5 11 14 23 14 5 9 16 22 22 11 26 20 15 2 17 split_gain=1519.73 259.984 150.881 56.9532 53.6728 43.086 26.3714 20.8645 25.5823 17.9296 15.9168 15.0365 14.9933 14.9183 14.5839 14.2616 14.2315 13.4081 13.2812 10.3235 9.05608 8.78988 11.1343 8.50303 8.44644 8.30937 8.23462 8.10312 7.83037 7.40397 threshold=47.500000000000007 12.833333492279055 77.500000000000014 35.500000000000007 396.52758789062506 3.3099826574325566 0.088788088411092772 16394.458007812504 0.48735776543617254 0.091966174542903914 13.942095756530763 -9.7499999999999982 15066.079589843752 2.8689359426498418 50.583333969116218 -1.0000000180025095e-35 12.217101097106935 5.2581665515899667 2.4641356468200688 15.166666507720949 56.973455429077156 11.222842693328859 19564.818359375004 4081.4599609375005 13.416666507720949 0.030415802262723449 210.9568786621094 -0.12310606241226195 2534.7653808593755 58970.740234375007 decision_type=2 2 2 2 2 2 2 2 2 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 9 -3 16 10 24 -1 23 -6 27 -11 28 -13 20 -4 -14 -10 25 22 -17 -7 -9 -2 -22 -5 -8 -16 right_child=2 3 17 12 11 7 14 8 19 13 -12 15 18 -15 29 21 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039526684261915489 0.025261401933545216 -0.018596918407807611 0.039002420445001157 0.020991621511796073 0.011727987541408001 -0.0089281896835242333 -0.0037574932026568164 0.0032287529482669789 -0.031550592088009387 0.0011471129228202805 0.014454834444729676 -0.028506255813639806 -0.00085817731594947481 -0.029500351935407079 0.029557209992524744 -0.016342991948704248 0.039538833929422465 0.053756914978868288 0.021020550460916578 -0.007145681566633943 0.04019426219943318 0.0048198933838893105 -0.031923394874487677 -0.022563699920322821 0.017355974764865757 0.00013700295126300278 0.0091681965960212428 -0.00060410591818244334 0.021361835959772629 0.043128044538743533 leaf_weight=233.45749455690384 14.142257705330847 251.58769704401493 71.234518870711327 17.254021659493446 13.404810279607771 106.96254731714725 13.17943027615547 200.14172232151031 21.131731659173965 16.021769374608994 19.429406985640526 143.70262119174004 34.644106909632683 132.60548903048038 236.19872881472111 320.17857465147972 15.742055952548979 249.8772366642952 89.434152290225029 59.588036671280861 13.944007575511934 15.348898485302923 47.391131520271301 66.905405014753342 47.041896626353264 73.006779670715332 17.190362617373466 166.87403035163879 73.212534233927727 42.727321550250053 leaf_count=991 57 1037 285 70 54 438 53 813 87 66 79 599 140 556 946 1323 63 1003 360 243 56 63 197 275 190 294 69 677 294 171 internal_value=5.11275e-05 -0.0140347 0.0344409 -0.00405253 -0.0257367 -0.00840123 0.0241243 -0.00347969 0.00112884 -0.0343414 -0.0112974 -0.0196487 0.00685127 -0.0261966 0.0283001 -0.0204473 0.012742 0.0504838 0.0149118 -0.0135347 0.00917567 -0.017423 -0.0183518 -0.0141752 0.00591733 0.00421411 0.0230637 0.00141956 0.0175298 0.0316361 internal_weight=2823.56 2003.11 820.455 1080.99 922.111 772.788 499.343 521.201 327.903 382.085 193.297 540.026 308.206 148.627 365.318 526.621 134.025 321.112 124.078 80.7198 118.283 382.919 367.57 173.868 247.184 87.149 31.1344 184.128 86.392 278.926 internal_count=11549 8258 3291 4409 3849 3162 2003 2125 1333 1613 792 2236 1247 622 1464 2182 539 1288 500 330 476 1583 1520 713 1003 351 125 747 347 1117 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=0 5 0 13 18 7 0 23 2 14 7 26 13 1 11 18 9 2 27 14 24 5 16 22 16 2 2 13 26 19 split_gain=1433.25 210.007 183.198 51.6929 51.6398 28.7059 25.4619 25.4096 22.7496 18.1642 17.9309 17.3332 16.7961 13.268 13.5874 11.4381 14.2302 10.3909 9.58475 8.90964 8.57691 8.54538 9.69303 9.56853 7.25297 12.7745 10.3564 7.22099 7.13705 7.04586 threshold=43.500000000000007 12.833333492279055 70.500000000000014 2.8452380895614628 396.52758789062506 32.348484039306648 52.500000000000007 5.2581665515899667 8185.6689453125009 7.6284456253051767 27.041666984558109 0.088788088411092772 -1.0000000180025095e-35 -20.499999999999996 -0.83333334326744068 678.05416870117199 13.274305343627931 99955.308593750015 13.785673618316652 9.2930002212524432 0.06639528647065164 13.833333492279055 1.5498082637786867 16779.038085937504 3.882880806922913 76799.957031250015 19768.931640625004 1.4226190447807314 0.034953683614730842 4735.4675292968759 decision_type=2 2 2 2 2 2 2 2 2 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 12 15 20 -4 -5 29 -10 19 -1 -6 -15 -3 -17 21 -13 -8 28 -18 -23 -24 -16 26 -26 -14 -2 -7 right_child=2 3 7 8 13 9 11 -9 10 -11 -12 18 27 14 24 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.041538375064228736 0.020742423649965605 -0.017071527804486269 0.036283168872264217 -0.010250799008049165 0.011908740760774399 -0.010698204997776463 0.0097020003994203984 0.052152664430657247 0.003721746361261425 0.022014067580618354 0.021523289358205789 0.030633174149844376 -0.030033228427995974 -0.031479991801380336 -0.023561044498916894 -0.023370309298815395 0.016282615137927031 -0.025699739187901079 0.0035885988882199656 0.036324380396713957 0.018068255252391759 -0.022382957740055651 0.0042153769106265124 -0.014523527685376309 -0.023142449751288093 -0.01920682828271909 0.0001334417473186409 -0.0094187241124552637 0.0020375970154128983 0.0021246084539201337 leaf_weight=146.72042728960514 22.830226138234138 291.8150110989809 142.38321232795715 62.726626724004745 12.112472131848333 68.80042889714241 77.611088469624519 250.67813594639301 139.16941066086292 29.882146567106247 80.31294721364975 211.09877319633961 215.75616011023521 77.137615442276001 138.3951712846756 44.106861725449562 20.234065979719162 18.480587795376778 12.491981148719786 13.244538649916647 88.992245867848396 23.011991560459137 85.951923787593842 34.315631628036499 23.107467144727707 219.85135507583618 67.34468837082386 16.459710747003555 93.746716648340225 87.761939212679863 leaf_count=631 92 1204 570 256 49 281 312 1010 564 121 323 845 913 324 578 182 83 76 50 53 358 95 351 140 96 911 278 69 378 356 internal_value=4.89007e-05 -0.0147731 0.0309478 -0.00516673 -0.0251096 -0.00951345 0.0192649 0.0464041 0.00568215 0.000580582 0.0102357 0.0246323 -0.0335925 -0.0191342 -0.0198492 -0.0131472 -0.00808229 -0.00437719 0.0291222 0.0135829 0.0110547 -0.00196728 -0.00454455 -0.00113135 -0.0178497 -0.0153025 -0.00581276 -0.0285721 0.00570072 -0.0035103 internal_weight=2816.53 1903.45 913.077 986.57 916.885 704.361 520.016 393.061 282.209 186.445 219.482 314.446 378.936 537.949 525.836 517.916 226.101 181.994 223.591 90.8556 205.569 163.514 143.28 120.268 448.699 310.304 90.4522 232.216 116.577 156.562 internal_count=11549 7881 3668 4032 3849 2889 2088 1580 1143 758 887 1260 1613 2236 2187 2131 927 745 895 365 828 669 586 491 1863 1285 374 982 470 637 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=0 5 0 18 13 7 23 5 2 26 6 15 7 15 11 18 22 15 2 5 28 8 10 17 2 14 18 16 22 20 split_gain=1351.41 199.74 174.371 49.7278 48.7217 27.1134 24.5049 24.429 21.3994 19.7977 17.5272 17.2417 16.8347 13.6871 13.1634 10.8353 13.1565 10.9625 10.6217 15.7446 10.313 9.82615 9.77623 9.15097 9.12125 8.83477 8.44929 8.08557 10.7316 7.97104 threshold=43.500000000000007 12.833333492279055 70.500000000000014 396.52758789062506 2.8452380895614628 32.348484039306648 5.2581665515899667 49.833333969116218 8185.6689453125009 0.088788088411092772 2.2153606414794926 0.31339286267757421 27.041666984558109 -9.7499999999999982 -1.0000000180025095e-35 678.05416870117199 16242.999023437502 0.22361110895872119 2534.7653808593755 41.500000000000007 4.7978205680847177 0.56253641843795787 5.792644977569581 16247.469726562502 50692.212890625007 12.217101097106935 12051.517089843752 11.222842693328859 18586.687500000004 6066.2451171875009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 11 5 15 -4 18 -6 25 -7 21 -10 -5 -15 -3 17 24 -2 -20 -13 -1 -18 -19 -17 -9 -12 28 -16 -21 right_child=2 4 6 13 8 10 -8 9 12 -11 26 20 -14 14 27 16 22 23 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020948061936023662 -0.013649646778574063 -0.01661013463134459 0.03524185898391672 0.011282023393810927 -0.009957722641052184 -0.0043748777466841296 0.050847051002697173 0.0099598495827892836 0.0036085967068059991 0.028686980764470162 0.02644993972451604 0.00042061895641938471 0.020848660047846773 -0.027196672777959386 -0.015334696304936076 -0.004509681899578049 -0.032699890330566889 -0.0096840447168154951 0.028345616619585162 0.010768247740449807 -0.026293787862831604 -0.038757414653174692 -0.010516680271370475 0.013767762209911013 -0.029820973267332938 0.035885819754221844 -0.0031381992332890928 0.0048389639506308457 -0.030261883257873878 -0.0077754031460459073 leaf_weight=31.467727810144424 15.655224069952963 290.93679118156433 142.19524043798447 13.418481171131132 62.636996418237686 144.72238378226757 249.41992524266243 96.543007791042328 139.22628857195377 223.08882510662079 29.369007289409637 15.384222015738485 80.422645434737206 142.03089766204357 314.76445999741554 54.557226821780205 25.484582126140594 21.950325757265091 41.137366771697998 104.26549930870533 84.124703451991081 244.71641378104687 59.918667361140251 47.120850265026093 16.746712997555733 13.481437548995016 12.334063932299612 15.345674887299536 50.268875509500504 26.081118062138557 leaf_count=135 63 1204 570 54 256 589 1010 388 564 893 119 64 323 599 1309 224 106 90 165 420 357 1057 246 192 69 54 50 63 211 105 internal_value=4.68563e-05 -0.0143806 0.0300602 -0.0245024 -0.00501802 -0.00924465 0.0451808 0.0186783 0.00551 0.0235508 0.000563008 -0.0328706 0.0099209 -0.018635 -0.0194035 -0.0127831 -0.00785171 -0.00220308 0.0100051 0.0121646 -0.0221637 -0.0367283 -0.0171362 0.00631495 -0.0104544 0.0131366 0.017699 -0.0164935 -0.0173903 0.00705784 internal_weight=2808.82 1896.95 911.868 911.521 985.427 703.141 391.615 520.252 282.286 333.113 186.425 375.693 219.649 535.828 522.41 516.715 225.778 140.375 187.139 171.484 99.5089 276.184 85.4032 69.0712 71.3039 110.024 41.7031 380.379 365.033 130.347 internal_count=11549 7881 3668 3849 4032 2889 1580 2088 1143 1335 758 1613 887 2236 2182 2131 927 575 753 690 421 1192 352 282 293 442 169 1583 1520 525 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=0 5 0 0 18 15 26 2 15 28 6 10 15 11 2 17 23 11 13 10 27 23 23 24 11 7 18 22 6 17 split_gain=1274.9 223.09 131.484 48.9391 47.9391 33.4236 22.1858 19.2583 16.8647 13.8896 13.8738 13.6344 12.9488 12.5909 12.3205 12.1781 11.9491 11.7136 10.7483 10.0525 11.4326 9.66481 11.3179 8.97923 8.5552 8.25987 7.45372 10.6415 8.03781 12.8444 threshold=47.500000000000007 12.833333492279055 77.500000000000014 35.500000000000007 396.52758789062506 2.1722222566604619 0.088788088411092772 8185.6689453125009 0.091966174542903914 2.8689359426498418 12.754077434539797 11.414070606231691 -9.7499999999999982 -1.0000000180025095e-35 2862.0551757812505 15066.079589843752 5.2581665515899667 -7.8333332538604727 5.4083333015441903 1.4722612500190737 1.5214999914169314 1.3086666464805605 1.1748332977294924 2.946853876113892 4.5833332538604745 51.541666030883796 363.20814514160162 17710.851562500004 1.4708693623542788 15066.079589843752 decision_type=2 2 2 2 2 2 2 2 2 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 8 11 19 -7 -1 -10 15 24 -6 -14 25 21 -4 -13 -17 -2 -21 22 -5 -9 26 -8 -3 28 29 -28 right_child=2 3 16 10 12 7 14 23 9 -11 -12 17 13 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.037298933982237034 0.01979403257463503 -0.017818961310322606 0.035853917572577325 -0.0080700425077061648 0.010934419623965913 -0.016905548721145646 0.006010754468381032 0.0073151536934960414 0.0022338357858472575 -0.027459469548388505 0.026463684468585703 0.028478948704412491 -0.026550635793559679 -0.016053875251397128 0.028144094420645391 0.007490440112583349 0.049830442266099423 -0.0053609413672359978 0.03103959893033446 -0.0058340471293105416 0.020008536896142744 -0.0059199179803446685 0.018217039543080068 -0.018487219557833053 -0.037206853753954515 0.033069687305188944 -0.020677665530925121 -0.020551395335654709 0.0017478645101809554 -0.0037190439544810923 leaf_weight=226.53114229440689 66.998881816864014 169.2600525021553 70.913596674799919 23.04333907365799 13.429525673389433 41.56746070086956 41.118380516767502 181.56056942045689 15.915216624736784 129.89117881655693 28.127386078238487 12.325999721884726 141.13586777448654 379.09532763063908 310.79164400696754 84.383308053016663 246.13796953856945 36.371086820960045 21.988938197493553 43.251831367611885 23.931831806898117 109.9875862300396 40.913593381643295 13.008088767528532 13.266998767852781 13.481993794441221 66.903875589370728 66.505457311868668 67.87592051923275 100.68834739923477 leaf_count=991 269 704 285 93 54 171 165 734 66 556 113 50 599 1583 1245 340 1003 149 88 174 96 448 165 53 55 54 277 277 279 413 internal_value=4.49629e-05 -0.0129422 0.0315938 -0.0037183 -0.023915 -0.00776606 0.022004 0.00163016 -0.0321766 -0.0242184 0.0063778 -0.0119273 -0.0181508 -0.0189016 0.0258351 0.00436236 0.0467044 0.00320447 0.0123584 0.0115714 0.00337147 -0.000527488 0.00874595 0.00559011 -0.0134482 0.0126922 -0.0127794 -0.00995459 -0.00696163 -0.010489 internal_weight=2800.4 1983.78 816.626 1077.78 905.998 769.334 499.575 236.136 372.338 145.806 308.444 533.198 533.661 520.231 365.392 280.317 317.052 48.6971 106.372 134.183 67.1837 173.945 63.9569 194.569 484.501 54.6004 471.234 301.974 235.468 167.592 internal_count=11549 8258 3291 4409 3849 3162 2003 958 1613 622 1247 2204 2236 2182 1464 1134 1288 199 428 539 270 706 258 787 2005 219 1950 1246 969 690 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 24 14 13 16 18 15 15 19 11 7 19 7 5 5 7 12 28 14 2 23 9 16 11 17 split_gain=1199.49 258.569 88.9291 58.5969 47.9786 32.8113 18.5434 17.6586 16.4259 14.9087 13.5696 13.0291 14.2586 13.0193 12.819 11.8663 11.5224 14.1011 10.9084 10.7364 12.3482 10.6976 10.0717 9.86768 9.26225 9.21744 8.97096 8.67895 8.52719 8.47154 threshold=52.500000000000007 12.833333492279055 82.500000000000014 31.683333396911625 396.52758789062506 0.78647416830062877 0.098151575773954405 2.1941725015640263 0.42261904478073126 11.82525157928467 78.350475311279311 -9.7499999999999982 0.98958334326744091 3198.125854492188 0.83333334326744091 13.267857074737551 35478.787109375007 13.267857074737551 49.833333969116218 39.416666030883796 40.041666030883796 2.7370891571044926 7.8618433475494394 7.6284456253051767 15595.564941406252 1.1590000391006472 1.6711711287498476 24.31673622131348 0.58333334326744091 15455.573730468752 decision_type=2 2 2 2 2 2 2 2 2 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 8 9 27 13 26 -3 -9 -6 15 25 -15 21 -7 -18 19 23 -21 -13 -10 29 -8 -5 -1 -2 -22 -12 right_child=2 3 -4 7 11 16 24 10 22 -11 18 12 -14 14 -16 -17 17 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.024188694471866393 0.016643921083423406 -0.015587440057080553 0.047768937869500781 0.0025107021024789095 0.011819888723090428 -0.006599394472107843 0.026283834717738944 -0.013049919208060839 -0.00059038908771162147 0.0071791630552812732 -0.0044089840317948535 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44.941141054034233 leaf_count=240 683 1368 1095 103 53 712 586 80 80 115 108 741 1158 448 75 74 118 660 107 120 144 207 255 234 412 61 1020 63 190 181 internal_value=0.00023985 -0.0112238 0.0341469 -0.00199972 -0.0233788 -0.00732179 0.0257741 0.00639742 -0.0317544 -0.0137941 0.010909 -0.0176218 -0.0183722 -0.00129772 -0.00598368 -0.0237158 -0.001005 0.00406611 0.0126753 0.0106673 0.00389629 -0.0255878 -0.0195781 0.016563 0.0311352 0.0134813 -0.0350826 0.0186113 0.00983899 0.00908717 internal_weight=2777.32 2075.58 701.736 1180.06 895.518 722.283 434.606 457.78 364.797 356.749 288.586 530.721 517.529 169.194 128.463 240.538 365.534 191.734 268.772 242.054 112.663 222.942 78.3068 129.391 248.563 40.7315 286.49 186.043 82.9618 71.3183 internal_count=11491 8652 2839 4824 3828 2973 1744 1851 1595 1483 1164 2233 2180 687 523 1022 1490 778 1084 977 454 948 335 523 998 164 1260 746 334 289 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=0 23 0 18 9 15 8 24 13 16 24 11 15 16 18 7 21 7 7 17 9 0 2 2 2 16 2 17 6 23 split_gain=1132.89 240.61 85.9178 56.9693 47.835 27.0743 23.3111 17.5889 15.6766 15.648 14.9101 13.0285 11.9774 11.1749 11.1607 11.6331 9.7512 10.1352 9.6416 9.18016 10.0129 8.82769 9.84435 10.485 8.801 8.21626 7.86142 7.71901 10.9062 7.60607 threshold=52.500000000000007 6.7014999389648446 82.500000000000014 396.52758789062506 31.389277458190922 0.80217391252517711 20.622049331665043 0.098151575773954405 -1.0000000180025095e-35 3.8261053562164311 49.800859451293952 -9.1666665077209455 0.98958334326744091 8.7094564437866229 4321.4455566406259 49.041666030883796 33611.931640625007 12.958333492279055 13.522727489471437 15977.560546875002 39.010416030883796 39.500000000000007 4736.3176269531259 19226.919921875004 15595.564941406252 24.31673622131348 65545.832031250015 15195.455078125002 3.5705425739288335 1.3454999923706057 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 13 10 25 -3 21 11 -5 18 -1 15 19 -7 -18 -13 29 -21 22 -6 -24 27 -2 -14 28 -9 -11 right_child=2 3 -4 6 9 16 -8 24 -10 14 -12 12 26 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.014437354927029369 0.016144937061047322 -0.038920881625869687 0.046708430877300165 0.011195782931487238 -0.027825577729524997 -0.0060096048693272716 0.02098865420498338 0.02268304547572627 -0.026246379326339556 0.010513824267452289 -0.044509696426227416 -0.023840988686876573 -0.0045183538484618513 0.0042946956569681408 0.029427016113680482 0.028289820130491108 -0.020592008131083799 0.0061607958941996763 -0.0037253391296002128 0.020091571536717461 -0.0087148564123422888 0.004340581076628657 0.014763082852611388 -0.014862110938219767 0.037009995718401439 0.038848004393095624 -0.01578472001847021 0.0043170241359618286 0.042388839744602023 -0.0036235133115977087 leaf_weight=296.29689647257328 170.33532321453094 143.4522942006588 265.03073631227016 15.149140074849127 18.965441226959229 158.52938492596149 14.837652131915091 97.818790256977081 226.50212217867374 57.44355383515358 17.318685755133629 222.29111777245998 74.594857007265091 31.732280969619751 26.106111988425255 24.703458026051521 13.78051635622978 169.58109790086746 23.734602406620979 61.998032331466675 13.166081830859182 109.57146452367306 19.06412747502327 24.659807562828064 102.22135274112225 15.666033640503882 220.53998935222626 13.96076664328575 34.084873124957085 84.830401793122292 leaf_count=1237 683 644 1095 61 78 650 60 393 987 231 73 950 310 130 105 99 57 687 99 249 53 442 78 101 412 63 925 56 137 346 internal_value=0.000232988 -0.010924 0.033249 -0.0219363 -0.00141909 -0.0064682 -0.016137 0.0250313 -0.031161 0.00625953 -0.0170973 -0.0162439 -0.0170121 -0.0126253 0.0107906 0.00878132 -0.000560743 0.00415019 -0.0219004 0.00656493 0.0150457 -0.000796304 -0.0097748 -0.00194519 0.0302602 0.0180571 -0.0129372 0.02553 0.0277752 0.00208448 internal_weight=2767.97 2068.85 699.118 958.42 1110.43 669.92 588.466 434.087 369.954 440.508 573.628 556.31 541.161 328.029 268.248 242.142 341.891 183.362 246.026 217.438 75.1641 172.261 62.6894 43.7239 248.086 186.001 295.135 145.864 131.904 142.274 internal_count=11491 8652 2839 4109 4543 2761 2478 1744 1631 1782 2418 2345 2284 1367 1083 978 1394 744 1049 879 302 699 257 179 998 746 1235 586 530 577 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=0 5 0 5 18 13 24 13 15 17 23 16 15 15 1 18 6 5 5 16 5 18 8 9 17 22 26 9 16 2 split_gain=1070.47 233.528 83.3145 51.5308 44.7654 23.9434 18.2947 15.8853 14.3191 15.5568 12.08 16.3184 11.6964 13.073 10.6456 10.2581 11.5589 10.583 13.6371 11.7876 9.06622 12.7513 8.87928 8.67463 8.54941 8.19664 8.1837 8.17601 7.79037 7.54255 threshold=52.500000000000007 12.833333492279055 84.500000000000014 31.833333015441898 396.52758789062506 10.062500000000002 0.098151575773954405 0.42261904478073126 6.7596154212951669 7171.2919921875009 21.519833564758304 16.455416679382328 -9.7499999999999982 0.98958334326744091 -14.499999999999998 733.52691650390636 2.0408329963684086 14.416666507720949 20.833333015441898 4.8736474514007577 42.833333969116218 396.81585693359381 10.04591751098633 1.6711711287498476 7475.0371093750009 20124.336914062504 6.7211718559265146 46.318181991577156 24.31673622131348 15595.564941406252 decision_type=2 2 2 2 2 2 2 2 2 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 7 10 28 23 14 -10 11 15 -6 22 -5 16 -3 -17 -19 -20 21 -16 25 -1 -7 -14 -9 -4 -2 -8 right_child=2 3 27 8 12 24 29 26 9 -11 -12 -13 13 -15 20 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023005696952431497 0.015662992800833699 -0.011712561134398638 0.026222458142422033 0.029654213913312528 0.011155055137636604 -0.015842809403695406 0.025452616692294101 -0.00071838311629594137 0.00011554615218750172 0.026300809128045166 -0.037873424423182804 0.013509586468508703 -0.020242415002169483 -0.012989067493314821 -0.0086744470223576679 0.0071103309013242294 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60 1020 299 296 259 955 63 455 internal_value=0.000226458 -0.0106328 0.0323926 -0.00188669 -0.0222868 -0.00721677 0.0247359 -0.0304744 0.0054999 0.016525 -0.00934593 -0.00870877 -0.0167207 -0.0174382 0.00313243 -0.00983857 -0.0135587 -0.00538112 -0.00839163 -0.0012858 0.00224364 -0.00155621 -0.0225925 -0.0337944 0.00757491 -0.0240614 -0.018438 0.0464605 0.0175226 0.0297996 internal_weight=2758.14 2062.01 696.132 1177.96 884.042 684.231 450.784 357.772 493.734 87.28 598.133 585.066 526.269 513.062 406.454 556.755 303.477 253.278 204.091 110.941 393.274 231.894 237.694 280.424 86.0973 223.36 77.3482 245.348 185.927 264.857 internal_count=11491 8652 2839 4824 3828 2827 1815 1595 1997 351 2478 2424 2233 2180 1646 2309 1268 1041 838 454 1593 944 1022 1260 349 962 335 1024 746 1069 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 24 13 14 16 18 19 11 15 15 7 12 19 7 5 5 7 28 14 23 9 26 11 9 14 split_gain=1011.89 222.02 80.9123 49.6494 43.2812 28.1968 17.4045 15.419 15.3753 13.3898 12.2797 11.6658 11.9365 11.0656 12.5087 10.6904 10.2679 10.09 12.4745 9.68183 9.84915 11.3687 9.28871 8.87583 8.71288 8.45107 8.04226 7.99538 7.92848 7.63301 threshold=52.500000000000007 12.833333492279055 84.500000000000014 31.683333396911625 396.52758789062506 0.78647416830062877 0.098151575773954405 0.42261904478073126 2.1941725015640263 11.82525157928467 78.350475311279311 3198.125854492188 0.83333334326744091 -9.7499999999999982 0.98958334326744091 13.267857074737551 2.7370891571044926 35478.787109375007 13.267857074737551 49.833333969116218 39.416666030883796 40.041666030883796 7.8618433475494394 7.6284456253051767 1.1590000391006472 1.6711711287498476 15.865932941436769 0.58333334326744091 46.318181991577156 3.9191641807556157 decision_type=2 2 2 2 2 2 2 2 2 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 7 9 29 25 11 26 -10 24 -13 -6 15 16 -15 -7 -19 20 23 -22 -9 -12 -5 -1 -3 -23 -4 -2 right_child=2 3 28 8 13 17 -8 22 10 -11 19 12 -14 14 -16 -17 -18 18 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.022481602433125681 0.01222239956338371 -0.013431677790142149 0.025555379511804168 0.0020083313261597207 0.010814230123221661 -0.0061453479760951247 0.028990338114972647 0.00027724569115517603 -0.012718188581110358 0.0070916355180436859 0.008435676440761734 -0.0095021125980053953 0.016531635419318982 -0.020446777547277452 -0.012636625190121202 0.00049352618337829073 -0.03624205504145981 -0.014399480231281901 0.0070518560791224148 0.028913272198857136 -0.012538442279385921 0.019785979998587323 -0.023934491616742704 0.024224800631114447 0.030690326792317171 -0.035732267791509134 -0.035374445754830654 0.00099308927117254401 0.046997749394394321 0.024733904573544723 leaf_weight=53.733920440077782 114.76608614623547 310.07095167040825 16.662863060832024 25.629215657711029 13.214480355381964 173.31807507574558 264.09425865113735 18.908114746212959 19.777532950043678 28.088989764451981 71.332259967923164 109.71086214482784 18.527325510978699 171.46618245542049 274.56885361671448 17.523792386054993 47.245852753520012 28.690939739346504 163.06466187536716 26.717969909310341 29.672577261924744 35.813813462853432 58.022912412881851 58.176711574196815 15.176464468240736 223.49790060520172 15.798662006855009 47.263635262846947 226.24270886182785 71.056625008583069 leaf_count=240 460 1301 69 103 53 712 1069 80 80 115 289 448 75 741 1158 74 207 118 660 107 120 144 255 234 61 1020 67 190 955 286 internal_value=0.000220182 -0.0103504 0.0315739 -0.00183221 -0.0217653 -0.00674903 0.0240409 -0.0298665 0.0058903 -0.0127824 0.0100969 -0.00129526 -0.00574086 -0.01629 -0.0169912 -0.0220524 -0.0238589 -0.000899342 0.00384225 0.0117745 0.00988428 0.00340133 -0.0179837 0.0155283 0.0126758 -0.033164 -0.0144955 0.00909451 0.0455268 0.0170067 internal_weight=2747.84 2055.01 692.823 1176.83 878.182 719.032 449.917 354.163 457.798 353.959 288.755 169.044 128.238 524.019 510.805 236.236 218.712 365.074 191.756 268.977 242.259 112.75 76.931 129.509 40.8057 277.232 325.87 83.0774 242.906 185.823 internal_count=11491 8652 2839 4824 3828 2973 1815 1595 1851 1483 1164 687 523 2233 2180 1022 948 1490 778 1084 977 454 335 523 164 1260 1368 334 1024 746 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 24 13 14 16 18 19 11 24 8 19 7 11 15 5 5 7 28 14 9 23 18 9 26 25 split_gain=956.854 211.117 78.7332 46.7669 41.8697 26.6518 16.5639 14.9775 14.459 12.6533 11.5519 10.9749 11.2321 10.3485 11.1579 9.49927 11.7719 9.2587 10.143 9.12673 9.25262 10.699 8.85327 8.3416 8.24386 8.17565 7.82571 7.71041 7.69011 7.62365 threshold=52.500000000000007 12.833333492279055 84.500000000000014 31.683333396911625 396.52758789062506 0.78647416830062877 0.098151575773954405 0.42261904478073126 2.1941725015640263 11.82525157928467 78.350475311279311 3198.125854492188 0.83333334326744091 6.4355866909027108 6.1024799346923837 35478.787109375007 12.958333492279055 -9.1666665077209455 -0.061553031206130975 49.833333969116218 39.416666030883796 40.041666030883796 7.8618433475494394 7.6284456253051767 1.6711711287498476 1.1590000391006472 11767.439453125002 46.318181991577156 15.865932941436769 4.0066964626312265 decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -2 24 11 28 -10 25 -13 14 17 29 -17 -6 -19 20 23 -22 -9 -12 -1 -5 -20 -4 -3 -7 right_child=2 3 27 8 13 15 -8 22 10 -11 19 12 -14 -15 -16 16 -18 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021970842481238883 0.016509546495684979 -0.013067143782230454 0.024910370679495485 0.0019478353843864506 0.010566924282391204 -0.00088275580885758837 0.028210488728379779 0.00026891128654059435 -0.012351439132418547 0.0068720044230922419 0.0081767155795082203 -0.0092292195864366808 0.016010286360487555 -0.02427389009606001 0.014150429306308374 -0.017622955618948364 0.0063133891676871706 -0.026712447965982072 -0.014304880812553124 0.028063311642087613 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-0.0212586 -0.00655722 0.0233711 -0.0292778 0.00571356 -0.012435 0.00979144 -0.00125726 -0.00557379 -0.0158714 -0.0137469 -0.000872758 0.00372599 -0.0146113 -0.0154306 0.0114171 0.00958319 0.00329886 -0.0175422 0.0150505 -0.0325548 0.012286 -0.0133623 0.0446484 -0.0141061 -0.00596671 internal_weight=2737.19 2047.95 689.238 1175.69 872.26 717.908 448.944 350.508 457.786 352.954 288.825 168.961 128.125 521.753 416.458 364.955 191.8 403.943 391.212 269.071 242.369 112.759 76.5101 129.61 273.998 40.8362 330.603 240.294 324.837 173.154 internal_count=11491 8652 2839 4824 3828 2973 1815 1595 1851 1483 1164 687 523 2233 1774 1490 778 1722 1671 1084 977 454 335 523 1260 164 1406 1024 1368 712 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 9 15 11 13 23 15 2 9 0 12 17 26 8 18 15 21 0 22 9 9 16 17 17 27 split_gain=904.473 173.692 107.155 50.1398 42.1575 31.2617 20.6895 17.2935 15.2973 14.8394 14.5194 14.3204 14.3049 12.5917 11.3091 11.1237 10.3531 10.2705 9.70317 9.003 11.4825 14.1306 8.0599 7.9079 9.30375 7.83878 8.95487 7.68889 8.90068 12.1139 threshold=47.500000000000007 98141.367187500015 73.500000000000014 13.274305343627931 0.46068231761455541 14619.181152343752 43.107639312744148 0.98958334326744091 -8.1666665077209455 13.449999809265138 1.1903333663940432 1.4868686795234682 58123.742187500007 79.072917938232436 38.500000000000007 1.4708693623542788 69692.847656250015 7.4232096672058114 0.59946590662002575 8633.5869140625018 1.5465368032455447 3331.242553710938 63.500000000000007 6339.6723632812509 53.906158447265632 34.647239685058601 9.8593182563781756 83430.757812500015 39060.255859375007 10.644418716430666 decision_type=2 2 2 2 2 2 2 2 2 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 16 7 8 6 14 12 -3 25 -8 18 -1 -4 -5 -9 19 -14 -6 20 22 -22 -2 24 -23 27 -27 28 29 -7 right_child=2 4 13 5 11 9 10 15 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.024385671957948087 0.01029439550237418 0.019594610483647384 0.033529166547013191 -0.010949060916460763 -0.018008210249858332 0.00092105237274706423 -0.0068915812654881661 -0.02658395106215693 -0.014998198793929336 0.018673765801170587 0.025333960447492899 -0.0035723347182785334 0.010994968308920614 0.045176046076507596 0.00079574560204857228 -0.001568193534401319 0.034017999864558161 -0.018774355383722897 -0.031271442267931285 0.0012576503619742727 0.0017630269261313517 0.04197158844451708 0.024576980172108798 0.016901747777284305 0.023561076094141369 0.0055427567992099068 0.027674854744339655 0.020225781061337243 -0.0065681222062891776 0.025049592384231077 leaf_weight=144.72626051306725 175.05837745964527 11.984397888183592 150.04612573981285 298.87806370854378 57.635117083787918 129.80702662467957 21.373424366116524 18.911331430077553 287.57915653288364 65.75379952788353 30.595853224396706 20.209836930036545 20.092656895518303 188.48911096155643 97.974288180470467 103.84669291973114 32.588695660233498 21.689527407288551 357.99549517035484 32.338727802038193 23.115324884653091 44.614028826355934 44.624288901686668 47.420319497585297 55.356731861829758 65.898610591888428 21.928520113229752 17.28655269742012 118.61411641538143 21.884058520197868 leaf_count=627 703 48 626 1248 260 531 86 80 1226 264 123 87 87 811 398 436 133 95 1630 130 93 180 180 191 224 266 88 71 486 89 internal_value=0.000264014 -0.0107993 0.0272327 -0.00376021 -0.0222782 -0.000144211 -0.00571865 -0.0141662 -0.0136143 0.00552688 0.0120805 -0.0282331 -0.0199215 0.0400139 -0.00804952 -0.00542196 0.0177255 -0.00445857 -0.0294322 0.0164688 0.0177295 0.0235711 0.0131956 0.0269913 0.0317771 0.00322423 0.0110687 0.000828632 -0.000411854 0.00440201 internal_weight=2728.32 1934.66 793.652 1199.26 735.404 889.994 448.822 309.266 299.564 441.173 51.9693 435.84 186.508 338.535 396.852 122.758 455.116 41.7822 415.631 422.528 390.189 170.506 219.683 147.391 99.9708 375.419 87.8271 287.592 270.305 151.691 internal_count=11497 8226 3271 4975 3251 3650 1855 1325 1274 1795 209 1977 809 1437 1646 516 1834 182 1890 1701 1571 688 883 595 404 1531 354 1177 1106 620 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 9 13 11 15 23 15 2 9 0 2 18 22 15 8 12 14 18 23 12 7 9 14 18 15 split_gain=855.146 165.396 103.63 47.4456 40.684 28.2419 19.6946 14.8477 14.4367 13.7722 13.6406 13.0754 12.566 12.4275 11.3637 9.92681 9.77895 9.63793 9.89536 9.39175 8.5893 8.42195 8.38166 8.31553 10.8972 8.82808 8.19318 7.71749 7.61637 7.51795 threshold=47.500000000000007 98141.367187500015 73.500000000000014 12.979166507720949 0.46068231761455541 14619.181152343752 43.107639312744148 13.449999809265138 -8.1666665077209455 1.4868686795234682 1.1903333663940432 0.98958334326744091 58123.742187500007 79.072917938232436 39.500000000000007 2932.9599609375005 67.67807769775392 18586.687500000004 0.040833333507180221 0.59946590662002575 2.2153606414794926 2.7583664655685429 1955.1062622070315 20.710499763488773 16.276255607604984 25.041666984558109 35.433034896850593 3.9191641807556157 15215.692382812502 0.33687943220138555 decision_type=2 2 2 2 2 2 2 2 2 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 15 11 8 6 14 23 -3 19 -8 12 -1 -4 -5 16 -2 18 -14 -6 22 -17 -13 24 28 -26 -23 -12 -7 -21 right_child=2 4 13 5 9 7 10 -9 -10 -11 27 20 17 -15 -16 21 -18 -19 -20 29 -22 26 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.023620887023258475 0.023407708035539401 0.018995580148570675 0.032748355828046589 -0.010615531136351272 -0.017575822746613678 0.0030449762910707999 -0.0066882721678424607 0.018102341898413116 -0.014603240002651943 -0.003468347014710296 0.010784515925125906 -0.0063027914333618623 0.022930495373281831 0.044372706234483514 0.0015964491195094577 0.013314108893728365 0.0018902403482203474 -0.025775595146471104 -0.012657564770902669 -0.032829134263895332 0.0044661932029561764 0.0092225842335727209 -0.030745940512813468 -0.021177012868652416 0.0022879089747999759 0.033147769792968101 0.025153389966720608 0.041022977365555088 -0.015609473107281087 -0.021826073868517818 leaf_weight=137.8512858748436 27.132687896490097 11.9913472533226 149.03034262359142 310.56258665025234 57.286760658025742 327.94003307819366 21.362603679299355 65.793871611356735 286.5126830637455 20.191573575139046 16.694136694073681 46.467031076550484 14.09475487470627 186.17943543195724 88.014290988445282 130.16245952248573 63.485610336065292 13.352991819381712 14.032507687807081 284.59806297719479 42.482055351138115 34.001261532306671 17.33631232380867 12.693995848298071 14.761876851320265 19.186781093478203 199.72290788590908 13.938721448183058 20.956969067454338 69.544143587350845 leaf_count=602 109 48 626 1299 260 1336 86 264 1226 87 67 196 61 811 357 523 255 59 61 1321 179 137 74 54 60 77 810 56 87 309 internal_value=0.000256962 -0.0105149 0.0265503 -0.00365323 -0.021769 -0.000311317 -0.0056535 0.00490625 -0.0132535 -0.0276583 0.0117119 -0.0143231 -0.0192647 0.0392047 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threshold=49.166666030883796 12.833333492279055 3.8740416765213017 27.500000000000004 1155.9315185546877 99955.308593750015 1.6151115298271181 51.041666030883796 -1.0000000180025095e-35 0.30986197292804724 7.7066280841827401 13.274305343627931 0.40724815428256994 4.2462089061737069 15066.079589843752 1.4100000262260439 25259.030273437504 11227.508300781252 7.7638888359069833 4.1362671852111825 5.6114735603332528 5887.8259277343759 34.013158798217781 1.4868686795234682 -8.4999999999999982 10381.297363281252 0.11856568977236749 14.735916614532472 16.745480537414554 0.11334807053208353 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 5 8 6 11 16 -1 -7 20 -3 -12 17 15 -8 -4 25 19 -15 24 -5 27 -10 -6 -2 -16 -23 29 -19 right_child=2 3 7 21 10 9 14 -9 23 -11 12 -13 -14 18 26 -17 -18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03711864956619456 0.013645607343688115 -0.040299691121826596 -0.0019028202995496494 -0.0022652914292696975 0.012416563983306808 -0.0043485180376999074 0.0088331203816396798 0.042906281249938373 -0.024839328445396734 -0.026330179467125767 -0.030211877359474799 -0.0088140359939070621 -0.0072676986839085196 0.034775722065166936 0.019262759065713082 -0.007008956666781101 0.0370966358473356 0.0089394915735193387 0.0069974503313679432 0.0044203864251072802 0.0036184310547623532 0.020333520263962949 0.03513798129887287 -0.0016850029487888915 -0.014189659854030581 -0.012480443464937485 0.0035351148671456298 -0.0088728763265784882 0.046951082542475105 0.029260104586599337 leaf_weight=110.8748933672905 154.34027849137783 12.116764083504675 13.611325025558473 19.634144231677055 12.216336905956267 47.032052859663963 90.100576803088188 241.41253452003002 191.20274251699448 74.968331500887871 81.311569452285767 227.67067547142506 28.467098370194435 102.72394627332687 34.377091750502586 253.75199273228645 14.402910217642782 42.302438870072365 18.90388411283493 14.151941880583761 35.4802415817976 26.075814962387085 34.908753901720047 17.213260859251022 370.85101412236691 12.877040535211561 332.06417852640152 13.795878469943998 12.883823066949843 64.399737998843193 leaf_count=539 623 52 56 80 49 199 363 1059 881 318 371 947 123 421 138 1059 59 170 78 58 154 105 142 75 1605 52 1349 56 53 263 internal_value=0.000250103 -0.00931904 0.0281014 -0.00191178 -0.019513 -0.00356319 -0.00172784 0.040332 -0.0278551 -0.0178561 -0.0144715 -0.010405 -0.0242621 0.0203035 0.0012015 -0.00285782 0.0181479 0.0167807 0.0277445 0.0311001 -0.0119035 0.0168401 0.0218563 -0.022927 -0.0133412 0.0116337 0.00501058 0.0102279 0.0239778 0.0212039 internal_weight=2706.12 2014.11 692.01 1166.5 847.617 1072.08 950.081 269.427 319.291 122 528.326 239.787 109.779 422.583 710.294 343.853 28.0142 286.803 135.78 116.876 418.548 94.4146 74.7804 208.416 383.067 167.217 366.441 39.8717 119.586 106.702 internal_count=11497 8605 2892 4808 3797 4425 3908 1174 1495 517 2302 999 494 1718 2909 1422 115 1161 557 479 1808 383 303 956 1654 675 1487 161 486 433 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 9 15 15 1 2 27 8 13 9 5 19 12 0 22 15 12 9 14 21 28 25 20 10 8 split_gain=765.394 150.152 97.8489 42.8625 38.1014 26.4563 17.9006 15.3073 14.2172 13.5405 13.2053 12.9401 12.7844 12.4903 12.0359 10.798 10.2036 10.0383 9.74684 9.49458 9.8447 9.09218 7.16731 9.65833 7.32964 11.2385 13.8159 11.1342 7.09399 6.93529 threshold=47.500000000000007 98141.367187500015 73.500000000000014 13.274305343627931 0.75443771481513988 14619.181152343752 43.107639312744148 0.98958334326744091 0.41885964572429663 -17.499999999999996 58123.742187500007 1.326249957084656 0.59946590662002575 13.449999809265138 79.072917938232436 51.833333969116218 11219.483398437502 1.4708693623542788 38.500000000000007 18586.687500000004 0.040833333507180221 6.0552382469177255 34.647239685058601 4.4704413414001474 65855.957031250015 20.968221664428714 17.752958297729496 33758.902343750007 1.0012300014495852 1.474529027938843 decision_type=2 2 2 2 2 2 2 2 2 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 15 7 9 6 18 10 12 -3 -1 -8 -6 22 -4 -2 21 -9 28 20 -12 -17 24 -24 25 27 -27 -7 -5 -10 right_child=2 4 14 5 8 13 11 17 29 -11 19 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.022957204291634732 0.0091460205601660554 0.019672013300206001 0.031356150391894128 -0.019873614104393866 -0.01614688316902391 -0.0016739148482121174 0.002234421131237764 -0.025183402012568756 -0.0043435647275243015 -0.014209752925143201 0.023509845142084339 0.036023405739688763 -0.032421037611129501 0.017154538675488804 0.042909359004009481 0.011996335037948147 0.025090546666060282 -0.0012637523644999783 0.0007708841013644238 -0.024763868683183577 -0.011896261252905689 0.035041321026053007 0.0027134951011445019 0.023218145545142656 0.013367946186904647 0.037723660203218178 -0.0055146785587101236 -0.030684828922795681 -0.0079331584603997904 -0.02246670176674349 leaf_weight=142.1415693461895 135.70967561006546 10.996079966425894 146.90854871273041 54.941340953111649 51.834972396492958 212.28984512388706 38.068363532423973 18.630383461713791 30.193494647741318 306.83505374193192 14.361448645591738 13.934524551033972 268.3611623197794 65.799759894609451 181.32011525332928 154.3825237005949 145.84132778644562 103.58404126763344 97.958333507180214 13.156947702169417 13.917032167315481 17.116760969161987 54.553678944706917 33.291514620184898 35.930980354547501 14.07420724630356 12.60991497337818 12.613852247595785 242.14180983603001 51.278448581695557 leaf_count=627 546 44 626 234 240 870 153 80 134 1325 62 56 1279 264 811 623 595 436 398 59 61 70 220 134 146 57 52 52 1014 229 internal_value=0.000243582 -0.00997266 0.0252651 -0.00344909 -0.0207984 -0.00011396 -0.00525739 -0.0131364 -0.0269395 -0.0130375 -0.018613 0.0112884 -0.0297865 0.00509804 0.0377384 0.0162284 0.0192571 -0.00491007 -0.00743547 -0.0037104 0.00608501 0.0142964 0.00298458 0.0104843 0.000693191 -0.00111698 0.0172908 -0.00330101 -0.0101414 -0.0157503 internal_weight=2694.78 1913.5 781.279 1194 719.499 888.208 447.044 305.791 401.668 317.831 183.577 52.0029 320.196 441.164 328.229 453.05 317.341 122.214 395.041 41.4354 28.2785 171.499 375.364 87.8452 287.519 251.588 26.6841 224.904 297.083 81.4719 internal_count=11497 8226 3271 4975 3251 3650 1855 1325 1882 1369 809 209 1519 1795 1437 1834 1288 516 1646 182 123 693 1531 354 1177 1031 109 922 1248 363 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 14 0 15 16 15 2 11 9 2 20 18 24 19 5 9 9 12 22 15 8 14 17 2 21 15 split_gain=724.786 163.091 70.4745 47.6971 37.0761 20.9764 15.3742 14.2824 14.2571 12.7366 12.5913 12.3604 11.9506 11.1304 12.6694 10.7128 10.0631 9.95352 9.87966 12.9405 9.51004 9.35096 9.00145 9.22031 8.97682 8.11236 6.99718 8.82119 7.33545 6.98932 threshold=51.500000000000007 98141.367187500015 73.500000000000014 13.274305343627931 0.46068231761455541 1.6763248443603518 35.500000000000007 0.98958334326744091 16.745480537414554 1.4868686795234682 58123.742187500007 -8.1666665077209455 79.072917938232436 8150.1801757812509 1021.8444824218751 462.35348510742193 1.2186030149459841 70855.089843750015 43.166666030883796 14.318840503692629 23.010416984558109 1.4708693623542788 18586.687500000004 0.040833333507180221 0.59946590662002575 8.5578246116638201 9224.2661132812518 16220.449707031252 18799.013671875004 0.33687943220138555 decision_type=2 2 2 2 2 2 2 2 2 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 17 7 11 18 8 10 13 24 -1 -3 -4 14 15 -7 26 -2 19 -5 -10 -9 23 -12 -6 -18 -15 -28 -29 -26 right_child=2 4 12 5 9 6 -8 21 20 -11 22 -13 -14 16 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 29 -27 27 28 -30 -31 leaf_value=-0.022428001312839514 0.016344611046148531 0.017601677895976876 0.030655236293731854 0.014445240331583394 -0.016142902909485661 -0.0080219960653376988 0.0087423003443704694 -0.02459344210450885 -0.0035904388130880197 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13.208264544606207 191.42719069123268 68.406224817037582 leaf_count=627 1352 48 626 75 260 110 1149 80 54 87 62 1226 811 64 260 53 81 109 212 747 105 440 59 61 1323 87 191 54 774 310 internal_value=0.000237161 -0.00888223 0.026896 -0.00248953 -0.020367 0.000740718 0.00330057 -0.0128366 -0.000179858 -0.0260991 -0.0181622 -0.0122242 0.0370301 -0.00184582 -0.0104842 0.00296815 0.00100749 0.0177444 -0.00679408 -0.00990323 0.0171053 -0.00493763 -0.00360699 0.00589293 -0.0272709 -0.0130152 0.00312158 0.00191745 0.00457524 -0.0290883 internal_weight=2683.15 1999.25 683.898 1284.35 714.902 978.782 730.577 305.567 445.588 419.555 182.513 295.347 324.53 406.417 100.911 38.7889 305.506 359.368 248.204 195.461 39.1709 123.054 41.3668 28.3174 399.479 40.0245 265.482 250.189 204.635 343.396 internal_count=11497 8599 2898 5345 3254 4016 2982 1329 1833 1980 809 1274 1437 1674 423 163 1251 1461 1034 822 159 520 182 123 1893 168 1083 1019 828 1633 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=0 5 0 0 20 15 13 21 15 16 7 17 22 10 18 13 24 2 7 5 2 16 15 27 14 2 5 23 20 14 split_gain=691.479 166.182 70.3306 38.0767 30.9281 24.1643 15.4805 14.8221 14.4976 12.2687 14.774 11.1036 9.97405 9.97334 9.34384 9.70382 9.04899 9.07144 10.7408 8.9365 8.8347 8.77691 8.43405 7.72643 7.34257 7.22836 11.196 10.52 9.40434 7.30988 threshold=52.500000000000007 12.833333492279055 84.500000000000014 35.500000000000007 0.0008635785197839142 2.1132478713989262 -1.0000000180025095e-35 3179.453247070313 6.7596154212951669 16.455416679382328 26.4226188659668 7911.8349609375009 208.15783691406253 4.4880688190460214 24191.272460937504 1.4226190447807314 0.10911898314952852 8185.6689453125009 59.541666030883796 51.833333969116218 4300.4101562500009 16.745480537414554 0.22361110895872119 3.9049520492553715 12.730377197265627 98141.367187500015 13.833333492279055 5.9915001392364511 33758.902343750007 2.0676683187484746 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 6 9 -1 13 19 25 -11 -7 -9 -2 24 -16 -14 18 23 -5 -10 -13 -19 -18 -6 26 29 -27 -28 -3 right_child=2 3 -4 8 14 11 -8 12 20 10 -12 21 16 -15 15 -17 17 22 -20 -21 -22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=-0.036417538062559783 -0.004522574786940254 -0.007869094714635259 0.040021873400706572 0.0018142812357246404 -0.014427924679849184 -0.013506639277609742 -0.022011566465375453 0.040755723886673124 0.0043308026432169085 -0.012292378157560532 0.034299677821816359 0.0031007118781946276 0.014386780476396256 0.026882899801244257 -0.033790456338219879 -0.0041649781461254786 0.037487444982874353 0.042265783240021233 0.0054911271054782869 0.02772959283370869 0.024760485106931178 0.027048667864286776 0.024604938028871648 0.0086737915550222228 0.0039400485852763966 -0.013086336527466267 -0.0092386666140892408 -0.037831541830262543 -0.036650137155624866 0.019404560375434261 leaf_weight=103.26428686082363 35.409267485141754 15.761966705322264 223.21383395791054 333.31041952967644 465.81821352243423 34.674892127513885 191.87531819939613 22.290711268782616 30.99777090549469 12.112671583890917 12.391080543398855 185.0808979421854 149.25822350382805 12.248745545744894 41.718795225024223 13.067590177059172 24.411869689822197 31.238823235034943 42.260249257087708 12.421898171305655 49.42886783182621 14.881036460399626 110.14025695621967 12.750486597418783 20.446761131286621 93.657125174999237 331.13826343417168 18.519998922944069 11.661024913191794 20.152097955346107 leaf_count=525 143 66 1026 1347 2054 145 904 93 125 50 50 749 606 50 194 56 100 132 174 50 199 60 461 52 90 403 1398 82 51 84 internal_value=-0.000260273 -0.00901564 0.0263057 -0.00174669 -0.0192402 -0.00581542 -0.027052 0.0193475 0.00541418 -0.00944868 0.0112683 0.00216528 0.0212665 0.00354905 -0.0149789 -0.0267242 0.0200926 0.0239496 0.0158367 0.0027454 0.0168865 0.0048829 0.0285072 0.0276014 -0.0136556 -0.0104828 -0.00850153 -0.0171717 -0.0101711 0.0074347 internal_weight=2675.6 2012.38 663.222 1176.19 836.191 750.031 295.14 440.009 426.159 515.394 24.5038 234.637 392.351 47.658 541.051 54.7864 370.06 220.802 79.4226 345.732 80.4266 199.962 141.379 37.1624 486.265 490.89 378.713 112.177 342.799 35.9141 internal_count=11519 8682 2837 4859 3823 3138 1429 1811 1721 2184 100 954 1618 193 2394 250 1525 919 326 1397 324 809 593 152 2144 2084 1599 485 1449 150 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=0 5 0 7 20 15 13 10 13 21 24 11 22 10 20 11 14 16 16 2 7 28 15 10 2 2 21 15 1 28 split_gain=654.894 158.081 68.8801 35.9763 30.0312 26.3282 15.2972 16.0141 15.2616 14.0567 11.3145 11.0217 9.532 9.41557 9.06433 8.86686 8.76391 8.53093 8.48169 8.32516 13.2208 13.7426 10.3761 8.20865 8.12601 10.1551 8.22619 8.02007 7.98266 7.89103 threshold=52.500000000000007 12.833333492279055 84.500000000000014 32.348484039306648 0.0008635785197839142 1.6702898144721987 1.0416666865348818 9.3701648712158221 -1.0000000180025095e-35 3179.453247070313 16.097529411315922 -8.1666665077209455 208.15783691406253 4.4880688190460214 404.86917114257818 -1.8333333134651182 2.7583664655685429 16.455416679382328 3.0608289241790776 6029.8293457031259 59.041666030883796 11.199306488037111 4.7596154212951669 1.5126448869705202 78901.332031250015 21759.430664062504 79630.816406250015 11.708333492279055 1.0000000180025095e-35 0.18999530375003817 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 5 8 10 7 -5 -1 13 29 -6 -11 -2 -8 -13 -14 -7 23 20 21 -18 -21 -17 25 -20 -26 -24 -16 -3 right_child=2 3 -4 6 11 17 14 -9 -10 12 -12 15 16 -15 28 18 19 -19 24 22 -22 -23 27 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.035942086613566751 -0.0043855749885115952 -0.020513207046419051 0.039404691458373352 -0.0022816206190835091 0.011423950273399578 -0.00038723697235773595 -0.0061201827822697308 0.015759657858680082 -0.021537231536306278 0.039833296978297704 -0.038531032903093128 -0.028797665338295687 0.012939603990197135 0.026166408606648789 0.00074993231814917891 -0.014757422648691839 0.03189967502145271 0.016849507103621247 -0.020413632915905883 0.033766995245453749 -0.0027033992507786812 -0.0043037741163563462 0.0089772063020115596 -0.030558893042411099 -0.030685149662278415 0.00083804085102839507 -0.012906296413227856 0.027748973660449153 0.019207581661271532 -0.008050267302970409 leaf_weight=101.51787166297436 35.419784232974052 51.950776964426041 219.95798471570015 242.91515322029591 14.260697558522223 250.62864857912064 20.015661627054214 54.151386111974716 190.24309913814068 22.125193491578102 12.468036606907843 40.459439739584923 120.93666228652 12.20724682509899 26.317234322428703 75.687684863805771 40.211479991674423 28.813038319349289 27.504374697804451 86.931165367364883 26.144154861569405 12.330076858401297 38.750463396310806 48.579028517007828 26.086224228143692 76.584996372461319 229.38229162991047 43.453765958547592 106.13226900994778 381.41398900747299 leaf_count=525 143 225 1026 987 58 1021 81 219 904 93 54 190 495 50 106 343 165 116 121 365 107 50 161 221 124 330 1007 182 428 1622 internal_value=-0.000253593 -0.00877815 0.0257047 -0.00169661 -0.0187979 -0.0058297 0.00497172 0.00100707 -0.0265494 0.0188327 -0.0103549 -0.0145985 0.0207076 0.00344518 0.0126965 -0.0153063 0.0195601 0.00139003 -0.0141781 0.0227909 0.0147293 0.0234037 0.0265413 -0.0209346 -0.0118429 -0.00477746 -0.0147217 0.0189001 0.0155401 -0.0095443 internal_weight=2663.58 2005.11 658.468 1174.81 830.306 725.274 449.532 297.067 291.761 438.51 445.833 538.545 390.883 47.627 152.465 524.284 368.758 279.442 483.825 247.821 78.6857 52.5416 169.135 124.267 359.558 104.089 255.469 82.2042 132.45 433.365 internal_count=11519 8682 2837 4859 3823 3038 1821 1206 1429 1811 1901 2394 1618 193 615 2336 1525 1137 2146 1030 322 215 708 564 1582 451 1131 343 534 1847 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=0 5 0 0 20 15 15 21 15 17 11 8 10 12 21 10 1 12 5 2 21 12 27 1 13 13 18 14 14 2 split_gain=620.351 150.454 67.5008 34.1226 29.1333 21.7019 15.2582 13.3342 12.9022 12.2598 10.4319 9.89532 9.56291 11.4234 10.7979 8.89116 8.70674 8.51819 8.33293 8.32977 7.74247 7.54426 7.11343 6.99354 8.20426 6.84344 7.76022 8.64889 6.20432 6.18943 threshold=52.500000000000007 12.833333492279055 84.500000000000014 35.500000000000007 0.0008635785197839142 2.2343137264251713 0.075961541384458556 3179.453247070313 6.7596154212951669 7911.8349609375009 -8.1666665077209455 0.71242365241050731 11.414070606231691 12.948513984680178 33186.716796875007 4.4880688190460214 -3.4999999999999996 16.512618064880375 51.833333969116218 4300.4101562500009 58784.091796875007 1.8660253882408144 72.674236297607436 1.0000000180025095e-35 7.9583332538604745 2.1055555343627934 23177.852539062504 12.38165330886841 11.345469474792482 28326.438476562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 6 12 22 15 18 -7 -6 -8 13 -3 -14 -2 -12 21 -5 -10 -9 23 -1 -11 29 26 27 -18 -23 -25 right_child=2 3 -4 8 10 9 11 20 19 17 16 -13 14 -15 -16 -17 25 -19 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.035162149744260608 -0.0042528047538959689 -0.0092589349085011267 0.038814501407746241 0.0017143459973282893 0.011075936508301489 -0.014446460341120244 -0.0049143473524623713 0.018340310410129606 0.0037814278733680554 0.024164983380333831 -0.032163575073148022 -0.023579078794348594 0.017134813305716919 -0.033058590165389846 -0.011535114590810356 0.025475347354011885 -0.015212700078995145 0.026669583176031221 0.026768830988687715 0.023624905353215358 0.029966129199260842 0.00053270123838550893 -0.019935820168539915 -0.024855874533276999 0.01005716743482094 -0.0046199583144645867 -0.029945425096486636 0.006088660134950628 -0.021361262956723231 0.0018329982548246329 leaf_weight=131.49933233857155 35.429645761847496 450.86189214885235 216.65353842079639 333.33877685666084 14.267409980297087 34.112743467092514 36.473325148224831 328.19891227781773 31.0202716588974 18.871327936649323 25.100451186299324 85.468458026647568 25.608132749795914 18.912142559885979 21.963088661432266 12.162910357117651 387.2465044260025 15.122786462306975 12.391417160630224 49.291988179087639 61.163399189710617 39.628098472952843 34.954343229532242 12.270782440900801 72.177491083741188 60.741371735930443 30.563819617033005 17.950088262557983 16.498983770608902 21.563280180096626 leaf_count=682 143 1924 1026 1347 58 143 168 1356 125 76 120 409 105 81 92 50 1733 61 50 199 262 161 170 50 291 261 143 79 67 87 internal_value=-0.000247092 -0.00854685 0.025123 -0.00164758 -0.0183704 -0.00550921 -0.0260585 0.0183343 0.00512855 0.00215262 -0.0142328 -0.0179964 -0.00891912 -0.0102171 0.00389824 0.00334462 -0.0149251 0.00503965 0.00261233 0.0159604 0.0201666 0.00323254 -0.0319647 0.00733848 0.00434316 -0.0140536 -0.0153686 -0.0142691 -0.0059032 -0.0078464 internal_weight=2651.51 1997.9 653.608 1173.63 824.265 747.591 288.395 436.955 426.042 230.245 535.87 121.942 517.345 469.774 47.5712 47.5926 521.602 196.133 345.73 80.3123 389.362 181.01 166.454 124.883 106.012 496.502 435.76 405.197 56.1271 33.8341 internal_count=11519 8682 2837 4859 3823 3138 1429 1811 1721 936 2394 577 2202 2005 197 193 2336 793 1397 324 1618 732 852 504 428 2216 1955 1812 228 137 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=0 5 0 7 18 15 14 21 15 1 8 22 18 26 16 5 16 1 22 17 23 18 14 22 10 15 16 28 27 21 split_gain=587.649 143.179 66.2202 32.3471 27.863 23.6413 14.035 12.6431 12.5111 9.50692 9.42098 9.08268 8.84384 8.62279 8.5869 8.47752 8.57042 9.07499 9.27399 8.48738 8.44446 8.41612 9.118 8.97982 8.39783 7.69252 7.64568 7.35948 9.70792 8.38716 threshold=52.500000000000007 12.833333492279055 84.500000000000014 32.348484039306648 1.0000000180025095e-35 1.6702898144721987 2.2573111057281499 3179.453247070313 0.091966174542903914 -22.499999999999996 0.71242365241050731 208.15783691406253 123.80062484741212 0.09723310545086862 14.264290332794191 51.166666030883796 15.551213741302492 1.0000000180025095e-35 1124.2163696289065 16247.469726562502 17.664834022521976 26044.734375000004 5.65785837173462 22043.571289062504 4.4880688190460214 0.47958332300186163 16.455416679382328 0.18999530375003817 3.1671000719070439 69436.636718750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 8 20 -5 24 -1 -6 -10 -9 -8 14 -13 16 17 18 -14 -19 27 22 23 -11 -2 -20 -7 -3 -29 -30 right_child=2 3 -4 6 9 26 12 11 10 21 -12 13 15 -15 -16 -17 -18 19 25 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.029829898145704695 -0.0041241280969754974 -0.019789126693620016 0.03824921361242304 -0.0020177714185337214 0.013973113850652016 -0.00037536677142033898 -0.0050230021932988721 0.038439880372949459 -0.0042493265685330066 -0.013002701129654105 -0.02257429375144002 0.003109226636969688 0.017235293477349554 0.020622857952603484 0.031262066909055211 0.034942185010768019 0.024308388325305172 0.0050402622117273373 -0.001345772563121193 0.019813597868327409 -0.034841059462819644 -0.026319026904105362 0.0015046870347992039 -0.031159904819780253 0.024808092499979114 -0.029339913929273834 0.015938936860954364 0.0019049684209323018 -0.0070904067308245628 -0.018340105319476746 leaf_weight=188.41621750593185 35.438891813158989 51.516625553369522 213.31049835681915 171.79084193706512 11.055561557412146 250.48606367409229 35.799078151583672 21.81953489780426 34.338407948613167 380.12309727072716 95.393543615937233 51.353575646877289 14.843586251139639 302.69022634625435 12.035985946655272 12.569718807935713 30.992741659283638 82.337583482265472 26.95040425658226 60.875738725066185 11.828204393386839 46.369844332337379 36.372718885540962 26.203752011060715 12.116062477231024 13.142536699771879 28.829186975955963 75.740624696016312 223.19333842396736 81.397524863481522 leaf_count=978 143 225 1026 700 45 1021 145 93 158 1686 459 207 60 1268 50 51 125 333 109 245 52 218 157 122 50 53 116 321 948 355 internal_value=-0.00024083 -0.00832227 0.024555 -0.0016002 -0.0179526 -0.00552867 0.00472127 0.0178467 -0.0248934 -0.0135373 -0.0177239 0.0196366 0.00889301 0.0185158 0.0084547 0.0109541 0.00963818 0.0073436 -0.00302233 0.01132 -0.00983299 -0.0141592 -0.0128855 -0.0141736 0.00324723 -0.0105223 0.00130849 -0.00914802 -0.00770666 -0.0100967 internal_weight=2639.33 1990.57 648.765 1172.29 818.273 722.992 449.302 435.454 318.148 500.125 129.732 387.899 277.511 366.08 63.3896 241.712 229.143 198.15 54.9365 143.213 443.676 489.069 442.7 406.327 47.555 40.0929 279.315 431.848 380.331 304.591 internal_count=11519 8682 2837 4859 3823 3038 1821 1811 1595 2228 617 1618 1121 1525 257 976 925 800 222 578 1901 2183 1965 1808 193 162 1137 1849 1624 1303 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=0 5 0 0 22 16 15 2 16 26 2 7 27 13 24 24 14 2 21 12 15 11 10 15 28 27 14 11 9 5 split_gain=556.78 136.24 65.1303 30.6485 23.0009 19.787 14.2619 13.7297 12.7984 14.0179 14.2308 12.719 12.7002 11.6381 10.7748 10.1716 9.87815 9.46649 9.36676 9.96941 9.02323 8.95471 8.65971 8.42885 8.22316 8.09339 7.48704 7.97878 7.37431 6.92716 threshold=52.500000000000007 12.833333492279055 88.500000000000014 35.500000000000007 2187.5244140625005 3.9912915229797368 0.091966174542903914 5699.8171386718759 16.455416679382328 1.3981500267982485 16394.458007812504 27.690475463867191 1.3133026361465456 7.5277776718139657 0.10911898314952852 9.6642222404479998 3.53981626033783 4300.4101562500009 9807.4550781250018 6.0552382469177255 0.41885964572429663 -9.1666665077209455 5.8740322589874276 1.6282894611358645 2.8689359426498418 1.3811250329017641 12.38165330886841 -1.4166666865348814 1.5055555701255801 51.833333969116218 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 6 -3 28 12 9 10 -7 -10 -2 29 16 21 -9 -15 19 25 -17 -6 -11 -16 -8 -14 27 -23 -1 -5 right_child=2 3 -4 13 15 8 24 14 11 22 -12 -13 18 17 23 20 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.018405443693711474 -0.0052532345492622605 -0.011650767911494928 0.039472952168725338 0.0017741928749902198 0.012197080895828846 -0.0087259730033193896 0.0019238585026206706 0.0040058199747578412 -0.0014286815424644785 -0.029388728492740112 0.00471397687176979 0.031344089516790491 0.035291994511104409 0.0025234623881510848 0.031881882873994599 -0.027967686405011176 0.023922822743142228 0.024439864648007046 -0.0032328380544059589 0.03780309529835895 -0.0072194794506621092 -0.029371248458372117 -0.0081389067422500995 0.019762072810013236 -0.020118868595572856 0.010942456095317691 0.0087200609856573907 -0.012387381121981816 -0.03409518097952919 0.024237159080895986 leaf_weight=34.704928547143936 33.43664263188839 273.07347458600998 177.48188363015652 339.02058494091034 13.357783854007719 107.14491520822048 17.960117757320404 47.770667225122452 22.418130740523338 21.28357757627964 209.63314329087734 20.316524133086205 14.485572442412375 29.534464567899704 102.7089781165123 73.467363178730011 42.217799961566925 44.407144874334335 20.648683190345764 20.280513763427734 25.381778568029404 26.612544551491737 91.294416308403015 103.87335290014744 100.26760211586952 80.887870818376541 14.13646452128887 385.64890222251415 120.82324244081974 12.822914093732832 leaf_count=172 135 1181 871 1370 54 451 79 194 92 92 855 82 59 119 453 365 176 180 84 85 112 128 385 449 484 331 61 1729 639 52 internal_value=-0.000234662 -0.00810335 0.0240062 -0.00155421 -0.0175434 -0.00522303 -0.024624 0.0181194 -0.001505 -0.00306336 0.000168137 0.0141519 0.011315 0.00486657 0.0220138 -0.0139445 0.0133498 0.0156858 0.0153794 0.0187024 -0.0226401 -0.0119899 -0.0121563 0.0257878 -0.0167703 0.0146407 -0.0127476 -0.0134837 -0.0305941 0.00259285 internal_weight=2627.1 1983.31 643.792 1170.95 812.361 745.164 273.756 466.31 472.091 429.356 316.778 42.7347 169.739 425.785 296.571 538.605 89.9885 73.9416 136.303 115.654 98.8491 439.756 112.578 206.582 118.228 95.3734 426.398 412.261 155.528 351.843 internal_count=11519 8682 2837 4859 3823 3138 1374 1966 1957 1783 1306 174 694 1721 1272 2449 370 299 559 475 477 1972 477 902 563 390 1918 1857 811 1422 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=0 2 0 9 17 24 11 1 0 5 10 15 15 24 15 14 16 10 17 2 2 25 5 11 9 11 1 14 25 19 split_gain=545.437 109.744 78.0337 36.4626 32.5808 26.7492 16.8573 15.9909 14.3269 13.783 12.7025 11.9486 9.5598 11.0318 9.46445 9.31243 8.71414 9.49918 9.12911 10.1068 8.5081 8.37074 7.8688 7.46508 7.13671 7.01524 6.94372 8.62309 6.84922 7.50839 threshold=48.500000000000007 98141.367187500015 84.500000000000014 12.979166507720949 15066.079589843752 2.4403777122497563 13.166666507720949 -21.499999999999996 38.500000000000007 70.416667938232436 11.414070606231691 0.091966174542903914 -0.18677325546741483 0.29263226687908178 0.46737588942050939 2.3761218786239628 1.0339469313621523 0.54878199100494396 83430.757812500015 19927.473632812504 2534.7653808593755 1.1434305310249331 6.8333332538604745 2.4166666269302373 1.6619047522544863 -3.1666666269302364 2.5000000000000004 11.641648769378664 3.8740416765213017 8589.7802734375018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 15 8 7 16 -3 10 20 28 24 -9 -14 -12 -1 -6 -18 19 26 -2 -10 23 -15 -7 -21 27 -19 29 -5 right_child=2 5 -4 4 6 11 -8 12 21 -11 14 -13 13 22 -16 -17 17 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.019191861069856573 -0.0025835986380034195 0.023324754496435247 0.037872582356331855 -0.010404710199047684 -0.020723023997527942 -0.017406511550046695 0.019564012411396128 -0.023754792302809438 -0.021006646934051937 0.025291177288727658 0.020965877769597737 -0.016332249439030742 0.0045909810189114081 -0.012251831769919418 -0.012642037083648978 -0.0080512956504809434 0.025999839562040581 0.0084287282775278478 0.02298714086198719 0.020520016155150377 0.014608122397474681 0.0034818968221564683 -0.021825305775305961 0.007995434740773277 -0.031762444453087096 -0.0027388337425582427 -0.0040284639336315309 0.031856371053524193 -0.01876607107266445 0.010073083183668209 leaf_weight=110.43743115663528 27.781203880906105 10.719903588294981 203.60006362199783 166.67902319133282 13.151306509971617 38.601754203438759 67.311858400702477 70.821619242429733 13.692455753684042 112.63496299088001 20.022434830665588 100.75435730814934 33.998842865228653 172.93123231828213 12.098260566592215 173.80643674731255 17.044789835810661 52.788082882761955 19.531268104910851 12.324819713830946 384.26814739406109 152.24814401566982 74.545087695121765 18.104434430599213 161.78810170292854 220.01008774340153 23.650687769055367 19.313274517655373 83.83084662258625 17.839470878243446 leaf_count=505 112 43 1011 710 55 193 271 329 55 491 82 486 147 772 50 767 69 218 80 51 1582 616 342 79 856 899 98 78 358 76 internal_value=6.99194e-05 -0.00847634 0.0221084 -0.00299849 -7.31428e-05 -0.0180772 0.0057326 -0.0127969 -0.00561394 0.0159912 -0.00952136 -0.0247597 -0.0138423 -0.011499 0.00830746 -0.0123797 0.00326838 0.00413361 0.00306144 0.00187525 0.013449 0.00146124 -0.0135587 -0.010333 -0.028997 -0.00150501 0.0100772 0.0147041 -0.0116554 -0.00842489 internal_weight=2606.33 1878.05 728.284 1195.78 911.537 682.265 445.126 381.121 466.411 524.684 300.47 301.144 370.401 299.58 32.1207 284.244 377.814 364.663 347.618 328.087 412.049 165.941 265.581 191.036 200.39 232.335 95.752 72.1014 268.349 184.518 internal_count=11481 8285 3196 5038 3766 3247 1819 1712 1947 2185 1276 1535 1669 1340 132 1272 1548 1493 1424 1344 1694 671 1193 851 1049 950 394 296 1144 786 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=0 2 0 9 17 24 11 1 0 0 10 15 15 15 24 15 12 16 2 15 16 10 17 28 28 26 2 6 26 25 split_gain=516.488 104.573 76.5402 34.4804 30.6824 25.9389 15.8766 15.0997 13.5298 13.3335 11.9889 11.6882 9.61027 9.16347 10.4505 9.14396 10.0561 9.24882 9.09791 8.89255 8.22346 8.9198 8.56037 9.53634 9.74525 8.83576 8.48978 8.43439 8.19242 7.8808 threshold=48.500000000000007 98141.367187500015 84.500000000000014 12.979166507720949 15066.079589843752 2.4403777122497563 13.166666507720949 -21.499999999999996 38.500000000000007 61.500000000000007 11.414070606231691 0.091966174542903914 1.5465368032455447 -0.18677325546741483 0.29263226687908178 0.95553359389305126 5.7298717498779306 6.8114354610443124 58123.742187500007 0.46737588942050939 1.0339469313621523 0.54878199100494396 83430.757812500015 20.968221664428714 7.8618433475494394 28.867542266845707 19927.473632812504 2.9433757066726689 4.5366950035095224 1.1434305310249331 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 15 8 7 20 -3 10 12 -5 -7 -2 -9 -15 18 -17 -18 -1 -12 -6 -22 23 24 26 -25 -23 -28 -20 -10 right_child=2 5 -4 4 6 11 -8 13 29 -11 19 -13 -14 14 -16 16 17 -19 28 -21 21 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.020049843829957073 0.0062554726079449676 0.022632359591366634 0.037373129585667041 -0.011339049830066367 -0.020186115926345446 -0.028533348931243159 0.018988714173401641 -0.023242985604761363 -0.020393114403316984 0.020667992711013432 0.020297701951601365 -0.015949844723417071 0.017524805146740586 0.0044477439035888666 -0.013212286615506632 -0.010773692838479629 0.030356138789202611 -0.0040160887292538536 0.013983482838005056 -0.012287584167126516 0.025180972621674992 0.010908917591023977 0.022236978259031051 0.036513951451552333 -0.014018154076557071 0.0023535527815221747 -0.0034829655809482584 0.015529626857173316 -0.014197014012756333 0.0033764625912304923 leaf_weight=134.43658004701138 159.45678444206715 10.716468960046766 200.18313837051392 267.57750184834003 13.096902176737784 197.58135578036308 67.271252363920212 70.218877464532852 13.681428015232084 244.73937943577766 20.06050243973732 100.0851491689682 118.8802305907011 34.040302842855453 264.39192870259285 79.582186639308929 11.768099635839464 17.556643694639206 14.786647930741308 12.074203312397001 17.070685833692551 74.302796125411987 19.583625301718712 13.139723271131517 37.554440185427666 14.156559482216833 164.84944118559361 24.065343976020813 24.951251655817032 152.29153189063072 leaf_count=621 647 43 1011 1144 55 1049 271 329 55 1048 82 486 490 147 1193 346 50 75 65 50 69 305 80 54 157 58 672 98 115 616 internal_value=6.81192e-05 -0.00825481 0.0215975 -0.00291365 -7.12777e-05 -0.0176732 0.00556097 -0.0124717 -0.00545445 0.0155601 -0.00925973 -0.0243024 0.0110687 -0.0134922 -0.0111979 -0.0120586 -0.00523997 0.00977758 -0.0163221 0.0080542 0.00317015 0.00400885 0.00296924 0.00181908 0.000278217 0.0187975 0.00231795 -0.001061 -0.00371093 0.0014171 internal_weight=2594.15 1870.89 723.26 1193.86 910.776 677.034 445.091 379.368 465.685 523.076 299.712 297.667 278.337 368.651 298.432 283.081 108.907 29.3247 174.174 32.1347 377.82 364.723 347.652 328.068 300.772 27.2963 263.218 188.915 39.7379 165.973 internal_count=11481 8285 3196 5038 3766 3247 1819 1712 1947 2185 1276 1535 1137 1669 1340 1272 471 125 801 132 1548 1493 1424 1344 1232 112 1075 770 180 671 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=0 2 0 24 14 27 1 5 14 15 19 17 7 5 13 19 21 24 5 2 10 15 2 10 7 18 6 11 28 28 split_gain=489.119 99.6215 75.0938 25.1493 24.785 21.6541 14.2584 13.0065 12.5266 11.4305 11.2032 11.1188 13.2587 8.88422 8.83121 8.70148 9.60742 8.14542 8.35106 7.94407 7.75849 8.28507 7.73158 8.91303 7.46081 7.24257 7.84329 7.03847 7.02588 7.97977 threshold=48.500000000000007 98141.367187500015 84.500000000000014 2.4403777122497563 1.6763248443603518 4.0066041946411142 -21.499999999999996 70.416667938232436 29.478786468505863 0.091966174542903914 15054.169921875002 15066.079589843752 10.958333492279055 32.166666030883796 -0.59166666865348805 18404.718750000004 35675.931640625007 0.29263226687908178 6.8333332538604745 2534.7653808593755 11.323723793029787 0.89181286096572887 3267.404174804688 5.9515972137451181 1.5227272510528567 29411.601562500004 15.072023868560793 2.4166666269302373 20.968221664428714 7.3768191337585458 decision_type=2 2 2 2 2 2 2 2 2 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 6 13 10 -3 19 11 24 22 20 -13 -1 -8 -12 -17 -16 27 -2 -7 -22 23 -6 -5 28 -27 -19 29 -14 right_child=2 3 -4 9 5 8 14 -9 -10 -11 15 12 25 -15 17 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.013719993773743029 -0.0028170231907129026 0.021966056404558721 0.036892735966986522 -0.016017954248710543 0.002213785821479298 -0.016971137098851462 -0.023953851571362216 0.024245819983743623 0.023552724815536261 -0.015575590478769922 0.024877998450203321 -0.0099217686260967327 0.0057164070765128071 -0.0030773827687853605 0.0013497883963740779 0.00063425181116546266 0.014946973498933838 -0.011513584882896903 -0.021274568920853134 0.01380063880431138 0.017958857958900201 -0.011890750763120773 -0.0031061690761946498 0.032116431514570463 -0.030934912790715776 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threshold=49.166666030883796 12.833333492279055 3.7636001110076909 0.89181286096572887 2.2343137264251713 7.4315552711486825 10.989895820617678 37.488883972167976 -9.1666665077209455 25.416666984558109 2.5811814069747929 7046.3393554687509 50.522727966308601 25259.030273437504 1.8845142722129824 15054.169921875002 0.73119062185287487 4.2462089061737069 5.0357143878936776 3.3557386398315434 98141.367187500015 13.833333492279055 0.30986197292804724 20059.620117187504 10.703829765319826 32730.866210937504 31650.875000000004 1152.609802246094 7.9712994098663339 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 5 9 6 8 14 -1 20 -11 -10 13 -4 15 -6 -7 -2 19 -19 21 -3 -22 24 -16 26 -23 -12 29 -29 right_child=2 4 12 -5 7 16 -8 -9 11 10 27 -13 -14 -15 23 -17 -18 18 -20 -21 22 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.015174699671002548 0.01180151864637809 0.0096653084556328414 -0.0032641853684115432 -0.0084792664420214655 0.0026289360540108189 -0.01556487438530987 0.011928576037118671 0.030021682190135606 -0.02167898376858662 -0.00472160913649812 0.02338620192405844 -0.0040286344807791679 0.03648484156277159 0.035987069148991059 -0.013142512134225374 0.025825411239582822 -0.02985561042087178 0.032092915784000475 0.0057725660264832572 0.0038024324370768106 -0.0033757934288780492 -0.010150801213777956 -0.024810683819583058 0.0036491716265533514 0.014998778128200895 0.001696408312764675 -0.031862755858790032 -0.021131373411081008 0.013128118646817026 0.011951417709619754 leaf_weight=11.206022709608076 284.26072955131531 36.679642081260681 13.714035987854006 295.41265311837196 46.518760994076729 60.732879459857941 20.759652882814407 18.817626401782036 203.44354248046875 304.5867635756731 21.617994517087936 39.178813233971596 212.73903615772724 13.308357238769529 55.983107253909111 36.537798270583153 157.68691274523735 76.187362521886826 29.492481335997581 16.562433540821075 29.930312842130661 150.76881250739098 56.936268791556358 208.85717608034611 12.487739339470862 46.789009645581245 14.748611390590666 23.061566650867462 46.38951550424099 24.472039774060249 leaf_count=45 1180 154 59 1319 188 308 96 83 1020 1265 89 179 1092 57 235 149 848 329 128 71 131 655 259 844 51 196 66 95 190 100 internal_value=6.47047e-05 -0.00731057 0.0220172 -0.0156118 -0.00154514 -0.0198856 -0.0151158 0.00486425 -0.0173276 -0.0047601 -0.00123395 -0.0188288 0.0341836 0.0160668 0.00355064 0.0128334 -0.025882 0.0148412 0.0219098 0.0270411 -0.00917107 -0.00629137 -0.0174252 0.00077056 -0.00801009 -0.00904816 -0.0120855 0.00796013 0.00440956 -0.00409914 internal_weight=2569.87 1923.6 646.264 788.42 1135.18 493.008 274.588 379.202 253.828 755.981 420.128 242.622 239.761 27.0224 360.385 83.0566 218.42 406.503 122.242 92.7498 335.853 248.986 86.8666 277.328 68.4708 212.306 165.517 115.541 93.9231 47.5336 internal_count=11481 8565 2916 3815 4750 2496 1340 1550 1244 3200 1739 1199 1208 116 1467 337 1156 1708 528 400 1461 1071 390 1130 286 917 721 474 385 195 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=0 2 0 9 24 17 0 13 13 10 11 5 16 15 15 12 2 16 18 16 20 20 17 17 28 17 27 15 24 16 split_gain=438.827 100.47 62.3783 33.0897 23.6322 21.1131 18.9479 15.1186 14.3659 10.6642 10.0771 9.61691 8.75014 8.24091 8.19734 9.01283 8.68152 8.17375 7.76749 7.72319 7.66142 7.61473 7.47617 9.58326 7.2076 7.19504 7.15367 6.99901 7.86495 6.82539 threshold=51.500000000000007 98141.367187500015 84.500000000000014 12.979166507720949 0.79168325662612926 15066.079589843752 38.500000000000007 -1.0000000180025095e-35 13.071428775787355 11.414070606231691 -9.833333492279051 70.416667938232436 26.579127311706547 0.46737588942050939 0.95553359389305126 5.7298717498779306 58123.742187500007 14.500308036804201 11053.933593750002 6.8114354610443124 23258.301757812504 1.0000000180025095e-35 83430.757812500015 20810.438476562504 5.2690021991729745 59796.542968750007 4.0066041946411142 -0.18677325546741483 0.29263226687908178 1.1165229678153994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 14 10 6 9 21 12 26 -3 17 22 -11 16 20 -1 -2 -19 -17 25 -6 23 -7 -18 -16 29 -12 -29 -5 right_child=2 4 -4 5 7 8 -8 -9 -10 13 27 -13 -14 -15 15 19 24 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.018979407094740473 0.010304906865701402 0.018105726109890311 0.036006735370212407 -0.020965169314185551 -0.034734727525580211 0.0093676236353886135 0.0031062272590042495 -0.016715510468986713 0.018076913488997655 0.019483730618561765 -0.021196926986920776 0.023228935604458528 0.026469077073843775 -0.011906363298773362 0.0014577389072211698 0.027782188600177001 0.016705002723130222 0.025479416008179091 0.0025971642796514126 -0.0032523364515761196 -0.031711939137909255 -0.020498226841241588 0.019743955143677536 -0.0017391126963856214 -0.011326402262190827 -0.019004201069214164 -0.017165078959308751 0.0039661245231017031 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0.00922005 -0.0100893 -0.0293507 0.00213077 0.001138 -0.00292081 -0.00605269 -0.0105812 -0.0115315 -0.00935307 -0.00689956 internal_weight=2557.85 1919.05 638.799 1256.13 662.923 975.747 511.121 353.066 464.626 297.735 309.857 448.766 398.569 32.1236 280.379 109.023 171.356 339.237 85.3379 30.0235 78.9998 143.789 384.799 364.267 39.3222 66.5719 265.612 299.162 244.137 170.352 internal_count=11481 8564 2917 5313 3251 4038 2138 1858 1900 1276 1393 1906 1633 132 1275 474 801 1415 363 128 346 799 1577 1493 180 291 1144 1350 1090 731 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=5 5 5 20 24 14 13 1 24 9 10 2 10 19 12 8 6 18 15 16 28 20 10 14 13 2 16 15 28 15 split_gain=388.02 95.8317 58.4835 42.9363 20.1886 19.6094 17.8241 17.0641 15.598 13.8195 11.8805 10.4582 10.1238 9.73239 9.42867 12.154 8.29478 9.28494 8.12962 8.70388 15.5067 8.0935 7.34243 9.00383 11.0902 8.41228 7.63083 6.90776 7.06858 6.25596 threshold=49.166666030883796 20.833333015441898 83.833332061767592 688.42553710937511 0.098151575773954405 2.2573111057281499 -1.0000000180025095e-35 13.500000000000002 7.4315552711486825 32.341665267944343 15.894683361053469 14401.473144531252 10.989895820617678 8243.5297851562518 6.0552382469177255 1.8326444029808047 0.85355338454246532 75.073013305664077 -0.12660256773233411 4.309354543685914 0.30041037499904638 40239.332031250007 1.687386214733124 1.6151115298271181 1.6515151262283327 16394.458007812504 3.3680888414382939 0.40724815428256994 22.480488777160648 0.30860807001590734 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 -2 16 -1 8 12 21 11 -11 22 14 15 -6 -3 -18 -19 20 -20 -7 23 25 -25 -5 -24 -10 -29 -15 right_child=2 5 -4 7 13 9 -8 -9 27 10 -12 -13 -14 29 -16 -17 17 18 19 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31 leaf_value=-0.031839030083384075 0.0086296489761942905 -0.011132254057503427 0.036548682419399917 0.0098988241265602177 0.030800287962489056 0.0013261754862527273 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20.374587938189507 35.262313947081566 55.817165866494179 394.19105091691017 13.438043475151064 15.506914287805555 118.71400727331638 leaf_count=595 893 535 850 68 72 1202 1076 223 398 471 150 430 149 190 95 242 50 57 256 92 93 79 325 91 144 257 1755 60 69 538 internal_value=0.000157664 -0.00652621 0.0206167 -0.0123003 0.0153632 0.00123365 -0.0216107 -0.00853969 -0.00973899 0.00435675 0.00949207 0.00691804 -0.00793262 0.0210691 0.0134947 0.00843041 -0.00564731 -0.000338544 0.00216815 0.00498829 0.00943354 6.90751e-05 -0.00884661 -0.00245893 0.00659206 -0.00949997 -0.0105948 -0.0203526 -0.00784621 0.0255865 internal_weight=2553.77 1924.91 628.859 1103.67 472.915 821.243 317.537 786.132 732.222 564.865 257.027 221.714 625.726 255.992 95.6365 74.1918 256.378 130.281 118.657 105.101 83.0761 307.839 591.776 127.156 55.6369 71.5191 464.62 106.496 28.945 160.355 internal_count=11505 8625 2880 5210 2030 3415 1671 3539 3316 2332 1051 901 2789 1137 409 314 1083 548 498 441 349 1281 2640 560 235 325 2080 527 129 728 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=0 0 18 9 0 15 10 5 23 14 22 6 28 26 12 28 15 20 22 27 27 6 10 14 13 22 14 10 11 10 split_gain=369.968 106.812 54.7528 20.2229 18.7267 13.7319 13.6755 13.2336 12.0175 12.0994 11.1361 10.281 9.08792 8.35344 8.33395 7.79162 7.7753 8.06211 7.51992 7.44374 7.25355 9.11923 8.55744 7.06819 7.03049 6.9313 12.4995 10.8067 9.16293 6.75736 threshold=35.500000000000007 70.500000000000014 114.09746170043947 12.979166507720949 88.500000000000014 0.080540537834167494 18.714653968811039 51.833333969116218 20.639166831970218 1.1661242842674258 26709.026367187504 3.0275251865386967 0.29096725583076483 1.8754265904426577 53.054212570190437 0.16872002929449084 1.6282894611358645 44553.652343750007 363.76957702636724 72.674236297607436 7.1430416107177743 1.0773502588272097 9.2361264228820819 17.199156761169437 7.7638888359069833 22710.232421875004 5.4851727485656747 4.978015899658204 1.0000000180025095e-35 2.0007307529449467 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 5 25 15 10 8 16 9 12 19 23 -5 -7 -6 -3 20 18 -18 -1 21 22 -2 -9 -17 27 -27 -4 -28 -20 right_child=1 4 3 6 14 13 -8 11 -10 -11 -12 -13 -14 -15 -16 24 17 -19 29 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.028692984686897821 -0.00463483365329869 -0.0028587076449570342 -0.0099234460171315573 -0.020378781782633193 0.038377629696949224 -0.0014295147550061659 0.022056241341261256 0.0088877066782035268 -0.029656114009693282 -0.00077814680444374259 0.00033237326766053676 0.02851518707294403 0.00010474496438831524 -0.016697723266988457 0.012004846828047762 0.026880792596153859 -0.0085624740757010206 -0.013912363950633293 0.031102144782891913 -0.013217802768192684 -0.0183059306311796 0.0098229507639199225 0.018543929628491353 0.024993286204438071 0.010983854637008949 -0.026857092947386932 -0.02548112442949323 0.010461194712524727 0.0036896405047159987 0.010849346022095949 leaf_weight=164.48900723457336 133.37149599194527 10.928718835115431 381.69828516244888 54.247996777296066 140.0749706029892 44.005903005599976 19.958568543195724 215.14688548445702 15.048009678721426 513.30441808700562 15.513525888323782 33.231761619448662 30.428074806928635 120.72348271310329 11.683527424931524 114.36658135056496 15.974060028791426 12.555995374917982 16.662878423929214 33.706984028220177 16.169994756579399 92.976583167910576 16.061627686023712 27.679527804255486 32.056044444441795 56.299427375197411 14.220949068665503 24.935080304741859 30.425868600606918 134.56225061416626 leaf_count=922 541 48 1747 241 780 198 83 891 72 2145 79 144 132 609 62 536 65 51 68 177 66 376 65 119 151 272 71 111 135 548 internal_value=0.000153692 0.0140951 -0.00924001 -0.00595919 0.0288283 -0.019128 -0.00238204 0.00772021 -0.00317769 -0.00251136 -0.0241452 0.0128653 -0.0130181 -0.012619 0.0363473 0.0215767 0.00447989 0.00927207 0.0110131 -0.0260611 0.00114854 0.00244625 -0.00214349 0.0107236 0.0234005 -0.0104202 -0.0174563 -0.00867344 -0.00560186 0.0130809 internal_weight=2542.51 1023.5 1519.01 1140.57 309.11 378.439 632.987 714.393 613.028 597.98 213.71 276.058 84.6761 164.729 151.758 157.351 438.335 179.755 167.199 198.196 258.58 242.41 149.433 242.826 146.423 507.58 100.946 406.633 44.6468 151.225 internal_count=11505 4511 6994 5009 1577 1985 2673 2934 2590 2518 1178 1154 373 807 842 735 1780 732 681 1099 1048 982 606 1010 687 2336 478 1858 206 616 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=0 0 18 9 0 16 15 5 10 23 22 6 12 8 28 15 20 22 27 0 27 6 10 13 2 28 26 27 16 14 split_gain=349.83 103.248 52.4681 19.1638 18.6861 14.1458 13.3382 12.5313 11.7106 12.4656 10.7905 9.82652 8.2281 8.08848 7.94177 7.32387 7.58961 7.0821 6.93754 6.88363 6.83542 8.57888 8.04969 6.8098 6.7492 7.38575 7.35058 6.82174 6.90302 6.73803 threshold=35.500000000000007 70.500000000000014 114.09746170043947 12.979166507720949 88.500000000000014 1.0698153376579287 0.080540537834167494 51.833333969116218 18.714653968811039 20.639166831970218 28502.013671875004 3.0275251865386967 53.054212570190437 1.4182198643684389 0.16468044370412829 1.6282894611358645 44553.652343750007 363.76957702636724 72.674236297607436 14.500000000000002 7.1430416107177743 1.0773502588272097 9.0317611694335955 7.7638888359069833 16220.449707031252 20.968221664428714 9.0119056701660174 4.0066041946411142 8.560859680175783 17.199156761169437 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 6 -4 14 -5 10 15 9 24 18 29 -6 -8 -3 20 17 -17 19 -1 21 22 -2 -16 27 26 -26 -7 -29 -9 right_child=1 4 3 5 12 8 13 11 -10 -11 -12 -13 -14 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.030918908484983486 -0.0045796539088472782 -0.0038307554230497544 -0.01014755421954148 -0.020683612817219688 0.03801263574682847 -0.00056790350923743653 -0.0045996285073703659 0.0086341528998720597 0.021352727294307327 -0.029106204205362932 0.0043546978449745758 0.02787980157115379 0.011715076849063016 -0.01807399178022067 0.026384010508406483 -0.0083079015362389919 -0.013485806381971319 0.012699419033003168 -0.012904281739228595 -0.015616388087885832 -0.017789245438251264 0.009526705370772404 0.017317801309432848 0.010699335832009427 0.0015693271484105342 0.021108464344131352 -0.020879220377076485 -0.014475029963368802 0.0042688753978633179 0.024406473504978057 leaf_weight=132.89542843401432 132.34292916953564 10.708194106817244 505.62894470989704 35.600579097867012 137.22054736316204 137.30647993087769 70.061186820268631 214.82595811784267 19.997056394815445 14.874981597065924 11.64190064370632 32.973383292555809 11.614403307437895 93.743774726986885 113.44802711904049 15.969700261950491 12.564415320754049 151.09800411760807 33.49342505633831 33.032672613859177 16.140901938080788 92.991536304354668 17.056173652410507 31.923271715641022 285.81795486807823 16.578783929347992 13.759644180536268 86.261122837662697 22.242965176701546 27.497463703155518 leaf_count=790 537 47 2336 158 780 590 343 891 83 72 60 144 62 464 537 65 51 616 177 151 66 376 69 151 1175 67 58 376 94 119 internal_value=0.00014988 0.0137434 -0.0090001 -0.00579373 0.0283553 -0.00231289 -0.0187344 0.00749873 -0.0012171 -0.00199952 -0.0237196 0.0125147 0.0359605 -0.0123109 0.021103 0.00434723 0.00900029 0.0106914 -0.0253586 -0.0278725 0.00111421 0.002373 -0.00207973 0.0229397 -0.00128202 0.00161693 0.000538262 -0.00501059 -0.0106326 0.0104239 internal_weight=2531.31 1018.37 1512.94 1138.07 304.914 632.44 374.868 713.46 596.839 576.842 211.063 275.297 148.835 163.805 156.079 438.164 179.632 167.068 199.422 165.928 258.532 242.391 149.399 145.371 561.967 316.156 299.578 245.811 108.504 242.323 internal_count=11505 4511 6994 5009 1577 2673 1985 2934 2515 2432 1178 1154 842 807 735 1780 732 681 1118 941 1048 982 606 688 2360 1300 1233 1060 470 1010 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=5 5 23 18 14 24 1 15 9 10 2 24 14 26 8 19 6 22 22 22 6 8 21 23 9 22 15 11 24 25 split_gain=331.029 81.9772 57.6877 36.8425 16.2151 15.4834 14.6542 13.2117 11.6025 10.5393 9.98934 9.88623 11.3737 11.3466 9.78886 8.7202 8.16716 8.76432 8.16212 10.1428 8.08026 10.3204 7.86061 8.70324 7.60541 9.64489 7.56161 7.48365 8.8151 7.50919 threshold=49.166666030883796 21.166666984558109 5.1291666030883798 363.20814514160162 2.2573111057281499 0.098151575773954405 13.500000000000002 0.41885964572429663 32.341665267944343 15.894683361053469 14401.473144531252 7.4315552711486825 8.3880777359008807 4.5366950035095224 1.474529027938843 8243.5297851562518 0.85355338454246532 148.03936004638675 22710.232421875004 29593.399414062504 2.9433757066726689 1.8326444029808047 71561.738281250015 20.710499763488773 1.6711711287498476 24995.232421875004 0.30860807001590734 -1.0000000180025095e-35 0.06639528647065164 1.5908333063125613 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 7 16 -2 11 24 -6 10 -10 12 18 -14 -9 20 17 -3 -5 -20 21 -7 23 -13 -1 -26 -17 29 -29 -18 right_child=2 4 -4 6 8 15 -8 14 9 -11 -12 22 13 -15 -16 26 27 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.011580188690581136 0.0079006973809984584 0.011921006252469165 0.034378331268964279 -0.0075735904824581193 9.2357418686908802e-05 0.027512785977608912 0.0069568173019145096 0.003891524103318114 0.00033714096865083753 0.024203685755751436 0.013100778015723005 -0.0061399716169892784 -0.0070007828200109243 0.023297713967851168 -0.01765809260538816 0.035313422315336788 0.0071942527138450221 -0.013276694456669237 -0.032953951014217317 -0.0036981096077188668 0.027104053799065126 0.00041125874248977654 -0.006658666555587946 -0.032306163819133975 -0.027067765918168792 -0.0058098712464232233 0.019564230196413481 -0.010223059869613433 0.010921552607517695 -0.020572075705279524 leaf_weight=45.915053203701973 215.46740333735943 13.98338535428047 166.44587008655071 522.94341704249382 294.750105291605 16.584583833813667 57.162447243928909 32.638006150722504 115.91990239918232 34.666349336504936 105.33156728744507 15.922212585806845 23.908100187778473 20.803800016641617 45.30568066239357 37.657926678657532 13.560925766825674 111.3575004786253 26.117290988564491 18.026891306042671 23.750971376895905 53.248285859823227 33.821428596973419 40.643882259726524 198.13153663277626 21.270963087677956 101.09167397022247 24.486766636371613 64.448419779539108 24.791377291083336 leaf_count=242 891 58 953 2339 1228 72 236 154 471 149 429 73 98 88 224 175 55 477 122 85 106 227 164 210 1131 111 456 99 274 108 internal_value=0.000146197 -0.00602631 0.0192985 -0.0113369 0.00126307 0.0136933 -0.00764988 -0.0194932 0.00415002 0.00882338 0.00641355 -0.00883896 -0.00747073 0.00709667 -0.00863444 0.0190655 -0.00502978 -0.0104656 -0.00861929 -0.0210069 0.0119885 0.00684759 -0.0181 -0.0249409 -0.0226833 -0.0250068 0.0238387 0.000322874 0.00509975 -0.0107542 internal_weight=2520.15 1905.91 614.247 1102.61 803.296 447.801 759.349 343.261 550.668 255.918 221.251 702.187 611.799 44.7119 77.9437 232.333 252.628 125.341 567.088 44.1442 93.5838 69.8329 90.3875 56.5661 265.318 219.402 138.75 127.287 88.9352 38.3523 internal_count=11505 8625 2880 5277 3348 1927 3415 1862 2277 1049 900 3179 2732 186 378 1036 1071 535 2546 207 405 299 447 283 1484 1242 631 536 373 163 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=7 23 18 9 27 15 16 28 23 16 14 16 21 8 1 15 13 19 5 11 20 11 16 10 18 6 6 9 22 17 split_gain=313.934 80.2051 61.5303 31.3481 20.9856 15.8093 14.6593 14.0969 12.7627 14.3185 9.19252 11.4474 8.93047 8.35797 8.30548 8.21272 9.14499 7.32515 8.49306 7.1111 8.41335 7.06183 7.04258 7.0414 6.40544 6.3534 5.8948 12.0235 8.65885 7.31505 threshold=40.541666030883796 5.1291666030883798 83.719577789306655 13.274305343627931 1.4100526571273806 0.33687943220138555 1.0698153376579287 4.5503673553466806 20.710499763488773 20.775485038757328 2.1941725015640263 1.2586303353309634 50716.966796875007 0.56253641843795787 33.500000000000007 0.98958334326744091 -5.0833332538604727 3243.814575195313 47.166666030883796 -1.0000000180025095e-35 0.0008635785197839142 -2.1666666269302364 6.215008258819581 3.7335335016250615 31439.084960937504 2.9433757066726689 4.8293492794036874 9.3509964942932147 22710.232421875004 69692.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 15 10 13 -5 -7 9 14 11 -2 25 -1 -8 16 -4 -12 -19 20 -15 -22 23 -14 -11 -6 28 -28 29 -17 right_child=1 -3 3 6 12 7 8 -9 -10 24 17 -13 22 19 -16 26 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0057746649606530949 0.0097503298084726676 0.033954533105554463 0.0072343427118368416 -0.017600630288055714 0.011105429703100514 0.00834327592488519 -0.0003001000373399248 -0.015468250460812868 -0.020596141153980459 0.025433215447420644 -0.0010401291345121695 -0.010986096422026307 0.026250543343234765 -0.032111530459959584 0.017195312628052701 0.0026224306992464405 -0.015399534009301948 0.00069686699582762065 0.021103982000005597 -0.017580787713964013 -0.036903734258705127 -0.0063894621735259526 0.034239967911832897 -0.0033293935534955054 -0.00022327014250431162 0.022615454001180573 0.022395399659525007 -0.01408874207877947 -0.03198304185765069 -0.0093845422627194513 leaf_weight=27.749794229865074 38.711165010929108 173.97789461910725 17.324292033910751 41.749669760465622 256.43247023224831 33.652694374322891 685.00324957072735 66.780657827854156 24.647526487708092 30.815521195530891 42.580461770296097 62.875073194503784 18.345337703824047 101.26194679737091 25.323548689484596 59.69696931540966 221.1997399777174 27.571924284100533 54.903802469372749 113.04136519134045 9.4519075155258161 24.567459464073181 35.664151683449745 11.967700526118277 12.235071554780005 51.896392196416855 17.782001718878746 14.976336449384688 12.660710409283636 194.29308661818504 leaf_count=147 156 1002 72 185 1091 148 2864 332 114 127 173 254 84 605 105 257 1079 111 233 610 52 127 164 53 50 231 77 64 57 881 internal_value=0.000142513 0.016017 -0.00695092 -0.00397517 0.0108239 -0.0176817 -0.000282494 -0.00748961 0.000646816 0.0013418 0.0036194 -0.00308413 0.0151863 -0.0213895 0.000323621 -0.00960256 -0.0137556 0.00906483 0.0142818 -0.0231345 -0.0277752 -0.0148675 0.0252037 0.0145723 0.0181416 0.0130427 -0.00629403 0.00571571 -0.00776945 -0.00656246 internal_weight=2509.14 774.926 1734.21 1357.71 600.948 376.506 819.775 100.433 778.025 753.377 226.642 101.586 374.306 276.072 710.327 537.933 238.524 125.056 82.4757 248.323 135.281 34.0194 65.9772 30.313 43.0506 308.329 299.409 32.7583 266.651 253.99 internal_count=11505 3552 7953 5932 2550 2021 3445 480 3260 3146 927 410 1623 1541 2969 2487 1151 517 344 1394 784 179 301 137 177 1322 1336 141 1195 1138 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=7 25 18 9 14 26 0 20 0 22 20 16 2 11 22 21 16 26 26 24 10 20 19 18 5 22 21 21 26 14 split_gain=309.303 83.4528 50.2827 22.2953 13.8282 11.6924 11.4396 11.2599 12.2199 11.189 11.0437 10.9762 9.23391 8.52433 7.47358 7.15537 7.10175 7.78906 7.07972 7.02192 10.456 6.86623 7.87485 7.98883 6.73456 12.4816 7.07555 6.43018 6.4066 6.17908 threshold=40.541666030883796 3.8740416765213017 78.350475311279311 13.274305343627931 3.6011362075805669 0.86348682641983043 62.500000000000007 469.65472412109381 34.500000000000007 20124.336914062504 4529.4387207031259 3.4707715511322026 3365.477905273438 -0.41666667163372034 2187.5244140625005 18000.537109375004 5.472008705139161 14.251594543457033 0.081498786807060256 8.3342347145080584 11.932812690734865 541.49893188476574 13909.622558593752 15215.692382812502 60.166666030883796 12417.567871093752 3406.4633789062505 14209.377929687502 1.2855315804481509 11.501777648925783 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 9 -2 11 -3 18 19 14 12 -1 -10 -7 -4 -14 -11 -18 -5 20 21 -9 -23 -24 25 26 -6 -22 -8 -15 right_child=1 6 3 7 24 13 28 8 10 16 -12 -13 15 29 -16 -17 17 -19 -20 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.013011993841399413 0.0062923598014701567 0.0079194093871987753 -0.026639659698108453 0.0016102238580683631 0.0013153592356438444 -0.027861052218326646 0.020946115652607577 0.017901437898124328 0.036128730654998817 -0.023642502029446399 -0.00066227487773814174 0.016672455820954384 0.0030294379358514257 -0.01743588764944393 -0.0060323342050950654 0.020722095213175293 0.0091985105295270941 -0.016153662995194953 -0.015217594814454659 -0.016962639290541627 -0.0036575818873838214 -0.0098929642477094595 0.0002840490728117456 -0.021728423768580467 0.022791496289305362 -0.0078956273254907235 0.021142175320820078 0.021264593547199413 0.036160032786797101 0.0059358073948316235 leaf_weight=36.792474746704102 371.5076889693737 16.615208670496941 16.494424447417259 31.790720865130424 21.099043056368828 77.273090437054634 29.354863792657852 13.708508953452109 13.752610698342322 67.937524363398552 103.31369778513908 16.123687192797661 54.662317305803299 224.50067467987537 398.61459670960903 32.987758472561836 15.123308718204497 39.119309484958649 77.002371340990067 28.363452777266502 14.122763767838476 127.14256156980991 270.83145859837532 15.698526084423063 80.697510287165642 23.731507450342178 69.75692293047905 27.383206158876419 164.54616017639637 10.664516046643255 leaf_count=173 1540 70 79 136 87 462 157 60 56 337 423 72 224 1235 1830 135 68 184 337 130 58 548 1119 68 374 100 296 112 962 51 internal_value=-1.54348e-05 0.0156804 -0.00713606 -0.00446057 0.00968973 -0.0170079 0.0318096 -0.00131982 7.20017e-05 -0.00919989 0.0062409 -0.00396707 0.0132742 -0.0192165 -0.00685117 0.0096882 -0.0171797 -0.00908526 -0.0103003 -0.00246771 -0.0015909 -0.00298701 -0.00367922 -0.00092198 0.0161528 0.0114776 0.0165379 0.0127846 0.0338568 -0.016376 internal_weight=2490.71 777.309 1713.4 1348.05 566.793 365.354 210.516 810.76 701.967 537.289 204.716 52.9162 101.403 312.438 415.109 87.6501 122.18 54.2426 108.793 497.25 468.887 427.381 413.673 286.53 195.285 114.587 90.856 41.506 193.901 235.165 internal_count=11483 3586 7897 5904 2397 1993 1189 3406 2933 2498 838 245 415 1748 1909 359 589 252 473 2095 1965 1795 1735 1187 857 483 383 170 1119 1286 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=0 0 5 20 13 24 14 17 22 9 10 14 26 25 25 15 23 15 28 16 1 18 9 17 21 18 5 18 17 22 split_gain=291.98 68.9123 56.124 34.3383 14.6952 13.8288 11.5799 11.8867 16.708 10.7757 9.71188 9.67793 14.8701 8.62178 8.20159 7.837 7.70635 7.65346 7.01391 6.71042 6.69236 6.61723 9.02012 6.86771 6.49294 7.43568 7.07629 6.34267 6.61313 6.25229 threshold=47.500000000000007 78.500000000000014 20.833333015441898 688.42553710937511 -1.0000000180025095e-35 7.4315552711486825 1.4446866512298586 64117.142578125007 7209.0766601562509 39.520833969116218 10.989895820617678 2.2573111057281499 0.10803091898560525 9.8037085533142108 19.559332847595218 1.8024389743804934 7.5858333110809335 1.4868686795234682 22.480488777160648 6.5181143283844003 2.5000000000000004 4321.4455566406259 32.906250000000007 40033.527343750007 3265.2009277343755 78.350475311279311 53.833333969116218 166.71443176269534 15455.573730468752 148.03936004638675 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 -1 10 -2 8 24 -3 20 29 -13 -12 18 -7 -11 -6 21 -10 -5 -14 23 -23 25 -8 -26 -28 -29 -4 right_child=1 9 11 5 17 15 7 -9 19 16 13 12 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.029170627741838016 0.0014751793492954724 -0.0041963949180411943 0.011055190571749991 -0.0079572107444147513 -0.016668787257606565 -0.020913188982830792 0.027074425095706227 0.028651625102397566 -0.014820574250369048 0.024152295523540753 -0.0029896592250001179 0.019126141621753499 -0.0010898561601265344 0.026478170008071594 -0.022616300320130966 -0.0028788448255914613 0.036172501257705762 0.0040185098254110051 0.019022455114025179 0.004544333056003283 0.00067563604524483139 0.013406856194390422 0.02335474818522711 -0.0098569408727240976 0.027043219223764271 0.00077646516895445833 0.034372158406814082 0.0067793172956279639 0.022718723386718081 -0.0064602888825488541 leaf_weight=94.893569424748421 108.03169737756252 7.7540465742349616 20.07421088218689 515.91130809485912 187.62574023008347 93.421958610415459 12.358420565724371 37.477656617760658 19.940435916185379 75.224808648228645 21.484487876296043 44.020237237215042 330.80049192905426 15.299489974975584 13.026735112071036 28.242788225412369 132.65059044957161 17.605310797691345 19.716679722070694 83.73083084821701 95.83137845993042 21.50828655064106 25.345235526561737 24.350765600800514 55.156306907534599 44.590242594480515 12.447469383478163 74.863684296607971 34.095588192343712 212.50830560922623 leaf_count=602 444 38 84 2352 999 491 51 174 83 393 94 179 1368 68 54 121 815 81 83 354 411 88 103 101 232 183 53 326 150 908 internal_value=-1.48273e-05 0.0164273 -0.0064593 -0.0108001 -0.0194081 -0.00744575 0.0101285 0.0126236 0.0108421 0.0305274 -0.00570462 7.19485e-05 0.00251086 0.00926684 0.000828489 -0.0167268 0.0318227 -0.0148942 0.00155269 0.00081963 -0.00660485 0.000695865 0.00899196 0.00105398 0.0152918 0.00648338 0.0181328 0.0140847 0.0117671 -0.00494853 internal_weight=2479.99 698.322 1781.67 1070.32 300.125 770.191 482.692 374.661 337.183 215.629 648.527 711.351 478.768 36.784 434.748 121.665 207.875 205.231 421.721 103.671 611.743 402.005 71.2043 45.8591 233.512 56.9487 176.563 121.407 108.959 232.583 internal_count=11483 3296 8187 5219 1682 3537 2050 1606 1432 1246 2925 2968 1976 162 1797 612 1208 1080 1743 437 2763 1660 292 189 995 234 761 529 476 992 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=7 25 18 9 15 26 22 14 0 22 20 0 20 2 8 14 22 16 26 14 21 26 26 24 27 20 19 5 22 15 split_gain=277.879 79.4895 45.9699 20.1819 12.9934 14.0289 13.1985 12.5774 11.056 10.6716 10.4839 11.0242 10.407 8.50825 8.01764 10.5897 7.13629 6.83785 7.27903 6.81344 6.72059 6.57606 6.46059 6.40208 10.7157 6.39357 7.11292 6.37716 11.5843 7.51003 threshold=40.541666030883796 3.8740416765213017 78.350475311279311 13.274305343627931 0.10471491143107416 0.86348682641983043 28502.013671875004 3.6011362075805669 62.500000000000007 20124.336914062504 469.65472412109381 34.500000000000007 4529.4387207031259 3365.477905273438 1.4182198643684389 11.641648769378664 2187.5244140625005 5.472008705139161 14.251594543457033 4.4704413414001474 18000.537109375004 0.081498786807060256 1.2855315804481509 8.3342347145080584 11.076842308044435 541.49893188476574 13909.622558593752 60.166666030883796 12417.567871093752 4.0250000953674325 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 4 9 6 -6 -1 -2 -3 16 21 23 13 -13 -7 19 -4 -11 -19 -16 -15 -5 -10 24 25 -12 -27 28 -9 -29 right_child=1 8 3 10 5 14 -8 27 22 17 11 12 -14 20 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.023024079814379188 0.005936599428682539 0.0075554282635252644 -0.025941521514692548 0.0015480885058007255 0.013426546576336492 -0.0045044593146274479 0.010641336239600448 0.01572860850016241 0.020026053874769963 -0.022997480688244382 0.01748601641426201 0.034787315118488739 -0.00073490358107972716 0.0029108286609412183 -0.018747033099813307 0.0080559964376327592 -0.0056598645896703062 0.0090019942878478976 -0.015531484399206364 -0.041643738231969964 0.020071233742517451 -0.014687233401671792 0.035502888107220867 -0.016224972934196641 0.01603686600387097 -0.0089541062559333386 -0.00063774518090375975 0.028936370215559698 -0.0078212121541443302 0.0098143230272442032 leaf_weight=195.33385992050171 370.73505268990993 16.564177766442299 16.253457918763161 31.776683136820793 20.488988608121872 54.968643814325333 11.075142607092856 90.304155468940735 28.674309507012367 66.941620886325836 13.744501292705534 13.697636187076567 103.25433433055878 54.64413870871067 51.002917513251305 10.788064733147619 396.72801406681538 15.136176660656927 38.745915651321411 15.177369445562361 32.909984230995178 76.531056612730026 158.20058311522007 28.075192406773567 29.466293379664421 136.22111566364765 288.78465193510056 50.209110036492348 23.741480484604836 29.255414411425591 leaf_count=1166 1540 70 79 136 91 279 59 383 157 337 60 56 423 224 270 51 1830 68 184 77 135 337 962 130 122 586 1197 240 100 134 internal_value=-1.41856e-05 0.0149691 -0.00677337 -0.00422458 -0.016312 -0.00966892 -0.0212177 0.00917255 0.031046 -0.00875241 -0.00123736 0.000105138 0.0059667 0.0128008 -0.0132555 -0.0195053 -0.00645808 -0.0165945 -0.00863971 -0.023998 0.00936111 -0.00992391 0.0331281 -0.00231022 -0.00147587 -0.00265202 -0.00330327 0.0153721 0.0108261 0.0218965 internal_weight=2469.43 767.684 1701.75 1342.91 358.835 152.426 206.409 564.245 203.439 533.805 809.106 700.798 204.506 101.252 131.937 76.9684 412.981 120.824 53.8821 66.1803 87.5541 108.308 186.875 496.292 468.217 438.75 425.006 193.51 114.046 79.4645 internal_count=11483 3586 7897 5904 1993 768 1225 2397 1189 2498 3406 2933 838 415 677 398 1909 589 252 347 359 473 1119 2095 1965 1843 1783 857 483 374 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=7 25 20 13 5 16 14 0 15 24 10 15 25 17 17 6 19 15 22 15 20 12 24 22 13 26 26 27 8 5 split_gain=262.935 77.4856 43.1124 18.8028 17.2465 11.9862 11.9694 10.8948 10.6522 10.1994 11.1468 9.23714 9.18395 8.68546 8.45726 8.26659 8.16256 7.84683 7.6749 7.11441 6.87398 6.85376 6.69622 6.67826 7.36853 6.63792 6.43629 6.20671 6.20559 6.14813 threshold=40.541666030883796 3.8740416765213017 0.0008635785197839142 -1.0000000180025095e-35 20.833333015441898 1.1661555171012881 3.6011362075805669 62.500000000000007 1.4868686795234682 7.4315552711486825 7.9089009761810312 1.8024389743804934 22.729143142700199 39060.255859375007 15977.560546875002 13.444326400756838 93602.050781250015 0.60208335518836986 13143.146484375002 -0.10380747169256209 688.42553710937511 17.392474174499515 0.035640403628349311 27644.553710937504 -0.17424242943525312 18.58834266662598 1.2855315804481509 27.473157882690433 0.56253641843795787 60.166666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 -1 9 -6 -2 -3 -5 10 13 -11 14 18 15 21 -16 23 19 -4 -21 22 -7 24 -12 28 -9 -13 -15 -8 right_child=1 7 4 8 5 12 29 26 -10 11 17 27 -14 25 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028608802890218846 0.0057624359639910977 0.0073395735365046144 -0.026475384140892733 -0.014275963785607774 -0.014845132313230402 -0.024433882896984525 0.010522775502588736 0.01962804034991655 0.0094636988568010671 -0.019932741229413357 -0.007971486434570324 -0.012439786091173372 -0.023523880189023863 0.012262114460414997 0.0062899638141904824 0.015625035031247007 -0.015152291703746787 -0.014057736809951671 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internal_value=-1.36496e-05 0.0146122 -0.00659338 -0.0171674 -0.00442979 -0.000681577 0.00891614 0.0306583 -0.0120333 -0.00737107 -0.00590909 -0.0153301 0.000548762 -0.00712289 0.0011516 -0.00246236 0.00494196 0.00649231 -0.0123613 -0.00922773 -0.00678522 -0.00390843 -0.00276775 0.0122763 0.00415307 -0.00466473 0.0327619 -0.000575715 -0.00542376 0.0149823 internal_weight=2459.01 762.987 1696.02 288.085 1407.94 619.051 563.097 199.89 198.854 788.885 666.464 122.421 569.574 607.049 555.659 284.449 271.21 59.4154 193.881 151.99 133.136 263.391 249.527 46.3655 30.7254 413.168 183.35 29.1084 397.336 192.611 internal_count=11483 3586 7897 1647 6250 2602 2397 1189 1062 3648 3024 624 2382 2758 2323 1206 1117 266 892 687 598 1119 1062 210 138 1866 1119 125 1795 857 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=0 0 20 9 13 9 24 23 24 15 0 16 17 6 23 23 16 8 10 6 24 17 17 21 27 22 23 7 21 16 split_gain=249.238 63.8018 45.8558 21.0797 17.9458 10.2788 8.59987 7.88399 7.73587 7.45392 7.28199 8.66075 7.26418 8.07414 8.19803 9.75011 7.21394 7.4193 11.9404 8.09924 7.14601 6.93224 6.9103 6.77147 11.0999 6.72413 6.56268 6.45102 6.40566 6.02168 threshold=47.500000000000007 78.500000000000014 0.0008635785197839142 21.506097793579105 -1.0000000180025095e-35 39.520833969116218 0.10312687978148462 7.5858333110809335 0.29263226687908178 11.708333492279055 8.5000000000000018 16.745480537414554 8320.4965820312518 4.6723089218139657 1.3086666464805605 1.1903333663940432 1.0965946316719057 1.1647324562072756 1.0477074980735781 0.85355338454246532 9.618260860443117 10508.607910156252 61703.486328125007 6213.6977539062509 1.326249957084656 679.67916870117199 4.7743334770202646 52.522727966308601 76782.304687500015 7.693596839904786 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 4 20 -1 -3 9 -7 -6 23 -5 12 13 14 15 -12 -14 18 -18 -19 25 -21 -8 24 27 -4 -23 -2 -22 -27 right_child=1 5 3 10 8 7 22 -9 -10 -11 11 -13 16 -15 -16 -17 17 19 -20 21 28 26 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.028086754897792283 0.008818497923574968 -0.004612338142945583 -0.025791042258392391 -0.017706336661236367 0.008389940687522069 0.022853582743070824 0.011357482854492895 0.035291937694431973 -0.013634760612494197 0.028597157947626205 -0.0093181418673442384 0.012782669377624291 -0.015712956931212212 0.018408912596796247 -0.0077694278849276327 0.022524597833818858 0.0011653878660080688 -0.011688174088196751 0.029434902769615669 0.027704258304039855 -0.020494831875850657 0.0042378219039274486 0.025792664993273332 -0.00024094292669453847 0.017970371394784822 -0.0065465701927716327 -0.014758857220713002 -0.013742046568777793 -0.0049487190803249887 0.0019509593740881532 leaf_weight=89.597076222300529 25.314678624272346 7.7059052884578696 15.068848162889479 19.717194274067879 15.586443290114401 72.64046248793602 192.02968683838844 124.41487474739552 181.31420363485813 12.029705956578253 15.914357423782347 50.022688329219818 18.066862806677818 13.544189676642416 198.81214654445648 18.970530658960342 29.972089067101479 35.34070873260498 24.389298334717751 10.393178969621657 61.686365708708763 189.46651016175747 35.33928844332695 129.87983152270317 63.884861648082733 635.133449614048 17.914498597383499 20.762962192296982 38.894637107849121 85.111879110336304 leaf_count=593 102 38 71 101 69 393 834 815 989 54 64 204 78 55 850 76 124 146 101 43 322 777 169 541 266 2885 80 84 196 363 internal_value=-1.31913e-05 0.0153604 -0.00597129 -0.00384258 -0.0169561 0.0293776 0.00937135 0.0307068 -0.0118913 0.00555309 0.000243305 0.000811565 -0.000233901 -0.00411061 -0.00541575 0.00799806 0.00271035 0.00379288 0.0138485 0.00163323 -0.00698325 0.00379505 0.0136011 0.00439728 0.00987561 -0.00595737 0.0025968 -0.00134747 -0.0144832 -0.00554241 internal_weight=2448.92 684.002 1764.92 1478.42 286.498 204.761 479.241 197.055 196.901 251.872 642.524 622.807 572.784 247.241 233.697 34.8849 325.543 307.476 54.3614 253.115 835.895 217.774 227.369 239.842 109.963 735.314 207.381 46.0776 100.581 720.245 internal_count=11483 3296 8187 6536 1651 1246 2050 1208 1058 1047 2699 2598 2394 1045 990 140 1349 1271 225 1046 3837 900 1003 993 452 3319 857 186 518 3248 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=0 2 0 14 24 16 26 26 19 15 11 15 21 14 12 22 8 22 23 7 11 13 15 2 13 24 22 24 16 10 split_gain=214.548 70.0255 50.1292 22.8083 17.6376 12.8218 17.1129 12.3695 9.85784 9.82791 9.20323 9.13907 8.95846 9.90906 8.37947 7.98181 9.8969 7.72249 7.55134 7.40475 7.17194 6.76316 6.80246 6.45473 6.44663 5.65882 5.52945 7.08006 8.42414 7.28681 threshold=55.500000000000007 94004.078125000015 84.500000000000014 1.4161750078201296 2.4403777122497563 14.264290332794191 5.8932018280029306 0.032670872285962112 45598.150390625007 0.1012820526957512 -8.1666665077209455 2.9302884340286259 44295.632812500007 9.1936244964599627 53.871601104736335 12992.508300781252 10.906975746154787 17949.172851562504 25.123749732971195 40.041666030883796 -2.1666666269302364 1.0416666865348818 -0.18677325546741483 5950.5324707031259 -0.85416665673255909 0.29263226687908178 208.15783691406253 0.059775346890091903 1.8642591834068301 3.539277315139771 decision_type=2 2 2 2 2 2 2 2 2 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 24 7 10 6 8 -1 15 -6 -3 21 13 -8 -4 16 20 -9 -11 -10 -5 22 -12 -15 -2 -24 -26 28 -28 -30 right_child=2 4 14 5 9 -7 12 17 19 18 11 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 26 -27 27 -29 29 -31 leaf_value=0.013114075917110597 0.029106738445490547 0.014568369923464606 0.03361435837665052 -0.016192372521140922 -0.023140589214362062 0.010003288673676579 -0.028463810686397965 -0.00832064282534924 0.0064539128068360849 -0.021875351670957451 -0.018704343283991225 0.0078702170918485241 -0.0031437067405841982 -0.021151873849922009 0.0026572616892456703 -0.0095992540897326152 0.024645449173249644 -0.025249121564671257 -0.0043782686735523851 0.027267752430499465 0.0014838111030436418 -0.028207665200683171 0.0033478295078255213 0.008149739655512217 0.022523760284088642 -0.0094833386226007253 -0.019448147226924915 0.011359031797483835 0.025307425393810548 -0.0010916155946405983 leaf_weight=22.49410592019558 17.079828336834908 14.771899640560148 142.73027066886425 21.548247680068016 167.47414268553257 134.19752362370491 34.604416131973267 235.01157760620117 129.39737179875374 35.810204908251762 62.660411447286606 25.111971333622932 95.669353917241096 11.816977575421335 8.3285306394100171 65.819930255413055 16.085766419768333 27.04381163418293 58.404857456684113 17.458838537335396 500.41704824566841 19.143210127949715 36.014680773019791 15.829804062843321 29.734314277768135 219.27658858895302 15.210035234689711 231.68443252146244 13.032321736216543 33.859101891517639 leaf_count=91 83 60 940 93 1057 556 169 1042 535 195 322 112 439 50 49 285 66 127 310 72 2098 87 159 69 133 1056 62 1054 55 142 internal_value=-0.000201484 -0.004634 0.0175234 -0.000706751 -0.0127963 0.00134742 6.90434e-05 -0.00823509 0.00195731 -0.01878 -0.00864259 -0.0095892 -0.00890747 -0.0177654 0.0319076 0.000262019 0.00146835 -0.0100676 -0.0110287 0.00892834 0.000754087 -0.0108898 -0.00984717 -0.00437456 0.0111439 -0.00767321 0.0101956 0.00894787 -4.75612e-05 0.00624535 internal_weight=2457.72 1966.06 491.659 1327.39 638.668 1042.85 908.648 284.549 750.727 261.689 376.979 362.207 157.921 62.2512 151.059 603.871 538.051 262.055 94.2151 146.856 521.965 337.095 317.952 27.6468 340.6 255.291 323.52 293.786 62.1015 46.8914 internal_count=11568 9050 2518 5692 3358 4432 3876 1260 3149 1562 1796 1736 727 288 989 2542 2257 1169 505 607 2191 1624 1537 119 1529 1215 1446 1313 259 197 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=0 2 0 14 24 28 16 6 26 15 19 11 15 28 12 6 13 15 13 1 5 6 26 9 9 9 17 9 1 7 split_gain=203.464 66.512 49.2465 21.5154 17.0314 12.768 19.1494 13.0343 11.6647 9.57234 8.7478 8.68614 8.64355 8.44672 8.23662 8.00161 6.46397 6.51198 6.19853 6.1609 5.57786 5.52837 5.48139 6.8653 7.88872 10.4769 5.47058 9.6756 5.91131 5.60472 threshold=55.500000000000007 94004.078125000015 84.500000000000014 1.4161750078201296 2.4403777122497563 4.5503673553466806 14.264290332794191 16.230081558227543 0.032670872285962112 0.1012820526957512 67216.121093750015 -8.1666665077209455 2.9302884340286259 16.669379234313968 53.871601104736335 1.0773502588272097 1.0416666865348818 -0.18677325546741483 -0.85416665673255909 2.5000000000000004 18.416666984558109 0.85355338454246532 4.9851231575012216 5.3397436141967782 13.274305343627931 14.755952358245851 15066.079589843752 21.020833015441898 1.5000000000000002 22.696969032287601 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 11 7 10 26 -1 -6 19 -3 16 21 -4 -8 17 -13 -2 -7 -17 -11 23 -10 -25 -26 27 28 -5 -29 right_child=2 4 14 5 9 6 15 -9 22 13 -12 12 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=0.012716499435621937 0.028572626796158386 0.014131817798956468 0.033312949675382515 -0.01867288573897196 -0.022762275741366442 -0.0087222310958709626 0.023172762598702577 0.029238973468545777 0.011344902944677689 -0.0051884902719427561 0.0032870120166782484 -0.0182996547166463 0.0076152271238319807 -0.0014697061978610297 0.0025814084249021238 0.020017980139608284 -0.027624098549762659 -0.0074665949528348319 0.0099235405535582754 -0.023576705799843094 -0.0034885611148212834 -0.026695991625466542 -0.024458171855653639 -0.023463457633495541 0.013542406038414678 -0.0098204545146704514 0.0052178678534474153 0.02131487095012629 0.0023592725473460178 0.0012881513564785344 leaf_weight=22.501337558031082 16.880172520875931 14.77138316631317 139.74621538817883 35.946278512477875 165.18478867411613 150.46242022514343 25.028086617588997 17.199137344956398 14.717922687530516 16.172614678740501 47.320583269000053 62.132810801267624 25.17328679561615 45.410315528512001 8.3162498474121076 12.062711253762243 18.963921144604683 254.50083829462528 322.44304811954498 30.167016625404358 36.806078672409058 32.116643607616425 21.09047994017601 32.552151143550873 19.182304248213768 173.7610534876585 391.1508876979351 13.20414027571678 18.07443031668663 264.79605713486671 leaf_count=91 83 60 940 159 1057 685 103 71 69 85 214 322 112 242 49 51 87 1215 1446 139 150 178 106 161 83 750 1626 56 78 1100 internal_value=-0.000196145 -0.00450868 0.0171505 -0.000686524 -0.0124974 0.0013076 -0.00389278 0.00342777 -0.00800953 -0.0184176 -0.00819506 -0.00841631 -0.00933951 -0.0107582 0.0315868 0.00937849 -0.0106113 -0.00959236 0.0108513 -0.0112031 0.00231376 -0.0194929 -0.00979429 -0.00850681 -0.00980252 -0.00749773 0.00281391 -1.81805e-05 -0.0116359 0.00223936 internal_weight=2447.84 1960.45 487.386 1326.02 634.427 1042.22 301.847 740.371 283.805 258.884 227.95 375.542 360.771 93.6996 148.062 73.8969 335.598 316.634 339.323 180.629 48.8688 48.2893 261.304 240.213 225.496 192.943 723.172 332.021 54.0207 278 internal_count=11568 9050 2518 5692 3358 4432 1342 3090 1260 1562 1038 1796 1736 505 989 304 1624 1537 1529 824 201 263 1169 1063 994 833 3019 1393 237 1156 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=0 2 0 14 24 28 16 21 6 26 15 11 15 12 28 12 21 10 10 10 13 15 20 20 20 24 9 7 14 17 split_gain=192.912 63.1624 48.3909 20.3015 16.4473 12.0222 18.046 12.5218 12.3267 11.0026 9.31761 8.19724 8.17323 8.09827 8.08199 7.58001 8.00396 6.44771 8.39918 10.9221 6.18102 6.23503 6.08783 7.25269 11.7246 6.03755 8.24987 5.51214 5.43052 5.71161 threshold=55.500000000000007 94004.078125000015 84.500000000000014 1.4161750078201296 2.4403777122497563 4.5503673553466806 14.264290332794191 44295.632812500007 16.230081558227543 0.032670872285962112 0.1012820526957512 -8.1666665077209455 2.9302884340286259 53.871601104736335 16.669379234313968 21.102909088134769 24300.060546875004 6.8497521877288827 9.1494073867797869 11.593332290649416 1.0416666865348818 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6.12484 5.97179 5.91205 5.96899 5.87541 5.72957 8.32524 18.5816 5.38806 5.2932 threshold=55.500000000000007 94004.078125000015 84.500000000000014 1.4161750078201296 2.4403777122497563 4.5503673553466806 14.264290332794191 44295.632812500007 16.230081558227543 0.032670872285962112 -0.41666667163372034 1.3526942133903506 -8.1666665077209455 2.9302884340286259 17949.172851562504 1.0773502588272097 -0.91287881135940541 0.1012820526957512 16.014732360839847 4.8123328685760507 54999.738281250007 -0.85416665673255909 1.0416666865348818 -0.18677325546741483 1.5227272510528567 23258.301757812504 27644.553710937504 32313.097656250004 0.29263226687908178 208.15783691406253 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 21 9 12 8 7 19 -5 -1 20 -4 -3 22 -11 -8 -12 24 -19 -7 -6 -2 23 -14 -18 -9 -27 -28 -25 -23 right_child=2 4 11 5 10 6 15 25 -10 14 16 -13 13 -15 -16 -17 17 18 -20 -21 -22 29 -24 28 -26 26 27 -29 -30 -31 leaf_value=0.011960308120730897 0.027830322984476678 0.01330134626835159 0.0041789579871162582 0.0026470992800630504 -0.0034327280971532116 -0.02270937760559566 0.022017056135684228 0.0074241615056059185 0.027743238495382065 -0.0075690902386284535 0.012320282489914838 0.032805685389687901 -0.017513371103977701 0.00713201532061723 -0.024211397025196424 0.0020631856978870658 -0.010873850994691171 -0.017338249601650223 0.00015681103875450088 -0.0086151038654313089 -0.030029381917996416 0.021512133849676027 -0.026503452155519011 0.0037006605119199246 -0.026743258824251215 -0.022668259441116771 0.028639429124547838 -0.013299281537232045 -0.008845708498501732 0.0081487563511700445 leaf_weight=22.509937062859535 16.595111265778542 14.766214668750761 9.14227446913719 723.2790205925703 8.8863888233900052 47.903179675340652 25.033957839012146 46.231035068631172 17.057279691100121 233.25184240937233 8.2227426916360837 133.05879077315331 61.10116183757782 25.288512155413628 26.553554803133011 48.904267162084579 31.642382055521011 37.545859932899475 41.37530155479908 70.638338148593903 63.31135219335556 29.368742406368256 18.603093296289444 35.898819088935852 62.412572279572487 19.650894105434418 14.404233679175375 27.972973987460136 217.16242757439613 291.00143402814865 leaf_count=91 83 60 60 3019 50 228 103 211 71 1042 51 929 322 112 127 201 186 206 220 313 427 133 87 159 422 92 65 129 1056 1313 internal_value=-0.000185996 -0.00426751 0.0164206 -0.000647891 -0.0119169 0.00123119 -0.00367778 -0.00775185 0.00322531 -0.00757726 -0.0177117 0.0309652 -0.0079783 -0.00885588 -0.00927003 0.00881915 -0.0141081 -0.0153644 -0.00816627 -0.0143107 -0.0267558 0.0102828 -0.0100709 -0.00909782 -0.0214044 -0.00057008 -0.00652838 0.000955905 -0.0070659 0.00937379 internal_weight=2428.77 1949.61 479.166 1323.39 626.217 1041.08 300.739 226.801 740.336 282.315 253.397 142.201 372.82 358.054 259.805 73.9382 181.199 172.976 78.9212 118.542 72.1977 336.965 332.766 314.162 94.055 108.259 62.0281 42.3772 253.061 320.37 internal_count=11568 9050 2518 5692 3358 4432 1342 1038 3090 1260 1562 989 1796 1736 1169 304 1085 1034 426 541 477 1529 1624 1537 608 497 286 194 1215 1446 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=0 2 0 14 24 28 16 21 6 15 25 5 26 12 12 21 10 10 10 14 13 25 10 25 28 0 25 16 8 28 split_gain=173.407 56.9638 46.6713 18.0593 15.3815 10.6641 16.0395 11.2464 11.0362 10.2903 11.9067 12.186 9.78306 8.14362 6.94955 7.51439 6.15351 7.95513 10.4771 5.91235 13.7688 8.79544 8.47881 8.05888 6.17715 5.93992 7.90425 5.81298 6.75078 5.46106 threshold=55.500000000000007 94004.078125000015 84.500000000000014 1.4161750078201296 34.288499832153327 4.5503673553466806 14.264290332794191 44295.632812500007 16.230081558227543 2.9302884340286259 48.999958038330085 15.416666507720949 0.032670872285962112 53.871601104736335 21.102909088134769 24300.060546875004 6.8497521877288827 9.1494073867797869 11.593332290649416 3.53981626033783 2.2678571939468388 1.747791647911072 3.4988597631454472 2.7869583368301396 0.055877706035971648 63.500000000000007 1.3573809266090395 4.8038423061370858 5.0674240589141855 1.1763729453086855 decision_type=2 2 2 2 2 2 2 2 2 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 19 12 9 8 7 16 -5 10 11 -3 -1 29 15 -8 -7 -18 -19 22 -21 -22 24 25 -2 26 -24 -13 -29 -4 right_child=2 4 13 5 -6 6 14 -9 -10 -11 -12 27 -14 -15 -16 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.011600612268623078 -0.0097144288115657007 -0.018274435403683488 0.0065472478436256667 0.0025671098568421278 -0.024557480528060272 -0.023905309745175334 0.036132212501498562 -0.00055447577630926873 0.027035190012830643 0.0081714446093529933 -0.0052654117015967427 -0.010425106055006647 -0.0090174466549075155 0.0015706767857574166 -0.0018718694750898121 0.0083119253233735063 0.0054734940047805637 -0.032417082196378608 -0.0055867002336092205 0.025673279349604113 0.023635930096643394 0.0021548672410001729 0.010921784408536153 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-0.00991535 -0.0108481 -0.0145251 -0.00736918 0.0306599 0.00855615 0.0166696 -0.0139452 -0.00923344 -0.0153103 0.0100082 0.0143292 0.00724366 0.0063415 -0.00314976 0.0107669 0.00277569 -0.00678802 -0.00523085 0.00590252 0.0324679 internal_weight=2419.48 1944.28 475.199 1322.16 622.126 1040.56 300.14 226.215 740.419 548.948 522.026 314.731 281.597 139.354 73.9251 41.5767 118.009 80.1109 56.6878 335.845 154.168 94.8957 181.676 57.772 123.904 45.1461 25.4715 90.4672 28.7801 131.199 internal_count=11568 9050 2518 5692 3358 4432 1342 1038 3090 2887 2768 1735 1260 989 304 171 541 351 244 1529 725 437 804 254 550 192 106 415 129 940 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=0 5 24 0 13 13 1 11 16 15 17 28 12 14 15 8 18 8 9 14 28 9 21 18 25 25 14 8 18 9 split_gain=179.095 62.3841 27.8371 27.4884 12.6759 12.5759 9.62119 9.23215 8.67875 8.2498 8.07102 7.9556 7.77915 7.53152 9.31391 8.82259 7.9297 9.30611 7.68387 6.97207 6.86204 11.2988 11.3461 9.70545 6.89443 6.64106 7.72596 9.53617 8.8051 6.35983 threshold=61.500000000000007 25.416666984558109 8.3342347145080584 88.500000000000014 2.2678571939468388 0.095454547554254546 33.500000000000007 -9.1666665077209455 1.1846386194229128 0.14119601994752887 8657.9272460937518 23.003502845764164 53.871601104736335 8.3880777359008807 1.7700320482254031 3.144740223884583 242.30849456787112 2.5895085334777836 6.9789450168609628 13.896041870117189 0.28162480890750891 11.548611164093019 44842.718750000007 5020.3923339843759 25.820224761962894 1.041541635990143 1.3795427680015566 1.5905272364616396 127.6025733947754 1.5055555701255801 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 13 29 7 -3 -2 10 -10 -7 -5 14 15 16 -1 20 -17 -15 -18 22 -22 -24 -25 -9 -27 28 -28 -4 right_child=3 6 5 12 -6 11 -8 25 9 -11 -12 -13 -14 19 -16 18 17 -19 -20 -21 21 -23 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.012296386753911715 -0.007047597164940347 0.029190952098579064 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24.411359563469887 47.090881377458572 119.79692989587784 193.12538211047649 10.853425130248072 12.760030776262282 165.88083724677563 23.805959701538086 481.54297725856304 95.372919023036957 115.44534872472286 leaf_count=713 76 47 170 788 785 242 227 60 99 844 179 299 46 138 148 75 129 57 452 105 235 529 916 52 61 700 98 2006 401 763 internal_value=0.000146364 -0.00330875 -0.00776356 0.0196998 -0.00537194 -0.0166328 0.00290728 0.00207215 0.0140521 0.0155627 0.0257058 -0.00884039 0.0319264 -0.0071361 -0.00799129 -0.00720422 -0.0056842 -0.00371922 -0.0151945 0.00354652 -0.00448495 -0.00344499 -0.00691432 -0.00401442 0.0141408 0.00168551 0.00130264 0.00288525 0.0104831 -0.0224231 internal_weight=2385.83 2027.56 1181.11 358.272 930.257 250.848 846.456 792.431 245.069 228.696 54.8567 106.936 113.203 741.962 686.967 653.776 549.283 423.446 104.493 54.9951 411.255 383.627 263.83 216.739 23.6135 781.292 766.603 600.722 119.179 143.911 internal_count=11440 9408 5869 2032 4395 1474 3539 3312 1198 1122 278 541 834 3610 3367 3219 2692 1979 527 243 1922 1793 1264 1029 113 3265 3205 2505 499 933 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=0 5 0 24 13 13 27 11 16 9 17 16 15 19 12 22 10 16 10 20 13 28 22 15 7 9 11 12 25 18 split_gain=170.244 58.9479 27.257 26.6608 12.2224 11.9836 8.80204 8.71101 8.78651 9.91269 12.0645 8.24272 7.97683 7.95103 7.67843 7.42285 10.2074 8.38315 8.12832 7.21367 8.66139 7.56137 6.9667 6.79056 8.77288 9.74423 8.11345 6.66231 9.68245 7.46875 threshold=61.500000000000007 25.416666984558109 88.500000000000014 8.3342347145080584 0.095454547554254546 2.2678571939468388 50.660612106323249 33.250000000000007 18.508555412292484 29.023809432983402 4001.842651367188 1.1846386194229128 0.14119601994752887 8589.7802734375018 53.871601104736335 5692.9716796875009 8.8127264976501483 8.918981075286867 1.2254683375358584 56.005317687988288 1.8452380895614626 0.28162480890750891 515.47503662109386 0.57294833660125744 48.041666030883796 30.010416984558109 -1.0000000180025095e-35 1.0000000180025095e-35 2.826458334922791 396.81585693359381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 -5 19 -6 8 15 -10 -11 -2 13 -13 -4 16 27 -18 -17 -1 21 22 -21 -20 25 26 -25 -3 29 -29 right_child=2 7 14 4 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 18 17 -19 23 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.013455061962642584 -0.0068207589279094026 -0.011709729861246045 0.033802056233110847 -0.022050942008534979 -0.013393374290014895 0.0015318160076391327 0.0069288439735732477 0.015983403518120821 -0.012273569338228697 -0.007276505365250048 0.024339904076301287 0.011285190009390114 0.012049680018223045 0.034698730654837841 0.0025038174565302075 -0.021271897224825274 0.030300000321576159 0.0044704571775884662 0.0044372448670143595 -0.0050779961821489743 -0.019907385378248335 -0.0038421713183797207 -0.032070422507558635 -0.02243429504965537 0.014218443756641884 -0.020093943619047823 0.0023411506908790642 0.0013236863399023443 -0.017754973742682281 0.01065794184682232 leaf_weight=126.88579805195332 16.409029632806778 29.940222591161728 103.18980866670609 141.98176454752684 81.453777775168419 188.34020693600178 25.090001776814461 42.955665081739426 12.552246302366255 14.144935294985769 46.807670086622238 21.904867842793465 173.00624047219753 32.304977759718895 7.5723352432250968 20.074749916791916 21.825147122144699 23.469743087887764 102.78833271563053 17.51568315923214 35.835390046238899 542.53225967288017 16.917470946907997 14.636267006397246 17.334721907973289 42.874464720487595 63.541980057954788 265.10882407426834 19.291248425841331 108.81536370515823 leaf_count=749 76 126 788 933 410 785 131 181 51 60 203 99 844 179 46 86 92 99 431 84 159 2540 78 62 73 176 263 1103 83 450 internal_value=0.000142573 -0.00321794 0.0193231 -0.00756113 -0.0162878 -0.00522414 -0.00860769 0.00282109 0.00211717 0.0120034 0.0170029 0.0137132 0.0151962 0.0252379 0.0316623 0.0011213 0.0033809 0.0169163 -0.0029304 -0.00694435 -0.00559625 -0.00470738 -0.0183397 -0.00140371 -0.00574212 -0.00860047 -0.00229722 0.00193206 0.00297077 0.00404004 internal_weight=2377.1 2022.71 354.387 1176.55 248.526 928.027 106.544 846.162 803.206 73.5049 60.9526 243.625 227.216 54.2098 110.762 729.701 468.451 45.2949 261.251 739.687 612.801 576.965 34.4332 241.176 138.387 121.053 78.1782 423.156 393.215 373.924 internal_count=11440 9408 2032 5869 1474 4395 541 3539 3358 314 263 1198 1122 278 834 3044 1953 191 1091 3610 2861 2702 162 1005 574 501 325 1762 1636 1553 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=5 7 2 12 26 24 9 1 11 13 10 12 9 26 11 20 16 12 9 22 12 25 27 23 19 28 1 11 16 9 split_gain=160.708 42.4032 37.5066 17.894 17.0346 14.608 11.3373 8.367 8.24873 7.52892 14.1085 7.52404 10.9148 8.03149 7.34685 7.09605 7.66109 7.64798 7.38798 9.34224 10.3871 7.41461 8.17609 11.0609 7.46009 7.36965 6.75582 6.40085 8.66989 6.94074 threshold=49.166666030883796 79.366668701171889 98141.367187500015 40.677583694458015 7.7384548187255868 0.12339078262448312 13.274305343627931 33.500000000000007 -9.1666665077209455 0.52272728085517894 1.5126448869705202 1.4708693623542788 5.3397436141967782 4.5366950035095224 -0.41666667163372034 42319.390625000007 19.607615470886234 19.828409194946293 14.989583492279055 5453.5458984375009 1.0000000180025095e-35 2.826458334922791 1.9421250224113467 1.9418333172798159 4981.2805175781259 23.445316314697269 7.5000000000000009 -1.0000000180025095e-35 12.895995140075685 51.57948303222657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 6 4 8 27 11 15 -4 -10 -11 12 13 -1 -6 16 18 -18 -8 20 -20 22 -22 -24 -25 -21 -23 28 29 -2 right_child=1 -3 3 -5 14 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 25 21 26 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.020266354675851552 0.0091787181990562305 0.029945589572795518 0.015542740012803188 0.030700193872301395 -0.028371185407010092 0.01581619911593345 0.0090457800047208659 0.012601882606485365 -0.012764402065077191 0.026068135465899651 -0.006303794891064857 -0.0027295126838122034 -0.019885852472086647 -0.0097209394879268374 -0.014918653761547605 -0.020113035794669869 0.026372855769623442 0.00077919004013158363 -0.016499283991508736 -0.0076922671146743542 0.0010150354221446019 -0.005613383818001587 0.03357129949000872 -0.014453717646696805 0.010591629227116279 0.013301192935172772 0.0074828536554153377 0.0081141313446391403 0.021306403532869105 -0.013222607377591232 leaf_weight=12.25275771319866 17.258738413453102 120.4218178242445 13.682004332542418 9.380326032638548 47.87619274109602 201.07437144219875 66.585936412215233 47.975263774394989 171.66038943827152 12.979818388819693 182.23301427066326 179.33825297653675 68.386363819241524 23.369814097881317 154.27035819739103 15.914884582161902 19.46167229115963 22.840629279613495 29.202797457575798 223.39684064686298 180.81359148025513 152.07069490849972 17.065662503242493 12.307740390300749 82.12710702419281 16.136533677577972 46.227533608675003 165.70729871094227 11.576794773340223 44.658338323235512 leaf_count=58 71 887 56 51 340 1005 284 202 956 59 855 834 338 118 948 66 80 95 125 938 740 659 70 53 349 68 188 709 51 187 internal_value=0.000139097 0.0141707 -0.00421346 -0.0104052 -0.0110669 0.00985605 -0.00119735 0.000400097 -0.00732847 -0.00818142 -0.00415137 -0.00645246 -0.0128718 0.000593505 -0.0181047 -0.000261988 0.000101884 0.0125539 -0.000535875 -0.00137607 0.000882763 0.0019174 0.004955 0.0113442 0.00732746 -0.00627801 -0.00256037 0.0048459 -0.00252302 -0.00697847 internal_weight=2368.25 560.697 1807.56 592.082 582.702 440.276 1215.47 932.127 380.555 366.873 195.213 283.347 104.009 35.6226 202.147 884.152 868.237 42.3023 825.934 759.349 519.815 490.612 292.314 111.501 94.4348 239.533 198.298 239.201 73.4939 61.9171 internal_count=11440 2910 8530 3265 3214 2023 5265 3917 1926 1870 914 1348 514 176 1288 3715 3649 175 3474 3190 2184 2059 1212 472 402 1006 847 1018 309 258 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=0 5 0 24 13 13 27 1 11 16 15 19 12 14 15 12 14 27 22 25 14 27 10 8 26 14 27 16 16 20 split_gain=154.11 52.8884 26.9564 24.7226 11.7274 10.8653 8.46043 8.16641 8.22534 7.70504 7.77444 7.76138 7.68433 7.0052 8.60474 8.36919 6.66365 6.26532 7.75438 6.12518 6.8686 9.13068 8.69692 10.8123 8.35949 8.08239 7.39227 7.07215 9.54735 6.65195 threshold=61.500000000000007 25.416666984558109 88.500000000000014 8.3342347145080584 0.095454547554254546 2.2678571939468388 50.660612106323249 33.500000000000007 -9.1666665077209455 1.1846386194229128 0.14119601994752887 8589.7802734375018 53.871601104736335 8.3880777359008807 1.7700320482254031 2.9433757066726689 13.896041870117189 72.674236297607436 6190.9157714843759 1.041541635990143 1.3795427680015566 2.5711771249771123 8.562232971191408 1.474529027938843 8.8070578575134295 1.8765558600425722 16.811041831970218 8.3765716552734393 16.212910652160648 253.48037719726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 5 17 13 -6 8 -3 -2 11 -11 -4 14 15 -1 -15 18 -5 -10 -21 22 23 29 -23 -25 -26 -24 -29 -22 right_child=2 7 12 4 6 -7 -8 -9 19 10 -12 -13 -14 16 -16 -17 -18 -19 -20 20 21 24 27 25 26 -27 -28 28 -30 -31 leaf_value=-0.0055252195715987367 -0.0068187864392568491 0.027570083921360431 0.033397932389899597 -0.033206621954295155 -0.0128709334884203 0.0014906783727112094 0.0070958483562235568 0.014003844715780447 0.020772109256243555 0.010737555047471833 0.011380160082488862 0.034054745437739307 0.001844364624616819 0.013044607050934654 -0.022425837798239621 -0.016917044342955177 -0.0079985994444277016 -0.0086850864612486693 -0.017280651572092267 -0.0042370697997149891 0.002068958617808704 -0.0059628634839129615 0.029729195184466914 -0.017448281536157226 0.015430750797211297 0.0019414514051011057 -0.0086329677603644243 -0.0034741240636523103 0.028423331784279054 0.01906729490532558 leaf_weight=583.20143853873014 16.382382526993752 11.079332694411276 98.85704267770052 50.962428785860538 80.676086992025375 188.31756347417831 25.023443564772606 53.592071563005447 14.62218654155731 21.742432191967964 171.08660843968391 31.40582163631916 7.4712398946285239 30.577104762196541 32.726345628499985 64.456424579024315 24.31200610101223 27.827984556555748 59.805663347244263 165.63179264962673 33.616387858986855 154.24075748026371 21.492154687643051 21.164271458983421 36.379673272371292 225.47076460719109 16.79277703166008 23.378763765096664 13.221262961626051 54.006274446845055 leaf_count=2888 76 47 788 393 410 785 131 227 60 99 844 179 46 138 148 331 105 171 369 700 139 649 91 87 152 933 70 98 58 228 internal_value=0.000135503 -0.00304781 0.0186014 -0.00718374 -0.0156707 -0.0049389 -0.00814397 0.00267063 0.00190287 0.0130426 0.0144936 0.0245159 0.0311808 -0.00658563 -0.00741734 -0.00665896 0.00372395 -0.0214108 -0.0246079 0.0015383 0.00117085 0.00266432 0.00535563 0.00349361 -0.00242667 0.000277578 0.00783101 0.0160696 0.0080484 0.0125459 internal_weight=2359.52 2012.57 346.946 1167.89 244.296 923.591 105.7 844.688 791.096 240.617 224.235 53.1483 106.328 735.273 680.384 647.658 54.8891 138.596 110.768 780.017 765.395 599.763 392.35 334.258 207.413 246.635 53.1725 58.0922 36.6 87.6227 internal_count=11440 9408 2032 5869 1474 4395 541 3539 3312 1198 1122 278 834 3610 3367 3219 243 933 762 3265 3205 2505 1634 1387 871 1020 222 247 156 367 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=0 5 0 24 13 13 27 11 6 25 11 3 16 15 19 20 13 28 22 16 21 18 9 22 16 15 28 10 28 13 split_gain=146.473 49.9546 26.6942 23.6761 11.4054 10.2633 8.00615 7.42707 7.7193 10.2296 9.29671 7.98972 7.31513 7.51652 7.60021 6.72216 7.92726 7.16433 6.68881 6.62924 9.29562 6.26692 6.20455 7.75428 6.2002 6.18358 7.41333 5.88937 5.89465 10.1094 threshold=61.500000000000007 25.416666984558109 88.500000000000014 8.3342347145080584 0.095454547554254546 2.2678571939468388 50.660612106323249 33.250000000000007 2.9433757066726689 2.4008598327636723 -0.83333334326744068 1.247500002384186 1.1846386194229128 0.14119601994752887 8589.7802734375018 56.005317687988288 1.8452380895614626 0.28162480890750891 515.47503662109386 19.607615470886234 11227.508300781252 857.59207153320324 1.5055555701255801 6190.9157714843759 3.7576845884323125 0.33687943220138555 4.5503673553466806 15.894683361053469 0.70827797055244457 0.087121214717626586 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 22 15 -6 8 10 24 21 -11 -2 14 -14 25 17 18 -17 -12 -21 -3 -5 -24 -10 -1 -27 28 29 -19 right_child=2 7 -4 4 6 -7 -8 -9 9 11 19 -13 13 -15 -16 16 -18 27 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.016987366562275636 -0.0066000038758852516 -0.005000542587174737 0.030930829034679381 -0.0083390097394066692 -0.012550936911417232 0.0014456314486737184 0.0068596045212384734 0.01479957280361318 9.1790814456990755e-05 -0.015631864048043835 0.00087566542201934468 0.006589445454110633 0.010453481075869532 0.011090363448066739 0.033636451747128926 -0.0045986752778994777 -0.018887731230839346 -0.0060515244408686003 -0.031207011461859068 -0.0071816247821748676 0.026107711896089708 -0.027841656679854748 -0.032978405231801497 -0.016928730626009348 0.021144738472097802 0.012888419363096485 -0.01456517631743204 0.01498831628982948 -0.0051090572547401849 0.018390707301719982 leaf_weight=88.932669661939144 16.417136833071709 38.58176489174366 104.00945811718702 27.554124444723129 80.257434815168381 188.35949830710888 25.107386037707329 42.596864312887192 16.337037518620491 20.378588750958443 571.71195597946644 51.024071291089058 21.664484247565269 170.3025249093771 30.850905776023865 17.394351467490196 35.374867707490921 34.42920158803463 16.633400142192841 11.525159567594526 21.884373992681503 15.01947809755802 49.935159340500832 59.226329684257507 54.890244677662849 16.088695645332336 19.681477010250092 15.21337381005287 462.3085283190012 27.309801757335663 leaf_count=560 76 162 834 170 410 785 131 181 68 84 2388 214 99 844 179 84 159 157 78 49 96 62 394 369 235 77 112 65 2198 120 internal_value=0.000132164 -0.00296397 0.0182425 -0.00699366 -0.0153431 -0.00480078 -0.0079256 0.00259297 0.00194411 0.00827179 0.000574009 0.0002474 0.0127262 0.0141501 0.0240726 -0.00640512 -0.00510506 -0.00425459 -0.0176053 0.00163473 0.014624 -0.0114008 -0.0210596 -0.0242705 0.0163159 -0.0127506 -0.00221711 -0.00341215 -0.00394633 0.00476032 internal_weight=2351 2007.76 343.245 1163.81 242.08 921.726 105.365 843.95 801.353 142.63 658.723 71.4027 239.235 222.818 52.5154 733.366 608.664 573.289 34.0278 605.121 33.4095 53.6012 136.716 109.161 71.2273 124.703 35.7702 539.261 524.048 61.739 internal_count=11440 9408 2032 5869 1474 4395 541 3539 3358 601 2757 298 1198 1122 278 3610 2861 2702 162 2533 145 224 933 763 303 749 189 2540 2475 277 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=0 0 5 20 8 21 16 22 1 14 9 13 28 16 12 21 9 14 22 8 14 12 18 10 10 28 11 14 22 15 split_gain=142.153 43.6011 32.7093 18.6457 11.1827 7.82101 7.07721 9.61377 6.99272 7.765 6.34484 6.25774 6.10092 6.88729 6.65232 6.53955 8.59253 5.93449 7.45446 8.27057 11.1472 5.87325 5.51739 5.38935 7.12242 6.92924 6.73197 6.52177 5.09909 5.05379 threshold=52.500000000000007 88.500000000000014 20.833333015441898 919.41525268554699 0.71242365241050731 55042.445312500007 1.1165229678153994 181.60996246337893 7.5000000000000009 2.2573111057281499 79.072917938232436 1.0000000180025095e-35 7.5116682052612314 4.2644205093383798 0.85355338454246532 75064.066406250015 6.9789450168609628 18.579212188720707 22710.232421875004 4.5758202075958261 9.8681783676147479 53.871601104736335 5020.3923339843759 3.539277315139771 0.75300809741020214 4.6673231124877939 -1.0000000180025095e-35 1.954533636569977 26709.026367187504 6.7596154212951669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 -1 10 7 -4 9 -7 17 -6 28 -14 -15 -16 -17 18 19 23 -21 -3 -19 24 -2 26 -25 -28 -5 -8 right_child=1 21 6 12 11 8 29 -9 -10 -11 -12 -13 13 14 15 16 -18 22 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0058819986716478782 -0.012445631196296773 0.033343078724262745 0.0093208018823900882 -0.0036869042979772084 -0.024172145950862992 0.0059600141508406755 0.00017350939632102097 -0.018696567661517147 -0.002255352360726267 0.03078944911256291 0.027654752726196639 -0.013013006003360916 -0.016229628243434841 0.018573828521141509 -0.011526698258827671 0.025618066680558216 -0.0082262086549258779 0.02110701463213098 -0.014269134141638924 0.026505119119708903 0.0020250953403474193 0.0057787151922425329 -0.0019831663549182456 -0.025302213211434606 0.0091144695205712251 0.016842059356366609 -0.012141263631159171 0.015487513398235181 0.016699689912220195 0.0064868943407993809 leaf_weight=97.343896955251694 15.59076105058193 96.472904190421104 15.877786979079245 511.99928650259972 88.848136395215988 16.023240767419338 632.18382316827774 36.046267136931419 11.447559207677839 38.748943284153938 13.929599374532698 92.119285807013512 79.920305676758289 10.034545764327047 76.75246262550354 11.298509761691095 16.775589615106583 42.511897057294846 16.612393245100975 37.204326823353767 30.43704642355442 7.4977474659681311 11.926613658666609 15.723872900009153 119.4025209993124 11.370085641741751 19.723250985145569 12.602412506937979 11.285342529416083 139.2481851130724 leaf_count=550 66 805 67 2352 661 86 2653 164 60 218 84 526 436 46 388 56 85 205 75 179 143 47 55 68 520 50 86 57 56 575 internal_value=0.000111607 0.0139899 -0.00383305 -0.00748929 -0.0140813 0.00962099 0.000591518 -0.0101292 0.0190689 0.0235258 0.00781818 -0.0184917 -0.00493434 -0.00946678 -0.00476119 -0.00699494 0.00539453 0.00698867 0.00521883 0.00645423 0.0154897 0.0313553 0.0160483 0.00331056 0.00662443 -0.00421811 -0.00920163 -0.00136997 -0.00324724 0.00131311 internal_weight=2336.96 517.225 1819.73 996.377 278.311 413.255 823.356 51.9241 66.2197 54.7722 347.035 180.967 718.066 194.781 114.861 104.827 28.0741 333.105 278.667 262.054 67.6414 103.971 54.4385 194.413 134.993 59.4196 48.0495 32.3257 523.285 771.432 internal_count=11419 2804 8615 5156 1737 1952 3459 231 364 304 1588 1187 3419 1011 575 529 141 1504 1244 1169 322 852 260 847 586 261 211 143 2408 3228 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=0 0 5 20 8 21 1 14 16 22 19 19 9 15 16 26 27 27 14 22 12 14 22 8 14 19 22 18 10 10 split_gain=134.72 42.8361 30.9421 17.8549 10.7898 7.50911 6.71761 7.5417 6.68098 9.10256 6.12572 7.33767 6.12445 5.91261 5.88036 8.10315 10.338 8.05173 8.09035 6.88516 5.82561 5.65034 7.01086 7.86271 10.6755 5.47636 5.35145 5.26634 5.07803 6.70866 threshold=52.500000000000007 88.500000000000014 20.833333015441898 919.41525268554699 0.71242365241050731 55042.445312500007 7.5000000000000009 2.2573111057281499 1.1165229678153994 181.60996246337893 93602.050781250015 83209.484375000015 79.072917938232436 0.084219858050346388 3.3099826574325566 4.5366950035095224 19.437106132507328 6.418208360671998 1.6818810701370241 1626.0645751953127 53.871601104736335 18.579212188720707 22710.232421875004 4.5758202075958261 9.8681783676147479 98399.101562500015 4206.6479492187509 5020.3923339843759 3.539277315139771 0.75300809741020214 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 -1 12 7 -7 9 -4 11 -10 21 26 15 16 17 19 -19 -5 -3 22 23 28 -25 -12 -6 -23 29 -2 right_child=1 20 8 14 13 6 -8 -9 10 -11 25 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0057226371891941647 -0.012044070084724495 0.033144941532861592 0.009028216174888401 0.021941107718716296 -0.027178878741595955 0.0057973565130976529 -0.0021855138466962739 0.030347732150945366 0.001400539332586279 -0.018245587691037804 -0.026953841681791789 0.020109028356397378 0.027257675789464277 -0.01272972650111146 -0.0033547489709731984 -0.017887615702408457 0.020447285952334474 -0.024918583425378834 0.0024827210694426116 -0.0070260911795395984 0.0056248593507610481 0.020651855869843489 -0.013784284975227086 0.025983526987123275 0.0019657956588554665 -0.0027863931728683037 -0.0083303641756100073 -0.0019224221082987986 -0.0040875133571961772 0.0088619467149286153 leaf_weight=97.057461217045784 15.626694962382315 94.17290423065424 15.90023313462734 11.384840145707129 72.145253002643585 15.979302033782004 11.458798244595526 38.142770059406757 712.37728370726109 35.832389667630196 12.180889904499052 19.381204634904861 13.711857378482817 90.084391891956329 559.32001255452633 66.395988211035728 13.197408512234686 31.302898913621902 14.050536766648291 21.019156575202942 7.4721411019563666 42.150899603962898 16.679767653346062 36.818516165018082 30.414892241358757 27.467542976140976 16.693821586668491 11.934243679046629 59.461001664400101 119.12504418194294 leaf_count=550 66 805 67 50 556 86 60 218 2968 164 53 82 84 514 2618 364 63 160 69 95 47 205 75 179 143 125 117 55 261 520 internal_value=0.000109008 0.0136818 -0.00372671 -0.00729288 -0.0137766 0.00937395 0.0186814 0.0230993 0.000573852 -0.00986287 0.00127377 0.00189605 0.00760942 -0.0181454 -0.00479609 -0.0099195 -0.00410287 -0.00826965 -0.0164296 0.00315126 0.0311219 0.00679845 0.00507313 0.0062762 0.0151184 -0.0102112 -0.023637 0.0156707 0.00321515 0.00643755 internal_weight=2328.94 513.149 1815.79 992.652 275.981 411.504 65.5809 54.1221 823.14 51.7326 771.407 731.758 345.923 178.923 716.671 157.351 90.9548 77.7574 45.3534 32.404 101.645 332.211 278.126 261.446 67.2334 39.6484 88.8391 54.0851 194.213 134.752 internal_count=11419 2804 8615 5156 1737 1952 364 304 3459 231 3228 3050 1588 1187 3419 801 437 374 229 145 852 1504 1244 1169 322 178 673 260 847 586 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=0 0 5 13 22 15 24 21 9 15 1 6 10 22 22 2 13 18 16 22 11 9 12 19 19 19 2 24 14 14 split_gain=127.666 42.0741 29.2717 14.4191 9.98608 7.61585 7.95517 7.20978 6.9168 8.92753 6.45336 7.50213 6.39805 6.78869 6.75926 7.53419 7.8114 7.04746 6.30687 8.61862 6.13291 5.91133 5.77912 5.77539 6.88196 5.76252 5.61765 5.56644 5.64117 5.38045 threshold=52.500000000000007 88.500000000000014 20.833333015441898 0.95833334326744091 679.67916870117199 0.29217478632926946 7.4315552711486825 55042.445312500007 1.6711711287498476 0.091966174542903914 7.5000000000000009 0.64222851395607006 7.0563604831695566 28502.013671875004 12608.403808593752 13905.229003906252 0.15476191043853763 4700.2412109375009 1.1165229678153994 181.60996246337893 -9.1666665077209455 79.072917938232436 53.871601104736335 93602.050781250015 83209.484375000015 13167.736328125002 98141.367187500015 49.800859451293952 12.730377197265627 17.199156761169437 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 3 4 8 6 12 21 -1 -10 11 -9 14 26 15 -6 17 20 19 -4 -17 29 -3 24 -20 -5 -14 28 -8 -2 right_child=1 22 18 25 5 -7 27 10 9 -11 -12 -13 13 -15 -16 16 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0048774568507124229 0.004818986544351261 0.032951824676506529 0.0087455405486450994 -0.02065691748314356 0.015342766324710497 -0.017321538024006381 -0.015050448192303108 0.00056075987981128034 -0.025618119725558251 -0.010701841695960421 -0.0021179056378416113 0.028388584729697967 0.009012845348137696 0.02744389042708488 -0.016005914059360891 0.014935613289316765 -0.02774045173986029 0.015749436701700252 0.001358364868334455 -0.017805466877092873 -0.0082246442300801439 0.026866804691847827 0.0054746500204706202 -0.0099317085969742175 0.019453120468552798 -0.0024076749924201351 -0.016788933452974546 -0.037308240269009529 0.012032713257308834 0.014760050794463101 leaf_weight=39.558441132307053 271.55214624106884 91.91718477755785 15.921410322189329 16.163440302014351 18.912967681884766 58.850542441010475 50.544675029814243 10.968794777989386 81.586546339094639 64.789410352706909 11.469679385423659 42.510209247469902 23.18963161110878 11.202438190579413 41.779619671404362 11.64897672832012 12.233413130044935 16.304877042770386 712.45901341736317 35.619820207357407 88.216378413140774 13.497269302606581 7.4472248852252951 39.544514939188957 19.432837635278702 426.13256475329399 11.292808569967745 8.5095998421311361 8.0199711769819242 59.788344368338585 leaf_count=238 1216 805 67 71 86 293 328 59 628 376 60 245 100 55 218 47 61 78 2968 164 454 84 47 178 82 1948 72 57 46 288 internal_value=0.000106365 0.0133791 -0.0036233 -0.00710176 -0.0103602 -0.00744902 -0.00552424 0.00913251 -0.0160078 -0.0190158 0.0183016 0.022681 -0.00292113 0.00715442 -0.00535534 -0.0023348 -0.00493858 -0.00253741 0.00055661 -0.00960369 -0.00552307 0.00740555 0.0308924 0.00123544 0.00183881 -0.00307458 0.000562905 -0.014636 -0.0113416 0.00661279 internal_weight=2321.06 509.151 1811.91 988.936 546.64 360.706 301.855 409.786 185.934 146.376 64.9487 53.479 234.781 45.6849 189.096 147.317 128.404 116.17 822.978 51.5412 99.8654 344.838 99.3644 771.436 731.892 442.296 34.4824 67.0742 58.5646 331.34 internal_count=11419 2804 8615 5156 3137 1895 1602 1952 1242 1004 364 304 1171 227 944 726 640 579 3459 231 501 1588 852 3228 3050 2019 172 431 374 1504 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=0 0 5 20 13 21 1 14 16 22 12 9 19 19 16 28 19 14 22 15 20 15 1 12 13 24 27 28 1 19 split_gain=120.947 41.3295 27.6997 16.391 7.9275 6.9262 6.19905 7.30583 5.96149 7.93984 5.73365 5.70691 5.46599 6.44049 5.42807 7.64294 5.21546 5.13797 6.62742 5.09551 4.83712 4.75239 6.27896 4.73791 5.80555 7.58902 6.88641 5.12003 4.66922 6.38847 threshold=52.500000000000007 88.500000000000014 20.833333015441898 919.41525268554699 -1.0000000180025095e-35 55042.445312500007 7.5000000000000009 2.2573111057281499 1.1348375082015993 181.60996246337893 53.871601104736335 79.072917938232436 93602.050781250015 83209.484375000015 3.3099826574325566 4.7978205680847177 98399.101562500015 18.579212188720707 22710.232421875004 1.4868686795234682 41259.710937500007 -9.7499999999999982 -4.4999999999999991 2.2153606414794926 0.15476191043853763 0.6877749264240266 6.3598959445953378 0.86179450154304515 33.500000000000007 5998.2966308593759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 -1 11 7 -7 9 -4 -3 17 13 20 15 23 -14 18 -2 -6 28 -16 -23 24 25 26 -5 -26 -10 -30 right_child=1 10 8 14 19 6 -8 -9 12 -11 -12 -13 16 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.02139677559554699 0.005961954551511264 0.032763418986649494 0.0083050420055886393 0.0035716274093648167 -0.011577447972850291 0.00519412390704961 -0.002052453982853455 0.029556232786792494 0.0011315174784032648 -0.016685662371757216 0.0053280221787611473 0.026481755208124118 -0.026089015660617096 0.018823529597155671 0.015124915460475209 -0.016054369622441941 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50 51 93 51 64 52 105 internal_value=0.000103603 0.0130781 -0.00352323 -0.00691705 -0.0131916 0.00889337 0.0179287 0.0222694 0.00053992 -0.00908808 0.0306667 0.00720337 0.0012172 0.0018054 -0.00453036 -0.00947863 -0.00966244 0.00642868 0.00478693 -0.00998824 0.00133837 -0.0031469 -0.00356663 -0.0027698 -0.00578225 0.000939503 -0.0104975 -0.0175081 0.00172165 0.0119941 internal_weight=2313.23 505.361 1807.86 985.068 271.445 408.233 64.3255 52.8453 822.796 54.0756 97.1288 343.907 768.721 729.292 713.624 155.924 39.4289 330.621 277.201 195.226 709.812 557.7 545.176 77.1807 66.292 42.1371 23.319 24.1549 693.209 37.6596 internal_count=11419 2804 8615 5156 1737 1952 364 304 3459 243 852 1588 3216 3038 3419 801 178 1504 1244 1137 2956 2618 2567 369 319 204 111 115 2887 157 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=0 0 5 20 8 22 26 1 2 16 22 27 1 0 9 15 6 6 24 11 11 6 11 17 13 8 12 12 13 16 split_gain=114.728 36.7927 29.4691 15.7497 10.275 8.34752 6.54 6.21005 8.78339 6.06467 10.1255 10.3258 6.70669 11.0939 9.44686 9.2572 6.64375 11.3449 7.00038 6.3936 5.96594 7.68384 10.0059 7.24357 5.90287 5.72612 5.68907 5.63264 5.61461 5.38745 threshold=55.500000000000007 88.500000000000014 20.833333015441898 919.41525268554699 0.71242365241050731 208.15783691406253 0.027749378234148029 33.500000000000007 8703.5742187500018 4.0626900196075448 338.35804748535162 2.6523749828338627 1.0000000180025095e-35 35.500000000000007 33.718750000000007 0.50581395626068126 1.0773502588272097 2.2153606414794926 0.1696029528975487 0.58333334326744091 0.58333334326744091 1.0773502588272097 1.5833333134651186 42216.966796875007 1.0000000180025095e-35 1.9756361842155459 53.871601104736335 0.85355338454246532 -1.0416666865348814 16.745480537414554 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 -1 -2 -4 9 -9 20 19 12 14 -14 -12 -16 18 -18 29 -11 23 -22 -23 -8 -6 -17 -3 -15 -7 -13 right_child=1 26 6 -5 24 28 7 8 -10 10 11 16 13 27 15 25 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.005009315669084578 0.023619836309153108 0.032579438219464747 0.019967750149304478 -0.0043846148779883871 -0.022976415910567486 0.030121204875276881 -0.0026592653339376758 -0.0037527934936838082 0.022392745368971262 0.00071737079741783472 0.020960156942132612 -0.0007146187946805002 -0.0041456487178559475 0.002833748783635924 0.011553336351541984 -0.00054731647678163322 -0.020355505116962422 0.00076573040511620453 0.023922074877309622 -0.02862488494374725 -0.0020008119124975063 0.026348812646168524 -0.0024812001378207342 -0.014574902010854499 -0.011905052281597918 -0.02828532877069612 0.0051849091474414433 0.025435491209181281 0.0070803940520025224 0.020185436918910112 leaf_weight=95.697097726166248 33.287929490208626 87.538798086345196 15.77918756008148 712.40216794610023 83.842305809259415 9.830125615000723 174.80953601002693 20.39285996556282 26.710686951875687 12.277077093720438 17.918536722660065 89.280701637268066 20.160691693425179 12.161208570003508 18.611800774931908 12.083638817071916 32.811882987618446 75.674918711185455 14.863206520676611 14.669075399637221 140.09783056378365 22.468413770198822 20.924570024013519 62.272136777639389 89.722805544734001 15.02869753539562 7.3993982672691336 53.934878632426262 300.21267148852348 12.676227629184721 leaf_count=550 171 805 67 3420 661 58 750 83 115 51 74 374 84 50 77 50 138 316 62 61 584 95 88 273 526 62 47 225 1449 53 internal_value=0.000101051 0.0139145 -0.00314112 -0.00672077 -0.0129017 0.00934369 0.000826786 0.000479558 0.0110734 -0.000126971 0.00250707 0.00378277 0.00988423 0.0153349 0.00249673 -0.00473878 -0.000276616 -0.0056224 0.00468782 -0.0152561 -0.00264565 0.00141581 0.0124467 -0.00578904 -0.0172532 -0.0159228 0.0304443 0.0212769 0.00781092 0.00188387 internal_weight=2305.54 438.269 1867.27 981.664 269.262 343.331 885.608 869.829 47.1035 822.725 402.153 375.206 149.899 86.2568 63.6427 45.7241 225.307 108.487 116.82 26.9462 420.572 183.491 43.393 237.082 173.565 27.1123 94.9382 66.0961 310.043 101.957 internal_count=11419 2530 8889 5157 1737 1678 3732 3665 198 3467 1677 1565 622 359 263 189 943 454 489 112 1790 767 183 1023 1187 112 852 275 1507 427 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=5 9 5 8 11 12 21 5 24 8 9 7 15 18 24 2 14 18 10 6 19 21 28 15 20 28 19 15 15 15 split_gain=116.172 38.6223 27.3858 14.2663 12.7621 9.95525 7.60541 8.32062 7.5237 10.0025 7.64091 7.30426 7.05471 6.87391 10.5358 8.11241 8.98323 8.58671 7.44498 7.28339 6.83892 6.90282 7.82168 7.13033 6.71007 6.15411 6.01225 5.98584 9.95685 5.92595 threshold=47.166666030883796 78.170288085937514 9.8333334922790545 4.1946032047271737 0.83333334326744091 37.488883972167976 50716.966796875007 76.166667938232436 4.819927692413331 8.0888056755065936 1.6711711287498476 6.5227272510528573 -0.10380747169256209 273.01142883300787 0.85854592919349682 15259.346191406252 1.2334740161895754 308.45268249511724 0.75300809741020214 0.85355338454246532 28755.679687500004 11090.239257812502 0.053338143974542625 0.027402402833104137 35033.927734375007 1.7288729548454287 16428.200195312504 7.6904761791229257 12.816666603088381 0.075961541384458556 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 6 8 13 7 12 9 11 -10 -1 -2 14 18 17 -17 -15 -4 -19 21 23 -23 -14 -21 29 -18 -5 -29 -3 right_child=1 25 5 27 -6 -7 -8 -9 10 -11 -12 -13 20 15 -16 16 26 19 -20 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0064192393802874571 -0.011750037746315896 0.03411736949878745 0.010590492913609513 0.017753735573481734 -0.0044171394762271285 0.016148014737465265 0.020218671916736632 -0.020460718920993964 -0.0063326022765108035 0.020587273192147738 -0.021654846071270578 -0.021564171648219825 0.016910623872910414 0.014811574270234374 -0.024672674184098298 -0.010087320830415773 0.016588714278733825 -0.015322736499654554 -0.0059032692791514329 -0.0018629433207369137 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0.00807904 -0.0092153 -0.00122927 0.00421588 0.00282417 -0.0133419 -0.00859577 -0.0179166 -0.0106111 0.00396159 -0.0016746 -0.00589982 -0.000377554 0.00207246 -0.0038278 -0.00399479 -0.00498383 0.0054606 0.0072105 0.0156653 0.00385921 -0.0031064 0.0285652 0.00338889 0.01503 0.00345089 0.0147378 internal_weight=2316.22 578.333 1737.88 478.156 580.09 1157.79 307.342 282.752 311.87 153.066 158.803 143.179 269.584 1128.86 265.143 863.721 505.071 358.65 240.716 337.705 246.103 219.258 62.239 157.019 285.806 100.177 455.733 170.814 32.529 22.4708 internal_count=11514 3116 8398 2252 3301 5097 1351 1223 1977 860 1117 810 1154 4956 1237 3719 2153 1566 1084 1473 1055 941 275 666 1231 864 1926 901 194 149 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=0 9 2 24 16 21 9 17 14 20 13 11 23 24 21 8 17 24 20 0 13 14 8 26 20 20 23 24 8 15 split_gain=108.017 34.6069 29.1986 13.5028 13.291 9.3928 8.86079 8.5007 8.10874 9.71106 7.89781 7.73234 7.44874 10.1372 7.15087 8.39495 7.04285 11.6971 7.02247 7.33909 6.96862 10.6717 6.45346 6.24848 6.21364 7.7439 7.36997 6.12479 6.10248 10.1266 threshold=53.500000000000007 78.170288085937514 78102.539062500015 0.79168325662612926 3.8261053562164311 55042.445312500007 57.229166030883796 79934.511718750015 29.478786468505863 35561.404296875007 -1.0000000180025095e-35 -0.83333334326744068 3.4934999942779545 0.18906524032354358 47401.380859375007 1.1714165210723879 92895.960937500015 0.1696029528975487 1.0000000180025095e-35 1.5000000000000002 4.3875000476837167 5.963271141052247 9.194242477416994 0.068466044962406172 19425.040039062504 25089.772460937504 7.5858333110809335 0.29263226687908178 4.1946032047271737 8.3666663169860858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 4 7 11 28 -7 -4 9 14 18 -1 13 -13 15 20 17 -9 -5 -20 21 23 24 -6 26 -26 -16 -18 -2 -30 right_child=1 -3 3 10 8 6 -8 16 -10 -11 -12 12 -14 -15 22 -17 27 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.019974376273251708 0.003141781796302476 0.028552543186060642 -0.030227801663006738 -0.026668728972555115 0.019288898668203956 0.0050258809297430386 0.027544169044494225 -0.012750863551229352 0.019841088828663159 -0.012452759598501931 -0.0095135487911282759 -0.0018354524007460264 -0.0086952120828255198 0.025584945178311658 0.0054708097176021306 -0.0010534122797868262 0.0055931662179161401 0.026128900675767997 -0.028799867225656611 -0.0037145929762833719 -0.0010621420761417564 0.03451243882318375 0.022642819094350806 -0.0048442677227580559 -0.026807706456622275 0.0061353608724257673 0.029777432284094255 -0.006698262211963112 0.016106624485471489 -0.0054283466071687603 leaf_weight=28.682319596409798 195.79176579415798 97.871468916535378 11.084485366940497 58.716655105352402 18.266493573784828 25.650843068957329 40.650285206735134 11.601367041468622 21.581292733550072 44.209889337420464 191.68121137470007 207.62889964878559 162.67875725030899 12.887457579374312 77.160814210772514 481.56287407875061 42.719805285334587 17.423290103673935 15.079432442784308 34.537765875458717 39.181467413902283 17.950829565525055 23.0135607868433 20.48352338373661 10.970943793654444 15.488633438944815 13.138526216149328 250.04680155217648 96.298739910125732 24.6913902759552 leaf_count=128 866 863 51 515 75 153 257 50 91 195 1154 882 807 55 316 2037 196 75 105 208 163 73 96 91 49 71 59 1221 487 125 internal_value=-1.8419e-05 0.0126316 -0.0033471 -0.00855712 -0.000587526 0.00856406 0.0188322 -0.00439706 0.00170723 0.00119326 -0.0131728 -0.00495003 -0.00382545 -0.000232944 0.00203441 0.000560641 -0.00350729 0.0105884 -0.0196474 -0.0113384 0.00866712 0.0153902 0.00812304 0.00653194 0.00526115 -0.00752383 0.00900742 -0.00490473 0.00641498 0.0117118 internal_weight=2308.73 480.954 1827.78 632.891 1194.89 383.083 66.3011 332.876 783.009 761.428 300.015 411.877 383.195 220.516 717.218 577.445 321.791 29.0247 108.334 49.6172 95.8823 56.7008 139.772 38.75 116.759 26.4596 90.2993 292.767 316.782 120.99 internal_count=11514 2751 8763 3575 5188 1888 410 1593 3316 3225 1982 1872 1744 937 3030 2439 1542 125 828 313 402 239 591 166 495 120 375 1417 1478 612 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=0 0 9 20 26 11 16 2 15 2 2 6 21 28 10 21 16 17 17 24 11 14 15 8 22 20 9 16 24 10 split_gain=102.491 37.2938 21.8627 18.7163 10.295 9.47783 7.60318 7.00805 10.1982 7.00004 8.01105 7.96056 7.83554 14.4188 6.88386 6.86769 10.2353 8.9706 6.82467 8.32914 6.75273 6.41919 6.17607 7.03083 8.96363 6.26795 6.07427 6.06844 5.827 6.29361 threshold=63.500000000000007 21.500000000000004 79.072917938232436 879.60256958007824 0.027749378234148029 -1.0000000180025095e-35 1.1846386194229128 8185.6689453125009 -0.026671408675611016 3393.4602050781255 3087.378784179688 15.072023868560793 3331.242553710938 2.7015986442565922 0.57757222652435314 39651.001953125007 2.4501119852066044 86518.613281250015 15455.573730468752 0.34854941070079809 4.1666667461395273 17.921017646789554 1.2970588207244875 4.6563735008239755 2901.3093261718755 3303.1665039062505 40.422618865966804 30.619781494140629 9.618260860443117 6.0459485054016122 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 5 -3 14 -2 9 15 10 12 -11 -6 -14 -1 -9 -17 -18 -7 -20 21 28 25 -24 -25 -8 -12 -26 29 -5 right_child=2 4 -4 20 7 18 22 8 -10 11 26 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31 leaf_value=-0.0033229124077677639 -0.013312226117335161 0.022998577656618596 0.028748006241190699 -0.006157146965184792 -0.007742611337743348 -0.028033216436989621 0.012425708582189565 -0.016895895525087915 0.0052793731960652573 -0.0057245324668680738 -0.0023820613373996997 0.016485963689925193 0.021814718707309097 -0.0077068373598006435 -0.023380776636049046 -0.019847278850066638 0.032655576790247581 -0.0032352832558468709 0.020232005512211729 -0.0085457488883596538 0.002990501632406788 0.010544901692639998 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0.00359089 -0.00143235 0.00280556 -0.00450671 -0.00138393 0.00677104 -0.0200567 -0.00691421 0.00172783 0.0128457 -0.00858948 -0.00655594 -0.00407725 -0.00526922 0.012445 0.00750859 0.0136075 0.0183661 0.0112707 0.00618823 -0.00586104 -0.00483211 internal_weight=2301.34 2008.93 292.408 988.119 1020.81 266.722 201.075 1000.99 517.448 483.544 203.3 280.244 135.995 59.5817 111.38 71.6528 38.4035 25.3437 155.343 140.634 721.396 617.29 190.169 103.709 64.4299 86.4607 67.3055 44.7547 595.022 531.213 internal_count=11514 9579 1935 5240 4339 1762 1100 4255 2194 2061 841 1220 558 246 812 311 173 113 950 877 3478 3035 1052 577 387 475 283 257 2934 2536 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=5 5 5 28 8 16 26 11 14 18 11 15 22 10 28 10 24 15 16 26 13 20 22 27 13 13 2 26 15 0 split_gain=99.6526 35.7709 23.3271 12.0939 9.82504 9.69232 8.55734 8.05908 7.50271 9.58639 8.93112 8.45875 12.0732 6.78215 14.3395 7.28411 8.34361 6.74318 6.24909 5.77657 5.7438 8.71007 7.89294 5.63784 5.50946 7.41473 5.38639 5.30323 6.34932 5.73465 threshold=47.166666030883796 85.166667938232436 9.8333334922790545 7.5116682052612314 4.2462089061737069 3.8261053562164311 0.58245575428009044 -0.41666667163372034 29.478786468505863 31439.084960937504 4.1666667461395273 1.9857142567634585 7564.3371582031259 3.9000705480575566 0.25524233281612402 6.0459485054016122 0.031176926568150524 -0.16397849470376966 1.9516135454177859 0.47417058050632482 3.9583333730697636 29092.626953125004 2385.787963867188 3.6657605171203618 -0.82575756311416615 -0.15476191043853757 32205.426757812504 6.7211718559265146 -0.0863354057073593 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 27 13 17 19 -5 10 -10 11 -8 -13 23 -15 -16 -17 18 -4 -7 -6 22 -22 -2 -9 -26 -27 28 29 -1 right_child=1 -3 5 7 20 6 8 24 9 -11 -12 12 -14 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0028038135558605217 0.0060864155910143984 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344.8507297411561 23.998544245958328 18.21124304831028 15.316464006900786 11.358109578490255 37.211727000772953 17.577593810856342 23.289532080292702 12.338402926921843 151.40266229212284 9.8750618174672109 255.26958812773228 36.994493424892426 leaf_count=122 984 794 102 358 505 884 997 69 74 69 928 90 174 60 51 49 212 1584 118 77 95 62 190 114 188 66 928 68 1277 225 internal_value=-1.71615e-05 0.0108809 -0.00360482 -0.00856199 0.00782974 -0.00115073 0.000814923 -0.0135995 -0.00127038 0.0134113 -0.00213222 -0.00567325 -0.0153754 0.00482144 -0.00254041 0.00310209 0.00719509 -0.00499525 -0.0158284 0.00565038 0.0138536 0.0068459 0.00169497 0.0073692 -0.0109927 -0.0122688 -0.010016 -0.00478095 -0.0054563 -0.0141271 internal_weight=2293.88 568.121 1725.76 571.45 487.955 1154.31 763.79 245.014 533.651 29.5892 504.062 282.181 62.8588 325.435 83.6693 69.3539 58.9128 390.516 45.6658 230.139 162.521 63.8863 52.5282 241.765 199.27 187.031 163.741 326.436 316.561 61.2911 internal_count=11514 3116 8398 3301 2322 5097 3293 1609 2332 143 2189 1261 264 1470 372 312 261 1804 220 961 852 347 285 1098 1251 1182 994 1692 1624 347 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=5 5 5 28 21 27 12 16 8 12 11 8 27 1 15 5 10 10 14 18 20 21 6 8 11 8 13 8 16 24 split_gain=94.2541 35.0463 22.1189 11.5908 9.5469 9.39495 9.31498 9.13503 8.14602 8.08367 7.85659 7.68633 7.53597 12.0204 7.42509 7.38293 7.33679 9.74182 7.44243 7.71394 7.15318 7.09179 6.95286 6.69303 6.60078 10.1205 6.53036 6.80251 10.0338 6.2755 threshold=47.166666030883796 85.166667938232436 9.8333334922790545 7.5116682052612314 50716.966796875007 18.083149909973148 2.0408329963684086 3.8261053562164311 1.1571011543273928 37.488883972167976 -0.41666667163372034 4.1946032047271737 19.02449989318848 4.5000000000000009 8.3666663169860858 45.833333969116218 3.9000705480575566 7.4436261653900155 2.6397314071655278 308.45268249511724 154.32686614990237 59112.337890625007 2.1014931201934819 1.0045250058174136 -1.0000000180025095e-35 1.4056724309921267 -0.27922078967094416 1.3373047113418581 2.5170414447784428 0.65054315328598034 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 6 11 -6 12 24 23 15 -5 16 13 -1 -13 20 -2 -18 19 -19 -10 -14 -8 -9 25 -4 -26 28 -28 -29 right_child=1 -3 7 10 5 -7 22 8 9 -11 -12 14 21 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 26 -27 27 29 -30 -31 leaf_value=-0.018512948165504126 0.005973889307804214 0.029236120048414267 -0.0025699498389161433 -0.02462363274915625 0.021672357793251381 -0.010542891793779574 0.024144027578736196 0.0051420840647070391 -0.018810524156492564 0.015118997854691282 -0.010734283545466052 0.015395587229694804 0.018502557551941263 0.0094676833644556299 -0.0054392661880617969 -0.021645982917290814 -0.020622299327587357 0.019101915691245554 -0.017982943067487791 -0.009520016316567825 -9.5832098199313332e-05 -0.0043944573865518878 -0.0094365133923810796 0.025462294696249631 0.020272224428713945 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threshold=68.500000000000014 12.833333492279055 79.072917938232436 -1.0000000180025095e-35 0.83333334326744091 1.0000000180025095e-35 10.062500000000002 7215.9663085937509 6.7211718559265146 17.224345207214359 11.833333492279055 1.6297879815101626 1.7381182312965395 0.36299955844879156 40.041666030883796 41.541666030883796 396.81585693359381 15066.079589843752 13948.365234375002 20810.438476562504 22043.571289062504 1.5979999899864199 2.1014931201934819 14.083333492279055 6.1930837631225595 1.1406125426292422 5726.4526367187509 6864.4077148437509 1271.779235839844 1.7737529873847964 decision_type=2 2 2 2 2 2 2 2 2 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 25 4 5 -1 14 23 10 -10 11 27 -13 -9 17 16 -16 18 29 20 21 -19 24 -8 -7 -2 -27 28 -5 -3 right_child=2 6 -4 8 -6 22 7 13 9 -11 -12 12 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.02771662990309252 -0.0072607172802041106 -0.017218081969161733 0.028992874163542265 -0.0016907558864961653 0.013008092839377297 -0.011951393983523559 0.015119225504685427 0.025608460835119914 -0.035420143261039906 -0.0074789385635962522 -0.021737671305373636 0.03431581645915769 0.00062096373382902954 0.0071711994146603309 0.0064163400519953884 0.001354154311068704 0.033652994795740382 -0.014163675990031762 -0.027664898848561943 -0.0018014548512348247 0.030665353006155773 0.0093928643086197052 -0.026816255314432227 -0.0079361637607551962 0.010351214701851968 -0.0057432698150814004 0.015227874307298418 0.016361724006044125 -0.020810640264232669 -0.0028421914257339433 leaf_weight=50.908671744167805 13.502617061138151 24.149074971675873 84.908333323895931 226.17615048587322 11.699448153376578 73.363288231194019 12.572281762957571 21.882431343197823 11.091155618429182 173.36450482159853 15.694397091865538 14.281776309013368 13.129074871540068 113.46855489909649 19.423649594187737 365.44909583032131 14.171909376978872 13.403007552027701 16.765975147485733 349.97838260233402 12.775387600064276 66.404263272881508 20.360085658729076 47.938874587416649 12.370020568370817 12.701274052262304 118.62184044718742 13.025190368294714 19.333229780197144 315.28333880007267 leaf_count=481 64 101 828 1114 64 407 54 100 62 1046 78 73 75 475 80 1556 58 55 74 1539 54 279 139 202 67 61 722 62 102 1410 internal_value=6.1088e-05 -0.00193215 0.0178341 -0.00711295 -0.0151366 -0.0172338 0.000501986 0.00604361 -0.00432833 -0.00915902 -0.00137431 -0.000256649 0.0181769 0.010152 -0.000404167 0.00274764 0.0179058 -0.00197875 -0.00498521 0.000441028 0.008918 0.00543673 -0.0122037 -0.00314599 -0.00873346 0.011292 0.0131996 -0.00221104 -0.0031964 -0.00386497 internal_weight=2278.2 2048.46 229.734 654.797 168.702 157.002 1393.67 195.862 486.095 184.456 301.64 285.945 27.4109 135.351 1197.8 399.045 33.5956 798.759 356.198 442.561 92.5827 79.8073 106.093 60.5112 85.7333 144.826 131.323 258.535 245.509 339.432 internal_count=11482 9807 1675 3770 1158 1094 6037 831 2612 1108 1504 1426 148 575 5206 1694 138 3512 1585 1927 388 334 613 256 474 847 783 1278 1216 1511 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=0 5 9 13 8 22 13 2 26 25 5 12 6 12 14 7 7 15 9 14 9 16 13 21 18 18 18 28 1 15 split_gain=85.359 27.1537 18.3996 15.5829 8.36227 8.06032 7.32599 7.74672 7.31099 8.73302 7.24869 10.6994 8.22334 6.42138 8.38508 6.21724 8.81057 8.73713 6.10155 9.83789 5.97651 5.69489 5.53823 5.07465 7.46966 4.9254 6.89339 4.80749 4.80559 4.74321 threshold=68.500000000000014 12.833333492279055 79.072917938232436 -1.0000000180025095e-35 1.1571011543273928 3063.651977539063 10.062500000000002 7215.9663085937509 6.7211718559265146 17.224345207214359 11.833333492279055 1.6297879815101626 1.2844570279121401 2.5811814069747929 6.1930837631225595 40.041666030883796 41.541666030883796 0.59307357668876659 36.677083969116218 7.8862652778625497 36.677083969116218 19.093827247619632 14.083333492279055 63960.000000000007 3804.5944824218755 6864.4077148437509 1271.779235839844 1.5921710133552553 -17.499999999999996 -0.41565039753913874 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 -2 -1 15 22 10 -10 11 25 -13 14 28 18 17 -17 -3 -20 -6 -9 -8 -11 -25 26 -5 -4 -7 -18 right_child=2 6 27 8 20 13 7 21 9 23 -12 12 -14 -15 -16 16 29 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.024998840724344527 -0.0064641594537111552 -0.0011435162998781551 0.014183094876211949 -0.0016412036479658894 -0.0068270628031536678 0.010591469499301174 0.014686285662933065 0.0072249095603773954 -0.034974802598732514 -0.022558043366629185 -0.021279941740504283 0.03151979784302749 -0.0016207029904957021 -0.022598293037988507 0.014091113850406916 0.030737390330061884 0.012935189808133711 -0.00013747024687540889 -0.019067594439897827 0.0057960647860460113 0.016114273026490718 0.024235393448625058 -0.0076956629502770183 -0.0096500883766190895 0.0050292926875728713 0.015770526583354313 -0.020390994297912975 0.032330085628992422 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-1.0000000180025095e-35 8.3342347145080584 25507.562500000004 1.1571011543273928 10.062500000000002 7215.9663085937509 0.36299955844879156 4.7978205680847177 2.0408329963684086 46724.498046875007 3.3680888414382939 40.041666030883796 41.541666030883796 0.59307357668876659 15066.079589843752 13948.365234375002 20810.438476562504 22043.571289062504 1.5979999899864199 36.677083969116218 -17.749999999999996 14.083333492279055 3.8338274955749516 9.5357141494750994 5726.4526367187509 0.642877757549286 24803.788085937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 23 -2 14 24 -10 11 -5 13 -12 17 16 -16 18 -3 20 21 -19 -8 -1 -9 26 27 -24 -29 -21 right_child=2 7 -4 10 -6 -7 22 8 9 -11 12 -13 -14 -15 15 -17 -18 19 -20 29 -22 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=0.010280582914067703 -0.0062544218580725492 -0.0036926016181667446 0.028530688629586205 -0.0025178352428256536 -0.023594062156381868 0.014737630790772994 -0.006600909072272094 0.014266471458905755 0.024635372371208854 0.0067176204047985928 -0.038614220617422867 0.020533886129783359 -0.0058997310717483105 -0.0079978949099554081 0.029761893122633207 0.0012746769095276092 -0.00013334547556194312 -0.013581337952637268 -0.026944031188085527 -0.010551305184905106 0.029760705734939726 0.0091716362445276693 -0.0035994675860632273 -0.01507940147733668 -0.0074627168560820484 0.03025591833416752 -0.0078821938919371084 0.033093384853364674 0.014364444478428164 -0.00029767879088901157 leaf_weight=8.4627769440412504 21.067015886306763 338.93495410680771 81.241386838257313 243.66009858250618 59.738866485655308 12.850368335843084 11.285611040890215 12.536874443292616 21.592306926846504 113.29483158886433 11.485140323638918 16.976064622402191 200.60539547353983 11.078627929091452 19.082410305738449 365.30069808661938 14.549732670187948 13.406450793147085 16.65496900677681 47.855185091495514 12.781859844923018 66.457625433802605 8.9848795160651189 84.272803038358688 47.966824784874916 18.445163950324059 16.678154207766056 21.086803942918777 45.482980988919735 301.8807001709938 leaf_count=34 101 1511 828 1187 521 67 60 54 100 475 67 83 1218 57 78 1556 60 55 74 201 54 279 44 536 202 160 90 115 277 1338 internal_value=5.77874e-05 -0.00182526 0.0171981 -0.00675428 -0.0145403 -0.00941789 0.0107613 0.000472796 0.00570088 0.00958584 -0.00409364 -0.0010164 -0.0076875 -0.0235819 -0.000380672 0.00258597 0.0168288 -0.0018638 -0.00478164 0.00048159 0.0087197 0.00535219 0.0137004 -0.0127651 -0.00296025 0.0157705 0.0128736 0.0174553 0.0202971 -0.00170071 internal_weight=2265.7 2041.43 224.272 649.13 165.325 105.586 143.031 1392.3 195.391 134.887 483.805 260.636 223.169 22.5638 1196.9 398.933 33.6321 797.972 355.59 442.382 92.6459 79.8641 121.964 92.7356 60.5037 110.678 92.2328 75.5547 66.5698 349.736 internal_count=11482 9807 1675 3770 1158 637 847 6037 831 575 2612 1270 1342 124 5206 1694 138 3512 1585 1927 388 334 746 570 256 686 526 436 392 1539 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=5 5 0 13 11 20 12 7 7 26 25 5 12 6 17 12 16 20 17 19 12 1 16 6 6 25 11 21 20 19 split_gain=77.4319 25.6788 18.135 14.3183 10.1813 9.06767 8.11922 6.77547 6.96578 6.72849 8.43101 6.91324 9.70749 7.42894 6.70723 9.53723 8.70407 6.24425 8.84825 7.74153 6.60607 7.63355 5.95232 5.84558 5.6931 5.57893 5.52368 5.3429 9.89439 10.0395 threshold=68.416667938232436 12.833333492279055 88.500000000000014 -1.0000000180025095e-35 0.83333334326744091 1.0000000180025095e-35 37.488883972167976 40.041666030883796 41.541666030883796 6.7211718559265146 17.224345207214359 11.833333492279055 1.6297879815101626 1.2844570279121401 15455.573730468752 26.860750198364261 21.403767585754398 3460.403198242188 43942.386718750007 68035.769531250015 4.6723089218139657 2.5000000000000004 3.6482127904891972 13.297856330871584 2.1014931201934819 4.0755000114440927 -0.83333334326744068 8133.0190429687509 1623.4248657226565 5661.7683105468759 decision_type=2 2 2 2 2 2 2 2 2 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 27 4 5 -1 7 14 22 11 -11 12 -5 -14 23 16 17 -16 20 -20 25 -22 -9 26 -7 -19 -3 28 29 -2 right_child=2 6 -4 9 -6 24 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.027071723394997874 0.01543896450419651 -0.017326614884742606 0.031047651777695352 -0.0019881545292515946 0.012735147564009579 -0.0079475594971744282 0.01417443040028862 0.02903667865041783 0.0020901994557046659 -0.034429985765732196 -0.0069241315273521516 -0.020806940256985765 0.029833426433234066 -0.0015811705847543422 0.004045743227509847 -0.021622202992853248 0.026045805018275147 -0.017051647482746752 -0.01697689703963115 -0.0018769725868288459 0.023111160277829824 -0.0041369379661700149 0.0051310956222012415 0.011549207585648192 -0.025931877092375037 0.0059612738590040021 -0.0039463579526870102 0.015912821625063796 0.029223047333264279 -0.020020692880296082 leaf_weight=48.219175711274147 11.922419756650926 30.168703868985176 66.525953643023968 257.61803966760635 11.687325805425642 84.285573564469814 38.745567172765732 16.497646406292915 432.66703873127699 10.653266154229639 171.24141600728035 15.39735624194145 16.160708010196689 11.665355265140532 277.4562002569437 16.234111025929451 12.919937595725058 16.448030561208725 49.551685854792595 79.718694716691971 26.298080235719681 14.276748850941656 21.709855020046234 20.20605993270874 19.508422911167145 22.382587730884552 348.92328323423862 82.95927269756794 9.4808274805545789 18.08824060857296 leaf_count=481 59 133 752 1278 64 474 209 67 1876 62 1046 78 81 67 1197 73 54 67 214 356 111 61 92 84 139 94 1554 516 56 87 internal_value=5.63848e-05 -0.00162132 0.0184392 -0.00658015 -0.0142473 -0.0163218 0.000629461 0.000250664 0.0031745 -0.00398015 -0.0085351 -0.00122613 -0.000169911 0.0166637 -0.00125468 0.00100687 0.00174299 0.00109709 -0.00282344 -0.00766505 0.00505859 0.0135236 0.0154533 -0.00417316 -0.0113278 -0.00378663 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37.488883972167976 22.165500640869144 -0.064172957092523561 10.062500000000002 7215.9663085937509 0.36299955844879156 1.6711711287498476 35.146333694458015 3.0416666269302373 3.8452380895614628 1155.9315185546877 3.7596154212951665 40.041666030883796 41.541666030883796 0.95553359389305126 36.677083969116218 7.8862652778625497 7799.9724121093759 -1.1666666865348814 1.4688674211502077 1.1391779184341433 19.976333618164066 14.083333492279055 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 13 -7 8 10 -2 19 29 -13 -6 15 -15 -17 -11 -19 22 21 -21 -3 -24 -20 -18 28 -28 -27 -12 right_child=2 7 -4 -5 5 6 -8 -9 -10 17 11 12 -14 14 -16 16 25 18 24 20 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0045116648936258785 0.029585536832947935 -0.00098208856708912836 0.030889935052583931 -0.0012626104707125008 -0.0037028076078957891 0.027975078693659939 -0.015332955716269987 0.013810580359479735 -0.024289884459017027 -0.0014474738203192211 0.014305720354041309 0.023952582644114786 0.0060780840468484887 0.004962162215082065 -0.022917182700494847 -0.032544542697293531 -0.024127307656909031 0.021207462956656133 0.010336345631417044 0.027870748375588558 0.0011496887919466923 -0.0044824259924098392 -0.018293225047336745 0.0046391385364498083 -0.016254556396831116 -0.025266607934189073 0.024255095002736607 -0.0088147316928663365 -0.0023946633350346957 -0.006837155006415005 leaf_weight=40.441049464046955 17.056742362678051 716.66822299361229 64.88447405397892 272.50562708079815 46.93189625442028 10.821805842220785 11.501379832625387 38.575963541865349 12.169970408082007 34.42290036380291 12.008357062935827 21.286261349916458 110.74837435036898 16.79888242483139 65.088623091578484 19.246424578130245 24.246469624340534 42.009902715682983 18.370104141533378 21.6828393638134 369.72450911253691 12.028574347496031 42.581332936882973 20.452613085508347 9.7679400965571386 29.480389565229416 8.8261921256780607 83.011068314313889 14.930012777447699 45.341772437095642 leaf_count=237 114 3169 752 1320 273 49 78 209 59 188 52 99 472 100 538 132 176 252 107 89 1588 50 179 85 57 182 50 540 95 191 internal_value=5.48851e-05 -0.00157584 0.0181281 -0.00640996 -0.0101875 -0.011984 0.00566186 0.000610915 0.000243187 0.0113201 0.000460719 0.0055167 0.00895976 -0.0132606 -0.0149751 -0.012345 -0.0139625 0.00834079 0.0131441 -0.000348591 0.0024179 0.0163268 -0.00178004 -0.0108524 0.00110549 -0.0117342 -0.00952869 -0.00563649 -0.0175775 -0.00241012 internal_weight=2253.61 2067.1 186.512 643.83 371.324 330.883 22.3232 1423.27 1384.69 121.628 1372.52 189.385 132.035 308.56 261.628 196.539 179.741 104.571 70.1479 1183.14 403.436 33.7114 779.702 63.0339 28.138 160.494 136.248 91.8373 44.4104 57.3501 internal_count=11482 10012 1470 3770 2450 2213 127 6242 6033 718 5974 814 571 2086 1813 1275 1175 604 416 5160 1727 139 3433 264 164 1043 867 590 277 243 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=9 7 18 14 24 17 22 25 6 11 15 27 25 9 22 9 16 10 26 21 17 22 11 7 24 16 10 17 25 22 split_gain=71.4812 38.7019 16.9109 15.4636 11.8435 8.35684 7.94875 8.24394 7.46746 6.72092 6.70877 6.62036 6.37329 6.35191 5.94889 7.33304 6.16375 5.93449 12.9167 5.89256 6.75756 5.83609 5.486 6.73195 5.03555 5.79955 4.97949 5.76254 9.27421 5.07303 threshold=79.072917938232436 32.348484039306648 248.40063476562503 5.2141270637512216 49.800859451293952 39425.201171875007 12267.323730468752 8.3023538589477557 13.444326400756838 13.833333492279055 1.7700320482254031 2.2578499317169194 1.041541635990143 36.343750000000007 15432.210937500002 56.973455429077156 5.9604935646057138 3.5917716026306157 0.39686870574951177 4167.5961914062509 7274.0187988281259 19401.577148437504 2.1666666269302373 53.041666030883796 34.288499832153327 16.455416679382328 19.005057334899906 12284.519042968752 4.0066964626312265 20124.336914062504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 24 12 8 6 -5 13 11 10 -10 -4 -3 -8 15 16 -14 19 -19 -17 -21 -16 -7 -24 25 -1 27 28 -13 -29 right_child=-2 3 4 5 -6 22 7 -9 9 -11 -12 26 14 -15 21 17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0095719330446585055 0.028291403163181655 0.017500357237176006 -0.01815385053286574 0.010073603787349016 -0.029266869673921881 0.026173006041079253 0.0033666624131769526 0.016673893304685494 0.00069967605635739161 -0.0100883272022287 0.023569418664363458 -0.0018220500945273479 -0.0016005880922427872 -0.019865326525590924 0.024729774543084577 0.02053758726760575 -0.014536502447757164 -0.022455003217344591 0.017223845239678737 -0.0079515163928698708 0.011930351084764063 0.0018486673754282924 -0.0059077038539139277 0.022502151886966977 -0.020173636235602487 0.015744510650709604 0.015349295236264278 -0.00037126742805020492 -0.016503997143628886 -0.0071384328278568613 leaf_weight=288.80815602093935 76.217274531722069 19.94428825378418 24.361811950802803 159.55032617598772 14.608226440846918 38.375446580350399 19.055735796689987 14.418810442090033 20.517670974135399 14.045844525098799 26.395466148853302 96.283946320414543 309.91210389137268 23.846974313259125 16.814080119132996 28.82321709394455 37.121570959687233 17.804517254233364 12.615594208240507 25.100916221737862 39.751726910471916 24.874484926462173 14.241415798664095 15.873608477413653 40.179799072444439 8.3801859393715841 14.151903003454207 618.27843221276999 64.768893301486969 118.86831887811422 leaf_count=1803 827 83 104 738 85 209 80 72 90 61 109 431 1284 113 75 125 157 81 80 112 192 118 83 130 341 41 62 2868 308 616 internal_value=-0.000263914 -0.0012679 -0.0043888 0.00388061 -0.00245016 0.00951614 0.00663106 -0.002951 -0.00205751 0.00811665 0.0135672 -0.00271961 0.000862064 -0.00954657 0.000214975 -0.000746185 -0.00298432 0.00551275 -0.0059997 0.00925127 0.00423517 0.0110772 0.0186516 0.00906711 -0.0102057 -0.00885805 -0.00230749 -0.00258568 -0.00772653 -0.0014625 internal_weight=2243.99 2167.77 1349.65 818.125 1012.28 285.362 216.872 57.3215 997.672 60.959 46.9131 936.713 532.762 42.9027 512.818 471.13 347.034 124.096 30.4201 93.6759 64.8526 41.6886 68.4905 30.115 337.368 297.188 912.351 898.2 161.053 737.147 internal_count=11478 10651 6919 3732 4734 1425 1003 265 4649 260 199 4389 2307 193 2224 2031 1441 590 161 429 304 193 422 213 2185 1844 4285 4223 739 3484 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=9 7 18 14 24 8 11 21 22 14 6 11 9 5 1 15 21 24 14 20 25 20 20 22 27 13 27 28 28 24 split_gain=68.7328 36.4993 16.0797 14.69 11.3024 7.77446 8.9046 6.95129 6.85605 6.97299 8.9862 6.5932 13.1876 6.30638 7.45604 7.94162 9.25986 7.57659 6.87368 6.30552 6.28901 6.0931 5.98047 7.28559 8.09904 5.54171 5.16146 5.00793 7.52649 4.88325 threshold=79.072917938232436 32.348484039306648 248.40063476562503 3.53981626033783 49.800859451293952 14.986366271972658 13.833333492279055 47908.169921875007 20124.336914062504 5.4851727485656747 1.0773502588272097 1.5833333134651186 40.010416030883796 35.833333969116218 1.0000000180025095e-35 3.7596154212951665 8440.0468750000018 0.046307103708386428 10.78270196914673 25089.772460937504 1.041541635990143 32353.446289062504 282.91210937500006 11632.704589843752 9.0004997253417987 2.4083334207534794 2.2578499317169194 0.12294296547770502 0.70827797055244457 34.288499832153327 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 29 20 5 8 25 13 26 -10 -11 -9 -13 18 15 16 -15 -17 -5 -12 -3 -21 -16 27 -25 -7 -4 -24 -29 -1 right_child=-2 3 4 7 -6 6 -8 11 9 10 19 12 -14 14 22 17 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00863489232224403 0.028065109298423718 0.017025114576354139 -0.015513236183361062 -0.0015151955932824447 -0.028735389779366596 0.0024199590912139623 -0.012536193804763536 0.026031650523503175 -0.01507156928059397 0.012524296565289665 -0.028349674845084775 -0.028988905329761727 0.017821449368905347 0.018540327563018735 -0.012097210915377379 0.0040589492530132189 -0.0098983042068976484 -0.027728889038631192 0.025443247920372229 0.011504821006907515 -0.00019729583818508926 -0.012905207456302175 0.029695617319709509 -0.008292546025287284 0.020324616370865287 0.024508059437141242 -0.0011069116675210358 0.0035754863695041665 0.022766381649668755 -0.019850775679053662 leaf_weight=295.74795237928629 74.552117675542831 19.886865094304085 23.054572924971581 12.162052959203718 14.434710122644899 17.140442714095116 13.299580425024031 36.115759447216988 74.071507714688778 25.166927397251129 12.049699246883391 7.0206412896513966 23.707146234810352 21.368633225560188 11.912760555744169 10.845582216978075 19.901765786111355 17.862852342426777 28.364407181739807 14.960717357695101 471.82807124406099 23.91495481133461 16.71470533311367 30.947920858860016 12.493964619934557 25.329877108335495 767.79482911527157 44.248282238841057 31.476433575153351 39.616890735924244 leaf_count=1844 827 83 98 50 85 75 58 194 413 109 55 37 181 97 51 49 88 84 121 69 2030 124 78 153 66 105 3543 204 166 341 internal_value=-0.000256398 -0.00123236 -0.00426728 0.00377069 -0.00237938 -0.00199771 0.00888542 0.0087181 -0.0026427 -0.00851928 -0.00214101 0.0173409 0.00712629 0.00648666 0.0044645 -0.00360263 0.00482641 -0.01572 0.017353 -0.00938849 0.000499245 -0.00351138 0.00828419 0.010071 -6.21985e-05 0.0155936 -0.00152688 0.0148331 0.0115526 -0.00995983 internal_weight=2237.99 2163.44 1346.58 816.858 1011.22 996.783 55.7699 325.143 941.013 150.164 76.0923 66.8435 30.7278 258.299 217.773 69.9788 41.2704 28.7084 40.5265 50.9254 491.715 38.8757 147.794 135.881 43.4419 42.4703 790.849 92.4394 75.7247 335.365 internal_count=11478 10651 6919 3732 4734 4649 238 1619 4411 770 357 412 218 1207 1036 318 185 133 171 248 2113 193 718 667 219 180 3641 448 370 2185 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=9 7 18 6 24 16 21 18 18 21 8 11 16 17 19 25 2 25 25 24 1 27 6 16 12 28 28 12 21 16 split_gain=66.089 34.4195 15.2782 12.278 10.7857 9.29288 7.56611 8.03044 8.69554 7.34781 7.31935 8.38245 6.36802 7.35582 6.16122 10.3254 5.59767 5.32605 8.59458 6.3123 6.02622 5.28485 5.25653 7.27392 5.62635 7.03826 5.20556 7.71091 9.94027 11.2865 threshold=79.072917938232436 32.348484039306648 248.40063476562503 2.9433757066726689 49.800859451293952 20.1225118637085 59112.337890625007 3477.3081054687505 4836.8608398437509 6330.4199218750009 14.986366271972658 13.833333492279055 1.0339469313621523 15455.573730468752 67216.121093750015 1.9674583077430727 3001.992553710938 1.041541635990143 1.0988749861717226 0.081748243421316161 -1.4999999999999998 2.2578499317169194 5.6715474128723153 6.9124431610107431 20.512189865112308 3.135916113853455 6.8673686981201181 1.0000000180025095e-35 32798.607421875007 8.4870662689209002 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 7 12 -9 -7 21 -12 -3 17 -8 -16 -5 -14 -19 20 -20 -4 -18 -24 -25 -26 -23 -28 29 -29 right_child=-2 3 4 16 -6 9 14 8 -10 -11 11 -13 13 -15 15 -17 22 18 19 -21 -22 26 23 24 25 -27 27 28 -30 -31 leaf_value=-0.0097167237480048508 0.027839783011109984 0.015867917004021393 -0.01640159274425539 -0.0065913774105805407 -0.028213851358913321 -0.0068052221850943215 0.034638996098842585 -0.035996575847324373 -0.0036506564006717609 0.022675131223889693 0.015140630259423225 -0.012128300501231537 0.016051290086464314 0.0062511683107272144 -0.018429173258791808 0.019563024249164809 0.022310967594746389 -0.021016712569401817 0.021782489710610378 -0.0060205783461263649 0.00075293919361076869 -0.00099672598073826291 -0.013121443001153643 0.0229371307027442 -0.0078812618992746379 0.016094338364910744 0.01697716725362157 -0.032081138086140493 -0.004323788034530345 0.0013860706542934086 leaf_weight=333.47757846862078 72.925514593720436 25.095159113407135 24.208483383059502 13.636768102645872 14.263110980391501 9.9890294224023801 9.6791627034544927 10.873990021646021 23.964882038533688 31.937386222183704 42.429804190993309 13.333925291895865 14.612331196665762 142.05838273465633 9.6157324463129061 19.482769906520844 42.119082219898701 21.088128477334976 13.092579886317251 148.6433931440115 193.75257314741611 713.65239015221596 11.243225894868372 29.570858925580978 18.872731454670429 26.482863798737526 11.900570333003996 27.407038055360317 149.3227070197463 13.554273530840872 leaf_count=2185 827 105 104 59 85 45 45 48 106 169 180 58 61 625 41 117 216 86 55 667 809 3256 56 157 94 171 60 151 777 63 internal_value=-0.000249046 -0.00119766 -0.00414906 0.00366298 -0.00231088 0.00197398 0.00106657 0.000227287 -0.0137465 0.0156514 -0.00193987 0.00862023 0.00109921 0.00040418 0.0139051 0.00700833 0.0116826 -0.00171912 -0.00240867 -0.00130481 0.00208404 -0.0025663 0.0136251 0.00937948 0.0127559 0.00611795 -0.00220059 -0.00644987 -0.00791502 -0.0210067 internal_weight=2232.29 2159.36 1343.55 815.811 1010.07 673.886 631.959 593.181 34.8389 41.9264 995.809 55.7637 558.343 533.247 38.7777 29.0985 141.926 391.189 376.577 355.489 206.845 940.045 128.289 86.1697 74.9265 45.3556 915.837 202.185 190.284 40.9613 internal_count=11478 10651 6919 3732 4734 2979 2765 2562 154 214 4649 238 2408 2303 203 158 753 1678 1617 1531 864 4411 694 478 422 265 4307 1051 991 214 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=9 7 18 14 24 2 28 14 24 1 12 18 2 2 13 26 27 5 1 25 12 18 23 24 13 15 9 5 8 10 split_gain=63.5458 32.4547 14.5086 13.3476 10.2926 7.57155 9.64114 9.03055 8.19212 9.31796 7.09515 9.22514 5.54218 7.73718 12.3029 5.62596 5.50362 5.40707 6.74344 5.39048 5.38395 5.28991 5.19506 5.97767 5.05094 10.085 6.09013 5.01976 6.98271 7.15695 threshold=79.072917938232436 32.348484039306648 248.40063476562503 5.65785837173462 49.800859451293952 3975.4760742187505 10.545944213867189 8.3880777359008807 0.043404962867498405 3.5000000000000004 4.6006889343261728 13815.500976562502 35790.511718750007 94004.078125000015 5.5357143878936776 11.785973072052004 2.2578499317169194 28.833333015441898 -1.4999999999999998 1.041541635990143 2.0408329963684086 8378.0644531250018 3.4934999942779545 2.8890926837921147 12.09999990463257 3.7596154212951665 44.860416412353523 57.833333969116218 4.5758202075958261 3.539277315139771 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 10 6 7 -5 -9 -10 11 16 17 14 15 -14 -4 18 -12 -3 -13 -19 -20 -24 25 26 -7 -21 29 -29 right_child=-2 3 4 5 -6 24 -8 8 9 -11 12 20 13 -15 -16 -17 -18 21 22 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0094763931401745313 0.027615269757893596 0.01620691831613098 -0.018204620541463372 0.029835544037459125 -0.02770178565791066 0.00881567543465267 -0.024170371082408257 0.01835084121308837 -0.019808225745716977 0.013573497850613448 -0.025971962070465041 -0.0057712081406436277 0.033542176325957448 -0.0093394253108043061 -0.0060420475977904509 0.011750126145657652 -0.0020620627428057274 0.016686196921675091 -0.018498682185131326 -0.0016247060911293893 -0.029344230411555643 -0.0072092024270486964 0.015982037357710806 -0.0038725585721887238 0.022645919337122376 0.0018081892663646131 0.024282918886625284 0.0077876906563710407 0.024871965878348317 -0.0066280174870653394 leaf_weight=331.70412851125002 71.336933076381683 19.779278770089149 19.513674795627594 11.142373546957968 14.093548700213431 45.80022981762886 11.825423419475554 14.932215631008146 21.976195603609085 11.444976612925528 11.675417050719259 16.490384548902512 22.296185106039047 15.737831212580202 18.724068626761436 20.433455541729927 734.17385444790125 25.321716919541359 13.527383387088774 371.09840360283852 18.50536722689867 12.431484207510946 19.249109894037247 46.897454172372818 33.159836910665035 76.680508807301521 45.843569323420525 89.283925220370293 14.219405941665171 47.477669425308704 leaf_count=2185 827 83 84 49 85 214 50 63 95 52 54 94 96 88 77 96 3430 106 56 1538 115 53 86 214 209 372 275 413 85 234 internal_value=-0.000241903 -0.00116387 -0.00403335 0.00355873 -0.00224411 0.00897063 0.000570259 0.00548773 -0.000122894 -0.00837676 -0.00188351 -0.00317916 0.00306989 0.00942907 0.0142355 0.0231211 -0.00248001 -0.000732312 -0.00467924 0.000834042 -0.0182364 0.00881785 -0.001559 0.00190527 0.0119442 0.00983594 0.016553 0.000251631 0.00486351 0.00278318 internal_weight=2226.78 2155.44 1340.78 814.664 1009.07 272.805 71.3212 59.4958 48.3534 33.4212 994.977 788.683 206.294 77.1915 61.4537 42.7296 753.688 129.103 91.3494 541.859 34.9958 37.7532 79.6739 66.1466 201.484 168.324 91.6438 522.079 150.981 136.762 internal_count=11478 10651 6919 3732 4734 1379 309 259 210 147 4649 3723 926 357 269 192 3514 569 410 2353 209 159 356 300 1070 861 489 2270 732 647 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=9 7 24 14 6 18 21 21 12 9 28 5 1 15 21 24 14 27 10 21 28 10 13 15 8 28 11 22 22 25 split_gain=61.0997 30.607 14.0501 12.6481 11.7897 8.52671 7.66897 6.23033 6.75285 7.15012 6.51503 5.87033 7.0127 7.4009 8.7154 6.93348 6.49129 5.54642 5.62262 5.59508 11.8037 6.20821 6.06047 7.41293 6.10407 7.97082 5.97384 5.4623 6.79085 6.45473 threshold=79.072917938232436 32.348484039306648 28.897273063659672 3.53981626033783 15.916417121887209 248.40063476562503 55745.466796875007 47908.169921875007 6.9641015529632577 38.677083969116218 3.9724901914596562 35.833333969116218 1.0000000180025095e-35 3.7596154212951665 8440.0468750000018 0.046307103708386428 10.78270196914673 2.2578499317169194 17.225612640380863 36009.820312500007 6.8673686981201181 7.2294368743896493 3.6181818246841435 -1.0000000180025095e-35 2.543954730033875 1.2110838890075686 11.833333492279055 11632.704589843752 323.04022216796881 6.0241250991821298 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 -6 11 -9 -10 -11 16 13 14 -13 -15 -5 -7 19 20 22 -22 23 -19 -25 -26 -21 28 -14 -29 right_child=-2 3 -4 7 6 17 -8 8 9 10 -12 12 27 15 -16 -17 -18 18 -20 26 21 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.008165663129269014 0.027391422301500056 0.00042985070574105876 -0.01599136433901073 -0.0018317862728390766 0.003779464268919563 -0.016468224301411222 0.031672242008014419 0.026708311024777567 -0.016437212419231201 -0.0016079475553593416 0.028308791554518428 0.017732363449123593 -0.0094182741325514446 0.0035345555110318605 -0.0099222590496024481 -0.026906141498023253 0.024405831724831073 -0.010129550480884684 0.013921861763142003 -0.0011468261693769661 -0.032678163682576776 -0.010246833891275023 -0.01079175231472632 -0.00059267824887131984 0.033496499657204228 0.0037585821364552493 0.011821775332278748 -0.0089835184613819685 0.014361738676736348 0.015824037541970096 leaf_weight=289.27701190114021 69.785832934081554 491.23389019817114 81.505311191082001 12.15447188913822 27.570582792162895 24.102983474731445 13.080409541726111 30.338909782469273 8.57147069275379 11.747809909284117 14.810849651694296 21.208719342947006 12.274168521165846 10.774741590023043 19.861041307449341 17.957636430859566 28.120629467070103 56.62112320959568 19.805363595485687 502.06136702001095 18.699274584650993 27.340675085783005 69.771809756755829 136.20231893658638 11.788863375782965 26.008261516690254 34.141433283686638 29.872051380574703 90.475411787629128 13.800561353564261 leaf_count=1833 827 2113 601 50 116 104 56 178 42 64 128 97 54 49 88 84 121 270 85 2387 109 129 291 635 50 116 137 144 443 77 internal_value=-0.000235006 -0.00113123 -0.003921 0.00345883 -0.00313801 -0.00366938 0.0127546 0.00808022 0.0163405 0.00738672 0.0150756 0.00597186 0.00401312 -0.00381181 0.00435879 -0.0154908 0.0164877 -0.0022656 -0.00188626 -0.00224098 -0.00521257 -0.0193574 -0.00304465 -0.000700852 0.00236734 0.0130338 -0.000321081 0.00774341 0.011521 -0.00114432 internal_weight=2220.96 2151.18 1337.98 813.202 1256.47 1215.82 40.651 321.968 65.469 35.1301 26.5587 256.499 216.224 69.8021 41.0698 28.7324 40.2751 926.543 902.44 882.635 346.432 46.0399 300.392 230.621 173.999 37.7971 536.203 146.422 102.75 43.6726 internal_count=11478 10651 6919 3732 6318 6146 172 1619 412 234 192 1207 1036 318 185 133 171 4313 4209 4124 1600 238 1362 1071 801 166 2524 718 497 221 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=0 5 16 28 11 10 11 15 11 16 17 8 22 16 16 15 10 9 11 16 5 26 12 19 24 14 8 26 26 11 split_gain=56.302 23.8481 18.9359 11.8743 11.1826 8.37754 7.40049 7.90504 7.74093 7.23082 10.1037 9.04036 10.4832 11.8883 8.886 8.32573 7.90453 7.515 11.7217 12.4277 7.91986 6.9513 7.92851 6.88612 11.4774 9.43763 8.10083 7.36419 8.7675 6.465 threshold=88.500000000000014 20.833333015441898 54.451942443847663 33.339189529418952 -0.83333334326744068 19.005057334899906 2.4166666269302373 0.57294833660125744 6.5833332538604745 3.9912915229797368 7374.6335449218759 6.1024799346923837 3989.7866210937505 16.212910652160648 11.322510719299318 -0.14434523880481717 1.6041495203971865 46.318181991577156 0.58333334326744091 6.9124431610107431 42.416666030883796 12.747065067291262 9.6263370513916033 7890.0095214843759 0.12810213118791583 3.3051840066909794 2.6514656543731694 0.56496277451515209 0.3340084850788117 13.833333492279055 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 9 21 6 -6 -8 -9 15 11 17 -13 14 -14 16 -3 18 20 -20 -11 22 -1 24 26 27 -17 28 -25 -10 right_child=2 3 -4 -5 5 -7 7 8 29 10 -12 12 13 -15 -16 23 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.012361776726014729 0.030318538590124143 0.00059631581427201346 -0.035598224725854888 -0.020685698880138055 -0.005209838356210454 0.021685683933636228 -0.019696661876407531 0.010550140248261591 -0.0091607752282132967 -0.0057627543393362077 0.006520911626068368 0.017706303543924908 -0.00026801258439131099 0.017982277522579214 -0.029228892562284409 -0.0011324232329314151 -0.023330208009703628 0.0028654133910415843 -0.0085857688472450178 -0.036752428936669093 0.02049256851787053 -0.026525607194293945 0.014254516900037355 -0.00040202207058083526 0.022066769226246865 -0.019233950745453473 0.022118587508741377 0.02067655513110905 -0.027092585491029639 0.0093742092184318018 leaf_weight=88.057449229061604 65.213718980550766 22.59581895172596 4.1732705980539313 20.971914172172546 644.01845396310091 11.823467016220091 14.005457602441309 77.06072986125946 50.497628450393677 38.050565794110298 474.7475862801075 44.133488707244396 27.030166648328304 19.30835272371769 14.731887727975844 126.55032622814178 27.612695515155792 77.805623181164265 43.249133855104446 20.916475296020508 14.19851480424404 26.826575838029385 11.373505249619482 139.91771084070206 28.979210935533047 28.833243638277054 15.094764411449431 13.410371482372282 12.028757147490976 25.48371359705925 leaf_count=518 820 106 32 90 3635 53 80 344 218 164 2201 205 118 89 64 545 128 339 182 87 58 239 57 612 136 130 65 71 63 103 internal_value=-0.000245689 -0.00110044 0.026354 0.00169169 -0.00466041 -0.0033849 -0.00375037 0.00187631 0.00385053 0.00208632 0.00379912 -0.000516382 0.00656637 -0.00148407 -0.0104842 -0.00110868 -0.0125623 -0.00435292 -0.00917728 -0.0177674 0.00137204 -0.0129736 -0.00931725 0.000467654 0.00486475 -0.00339583 0.00134538 -0.000634143 -0.00251497 -0.00294425 internal_weight=2228.7 2159.31 69.387 1210.17 949.147 822.889 811.066 167.048 153.042 1189.19 774.172 299.424 105.204 61.0704 41.7621 415.023 50.2085 194.22 116.415 64.1656 52.2491 126.258 99.431 364.814 170.624 194.19 141.645 165.357 151.946 75.9813 internal_count=11552 10700 852 5453 5247 4433 4380 745 665 5363 3507 1306 476 271 182 1856 234 830 491 269 222 814 575 1622 746 876 610 746 675 321 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=0 5 14 28 11 10 23 1 11 15 11 18 0 13 26 11 20 15 27 8 24 8 23 27 19 27 18 17 13 13 split_gain=54.1386 22.4991 18.1229 11.1868 10.6563 7.86875 7.14831 7.45405 6.98417 7.49218 7.25915 6.93902 6.56114 6.408 6.2827 6.0913 5.82989 5.72427 6.45928 7.19394 6.31484 5.20683 6.28597 5.1634 4.90534 4.8916 9.80336 7.23513 5.09761 7.25291 threshold=88.500000000000014 20.833333015441898 54.451942443847663 33.339189529418952 -0.83333334326744068 19.005057334899906 3.4656666517257695 33.500000000000007 2.4166666269302373 0.57294833660125744 6.5833332538604745 1.0000000180025095e-35 75.500000000000014 1.1547619104385378 0.027749378234148029 13.833333492279055 688.42553710937511 0.1123737394809723 72.674236297607436 3.3973027467727666 0.27539165318012243 1.9756361842155459 14.899666309356691 3.413345575332642 7324.8549804687509 6.834749937057496 2503.4025878906255 15066.079589843752 -0.82575756311416615 -0.087121214717626558 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 6 11 8 7 12 13 -10 -11 -1 14 16 -3 -12 17 18 19 20 -6 -15 -23 -8 -9 26 -18 -27 -29 -30 right_child=2 3 -4 -5 5 -7 23 24 9 10 15 -13 -14 21 -16 -17 25 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31 leaf_value=-0.023201567832615549 0.030157982440618479 0.0176752743040441 -0.033649482682354792 -0.02009125043179379 0.00072344594841592877 0.020968958168691779 -0.0039880459835493947 0.0012191571171538353 -0.01929257045550779 0.01020246243102794 -0.0089047560672797892 -0.0079444138436482736 0.017338140687189373 -0.0029609787919735778 -0.00024996221190325097 0.0090925809221597698 0.0082758321006894588 -0.0020825967341545201 0.00020788244701594347 0.0092933557330367386 -0.024100398786976798 -0.0281618597226664 -0.0058676926961250368 0.010371424923545342 0.018118556988780496 -0.026897377277677034 -0.021226972589142083 0.014674497532779903 -0.020874380973521293 -0.0023193689315929205 leaf_weight=38.910916469991207 63.612064495682716 17.93854433298111 4.2753964141011229 20.945051446557045 10.897130981087683 11.860193721950052 27.153356179594994 26.546626031398773 13.871887840330599 77.292583674192429 50.392608672380447 86.398190796375275 20.276296056807041 27.744631946086884 926.48106148093939 25.484821647405624 75.808379709720612 74.100869886577129 25.315856985747814 8.261752210557459 60.028556779026985 28.682920187711716 18.871049746870995 132.57223508507013 37.010382443666458 11.659347206354139 11.701165542006491 14.292835868895052 20.485393278300762 254.57656303048134 leaf_count=342 820 78 32 90 57 53 146 114 80 344 218 472 116 126 4039 103 347 457 174 81 528 140 100 699 171 64 52 76 131 1302 internal_value=-0.000238754 -0.00106951 0.0261395 0.00164265 -0.00453314 -0.00328987 0.00202584 0.00110865 -0.00364531 0.00181954 0.00373156 -0.0126821 0.000453031 -0.00506626 9.05143e-05 -0.00286002 -0.00397451 -0.00846066 -0.0129832 -0.0172003 -0.0202864 -0.013289 -0.0193148 0.00793031 0.01106 -0.00191223 0.00433092 -0.00372721 -0.00279358 -0.00370126 internal_weight=2223.45 2155.56 67.8875 1208.92 946.638 821.329 1187.98 1028.25 809.468 167.042 153.17 125.309 964.696 642.426 944.42 75.8774 567.128 178.604 104.503 79.1874 70.9257 75.2986 47.554 159.726 63.557 388.524 87.5095 301.014 289.355 275.062 internal_count=11552 10700 852 5453 5247 4433 5363 4518 4380 745 665 814 4233 3635 4117 321 3269 1297 840 666 585 366 240 845 285 1972 399 1573 1509 1433 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=0 3 12 0 1 24 11 11 23 14 13 8 8 26 15 15 0 14 24 14 23 20 21 15 21 27 15 27 22 22 split_gain=52.0586 20.5794 19.8262 9.72919 8.86525 8.83706 7.1704 10.1863 7.79115 7.66541 11.0871 7.63151 6.78829 6.10452 5.99174 5.26864 8.12497 7.54922 5.39779 6.03563 6.42222 5.10553 5.30705 5.11056 5.10791 6.55932 6.22964 10.4644 5.07448 5.05929 threshold=88.500000000000014 7.0125000476837167 58.10040473937989 61.500000000000007 33.500000000000007 49.800859451293952 -8.833333492279051 -0.83333334326744068 7.5858333110809335 5.4338304996490487 -0.087121214717626558 5.0674240589141855 2.4546388387680058 0.027749378234148029 -0.04396135360002517 -0.026671408675611016 15.500000000000002 6.7523844242095956 0.48735776543617254 1.0492792129516604 3.8916667699813847 23563.597656250004 91639.476562500015 -0.02105496451258659 51382.298828125007 16.473997116088871 0.035098522901535041 25.790160179138187 24114.768554687504 3989.7866210937505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 13 6 -3 -8 -9 10 12 -11 -10 -1 -5 16 -15 18 19 -18 -21 22 24 -24 25 29 -26 -28 -13 -12 right_child=2 5 -4 14 -6 -7 7 8 9 11 21 28 -14 15 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 27 -29 -30 -31 leaf_value=0.016629941183527005 0.030021519945446423 0.013317782262387329 -0.039671928070422281 0.020521244700911438 0.010773873440135823 -0.03357229780413034 -0.015757547260359366 -0.019967988192491404 -0.026885989131092046 0.026586571992023605 -0.0045110547259412407 -0.016469466034553321 -0.00087991038196356768 -0.023922208174140935 0.0049448545114729719 -0.00011018291312717546 -0.022311233121834376 0.010633411545356209 -0.025932906727785331 -0.0048579191647358548 0.017044182419693479 -0.023643659336388092 -0.027378146446836969 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-0.00334446 -0.00448539 0.00883756 -0.0190158 -0.000681728 0.00677846 -0.000936886 -0.00561639 -0.00344576 -0.00637898 -0.00455429 -0.00209784 -0.00297231 -0.00243153 -0.00438409 0.00367521 -0.00271831 0.0110842 0.00443778 -0.000266188 0.00388252 internal_weight=2218.51 2152.09 66.4217 1521.71 1307.71 630.38 620.378 602.01 523.104 496.362 453.855 42.5068 42.8036 1243.79 214.001 1225.72 184.03 164.522 136.155 124.534 109.4 411.052 400.573 303.524 97.0484 52.0941 44.9543 33.1964 28.096 37.6269 internal_count=11552 10700 852 6900 5727 3800 3715 3633 3063 2913 2679 234 383 5450 1173 5371 832 728 605 547 476 2296 2231 1728 503 268 235 171 156 189 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=0 5 12 28 11 10 26 12 23 1 11 15 11 16 19 13 13 13 11 0 19 10 25 17 2 19 9 24 22 19 split_gain=50.0637 20.1985 18.9473 10.5259 9.75219 7.31223 6.78896 7.47242 6.69348 6.71038 6.44321 7.0526 6.85169 6.39802 10.4804 6.25762 8.05561 6.14865 5.7397 5.64847 6.94436 6.6003 8.84311 10.7085 5.40658 5.66118 9.02691 10.0469 8.37097 11.0528 threshold=88.500000000000014 20.833333015441898 58.10040473937989 33.339189529418952 -0.83333334326744068 19.005057334899906 12.747065067291262 9.6263370513916033 3.4656666517257695 33.500000000000007 2.4166666269302373 0.57294833660125744 6.5833332538604745 16.745480537414554 4104.0793457031259 4.0416667461395273 13.071428775787355 1.1547619104385378 13.833333492279055 63.500000000000007 4104.0793457031259 1.1127795577049258 1.8410416245460512 6492.9985351562509 9980.6499023437518 96241.332031250015 2.2529069185256962 0.30558307468891149 12608.403808593752 35066.982421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 8 6 10 7 -1 9 13 17 -12 -13 19 -15 -16 -17 24 -14 -3 -21 -22 -23 -24 -6 28 -27 -28 -26 -30 right_child=2 3 -4 -5 5 -7 -8 -9 -10 -11 11 12 18 14 15 16 -18 -19 -20 20 21 22 23 -25 25 26 27 -29 29 -31 leaf_value=-0.011562486439398403 0.02986500706668661 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74.839048162102699 25.486061781644821 12.786507740616797 11.803245931863783 12.872181370854376 18.827165976166725 35.97746192663908 140.45661862194538 165.12108094245195 8.0729958862066251 139.38929688930511 19.848529659211636 75.019179075956345 leaf_count=518 825 3356 27 90 82 53 239 57 845 285 80 344 218 53 123 145 88 366 103 62 53 64 87 202 673 898 40 1026 111 439 internal_value=-0.000225859 -0.0010105 0.0257166 0.00155811 -0.00430447 -0.00311802 -0.012163 -0.00855676 0.00192999 0.0010425 -0.00346259 0.00178521 0.00362917 0.000421693 0.00825883 0.0125221 0.00611701 -0.0048336 -0.00278477 -0.000340617 0.00668147 0.00338035 0.00699074 0.0122463 -0.00376184 -0.00325552 -0.00590141 -0.0112961 0.000259034 -0.00662571 internal_weight=2213.53 2148.54 64.9836 1207.19 941.354 817.875 123.479 97.7798 1186.28 1026.99 805.983 166.95 153.245 963.827 85.4398 73.3618 47.8114 639.033 75.7761 878.387 92.2666 79.4801 67.6768 54.8046 564.194 547.908 312.583 147.462 235.324 94.8677 internal_count=11552 10700 852 5453 5247 4433 814 575 5363 4518 4380 745 665 4233 409 356 233 3635 321 3824 468 406 353 289 3269 3187 1964 1066 1223 550 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=0 12 5 28 11 10 18 10 22 1 13 17 10 11 13 9 2 27 13 13 9 8 16 8 10 23 22 8 23 17 split_gain=48.1441 21.1257 19.0625 9.91871 9.2848 6.87158 6.77797 6.39424 6.49201 6.20182 6.10643 7.04034 6.97072 6.08328 5.82497 5.39728 5.14594 5.6226 6.60218 16.0039 5.73727 7.29873 5.42016 5.72904 5.15027 5.09535 6.63112 5.00215 6.11424 4.84893 threshold=88.500000000000014 60.136640548706062 20.833333015441898 33.339189529418952 -0.83333334326744068 19.005057334899906 1.0000000180025095e-35 11.323723793029787 1272.3140258789065 33.500000000000007 1.0000000180025095e-35 4066.5761718750005 19.591880798339847 2.4166666269302373 1.1547619104385378 78.170288085937514 9980.6499023437518 6.6926875114440927 -0.91287881135940541 -0.087121214717626558 14.989583492279055 1.1136690378189089 1.7667768001556399 1.5012573599815371 8.4616360664367694 1.4093332886695864 10243.958007812502 1.9756361842155459 14.899666309356691 7017.6135253906259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 7 6 13 -1 9 -9 15 12 -12 25 14 16 -4 -6 20 24 -20 21 -18 -22 -24 -19 -10 -27 -16 -29 -11 right_child=1 -3 3 -5 5 -7 -8 8 10 29 11 -13 -14 -15 27 -17 17 18 19 -21 22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.022514539806224861 0.029767630578859491 -0.044697063268297768 -0.000270726161322872 -0.018986770113435959 -0.020350823218871893 0.019576745892074712 -0.007204195189449078 0.025957358079511404 0.025693225406719505 -0.00091360014199740492 -0.0080487959350848334 0.0058007994095128218 0.035335388540127806 0.0017313764206262194 -0.0024583105536866716 0.015210469100889103 -0.0016139899354945992 0.029532581796011377 -0.022352179564832025 -0.0033705967913430081 0.012325800927793139 0.025399229485512879 -0.025053589225974521 -0.0013309872566065911 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0.014313 -0.00336669 -0.00470201 9.53569e-05 -0.00365861 -0.00316564 -0.00463613 -0.00535721 0.00312923 0.0127687 -0.00204523 -0.00708432 0.0139584 0.00829473 0.00145758 -0.0125857 -0.0185534 0.00971433 internal_weight=2208.41 63.578 2144.83 1206.08 938.755 816.167 122.588 1185.2 242.562 942.64 228.44 178.853 49.5867 804.244 637.314 877.862 562.825 546.68 443.158 426.614 103.522 36.1599 67.3619 49.874 16.5439 38.5505 27.675 74.4891 46.8702 64.7774 internal_count=11552 852 10700 5453 5247 4433 814 5363 1130 4233 1058 829 229 4380 3635 3928 3269 3187 2687 2585 500 161 339 253 102 176 129 366 240 305 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=5 5 26 22 13 7 24 23 15 25 9 20 8 15 16 11 9 16 25 25 22 12 23 27 20 24 12 11 21 13 split_gain=46.563 20.9783 13.2663 8.10615 11.3732 7.6208 9.78216 8.88216 7.22282 7.2087 7.36974 6.69556 5.89514 8.1068 5.39626 8.61209 6.65761 7.32643 5.2859 5.86453 5.24437 5.19132 6.06771 5.44137 5.16251 7.29449 6.89651 6.19435 8.07837 6.88244 threshold=70.416667938232436 12.833333492279055 1.0760670900344851 2187.5244140625005 -1.0000000180025095e-35 39.591665267944343 0.035640403628349311 21.519833564758304 -0.02105496451258659 21.50233364105225 6.5119047164917001 1667.1875000000002 0.67137891054153453 0.042109929025173194 2.9861516952514653 0.58333334326744091 17.4226188659668 1.7026195526123049 1.041541635990143 1.0988749861717226 3126.0700683593755 1.6297879815101626 1.2232500314712527 1.1283645629882815 41259.710937500007 0.082849748432636275 31.059082031250004 -1.0000000180025095e-35 16108.207519531252 1.6515151262283327 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 -1 6 -3 14 -6 10 -10 -2 13 -5 15 16 17 -8 -7 20 -20 22 23 -21 25 27 -27 -16 -29 -30 right_child=2 5 -4 12 8 18 7 -9 9 -11 -12 -13 -14 -15 24 -17 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.024777118957913007 -0.002199911379257756 -0.028149976982615389 0.024615424805601426 0.02398997714355481 -0.034819462135474523 0.01909172468327703 0.012399569007865445 -0.021191599654795588 0.021853374144308144 -0.0091694403620959323 -0.0061096187693524522 0.017454722763341972 -0.0040546201702653575 -0.0098676087729701028 0.024107045719736511 0.0056194477140321109 -0.011211401248087128 -0.010520734928899151 -0.019536043554610961 -0.0069130922953022462 0.00392433097672061 0.0084059371180791442 -0.0012066684760325651 0.011807231883277269 -0.013132445657164009 0.00037869992724121949 0.021778670703555037 -0.0082958289637920946 -0.0056783185886659336 0.021353334578982294 leaf_weight=40.255110546946526 35.708327732980251 11.313836589455603 82.911094397306442 15.986869066953661 7.749824382364749 20.457182377576828 27.274504497647285 17.578380048274994 15.813151277601717 97.512753546237946 18.298167057335377 27.699588693678379 428.02177865803242 10.574781894683836 21.884404927492142 65.567718878388405 115.09551377594471 23.251650795340538 18.096320644021034 17.261967018246651 16.300024077296257 179.4281879067421 188.21658901125193 73.367246598005295 20.281777441501617 520.69051430374384 13.915537208318709 23.74185511469841 11.862088754773138 29.70465287566185 leaf_count=444 217 47 977 86 67 87 127 89 93 665 111 180 2323 56 93 300 541 121 74 72 67 886 811 307 86 2245 62 101 49 126 internal_value=0.000365734 -0.00080153 0.0167157 -0.0053356 -0.0107311 0.00123025 -0.000429982 -7.79361e-05 -0.00667418 -0.00501703 0.00685332 0.00638617 -0.00320357 0.0105105 0.000347069 -0.00358304 -0.00722619 0.00185187 0.00414922 0.00352876 -0.00841845 0.00442547 0.00186417 0.00824161 0.00176215 0.00224798 0.000935731 0.0102938 0.00566508 0.0136392 internal_weight=2195.82 2049.5 146.319 634.212 179.629 1415.29 902.162 890.849 139.374 131.624 34.1113 63.4079 454.583 26.5617 873.27 231.189 165.622 50.5262 513.128 492.67 34.3963 458.274 278.846 90.6292 642.081 621.799 534.606 87.193 65.3086 41.5667 internal_count=11510 10136 1374 3845 1380 6291 3987 3940 936 869 204 397 2465 142 3851 1089 789 248 2304 2217 141 2076 1190 379 2762 2676 2307 369 276 175 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=5 5 28 24 10 13 23 10 19 25 15 10 14 16 10 16 27 10 28 25 10 11 26 28 16 23 15 20 6 26 split_gain=44.363 19.9235 13.9505 9.12258 9.83385 9.29664 8.52367 6.89093 6.50926 6.4675 5.9029 5.66718 6.58874 8.80661 8.07412 7.68511 7.67574 6.20222 5.31459 5.599 5.30012 4.95443 5.23601 5.03648 4.74991 5.72535 4.78038 4.52428 4.45387 10.0816 threshold=70.416667938232436 19.833333015441898 0.14909505844116214 7.7066280841827401 18.714653968811039 0.095454547554254546 14.07950019836426 0.69906887412071239 10626.693847656252 1.041541635990143 0.30860807001590734 0.70824542641639721 1.5879108309745791 3.1596032381057744 1.687386214733124 1.8815646767616274 11.841520786285402 2.271209836006165 35.241508483886726 54.555583953857429 0.52463960647583019 -8.1666665077209455 1.1473809480667116 1.7815860509872439 1.5498082637786867 5.676166534423829 -1.0000000180025095e-35 1130.2392578125002 2.9433757066726689 27.386188507080082 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 8 7 10 20 -1 -3 27 -10 13 15 16 24 -14 -16 19 -7 -5 -19 -23 -24 25 -13 -27 -4 -11 -30 right_child=2 9 6 5 -6 18 -8 -9 11 28 -12 12 14 -15 17 -17 -18 21 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.02167189874209919 -0.024693842958549258 0.018596671670225693 0.012181942037770722 -0.020058930186955818 0.027706219778805909 -0.010348856993150189 0.031401822290489483 -0.019226807053894981 0.0056192005140713822 0.0006128772291276633 0.009059335159372758 0.0099239282867016557 0.0018891148601992581 0.016000096997987691 -0.021503518662220385 -0.034317685890747296 0.032077865425626469 0.014953143554493927 0.012220962050740409 0.0094604087179624204 0.012518589382142304 0.012609612825829257 -0.022533844319058242 -0.0030337579920528294 0.010069812166387982 -0.034934743284109102 -0.012009993488443876 0.033957002927631909 0.00740738497821596 -0.014981321098337032 leaf_weight=16.246998988091946 7.0653065517544738 20.372998908162117 15.490310605615376 7.1108328029513386 9.5742895901203138 61.256000019609928 34.639751840382814 89.172782897949219 70.076934553682804 906.22179815173149 68.074308320879936 9.0789690166711789 22.11857795715332 10.374188572168348 15.724247887730597 13.234203509986399 11.53213746100664 14.439187608659266 17.238139763474464 16.247598491609097 12.216268151998518 18.716951549053192 12.285167641937731 401.66145204007626 9.6708544716238958 9.6942589059471995 52.633678957819946 19.271502062678337 199.5325625166297 19.907424740493298 leaf_count=78 35 87 123 47 42 357 539 808 336 3915 497 44 105 56 94 82 68 60 90 96 88 99 67 2027 59 70 312 180 934 115 internal_value=0.000355545 -0.00077902 0.0164181 -0.00411882 -0.00248818 -0.00971143 0.018531 -0.0157071 -0.00290869 0.00184466 0.0141955 -0.00245453 -0.00339568 -0.0102353 -0.00195349 -0.0131211 0.0122348 -0.00298508 -0.00284515 -0.00619611 0.000532659 -0.00233381 -0.00291072 -0.00361248 -0.00966127 -0.0123335 -0.0155756 0.0242538 0.00154147 0.0053763 internal_weight=2190.88 2046.34 144.541 900.304 697.062 203.242 137.476 108.5 687.488 1146.03 102.836 671.241 601.164 104.686 496.478 94.312 33.6507 462.827 94.7417 77.5036 19.3271 447.103 432.664 413.947 81.0778 71.4069 62.3279 34.7618 1125.66 219.44 internal_count=11510 10136 1374 5085 3599 1486 1339 943 3557 5051 800 3479 3143 623 2520 567 173 2347 543 453 135 2253 2193 2094 485 426 382 303 4964 1049 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=9 3 24 14 13 10 27 7 7 11 15 13 14 27 3 21 15 1 28 11 12 27 2 2 15 16 26 28 3 23 split_gain=42.0259 24.2159 14.3552 11.8276 10.1972 6.38278 5.62435 10.2353 7.50078 6.61429 5.66716 10.9652 6.22266 5.64489 8.87819 5.58258 6.73188 5.51157 5.48615 5.40837 5.71115 5.12385 5.50217 7.81909 6.2486 5.08088 7.80972 4.98905 4.93262 4.90863 threshold=48.677083969116218 7.7119998931884775 8.3342347145080584 31.794906616210941 0.095454547554254546 0.69906887412071239 3.2028437852859502 24.535714149475101 26.041666984558109 -8.4999999999999982 -1.1020833253860471 -0.95833334326744068 2.0036580562591557 2.6523749828338627 2.1755000352859502 58042.007812500007 -1.0000000180025095e-35 1.5000000000000002 2.0128575563430791 -0.83333334326744068 4.6006889343261728 3.6657605171203618 2777.3930664062505 3087.378784179688 0.1863425895571709 1.3507517576217654 0.068466044962406172 23.003502845764164 14.476500034332277 19.595333099365238 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 3 6 5 -4 7 -1 -9 -8 -10 -12 13 14 -13 16 -7 27 -3 20 -11 22 24 -24 -2 26 -25 28 -6 -19 right_child=1 18 4 -5 17 15 9 8 10 19 11 12 -14 -15 -16 -17 -18 29 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=0.021985635405009089 0.0039394081470332607 -0.0066714461205657763 0.00051407239651768313 0.024892338825434755 0.01356961164129274 0.0035002616932069274 0.016035314658337275 -0.015768483284026181 0.022565867012604754 -0.014346050812150844 -0.022178338933892337 -0.0016220236730591817 0.0045030650476924764 0.014748535000974531 -0.022908856190007463 -0.023163229396608347 -0.028534530101172632 0.0044684755321295613 0.030268377274774185 -0.0018531841333978983 0.0029955497856991109 0.015387920652751321 -0.015375412287272797 0.0063402648757638555 0.029738304880090643 0.0063553201060670443 -0.022593555274851827 0.012749133158167491 -0.014396510062166488 -0.01432194957842209 leaf_weight=21.272599160671234 17.846035167574883 3.8975821360945693 19.336850956082344 16.178409084677696 8.4218523204326647 18.134193137288097 17.545832827687263 23.60507196187973 11.277930617332457 63.636788614094257 17.615010842680931 125.01123854517937 298.39619632810354 14.924161121249197 20.529622420668602 65.519516207277775 8.7537676542997342 17.78270711004734 50.522264592349529 893.98297592252493 23.368092842400074 46.858945645391941 18.716407299041748 19.612268134951591 16.04687175154686 223.60901871323586 14.680518999695776 29.697354204952717 17.410592891275883 42.215003192424774 leaf_count=96 76 47 135 85 43 127 73 106 47 374 77 521 1267 68 98 641 58 83 759 4356 125 341 78 81 68 1097 66 169 109 239 internal_value=0.000345466 0.0089798 -0.00165808 -0.000624008 -0.00869843 -0.0151597 -0.000893615 0.0015959 0.000747682 -0.00222156 0.00154699 0.00104948 0.00194117 -0.00282287 -0.00462469 -0.0184396 -0.00692913 -0.00244872 0.0276227 -0.0025481 -0.00968838 0.00614088 0.00474542 0.00334756 0.0161541 0.00470632 -0.00604612 0.00436243 -0.00527904 -0.00875266 internal_weight=2186.41 411.79 1774.62 1547.34 227.272 111.744 1531.17 532.632 511.359 998.534 487.754 476.476 458.861 160.465 145.541 92.4075 26.888 115.528 54.4198 980.988 87.0049 357.37 310.511 276.618 33.8929 257.902 34.2928 55.5298 25.8324 59.9977 internal_count=11510 2613 8897 7293 1604 961 7208 2280 2184 4928 2078 2031 1954 687 619 826 185 643 806 4855 499 1807 1466 1322 144 1244 147 321 152 322 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=5 5 10 0 22 13 10 23 5 15 25 9 7 24 23 10 16 11 9 16 5 20 24 12 11 21 13 18 20 23 split_gain=40.6113 17.942 13.5733 10.8805 7.4857 10.8704 7.42823 7.10487 8.18762 6.98544 6.57043 6.76268 6.53299 9.25119 7.88075 4.9816 4.86065 7.99342 6.41987 6.77002 4.94772 4.93851 6.81073 6.28193 5.78741 7.58939 6.46683 4.89812 4.64826 4.77574 threshold=70.416667938232436 12.833333492279055 1.1561383008956911 78.500000000000014 2187.5244140625005 -1.0000000180025095e-35 0.69906887412071239 5.0174999237060556 79.833332061767592 -0.02105496451258659 21.50233364105225 6.5119047164917001 39.591665267944343 0.035640403628349311 21.519833564758304 3.3714998960495 2.9861516952514653 0.58333334326744091 17.4226188659668 1.7026195526123049 21.166666984558109 41259.710937500007 0.082849748432636275 31.059082031250004 -1.0000000180025095e-35 16108.207519531252 1.6515151262283327 540.03341674804699 1667.1875000000002 3.057666659355164 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 5 -1 -6 8 15 -7 11 -11 13 -3 16 -4 17 18 19 -15 -19 22 24 -24 -18 -26 -27 -28 29 -17 right_child=2 12 7 -5 6 9 -8 -9 -10 10 -12 -13 -14 14 -16 28 21 20 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.024256282708286749 -0.037444499246300403 -0.027378558780545188 0.036831104709841828 0.0096315460612013404 0.017531403578068924 -0.034560927023887154 -0.0036363209800697196 0.027401503484708573 -0.0083984163132769258 0.020883800934997421 -0.0086587701910626688 -0.0058571731538583621 0.0038429314987555052 0.012089922178070412 -0.020015657805785094 0.017022940806970331 0.023272047357497331 -0.0056253125530684274 -0.01084893741635598 -0.0099866767889225053 0.011579241822352858 -0.012900619687213477 0.00035929759184889711 0.02086018889815108 -0.0080903541588583407 -0.005536589585501117 0.033257424311591337 0.0088487806091318687 0.02360702236688491 -0.011317373605716132 leaf_weight=38.662136182188988 6.991707086563113 11.297818988561628 10.32380013912916 12.006961118429897 15.448709085583685 7.4234804138541213 436.264742359519 56.213281575590372 13.04790937155485 15.994776792824267 96.146734304726124 18.192559316754341 511.52088466286659 27.359795182943344 17.460336722433567 11.457577228546144 21.918284505605698 23.3534255027771 114.48153518140316 23.020637512207031 42.280053675174713 20.240239024162292 520.37997850775719 13.809079103171824 23.701100751757622 11.853106155991552 14.363356336951258 15.260609269142149 21.098157174885273 10.041593030095099 leaf_count=444 33 47 59 128 78 67 2387 814 86 93 665 111 2304 127 89 62 93 116 541 121 184 86 2245 62 101 49 62 64 135 57 internal_value=0.000335852 -0.000740818 0.0158965 -0.00769293 -0.00495908 -0.0101995 -0.00291238 0.0195646 0.0128866 -0.00625447 -0.00464221 0.00665377 0.00113529 -0.000402284 -5.96431e-05 0.0181345 0.000339933 -0.0033967 -0.0069217 0.00200233 0.00545759 0.00168248 0.00215757 0.000889257 0.00993649 0.00545198 0.0131904 0.0206835 0.0136032 0.00378606 internal_weight=2181.61 2040.43 141.181 18.9987 628.133 176.42 451.713 122.182 65.969 137.758 130.334 34.1873 1412.3 900.779 889.482 52.9211 872.021 230.495 164.862 50.3804 65.6335 641.526 621.286 534.189 87.0965 65.1782 41.4771 29.624 42.5973 21.4992 internal_count=11510 10136 1374 161 3845 1380 2465 1213 399 936 869 204 6291 3987 3940 313 3851 1089 789 248 300 2762 2676 2307 369 276 175 126 254 119 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=5 0 26 26 20 7 22 24 23 11 25 18 2 11 23 21 16 8 18 24 27 13 15 20 11 19 25 26 26 21 split_gain=38.7043 16.9965 12.5729 7.72457 6.66191 6.60764 6.51943 6.37213 6.41815 6.24731 6.04854 7.3239 6.75041 8.0339 6.67079 5.94038 5.7812 5.47296 6.99876 5.27064 7.69333 8.18021 7.55278 4.9997 4.97931 5.50861 5.37231 5.49457 5.97975 4.96578 threshold=70.416667938232436 10.500000000000002 1.3788040876388552 10.73353147506714 1667.1875000000002 40.041666030883796 27947.128906250004 0.035640403628349311 22.165500640869144 -0.41666667163372034 14.735916614532472 6864.4077148437509 38676.587890625007 4.8333332538604745 22.372834205627445 31529.428710937504 2.9417359828948979 0.75485363602638256 564.81857299804699 0.17829606682062152 3.5482916831970219 1.236111104488373 1.0000000180025095e-35 39370.013671875007 0.58333334326744091 48823.662109375007 1.7034444212913515 0.10288248211145402 0.16306866705417636 47401.380859375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 17 7 10 -3 16 -5 15 12 -12 -14 -13 -1 19 -2 -19 24 -21 22 -22 -10 25 26 -9 -28 -29 -7 right_child=2 5 -4 9 -6 29 -8 8 23 -11 11 14 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00090342415908775187 -0.02572653529358384 -0.021783317804663856 0.024364159443033294 -0.02154251332339208 0.016507660242624848 0.0027279499231760746 0.021767480738285383 -0.025240823642676973 -0.025673829056255502 -0.0075179209529334969 -0.028047449394597773 0.030855613747319859 -0.0030753057595695093 0.023929967962164261 0.0012886922873186716 -0.016983980490097913 0.001634085708760053 0.012942567325701145 -0.019217029769748772 0.018418795208980265 -0.01465052665552484 -0.025611373066302876 0.0051187968646264192 0.0016985330140556188 0.0031567336183344454 -0.022696849970031671 0.0083709521890718477 -0.021784786830132869 0.0027087707615016466 0.012317068395671604 leaf_weight=35.098816007375717 7.237614829093217 12.457337796688078 71.771218698471785 35.63946446031332 31.235636170953512 442.86821232736111 9.5194365307688695 11.843410357832907 15.536821924149992 144.44118003547192 9.2469413876533491 11.451572597026827 235.21865125000477 10.350806698203085 17.156709969043732 50.312960870563984 690.0375519245863 20.556089676916603 8.6545087844133359 18.681963250041008 22.706882767379284 12.158703297376631 74.315972566604614 9.7899139374494535 27.929135680198669 27.13413242995739 22.95878441631794 19.307154819369316 16.755771815776825 54.595865868031979 leaf_count=178 48 52 933 349 212 1924 53 51 83 1021 50 58 1283 46 87 346 3008 131 50 84 124 61 378 47 122 128 108 93 80 322 internal_value=0.000326548 -0.000719958 0.0156166 -0.00517918 0.0063407 0.000963654 -0.00274499 -0.000463791 -0.000189754 -0.0102935 -0.00337764 -0.00126867 -0.00288454 -0.00193703 0.013124 -0.0103759 0.000210165 -0.00237225 0.00341433 -0.00366135 0.000629098 -0.00241488 0.000492055 -0.0150932 -0.00801773 -0.0112024 -0.00680116 -0.00310103 -0.0104044 0.00378034 internal_weight=2176.97 2037.51 139.455 558.437 67.6838 1479.08 378.356 981.614 969.156 180.081 368.836 283.425 254.816 245.569 28.6083 85.4118 943.829 36.4482 29.2106 253.792 127.864 109.182 97.0229 25.3267 125.928 97.9993 70.8651 59.0217 36.0629 497.464 internal_count=11510 10136 1374 3471 441 6665 2101 4419 4367 1370 2048 1524 1379 1329 145 524 4237 229 181 1229 647 563 502 130 582 460 332 281 173 2246 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=0 0 12 28 14 10 11 22 20 15 6 20 14 15 22 8 15 17 14 23 26 8 26 21 6 14 25 22 22 12 split_gain=37.0691 20.1794 15.3269 7.69104 9.96112 10.8977 10.539 6.48939 7.87384 10.7536 6.19718 5.90787 5.32805 9.40124 7.12405 9.65693 8.32624 9.44146 5.94065 5.38474 11.2323 11.505 10.1766 5.76861 5.32628 6.91199 10.3326 9.44477 7.18515 6.63464 threshold=88.500000000000014 35.500000000000007 54.532035827636726 6.8673686981201181 8.4870662689209002 0.69906887412071239 0.83333334326744091 17031.523437500004 36004.306640625007 4.7596154212951669 1.0773502588272097 40239.332031250007 3.7335475683212285 -0.20761494338512418 3989.7866210937505 10.906975746154787 4.4494950771331796 10907.028808593752 17.199156761169437 2.4918334484100346 8.8070578575134295 17.31514930725098 25.240378379821781 38201.373046875007 0.85355338454246532 2.7974551916122441 1.3041666746139529 3151.2961425781255 99.983306884765639 1.4708693623542788 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 -1 5 -5 -7 -6 10 11 -9 -10 24 -14 15 16 -15 -18 -19 20 21 23 -21 -16 -3 27 -27 28 -26 -30 right_child=2 12 -4 4 7 6 -8 8 9 -11 -12 -13 13 14 19 -17 17 18 -20 22 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0011084087592598336 0.029344453264707571 -0.003235615280154429 -0.028158996830689943 0.0075459648957327229 -0.018909652880546551 -0.015591819466859523 -0.0027085458428547505 0.023903863022197418 -0.037479262705212041 0.017494134714340095 0.0030775442347171977 -0.0044755029750870113 0.028353261274405732 0.014499489948297683 -0.0088575694954749189 0.027354708143612707 -0.017019657721302352 -0.002944574977468997 0.025308396845883398 0.012468539337514408 0.013152601341379156 -0.029753866980173547 -0.019557844783731841 0.0092313993172963571 0.026649834370641799 0.014754574912023477 -0.022527769352720304 0.016037714837453133 -0.0089999273491235092 0.0038913196616686928 leaf_weight=940.31234946846962 50.71185227483511 151.03854112327099 4.5455826148390761 31.843579769134521 11.400553084909914 163.294452868402 87.912429884076118 23.07382158190012 9.2795568779110962 10.515807658433912 29.047271698713303 10.299233630299566 16.606877185404301 56.391431115567684 45.165591761469841 25.037191838026047 21.968135714530945 15.305797919631006 11.910060673952101 62.681908391416073 30.667339518666267 17.434796720743179 10.412902623414992 24.4592165350914 10.42806652933359 10.056027039885523 19.989233404397964 56.637031532824039 45.636383578181267 168.95484466850758 leaf_count=4524 806 649 31 208 81 1234 495 104 51 45 137 59 100 262 197 134 98 69 67 333 136 80 45 113 53 42 96 262 195 769 internal_value=0.000357036 -0.00027589 0.0246141 -0.00255941 -0.00618169 -0.00898738 -0.0110832 0.00230138 0.00524264 -0.00697535 0.0122973 -0.020118 0.00347962 0.00634269 0.00520552 0.0106039 0.00663139 -0.00238969 0.00941934 0.0015105 -0.00246046 -0.00796026 0.00790614 -0.00250291 0.00138809 0.00362856 -0.0100495 0.00508765 0.00233153 0.00114978 internal_weight=2173.02 2117.76 55.2574 1316.98 376.667 283.05 251.207 93.6162 82.2157 30.0946 52.1211 19.5788 800.781 338.041 321.434 130.613 105.575 49.184 27.2159 190.822 117.727 87.0596 73.0948 69.6248 462.74 311.702 30.0453 281.656 225.019 214.591 internal_count=11475 10638 837 6938 2414 1937 1729 477 396 155 241 110 3700 1634 1534 630 496 234 136 904 526 390 378 310 2066 1417 138 1279 1017 964 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=0 0 12 24 11 11 10 6 14 13 19 11 22 14 22 8 16 13 18 14 24 2 12 14 26 25 19 14 13 9 split_gain=35.6781 19.0218 14.7592 11.6081 7.45178 5.45495 5.13198 5.76861 9.93031 9.97809 7.19742 5.74715 12.4068 12.6887 5.1638 5.38533 5.13246 8.88509 7.18068 8.94009 7.38674 6.65006 5.04937 6.60724 6.31614 7.14275 5.86504 5.04013 9.39244 6.00671 threshold=88.500000000000014 35.500000000000007 54.532035827636726 34.288499832153327 -9.1666665077209455 -0.83333334326744068 19.307160377502445 1.2844570279121401 2.7974551916122441 -0.10555555671453475 98092.722656250015 1.0000000180025095e-35 3638.323852539063 5.4338304996490487 18586.687500000004 1.7546440958976748 6.3654756546020517 1.1547619104385378 1400.4722900390627 9.7365274429321307 0.097155153751373305 37616.291015625007 4.2029862403869638 2.7974551916122441 1.1473809480667116 4.3408751487731942 26060.808593750004 3.7335475683212285 3.6833333969116215 54.620191574096687 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 -1 22 7 8 9 -7 11 12 -10 -14 -11 -16 17 -13 19 -18 -21 -20 23 -6 -24 -26 -27 -3 29 -29 right_child=2 27 -4 -5 5 6 -8 -9 10 14 -12 16 13 -15 15 -17 18 -19 21 20 -22 -23 24 -25 25 26 -28 28 -30 -31 leaf_value=0.014681341410225786 0.029202997694845131 0.0013473295769161103 -0.026854611508034299 -0.015106923439633284 -0.0073157660199547839 -0.015656535824134607 0.015986842674720256 -0.0063903513683266069 0.029560019320989797 -0.0008286050625253851 0.025243169009383712 0.026031049824271946 -0.022256984567318654 0.017212152377383785 -0.021657296090221396 0.0051368576963429424 -0.02804229912492422 2.5700984559076066e-06 0.022551689619558436 0.01322466870025301 -0.015474610199573243 -0.0037708084407922266 0.017768008606530307 -0.026117774608035722 -0.030798120480919126 0.021383290006467506 -0.0098286925427184361 0.0079809646485281896 0.00095597293910100467 0.021259987838233543 leaf_weight=24.048381261527538 49.447886180132627 462.52038250118494 4.6221758350729933 62.479112908244133 69.242531649768353 47.987377941608429 14.941190406680105 194.7251008450985 21.373031914234161 590.9321099370718 14.674290940165518 16.44811575114727 13.251085095107557 16.407634824514389 21.650016866624359 9.8102116584777814 18.556935906410217 41.798765003681183 13.657114207744597 15.288760483264921 17.098296329379082 23.504247009754181 13.274534061551092 22.218676723539829 8.2958294600248355 8.553465664386751 14.783100746572016 135.79074288159609 161.7364339530468 39.598654292523861 leaf_count=104 806 2066 31 539 409 327 65 1010 89 2950 94 83 70 78 123 55 82 187 56 64 74 97 57 134 39 42 110 607 768 259 internal_value=0.000347294 -0.000267996 0.0244109 -0.00248677 -0.00185725 -0.002181 -0.00147459 -0.0017168 -0.000685496 -0.00247539 0.0049729 0.00346593 0.012135 -0.000422084 -0.00145911 -0.0133021 0.000443111 0.00735265 -0.00412482 -0.0114396 -0.00192672 0.00590293 -0.00783831 -0.0118833 0.000400133 -0.00688829 0.00161132 0.00338073 0.00617047 0.010979 internal_weight=2168.72 2114.65 54.0701 1315 1252.52 1228.47 1092.1 1077.16 882.438 670.38 212.058 197.384 51.0318 29.6587 622.392 31.4602 146.352 58.2469 88.1054 50.944 32.3871 37.1614 136.368 91.4612 44.9069 31.6324 23.3366 799.646 337.126 175.389 internal_count=11475 10638 837 6938 6399 6295 5504 5439 4429 3455 974 880 237 148 3128 178 643 270 373 220 138 153 791 543 248 191 152 3700 1634 866 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=0 0 12 24 11 25 16 15 6 14 20 21 20 11 16 27 19 15 11 28 14 14 22 22 16 22 2 14 9 6 split_gain=34.338 18.2858 14.2239 9.71043 10.0816 7.65802 7.47159 11.0756 7.85369 8.7656 8.00729 7.2732 6.86546 6.30609 5.83188 7.80079 7.27596 6.82189 9.67631 5.68792 6.01213 5.63169 6.55097 6.16156 5.5931 5.54764 5.39727 6.81306 5.35854 5.28944 threshold=88.500000000000014 17.500000000000004 54.532035827636726 28.897273063659672 -9.1666665077209455 4.2217082977294931 4.0626900196075448 -0.051956815645098679 0.85355338454246532 2.7974551916122441 6224.6552734375009 12685.690917968752 138.22486114501956 -1.0000000180025095e-35 7.5000369548797616 5.333113670349122 83209.484375000015 11.708333492279055 18.166666984558109 0.43827264010906225 5.2141270637512216 1.3450202941894533 2385.787963867188 15794.798828125002 4.8736474514007577 12775.043945312502 56208.105468750007 2.1941725015640263 66.951122283935561 2.0408329963684086 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 -1 -6 8 19 12 10 -10 -11 -3 -13 15 21 17 28 -19 -8 -21 -9 -23 -24 -17 -18 27 -14 -16 -7 right_child=2 6 -4 -5 5 29 7 14 9 11 -12 13 26 -15 16 24 25 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017610904656695171 0.0290618244148447 0.0058209909403114336 -0.025636533339795153 -0.01566452840052493 -0.029642139645319379 -0.0022630523251434909 0.039240262753930742 -0.0041995332345590806 0.0022295042581820805 0.0073600869669133359 0.019522130954877339 -0.0321448092933539 -0.0083540798998364505 -0.0072812279987359684 -0.00072684637626993748 -0.02288828907818315 0.0043490391677578188 0.02155310941930905 -0.0076166450533386876 -0.0029894926733368518 0.019366835082458598 0.021259841339851794 0.0028492033496674081 0.025686322667456116 0.0023299773282347423 0.033484001977068141 -0.019302608204918231 0.011194348788732834 -0.02077967225288763 -0.010729674774380712 leaf_weight=20.914026699960232 48.216077826917171 39.355178087949753 4.6953873112797728 58.046055823564529 9.9599065333604795 632.74726334214211 8.459851607680319 19.410266511142254 379.96852232515812 16.646310105919838 25.731405690312386 14.365955367684363 106.30957918614149 25.435371071100235 332.82747837156057 10.44894155114889 13.530273348093035 28.404748320579529 16.000303901731968 15.419242076575754 36.342684619128704 51.947622455656528 56.209314152598381 13.113504610955713 32.642458096146584 10.405505858361719 31.463236056268215 18.898169100284576 12.441603988409041 74.197148449718952 leaf_count=89 806 172 31 518 50 3499 41 84 1705 77 119 68 481 120 1476 49 77 141 82 74 185 231 252 62 147 55 150 86 75 473 internal_value=0.000337474 -0.000260647 0.0242079 -0.0038502 -0.00292073 -0.00351969 0.00191054 0.00417218 -0.000349152 0.00178514 0.00332628 -0.00929133 -0.00538093 -0.0162555 0.00293602 0.0073829 0.000960221 -2.59316e-05 0.0110425 0.0164345 0.0127072 0.0108037 0.0132051 0.0071692 -0.00378503 0.0170148 -0.00819481 -0.00540355 -0.00144944 -0.00315166 internal_weight=2164.55 2111.64 52.9115 795.864 737.818 716.904 1315.78 657.604 658.174 462.148 405.7 56.4476 196.026 39.8013 597.382 183.772 413.61 389.674 44.4051 60.2218 51.7619 140.681 121.27 69.3228 43.0914 23.9358 156.671 125.208 345.269 706.944 internal_count=11475 10638 837 4629 4111 4022 6009 3031 2978 2089 1824 265 889 188 2731 825 1906 1774 223 300 259 629 545 314 196 132 717 567 1551 3972 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=0 0 12 24 11 7 16 15 10 15 11 16 27 21 15 11 14 11 27 17 17 0 10 8 25 15 27 13 2 2 split_gain=33.0451 17.2383 14.4054 9.28489 9.49407 7.40085 7.03695 10.459 8.38449 6.99085 6.25689 5.49537 7.34754 6.20059 6.39683 9.18188 5.3065 6.42979 5.29793 5.28002 6.34717 5.19918 4.85152 6.81673 5.06951 6.33117 5.14186 6.71959 7.94492 14.8535 threshold=88.500000000000014 17.500000000000004 60.136640548706062 28.897273063659672 -9.1666665077209455 24.535714149475101 4.0626900196075448 -0.051956815645098679 0.70824542641639721 1.0000000180025095e-35 -2.1666666269302364 7.5000369548797616 5.333113670349122 79630.816406250015 11.708333492279055 18.166666984558109 1.3450202941894533 1.1666666865348818 10.112385272979738 15066.079589843752 16402.165039062504 44.500000000000007 0.54878199100494396 0.52463960647583019 5.6193749904632577 0.1863425895571709 48.007408142089851 2.9583333730697636 70222.648437500015 58483.826171875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 -1 19 8 -8 9 21 -10 12 16 14 -13 -16 -9 -18 -14 -6 -21 -3 23 -22 25 -24 27 28 29 -26 right_child=2 6 -4 -5 5 -7 7 11 10 -11 -12 13 18 -15 15 -17 17 -19 -20 20 22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.017091347179408491 0.027989215086968149 -0.012455977439072631 -0.038835265422657132 -0.015362656054612572 -0.012612108857466693 -0.028132256144503001 0.015982009743447212 -0.0040749887376013583 -0.020256548160296709 -0.022750970381719585 0.0011973067466420648 -0.0013649232313027477 -0.017403400592564983 0.015611893676803575 0.021059296595602524 -0.0073686114578844775 0.017331948011175317 0.002227611638389779 0.0043947367058570089 0.013264950353186694 -0.0089880533479320384 0.010653306639599252 0.023243709413808794 0.01905934034396186 -0.0074680627761511652 -0.0030120564490661392 0.00028253244367023542 0.0016869916625824426 -0.01194213267630998 0.017285806378535672 leaf_weight=20.903450913727283 48.693756446242332 19.848497793078423 3.0874126926064482 57.420622389763594 48.339897766709328 10.742957755923269 60.072781220078468 19.403504192829132 12.496413648128508 25.88678864389658 583.98359523713589 344.89866730570793 15.935563430190085 24.369740583002567 28.201785303652287 16.042072758078575 84.978608787059784 36.157695293426514 27.100170373916626 22.652616009116173 12.648846179246901 15.686950773000715 13.964109539985655 20.339888907968998 105.82848128676414 20.255020223557949 164.38805212080479 81.35281240940094 187.76037123054266 27.4818409755826 leaf_count=89 818 96 19 518 240 55 300 84 63 120 2632 1551 73 132 141 82 378 167 123 100 75 67 77 114 559 90 888 350 1346 128 internal_value=0.000328097 -0.000253187 0.0240049 -0.00374344 -0.00283775 -0.00341978 0.00185434 0.00405011 -0.000338942 -0.0108929 0.000747843 0.00284964 0.00716918 0.000932015 1.26991e-05 0.0107518 0.0104904 0.0128235 -0.00367683 -0.00304321 -0.00233881 -0.0022545 -0.00289631 0.00830515 -0.00351112 0.00770237 -0.0041881 -0.00601432 -0.00796568 -0.00236507 internal_weight=2160.92 2109.14 51.7812 794.079 736.658 715.755 1315.06 657.161 657.902 61.4222 596.48 597.088 183.576 413.512 389.143 44.2439 140.54 121.136 43.0357 705.012 656.672 35.5354 634.019 32.9887 601.031 34.2191 566.812 402.424 321.071 133.31 internal_count=11475 10638 837 4629 4111 4022 6009 3031 2978 283 2695 2731 825 1906 1774 223 629 545 196 3967 3727 163 3627 189 3438 167 3271 2383 2033 687 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=0 0 12 24 11 11 12 14 6 2 10 6 14 13 19 2 1 18 13 26 28 8 13 18 21 22 22 10 23 2 split_gain=31.7935 16.6 13.7509 10.1188 6.14598 5.02886 4.90316 6.29185 6.17898 5.76225 4.83298 5.3861 8.85728 9.43331 6.75793 5.49805 5.47929 8.53557 5.89761 5.76522 7.06042 6.59255 10.0582 8.96312 7.59395 4.80853 5.28419 4.47327 6.49348 5.17658 threshold=88.500000000000014 35.500000000000007 60.136640548706062 34.288499832153327 -9.1666665077209455 -0.83333334326744068 4.2029862403869638 2.7974551916122441 10.739234924316408 76799.957031250015 19.307160377502445 1.2844570279121401 2.7974551916122441 -0.10555555671453475 98092.722656250015 4795.4719238281259 1.0000000180025095e-35 3261.307006835938 1.7638888955116274 32.063385009765632 15.652918815612795 4.4423918724060067 2.6306818723678593 1514.0806884765627 36867.945312500007 18586.687500000004 29220.867187500004 0.83746683597564708 1.500500023365021 16516.752929687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 -1 6 7 -6 9 -8 11 12 13 -7 16 -13 17 18 -14 20 21 22 24 -24 -18 -15 -27 28 -3 -29 right_child=2 27 -4 -5 5 10 8 -9 -10 -11 -12 15 14 25 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=0.013294275019042947 0.027822721136702276 0.0040530089568847601 -0.036863309088415348 -0.014289625399753035 -0.0070453259331106997 -0.01519709706395744 0.018050212196968497 -0.025520390359818079 -0.019807894931703273 -0.0066116297343998542 0.015587122252713847 0.017079732068132285 0.022880248915784523 -0.0007040099663364191 0.024287141155345523 -0.0072261895588600607 0.036309436873577364 -0.015158412346499117 0.0052639346065340474 -0.020624415651424009 0.018366556459872528 -0.015507930464757886 -0.017805823538706616 0.011234652725160872 0.0018986431178672071 -0.020674831101745686 0.0066284244011474347 0.0022280539679209554 -0.014159735318197135 0.0077774736505942955 leaf_weight=23.989542752504349 47.533163320273161 39.854609161615372 3.1539412587881079 60.671533387154341 68.820647373795509 47.387659534811974 18.60712706297636 21.859645672142506 10.23479227721691 15.73934707790613 14.935797080397604 8.7731617018580419 31.259774915874004 589.59094202518463 14.808525927364824 184.93444915115833 11.271255895495417 11.048950940370558 37.768492549657822 11.92867189645767 18.215472154319286 24.119692638516426 23.916642561554909 15.940382704138754 11.829971194267271 22.139283888041977 8.9620498940348607 511.44484084099531 31.578374348580837 214.82805690914392 leaf_count=104 818 170 19 539 409 327 89 134 47 112 65 38 154 2950 94 972 50 50 159 56 86 110 99 65 51 128 50 2283 155 1092 internal_value=0.000318769 -0.000246198 0.0237977 -0.00232537 -0.00174377 -0.00203848 -0.00749408 -0.011499 0.000652071 0.00674887 -0.00136075 -0.00159647 -0.00059977 -0.00229547 0.0047412 -0.00612536 0.00327415 0.00932297 0.0132416 -0.000857943 0.0013814 -0.00217166 0.00293755 -0.0061914 0.0186879 -0.00131047 -0.0128072 0.003165 -0.0039983 0.00386955 internal_weight=2157.15 2106.46 50.6871 1308.75 1248.08 1224.09 135.262 90.6803 44.5813 34.3465 1088.83 1073.9 880.188 668.08 212.108 193.708 197.299 80.0772 69.0283 117.222 105.293 87.0779 62.9583 39.857 23.1012 620.692 31.1013 797.706 71.433 726.273 internal_count=11475 10638 837 6938 6399 6295 791 543 248 201 5504 5439 4429 3455 974 1010 880 363 313 517 461 375 265 164 101 3128 178 3700 325 3375 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=0 7 12 24 14 8 10 28 14 26 19 24 22 21 10 22 13 16 2 28 6 6 22 13 5 19 22 16 12 28 split_gain=32.4202 19.0467 19.0213 13.5036 10.0745 6.50775 6.74263 7.44859 6.27481 6.16478 6.12653 5.79766 5.42128 5.64211 5.40676 6.44094 6.00865 6.65817 6.07748 9.35067 5.92472 5.31687 6.24567 6.90966 5.17409 5.70529 5.12161 10.2342 6.33168 4.97859 threshold=88.500000000000014 32.348484039306648 62.394933700561531 49.800859451293952 1.6151115298271181 1.2921670079231264 1.0477074980735781 4.4008593559265146 22.178338050842289 0.42584584653377539 6390.7055664062509 1.1123160719871523 580.11846923828136 5526.6840820312509 3.7861437797546391 14799.658203125002 -0.10555555671453475 1.3128402233123782 17830.626953125004 0.28162480890750891 1.0773502588272097 2.9433757066726689 20749.488281250004 3.154761910438538 52.833333969116218 3969.6345214843755 37466.546875000007 17.082242012023929 8.7273464202880877 6.8673686981201181 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 14 6 9 -8 21 -6 -10 -12 -7 -14 16 -16 -1 18 19 -18 -19 22 -3 -24 -23 -26 27 29 -28 -15 right_child=2 8 -4 -5 5 12 7 -9 10 -11 11 -13 13 26 15 -17 17 20 -20 -21 -22 24 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.020817558664737317 0.028966365186396392 0.0021848239812927825 -0.041832701542371432 -0.030020968332545146 -0.004055410982133619 -0.010566607970701584 0.026849463645754221 -0.0048813832295916256 -0.0049926441875406671 0.016131969201166437 0.025838499273785592 0.0025867811579154769 -0.02113957411553407 0.00039040418940667666 0.017526922849658098 -0.0085251886517014718 -0.0048693107202004678 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133 861 internal_value=9.86953e-05 -0.000476494 0.0238169 -0.002715 -0.00237175 -0.000902601 0.00619154 0.0175929 0.00319079 0.00107578 0.0127667 0.0182004 -0.00174386 -0.00111353 -0.00719124 0.00403304 -0.00864038 -0.00696429 -0.00326736 0.0073051 -0.013924 0.00244568 0.00144952 -0.010546 0.00898715 0.0175249 -0.000803874 -0.000203029 -0.0103175 -0.000898611 internal_weight=2138.77 2088.14 50.6393 1296.66 1280.56 981.396 104.041 32.2241 791.478 71.817 57.1395 43.7529 877.355 818.853 299.164 34.2079 264.956 232.9 152.103 37.0233 80.7962 734.339 637.29 36.8083 97.0485 38.5246 806.384 758.481 47.9029 729.42 internal_count=11431 10576 855 6893 6768 4939 495 176 3683 319 308 243 4444 3970 1829 189 1640 1383 889 181 494 3375 2879 176 496 240 3915 3687 228 3559 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=9 23 24 14 13 18 14 14 26 20 5 24 7 14 7 22 14 24 19 22 20 20 15 14 24 1 1 12 11 21 split_gain=27.9434 21.115 13.5263 11.0685 9.20041 10.0017 7.74716 7.86263 6.49967 6.49901 7.67263 6.32477 6.51002 12.7322 6.21967 8.48632 6.08706 5.3661 5.80811 7.42925 5.29522 9.58755 5.48071 7.05153 5.54191 5.73975 5.11282 5.07443 5.06087 5.18669 threshold=50.56439399719239 12.683000087738039 9.618260860443117 25.754961013793949 0.095454547554254546 52521.531250000007 1.4394283890724184 1.0400956869125368 0.032670872285962112 109.6626319885254 44.166666030883796 0.27284833788871771 7.8452382087707528 1.8115586638450625 1.5227272510528567 1.0000000180025095e-35 1.3450202941894533 0.041246416047215469 6304.4670410156259 2187.5244140625005 36004.306640625007 30016.382812500004 -0.02105496451258659 1.0400956869125368 0.062719244509935393 -22.499999999999996 13.500000000000002 34.421346664428718 21.583333015441898 7333.9201660156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 8 14 -6 7 -2 -1 10 11 16 13 -13 -4 -16 -10 -9 -19 -20 21 22 23 -11 -25 -26 -24 -8 -28 -30 right_child=1 -3 4 -5 5 -7 27 17 9 20 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 26 24 25 -27 28 -29 29 -31 leaf_value=0.015173319431953972 0.013804488967612671 0.030494561047889151 -0.0019953939783634322 0.017935900002615947 0.00033225518195705234 -0.030001819407647894 0.0090527681044694046 -0.018760400462112067 -0.0084333790986853997 -0.028042441400795669 -0.033299214601569982 -0.011630867651225656 -0.017436666446786566 0.020626975840894662 -0.033108304466125366 -0.011973737276323114 0.020742981360578748 0.012726252275360585 -0.033395975221639923 0.0024513541249697617 -0.012954422182031479 0.018098615419430964 -0.00046841303360165519 0.010100620849580756 0.012748385166001019 -0.0072992260058425311 0.01146819042746024 -0.012991263479774178 -0.010399223331860502 0.0067368847593682248 leaf_weight=22.49587669968605 20.24641752243042 33.329547964036465 23.8528748229146 28.803243711590767 98.84368447586894 10.857146471738814 230.18752560392022 24.236039683222771 11.637218654155733 11.37205885350704 9.5768013522028905 35.99538579583168 44.146284617483616 15.866242118179796 26.769142676144838 47.335233457386494 14.397835463285444 16.504409428685904 8.2300879731774348 14.147745016962288 29.902347072958946 25.312276288866997 995.73146346211433 22.951943948864937 14.028917655348776 153.36210184544325 68.588141947984695 9.7983201593160612 26.617247834801674 39.469135284423828 leaf_count=94 96 601 177 150 578 51 1361 99 53 57 44 284 326 112 336 393 67 73 51 79 143 120 4540 98 57 754 294 63 111 169 internal_value=9.59555e-05 0.00775932 -0.00144145 -0.000489869 -0.00863703 -0.00266992 0.00541587 -0.00246289 -0.000834169 -0.00107124 -0.00744216 -0.00541314 -0.00896956 -0.00176209 -0.0153195 -0.0196083 0.00770165 -0.00768096 -0.00077494 -0.0107325 -0.000466817 -0.000191733 -0.000539276 -0.00509456 -0.00372354 -0.00561905 0.000273591 0.00815274 0.00575968 -0.000164931 internal_weight=2134.59 356.68 1777.91 1570.25 207.658 109.701 323.351 83.3647 1541.45 1518.96 131.62 122.043 96.0079 51.8616 97.9573 74.1044 26.0351 63.1183 38.8822 22.3778 1387.34 1357.43 1332.12 201.715 190.343 167.391 1130.41 239.986 134.675 66.0864 internal_count=11431 2423 9008 7473 1535 629 1822 398 7323 7229 886 842 722 396 906 729 120 302 203 130 6343 6200 6080 966 909 811 5114 1424 574 280 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=0 12 7 24 14 15 8 10 22 14 19 26 24 7 10 21 26 18 25 22 24 26 12 14 27 15 19 14 25 10 split_gain=30.1279 18.2206 17.1833 12.7279 9.19959 9.04951 6.07116 6.37642 5.88076 5.84623 5.86479 5.7193 5.59097 5.32229 5.08032 6.46375 5.17121 6.36884 6.31699 5.31545 4.97128 5.8412 5.61839 8.20751 9.1883 8.46741 5.58455 5.13161 6.97182 7.92878 threshold=88.500000000000014 62.394933700561531 32.348484039306648 49.800859451293952 1.6151115298271181 -1.0000000180025095e-35 1.2921670079231264 1.0477074980735781 6339.6723632812509 22.178338050842289 6390.7055664062509 0.42584584653377539 1.1123160719871523 21.522727012634281 2.4405039548873906 5406.2949218750009 1.1872953176498415 492.77407836914068 3.8740416765213017 5692.9716796875009 0.04231723956763745 0.030415802262723449 1.8660253882408144 2.8771557807922368 1.2991771101951601 0.063164893537759795 12797.967285156252 1.0400956869125368 1.4917083382606509 4.0270948410034189 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 7 11 -1 20 -11 -6 -12 -9 -8 -16 17 -17 19 -19 21 -4 23 24 25 -23 -25 -26 29 -29 right_child=1 -3 9 -5 6 -7 14 13 -10 10 12 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 26 27 -27 -28 28 -30 -31 leaf_value=-0.026688393018228673 0.028727427109439572 -0.040164668470445607 0.011464839884971234 -0.029416864461112968 -0.0039336605083179835 -0.0044726113809689634 -0.0088960527673179433 0.0088173540401270609 -0.0061128951529303508 -0.0050334965734712134 0.02528707098305915 0.015472176356517507 0.002364973506249628 0.035041514313748072 -0.024242571899056216 -0.0024964047376126084 -0.0014634597873774159 0.02361528126448725 0.033834912729036916 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-0.000452233 -0.00258285 -0.00225249 -0.00687871 -0.000850389 0.00599499 -0.0182803 0.00303437 0.0123228 0.00102037 0.0176946 0.017066 -0.00166525 -0.000942882 -0.000629164 0.00647456 0.0142161 0.00767507 0.00231699 -0.0022322 -0.00453113 -0.00248882 -0.00701733 -0.0199325 0.0102668 -0.000232716 -0.00447977 0.00384734 internal_weight=2130.46 48.6596 2081.8 1292.17 1276.45 296.885 979.569 104.202 51.7346 789.629 56.6135 71.896 43.233 32.3057 875.368 795.861 785.287 82.5347 44.3031 33.2255 733.015 166.953 142.958 127.879 94.3737 32.5023 33.5048 61.8714 49.8304 32.1347 internal_count=11431 855 10576 6893 6768 1829 4939 495 379 3683 308 319 243 176 4444 3973 3926 380 192 142 3375 692 592 529 387 131 142 256 206 131 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=0 12 7 24 22 13 21 6 11 15 9 8 19 18 24 1 12 28 8 12 2 22 16 20 26 1 21 25 18 24 split_gain=28.9835 17.3928 16.192 12.2094 8.35108 11.3598 5.68554 5.48177 5.51584 7.28275 5.31205 5.04516 7.85677 7.33543 8.05126 7.6192 10.3194 6.6513 5.70339 6.27093 5.56142 5.1558 5.01966 4.93289 4.92811 7.89255 7.15493 5.50622 5.30669 6.07364 threshold=88.500000000000014 62.394933700561531 32.348484039306648 49.800859451293952 647.15951538085949 -0.10555555671453475 5406.2949218750009 2.9433757066726689 -0.83333334326744068 -0.19756097346544263 45.50581359863282 0.53078436851501476 11080.850097656252 1154.3008422851565 0.1605937257409096 1.5000000000000002 2.2153606414794926 10.545944213867189 4.2462089061737069 3.0275251865386967 10381.297363281252 2901.3093261718755 6.9124431610107431 7171.7739257812509 0.36108770966529852 33.500000000000007 19470.491210937504 1.9674583077430727 348.83956909179693 0.04231723956763745 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 -1 -6 8 -4 10 -10 -11 17 24 15 16 23 18 19 20 -13 22 -20 -15 26 -26 28 -28 -14 -30 right_child=1 -3 7 -5 6 -7 -8 -9 9 11 -12 12 13 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.023030197328520716 0.028585900462407415 -0.038153948686812995 -0.0073122508876454339 -0.029006900647408192 -0.022187232160109493 -0.0045255012572500862 -0.00081809557088589305 0.0088261410871302258 0.0014987707743196292 0.016133530826619058 0.028448690986136838 -0.00028151353621644494 0.026319597814688966 -0.012019204773034703 0.017878126326755773 0.016159934205972358 -0.034948308680653947 -0.021623011192389536 0.032440809251858375 -0.021682877694215393 -0.020704609137563917 -0.00153792568979365 0.0037260171503913494 0.0071862321561467638 -0.0029445470593643676 0.015646822023555402 0.043213087200729826 0.01279641925073656 -0.010530058394074594 0.011850469634328896 leaf_weight=35.274650130420923 43.801593426615 3.8208937793970099 53.968406833708286 15.462778273969887 11.328505471348761 194.41265445947647 1033.9133563116193 120.85869066044688 10.899483159184458 21.833405554294586 16.619359999895096 219.2551796734333 12.58986774086952 29.003506682813168 15.553545810282229 11.8429779112339 12.101887255907057 14.567316591739653 12.015309080481531 14.580104835331438 12.694911897182463 20.524574033915997 10.071900323033331 20.574916854500771 55.579377122223377 32.608664438128471 11.465456411242487 10.052860781550406 16.244023576378822 33.254226349294186 leaf_count=388 833 22 250 125 51 1261 5068 624 46 97 88 941 57 125 103 52 53 64 57 64 58 100 51 90 278 166 48 54 70 147 internal_value=9.06336e-05 0.0232312 -0.000439395 -0.00250925 -0.00218787 -0.00736739 -0.0010497 0.00294683 0.00188295 0.00269127 0.0177745 0.00198345 0.00143624 0.00525477 -0.00173147 -0.00587979 -0.0101115 -0.00184369 -0.000847182 -0.00259889 -0.00139929 0.00928732 0.0193467 -0.004049 0.00887719 0.00392985 0.0140956 0.0290031 0.00892905 0.00450577 internal_weight=2126.77 47.6225 2079.15 1290.39 1274.93 229.687 1045.24 788.76 667.901 613.933 27.5188 586.414 564.581 260.871 89.0768 73.5233 61.6803 303.709 289.142 246.53 231.95 42.6118 22.0872 49.5784 171.794 88.188 83.6064 21.5183 62.0881 49.4982 internal_count=11431 855 10576 6893 6768 1649 5119 3683 3059 2809 134 2675 2578 1243 423 320 268 1335 1271 1063 999 208 108 215 820 444 376 102 274 217 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=0 7 14 24 14 15 8 10 28 22 14 20 6 5 20 11 13 19 24 26 8 22 21 1 18 27 15 14 20 1 split_gain=27.8806 15.2589 13.5477 11.7112 8.55782 8.60136 5.74646 5.98092 6.65349 5.64449 5.56792 5.59159 6.73735 6.02549 5.55448 6.00307 7.72075 5.49294 5.4927 5.38886 4.99367 6.6029 5.03207 7.042 5.79205 9.81744 6.93209 5.14679 5.13751 5.05872 threshold=88.500000000000014 32.348484039306648 54.451942443847663 49.800859451293952 1.6151115298271181 -1.0000000180025095e-35 1.2921670079231264 1.0477074980735781 3.9724901914596562 6339.6723632812509 22.178338050842289 21296.283203125004 2.9433757066726689 52.166666030883796 469.65472412109381 -1.0000000180025095e-35 0.64583334326744091 6390.7055664062509 1.1123160719871523 0.42584584653377539 0.53078436851501476 21797.523437500004 10446.879882812502 1.5000000000000002 1271.779235839844 2.3372235298156743 0.80217391252517711 2.1675988435745244 4127.8769531250009 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 5 9 7 19 -9 -1 11 12 20 -14 15 -8 -17 -12 -19 -6 -3 22 29 24 28 26 27 -26 -24 -22 right_child=2 10 -4 -5 6 -7 14 8 -10 -11 17 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.026206175704151954 0.028354724453022014 0.015676105382835721 -0.026135795625657061 -0.028601304440942981 -0.003759280378692676 -0.0042636562193770055 -0.018983138346978675 0.025603462728100219 -0.0039065273546582497 -0.0059264325734163289 -0.0047941182402330834 -0.011872969433423343 0.003903145531502338 0.020130234679918549 -0.00081333007626478119 0.0072049120997762705 -0.018068474350908144 0.024833938660756397 0.0020263173359983434 0.015052773502033934 0.011091747748810762 -0.015966961023010671 0.0036225849376331967 0.012325283139616641 -0.01133178367642745 0.019842261816087881 -0.031006355724024798 0.0084081841652367227 0.023901688083098109 -0.0022052530465519419 leaf_weight=29.862000092864037 42.059400614351034 21.796942062675953 4.5507441721856585 15.215362112969158 53.500076785683632 244.14977212622762 32.739863231778145 22.49587332457304 9.9034720882773382 21.065827086567879 13.396170184016226 24.679624304175377 50.112633317708969 34.963444691151381 794.84674187004566 29.184320345520973 17.343592949211597 28.474222600460052 14.263602115213869 18.424185946583748 28.356951981782913 19.824305057525635 104.87388697266579 76.588323786854744 36.891507342457771 12.294238597154616 11.077264770865439 17.538845732808113 12.593549720942972 280.08154445886612 leaf_count=251 826 97 29 125 220 1450 332 101 75 128 65 122 218 222 3792 218 102 171 72 99 126 94 480 379 154 70 51 74 65 1223 internal_value=8.83296e-05 -0.000426724 0.0230346 -0.00243739 -0.0021248 -0.00660296 -0.000774277 0.00588071 0.0165832 -0.0178176 0.00286242 0.00216385 0.00265385 0.0105719 -0.00156854 -0.00914126 -0.00221591 0.0119679 0.017222 0.00105963 0.00157068 0.00105836 0.00163998 0.00461564 0.00159178 -0.00475692 -0.0093736 -0.00497106 0.00579668 -0.000982765 internal_weight=2123.15 2076.54 46.6101 1288.73 1273.52 295.078 978.438 104.324 32.3993 50.9278 787.807 731.673 706.993 85.0761 874.115 79.2678 46.5279 56.134 42.7378 71.9243 621.917 600.12 580.296 271.858 195.269 77.8019 65.5076 54.4304 117.467 308.438 internal_count=11431 10576 855 6893 6768 1829 4939 495 176 379 3683 3375 3253 440 4444 652 320 308 243 319 2813 2716 2622 1273 894 349 279 228 545 1349 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=7 5 23 20 15 20 22 22 1 8 10 26 2 16 14 24 16 26 10 10 15 6 21 11 24 6 15 10 1 3 split_gain=24.3126 15.805 7.59369 7.43628 7.74783 6.5414 7.51759 6.3665 6.76626 6.20814 6.19569 5.90212 5.9246 9.42097 9.4251 7.65756 5.75601 10.3925 6.90113 6.42271 5.18343 6.82303 5.16564 4.7573 7.02084 6.06722 4.382 4.23048 4.22077 5.2739 threshold=90.208332061767592 21.166666984558109 3.4141666889190678 865.12936401367199 0.091966174542903914 28117.263671875004 37898.218750000007 4206.6479492187509 1.0000000180025095e-35 0.71242365241050731 0.83559149503707897 0.027749378234148029 16516.752929687504 3.9912915229797368 3.6688697338104252 0.22227095812559131 2.587733387947083 0.15911075472831729 1.0700509548187258 1.6607555747032168 1.337398409843445 5.2438273429870614 96348.164062500015 0.58333334326744091 6.7350299358367929 2.2153606414794926 -0.60208335518836964 10.705009460449221 33.500000000000007 1.469500005245209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 7 10 -7 -1 -9 -6 -4 -3 -13 14 15 16 18 -18 -14 -20 21 27 -11 -24 -25 -26 -12 -15 29 -22 right_child=-2 2 5 -5 9 6 -8 8 -10 22 26 12 13 20 -16 -17 17 -19 19 -21 28 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.016481593880910736 0.0293395035284757 0.018154665506410733 -0.0073483156445762745 -0.0013211060857820128 0.0081583129961011035 -0.020951706212301621 0.010290713701930739 -0.015110188673850564 0.022346149252015283 -0.029108430501175273 -0.0063835394535087901 -0.00060916419434397617 -0.01016602784041021 0.014543822602745681 -0.028144534686304144 0.023241411335620684 -0.031670005621334645 0.0042592341684874989 0.026347327101592325 0.0021535841081647333 -0.01561947902410505 -0.0045646600545774839 0.0040461095935485055 -0.027413011487980001 -0.014142002106809777 0.019114454968664277 0.014853297039442945 0.034174277525187896 0.017305620709236608 0.0046110546420355565 leaf_weight=91.654470767825842 25.928011104464531 18.649809718132019 14.754470147192476 701.07490873336792 36.054330304265022 13.524768695235254 14.21889742836356 8.8170832321047801 8.5490968748927099 8.4205226153135282 9.472033213824032 642.00997423380613 27.49494132399559 52.031241253018379 11.529381752014158 11.762851014733313 14.471556529402735 14.510275095701216 13.362390533089636 37.843208715319633 12.84306016564369 14.418886803090571 32.701811723411083 14.986900091171263 11.907520055770876 8.4342867955565435 113.8495536968112 12.196325942873953 20.408478938043118 119.56995908915997 leaf_count=880 564 84 86 3548 196 75 76 80 64 49 59 2832 127 244 50 54 61 64 58 162 57 70 228 99 80 55 799 69 101 531 internal_value=0.000465849 0.000111301 0.0023977 -0.00283509 -0.00762649 0.00835312 -0.00493966 -0.0133259 0.00332898 -0.0021036 0.011024 0.00143247 0.00112199 0.00418845 -0.00224141 0.000258873 -0.00225166 -0.0136814 0.00195739 0.00846708 0.00782674 0.0140848 -0.00694312 -0.00419959 -0.0118322 -0.000352937 0.0132221 0.0182715 0.00460618 0.00264885 internal_weight=2137.45 2111.52 1188.92 922.601 221.526 165.82 27.7437 109.021 17.3662 112.505 138.076 1023.1 1004.45 362.443 130.975 119.445 107.682 28.9818 78.7005 51.2056 231.468 78.6465 76.451 68.0305 35.3287 20.3418 123.322 64.2276 152.821 132.413 internal_count=11502 10938 5659 5279 1731 1095 151 1024 144 707 944 4564 4480 1648 576 526 472 125 347 220 1072 383 511 462 234 135 858 313 689 588 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=7 5 23 20 13 20 0 14 10 13 26 2 16 14 24 16 26 10 10 11 14 21 7 15 28 11 15 6 16 14 split_gain=23.5172 14.8949 7.17675 7.06392 7.46821 6.18259 7.22492 5.94645 5.85905 6.86922 5.57967 5.58291 8.8832 8.90311 7.18034 5.41636 9.78403 6.49911 6.05249 5.04562 5.09941 5.98794 7.97351 6.52881 5.11676 7.14942 4.89877 6.45368 4.49108 4.30459 threshold=90.208332061767592 21.166666984558109 3.4141666889190678 865.12936401367199 0.42261904478073126 28117.263671875004 54.500000000000007 3.6688697338104252 0.83559149503707897 -1.4722222089767454 0.027749378234148029 16516.752929687504 3.9912915229797368 3.6688697338104252 0.22227095812559131 2.587733387947083 0.15911075472831729 1.0700509548187258 1.6607555747032168 -1.4166666865348814 2.3761218786239628 64722.593750000007 51.541666030883796 1.0919662117958071 1.5921710133552553 8.5833334922790545 1.337398409843445 5.2438273429870614 1.9516135454177859 1.6548790335655215 decision_type=2 2 2 2 2 2 2 2 2 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 10 4 -1 8 -7 29 -4 -10 -3 -12 13 14 15 17 -17 -13 -19 -11 28 23 -23 -22 -25 -26 27 -14 -21 -6 right_child=-2 2 5 -5 7 6 -8 -9 9 19 11 12 26 -15 -16 16 -18 18 -20 20 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.010861006489559628 0.029230952405048839 0.01768300508210488 -0.0071230020789124302 -0.0012821124968601127 -0.001623073277533797 0.0061763290410192257 -0.026154038274679409 -0.020473096493394259 -0.015330362021121986 0.038686355009590459 -0.00059087971656630943 -0.0098785832058091941 0.017784256677068233 -0.027400276230050362 0.022460605536811128 -0.030732840942980257 0.0041305668762614094 0.025583072251452454 0.0020886637224282762 0.017284750549104732 0.036220894933123145 -0.013929238721073128 0.019988240881932878 0.028501249266832597 -0.011042747539923292 0.020627125442722882 0.0044740204044447889 -0.0044234864443862716 -0.010120955011351768 0.016040232620468331 leaf_weight=159.25296675041318 25.253758985549212 18.57400207221508 14.764391724020241 700.7306689620018 30.916568472981453 18.342006757855419 9.4136870317161065 9.3968656808137876 7.3066643178462973 7.367009535431861 642.02023570239544 27.446871817111969 64.012796655297279 11.487901479005812 11.805940106511114 14.465542256832125 14.513353303074835 13.348922565579413 37.848789945244789 8.7377266399562377 18.721398897469044 11.762915138155224 13.281085722148417 15.563267402350901 11.410855010151865 14.654134504497049 152.62810503691435 14.432476334273813 14.011097770184277 20.752438105642796 leaf_count=1363 564 84 86 3548 199 78 73 53 43 42 2832 127 313 50 54 61 64 58 162 68 122 77 178 80 73 86 689 70 89 116 internal_value=0.000452556 0.00010795 0.00232795 -0.00275528 -0.00744075 0.008127 -0.00478892 0.00147891 0.0107327 0.0128792 0.00139033 0.00108892 0.00406817 -0.00217541 0.000250971 -0.00218535 -0.0132724 0.00189999 0.00821443 0.0146636 0.0130271 0.0163895 0.00405754 0.0215071 0.0148898 0.00676254 0.00760555 0.0136984 0.00040546 0.00547125 internal_weight=2134.22 2108.97 1187.92 921.05 220.319 165.336 27.7557 61.0659 137.581 122.816 1022.58 1004.01 361.991 130.917 119.429 107.623 28.9789 78.6446 51.1977 115.509 108.142 85.3937 25.044 60.3497 41.6283 26.065 231.073 78.4453 22.7488 51.669 internal_count=11502 10938 5659 5279 1731 1095 151 368 944 858 4564 4480 1648 576 526 472 125 347 220 815 773 616 255 361 239 159 1072 383 157 315 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=7 5 23 20 15 17 26 22 1 20 22 23 25 6 14 10 13 26 14 22 15 6 13 12 14 13 17 18 26 24 split_gain=22.747 14.0341 6.78123 6.70282 7.23855 6.48118 8.89764 6.14349 6.36097 5.84987 7.00026 5.68146 7.06071 7.05731 6.10755 5.54321 6.49163 5.27513 4.75535 4.8933 4.80566 4.21848 4.19233 5.97361 5.5353 4.72208 4.15136 6.71597 7.18801 6.79869 threshold=90.208332061767592 21.166666984558109 3.4141666889190678 865.12936401367199 0.091966174542903914 15455.573730468752 0.86348682641983043 4206.6479492187509 1.0000000180025095e-35 28117.263671875004 37898.218750000007 11.635666847229006 20.565291404724125 2.2153606414794926 1.0710658431053164 0.83559149503707897 -1.4722222089767454 0.027749378234148029 2.3761218786239628 9327.0136718750018 1.0919662117958071 0.85355338454246532 6.6833331584930429 21.373656272888187 17.921017646789554 5.5357143878936776 17147.875000000004 1457.3472900390627 0.13745581358671191 0.46068231761455541 decision_type=2 2 2 2 2 2 2 2 2 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 17 4 7 -6 -7 -1 -9 15 -11 -8 -13 14 21 -4 -17 -3 19 -18 -20 -14 23 24 25 -5 -19 -28 -29 -30 right_child=-2 2 9 22 5 6 11 8 -10 10 -12 12 13 -15 -16 16 18 26 20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.01597783723545225 0.029122266208479613 0.017224059884790029 -0.0069047907279837705 -0.0016396884844279522 -0.022837171193344784 0.025712544383799708 -0.020348425632375166 -0.014601643129607196 0.021810850156014628 -0.019999563241595752 0.010079312734479198 0.018407633238319631 0.017939975704617049 0.020825228181996523 -0.016625444435655994 -0.01484775752468127 -0.0070023959068987044 -0.00037750515006026335 0.026472601587459944 0.021982866687664124 0.012172512358494838 -0.010146996583632249 0.0056984277019153312 -0.022773567084943169 0.017003360607061698 -0.019529011789335585 0.0077092864736687016 -0.0091297237752725347 0.008455651019613656 -0.0072874340222263525 leaf_weight=89.895698044449091 24.597486592829227 18.498014271259308 14.773911368101833 590.10783436149359 11.917810484766958 11.241670683026312 13.744975924491881 8.6579419225454348 8.6134747937321645 13.623595725744964 14.244638971984385 15.861099205911158 10.309515148401262 8.7029345408081991 31.233906432986259 7.3176605477929106 16.172102700918916 646.47986328601837 33.417388439178467 7.7558460421860209 57.616989769041538 9.026436120271681 70.409474104642868 12.239984713494776 14.053602069616316 13.5854275226593 181.07110533118248 58.344018518924713 82.54480642080307 35.222813166677952 leaf_count=880 564 84 86 3066 64 57 91 80 64 75 76 97 66 57 214 43 111 2856 245 54 405 61 295 64 65 58 824 254 381 165 internal_value=0.000439763 0.000104868 0.00226 -0.00267711 -0.00725533 -0.00192359 0.000565847 -0.0128294 0.00355773 0.00790488 -0.00462497 -0.00261478 0.000629404 -0.00412796 -0.00842234 0.0104527 0.0125498 0.00134921 0.0142937 0.00239269 0.0174219 0.00482838 -0.00124425 -0.00202019 -0.00160898 -0.00204227 0.00105663 0.00365233 -0.000518868 0.00374709 internal_weight=2131.28 2106.68 1187.08 919.602 219.205 112.038 100.121 107.167 17.2714 164.922 27.8682 88.8789 75.1339 59.2728 50.5699 137.054 122.28 1022.16 114.962 23.9279 91.0344 19.336 700.396 629.987 617.747 603.693 1003.66 357.183 176.112 117.768 internal_count=11502 10938 5659 5279 1731 707 643 1024 144 1095 151 586 495 398 341 944 858 4564 815 165 650 127 3548 3253 3189 3124 4480 1624 800 546 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=0 1 9 11 26 14 10 2 23 22 14 3 21 21 9 28 10 13 3 9 10 0 19 13 15 23 28 16 13 13 split_gain=21.5078 12.7368 11.6032 5.76444 5.18109 5.46417 5.77342 5.47923 6.30294 5.25928 7.69559 6.37611 8.66823 9.08073 6.71573 6.14621 6.42525 7.09408 6.13523 6.07658 5.98342 9.02005 5.80378 6.54169 5.68904 5.50827 5.44258 11.7475 5.32937 5.20513 threshold=88.500000000000014 92.000000000000014 21.506097793579105 13.833333492279055 0.027749378234148029 1.3450202941894533 10.445919513702394 3087.378784179688 1.2394999861717226 4653.8664550781259 31.794906616210941 5.4584999084472665 49135.363281250007 92332.167968750015 42.516666412353523 6.5104837417602548 14.826957225799562 5.5357143878936776 3.4465000629425053 22.881944656372074 8.6916947364807147 33.500000000000007 16529.428710937504 1.4226190447807314 6.41428565979004 1.5454999804496767 1.0183907151222231 8.560859680175783 2.7638888359069829 -0.15476191043853757 decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 -6 -9 19 11 12 15 14 26 18 -17 28 -11 -7 22 -22 -21 25 -12 -24 -14 -28 -18 -10 right_child=1 -3 4 -5 5 9 -8 8 29 10 24 -13 13 -15 -16 16 17 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0028648163462368678 0.026595016229207038 -0.030624416358507822 0.01759595651993906 0.0093111351384235885 -0.017262723946185398 0.020574533979218709 0.013865789333915735 0.019852747306670599 -0.017215181242825395 -0.0095746956214441473 0.030936270275986673 -0.013630566158464341 -0.00013924681887528961 -0.017680065820125011 0.026486479193219361 0.013524428423361089 -0.0016950218365051799 0.013734673873546112 0.013253542149792354 0.00055540480037445509 -0.013324326229225036 0.016613565931841035 0.001004741870345808 0.0038381820927295193 0.0012365338001450279 0.025950148519571024 0.037429018859162104 -0.004237447533471014 -0.028255665380861623 -0.0014107292242110444 leaf_weight=932.38818798214197 39.023341219872236 3.8462754860520354 19.036428824067116 36.358641609549522 25.293836176395416 20.714825600385666 17.214521281421185 10.846484854817389 22.209461055696011 113.91230700165033 12.044942036271097 33.54612036049366 42.517932869493961 11.38724562525749 19.161334089934826 32.164981558918953 16.008558005094532 13.191728442907332 11.682320281863211 321.27345209568739 10.658897269517182 60.287110112607479 11.354630768299101 97.37681120634079 11.204073086380957 26.699900139123201 12.817000873386862 11.603257700800894 11.81822322309017 120.57630108296871 leaf_count=5299 802 43 87 150 105 88 75 44 109 497 59 228 186 67 119 140 72 61 60 1421 48 314 48 452 56 147 61 53 50 561 internal_value=0.000427084 0.0214613 -5.32719e-06 -0.00240783 0.00207905 0.00180992 -0.00272792 -0.0043244 -0.00219425 0.00279731 -5.85107e-05 -0.00123446 0.000169156 0.00749669 0.0108265 -0.00342449 0.00348618 -0.0043854 -0.0074513 0.004636 0.00401027 0.0121157 0.00275115 0.00795994 0.0166235 0.018507 0.00634375 0.0176312 -0.0129755 -0.00386902 internal_weight=2128.22 42.8696 2085.35 968.747 1116.6 1097.57 196.141 178.926 153.632 901.426 353.06 329.811 296.265 97.4868 86.0995 198.778 73.1835 41.0185 125.595 548.366 527.651 70.946 456.705 135.431 23.249 38.0545 66.9382 24.4203 27.8268 142.786 internal_count=11502 845 10657 5449 5208 5121 894 819 714 4227 1709 1594 1366 486 419 880 323 183 557 2518 2430 362 2068 647 115 195 300 114 122 670 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=7 5 20 21 15 8 23 24 20 0 10 13 11 15 6 18 19 26 15 13 18 20 11 21 7 8 20 3 23 13 split_gain=21.433 12.5026 6.3589 7.1272 7.50887 6.64055 6.21721 5.6483 5.54884 6.77655 5.16004 6.03678 5.04589 8.74764 6.32071 6.71565 5.70129 4.89764 4.88658 5.92724 5.08827 10.1792 4.6233 4.77949 6.51567 4.61486 4.53374 5.63696 5.77064 4.5432 threshold=90.208332061767592 21.166666984558109 865.12936401367199 9807.4550781250018 0.091966174542903914 0.71242365241050731 3.4141666889190678 0.27284833788871771 28117.263671875004 54.500000000000007 0.83559149503707897 -1.4722222089767454 -0.83333334326744068 -0.38379706442356104 2.9433757066726689 857.59207153320324 11219.483398437502 0.027749378234148029 1.0000000180025095e-35 -0.23611111193895337 62.51991271972657 109.6626319885254 -1.4166666865348814 75739.828125000015 50.041666030883796 4.5018334388732919 109.6626319885254 1.8989999890327456 2.2986665964126591 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 7 -6 12 -5 10 -10 -8 -12 14 -14 15 16 -3 -15 19 -19 -20 -22 -13 -24 -25 -26 -21 29 -29 -28 right_child=-2 6 -4 4 5 -7 8 -9 9 -11 11 22 13 17 -16 -17 -18 18 20 26 21 -23 23 24 25 -27 27 28 -30 -31 leaf_value=-0.039058637974235623 0.028928694167956199 -0.01215381642121913 -0.0011398398395069754 0.015343586437535098 0.010317873515204417 -0.0056430275567552436 -0.0066918974409251805 -0.013680432300663736 0.006005362740952494 -0.025225033962335851 -0.014339815812453163 0.036825156901202881 0.019651562622577744 0.017025106938780361 0.0055910067129097954 -0.027180503122848382 0.0093768266808422502 0.010609140837518434 0.01344347219261755 0.0086628859602537103 -0.021500606406042958 0.0020665028106817535 0.01588689951450779 -0.015361705122611443 -0.0062653152195100417 0.02772944004803557 -0.021591191501022011 0.016395323930604319 -0.0094928113536652415 -0.0023857636464841357 leaf_weight=6.0717154517769805 23.464009314775467 33.486464902758598 699.16088641434908 6.4351279139518729 34.401408240199089 73.763710670173168 14.770751927047966 96.944754257798195 18.318493574857715 9.4939118772745115 7.3105209693312636 7.3323888741433612 24.467611581087112 17.856515645980835 32.879129230976105 16.357247188687325 16.534116365015507 19.688368588685989 33.69422559440136 13.69975523650646 16.888113364577293 708.08841393142939 79.783531729131937 11.861468341201546 5.922275334596633 9.1417558752000314 37.821482971310616 11.999579161405562 21.878531500697136 15.681907892227171 leaf_count=35 564 147 3548 34 187 501 86 974 78 73 43 42 123 82 156 73 76 90 159 62 70 3135 499 77 65 132 160 57 108 66 internal_value=0.000415147 9.68185e-05 -0.00253376 -0.00701216 -0.00609237 -0.000566738 0.00213204 -0.0118738 0.00755517 -0.0046553 0.01005 0.0120878 0.00126131 0.00195337 -0.0051656 -0.0104937 -0.00503694 0.00147077 0.00115495 -0.00444996 0.00204717 0.00151751 0.0137819 0.0121985 0.00126937 0.0143647 -0.00738314 -0.00989885 -0.00032327 -0.0159621 internal_weight=2125.2 2101.73 916.778 217.617 211.545 108.165 1184.96 103.38 163.935 27.8124 136.123 121.352 1021.02 921.765 99.257 66.3778 50.0206 897.297 879.44 120.77 758.671 724.977 114.041 106.709 26.9255 15.064 101.081 87.3815 33.8781 53.5034 internal_count=11502 10938 5279 1731 1696 688 5659 1008 1095 151 944 858 4564 4112 452 296 223 3989 3907 543 3364 3205 815 773 274 197 453 391 165 226 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=5 5 10 22 18 10 5 9 14 10 19 26 26 12 6 6 21 26 14 26 18 22 20 5 23 17 10 10 23 15 split_gain=23.4582 12.5538 6.9692 8.8339 7.3451 8.04524 6.98932 6.71882 13.8304 9.00238 5.92178 5.71121 9.048 5.54831 5.26643 5.86038 4.66134 4.63687 4.92245 4.58801 6.07132 7.48999 7.49533 5.85557 5.81986 7.43338 5.71206 8.2257 5.65764 5.2632 threshold=52.833333969116218 93.166667938232436 8.0400199890136737 20124.336914062504 123.80062484741212 0.73119062185287487 2.8333333730697636 6.5119047164917001 1.5654891133308413 2.6684826612472539 35066.982421875007 19.714786529541019 11.492183208465578 1.8660253882408144 2.9433757066726689 20.516250610351566 95062.843750000015 0.86348682641983043 1.3312467336654665 0.1001970022916794 162.87648010253909 768.33044433593761 712.60751342773449 50.166666030883796 1.2394999861717226 3918.609985351563 1.0012300014495852 1.8003237247467043 1.1138333678245547 0.28165064752101904 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 3 4 5 -1 -7 8 -8 13 -5 12 19 -10 -2 -16 -13 18 -9 23 -21 29 -23 24 28 -26 -27 -28 -6 -22 right_child=1 -3 -4 10 11 6 7 17 9 -11 -12 16 -14 -15 15 -17 -18 -19 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.0021816986040837194 0.0037160422231479607 0.029855363207850046 0.0021950535272245962 -0.025164727576944847 0.0044848005103711088 -0.025930754117215443 -0.011635162617796553 -0.016780248306464605 0.051564874019497553 -0.0077740940800537939 -0.0073546427659471614 0.024557849384145462 -0.027139235943266053 0.015506697272813789 0.018543619595764279 -0.0050695731541750885 -0.0030448139452808657 -0.018586365277915778 -0.0015009047327568035 0.02012002001438171 -0.0036302648569626543 0.018297409192119224 -0.001457058212994218 -0.015536642797714316 -0.02108209777806111 -0.0010840843304836809 0.032012933164917913 0.00085914528397288163 0.031052207081101631 -0.020220018668901791 leaf_weight=74.899414479732513 295.96231816336513 19.838102228939533 342.19010158255696 21.504523694515228 13.846251368522646 20.484208699315786 30.998338956385851 29.22932019084692 7.1482559293508556 7.5523671433329573 76.83665969222784 14.307177998125555 11.870019190013407 8.2998734563589078 45.544042646884918 11.938979577273129 8.9510550647973997 47.740431200712919 54.098558269441128 11.48009307682514 37.19812336564064 17.67801196873188 780.1686981767416 11.739542245864866 10.355822637677191 42.052873402833939 14.805290654301645 15.733758255839346 15.061029508709906 32.032373160123825 leaf_count=478 1661 496 1635 130 57 262 243 132 56 67 469 84 69 76 360 105 50 408 251 50 180 81 3566 49 43 191 64 66 61 145 internal_value=-0.000197042 0.00663332 -0.00164714 -0.0025756 -0.0019283 -0.00623581 -0.009303 -0.00746256 0.00144298 0.0190687 -0.0112492 -0.000763668 -0.0011008 0.0321918 0.00532992 0.0136393 0.0139348 -0.0111315 -0.00686051 -0.000792389 -0.00155373 -0.00184069 -0.00101936 0.00461954 0.00673499 0.00269528 0.00608731 0.0159625 0.0183267 -0.0113062 internal_weight=2131.55 373.283 1758.26 1416.07 1317.73 280.451 205.551 185.067 53.9988 23.0005 98.3412 1037.28 1014.02 15.4481 353.445 57.483 23.2582 131.068 83.3279 1002.15 878.557 867.077 797.847 123.595 111.855 82.9477 72.5919 30.539 28.9073 69.2305 internal_count=11585 2622 8963 7328 6729 1973 1495 1233 442 199 599 4756 4622 132 2126 465 134 791 383 4553 4022 3972 3647 531 482 364 321 130 118 325 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 5 19 5 21 1 8 27 18 5 27 1 19 28 27 21 16 14 9 22 0 14 22 19 14 17 12 22 16 7 split_gain=23.273 10.0807 9.66614 8.11007 6.09581 5.40203 5.19512 5.05456 5.01687 6.44251 4.8249 4.93427 4.42078 8.83768 8.60218 8.08649 7.558 6.8497 5.65157 5.63202 5.12119 4.33249 6.1227 11.825 6.5516 8.39033 7.68467 5.35611 7.07731 6.85851 threshold=63.500000000000007 93.166667938232436 4336.0527343750009 31.833333015441898 8440.0468750000018 50.500000000000007 0.75485363602638256 74.833301544189467 10670.736328125002 62.166666030883796 2.2578499317169194 -10.499999999999998 94938.636718750015 0.4994091540575028 46.222126007080085 87225.496093750015 2.1773903369903569 0.99046841263771068 31.389277458190922 25993.767578125004 2.5000000000000004 4.0108754634857187 4933.2207031250009 32956.101562500007 9.2930002212524432 4885.4819335937509 1.6297879815101626 13895.768554687502 8.819183826446535 43.522727966308601 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 -4 21 -6 10 -8 -10 -1 -12 15 -14 19 17 -17 -13 20 -15 -19 27 24 -24 -23 26 -26 28 -5 -29 right_child=1 -3 4 5 6 -7 8 -9 9 -11 11 12 13 14 -16 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 29 -30 -31 leaf_value=-0.015516400500943208 0.026744771466482527 0.029773669544423547 -0.0038884759513343674 -0.0011243743003875679 -0.0094739838083851124 0.021871745231352824 0.012942103526407716 0.010326626500858959 -0.022332521521420155 0.015560736881021173 -0.016156432903544453 -0.022850371088482691 0.019733873075221627 -0.010461640534550455 -0.00067665556969686571 -0.0080095830389904799 0.02213623967261464 -0.018395051194792768 0.018980784532055157 0.01601239721927717 -0.0012848342791823551 0.019245510383863511 -0.0082865488326945205 0.0097197466688238067 0.010751705067787654 0.012097701405444652 -0.01917042349442008 -9.2287335016395911e-05 -0.024074158244345483 0.027668350513660331 leaf_weight=27.040124550461769 20.201039109379053 19.303826712071896 51.256489425897598 366.55311904847622 13.19908371567726 11.387499660253523 98.724977966398001 26.223328702151775 8.8458208739757556 7.429668676108121 24.02301299571991 13.568649142980574 12.680620923638342 217.09090454876423 172.85107110440731 10.759950526058672 24.592778250575066 16.123738013207912 12.117075607180594 7.4813600331544867 667.64102371782064 38.47876738011837 74.039657086133957 58.965659223496914 12.612199723720549 48.719304718077183 19.933745473623276 20.849446535110474 12.506145030260084 13.006190806627272 leaf_count=123 114 496 272 1538 86 55 857 146 53 75 147 69 62 1580 1020 65 124 144 54 44 3139 170 321 262 54 230 89 88 53 55 internal_value=-0.000191706 0.00907208 0.00707055 -0.00125412 0.00485586 0.00138362 0.008352 -0.00270347 0.010398 -0.00503446 -0.00298681 -0.00269943 -0.00241951 -0.00492084 -0.0057075 -0.00104223 0.0129611 -0.00174003 -0.00132841 -0.00957969 -0.00168831 0.00103313 0.00412661 -0.000303762 0.00904763 0.00421897 -0.007575 -0.000860425 -0.00188155 0.0105724 internal_weight=2128.21 218.961 199.657 1909.25 179.456 677.052 128.2 1232.19 115 16.2755 1205.97 1178.93 1154.91 410.104 397.423 744.803 35.3527 709.45 695.882 224.572 683.765 665.664 252.749 133.005 119.744 81.2652 32.5459 412.915 379.059 33.8556 internal_count=11585 1953 1457 9632 1343 2915 1071 6717 985 128 6571 6448 6301 2706 2644 3595 189 3406 3337 1624 3283 2860 1126 583 543 373 143 1734 1591 143 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=5 5 10 22 18 10 5 9 14 10 1 6 20 19 18 26 26 6 1 12 26 14 15 14 28 22 21 26 18 22 split_gain=20.9475 12.0327 6.43721 8.37856 6.6865 7.56464 6.85772 6.51512 12.9857 8.26048 6.36327 6.06143 7.2105 5.71875 5.60229 5.37061 8.59906 4.94722 8.41135 4.93781 4.38998 4.65396 4.37396 5.42416 4.37389 4.9437 4.266 4.22718 5.65635 7.04728 threshold=52.833333969116218 93.166667938232436 8.0400199890136737 20124.336914062504 123.80062484741212 0.73119062185287487 2.8333333730697636 6.5119047164917001 1.5654891133308413 2.6684826612472539 28.500000000000004 1.0773502588272097 36766.517578125007 35066.982421875007 6406.2053222656259 19.714786529541019 11.492183208465578 2.9433757066726689 29.500000000000004 1.8660253882408144 0.86348682641983043 1.3312467336654665 -0.10380747169256209 16.884957313537601 2.1736162900924687 4406.2033691406259 95062.843750000015 0.1001970022916794 162.87648010253909 768.33044433593761 decision_type=2 2 2 2 2 2 2 2 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 17 3 4 5 -1 -7 8 -8 19 11 12 22 -5 -12 16 27 -2 24 -10 21 -9 -4 -24 25 -19 -17 -6 -29 -30 right_child=1 -3 10 13 15 6 7 20 9 -11 14 -13 -14 -15 -16 26 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.0022096872949078747 0.0034870937772922442 0.029692082232445585 0.020605099899878954 -0.024723169691271737 0.004457669677342721 -0.025644115854883524 -0.011179495175375349 -0.016291825555242244 0.048891718420128252 -0.0073724239357267117 0.032941182659655462 -0.0027940085307742416 -0.014694661617839016 -0.0071064298996750446 0.0068606429766119971 0.023582654083252462 -0.026645450157130428 0.021398843887981675 -0.01525960397194606 0.015170555724377966 -0.018102229615689708 -0.0014110401470019396 0.0022875224167843303 0.023251344741244268 0.029523358444148856 -0.003006884862293762 -0.0028081939845368757 0.019403275915644995 -0.01095080588940509 -0.00095295510296715305 leaf_weight=74.854355793446302 294.77645095065236 18.784014221280813 21.386280786246061 21.181277118623257 123.47080655395985 19.958616204559803 30.568990636616945 29.105221658945084 7.348446216434243 7.4676640518009654 9.9917833581566793 181.65602848678827 13.638171181082724 76.410978294909 28.717615962028503 14.445336773991587 11.666286267340181 17.401790451258424 8.0405191630125028 8.3478135988116247 46.870980475097895 54.027321293950081 73.517417699098587 13.085008427500723 18.150458976626396 13.087893210351465 8.91454830765724 11.529733762145041 68.939890682697296 797.22282211482525 leaf_count=478 1661 496 109 130 531 262 243 132 56 67 72 875 62 469 133 84 69 114 77 76 408 251 326 58 186 88 50 50 325 3647 internal_value=-0.000186162 0.00629817 -0.00155465 -0.00244889 -0.00181935 -0.00594573 -0.0089427 -0.00712849 0.00165855 0.0186007 0.00213832 0.000676353 0.00585952 -0.0109299 0.0135926 -0.000710088 -0.00103809 0.00504786 0.0131648 0.0309576 -0.0107603 -0.0066209 0.00845536 0.00545501 0.0178636 0.0109225 0.0135114 -0.000739698 -0.00147085 -0.00174871 internal_weight=2124.56 370.241 1754.32 1412.33 1314.74 278.549 203.695 183.736 53.7329 23.1639 341.992 303.283 121.627 97.5923 38.7094 1036.19 1012.83 351.457 56.6807 15.6963 130.004 83.1325 107.989 86.6024 48.6401 30.4897 23.3599 1001.16 877.692 866.163 internal_count=11585 2622 8963 7328 6729 1973 1495 1233 442 199 1635 1430 555 599 205 4756 4622 2126 465 132 791 383 493 384 388 202 134 4553 4022 3972 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=0 5 19 13 5 10 28 2 22 20 5 13 19 18 9 0 21 17 10 15 12 20 5 9 16 24 2 17 7 7 split_gain=20.9666 9.72785 9.23612 7.36441 7.28411 4.83459 5.34961 4.71718 6.77236 9.31707 7.29784 6.1151 5.48053 4.64698 4.63006 9.38522 4.51555 6.78522 6.70494 7.36652 6.42501 5.7863 5.38206 5.01047 5.39495 5.06742 4.95894 4.818 7.60315 5.35292 threshold=63.500000000000007 93.166667938232436 4336.0527343750009 -0.95833334326744068 31.833333015441898 1.1561383008956911 0.11856568977236749 5699.8171386718759 1186.9716796875002 879.60256958007824 65.833332061767592 7.9583332538604745 10445.003906250002 657.99929809570324 1.6619047522544863 1.5000000000000002 3227.623168945313 3268.6691894531255 4.0742967128753671 0.048199767246842391 1.2844570279121401 194.736198425293 50.583333969116218 47.510000228881843 11.322510719299318 0.051693677902221687 2763.5932617187505 3689.088256835938 53.366666793823249 55.041666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 14 6 -5 -7 -9 -10 -11 12 13 -12 -1 -16 18 23 19 20 -6 26 -23 24 25 -18 -21 28 -19 -29 right_child=1 -3 3 5 16 7 -8 8 9 10 11 -13 -14 -15 15 -17 17 27 -20 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0061857476292128078 0.026142777332930873 0.029610528801305925 0.031398525463613346 0.0059944015742157972 -0.0015979430530635621 -0.0075094023561635389 -0.023269794768840647 0.022337027959252836 -0.024037256645671846 -0.0085845896828951659 0.019833930606993684 -0.003224502376016008 0.023454510198617051 -0.011520427105121729 -0.020445889784717092 -0.0025398022755055739 0.0044047631560286352 -0.015894276950332818 -0.022295229731682572 -0.0051804128398982054 0.025664148487800742 -0.0095328981092420786 0.015723592353356422 0.0279398327639819 -0.0095149722130260204 0.026254870389132837 -0.030980385066688501 0.0033301507321365762 0.011404638340559816 -0.0064232232038715937 leaf_weight=52.138386733829975 19.85990921035409 18.278314888477325 8.7584383152425271 10.466079831123354 17.572928369045261 22.362710028886795 12.146888509392737 22.538915980607271 9.554571080952881 20.747169222682714 7.8485134467482593 18.512920994311571 35.950254030525684 9.2894190251827222 26.962136201560497 1149.5067809075117 25.25103785097599 32.426527321338654 15.972368165850638 13.76149718463421 13.961869686841963 17.747099488973621 13.272548004984854 13.159767210483549 13.029049783945082 15.365457028150557 13.075644373893736 400.84800704568624 12.809385299682615 57.96708981692791 leaf_count=338 114 496 117 48 72 105 90 222 70 122 46 149 305 69 329 6050 105 137 69 56 58 72 56 59 55 66 53 1728 57 272 internal_value=-0.000181038 0.00866984 0.00673705 0.00457404 -0.00118615 0.00318729 -0.00972529 0.00517627 0.00745594 0.00416453 0.00708236 0.011622 0.0167993 0.00283866 -0.00256247 -0.00295017 0.00131445 0.00236766 -0.00439179 -0.00119283 0.0104722 -0.00755085 0.00127374 0.0113517 0.00728247 0.0126708 -0.0177507 0.00117694 -0.00816408 0.0020979 internal_weight=2121.14 216.314 198.036 178.176 1904.83 169.417 22.613 146.804 124.442 101.903 92.3483 71.6011 53.0882 17.1379 1228.61 1176.47 676.22 570.856 105.364 89.3916 31.5348 57.8568 31.0196 66.8053 53.6455 40.6165 26.8371 504.051 45.2359 458.815 internal_count=11585 1953 1457 1343 9632 1226 138 1088 983 761 691 569 420 115 6717 6379 2915 2479 436 367 130 237 128 285 226 171 109 2194 194 2000 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 5 5 13 1 16 16 27 27 13 23 22 8 9 0 24 7 28 26 24 9 25 27 2 9 13 1 9 27 11 split_gain=19.8545 9.55751 6.86216 6.02478 5.08775 4.86388 10.5562 4.81309 4.31742 5.81816 18.0532 11.5219 7.58643 5.39527 4.36418 5.35462 6.84425 5.23347 4.3096 5.93155 6.89208 4.1735 4.12848 9.83427 5.65896 5.65119 4.44775 5.10056 8.82589 5.04952 threshold=63.500000000000007 93.166667938232436 31.833333015441898 -0.95833334326744068 50.500000000000007 1.0339469313621523 1.1846386194229128 2.2578499317169194 74.833301544189467 -0.10555555671453475 33.555500030517585 25507.562500000004 6.5974626541137704 30.319293022155765 8.5000000000000018 4.5673756599426278 8.7083334922790545 1.15629118680954 0.09723310545086862 0.11364121362566949 22.552083015441898 21.046333312988285 3.1671000719070439 31658.205078125004 23.520417213439945 1.9583333134651186 13.500000000000002 21.506097793579105 4.3363022804260263 0.83333334326744091 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 -2 -4 -5 -7 -1 9 10 11 14 -13 18 15 -9 21 -16 -11 20 -20 -17 23 25 26 -21 27 28 -24 -29 right_child=1 -3 4 5 -6 6 -8 8 -10 13 -12 12 -14 -15 17 16 -18 -19 19 22 -22 -23 24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.015034240654730283 0.031189690360115041 0.02952894335555958 0.00093682695053086092 0.030038412804652023 0.021270108189716395 -0.028849707251720286 0.006074422224756874 -0.022830007138145841 0.0097959124929563775 0.013808065093319442 -0.028204952288523915 -0.0041882154426097114 0.029061229034958332 0.017330040633460948 -0.011597886847261474 0.03394892179347319 -0.019369459240522177 0.0032089798877237233 0.0023021810595316486 0.012899775507694337 -0.022072244954409712 -0.0043923503711260159 -0.015926077076499533 0.026408900736400589 -0.015306153630028276 -0.0089116174545949261 0.005696704331090317 0.01932341702559396 -0.0020000071887873896 -0.0031940526286086024 leaf_weight=26.917774744331837 8.5556398183107358 17.786382168531418 664.75678426027298 6.972896769642829 11.262894332408903 8.1554610803723318 173.47923820465803 26.917109698057175 26.377597466111183 15.662085831165312 31.013028975576162 10.53445538133383 14.927793160080908 13.45216743648052 35.964593291282654 5.1588530130684394 10.697874385863541 53.355709616094828 16.871571570634842 16.739728435873985 27.390556052327156 5.06251385435462 43.630710437893867 15.753017887473105 28.15722668170929 29.58660776913166 68.38022793084383 19.042516477406025 668.74799180775881 16.933151297271252 leaf_count=123 117 496 2860 39 55 48 1253 200 146 75 375 61 81 58 191 52 86 279 77 75 125 56 194 67 125 124 293 88 3693 73 internal_value=-0.00017546 0.00846719 -0.00115152 0.00656718 0.00127559 0.00545025 0.00450632 -0.00248845 -0.00220711 -0.0024768 -0.0072289 -0.00322856 0.015305 -0.0015382 -0.0066692 -0.0139816 -0.00259622 -0.00275297 -0.00180071 -0.00205771 -0.0127813 0.014959 -0.00153437 0.00593263 -0.00208302 -0.00103021 -0.00162714 -0.00229635 -0.00285293 0.00872482 internal_weight=2118.24 214.95 1903.29 197.163 676.02 188.608 181.635 1227.27 1200.36 1173.98 193.632 162.619 25.4622 980.348 137.157 47.8364 20.9192 89.3203 966.895 951.233 44.2621 10.2214 906.971 62.0794 844.892 46.3263 816.735 748.354 712.379 35.9757 internal_count=11585 1953 9632 1457 2915 1340 1301 6717 6594 6448 1381 1006 142 5067 864 394 194 470 5009 4934 202 108 4732 266 4466 199 4341 4048 3887 161 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=0 9 9 26 22 27 28 9 2 0 19 8 2 22 27 27 9 21 7 9 7 19 28 10 15 8 8 5 24 13 split_gain=20.4899 10.6124 7.98037 6.15554 4.95318 7.62148 7.91272 9.66906 8.07232 5.67082 4.98895 7.3965 7.3413 7.31955 7.19185 6.23123 6.82995 5.72296 7.22606 5.86504 6.3262 5.13776 7.88154 4.86681 6.71244 6.66929 6.38169 7.10343 5.60319 7.52836 threshold=88.500000000000014 38.677083969116218 13.274305343627931 1.3788040876388552 5692.9716796875009 9.8695416450500506 9.9854917526245135 30.644345283508304 3663.922973632813 81.500000000000014 11219.483398437502 2.543954730033875 10381.297363281252 985.41964721679699 1.2238000035285952 2.9524583816528325 32.906250000000007 7443.1755371093759 21.041666984558109 56.973455429077156 55.535715103149421 4231.5966796875009 0.38519963622093206 2.6684826612472539 -0.60208335518836964 1.0710658431053164 1.7546440958976748 49.166666030883796 0.051693677902221687 0.57738095521926891 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 -3 10 9 -7 8 -8 23 11 12 17 14 -12 16 -13 19 -19 20 -4 -21 -23 26 -25 -26 27 -6 29 -27 right_child=1 3 4 -5 5 6 7 -9 -10 -11 13 15 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 24 25 28 -28 -29 -30 -31 leaf_value=-0.0030900428821080007 -0.028395673679240063 -0.022217381169428507 -0.0034344644128031631 0.029952657481508629 -0.013917668400929064 0.030575676652556501 -0.025342915227015615 0.024058188128686566 0.0025712541276565705 -0.025220134445660489 0.03731742026552283 0.03089951786471707 -0.017492749574934789 0.0026325634444129319 0.0094021368973249298 -0.0066354358638223863 0.0068498174841222104 -0.012885055412214753 0.015042797496819801 0.014290566000547324 -0.024940060392364311 0.0084723393351318031 -0.023225692019892854 0.013094296253055904 0.01260676796251671 -0.026517438551025004 -0.027606041530302571 0.012392920171573438 -0.0020407835622043386 -0.0021404170189773882 leaf_weight=636.47251655161381 3.4531552344560614 2.1697166040539733 211.71768438816071 32.899482488632202 26.525031536817551 10.48060894012451 10.918621733784674 16.201609686017036 63.832091968506575 10.363907583057879 9.285871282219885 12.011756449937819 25.619742028415203 337.32527148351073 78.725556131452322 26.645375356078148 92.237017557024956 10.75305327773094 37.127641633152962 31.295591853559017 13.070701003074644 19.503327071666721 11.06502743065357 26.610415760427713 23.876769430935383 21.363009005784988 15.077465593814848 14.16825459897518 235.62382661178708 24.453500807285309 leaf_count=3928 23 35 913 785 126 47 45 82 312 88 48 51 122 1542 434 126 444 53 179 144 54 89 51 153 110 90 65 63 1142 104 internal_value=0.000106997 0.0217839 -0.000299876 0.0267249 0.000954374 -0.00144901 0.00589209 0.00304775 -0.00150609 -0.00331965 0.00226439 0.000204273 -0.0020154 0.00464278 0.0123474 0.00631167 0.00962087 -0.000830093 0.00877076 -0.00243376 -0.00468494 0.00574612 -0.0030016 -0.0027342 -0.00135643 -0.00261591 -0.0109342 -0.00475706 -0.00390737 -0.0135068 internal_weight=2090.87 38.5224 2052.35 35.0692 1415.88 499.495 101.433 90.9523 74.7507 398.062 916.384 491.047 360.153 425.337 88.0114 130.894 104.249 334.533 47.8807 286.652 224.788 61.8639 30.5684 387.698 331.928 305.317 55.7708 40.6933 281.44 45.8165 internal_count=11448 843 10605 820 6677 2427 486 439 357 1941 4250 2226 1605 2024 482 621 495 1483 232 1251 967 284 140 1853 1599 1446 254 189 1336 194 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=0 12 9 15 21 12 14 7 8 24 28 26 27 26 9 15 14 28 18 27 7 27 21 8 9 22 12 20 15 8 split_gain=19.6941 10.3375 7.51954 4.86235 8.59074 8.40353 7.01428 8.43228 7.3437 5.47075 6.87439 5.45542 5.28894 4.82597 4.77766 7.86629 6.71832 8.78482 16.5824 6.24061 6.0475 5.18488 7.1658 4.57466 6.72305 4.49835 8.18686 7.22096 7.91923 6.32188 threshold=88.500000000000014 54.532035827636726 13.274305343627931 0.95553359389305126 16593.600585937504 7.9686269760131845 5.4338304996490487 5.8666667938232431 0.56253641843795787 1.4268078804016116 7.3768191337585458 0.69212147593498241 25.790160179138187 0.027749378234148029 1.6711711287498476 -0.04396135360002517 1.4446866512298586 6.195796251296998 1955.1062622070315 11.841520786285402 2.8452380895614628 36.509666442871101 44842.718750000007 0.52463960647583019 3.3786764144897465 6339.6723632812509 0.85355338454246532 25089.772460937504 3.6754386425018315 8.585576534271242 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 6 8 -8 23 -5 -11 -10 -12 -4 -13 -16 -17 18 19 -18 -19 22 -22 24 -6 29 -27 28 -28 -15 right_child=1 -3 13 9 5 -7 7 -9 11 10 12 14 -14 25 15 16 17 20 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.036510594792946015 0.027861840998475843 -0.017651269110204124 0.017029678074333372 -0.0022744546597246742 -0.01922408554054765 -0.025025116178945241 0.032595632137732478 -0.0023414402828905874 0.016644218954611056 0.029425203020975392 -0.011905959712758207 0.0012643030825118869 0.0094194340952079725 0.0012645920970207026 -0.019910209471067128 -0.014516794402436516 -0.0198014459285029 0.012746131174400972 0.044613272565560226 0.01606286448380197 -0.025407919457713861 -0.027704638636363122 0.0026033019948744083 0.02079450579502469 0.012744312944563079 0.010850009477954866 -0.0034594271416831454 0.0039473675314325588 -0.018607787040634205 0.010838092612197047 leaf_weight=7.8380852043628684 32.531804446130991 5.2108739763498297 16.552991628646851 237.21258121728897 10.195138499140741 17.395023889839649 10.188035696744921 15.953401084989308 8.5811832919716817 10.868347361683844 14.862857967615126 43.696473948657513 35.388537302613258 854.54943997785449 50.450460456311703 54.088158406317234 10.035046331584459 11.132775560021399 9.6769893616437894 7.7303758338093749 11.883378334343432 13.386921621859072 26.658614978194237 14.151398278772829 14.12124828994274 43.054742582142353 293.69728587195277 105.89544066786766 34.73257352411747 66.942493833601475 leaf_count=44 809 34 78 1146 72 147 65 96 51 49 77 276 200 3925 466 415 69 91 48 55 78 102 211 88 82 204 1441 511 169 349 internal_value=0.00010416 0.0215782 -0.000291021 -0.00300202 -0.00547044 -0.00473167 -0.00359999 0.0112745 -0.00496058 -0.000212322 0.00779105 -0.00685717 0.00311202 0.00092616 -0.0077019 -0.00971065 -0.00615187 -0.00115272 0.0130158 -0.00419559 -0.00731841 -0.0116199 -0.0060332 0.00723319 -0.000659087 0.000735605 -0.00162799 -0.00286493 -0.00506142 0.00196007 internal_weight=2088.66 37.7427 2050.92 635.495 337.163 329.325 311.93 26.1414 285.788 298.332 61.1197 247.32 50.2514 1415.42 238.739 195.043 144.592 90.5041 27.4424 17.7654 63.0617 51.9289 38.542 38.4678 24.3164 1398.87 477.38 434.325 328.43 921.492 internal_count=11448 843 10605 3928 2456 2412 2265 161 2104 1472 326 1862 277 6677 1811 1535 1069 654 172 124 482 391 289 242 154 6599 2325 2121 1610 4274 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=5 9 21 24 5 23 16 16 13 8 9 14 26 18 20 15 15 2 14 12 20 13 9 23 24 26 19 13 28 23 split_gain=15.6574 8.43457 6.97183 7.0284 10.5993 6.85557 5.6656 6.06079 5.41786 4.46386 4.94999 4.43804 5.25596 7.04679 5.68235 4.48594 8.10122 7.31669 5.27763 8.15319 7.02214 5.60598 5.14305 8.6864 4.52958 4.8872 11.1568 6.47995 4.42666 4.41233 threshold=93.166667938232436 40.806249618530281 4050.0041503906255 32.873748779296882 26.416666984558109 8.1013331413269061 1.0339469313621523 1.0698153376579287 -0.087121214717626558 0.56253641843795787 21.506097793579105 8.0441484451293963 4.8126461505889901 3477.3081054687505 35033.927734375007 1.0000000180025095e-35 0.027402402833104137 12344.549316406252 5.65785837173462 5.7298717498779306 22459.650390625004 3.2613636255264287 1.5055555701255801 27.928500175476078 0.3315709680318833 5.1107306480407724 43239.683593750007 -0.34848485887050623 36.163852691650398 1.0999999642372134 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 6 -3 -8 -5 -4 11 15 13 -13 -14 22 -17 -18 19 20 -19 -20 -11 24 -24 -26 -27 -28 -10 -9 right_child=-2 5 3 4 -6 -7 7 29 28 10 -12 12 14 -15 -16 16 17 18 21 -21 -22 -23 23 -25 25 26 27 -29 -30 -31 leaf_value=-0.01405925938423073 0.029317074243514447 0.018142577383314932 0.0061814455984161411 -0.020384948850123569 -0.048980365709903058 0.020129449597709011 -0.020234831386842771 -0.00492926569750206 -0.0079084323938837259 0.0040340268821484017 0.0013843174185374902 0.0042528661952797994 0.013682464868238093 -0.022498574911355707 -0.0054107577904061992 0.024758570532576119 -0.011073176871067692 -0.00019460493602759706 -0.025603375291313839 0.025500662609232068 -0.020348534851892888 -0.00083775238613615103 0.010393638507698389 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4.43138 5.72343 4.37782 6.77455 6.9088 5.75841 5.65899 7.36884 threshold=88.500000000000014 54.532035827636726 13.274305343627931 2.288690567016602 3.9583333730697636 48.959205627441413 35.356918334960945 4.9843621253967294 7.1528506278991708 1.5465368032455447 4429.0444335937509 0.063164893537759795 1.5227272510528567 3.7626552581787114 3012.4194335937505 1.0000000180025095e-35 22986.495117187504 5.4851727485656747 1.0466373562812807 58123.742187500007 1.1538361310958865 71561.738281250015 99409.074218750015 1.4688674211502077 5692.9716796875009 0.85355338454246532 -8.4999999999999982 11785.624023437502 5.4584999084472665 15.348484516143801 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 8 -8 9 10 11 12 -1 -14 22 -16 18 -18 20 -20 -12 -10 23 -13 -4 27 -27 -26 29 -28 right_child=1 -3 24 4 -6 -7 7 -9 21 -11 16 14 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=0.00085312828603122473 0.027640506428040616 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8.470489449799059 17.293757848441604 11.722439512610434 13.370209105312822 8.6730526909232122 203.36644418910146 28.31791727244854 11.492622040212153 12.393468655645846 15.433488041162489 33.501970611512661 56.05918712168932 370.3293405175209 leaf_count=307 809 34 4250 101 255 83 64 69 60 120 96 61 700 58 87 124 85 42 106 68 78 59 1169 136 55 67 69 159 376 1701 internal_value=9.76411e-05 0.0211981 -0.000276847 -0.00286947 0.00382232 -0.00382417 -0.00343516 0.0109252 -0.00399585 -0.00343743 -0.00274567 -0.00410161 -0.00959526 -0.0158398 -0.00163635 -0.0138846 0.00412688 -0.00954842 0.00857175 0.0183964 -0.000531333 -0.0192355 0.000273414 0.00959386 0.000883847 -0.001376 -0.00247594 0.00972778 -0.00309562 -0.00180133 internal_weight=2083.97 36.3411 2047.63 633.22 79.0607 554.159 546.382 20.5315 525.85 507.263 485.129 405.187 125.506 78.5563 279.681 37.726 79.9422 19.6098 60.3324 29.0162 31.3162 18.5873 241.955 38.5881 1414.41 499.21 454.215 44.9946 441.822 385.763 internal_count=11448 843 10605 3928 356 3572 3489 133 3356 3237 3117 2642 1065 758 1577 211 475 127 348 174 174 119 1366 197 6677 2427 2213 214 2146 1770 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=0 9 9 26 26 21 14 28 24 21 15 27 8 11 13 7 22 26 15 14 21 12 21 13 7 22 11 1 15 15 split_gain=17.5791 9.7172 6.45907 6.22038 4.56544 4.29338 7.62332 11.7603 5.96872 5.95896 5.37188 9.93564 8.51727 7.79011 7.62174 5.99086 5.04252 12.1507 7.08436 6.26813 13.0213 5.89319 5.33428 4.89689 7.07618 6.1582 4.76333 4.51301 4.41761 4.36468 threshold=88.500000000000014 38.677083969116218 13.274305343627931 1.3788040876388552 0.027749378234148029 44295.632812500007 1.6151115298271181 6.8673686981201181 0.64180117845535289 95062.843750000015 0.1123737394809723 72.674236297607436 1.6715071201324465 1.1666666865348818 0.21111111342906955 6.5227272510528573 20124.336914062504 21.239660263061527 0.15849281847476962 4.2067444324493417 56693.865234375007 1.4708693623542788 83835.019531250015 2.4494949579238896 3.2613636255264287 3126.0700683593755 0.83333334326744091 -1.0000000180025095e-35 1.9857142567634585 0.47958332300186163 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -3 -4 6 -1 8 26 16 11 -11 13 14 -12 23 17 18 -7 20 -18 -20 -21 24 -14 -26 -8 -22 -23 -16 right_child=1 3 4 -5 -6 9 7 -9 -10 10 12 -13 15 -15 29 -17 19 -19 21 22 27 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.021096145956818146 -0.02645105947859221 -0.023553366097085179 0.016566284662512715 0.029671546754141163 0.00067241435469453262 0.017828991144205074 -0.018909983611040439 -0.019198348363335529 0.019043491064101692 -0.0169832140520901 0.025100111631681941 0.0012779681754798169 -0.00084936755191130243 0.034165233911223856 -0.015152048816872456 -0.018111296142455723 0.023347118288943584 0.036906500002996494 -0.021813750013448815 -0.00032141041115847267 -0.0083766234952145757 0.018185245862607544 0.024284341535270548 0.013709685511902648 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-0.00928524 -0.00132875 0.00898407 0.00400724 -0.00430233 0.00323411 0.00876615 0.00368104 -0.00196855 -0.0129808 -0.00328166 0.00433568 -0.00228993 -0.00391653 -0.0174243 -0.00207982 -0.0238853 0.00331621 -0.00295468 internal_weight=2081.77 35.6171 2046.16 32.1135 1414.28 631.873 114.256 84.4429 56.0936 517.617 359.936 109.968 249.968 55.9446 46.7123 194.024 157.681 76.4212 64.725 81.2595 29.5834 43.3775 51.6761 169.345 153.717 28.4451 38.5965 22.7534 31.9887 35.1205 internal_count=11448 843 10605 820 6677 3928 637 454 271 3291 2411 1029 1382 357 306 1025 880 390 321 490 205 209 285 882 809 175 181 161 147 225 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 12 24 16 22 13 10 19 24 2 27 14 12 6 15 19 10 24 27 14 10 2 18 28 18 13 19 0 14 24 split_gain=14.8821 11.5216 6.69969 4.39569 6.57975 6.72584 5.67399 11.744 9.01624 9.49454 6.28584 6.02793 5.42195 5.31927 4.8813 8.12372 7.36388 6.45385 5.81547 4.20565 5.57964 4.73143 10.0987 11.1959 6.21825 5.10767 6.72713 10.4158 6.37982 7.10565 threshold=88.500000000000014 62.394933700561531 28.897273063659672 16.745480537414554 20124.336914062504 -0.76388889551162709 8.2568612098693865 78071.382812500015 0.25840982794761663 8185.6689453125009 10.644418716430666 10.278507709503176 2.5811814069747929 4.300769805908204 3.9782608747482304 10626.693847656252 0.99988916516304027 2.2394180297851567 3.1671000719070439 15.554205894470217 12.401145458221437 3365.477905273438 123.80062484741212 2.1024119853973393 93.98746490478517 -0.10555555671453475 43844.300781250007 61.500000000000007 1.0313264131546023 0.033713703975081451 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 19 12 13 8 9 -8 -10 -11 -6 -7 17 -16 -17 -5 -18 21 -21 22 24 -24 -1 26 -23 -28 -27 -30 right_child=1 -3 -4 14 5 6 7 -9 10 11 -12 -13 -14 -15 15 16 18 -19 -20 20 -22 25 23 -25 -26 28 27 -29 29 -31 leaf_value=0.003078095116485346 0.025111309739380222 -0.035019217049297426 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35.845965448766947 11.287865310907366 13.229565367102621 124.99897009134293 44.491148307919502 31.253362208604813 20.850080989301205 68.914602413773537 113.54946748539805 7.3760644644498816 36.227774530649185 1086.9305566549301 leaf_count=260 825 19 609 217 62 420 139 65 58 72 97 67 69 69 106 58 73 91 180 54 66 592 193 132 87 369 808 73 150 5375 internal_value=0.000176485 0.0196499 -0.000154144 0.000164439 -0.000232881 -0.00518908 -0.00702175 -0.00252125 -0.00592705 0.000653769 -0.0186429 0.0120237 0.0103139 -0.0129771 0.00519968 0.000362953 0.00609989 0.01148 0.00135117 0.000419016 -0.0119117 0.000608524 0.00554881 0.0134357 -0.00177855 6.82074e-05 -0.00386824 0.00117639 0.000880295 0.000336658 internal_weight=2080.28 34.7304 2045.55 1977.47 1832.84 213.053 190.53 108.52 96.9715 63.9008 33.0707 32.4909 22.5234 82.0098 144.625 81.7028 59.7335 62.9226 49.6436 1619.79 24.5174 1595.27 157.273 75.7445 81.5286 1438 245.925 120.926 1192.07 1123.16 internal_count=11455 844 10611 10002 9277 1118 987 498 433 278 155 139 131 489 725 417 311 308 253 8159 120 8039 672 325 347 7367 1473 881 5894 5525 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=5 7 28 27 14 16 16 18 8 2 16 13 20 24 15 16 28 10 25 9 2 8 8 24 7 9 10 17 8 16 split_gain=14.4441 5.84985 6.65993 8.64799 7.74173 6.14192 10.239 11.0014 5.95832 5.92105 5.82903 7.15053 6.63127 5.6129 5.46531 6.79376 5.43742 5.28953 10.1689 5.58916 5.25772 4.78228 4.72577 4.54905 6.57957 5.34214 5.28274 4.4954 4.23083 4.15122 threshold=92.833332061767592 32.348484039306648 6.8673686981201181 11.241194725036623 17.633086204528812 1.5498082637786867 1.9266272187232973 733.52691650390636 0.56253641843795787 6273.8732910156259 4.9843621253967294 0.095454547554254546 23258.301757812504 0.041246416047215469 -0.02105496451258659 1.3128402233123782 4.6673231124877939 3.9620971679687504 1.3573809266090395 56.973455429077156 6634.1821289062509 3.6551126241683964 1.0045250058174136 0.6307852864265443 3.2613636255264287 3.6233108043670659 1.1561383008956911 2726.121459960938 0.52463960647583019 1.0339469313621523 decision_type=2 2 2 2 2 2 2 2 2 2 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 20 9 7 -7 28 -1 11 21 23 16 -11 -16 17 19 -19 27 -4 -10 -17 -13 26 -26 -25 -3 -5 -15 right_child=-2 13 3 8 -6 6 -8 -9 10 14 -12 12 -14 29 15 22 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.01720682714468745 0.029087544984977974 0.012412210124545599 -0.0015524778850332125 0.0027431282003690296 0.0088636854167860706 0.0031273915395896791 0.00039229937111905392 0.037246061580906487 -0.018212918850232206 -0.021921440289780471 0.00094963621352788733 0.01440321788146012 -0.019721650146104261 0.017238990062196424 -0.00033361057199094281 -0.029745054256648543 0.010596333319877372 0.0016961099429730071 -0.028831203218379186 0.017944739248113184 -0.024979002277785562 0.012471644661689492 -0.0024758514766021365 -0.0015939536358726125 -0.032799310660682979 -0.0057108899458562373 0.022336721620074291 -0.0070796278411417888 0.029356869254126901 0.0028193274281117062 leaf_weight=9.2108431011438352 15.431850263848899 12.480955943465231 11.051126062870024 15.94011812657118 10.174867816269396 21.007013443857431 718.12582458555698 14.292590931057928 55.826197672635317 20.323694460093975 132.28836177289486 16.792036041617393 17.79105681926012 18.508659493178129 73.891427248716354 14.209401249885561 22.488018706440926 18.415357291698456 21.041986897587776 11.642777323722838 39.231879703700542 4.9789799377322188 9.5730835646390897 26.01901564002037 8.3114122301340085 30.957001030445099 12.192611455917357 72.546663582324982 8.1117127016186696 615.51830121316016 leaf_count=47 510 51 50 104 45 124 3441 69 612 138 724 90 112 88 392 83 96 77 89 50 237 49 49 169 60 210 85 308 54 3242 internal_value=0.000171502 -4.48046e-05 -0.00130674 -0.00457227 -0.0150012 0.000138211 0.00116768 0.0169418 -0.00265703 -0.00595909 -0.00379011 -0.00741722 -0.00292282 0.00197758 -0.00776742 -0.00482229 -0.00306969 -0.00532729 -0.0145836 -0.00154919 -0.0198304 -0.0157003 -0.0187685 0.00024746 -0.00282048 -0.0114443 0.00604187 -0.00421848 0.0117189 0.00324027 internal_weight=2078.37 2062.94 1270.3 389.666 60.4579 880.634 753.425 35.2996 329.209 127.208 305.157 172.868 112.063 792.643 117.998 97.6739 158.616 136.128 39.4573 96.6704 50.283 60.8052 23.7825 94.2721 77.48 39.2684 38.2116 85.0276 24.0518 634.027 internal_count=11455 10945 6944 2601 332 4343 3634 193 2269 709 2111 1387 726 4001 662 524 671 575 166 409 287 661 132 614 524 270 254 359 158 3330 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=5 7 28 10 16 16 18 11 2 28 9 18 6 15 16 12 25 22 6 6 14 21 5 12 16 6 0 28 28 13 split_gain=13.9787 5.51129 6.30124 7.0711 5.95025 10.5596 8.25969 5.7914 5.59715 5.2639 6.88639 5.33401 5.53912 5.23906 6.62617 4.99031 7.05853 6.46625 5.12389 4.96729 5.95655 6.39694 5.47495 9.35521 7.41471 8.38377 7.18144 8.06407 6.76585 6.45547 threshold=92.833332061767592 32.348484039306648 7.3768191337585458 0.69906887412071239 1.5498082637786867 1.9266272187232973 733.52691650390636 -1.0000000180025095e-35 6273.8732910156259 16.014732360839847 17.711309432983402 46755.890625000007 0.64222851395607006 -0.02105496451258659 1.3128402233123782 1.0000000180025095e-35 10.681666374206545 27644.553710937504 0.64222851395607006 2.9433757066726689 1.0313264131546023 3762.050903320313 34.416666030883796 18.488730430603031 6.7088479995727548 5.2438273429870614 52.500000000000007 6.195796251296998 27.386188507080082 -0.27922078967094416 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 8 6 -6 -5 -1 15 11 12 -11 -10 -15 -9 -17 18 -18 20 21 -3 29 24 25 -24 -25 -28 -29 -21 right_child=-2 19 3 7 5 -7 -8 9 13 10 -12 -13 -14 14 -16 16 17 -19 -20 22 -22 -23 23 26 -26 -27 27 28 -30 -31 leaf_value=0.016560283156073483 0.029004719825174042 -0.0042739132207277467 0.0090978929019308544 -0.012150102449803794 0.0050347475363948287 0.00032467043106891564 0.034170267421307847 0.0067342635137178555 -0.021576596762727086 -0.012687639216781114 0.012325727544307096 -0.025887269214093192 0.0020522332444824869 -0.00039559237950145934 -0.018564558074489111 -0.023943304363687596 0.0056101252430301451 0.018192538159944743 -0.018012708225170926 0.0043804778112164202 0.00012326877962066214 0.020889478598987776 0.012136003830816955 -0.028611861558176906 0.019889469447628434 -0.020243243464849115 -0.012934135280823007 0.036620574885509932 -0.0062980441134706236 0.036471212230839115 leaf_weight=9.2822238951921445 15.017892440780995 13.994174569845198 31.498522192239761 93.049852032214403 21.481241248548031 726.21286820992827 14.783999264240263 14.785774596035479 20.129380125552416 30.528067730367184 31.862930923700333 8.7223499566316587 92.379397306591272 74.82169284671545 23.815352641046047 29.006746605038643 12.154332898557184 8.7225563079118711 25.81644631922245 11.120836369693281 618.40934899449348 25.957751400768757 19.526448413729671 10.25418148934841 38.840788707137108 11.397926758974789 17.770825505256656 7.5644502155482751 5.8718700930476189 11.450840301811693 leaf_count=47 510 58 211 826 128 3487 71 91 139 195 138 53 592 398 134 138 84 41 171 49 2980 120 113 45 270 65 115 77 57 52 internal_value=0.00016618 -4.39362e-05 -0.00126955 -0.00451197 0.000108675 0.00111361 0.0169122 -0.00574729 -0.00587533 -0.00340149 -0.000188443 -0.00321768 -0.00160889 -0.00762879 -0.00478239 -0.00920694 -0.0123206 -0.00510033 -0.0104511 0.00191951 0.000848568 0.0120754 0.00718916 0.00445538 0.0111627 0.000201849 -0.00683066 0.000326302 0.0178645 0.0206604 internal_weight=2076.23 2061.21 1269.05 378.527 890.527 762.478 36.2652 347.028 128.049 253.979 163.493 131.63 122.907 118.766 98.637 90.4859 75.7001 46.6933 37.9708 792.159 658.361 39.9519 133.798 111.226 69.7652 30.9244 41.4613 31.2071 13.4363 22.5717 internal_count=11455 10945 6944 2540 4404 3686 199 2329 718 1503 978 840 787 671 532 525 434 296 255 4001 3158 178 843 742 448 178 294 249 134 101 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=5 24 11 17 14 6 1 1 9 21 18 18 6 9 8 21 14 12 21 13 20 5 22 20 6 12 22 22 11 25 split_gain=13.5276 5.26275 4.25761 4.41632 6.3623 4.19995 4.49561 8.42572 4.05473 6.58198 6.42116 7.73 7.28415 6.49537 5.31891 6.06765 5.0827 5.45494 6.26473 5.42426 5.38595 5.07826 4.91361 6.70453 4.53319 5.99865 4.9984 10.649 8.86089 6.97291 threshold=92.833332061767592 28.897273063659672 -0.41666667163372034 62691.318359375007 5.963271141052247 32.575517654418952 -32.499999999999993 -22.499999999999996 21.506097793579105 12020.086914062502 12540.002929687502 42136.955078125007 3.1348003149032597 22.010416984558109 0.56253641843795787 51892.304687500007 1.5469896793365481 1.2844570279121401 15097.150878906252 0.13392857462167743 38551.687500000007 27.583333015441898 803.26660156250011 1252.0124511718752 15.916417121887209 13.444326400756838 28872.076171875004 22710.232421875004 0.58333334326744091 12.393791675567629 decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -1 -8 9 22 12 -12 13 -10 15 -11 17 18 -16 -20 24 -14 -9 -24 25 26 27 -18 29 -28 right_child=-2 2 3 4 -6 -7 7 8 10 14 11 -13 21 -15 16 -17 20 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.019732072454364872 0.028921374810917107 -0.021903975849576884 -0.018491891103957176 -0.008235690771864335 0.015767920818849153 0.017929860119846996 0.02384359720787485 -0.02922379668549294 0.018469325600518359 -0.0051248576767570983 -0.014039699586277456 0.013077814297190807 -0.0036908924839229662 0.00059438132086402432 0.021687514344931123 0.014871258876836995 0.0006528417207967885 -0.018323219966859122 -0.015032945064985235 -0.00066521029403266254 -0.017180758733984714 0.012185310886092362 0.01299715657870288 -0.015516973171144208 0.01909663822828676 -0.018162075749765087 -0.019151874824823559 -0.016261571739295586 0.025287264994099647 0.016668718764825445 leaf_weight=10.193441167473791 14.615416061133145 15.529788449406622 14.489405825734137 26.74478130415082 15.814684916287659 12.015724822878836 13.520369254052637 11.712669000029562 18.680402353405952 21.13226293772459 45.740863189101219 11.927709173411129 22.648059524595737 889.17400464229286 8.1405579894781095 38.61197067797184 505.69502145424485 28.644673142582178 36.157283660024405 68.358512952923775 16.622750833630562 90.951619662344456 10.70703876018524 24.185257531702518 11.131048753857611 16.323043435811996 11.095022216439249 35.875978350639343 19.041009590029716 8.7466309964656812 leaf_count=44 510 206 84 254 127 87 60 67 83 108 240 63 111 4219 38 228 2687 201 304 424 87 526 52 112 48 80 59 200 93 53 internal_value=0.000161312 -4.27756e-05 -0.00797752 -0.00418647 0.000683819 0.00024705 0.00013947 0.000242563 7.90342e-05 -0.00144212 0.00130848 -0.00843093 0.00185834 0.000962184 -0.000822912 0.00779839 -0.00149548 -0.00663362 -0.00366135 -0.00563573 -0.000332966 0.00902012 -0.0124109 -0.00676714 0.000127723 -0.000226084 0.000278297 -0.000467641 0.010668 -0.00336138 internal_weight=2074.23 2059.61 72.5787 57.0489 42.5595 1987.03 1975.02 1964.82 1951.3 872.181 1079.12 57.6686 1021.45 907.854 825.576 59.7442 765.832 141.301 112.656 104.516 624.531 113.6 46.605 34.8923 607.908 596.777 580.454 541.571 38.8827 19.8417 internal_count=11455 10945 671 465 381 10274 10187 10143 10083 4841 5242 303 4939 4302 4610 336 4274 967 766 728 3307 637 231 164 3220 3172 3092 2887 205 112 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=7 28 7 28 27 22 24 15 20 22 16 16 28 25 16 16 18 18 27 8 16 20 21 16 18 15 16 13 16 18 split_gain=12.9767 6.86234 4.7169 5.79002 7.90939 5.66414 6.17172 5.58389 6.75497 7.74271 6.68355 6.60158 5.30406 6.92444 5.29055 8.93778 9.4679 5.37747 7.09027 6.28997 5.99924 5.21267 6.73367 6.2605 5.16688 4.67897 4.67077 4.20969 3.92404 7.21787 threshold=88.041667938232436 2.2470746040344243 32.348484039306648 6.8673686981201181 7.3332500457763681 99.983306884765639 0.037213532254099853 6.5227272510528573 36004.306640625007 28872.076171875004 5.472008705139161 1.1348375082015993 4.6673231124877939 1.5217499732971194 1.5498082637786867 1.9266272187232973 733.52691650390636 896.90469360351574 17.70813083648682 0.99531692266464245 1.375281870365143 194.736198425293 4618.3618164062509 1.7026195526123049 225.08659362792972 0.24357284605503085 1.0899539589881899 0.4083333313465119 4.4308538436889657 1217.841979980469 decision_type=2 2 2 2 2 2 2 2 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 14 -5 -4 12 8 9 11 27 26 13 21 17 16 -16 19 -19 20 -1 23 -23 -7 -21 -12 -6 -11 29 -24 right_child=1 -3 5 4 7 6 -8 -9 -10 10 25 -13 -14 -15 15 -17 -18 18 -20 24 -22 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0013376213038578391 -0.02839209844254019 0.031041967241283899 0.012814863772990709 -0.022766132485297141 0.00088721533228674283 0.00071081541445182275 0.0023806531805707705 0.01103416849969008 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8.0402874834835512 10.182117782533167 16.258020594716072 15.602574214339255 leaf_count=274 33 577 274 110 285 51 3107 101 229 73 72 1527 88 56 124 3441 69 220 55 54 56 44 75 66 50 88 56 60 76 64 internal_value=0.000156435 0.0249078 -7.12841e-05 -0.0012043 -0.00426374 0.00175359 0.0011676 -0.00326895 -0.00422629 -0.00270426 0.00776787 -0.00489225 -0.00496299 -0.00776043 0.000140319 0.00109166 0.0157385 -0.00554739 -0.0130568 -0.000436256 -0.0054387 -0.0047601 0.000214744 -0.0153117 0.0146465 0.0162235 0.00499667 -0.00576652 -0.00432079 0.00146202 internal_weight=2072.09 18.89 2053.2 1266.72 386.748 786.477 746.908 367.015 343.991 304.127 52.5609 251.566 123.377 102.621 879.974 753.879 35.7196 126.096 51.0671 75.0287 56.342 89.373 60.7369 28.6362 18.6867 32.3501 48.9375 20.2108 50.3554 34.0973 internal_count=11455 610 10845 6944 2601 3901 3627 2491 2390 2161 293 1868 520 432 4343 3634 193 709 275 434 330 376 259 117 104 160 341 133 215 139 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=0 12 17 21 16 17 28 16 7 26 20 28 6 21 8 1 14 11 9 27 21 12 2 1 17 27 2 16 26 16 split_gain=13.3047 8.54836 8.50015 7.02316 6.45633 8.56904 6.78956 7.45127 5.63913 6.2806 5.45722 7.38293 6.74118 5.95145 5.19283 5.0114 4.89852 4.77613 5.48089 5.22877 4.56148 4.47777 12.5444 4.35845 7.45742 4.66808 8.58275 7.60368 6.61054 6.50274 threshold=88.500000000000014 62.394933700561531 97832.804687500015 45557.193359375007 16.455416679382328 61228.513671875007 9.0695986747741717 9.2355723381042498 59.041666030883796 0.58245575428009044 32353.446289062504 34.602722167968757 11.888295173645021 95062.843750000015 13.289320945739748 5.5000000000000009 12.730377197265627 -1.0000000180025095e-35 1.5055555701255801 36.509666442871101 25244.737304687504 17.967514991760257 5699.8171386718759 48.500000000000007 9581.8500976562518 1.4100526571273806 3245.5959472656255 8.3765716552734393 0.11851179227232934 1.1661555171012881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 23 -8 21 -10 13 12 -12 -5 20 16 17 18 -4 -20 -9 -6 -23 25 -25 27 -27 -1 29 -28 right_child=1 -3 15 10 8 -7 7 14 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31 leaf_value=-0.003127910448522619 0.024258980917993046 -0.024691691636285124 0.0013497455570629778 0.0063957281076941581 0.015660457866603823 -0.026408928474159661 -0.016419115224126913 0.023487549862881815 0.006885171386428939 -0.025845588436361311 -0.024797191185868289 0.01187028513755929 0.001447501782905903 -0.011150177668338708 -0.010513393719646429 -0.019166152837420795 0.01268928887642716 -0.0020489614439424845 -0.0096587508717174905 -0.029587732309319284 -0.003224231057994755 -0.014591969936470795 0.015221997134701496 -0.0039453804013395034 0.031354647285893017 0.011107538796806513 -0.0056995038390301239 -0.025192346541999238 -0.0020297977962877968 0.0092886341402323418 leaf_weight=172.50310787558556 28.672396464273334 3.6156431809067717 35.238685749471188 310.13388524949551 46.687986195087433 12.221788037568329 52.136898815631866 11.550528533756735 11.504777327179911 9.7460566908121091 19.144826240837574 15.918947890400885 16.314561173319817 18.432643301784992 20.751053653657436 19.119555070996284 16.244330402463675 312.69560457766056 85.350678648799658 13.758782893419264 11.464337587356566 21.670965649187565 30.687343515455723 11.25953981280327 10.325595289468763 61.425906755030155 35.278012707829475 15.303647980093954 559.287717923522 99.618777498602867 leaf_count=719 830 21 210 1502 222 76 304 54 63 60 105 93 71 97 92 121 119 1896 767 162 52 99 155 53 60 276 163 66 2609 433 internal_value=-0.000330706 0.0187774 -0.000630818 0.000437347 -0.000693581 -0.00143237 -0.00114463 -0.00875757 0.00589686 -0.00812581 0.00398964 -0.00510254 -0.0127222 0.0054114 0.000369373 -0.00411463 -0.00349347 -0.0040815 -0.00881225 -0.0124254 0.0101817 0.00890549 0.00288208 -0.000388053 0.012941 -0.000693017 0.000359054 -0.00492586 -0.000592041 0.00536896 internal_weight=2088.06 32.288 2055.78 1573.37 1193.42 1073.13 1060.91 95.9028 120.297 21.2508 379.945 51.3783 35.4594 328.567 43.7659 482.408 463.288 447.044 134.348 99.1095 23.0149 99.0463 52.3583 965.002 21.5851 943.417 755.61 187.807 694.185 134.897 internal_count=11550 851 10699 7424 5556 4957 4881 502 599 123 1868 269 176 1599 198 3275 3154 3035 1139 929 106 476 254 4379 113 4266 3481 785 3205 596 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=0 12 19 21 24 9 25 11 22 19 14 13 16 11 1 0 28 3 18 24 25 1 8 22 13 16 18 16 22 9 split_gain=12.747 8.19153 8.18756 7.52031 6.38317 8.69988 5.71388 4.59218 4.52371 8.5314 6.498 10.0835 8.2867 6.18656 7.22287 6.0598 5.83594 7.43068 6.66633 7.53414 6.04772 5.22599 5.8095 5.06341 4.94503 4.82218 4.51027 6.96463 5.87377 5.55452 threshold=88.500000000000014 62.394933700561531 92231.761718750015 83835.019531250015 0.29263226687908178 3.0104166269302373 4.3408751487731942 1.1666666865348818 13143.146484375002 45598.150390625007 3.4089891910552983 3.8452380895614628 10.930608272552492 -1.8333333134651182 -1.4999999999999998 42.500000000000007 17.613570213317875 2.9229999780654912 182.81624603271487 0.094880528748035445 14.735916614532472 1.0000000180025095e-35 1.6818810701370241 16242.999023437502 2.5916665792465214 1.7435150146484377 1271.779235839844 1.5731375217437746 6833.3522949218759 15.342342376708986 decision_type=2 2 2 2 2 2 2 2 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 8 6 7 -4 -6 9 10 13 24 15 -1 25 -13 17 -10 -18 -20 -19 22 -14 -22 -12 -15 28 -28 -16 -29 right_child=1 -3 4 -5 5 -7 -8 -9 16 -11 11 12 21 14 26 -17 18 20 19 -21 23 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.020790000132661978 0.024061723900970659 -0.023668569108657327 7.2360502994935689e-06 0.012175340577493834 -0.0019637406590369204 -0.0094507188622513331 0.024044216943408456 0.018228386827124209 -0.001060531599264354 0.0078985374955224709 0.0053685638654377022 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30.554449208080769 leaf_count=69 830 21 159 254 1303 1653 71 64 716 637 669 99 82 62 2305 53 83 428 58 619 52 311 54 161 196 124 151 58 73 135 internal_value=-0.00032115 0.0185551 -0.000612559 0.000439725 -0.00402201 -0.0050998 0.00698168 -0.00102085 7.22629e-05 0.00106327 5.41598e-05 0.00360235 -0.00285692 -0.00164505 -0.00120164 -0.0153966 -0.00262729 -0.00520537 0.00235816 0.00470335 -0.0111954 0.00177091 -0.00876461 -0.000662655 0.00807537 0.0111849 -0.00202033 -0.00912735 -0.00107045 -0.00128767 internal_weight=2085.61 31.7078 2053.9 1569.49 484.404 441.191 43.2136 227.712 1521.84 1113.19 969.99 314.102 128.517 655.888 641.041 34.644 408.652 269.36 139.292 123.52 110.159 93.8726 29.1953 33.9444 185.585 39.7429 601.298 70.8909 530.407 41.8211 internal_count=11550 851 10699 7449 3250 3020 230 1367 7195 5078 4441 1464 599 2977 2908 152 2117 1357 760 677 641 447 136 213 865 186 2722 344 2378 193 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=0 12 19 21 24 9 10 3 11 22 19 10 21 22 25 14 19 17 22 27 25 2 2 17 3 6 2 12 17 26 split_gain=12.211 7.85287 7.72154 7.05037 6.01554 8.24816 6.34023 5.51034 4.28217 4.25902 8.02161 6.30168 6.00937 5.6907 6.89245 4.85572 6.95912 8.22072 8.16184 5.4874 7.16522 5.95802 7.81242 5.91168 11.6337 9.62859 8.28159 4.9189 4.63831 4.58438 threshold=88.500000000000014 62.394933700561531 92231.761718750015 83835.019531250015 0.29263226687908178 3.0104166269302373 4.7404954433441171 3.653500080108643 1.1666666865348818 13143.146484375002 45598.150390625007 13.534621238708498 5048.1645507812509 14026.969238281252 1.2914166450500491 8.4870662689209002 68035.769531250015 97832.804687500015 20124.336914062504 10.644418716430666 11.125606060028078 7777.1052246093759 17830.626953125004 28442.367187500004 1.8174999952316286 4.1023919582366952 11886.262695312502 2.4130063056945805 5484.3173828125009 0.093145441263914122 decision_type=2 2 2 2 2 2 2 2 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 9 6 8 7 -4 -6 10 11 -1 -13 -11 -15 16 27 18 -18 23 -21 -22 -23 26 -25 -26 28 29 -17 -16 right_child=1 -3 4 -5 5 -7 -8 -9 -10 13 -12 12 -14 14 15 19 17 -19 -20 20 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00057142153265870297 0.023862863159246989 -0.022703181969543625 -0.013186629683148295 0.011769795903866344 -0.0019067461597831407 -0.0092094613561640778 0.021551162868217229 0.014509638777493658 0.017496182370150146 -0.017302579965093188 0.0076572021284090864 0.027464124090949876 0.0044713964136632025 0.02181545084247366 -0.022072068322904023 -0.012304491347463314 0.027542275401028115 -0.019502499454016102 -0.0013785813090105498 0.026207808373868165 -0.011354880019673955 0.026025942554523382 0.0011203208993875689 0.022166441668107776 0.013241824880001089 -0.02441487876964504 -0.023477763734626522 -0.016962554192344985 0.014646360051644524 -0.0026604246161724275 leaf_weight=909.13089895248413 27.444113830104474 3.6986202150583258 16.233852185308937 47.81211955845356 216.86397184059024 212.51349509134889 16.278289377689362 10.743935763835905 10.744152441620825 22.251666203141212 143.28248815238476 13.041384920477865 47.462179079651833 10.900910705327986 12.555917561054228 11.19862335920334 15.540979869663714 10.05885338783264 20.194137636572123 13.746503271162508 20.124929755926132 15.269863985478876 43.991826042532921 18.187949545681477 10.226434905081989 15.185943182557819 24.742532357573509 46.809069853276014 11.806294888257979 85.588931672275066 leaf_count=4136 830 21 79 254 1303 1653 92 59 64 109 637 69 236 47 58 50 74 66 123 63 90 75 221 83 61 80 111 287 54 465 internal_value=-0.000311883 0.0183325 -0.000594778 0.000426513 -0.00391003 -0.00495921 0.00676522 -0.00215656 -0.000990839 7.00109e-05 0.00103156 5.24893e-05 0.00942742 -0.00255039 -0.00170026 -0.00238342 -0.0057396 0.00445521 0.0111989 0.00108678 0.00621097 0.00274834 0.00753771 -0.00413757 0.00384896 -0.00926109 -0.0114304 -0.00896036 0.00152689 -0.00514381 internal_weight=2083.63 31.1427 2052.49 1569.11 483.378 440.122 43.2561 26.9778 227.608 1521.3 1112.92 969.634 60.5036 408.381 386.13 375.229 190.748 45.794 35.7351 184.481 93.1331 79.3866 59.2617 91.3478 43.6003 25.4124 47.7475 144.954 23.0049 98.1448 internal_count=11550 851 10699 7449 3250 3020 230 138 1367 7195 5078 4441 305 2117 2008 1961 1073 263 197 888 449 386 296 439 224 141 215 810 104 523 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=0 12 21 21 22 18 22 12 0 16 16 22 18 17 6 22 20 25 25 20 7 22 27 2 17 2 9 9 2 15 split_gain=11.6959 7.53104 7.16907 4.89802 6.34963 6.7392 7.88502 6.2944 6.66818 9.70893 5.85737 7.72534 7.11203 11.5065 12.8197 5.6632 10.9933 5.32591 5.31754 9.60638 5.25192 10.5542 9.27998 9.02421 5.24814 7.67439 6.7129 5.08657 5.20251 5.01823 threshold=88.500000000000014 62.394933700561531 92332.167968750015 45557.193359375007 12608.403808593752 3126.298706054688 26709.026367187504 5.0824122428894052 19.500000000000004 4.1338241100311288 16.455416679382328 22297.629882812504 795.67898559570324 5484.3173828125009 0.85355338454246532 25259.030273437504 6890.1992187500009 19.004958152771 12.393791675567629 22064.161132812504 28.958333015441898 5692.9716796875009 2.3749889135360722 69149.121093750015 81039.878906250015 75237.535156250015 32.508064270019538 3.935416698455811 54354.001953125007 3.7596154212951665 decision_type=2 2 2 2 2 2 2 2 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 10 17 6 7 8 -6 -10 11 -1 13 -13 -15 16 29 20 19 -8 21 -5 23 -22 25 27 -26 -7 -29 -12 right_child=1 -3 -4 4 5 24 18 -9 9 -11 15 12 -14 14 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.00062120128673878857 0.02366238313934586 -0.021790839102973851 -0.0039436117046456063 0.0061826953769046631 -0.022439485764623145 -0.016657198690510182 0.0084097878064481064 -0.035733300410131112 -0.014665758809874157 0.020400868361194688 0.020726678622026887 -0.019019764190300718 -0.020056234817826993 -0.009275943502650711 0.038358263640022927 0.015485728015372326 -0.015828318751645431 0.020660508705985379 0.014764072261451724 -0.029410141564002113 0.018434802319013985 -0.020553089425257503 0.036885494387029025 -0.013592720791095582 0.0065413932481556154 -0.015068238252373738 0.036008251310599801 0.0029828354036917902 0.020516986473624856 0.0021565725343895715 leaf_weight=998.28007581084967 26.855272103101019 3.7372660860419264 445.69229068234563 72.840085878968239 19.184961415827274 8.875978969037531 16.363202512264255 9.2506602071225625 16.588560551404957 12.431104507297276 19.513081952929497 18.048245504498482 36.643442042171955 10.459135733544828 9.8960290029644948 36.714299537241459 23.918430611491203 24.77531323581934 20.929320782423019 9.5852625295519811 20.054726660251617 16.253945365548134 11.682854183018206 13.083186328411101 26.244555562734604 21.285096865147352 9.4682434126734716 62.74477332085371 20.110832549631596 39.829465441405773 leaf_count=4571 830 21 3015 302 128 52 90 65 86 64 100 78 217 56 49 174 116 117 114 51 88 79 71 60 144 146 59 300 98 209 internal_value=-0.000302861 0.0181097 -0.000577535 0.000357159 0.00317842 0.000228313 -0.00561688 -0.0130664 -0.00871657 0.000355673 -0.000616327 -0.00131904 -0.0106017 -0.00158052 0.0138823 0.0056703 0.00134214 0.00788295 0.00351359 -0.00556075 0.005519 0.00130513 0.0138953 0.00579001 0.00432869 0.00116083 0.0143537 0.00492657 0.00723875 0.00826282 internal_weight=2081.34 30.5925 2050.75 1605.05 411.753 253.063 104.333 57.4553 48.2046 29.0197 1193.3 1073.33 75.0469 38.4034 20.3552 119.975 83.261 158.69 46.8778 25.9485 133.915 89.094 44.8208 33.1379 148.729 113.017 35.7128 91.7316 82.8556 59.3425 internal_count=11550 851 10699 7684 2114 1397 598 343 278 150 5570 4971 400 183 105 599 425 717 255 141 600 381 219 148 799 596 203 450 398 309 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 28 9 19 24 9 21 10 3 17 26 5 16 15 24 26 5 13 10 10 5 2 22 19 14 13 16 22 25 19 split_gain=11.2008 6.97408 7.66354 6.85618 6.19951 8.40955 5.92802 5.45025 5.73006 5.24177 7.7581 4.7803 6.43503 4.79869 4.42408 7.52448 6.80453 4.04183 6.18514 4.87559 4.08497 3.94723 3.93468 7.04562 5.964 9.43554 7.83663 5.66675 6.56138 4.74485 threshold=88.500000000000014 1.7288729548454287 48.677083969116218 92902.718750000015 0.29263226687908178 3.0104166269302373 83835.019531250015 4.6840639114379892 3.653500080108643 84890.085937500015 15.036984920501711 69.166667938232436 4.0073640346527108 2.6770833730697636 0.44609956443309789 0.83419102430343639 10.833333492279055 -1.1547619104385374 4.7404954433441171 6.249209165573121 3.5833333730697636 88002.128906250015 13143.146484375002 45598.150390625007 3.4089891910552983 3.8452380895614628 10.23700523376465 14026.969238281252 1.2914166450500491 20589.557617187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 6 7 -6 22 8 -5 10 -8 13 -13 14 -7 -16 17 -17 20 -20 -19 -11 23 24 -1 29 -27 -24 -29 -26 right_child=1 2 -4 4 5 11 9 -9 -10 21 -12 12 -14 -15 15 16 -18 18 19 -21 -22 -23 27 -25 25 26 -28 28 -30 -31 leaf_value=-0.0015666321250859718 -0.033338071280471469 -0.013442301303680753 0.028960334141494022 -0.013514231137382459 -0.00078696529015451471 -0.020991616014660659 0.040549531893959538 0.020486690854576106 0.015394156910825888 -0.013683987530432302 0.0041955158253733239 -0.011677272289446861 0.033923010005146671 0.0015337728285975153 0.015434464691174404 -0.032936186456034834 -0.024784539051220342 -0.024332976392821799 0.034301778223984183 -0.0028189229056652066 -0.0061758068582654767 0.0096394362723165854 -0.017132972332316931 0.0071871279744228781 0.0054314638774188963 -0.016653756774722445 0.0011748612894565149 0.021369370916390292 -0.0022790893575999837 0.017549039498451432 leaf_weight=655.68764605373144 2.2157128062099245 4.5941665321588543 23.24699142575264 14.868525356054308 226.70136041194201 38.830426044762135 10.278838604688646 16.848098643124104 10.549340106546877 9.4447216317057627 10.870297431945799 5.8741521351039392 5.296549778431654 26.921263597905636 10.085271365940569 5.3838271498680106 27.071607403457165 13.628777705132959 5.5255694650113565 7.5161483697593212 61.351348381489515 21.165423229336739 22.403257645666599 143.32554668188095 149.14959385246038 28.532565206289291 99.802087195217609 10.865255966782568 374.88185634836555 36.127038739621639 leaf_count=2977 35 55 761 73 1365 218 47 95 58 47 58 60 57 126 60 77 181 200 60 80 515 122 110 637 708 126 473 47 1965 157 internal_value=-0.000294125 0.0178867 0.0219633 -0.000560821 -0.00371352 -0.00478122 0.000394397 0.00725461 -0.0015162 0.0103786 0.0218642 -0.00914541 0.00994394 -0.0102316 -0.0121015 -0.00945748 -0.0115412 -0.00770292 -0.00615953 0.0129085 -0.00947615 0.00244302 5.45856e-05 0.000978814 6.08206e-05 0.00346344 -0.00278896 -0.00246488 -0.00161299 0.00779427 internal_weight=2079.04 30.0569 27.8412 2048.99 476.452 434.186 1572.53 42.266 25.4179 51.7593 21.1491 207.485 11.1707 196.314 169.393 130.563 120.477 93.4057 88.0218 13.0417 74.9801 30.6101 1520.77 1112.62 969.299 313.611 128.335 408.15 385.747 185.277 internal_count=11550 851 816 10699 3225 2999 7474 226 131 274 105 1634 117 1517 1391 1173 1113 932 855 140 715 169 7200 5078 4441 1464 599 2122 2012 865 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=5 21 21 27 1 10 5 9 28 10 13 13 22 12 28 10 17 17 12 9 12 21 28 16 23 12 22 16 16 16 split_gain=14.943 5.04893 7.26289 6.39237 4.96762 4.92906 4.52126 5.15827 7.42898 4.22484 6.44397 7.24064 5.1486 6.04107 6.33238 5.32056 4.8998 7.95133 6.4729 7.31592 6.83797 7.35822 6.64813 6.56751 6.24574 4.68972 8.20879 5.27426 5.24845 5.21856 threshold=83.166667938232436 92332.167968750015 83835.019531250015 46.222126007080085 33.500000000000007 2.0819739103317265 25.833333015441898 12.979166507720949 10.545944213867189 19.591880798339847 6.1742422580719003 10.387499809265138 4772.7177734375009 1.0000000180025095e-35 6.6830549240112314 18.115446090698246 83430.757812500015 89653.476562500015 4.545912742614747 49.010416030883796 6.3574070930480966 37325.345703125007 1.0470132231712344 14.500308036804201 1.7044999599456789 1.0000000180025095e-35 2314.7631835937505 1.0339469313621523 1.0698153376579287 1.3128402233123782 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 -2 7 8 -4 12 -11 -12 25 14 -14 16 18 -18 19 -15 21 -20 -21 24 -22 26 -1 -27 -29 -30 right_child=5 -3 6 -5 -6 -7 -8 -9 -10 10 11 -13 13 15 -16 -17 17 -19 20 22 23 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=-0.0012926731148776873 -0.0035404214163767054 -0.0031412717881393703 0.03373126591885376 -0.021856495411251151 0.0074445314401607792 0.025438832034124035 0.024081927629527981 -0.0098626772643954416 0.00062188518697457056 0.013470548771796568 -0.025078666607661598 0.011367055049266677 -0.0028721343138122923 -0.0084803381333351593 0.025763741960867229 -0.018028628124796504 0.027978027912851238 -8.8918237675324224e-05 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internal_value=2.03373e-05 -0.000307741 0.000479429 9.3828e-05 0.000264183 0.0198136 0.0111119 0.00548917 0.0132583 -0.000143661 0.00730585 -0.00707587 -0.000496979 -0.00276072 0.0108511 -0.00349206 -0.00285651 0.00528225 -0.00394759 -0.0064632 0.00134081 0.0149182 0.00453689 -0.00187029 -0.00605553 0.000987148 -0.00840255 0.00152674 0.00102814 0.00138962 internal_weight=2071.02 2037.26 1594.34 1538.54 1526.69 33.768 55.7975 38.9236 25.8444 1444.64 65.4144 19.6268 1379.22 546.163 27.8483 518.314 496.603 58.704 437.899 296.742 141.156 26.9987 45.9829 114.157 85.3003 833.061 45.271 787.79 756.575 741.065 internal_count=11515 10640 7621 7298 7213 875 323 225 145 6807 323 102 6484 2734 132 2602 2497 354 2143 1438 705 136 216 569 434 3750 204 3546 3398 3321 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=5 10 21 21 27 1 25 5 24 26 9 15 9 27 7 13 16 5 9 28 10 15 21 22 12 28 10 17 17 12 split_gain=14.3132 4.81315 4.75728 6.83136 6.08257 4.68556 4.66149 11.3169 4.32149 8.45083 4.98564 9.4534 7.98742 6.32227 8.18821 7.5462 6.81994 4.28743 4.83842 6.87161 3.98141 8.33396 4.90076 4.84854 5.67782 5.91463 4.99456 4.6142 7.44149 6.10938 threshold=83.166667938232436 2.0819739103317265 92332.167968750015 83835.019531250015 46.222126007080085 33.500000000000007 6.3524167537689218 92.833332061767592 0.29263226687908178 0.47417058050632482 6.5119047164917001 1.4868686795234682 8.5159573554992694 46.222126007080085 5.0416667461395273 0.68333333730697643 1.0107238292694094 25.833333015441898 12.979166507720949 10.545944213867189 19.591880798339847 1.2535714507102969 29705.661132812504 4772.7177734375009 1.0000000180025095e-35 6.6830549240112314 18.115446090698246 83430.757812500015 89653.476562500015 4.545912742614747 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 5 20 -2 -8 -4 -10 11 13 -12 14 16 -16 -11 18 19 -5 23 -22 -23 -1 25 -25 27 29 -29 -26 right_child=1 -3 8 17 -6 -7 7 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.00095734674970152035 0.033821839814746388 0.025241618307829231 0.0085614080165892902 0.032328142027610994 -0.021440626253872188 0.0072384254218555606 -0.064225710701308045 0.031244373792571997 -0.034050541862312482 0.0031434767552629421 -0.025246066119578449 0.014034555044667199 -0.0044806569351477305 -0.00030397862874944844 0.02308748961745059 -0.015896516527215236 -0.020885455659431968 0.023435744388809247 -0.0096117631425640098 0.00060303766394730128 0.021831734913463775 -0.012714854050961727 0.007893343700403883 -0.002786375476787032 -0.006283900564465001 0.024849658834334629 -0.01746624014310302 0.027017882177169078 -8.6253426854060293e-05 0.0013004485033002444 leaf_weight=833.17026913538575 2.0713248252868643 26.612158751115203 27.0739521458745 9.9812147244811076 11.718006547540424 81.862966984510422 2.443126268684864 2.059444785118103 8.1529987677931768 13.669313676655291 21.650189280509949 32.122967138886452 72.492442466318607 200.76867548376322 10.97513020783663 7.5383431017398825 47.818812504410744 16.819833911955357 13.018886040896176 15.985723238438366 22.597456131130457 17.806575641036034 24.919357400387526 14.500465705990793 296.0582242384553 13.420405149459837 21.737967390567064 11.283654190599917 47.468430940061808 141.16609068773687 leaf_count=3750 22 737 144 49 85 406 38 78 52 100 191 163 600 1184 94 44 447 98 80 96 111 90 122 68 1438 64 105 61 293 705 internal_value=1.97749e-05 0.0195632 -0.00029881 0.000465197 9.10017e-05 0.000256342 -0.00342406 -0.0205584 -0.0030516 -0.00380887 -0.00320313 -0.00138191 -0.00925612 -0.00314571 -0.0102772 0.00721393 -0.0155436 0.0107761 0.00531423 0.0127976 -0.00013945 0.00709747 -0.000695385 -0.000482312 -0.00268063 0.0104971 -0.00339132 -0.00277444 0.00511924 -0.00383515 internal_weight=2068.96 33.1861 2035.78 1593.52 1537.71 1525.99 6.5739 4.50257 442.263 415.189 407.036 312.893 94.1426 280.77 80.0016 18.5135 61.4881 55.8057 38.9858 25.9669 1444.13 65.3234 42.7259 1378.81 545.635 27.9209 517.714 495.976 58.7521 437.224 internal_count=11515 875 10640 7621 7298 7213 138 116 3019 2875 2823 2032 791 1869 685 138 547 323 225 145 6807 323 212 6484 2734 132 2602 2497 354 2143 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=5 10 21 15 27 23 13 8 8 13 18 1 21 17 28 25 6 7 22 10 15 27 22 12 10 28 6 17 17 9 split_gain=13.7181 4.68764 4.49553 5.14672 7.16643 8.33336 6.21987 4.89954 7.92042 4.75847 4.06588 4.34548 4.02553 4.79781 5.4482 3.95214 6.23908 9.11106 4.34647 3.77394 6.31416 5.83291 4.47994 4.93703 5.40512 5.01791 4.57268 4.47754 5.03 4.61577 threshold=83.166667938232436 2.0819739103317265 96348.164062500015 0.31339286267757421 72.674236297607436 35.146333694458015 0.21111111342906955 0.70315632224082958 1.1173529028892519 0.095454547554254546 52521.531250000007 34.500000000000007 83835.019531250015 88509.015625000015 13.011307239532472 26.940777778625492 1.8660253882408144 19.430555343627933 12417.567871093752 19.591880798339847 1.2535714507102969 10.644418716430666 4772.7177734375009 1.0000000180025095e-35 18.115446090698246 6.6830549240112314 14.924621105194094 83430.757812500015 89653.476562500015 49.010416030883796 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 4 5 6 7 -4 -9 -10 11 12 19 14 -14 16 17 -15 -18 22 -21 -22 -1 25 26 -24 27 29 -29 -25 right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 13 15 -16 -17 18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.00090657670011143798 -0.0032890048909283592 0.025043178795123619 0.024176791306838287 -0.00041331981418529399 0.0026947733305812916 -0.02485271405471208 -0.021974765778641096 -0.029381617201663875 -0.0031079050794301476 0.026798018447221482 -0.015990996474665321 0.0076001702382101459 0.027120097050121306 -0.013309184262736466 0.0021693620939087581 0.017450490091756744 -0.036326144031920936 0.022864893104040062 -0.0020162118690739729 0.019931984413659933 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-0.00727057 -0.011288 -0.00647241 -0.00221088 -0.00472515 3.9165e-05 0.000423187 0.00056082 0.000214946 0.00675027 0.0158128 0.000822071 -0.00358027 0.00523546 -0.0201597 -0.000147129 0.00700079 8.72457e-05 -0.000474678 -0.00257903 -0.00324148 0.00962323 -0.00260628 -0.00326997 0.00453755 -0.00435797 internal_weight=2067.03 32.6128 2034.42 414.639 161.103 114.816 84.7345 66.4638 60.6819 50.8553 1619.78 1606.31 1531.09 80.3736 31.7843 48.5892 38.4181 25.0816 13.3366 1450.71 63.5651 41.4202 1387.15 549.69 521.384 28.3053 499.772 474.396 58.0226 416.373 internal_count=11515 875 10640 2848 1433 1133 742 617 569 463 7792 7722 7342 481 161 320 250 147 103 6861 318 208 6543 2773 2639 134 2535 2417 352 2065 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=5 10 21 15 27 23 15 8 14 18 12 17 8 10 12 1 19 9 12 18 22 15 5 16 8 17 12 22 18 18 split_gain=13.136 4.57574 4.24018 4.88055 6.81389 8.10191 6.02363 4.82131 6.29582 3.8387 4.23442 6.46584 8.26043 6.61904 6.5018 4.12433 3.87027 4.00071 3.91394 5.79275 3.73765 6.53725 7.51333 6.48698 7.36264 5.81227 5.69428 6.61249 6.31612 5.98625 threshold=83.166667938232436 2.0819739103317265 96348.164062500015 0.31339286267757421 72.674236297607436 35.146333694458015 0.20227272808551791 0.70315632224082958 1.6763248443603518 52521.531250000007 16.512618064880375 4885.4819335937509 10.220088481903078 11.593332290649416 41.790090560913093 1.0000000180025095e-35 66051.929687500015 21.78424167633057 20.512189865112308 9538.7875976562518 4772.7177734375009 4.8875000476837167 70.416667938232436 1.0339469313621523 0.54112252593040477 79934.511718750015 1.0000000180025095e-35 17467.213867187504 3007.101196289063 1154.3008422851565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 5 6 7 -4 -9 10 20 -12 15 -14 16 -13 17 -15 -19 -20 25 22 23 -22 -25 -1 27 -26 29 -28 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 12 13 14 -16 -17 -18 18 19 -21 21 -23 -24 24 26 -27 28 -29 -30 -31 leaf_value=0.0010650129085102917 -0.00318161502548415 0.024843473505791042 0.023105321802068559 -0.00040099224697586318 0.0026104386193181667 -0.024554470129863774 -0.0254928039658175 -0.020484823739071633 0.00036702086559500547 -0.015566622062489884 -0.012651821865209746 0.0082909639177777238 -0.016531009037779539 0.031537170891300072 -0.0095003967817485144 0.033886286481123552 -0.0052850383571076184 0.024826074512187192 0.021075093222138106 -0.0057871148686108901 -0.019704781092182787 -0.012902918384532778 0.017006788754553019 0.016412333828635182 -0.0049758533915715822 0.023022012108197015 -0.0027446745623465689 0.024730207823073475 0.0014428032487036183 -0.012865757438776515 leaf_weight=859.72828853130341 6.60340941697359 25.45797473192215 5.8671820983290663 253.49097179621458 46.34800673276186 29.541698265820742 12.534937649965284 17.862164810299873 48.19075808301568 13.421732448041437 15.258347701281307 9.3025885000824946 12.197329517453907 10.382096022367476 16.633317839354277 14.493770487606524 10.270107142627237 12.587204739451407 12.005627535283567 18.144829668104649 17.119996428489685 43.71516652032733 20.416383061558008 21.122349731624126 12.058239150792362 10.988999292254446 191.20263657346368 15.302400432527064 210.14885432645679 72.552136324346066 leaf_count=3870 138 737 48 1415 300 391 85 187 422 70 74 49 60 48 85 76 60 62 61 94 91 205 148 104 56 49 1000 71 1124 335 internal_value=1.84006e-05 0.0190714 -0.000282091 -0.00299211 -0.00708845 -0.0110318 -0.00630162 -0.0029568 -0.00527178 0.000410601 0.000544158 0.00570719 0.00812174 0.0040554 0.00719323 0.0238804 0.0115736 0.014833 0.0107751 0.00490916 8.44461e-05 -0.00172969 -0.000857357 -0.00153338 -0.000937859 0.00134212 -0.00166896 0.0116383 -0.00243725 -0.00552872 internal_weight=2064.95 32.0614 2032.89 413.836 160.345 113.997 84.455 71.9201 66.0529 1619.05 1605.63 131.275 116.017 92.2205 80.0232 23.7964 63.3899 53.1198 42.7377 30.1505 1474.36 603.638 559.923 539.507 522.387 870.717 501.264 27.3606 473.904 263.755 internal_count=11515 875 10640 2848 1433 1133 742 657 609 7792 7722 669 595 470 410 125 325 265 217 155 7053 3134 2929 2781 2690 3919 2586 127 2459 1335 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=5 10 11 11 0 13 12 20 24 15 25 22 9 1 1 10 9 26 16 16 20 26 15 26 26 27 23 17 22 19 split_gain=12.5762 4.46558 4.10655 7.54283 4.97595 5.36025 5.03019 4.36293 8.10607 8.24573 7.39964 8.63282 5.14129 4.65001 8.79102 4.39044 5.88993 5.5831 4.72569 4.32362 4.06553 5.53311 4.52891 3.92779 3.84547 3.2146 3.15029 3.02978 2.93463 5.20033 threshold=83.166667938232436 2.0819739103317265 34.750000000000007 31.166666984558109 69.500000000000014 9.5357141494750994 20.788618087768558 0.0008635785197839142 0.30558307468891149 1.4868686795234682 15.671610832214357 1087.1160888671877 66.951122283935561 -34.499999999999993 -22.499999999999996 2.5164108276367192 5.3397436141967782 26.111692428588871 1.0107238292694094 3.0331866741180424 970.54049682617199 0.30484129488468176 0.027402402833104137 1.4981315135955813 12.606799602508547 56.986021041870124 10.639166831970217 8209.5034179687518 99.983306884765639 2767.001342773438 decision_type=2 2 2 2 2 2 2 2 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 26 3 4 7 20 -7 8 19 10 23 15 13 -9 -15 16 17 18 24 -1 21 -6 -22 -10 -12 -19 -2 -4 29 -16 right_child=1 -3 27 -5 5 6 -8 12 9 -11 11 -13 -14 14 28 -17 -18 25 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016000780423230301 0.01627917017885638 0.024642466260028806 -0.00046077013003708136 -0.023820787957659458 0.0096328588345769798 -0.030102712603026646 0.0074328351412023255 -0.018152270486840649 -0.011154185969132086 0.014839542081270472 0.011903596191624092 0.031798215113079238 -0.020581379203724881 0.023350560888667406 -0.0038906599971891484 -0.022669143181923319 0.020818145283051356 -0.014727919474267213 -0.022638682302763856 0.025267444534135267 0.033507978868935709 -0.017529981088326787 0.010137818172364411 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5.2609 4.39128 6.58493 7.29037 5.14797 threshold=88.500000000000014 1.7288729548454287 49.800859451293952 18.579212188720707 3677.8288574218755 18.508555412292484 -0.83333334326744068 4.2029862403869638 2.7974551916122441 10739.996093750002 10.539668560028078 10.930608272552492 9.7219343185424822 15.442201614379885 14.149650573730471 1.0000000180025095e-35 2.9128788709640507 8.2568612098693865 1.4708693623542788 1068.5415649414065 -0.4534632116556167 15.500000000000002 0.83333334326744091 -0.18677325546741483 2932.8295898437505 2307.8400878906255 20124.336914062504 29546.952148437504 17.500000000000004 11.075612068176271 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 -5 -6 7 8 9 -1 12 -12 20 14 15 -13 17 -17 -18 -20 21 -8 -19 -9 25 -25 29 28 -28 -22 right_child=1 -3 -4 4 5 -7 10 23 -10 -11 11 13 -14 -15 -16 16 18 22 19 -21 26 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0074407243178158432 -0.036029799875443691 0.023135322582704732 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23.705589562654495 1296.4380213096738 16.145564816892147 11.242354504764078 8.9443775378167647 22.775802038609982 8.6891260519623739 30.737387634813786 31.18847668170929 61.411245007067919 19.172023363411427 leaf_count=580 36 835 126 107 59 466 118 154 223 66 70 105 142 274 62 49 107 52 72 104 6610 80 52 61 119 54 219 178 302 104 internal_value=-0.000442147 0.0178077 -0.000693206 -0.000527814 0.00532628 0.00968967 -0.00090443 -0.00543548 -0.00877417 -0.00493447 -0.000349354 -0.00464919 0.000225812 -0.00320064 -0.00639641 -0.00423738 -0.00709616 -0.0168131 -0.00221377 -0.00902882 -2.2275e-05 0.0118298 -0.00844426 0.0019946 0.00811012 -0.00619454 -0.000267352 -0.00568001 -0.00971278 0.00024008 internal_weight=2073.04 28.1313 2044.91 2030.65 122.743 98.8023 1907.91 208.221 143.665 109.314 1699.69 200.534 1499.15 186.619 129.052 116.178 96.7849 32.3673 64.4176 39.9926 1468.7 29.7545 22.3613 64.5557 40.4093 17.6335 1438.95 123.337 92.1486 1315.61 internal_count=11586 871 10715 10589 632 525 9957 1257 869 646 8700 947 7753 877 603 541 436 153 283 176 7611 198 104 388 234 115 7413 699 521 6714 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=0 28 24 0 17 19 15 27 11 22 19 15 9 22 15 2 2 9 1 19 2 9 9 9 9 7 27 13 11 11 split_gain=10.0881 8.48619 8.42913 4.48873 10.7514 9.82637 9.32139 7.34601 6.87481 5.15871 7.79612 4.64991 4.59527 7.3358 5.67549 4.52053 4.56686 4.38671 3.76224 5.44092 3.62292 3.52387 4.67533 3.28875 4.39592 5.86246 9.68061 6.00295 3.70564 4.25787 threshold=88.500000000000014 1.7288729548454287 49.800859451293952 63.500000000000007 4370.2910156250009 10445.003906250002 1.0000000180025095e-35 1.7737529873847964 1.0000000180025095e-35 2604.156127929688 5523.5563964843759 2.0104166269302373 75.030418395996108 5692.9716796875009 4.8875000476837167 2534.7653808593755 2440.4921875000005 38.677083969116218 28.500000000000004 4390.4621582031259 2565.491333007813 33.377155303955085 27.577381134033207 62.788690567016609 56.973455429077156 55.041666030883796 1.5872812867164614 0.17424242943525317 -9.1666665077209455 -0.83333334326744068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 15 -5 8 -7 -8 -6 10 -10 -11 14 -14 -9 16 -1 -3 20 -20 -17 22 -21 24 25 28 27 -27 -22 -30 right_child=1 17 -4 4 5 6 7 12 9 11 -12 -13 13 -15 -16 18 -18 -19 19 21 23 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0021148382862316603 -0.034024305674555215 -0.012796797605956256 -0.023787493681658448 0.028820017476427869 -0.02112621145142483 0.030149181953773543 -0.022259601439187354 0.023491657195266864 0.025706804593879078 -0.026352885464132576 -0.0069692353026473844 0.0021318013564751398 0.0088775368733811488 -0.033640183797599581 0.0020022815604560625 0.01510377676182351 -0.025478183722569228 0.027313234018525374 -0.0080292407659239822 0.013508689543117623 0.010469941212709883 0.015998021671812416 -0.011337423567992283 -0.017209253272224164 0.0082579674484710673 -0.033715888264970899 0.010581415992744687 -0.0066298140959799232 -0.0057981980538921634 -0.00067514874801277421 leaf_weight=17.148116968572143 2.600872470065954 2.7569856420159367 14.100903131067751 14.580603189766405 20.570463329553604 14.99376196041703 8.3906616568565351 21.997832983732224 12.4521616473794 9.9297729805111903 13.914841450750826 10.732588596642016 10.392511662095787 5.6310350783169261 22.247990369796753 12.423176869750021 13.424962013959883 22.330353969708085 20.314710155129433 14.342857234179975 24.908797740936279 35.891168296337128 12.988741517066954 11.408252976834772 44.500444173812866 16.379895702004436 11.790868662297724 13.378842905163763 162.32453856989741 1452.5788112431765 leaf_count=76 36 20 126 81 106 143 45 147 65 61 78 58 100 51 130 52 55 815 87 61 113 174 55 57 206 68 55 59 1007 7399 internal_value=-0.000429242 0.0175577 -0.000672925 -0.000512337 0.00421739 0.00184574 0.00871951 0.00403976 -0.00666044 -0.000333174 0.00846245 -0.0115572 0.00770114 -0.00606415 0.0126862 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threshold=88.500000000000014 1.7288729548454287 49.800859451293952 18.579212188720707 3677.8288574218755 18.508555412292484 -0.83333334326744068 6.0552382469177255 39317.078125000007 9899.4550781250018 40.541666030883796 2.7974551916122441 3502.910522460938 0.12810213118791583 0.66500425338745128 1.5343194007873537 14.148025512695314 10.539668560028078 10.930608272552492 2.6514656543731694 4618.3618164062509 9.9632163047790545 0.033713703975081451 7.1528506278991708 5.1638767719268808 0.091966174542903914 1.532000005245209 23317.544921875004 3.2169052362442021 2.9433757066726689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 -5 -6 7 8 12 10 11 -10 -1 -14 -9 -16 -17 19 -19 -8 -21 22 -22 24 25 29 -27 -28 -29 -24 right_child=1 -3 -4 4 5 -7 17 14 9 -11 -12 -13 13 -15 15 16 -18 18 -20 20 21 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=0.0019835955879858756 -0.032185261596035526 0.022712524767871233 -0.023337698331788264 -0.012294014517027829 0.029428747434498206 0.0068203981303988888 -0.00068603489517263889 0.027049529556330623 -0.0054016647328677895 0.019775251083468243 0.024848251168038692 -0.030125868080343954 -0.035718094875269127 -0.010686004563377753 -0.022403441059376718 0.018953304050091227 -0.011358877309710738 -0.023414028441821274 -0.0031141685169234234 0.016535389461543867 -0.021588295186368657 0.023524618562597372 0.017447630070214139 -0.0071832111565279261 0.015754681454335132 0.013406864729795586 -0.019053292667520611 0.023822701110111359 -0.0048436403952311531 -0.013836867098177053 leaf_weight=14.807610690593718 2.6659706383943584 24.551459100097418 13.943895962089298 23.983008056879044 11.107147462666033 87.349972393363714 1160.6238843128085 6.9320195540785781 55.625893797725439 13.106380008161066 7.2220477089285842 12.090525120496748 16.758942842483521 43.237229280173779 9.7109499275684339 17.518261678516868 10.513555776327847 13.905198521912096 186.48789659515023 37.485849127173424 11.571839660406111 11.96125230938196 36.909324672073126 52.14647164940834 32.391762252897024 29.511695563793182 30.841197423636913 15.214681580662726 70.90204069390893 8.4265183731913549 leaf_count=64 36 835 126 107 59 466 5991 34 377 86 52 113 72 229 46 126 58 70 877 183 48 58 240 270 171 126 150 87 375 54 internal_value=-0.000416307 0.0173352 -0.00065288 -0.000496933 0.00512727 0.00937089 -0.000858246 -0.00517906 -0.00772086 -0.0025677 -0.00647538 -0.00981608 -0.0137862 -0.0176783 0.00408633 -0.000131202 0.00758448 -0.000330291 -0.00452277 0.000230558 0.0033839 0.00173991 0.000834876 0.00177384 0.00385718 0.00184795 -0.0011807 -0.00486154 0.000220989 0.0116328 internal_weight=2069.5 27.2174 2042.29 2028.34 122.44 98.4571 1905.9 207.523 162.849 88.0448 74.9385 67.7164 74.8038 59.9962 44.6748 37.7428 28.0318 1698.38 200.393 1497.99 337.363 299.877 287.916 276.344 224.197 191.805 146.47 116.958 86.1167 45.3358 internal_count=11586 871 10715 10589 632 525 9957 1257 993 628 542 490 365 301 264 230 184 8700 947 7753 1762 1579 1521 1473 1203 1032 738 612 462 294 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=5 0 17 19 27 12 11 22 19 24 13 15 15 16 11 27 27 24 9 11 6 8 27 9 22 13 19 9 9 10 split_gain=9.36435 4.88547 10.203 8.54923 7.67212 9.12657 6.45948 4.72677 7.4991 4.37496 4.11195 4.03253 3.59638 9.44156 5.66448 5.55931 7.43748 5.19229 5.15819 6.04313 4.58039 7.58161 5.22176 5.65263 4.64646 6.0898 4.49047 3.84026 3.95917 3.45959 threshold=93.166667938232436 63.500000000000007 4370.2910156250009 10445.003906250002 1.7737529873847964 54.532035827636726 1.0000000180025095e-35 2604.156127929688 5523.5563964843759 49.800859451293952 2.174242496490479 1.0000000180025095e-35 -0.14434523880481717 4.4308538436889657 -3.8333333730697627 74.833301544189467 1.4777722954750063 0.17444916069507602 9.3509964942932147 -2.1666666269302364 1.0773502588272097 5.3097252845764169 2.0011667013168339 40.010416030883796 22043.571289062504 -0.95833334326744068 51410.671875000007 14.989583492279055 21.78424167633057 1.9708979129791262 decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 11 -4 8 -8 12 -9 -6 13 15 26 16 -1 -18 -19 -20 24 -22 -23 -24 25 -15 -14 -21 -29 -13 right_child=-2 2 3 4 5 -7 7 10 -10 -11 -12 29 14 20 -16 -17 17 18 19 27 21 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0019356310219514757 0.027873663608258929 0.028317394132881209 -0.02006102867465024 -0.019134990834467534 0.026018970955324412 -0.029138486448402504 0.025274015283658056 -0.025218473289881978 -0.0067016608247879401 -0.018954833840604292 0.0014364348929090237 -0.0068016809507016347 0.026530039081005249 0.0041052365256443032 -0.00060212223458527164 0.003660525615747414 -0.031153971827358965 -0.023021355856574402 -0.026504635536784366 0.015370825669308079 -0.020949442411128422 0.029815690816738381 0.0079699659525408681 -0.019849305005563998 -0.0020058503722322151 0.037141901613447992 -0.00090646606579037703 -0.022183881545993798 0.002018096168408934 0.012108543518547159 leaf_weight=27.005166798830032 10.486289905384181 14.454695014283059 20.826914463192225 8.7978319376707059 16.10193002410233 5.0186335295438758 12.514206700026991 9.5274008847773093 13.969943694770334 12.141836911439894 11.491221329197286 10.175412286072968 12.508040115237238 9.6796945482492429 1612.8134893812239 25.153749443590641 16.621292680501938 27.052921310067177 10.582525096833704 9.741248816251753 13.952846530824898 6.311817377805709 22.843153025954962 9.2295577898621541 12.570148341357706 10.435621328651907 9.406170576810835 9.4860283508896845 16.959507048130035 60.340844061225653 leaf_count=111 513 84 108 47 214 29 70 55 78 119 70 88 57 55 8025 138 82 273 66 86 84 28 144 47 68 54 61 59 86 587 internal_value=-0.00040412 -0.000548226 0.00412739 0.00205551 0.00762489 0.010194 -0.00613067 -2.31078e-05 0.00840738 -0.00100524 -0.0106458 0.012473 -0.000888211 -0.00442114 -0.000396273 -0.00913892 -0.0118802 -0.0160053 -0.0125946 -0.00656341 0.00349163 -0.00201107 0.00487306 -3.55803e-05 0.0123028 0.0212443 0.0147536 -0.000731758 -0.00666317 0.00937982 internal_weight=2068.2 2057.71 183.219 168.764 100.435 91.6368 68.3297 47.5028 26.4842 1874.49 21.0186 86.6182 1862.35 227.625 1634.73 142.602 117.449 90.4435 73.8222 46.7693 85.0228 52.3374 38.3845 32.0727 32.6855 20.1153 21.9142 36.1868 26.4455 70.5163 internal_count=11586 11073 1430 1346 965 918 381 273 148 9643 125 889 9524 1381 8143 901 763 652 570 297 480 303 219 191 177 109 118 231 145 675 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=0 24 12 14 2 16 11 1 26 20 16 27 15 0 16 22 20 3 2 13 8 14 12 12 20 22 22 26 19 24 split_gain=8.94514 7.39076 6.78631 4.23953 9.45869 5.31869 4.49395 5.11455 4.70394 5.88332 4.22001 5.65706 4.5047 9.1071 4.26942 4.1125 6.22345 7.45972 5.15749 6.8253 4.85477 6.42372 4.8713 9.22232 7.19675 7.05371 8.16473 6.78897 4.4968 4.29348 threshold=88.500000000000014 49.800859451293952 62.394933700561531 18.579212188720707 3677.8288574218755 18.508555412292484 -0.83333334326744068 -3.4999999999999996 13.669389724731447 17373.348632812504 10.539668560028078 1.4321396350860598 -0.4534632116556167 15.500000000000002 9.7219343185424822 20124.336914062504 29546.952148437504 4.7190001010894784 4300.4101562500009 0.087121214717626586 11.075612068176271 9.0393500328063983 7.5276939868927011 5.1638767719268808 10696.935058593752 3989.7866210937505 1419.3002929687502 0.64429819583892833 54146.175781250007 0.18667618930339816 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -5 -6 7 -1 9 -9 12 -12 13 -8 15 20 17 18 -17 -20 22 -22 23 -14 27 26 -24 -25 -18 -21 right_child=2 -3 -4 4 5 -7 10 8 -10 -11 11 -13 14 -15 -16 16 28 -19 19 29 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0021383721216370237 0.022477912965557068 -0.022605871359592581 -0.024820505589543771 -0.011920197409741569 0.028710042085322452 0.006594457325112193 -0.0064948693285575834 -0.0084424260014600606 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17.505042210221291 10.470676720142363 10.171568285673855 17.774355359375477 18.841098435223103 leaf_count=351 854 126 17 107 59 466 121 720 125 61 68 879 6244 88 131 42 76 230 71 86 51 53 58 64 47 84 49 64 102 92 internal_value=-0.00039225 -0.000616945 0.0169465 -0.000468659 0.00494846 0.00907874 -0.000816262 -0.00499192 -0.008114 -0.00665225 -0.000307578 -0.00439627 0.000239685 0.0114277 -2.382e-06 -0.000229879 -0.00547979 -0.00942608 -0.00324513 0.000648309 0.000260759 0.0152667 3.91876e-05 0.000359434 0.0157492 -0.0105323 0.00137881 0.0067281 0.00607708 0.00735818 internal_weight=2066.42 2039.99 26.4365 2026.32 122.184 98.1515 1904.14 206.775 143.807 134.076 1697.36 200.37 1496.99 31.7034 1465.29 1436.93 122.813 91.5511 60.1928 50.3042 1314.12 19.1213 1295 1256.92 34.0939 38.0765 20.5714 23.8691 31.2618 36.7534 internal_count=11586 10715 871 10589 632 525 9957 1257 906 781 8700 947 7753 209 7544 7413 699 521 291 249 6714 104 6610 6419 175 191 107 128 178 178 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=5 26 19 2 28 15 2 2 17 12 6 27 13 28 13 27 1 21 11 1 21 8 7 14 13 27 15 7 1 15 split_gain=10.6059 3.97475 4.24546 3.74645 3.83497 3.64561 3.35785 14.2178 8.20022 5.86023 8.62636 7.81079 7.63509 5.4967 5.52842 5.38223 9.25791 5.00134 4.35236 8.75797 7.47014 4.53909 7.56097 10.9804 6.84576 4.73052 5.51261 4.80355 5.29101 5.92215 threshold=92.833332061767592 0.027749378234148029 2767.001342773438 2655.3178710937505 0.12767135351896289 0.31339286267757421 61751.447265625007 58724.945312500007 66018.179687500015 7.5276939868927011 32.026023864746101 30.078927040100101 -2.8166666030883785 1.1127897500991824 -1.3166666626930235 4.7009041309356698 1.5000000000000002 59792.371093750007 2.1666666269302373 5.5000000000000009 71561.738281250015 0.56253641843795787 40.041666030883796 1.7067154645919802 1.8452380895614626 48.007408142089851 1.4868686795234682 5.0416667461395273 -1.4999999999999998 -0.040833333507180207 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -6 7 8 -4 18 12 -12 -11 -14 -15 -16 -17 -9 21 -20 -21 -8 24 -24 25 26 27 28 29 -23 right_child=-2 2 6 -5 5 -7 9 17 -10 10 11 -13 13 14 15 16 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013477527298929027 0.030769460345125999 0.010694483819970594 -8.9500620791762363e-05 -0.017572146091018637 -0.022550502983687756 0.0015668269955084163 0.0077034814849225395 0.031749708654059905 0.018863976057830592 0.016523982079217816 0.040760019617470909 -0.0095693775589919504 -0.039284191623746141 -0.039702012363609276 0.011269083232923607 -0.03448377863996361 0.00429966038801732 0.005572296093313704 0.015821379812393534 0.017437194966129343 -0.016437907156198167 -0.014928139312743009 -0.015606470463112577 0.021923762794443972 -0.021943964029760652 0.00067404644759039615 0.01561626066497932 -0.0037831754083031389 -0.01656584583339887 0.026604075577381352 leaf_weight=18.640073880553246 9.9290571287274343 13.135868221521376 1237.713386323303 23.740372844040394 10.568284388631584 12.099011488258837 40.873962389305234 17.387265980243686 20.891006324440241 5.9282139576971522 5.1078985184431058 6.076841589063406 10.047494038939474 6.3786590620875314 8.5172955915331894 12.12251918949187 10.200561035424469 10.556848727166651 37.306193932890892 8.3374165855348128 19.707641381770372 6.4602440111339092 9.9102191217243654 24.025725631043315 17.813616916537285 185.37225641310215 10.546390637755392 171.43658754974604 61.194379664957523 5.9228773638606054 leaf_count=89 502 54 5828 101 56 55 246 78 106 49 55 57 49 51 64 113 99 53 184 37 117 61 74 253 94 1088 56 1154 550 62 internal_value=-0.000160507 -0.000311939 -0.000439857 -0.0083309 -0.00220321 -0.00967751 -0.000198883 0.000695021 0.0002251 -0.00193275 -0.0105335 0.0134153 -0.0155689 -0.019594 -0.0142786 -0.00902029 -0.0167616 0.0218603 -0.00100822 0.00629926 -0.0063673 -0.00190325 -0.00270025 0.0109639 -0.00371106 -0.00297445 -0.00562091 -0.00653504 -0.0129469 0.00493682 internal_weight=2037.95 2028.02 2009.38 59.5435 35.8032 22.6673 1949.84 1286.55 1258.6 663.287 64.3795 11.1847 53.1947 47.2665 37.219 30.8404 22.3231 27.9441 598.908 65.3513 28.0451 533.556 492.682 33.9359 458.746 440.933 255.56 245.014 73.5775 12.3831 internal_count=11435 10933 10844 266 165 111 10578 6065 5934 4513 537 112 425 376 327 276 212 131 3976 338 154 3638 3392 327 3065 2971 1883 1827 673 123 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=5 16 12 1 1 5 7 11 8 26 21 11 23 13 8 13 1 26 11 17 17 12 2 13 26 17 26 11 6 28 split_gain=10.2805 4.57769 6.37248 5.50184 7.67702 5.02383 6.12333 5.10903 4.94813 4.15482 5.53532 4.84686 3.96781 3.5551 3.53022 4.52985 3.41919 5.9597 4.38669 3.19276 3.74966 7.59579 6.09034 6.13929 5.19208 4.73291 3.76367 3.35217 5.79175 7.57161 threshold=92.833332061767592 54.451942443847663 49.194913864135749 -34.499999999999993 -20.499999999999996 61.166666030883796 60.041666030883796 63.500000000000007 1.1714165210723879 0.027749378234148029 2780.209594726563 46.250000000000007 1.2232500314712527 -0.76388889551162709 0.99531692266464245 0.15476191043853763 -7.4999999999999991 1.3788040876388552 -7.5833332538604727 2607.868530273438 3268.6691894531255 0.64222851395607006 3087.378784179688 3.0416666269302373 0.34174382686614996 3417.4997558593755 0.081498786807060256 -0.83333334326744068 2.8575892448425297 0.58661499619483959 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 9 8 14 -6 12 16 -11 -10 15 -7 17 -12 -18 -20 21 -21 23 26 -24 -22 -23 28 -27 -30 right_child=-2 -3 -4 4 5 7 -8 -9 13 10 11 -13 -14 -15 -16 -17 18 -19 19 20 25 22 24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.023170272206839482 0.030747241668619238 -0.020841206930077193 0.023097420954010784 0.020831949767535232 0.013680213293934233 -0.0070577110350889703 -0.023101617345277218 -0.018493725023049482 0.027930565855947418 -0.0056047722214390694 0.0094170965270553089 0.020374429053461034 -0.024760086868169155 0.0071927819566715654 -0.017204356769490805 0.015975801349940828 0.020356619860877466 -0.022340682000692936 -0.014822980935864484 -0.015673506321579763 -0.015433802596853277 -0.0025958604532182309 0.03196358379445069 -0.015664783014011949 0.0061729950245844921 -0.0086345024190249715 0.018662336693313832 -0.0002446772925805382 0.031341424143961391 -0.0021408339016332333 leaf_weight=9.4437924027442914 9.6424672007560712 9.7201621532440168 10.507986113429068 15.472388219088314 17.844444692134857 19.622246626764536 11.072750911116598 8.3777216952294093 7.9297894723713389 36.132978439331055 7.9156237542629269 9.873628765344618 13.31995305418968 120.43776467069983 11.817280568182467 12.630684040486811 8.9888788126409036 16.207351785153151 14.197581484913824 12.753711476922033 19.814209446310997 13.168474033474924 15.474059835076334 12.20463754236698 12.866795420646666 104.6076542660594 17.399138793349266 1422.7420865148306 7.8987101018428794 26.378677297383547 leaf_count=44 502 53 80 78 85 107 56 63 121 148 36 50 60 890 65 75 50 120 59 53 85 54 65 51 57 680 75 7341 35 197 internal_value=-0.000155909 -0.000302929 -0.000203957 -0.00032598 -0.000217958 -0.00038231 -0.00086094 0.00438469 0.00549621 -0.000723345 -0.000868397 -0.000584288 -0.0107642 0.00847384 -0.00317701 0.00196252 -0.00070512 -0.0119198 -0.000544899 -0.000656766 -0.000535992 0.00564562 0.00946907 0.00232258 0.0202546 -0.000863814 0.00950434 -0.000678948 -0.00512763 0.00557465 internal_weight=2036.46 2026.82 2017.1 2006.59 1997.15 1981.68 1800.86 180.815 172.438 1789.79 1771.94 1722.49 49.4529 128.368 44.0702 32.2529 1712.62 24.123 1688.49 1679.51 1665.31 83.8668 71.1131 42.7723 28.3409 1581.44 30.5676 1561.63 138.885 34.2774 internal_count=11435 10933 10880 10800 10756 10678 9357 1321 1258 9301 9216 9008 208 1011 247 182 8958 156 8802 8752 8693 355 302 180 122 8338 129 8253 912 232 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=5 16 12 5 11 8 7 24 24 24 27 14 26 19 11 2 8 19 17 15 13 12 26 28 13 8 10 2 26 28 split_gain=9.96519 4.28245 6.05336 4.79584 4.81206 4.74409 4.62825 3.97393 4.12209 3.96931 3.8418 4.61314 4.45818 5.18599 4.09356 3.59004 8.8211 8.13214 6.11113 4.81162 7.96126 4.65662 4.37696 4.77302 4.75253 4.72676 11.7904 5.18414 6.42717 5.48332 threshold=92.833332061767592 54.451942443847663 49.194913864135749 61.166666030883796 63.500000000000007 1.1714165210723879 60.041666030883796 49.800859451293952 46.588327407836921 32.873748779296882 56.986021041870124 1.0492792129516604 0.027749378234148029 2767.001342773438 46.250000000000007 71242.054687500015 0.54112252593040477 66644.648437500015 72588.121093750015 2.9302884340286259 5.9583332538604745 1.4708693623542788 0.16306866705417636 0.30943784117698675 1.5227272510528567 1.0579749345779421 1.4160718917846682 96066.679687500015 12.747065067291262 6.0207359790802011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 8 9 10 12 -12 -1 -14 15 17 -17 -15 -18 22 -21 -19 -20 -24 25 -25 -27 -28 29 -29 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 14 -16 16 18 21 19 20 -22 -23 23 24 -26 26 27 28 -30 -31 leaf_value=0.014384361926703962 0.030725657029480061 -0.020104556785610857 0.022620841866405467 -0.0030778897089492508 -0.017750751269511138 0.0083200745222996447 -0.019612457071299255 -0.01825879168706479 0.018260307660852342 -0.010317260604974463 -0.013833425486239366 0.010471360129921253 -0.010154102279075669 -0.00034916649606341304 0.018327129889024192 0.019436514193264084 -0.021621158218177439 -0.0034487827823932254 0.012478504644003996 0.018206129893589964 -0.0097724137384416539 0.016740767642588337 -0.02445286053097943 -0.013752246814959018 -0.017146243297473576 0.025440825837037651 0.011122809509076291 -0.0041980184777956767 -0.017990340653718667 0.011256107255306146 leaf_weight=17.428636230528355 9.3639637511223537 9.7732019349932653 10.409003440290688 44.109199110418558 8.4651608131825906 128.9321317281574 11.668549396097658 11.471831711009143 10.429002303630112 37.466173160821199 8.1627032533287984 50.576897740364075 52.42453058809042 1096.4333446919918 10.254613921046255 15.362134825438259 16.464349299669266 13.816256090998648 14.012498944997786 23.167458191514015 15.131541647017 40.188316032290459 10.589620947837828 34.056523319333792 23.275359444320202 13.500333745032547 21.067563101649284 226.3178150691092 27.821205332875252 22.739336591213942 leaf_count=83 502 53 80 247 63 1019 59 116 87 385 61 314 220 4961 52 89 97 69 66 103 89 177 51 293 128 110 98 1282 263 218 internal_value=-0.00015116 -0.000293903 -0.000197852 -0.000316297 0.00433427 0.00541467 -0.000779119 -0.000657851 -0.000545719 -0.000655272 -0.000448745 0.00709386 -0.000710278 -0.000867188 -0.000567433 -0.000687484 -0.00291659 0.000210612 -0.00368284 -0.00299867 0.00715209 0.0115756 -0.00398694 -0.00459511 -0.00402489 -0.00314095 -0.00198061 -0.00322311 -0.00431469 -0.00278703 internal_weight=2034.88 2025.52 2015.74 2005.33 181.506 173.041 1823.83 1812.16 1800.69 1790.26 1752.79 58.7396 1694.05 1676.62 1624.2 1613.94 463.506 1150.44 448.144 431.679 38.299 54.0046 393.38 379.368 368.778 345.503 311.446 297.946 276.878 249.057 internal_count=11435 10933 10880 10800 1329 1266 9471 9412 9296 9209 8824 375 8449 8366 8146 8094 2887 5207 2798 2701 192 246 2509 2443 2392 2264 1971 1861 1763 1500 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=5 16 12 1 1 5 7 11 16 15 19 16 23 15 1 1 26 23 24 24 19 2 1 21 28 20 11 14 8 11 split_gain=9.66012 4.00737 5.75003 5.21431 7.2283 4.47006 5.36914 4.47995 4.48817 5.62264 8.73815 7.58059 6.50024 4.48643 3.85436 6.99906 3.66991 3.63532 4.46521 4.57018 3.43279 3.54628 8.8393 7.12334 6.51538 8.30291 7.67437 6.66451 6.01872 6.56087 threshold=92.833332061767592 54.451942443847663 49.194913864135749 -34.499999999999993 -20.499999999999996 61.166666030883796 60.041666030883796 63.500000000000007 1.3300266265869143 0.30860807001590734 7153.4914550781259 3.882880806922913 2.0934998989105229 0.042109929025173194 49.500000000000007 43.500000000000007 0.027749378234148029 1.7536666393280032 0.75443771481513988 0.43766511976718908 2767.001342773438 71242.054687500015 10.500000000000002 51892.304687500007 1.4779777526855471 19425.040039062504 1.8333333134651186 5.4851727485656747 0.56253641843795787 2.8333333730697636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 14 8 13 10 12 -11 -10 -7 15 16 -6 -13 19 -19 -18 23 28 -22 26 -26 -25 -27 -23 -30 right_child=-2 -3 -4 4 5 7 -8 -9 9 11 -12 17 -14 -15 -16 -17 20 18 -20 -21 21 22 -24 24 25 27 -28 -29 29 -31 leaf_value=-0.022564777870230913 0.030704690192082874 -0.019399849191128464 0.022152583320197535 0.02024246315316099 0.012943817979125763 -0.02357852471169963 -0.021478195573818613 -0.017046515243299715 0.017236908889437682 -0.018921266712097005 0.027155633401822622 0.019740103341054777 -0.017646694273442339 0.0039655804072602149 0.014971173504031321 -0.022369009551855366 -0.0085927400046297547 0.0033604703421848533 0.020043255385687148 -0.021031181333972596 -0.00063456872229500393 0.010558614539344148 -0.026302928042242914 0.0053001964323798481 0.016101510083654375 -0.011969374683332994 -0.0217449173939562 0.0078218117148343251 -0.0037492492211083053 0.0092376510882631463 leaf_weight=9.4284052625298482 9.0933286361396295 9.8235857188701612 10.31164733879268 15.443616963922976 17.715621709823608 9.1011778265237826 11.243930853903292 8.5491211060434562 10.040820956230165 12.275902556255458 26.173364026471972 14.905388273298739 9.2242231667041761 12.817498451098798 14.045702673494814 13.445372194051741 49.183867402374744 56.500106798484921 12.388754740357397 7.8773033712059251 969.16150159388781 32.560882907360792 13.746864240616558 25.253608226776123 71.034782417118549 22.341615431010723 15.082768201828001 48.677204795181751 457.88565605320036 37.908553071320057 leaf_count=44 502 53 80 78 85 50 56 63 48 79 298 73 53 75 95 61 207 340 175 67 4397 205 75 107 322 132 62 219 3161 173 internal_value=-0.000146908 -0.000285507 -0.000192289 -0.000307264 -0.000202053 -0.000361585 -0.000812349 0.00414793 0.00520566 0.00706571 0.0158687 0.00321766 0.000534422 -0.00747141 -0.000682394 -0.000806331 -0.000641657 0.00618232 0.00354986 0.000375876 -0.000779751 -0.000552861 -0.00255363 0.000389016 0.00582802 0.00884945 -0.00481264 0.00159576 -0.00193571 -0.00275627 internal_weight=2033.24 2024.15 2014.33 2004.01 1994.59 1979.14 1799.29 179.854 171.305 149.386 45.4384 103.947 19.265 21.9187 1788.04 1774 1760.55 91.6716 76.7662 64.3774 1742.84 1693.65 542.102 1151.55 182.39 142.054 40.3364 71.0188 528.355 495.794 internal_count=11435 10933 10880 10800 10756 10678 9357 1321 1258 1133 399 734 101 125 9301 9206 9145 655 582 407 9060 8853 3614 5239 842 673 169 351 3539 3334 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=7 28 26 2 28 21 28 9 18 17 7 11 5 17 15 16 13 21 14 20 24 19 21 5 2 22 3 26 28 18 split_gain=7.00209 3.50243 3.20098 3.55921 4.71383 7.0699 9.7834 7.0402 4.74927 4.5022 6.61877 4.57224 6.30548 3.8838 3.26982 2.83565 5.30336 6.48669 12.034 7.63963 7.50445 5.94495 5.86132 9.05831 5.58433 5.47996 5.5602 4.84172 8.13148 4.63481 threshold=84.071430206298842 1.7288729548454287 0.027749378234148029 2884.307250976563 0.14909505844116214 3762.050903320313 2.7015986442565922 50.56439399719239 72.410339355468764 3268.6691894531255 52.522727966308601 1.0000000180025095e-35 45.166666030883796 3462.3461914062505 0.50581395626068126 4.0626900196075448 4.9583332538604745 32798.607421875007 14.500308036804201 2146.883422851563 0.094880528748035445 11483.958984375002 99409.074218750015 38.166666030883796 12839.626464843752 1124.2163696289065 1.1054999828338625 0.11334807053208353 0.3365923166275025 896.90469360351574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 8 7 -7 -6 -4 10 11 -5 -13 14 -11 -15 22 18 29 21 -19 -20 25 -24 -21 27 -27 -17 -29 -18 right_child=1 -3 3 9 5 6 -8 -9 -10 13 -12 12 -14 15 -16 16 17 20 19 24 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.012133100922112193 -0.0026436053161766537 0.025184890920905569 0.018448575981196539 0.029956360386399969 -0.028369552551231941 0.017698629488618795 -0.014083419291630156 -0.0009759433834146587 -0.0051678124663490557 0.00015715113416577768 -0.0054955909387310129 -0.0037018583566819727 0.024642732600055135 -0.0011824861746883878 -0.021175647263024632 0.024620351598365533 -0.03452374118364282 0.027561743180063773 -0.0070101112706508406 0.00036420372002768213 -0.00075222906234956701 0.020999864572193182 -0.024903419132619599 0.016929593756405761 -0.030849805662386424 -0.017443273504167051 0.0029762772470627334 -0.0094643782688777333 0.023877914123916714 -0.011613997100134353 leaf_weight=18.409743689000607 5.646009515970948 14.585247337818144 12.259104534983633 12.495707452297209 24.879712611436844 15.288771033287047 20.27965834736824 12.781316235661505 20.444794178009033 11.483293369412424 22.246260158717632 16.758065387606624 12.210009709000586 1105.6829609964043 14.801768600940703 19.516535684466362 17.000421032309536 9.4527612626552564 11.289444461464884 11.199703916907312 77.471967030316591 17.224802166223526 15.511148395016791 6.6582805756479493 9.5629207566380483 12.336198940873144 442.5231887307018 15.197234332561495 11.613612562417982 14.924787584692238 leaf_count=89 66 651 51 52 107 68 84 64 83 49 98 68 56 6073 64 85 74 44 56 57 467 87 156 53 56 53 2332 67 55 70 internal_value=-0.000142365 0.0174187 -0.000318991 -0.000434008 -0.00578485 -0.010014 -0.00042219 -0.0190728 0.00368483 -0.000133645 0.00770556 0.0147883 0.00824535 -0.000407541 -0.0118559 -0.0002401 0.00126678 -0.00336861 -0.00946542 -0.000169593 0.00232682 0.00991007 0.00275589 -0.0123395 -0.0140125 0.00342361 0.00242248 0.0132531 0.00497845 -0.0238136 internal_weight=2031.74 20.2313 2011.5 1993.09 105.933 73.2295 35.5684 37.661 32.7039 1887.16 63.71 41.4638 28.9681 1823.45 26.2851 1797.17 691.483 168.127 81.2021 49.2769 86.9247 28.5142 523.356 22.1694 20.7626 501.187 454.859 46.3274 26.8108 31.9252 internal_count=11435 717 10718 10629 457 323 152 171 134 10172 274 176 124 9898 113 9785 3712 911 400 256 511 143 2801 209 113 2592 2385 207 122 144 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=5 16 16 21 16 21 21 26 28 5 9 28 20 12 11 2 28 26 28 10 27 28 20 28 11 15 11 15 10 9 split_gain=7.69874 6.00388 3.18959 6.67032 5.41917 6.98474 7.74038 7.284 6.90988 5.27149 7.56182 5.43895 5.01952 4.99672 4.8078 4.78718 6.05627 8.11776 6.87666 6.79587 5.20109 6.58069 8.92665 5.07645 4.66472 4.87541 5.46555 5.36607 10.6806 8.42613 threshold=92.833332061767592 53.720615386962898 4.9843621253967294 77933.558593750015 5.7485544681549081 3406.4633789062505 3059.9118652343755 0.039473297074437148 0.38519963622093206 31.833333015441898 22.010416984558109 4.1130554676055917 16187.950195312502 7.1528506278991708 -1.0000000180025095e-35 3252.7963867187505 0.11198899522423746 0.10288248211145402 0.11856568977236749 1.8300139904022219 1.2403613924980166 0.072818562388420119 138.22486114501956 0.13931005448102954 -5.4999999999999991 11.708333492279055 18.166666984558109 4.8875000476837167 1.1976472139358523 47.044643402099616 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 8 6 -6 -7 -4 10 11 -5 14 15 -13 -1 17 19 -18 20 -17 22 -22 -20 -9 27 -27 28 -26 -30 right_child=-2 -3 3 9 5 7 -8 24 -10 -11 -12 12 -14 -15 -16 16 18 -19 23 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0053893988933435572 0.027339092799659209 -0.023784866705699261 0.027420248453875494 0.03028497858500076 -0.0029416300819294296 0.022904548696266815 -0.034915535318353515 0.013024360846548623 0.0031589247286005991 0.021333676421201247 -0.020466642549347904 -0.023637360664022701 0.016627977931311679 -0.017830537895858034 0.0059322688413465984 0.011730783782667412 0.023223703002149126 -0.029755391025324134 -0.015020343476419541 -0.02529234754159277 0.0094154835048458549 0.004636820047406019 -0.020762108552010945 -0.00074079732947446872 0.01863259749593299 0.01761052582110879 -0.008126350607643263 -0.0071663226030427452 -0.0036936605785320323 0.0084956128920521106 leaf_weight=97.341078594326973 9.0082126380875689 9.8805028088390809 13.926095545291899 9.000117287039755 18.119720427319411 12.355629622936247 10.921286161988972 22.346372988075018 43.780145587399602 23.668558415025473 9.1697433516383153 8.0556989535689336 16.600805930793285 16.091892836615443 12.831273254007103 18.93555448949337 10.611793935298918 13.510697215795515 22.89461125433445 13.234988301992415 11.861188173294066 32.161901950836182 34.428492799401283 1050.9349602498114 25.946003161370754 24.491808209568262 10.657685685902832 123.13770680502057 266.44125888124108 63.134873658418655 leaf_count=419 524 70 59 47 85 62 48 112 222 250 57 109 83 101 87 77 49 62 105 54 51 146 151 5974 109 136 66 569 1262 387 internal_value=-0.000334019 -0.000455831 -0.00034265 0.00127218 0.000247941 -0.000627906 -0.0149659 0.00013122 0.00901385 0.00947446 0.0044313 0.00934242 0.0043145 -0.00121551 -0.00547216 -0.00101078 -0.00152626 -0.00780319 -0.000807761 -0.00512208 -0.00238092 -0.00578701 -0.0130295 -0.00104524 -0.000393588 -0.000977156 0.00980684 -0.00176906 0.000100324 -0.00135864 internal_weight=2055.48 2046.47 2036.59 714.585 635.259 577.552 29.041 548.511 57.7062 79.3262 55.6576 46.4879 37.4878 1322.01 20.887 1305.92 1208.57 124.133 1084.44 110.622 97.3871 78.4516 46.2897 1073.83 536.156 513.809 35.1495 478.66 355.522 329.576 internal_count=11533 11009 10939 3750 3117 2836 133 2703 281 633 383 326 279 7189 196 7088 6669 541 6128 479 425 348 202 6079 2641 2529 202 2327 1758 1649 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=5 16 24 28 15 13 16 24 3 21 25 28 13 6 28 28 28 28 22 13 23 20 12 20 28 15 8 8 20 22 split_gain=7.43645 5.60681 3.18707 3.6148 5.18472 4.20477 2.94034 2.54093 2.9428 2.49295 2.47494 2.5265 4.33169 4.54797 6.04204 4.41797 4.31839 4.97521 4.84313 4.08786 3.65152 3.48201 6.30289 6.71914 6.26456 6.73157 5.40147 6.56413 4.31794 4.27627 threshold=92.833332061767592 53.720615386962898 32.873748779296882 31.07130336761475 -0.26201373338699335 -1.0000000180025095e-35 39.84407043457032 39.452365875244148 14.476500034332277 73938.152343750015 1.041541635990143 26.113766670227054 3.6833333969116215 2.2153606414794926 31.821305274963382 36.832273483276374 24.428899765014652 23.003502845764164 41028.876953125007 0.13392857462167743 30.805500030517582 30016.382812500004 3.0275251865386967 33099.046875000007 11.790375709533693 3.2583333253860478 17.31514930725098 15.925013542175295 22459.650390625004 10739.996093750002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -4 -5 10 -7 -9 -6 -1 16 13 14 19 -16 17 18 21 -13 -18 24 -23 -24 26 28 27 29 -26 -12 right_child=-2 -3 3 5 9 7 -8 8 -10 -11 11 12 -14 -15 15 -17 20 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.010727783825233112 0.027233464961860111 -0.022907310076870087 0.0093202522293169745 -0.024211348758015012 -0.010573831548284306 -0.0071641449561744642 0.01365667823401771 0.00068203421462720802 0.02496759563549162 -0.033890077433488541 -0.00078728293263222572 -0.00040308331081419783 -0.012451532649973359 0.021064529297142098 -0.013766549049088904 0.010541142590061559 -0.030217660159740915 0.017608017610892306 -0.019190823631067611 0.018759720954974878 -0.0024385615071669153 0.022529081565239698 0.019160384803183252 -0.011705004417901826 -0.0077730444708369343 0.012032867169483954 -0.011172847716698584 0.019816580433330191 -0.025161707190851978 0.003510056432067879 leaf_weight=18.408733859658241 8.7753782784566265 9.9501584433019143 5.3004314731806543 6.1844890154898158 6.8556999824941185 13.581845402717589 13.838824663311241 11.960527859628202 7.1902254633605471 10.369093915447591 1348.2898458689451 16.900114465504885 12.247560307383536 16.001326590776443 22.231372088193897 9.6506699696183187 8.0886797830462474 13.646929185837505 12.489572474732993 24.606304034590721 8.9942484535276872 16.529912389814854 9.7879756204783934 18.059462752193213 74.28248193487525 13.372349707409738 39.452900292351842 14.998608237132428 15.541488155722616 246.5078535862267 leaf_count=81 524 70 69 88 62 107 99 67 75 151 6764 137 55 92 136 51 45 77 65 141 72 86 49 99 496 76 225 78 86 1310 internal_value=-0.000324147 -0.000442382 -0.00033256 -0.00706119 -0.0166258 -0.00152522 -0.000123118 0.0027611 0.00980014 -0.0246099 -0.000220408 -0.000324205 0.00428026 0.00657274 0.003413 -0.00640863 -0.00057854 -0.000437851 -0.000573963 0.0109572 -0.0155918 -0.000444559 0.00785444 -0.000856262 -0.000654715 -0.00782531 -0.000206039 6.27359e-05 -0.0107817 -0.000123043 internal_weight=2054.1 2045.32 2035.37 61.4423 22.5252 38.9171 1973.93 32.7326 19.1508 17.2248 1960.09 1941.68 101.637 89.3898 73.3885 31.882 1840.04 1822.96 1809.31 41.5064 17.0829 1796.82 44.3774 27.8474 1752.45 103.196 1649.25 1609.8 89.824 1594.8 internal_count=11533 11009 10939 619 282 337 10320 249 142 213 10221 10140 612 557 465 187 9528 9411 9334 278 117 9269 234 148 9035 658 8377 8152 582 8074 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=16 0 24 0 13 20 28 13 28 16 25 23 23 17 13 10 21 13 25 27 22 13 19 21 26 12 16 11 7 14 split_gain=7.05285 8.94032 3.014 3.13676 3.57764 2.82806 2.78698 4.79095 4.12686 2.61769 8.03814 5.20842 9.06777 8.28781 6.15651 9.61647 8.89884 10.069 6.80734 7.32755 7.59116 10.1283 5.81511 7.1023 11.3694 5.39294 8.24353 6.09416 5.09742 5.03247 threshold=54.451942443847663 94.500000000000014 32.873748779296882 1.5000000000000002 -0.17424242943525312 25747.368164062504 36.163852691650398 -1.0000000180025095e-35 30.463106155395511 4.9843621253967294 40.193166732788093 1.1293333172798159 1.3268333673477175 3619.1040039062505 3.6181818246841435 1.1976472139358523 77933.558593750015 11.09999990463257 21.50233364105225 16.811041831970218 35447.912109375007 3.2613636255264287 5275.5400390625009 32798.607421875007 0.13745581358671191 4.2029862403869638 5.4124972820281991 -0.83333334326744068 23.591667175292972 18.24818325042725 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 -4 -3 7 -5 -9 -1 11 -11 -13 -14 15 -15 17 22 19 20 21 25 -16 24 -24 26 -17 -28 -25 -19 right_child=-2 5 3 6 -6 -7 -8 8 -10 10 -12 12 13 14 16 18 -18 29 -20 -21 -22 -23 23 28 -26 -27 27 -29 -30 -31 leaf_value=-0.00093866180562893339 -0.027015082007331822 0.031068860022155993 -0.029612693247874796 0.014961947814039395 -0.0057991254489223546 -0.021108896901254538 0.0086964715412666798 -0.03366019337296642 -0.0031156929645856026 -0.0097385646895204545 0.027064188458183584 0.012417191122780143 -0.015219834884788605 0.023861942045152806 0.014082503859039038 0.019535958614439058 0.020641276059151056 0.028310018561990592 -0.013103565968732628 0.020298589476264638 -0.022583410847666581 0.034128866519645036 0.0028744822441639367 -0.0076636531865824408 -0.023440196466509362 0.0073628517779898107 -0.022522780226934221 -0.0016412586548161094 0.010620073154322602 0.0026461700732083129 leaf_weight=1292.3022826109082 8.8652860298752767 10.327988835982977 9.5921678859740496 5.8832477051764753 13.914219636470079 1.0279385447502125 14.587738901376722 7.1546704210341003 8.9748911969363672 38.686366587877274 10.77606715634465 62.820523723959923 28.990559823811054 20.002802528440952 10.063060650601981 15.136494833976029 13.382373977452515 9.8868315368890745 23.550122302025557 22.036081209778786 10.591603090986608 9.2659237720072252 20.575508743524551 49.16973789036274 52.433784067630768 106.63739586994052 14.03684047795832 121.0786303896457 19.036654131487012 22.586664546281099 leaf_count=6876 52 526 160 65 160 19 98 66 60 165 63 289 132 86 50 76 95 46 131 109 56 49 92 206 252 595 86 634 97 142 internal_value=-0.000314694 -0.000198917 -0.000347179 -0.00696499 -0.0155166 0.0263457 -0.00147276 -0.00821184 -0.0166645 -0.000145574 0.00136 0.000946561 0.00160137 0.000406115 0.00124584 0.00367782 -0.00297744 -0.00469755 0.00242526 0.00364925 0.00232354 0.00331471 -0.00795122 -0.00952135 -0.0160242 0.00220325 -0.00145864 -0.00381059 -0.0025606 0.0104597 internal_weight=2053.37 2044.51 2033.15 60.1069 23.5064 11.3559 36.6005 22.0128 16.1296 1973.05 680.744 669.968 631.282 568.461 539.471 342.336 197.135 183.752 322.333 298.783 276.747 266.155 151.279 141.216 73.0093 256.889 150.252 135.115 68.2064 32.4735 internal_count=11533 11481 10936 609 320 545 289 191 126 10327 3451 3388 3223 2934 2802 1822 980 885 1736 1605 1496 1440 697 647 344 1391 796 720 303 188 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=16 0 20 24 0 24 1 16 25 8 23 23 17 0 16 10 11 1 22 12 12 21 28 12 26 14 21 5 15 22 split_gain=6.59077 8.63051 2.9057 2.8563 3.01082 2.72313 3.68317 2.46394 7.4737 6.32117 5.37939 7.39041 7.93267 4.75732 4.66496 6.11806 4.73619 5.15413 5.96402 4.79533 6.30548 5.54932 4.25308 5.46562 4.90059 10.2907 5.13719 5.38576 8.27711 4.91769 threshold=54.451942443847663 94.500000000000014 26619.880859375004 32.873748779296882 1.5000000000000002 39.452365875244148 4.5000000000000009 4.9843621253967294 40.193166732788093 0.56253641843795787 1.1293333172798159 1.3268333673477175 3619.1040039062505 57.500000000000007 5.5842595100402841 7.669445514678956 -3.8333333730697627 14.500000000000002 3302.856323242188 31.762135505676273 22.267290115356449 21367.070312500004 0.11856568977236749 6.7325937747955331 0.09723310545086862 1.6763248443603518 19470.491210937504 64.833332061767592 6.2361111640930185 35447.912109375007 decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 -1 9 -9 -11 -12 13 -13 15 -14 -16 22 -19 20 21 -20 23 -18 -24 -26 -27 29 -29 -28 right_child=-2 2 -4 4 5 6 -8 8 -10 10 11 12 14 -15 16 -17 17 18 19 -21 -22 -23 24 -25 25 26 27 28 -30 -31 leaf_value=-0.00091070033068010533 -0.026032170679760953 0.031043716483166166 -0.02273459566819087 -0.015249181132026829 -0.014036340549516154 0.018948686479824207 -0.0046756036718517743 0.017507004797606491 0.025972610850702873 -0.010559276193735517 0.011034439156576759 -0.026258755565093401 0.018216224130195142 -0.00099539316532156678 0.011012844336459568 -0.008442512532654 0.019670745201747625 0.025424102705234947 0.025832962083778541 0.019760713406763965 -0.019628748297751401 -0.0032744485973977204 -0.023377189045415758 -0.0055335313364460502 0.020058008372445625 -0.0088251538529302478 -0.00050257081802161175 0.024894391257501612 -0.0092079833781053642 -0.013361499062277873 leaf_weight=1292.0250430852175 8.9231138303875905 10.080334147438403 0.99333412945270616 23.208356807008386 10.849255569279192 9.3160990765318292 16.386903362348676 20.055646546185017 10.890306230634449 37.911027491092682 60.555520370602608 16.037584185600284 28.003413710743189 11.53241343051195 32.874766822904348 10.711295969784258 17.471409156918529 12.779736172407864 8.570857999846341 11.351546004414557 12.88066412322223 18.880643852055073 10.335001915693281 13.907150506973265 17.418354969471693 111.85183623060584 157.20217594131827 16.47991214692593 10.47820223122835 32.259462185204029 leaf_count=6876 52 527 18 320 96 95 98 90 63 161 278 69 140 57 175 56 79 74 42 63 66 100 45 68 92 563 750 168 100 152 internal_value=-0.000305423 -0.000193074 0.0262197 -0.000336998 -0.00679851 -0.00143287 0.00388706 -0.000141231 0.00131985 0.000918865 0.000406641 0.0010864 -6.84717e-06 -0.0156912 0.000819234 0.0108405 1.88701e-05 -0.000780977 0.00707352 0.00253601 -0.00231191 0.00581341 -0.00208796 0.00850007 -0.00302114 -0.00241256 -0.00360487 -0.000906875 0.0116393 -0.00269205 internal_weight=2052.22 2043.3 11.0737 2032.22 59.7606 36.5523 25.703 1972.46 680.439 669.549 649.493 611.582 551.026 27.57 523.456 38.7147 484.742 451.867 64.4634 51.6837 40.3322 27.4515 387.404 31.3786 356.025 345.69 328.272 216.42 26.9581 189.462 internal_count=11533 11481 545 10936 609 289 193 10327 3451 3388 3298 3137 2859 126 2733 196 2537 2362 345 271 208 142 2017 147 1870 1825 1733 1170 268 902 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=16 0 2 24 26 13 23 27 28 28 28 28 22 23 20 28 6 13 14 14 7 20 16 10 25 16 16 13 6 20 split_gain=6.1616 8.33147 2.89576 2.70299 2.96041 2.92326 2.80357 3.59245 2.613 2.42244 4.19114 4.56905 5.31373 3.50846 3.27347 5.65147 5.52822 5.07596 5.00199 8.99327 4.5747 4.46338 4.44219 5.75389 6.85812 3.34291 3.19835 4.87794 3.06333 7.56852 threshold=54.451942443847663 94.500000000000014 94004.078125000015 32.873748779296882 31.188351631164554 -0.087121214717626558 36.53016662597657 58.564802169799812 21.80732345581055 26.113766670227054 24.428899765014652 23.003502845764164 41028.876953125007 30.805500030517582 30016.382812500004 11.790375709533693 1.4708693623542788 3.6833333969116215 5.134183645248414 8.2652974128723162 4.5227272510528573 33099.046875000007 1.8815646767616274 7.8254957199096689 12.393791675567629 1.0175249576568606 12.687832832336428 2.174242496490479 0.85355338454246532 23258.301757812504 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -6 -7 -8 -5 10 11 12 14 -12 15 -1 -16 18 20 -20 25 -18 -22 24 -24 -17 27 28 -11 -30 right_child=-2 2 -4 4 5 6 7 -9 -10 26 13 -13 -14 -15 16 17 21 -19 19 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.7365566717099329e-05 -0.025095214298599844 -0.02279446252470348 0.031030729599419153 -0.0061481026342646468 -0.019272526620733098 -0.015886094336529554 0.016393484147399769 -0.0052413151098825699 -0.029339678167374161 -0.00012331982807085016 -0.029680136866181643 0.01703777924267582 -0.018891829982526198 -0.0023537975621862077 0.021043070243016927 -0.00237432443080752 0.015189464471047302 0.011343453593209965 -0.042996462070929102 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0.0260941 -0.000327023 -0.00662833 -0.00229442 0.00140354 0.00564473 -0.0169653 -0.000136964 -0.000385425 -0.000249325 -0.000377867 -0.0152259 -0.000237244 -0.000438343 0.00779876 -0.00723161 -0.00960132 -0.0193248 -0.00457126 -0.000641615 0.00163776 -0.00388278 -0.0152396 -0.0155024 0.00431317 0.00154002 0.00510739 0.0130984 internal_weight=2051.05 2042.08 10.7985 2031.28 59.4732 41.9043 34.4096 27.6315 17.5689 1971.8 1867.54 1850.56 1836.91 16.9713 1823.06 1778.55 44.5079 103.785 92.0426 31.3809 60.6617 27.184 38.6871 29.8763 17.1299 21.9746 104.269 81.5513 65.9587 26.0942 internal_count=11533 11481 545 10936 609 368 263 229 241 10327 9702 9585 9508 117 9438 9204 234 658 596 162 434 145 245 184 118 189 625 515 444 153 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=18 16 0 14 10 11 14 14 12 14 20 26 14 15 10 10 16 16 28 22 16 17 0 16 16 10 25 11 6 15 split_gain=4.95532 4.71528 9.61857 5.89354 7.06871 4.65828 7.82635 5.96981 5.2071 10.1599 8.34121 6.32982 5.55818 8.38883 4.9328 11.397 10.0242 4.6951 5.23047 7.52847 6.21858 4.61644 4.99553 4.53308 7.77225 6.3961 6.34222 5.73438 5.84836 6.41496 threshold=54706.455078125007 54.451942443847663 88.500000000000014 29.478786468505863 22.754834175109867 -0.83333334326744068 1.4394283890724184 1.7360509037971499 4.2029862403869638 2.8771557807922368 16918.939453125004 15.036984920501711 6.5460517406463632 -0.16843971610069272 1.0012300014495852 1.0924999713897707 1.7435150146484377 1.1348375082015993 0.28162480890750891 181.60996246337893 1.0899539589881899 5697.3854980468759 38.500000000000007 10.642038822174074 10.23700523376465 22.754834175109867 8.4893331527709979 11.416666507720949 1.0773502588272097 0.60208335518836986 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 -1 -8 9 21 -11 12 13 -10 17 16 -16 18 19 -7 -20 -9 -23 24 -17 27 -27 28 29 -25 right_child=-2 -3 -4 4 -6 14 7 8 11 10 -12 -13 -14 -15 15 23 -18 -19 20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.027561189635490247 -0.022350653982299209 -0.021319501699198402 0.021654738281478632 0.021695678023177151 -0.0037006636810895028 0.01114963697567279 0.02173709457807424 -0.019914316716282323 -0.027458556854424991 -0.030851354058559849 0.0039332780082413869 -0.019102140379108068 0.01303981993269099 0.0077375358563867066 0.0062679841610818023 0.0010521087887809405 0.042320051742452826 -0.0062994851417768408 0.0030430530370006946 -0.011737461532162803 0.028000941084049848 -0.0028960242499503756 0.019661447647957488 0.010459461025262597 0.02326744044399193 -0.003746339446468142 0.029659268399684437 0.007854980871210622 -0.012050222046812937 -0.0068833895519875097 leaf_weight=12.415457045659421 8.9118157178163511 9.2350520119070989 18.575147870928049 24.005725994706154 16.743400562554598 18.568597033619881 8.4007159341126663 11.850288197398184 9.5000751055777091 24.77310049906373 8.2774095833301526 10.864966636523603 37.804065302014351 17.002875674515963 19.326999966055158 1184.5949751120061 10.831000640988348 181.24274058640003 47.859031483530998 42.634800210595131 11.06171480193734 63.00383610650897 10.276999570429323 28.441076636314392 14.345356270670889 10.38180632889271 10.08252928406 27.660763218998909 93.029029563069344 59.047138832509518 leaf_count=86 46 54 820 139 87 80 63 52 60 161 60 130 204 103 109 6056 49 977 307 213 69 383 61 141 69 58 55 132 465 272 internal_value=-2.88943e-05 6.85314e-05 0.000165707 -3.24839e-05 0.0112606 -0.000265691 -0.0044431 -0.00302047 -0.00409613 -0.00802254 -0.0221396 0.00207679 0.00565506 -0.00487863 0.000242905 0.000965225 0.0192158 -0.00325102 0.00134848 -0.00479371 0.00772862 -0.00254185 0.000267465 0.000579677 0.00131792 -0.00329145 0.0127122 -0.00486464 -0.00681368 -0.00124549 internal_weight=2050.75 2041.84 2032.6 2014.03 40.7491 1973.28 214.17 201.754 193.354 118.182 33.0505 75.172 64.307 26.503 1759.11 1457.74 30.158 301.367 120.124 61.2034 58.9207 85.1311 73.2808 1427.58 1198.94 228.642 20.4643 208.178 180.517 87.4882 internal_count=11561 11515 11461 10641 226 10415 1363 1277 1214 717 221 497 367 163 9052 7406 158 1646 669 293 376 496 444 7248 6125 1123 113 1010 878 413 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=9 14 11 5 14 15 22 28 22 2 16 14 26 22 9 7 20 26 28 22 20 12 13 7 15 9 22 24 15 11 split_gain=6.24793 4.70784 7.02258 6.59263 5.62949 6.2368 5.98882 5.75634 7.91493 6.03019 7.42963 5.73269 5.25375 5.05109 4.827 7.6806 4.66855 3.97142 3.93669 7.55486 5.0399 3.89402 3.874 3.86114 3.83069 3.13953 9.31412 5.52063 4.34417 6.6778 threshold=79.072917938232436 1.3450202941894533 -0.83333334326744068 72.166667938232436 1.1040711998939516 1.2025641202926638 10091.520996093752 0.31719067692756658 181.60996246337893 16394.458007812504 3.0608289241790776 1.0492792129516604 0.042107377201318748 3755.991821289063 3.5067567825317387 2.4083334207534794 10585.114746093752 0.13442097604274753 0.39110080897808081 555.12161254882824 1074.6983032226565 37.204372406005866 0.31666667759418493 77.541667938232436 0.67028987407684337 51.57948303222657 299.34614562988287 49.800859451293952 -0.85300928354263295 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 6 18 8 -4 10 -9 13 -10 14 15 -11 -15 -14 19 -6 22 -2 -20 25 -25 27 -27 -3 -28 -30 right_child=21 23 3 -5 5 -7 -8 9 12 11 -12 -13 17 16 -16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 28 -29 29 -31 leaf_value=-0.028182409174557704 0.017492616144418466 0.00028180196388616043 0.010043513445895703 -0.025930801255273323 -0.011698292190640083 -0.029217705248054116 0.0085384891415124405 0.034761441661400008 -0.027036054476236332 -0.021170560868931199 0.0044505824558694071 0.017011207467940236 -0.00090039941693634935 0.016847037034420788 -0.019336468151298164 0.016107105218411182 -0.0065132292111317637 -0.018669142379722208 -0.01709279883767811 0.010439712220440203 -0.030722204828432634 -0.020755757122849768 0.0028921374855643196 0.0022571437630517261 -0.035325429627821175 0.020175815042073251 0.020137511351276519 -0.017975024424622451 -0.011008090003996714 0.0035752376138878115 leaf_weight=9.9013856910169107 25.784299370832745 1420.4849329534918 25.307492986321449 10.566165141761301 33.759274303913116 10.148656010627745 24.570650588721037 12.571710072457792 12.643412470817564 8.2843790128827113 17.284198075532913 17.626128427684307 42.090719819068909 18.213356763124469 20.418703611940145 12.450153633952139 13.338350534439085 15.485818341374396 20.333775211125612 23.553021222352982 12.394939363002775 2.6409706324338904 15.296860285103319 4.4707393143326026 5.3760187048465014 27.917971003800631 10.557364355772732 15.064765386283396 36.528697023168206 124.83207203820348 leaf_count=71 770 7239 108 60 152 45 134 61 52 65 78 118 202 100 151 87 74 80 180 102 69 50 97 45 62 184 69 149 189 718 internal_value=-2.807e-05 -0.00022447 -0.00325194 -0.00257812 -0.00188456 -0.00656792 -0.00479848 0.00115621 -0.00434071 0.00552529 0.0172139 0.00166202 -0.00952483 -0.00205913 -0.00898288 0.001213 0.00697158 -0.00567949 -0.0079094 -0.00260047 -0.0142449 0.013939 -0.00851291 0.000467865 -0.0182618 0.000580637 0.00410366 9.02135e-05 0.00149369 0.000273878 internal_weight=2049.9 2021.47 376.239 366.338 355.772 140.057 129.909 215.714 95.5274 120.187 29.8559 90.3311 70.22 72.7049 41.1532 20.7345 31.5517 57.5765 105.338 57.3123 48.0256 28.4253 35.6306 1645.23 9.84676 1635.39 199.836 1435.55 171.918 161.361 internal_count=11561 10741 2086 2015 1955 779 734 1176 442 734 139 595 334 477 303 152 174 282 600 254 346 820 277 8655 107 8548 1160 7388 976 907 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=9 18 22 1 25 22 10 10 13 7 23 22 11 21 20 17 3 11 7 12 10 21 13 5 22 7 10 10 15 5 split_gain=5.95237 4.43763 4.32294 7.3551 8.22639 8.7499 7.21639 6.1647 10.6009 7.68644 6.87552 4.71663 4.70602 4.42816 5.65794 4.89418 5.48435 4.04426 6.00426 5.52413 6.84404 6.0398 5.1569 5.77786 5.6985 5.67339 4.87241 11.068 5.03103 6.18971 threshold=79.072917938232436 52521.531250000007 27644.553710937504 -1.4999999999999998 10.681666374206545 32313.097656250004 19.591880798339847 9.6417984962463397 1.0416666865348818 27.041666984558109 1.5128332972526553 22043.571289062504 -0.58333334326744068 26663.561523437504 22846.892578125004 30034.154296875004 3.2575000524520878 -0.83333334326744068 77.541667938232436 5.9297325611114511 11.323723793029787 7333.9201660156259 0.15476191043853763 59.583333969116218 10091.520996093752 1.055555582046509 1.0012300014495852 1.0924999713897707 -0.29814815521240229 34.166666030883796 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -6 -7 -5 -9 -10 -11 17 -4 14 -13 -15 -17 19 26 20 22 -21 23 24 25 -1 -19 -28 29 -29 right_child=-2 -3 3 4 5 6 -8 8 9 10 -12 13 -14 15 -16 16 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0051533449064769645 0.013688976449523382 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9.8904483448714 8.418853856623171 8.9543329253792745 34.920216174796224 12.900411689653991 8.3981601670384389 16.068949341773987 73.357637753710151 28.968470543622971 30.801040317863226 1190.0283489413559 13.704937987029551 leaf_count=119 820 69 74 83 138 209 82 102 41 44 75 48 60 100 57 77 234 1614 90 39 56 235 70 47 98 479 149 193 5979 80 internal_value=-2.73552e-05 -0.000217971 -0.000105152 0.00457537 0.00687023 0.0134366 0.00658248 -0.000937138 0.0038987 -0.00673803 0.00295485 -0.000519127 -0.0131032 -0.00725354 0.00539161 -0.0107916 -0.00584595 -0.000177441 0.000316859 -0.00437153 -0.007237 0.00500172 -0.00552546 -0.00358651 -0.00539369 -0.00817631 0.000464519 0.00127749 0.000847385 0.0107504 internal_weight=2048.97 2020.89 2007.96 163.165 144.418 78.4434 53.4368 65.9746 51.6202 32.0197 22.3155 1844.79 18.747 89.0801 19.475 69.6051 50.2017 1755.71 1570.61 185.106 141.767 43.3391 132.812 119.912 111.514 95.4448 1560.72 1263.5 1234.53 44.506 internal_count=11561 10741 10672 908 774 429 291 345 262 160 119 9764 134 516 105 411 311 9248 8105 1143 869 274 813 743 696 598 8015 6401 6252 273 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=9 14 11 14 28 22 15 7 22 8 2 16 14 26 18 22 18 25 10 1 11 11 14 10 27 18 18 25 28 15 split_gain=5.66584 4.3693 6.62718 6.12772 5.73725 7.91708 5.01095 6.10972 6.68735 4.94482 4.93505 6.62624 5.4603 4.6277 4.53472 4.48283 6.45212 9.45624 5.07629 4.02819 5.86421 5.85048 9.61863 6.39806 5.61213 5.5388 4.01748 3.94706 6.57635 3.93772 threshold=79.072917938232436 1.3450202941894533 -0.83333334326744068 1.1040711998939516 0.31719067692756658 181.60996246337893 0.46737588942050939 59.041666030883796 6339.6723632812509 1.0579749345779421 16394.458007812504 3.0608289241790776 1.0492792129516604 0.042107377201318748 52521.531250000007 3368.5358886718755 10670.736328125002 16.119071960449222 1.4999119043350222 -34.499999999999993 -8.1666665077209455 -2.1666666269302364 6.5460517406463632 9.3701648712158221 5.0526392459869394 288.06071472167974 4590.4182128906259 43.221683502197273 4.1130554676055917 -0.16397849470376966 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -4 7 8 9 -5 11 -6 15 -7 19 18 17 -17 27 -3 24 22 25 -24 -21 -22 -25 28 -12 -27 right_child=-2 14 3 6 10 13 -8 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 26 -26 29 -28 -29 -30 -31 leaf_value=-0.027525981400050352 0.013433146521246718 -0.017459313853328599 0.0097672759259089994 -0.011532243838018291 0.031359807822231009 -0.02620338989776258 -0.018002264692429163 -0.025470714014120835 0.011398364454092643 0.0048572712328953816 -0.015646551775733094 0.0033005207155905611 0.016426280129916662 -0.0062609614217475802 -0.017277241709783692 -0.000275040549439772 -0.012006527369145904 0.040051860742229842 -0.029197022106169163 -0.0038688377929311582 -0.040592303750401314 0.00087213233989764103 0.023005012034137819 -0.021357919681365658 0.027661293057001608 -0.020917848345708884 0.0082713569466288488 -0.021009783524777823 0.016725439953915358 0.0030560550439295516 leaf_weight=9.7612043097615224 27.765406226739287 11.046409144997595 25.320684000849724 53.318160306662321 13.286159202456476 12.632964789867399 30.884245198220015 11.141653358936308 25.037525668740273 24.036590784788132 9.756647210568195 17.619654841721058 17.772071842104197 61.237101659178734 12.877463761717079 13.312548996880652 11.703596346080301 8.6229998469352704 8.6668973900377733 8.0081204362213629 8.1409405656158906 1536.3366589974612 10.652368666604163 8.3981864154338854 13.898086277768014 17.237725224345922 8.0824146606028062 8.3074098341166955 13.411659851670263 9.6001403406262416 leaf_count=71 820 50 108 328 64 52 156 51 134 137 59 80 118 300 69 74 62 52 77 41 87 8001 70 59 80 99 42 68 95 57 internal_value=-2.66134e-05 -0.000211611 -0.00312993 -0.00247941 0.000653636 -0.00470926 -0.00728794 -0.00437336 -0.00207769 -0.0064395 0.00499752 0.015363 0.00149845 -0.00967144 0.000455423 -0.00209727 0.00598072 0.0155777 -0.00886655 0.000595395 0.000718479 0.000507201 -0.00851939 0.00488493 0.016135 -0.0189171 -0.00682713 -0.00326852 0.00309293 -0.0123422 internal_weight=2047.87 2020.11 375.83 366.069 221.65 99.1908 144.418 113.534 102.392 77.3548 122.46 30.9058 91.5538 73.8701 1644.28 73.7818 33.6391 21.9355 40.1426 1631.4 1620.35 1598.45 62.1118 27.133 21.9062 34.9788 16.4806 31.4757 23.1683 26.8379 internal_count=11561 10741 2086 2015 1209 460 806 650 599 465 749 144 605 352 8655 487 188 126 299 8586 8536 8415 414 171 121 243 101 222 154 156 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=9 14 11 5 14 15 16 16 28 22 24 22 10 28 22 2 16 14 26 22 18 27 16 18 12 12 26 23 24 15 split_gain=5.39227 4.11594 6.32324 5.84237 5.04005 5.75002 5.80347 5.3736 5.36392 5.0849 6.29201 7.86796 6.6707 5.07943 7.00883 5.25933 6.33842 5.00572 4.65653 4.49246 6.80395 6.42606 4.5648 4.28412 4.23639 3.7831 3.76621 3.61308 5.36234 4.08142 threshold=79.072917938232436 1.3450202941894533 -0.83333334326744068 72.166667938232436 1.1040711998939516 1.2025641202926638 4.4308538436889657 1.7293556928634646 0.38519963622093206 555.12161254882824 0.33923664689064031 7799.9724121093759 1.0012300014495852 0.31719067692756658 181.60996246337893 16394.458007812504 3.0608289241790776 1.0492792129516604 0.042107377201318748 3755.991821289063 10670.736328125002 16.01732969284058 1.0253366827964785 52521.531250000007 0.64222851395607006 37.204372406005866 0.13442097604274753 1.2731666564941408 0.056832157075405128 0.091966174542903914 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 9 -9 27 12 -12 -11 14 -4 16 -15 19 -16 22 21 -21 24 -3 -17 -2 -20 -6 -29 -30 right_child=25 23 3 -5 5 -7 -8 8 -10 10 11 -13 -14 15 18 17 -18 -19 26 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.027006695226452739 0.016803624334676252 0.00057745438905929957 0.0094710272296197485 -0.02417466969310763 -0.028742482588147916 -0.028013030707969587 0.014421068977681608 -0.0043763137220608379 -0.032761262221567979 -0.00098499823974135259 -0.031072212561446447 0.01030892569501164 0.030317667308008556 0.032005046899879451 -0.025444810000273259 -0.01502821985350212 0.0041974192865952831 0.015787133573804589 -0.00067003514632094064 0.00099466283896606513 -0.01170710192503102 0.034965120605516958 -0.023539570871557454 -0.016830587899835756 0.0084637327832530369 -0.021039258700055952 -0.018044292424605712 0.017341688759565974 -0.023885972772748724 -0.0031574076724202424 leaf_weight=9.6520929355174285 24.826111830770973 1631.2836348880082 25.329186618328094 10.770316267386077 7.5946117937564841 10.082378372550009 13.121833864599465 11.424237325787546 12.600012987852095 12.656761080026628 8.031619071960451 8.5239464342594129 11.876268416643141 12.871705368161203 12.619498640298842 12.262496918439865 17.282574579119682 17.934300027787685 41.999094292521477 10.562733903527265 11.643763959407805 9.5364366471767408 12.577062349766491 12.823461323976515 15.82417880743742 2.6293052667751899 15.326488643884657 7.196375921368598 13.755332142114638 22.586765088140965 leaf_count=71 770 8586 108 60 31 45 61 49 76 57 51 54 52 61 52 84 78 118 202 57 62 55 109 69 110 50 80 31 128 144 internal_value=-2.61461e-05 -0.000205657 -0.00303891 -0.00240682 -0.00174681 -0.00619185 -0.0044912 -0.00662602 -0.0192634 -0.00333392 0.00452453 -0.00976635 0.0141684 0.00112598 -0.00405045 0.00521893 0.0160674 0.00159789 -0.00894698 -0.00191662 0.00654112 0.0171126 -0.00851891 0.000441678 -0.00179273 0.0131795 -0.00531519 -0.00964866 -0.00631804 -0.0110031 internal_weight=2047.2 2019.75 375.642 365.99 355.22 139.45 129.368 116.246 24.0243 92.2217 41.0886 16.5556 24.533 215.77 95.2743 120.495 30.1543 90.341 69.9451 72.4067 31.7429 20.0992 40.6637 1644.11 28.0867 27.4554 57.3256 51.1331 43.5385 36.3421 internal_count=11561 10741 2086 2015 1955 779 734 673 125 548 214 105 109 1176 442 734 139 595 334 477 174 112 303 8655 194 820 282 334 303 272 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=14 6 14 5 17 8 9 9 2 27 16 20 20 14 14 20 8 17 5 24 18 14 19 3 8 25 27 13 26 22 split_gain=4.74462 5.69882 5.79537 7.27173 6.09923 6.91471 4.99173 4.93617 7.41584 5.10671 6.7049 5.92833 6.20992 4.83533 7.85009 6.90908 5.86044 6.9639 6.6281 7.23349 5.20935 5.12886 4.88991 5.99288 6.3984 5.6157 4.83019 5.85876 4.76887 8.69262 threshold=2.2573111057281499 0.85355338454246532 1.4801687598228457 55.416666030883796 8320.4965820312518 1.1173529028892519 68.384212493896499 63.183334350585945 17971.331054687504 2.6941974163055424 2.587733387947083 204.22844696044925 305.35832214355474 1.7360509037971499 1.2334740161895754 6488.6340332031259 1.1391779184341433 5218.9748535156259 7.4166667461395273 0.5066174864768983 1296.0806274414065 1.1464404463768008 9588.8051757812518 1.5979999899864199 2.1553305387496953 6.509291648864747 2.9524583816528325 4.9583332538604745 0.29735133051872259 6833.3522949218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 7 9 -9 10 -2 -12 -13 14 21 22 -15 -18 -19 28 -21 -3 -16 -24 25 -25 27 -11 29 -20 right_child=6 13 3 -5 5 -7 -8 8 -10 26 11 12 -14 16 15 -17 17 18 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0022938843216170485 0.019373947806916196 0.001407191919688297 -0.036160113133808826 0.0072750489528904108 0.0078180426650804723 -0.020235811030714243 0.010980728785919778 -0.025791744357144975 0.0052341011371984858 -0.0015711974426255439 -0.011328061144945497 0.023071259723646868 0.0034748032725768329 0.016033131035153303 0.012542982841295548 0.025547751047603467 -0.023165991594312846 -0.025374159266427877 0.019227954551476426 0.039117761910778828 0.0025221655669663257 -0.014574622031393487 -0.018794990811866794 0.011647785590712834 0.027733108693551018 -0.012380018179050442 0.00069730179423287792 -0.028745822029673948 -0.019970407517375933 -0.016085257157599873 leaf_weight=297.62508051656187 25.10141496360302 72.707625677809119 12.096748694777487 13.390152967534958 11.401716452091931 25.800917025655508 49.274995353072882 14.784997493028643 13.056499311700462 19.83673765510321 23.206013184040785 15.220347113907335 332.28002062253654 11.158117629587649 51.36902723275125 18.839763711206615 18.762174919247627 9.4545242693275195 13.36061777174473 6.8263072501867992 7.1861675605177879 24.050075255334377 12.274402201175688 16.855659678578377 8.8358297776430827 18.213915063999593 879.36336527578533 11.156093209981917 12.582264907658098 11.827233761548994 leaf_count=1721 106 422 53 80 63 175 893 76 98 91 104 74 1532 58 233 117 81 102 59 74 41 149 50 94 58 203 4631 50 67 51 internal_value=0.000597902 -0.0014648 -0.00404004 -0.0123301 -0.0176551 -0.011638 0.00160387 0.00125751 -0.0112419 0.00152394 0.00436877 0.00335274 0.00433312 0.00148744 0.0038657 0.00878896 -0.00433438 -0.00717519 -0.00227584 0.00194148 0.0203501 -0.00256524 0.00585326 -0.000263613 0.00491711 -0.000831418 0.000287056 -0.0113529 -0.00488798 0.00264625 internal_weight=2057.9 674.618 360.315 62.6895 49.2994 37.2026 1383.28 1334.01 27.8415 1306.16 395.808 370.706 347.5 314.304 223.146 126.389 91.1574 79.9993 61.2371 51.7826 14.0125 96.7577 107.549 56.1798 43.9054 35.0696 910.356 30.9928 37.7701 25.1879 internal_count=11606 3951 2092 371 291 238 7655 6762 174 6588 1816 1710 1606 1859 1326 755 533 475 394 292 115 571 638 405 355 297 4772 141 177 110 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=14 6 14 0 17 8 0 12 18 11 26 16 26 22 17 14 14 20 24 5 14 14 22 13 10 0 19 8 13 1 split_gain=4.46838 5.36906 5.50055 6.89217 5.79934 6.58116 4.58587 6.37711 7.82148 8.42638 4.71249 8.20066 7.56512 8.74682 9.70086 4.55073 7.37517 6.40352 5.65751 10.0608 6.8898 4.84709 4.79629 4.61399 4.48248 4.36926 4.33424 4.10513 3.95904 3.92453 threshold=2.2573111057281499 0.85355338454246532 1.4801687598228457 55.500000000000007 8320.4965820312518 1.1173529028892519 71.500000000000014 54.532035827636726 589.34677124023449 71.500000000000014 0.10803091898560525 2.6321762800216679 0.086637843400239958 932.09057617187511 10907.028808593752 1.7360509037971499 1.2334740161895754 6488.6340332031259 4.819927692413331 21.416666984558109 2.0036580562591557 1.1464404463768008 6999.8383789062509 0.73214286565780651 3.0104365348815922 38.500000000000007 9588.8051757812518 1.815964460372925 -0.13392857462167737 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 10 8 9 -8 11 -2 13 14 -13 16 21 23 19 29 25 -3 -22 26 -23 -21 -18 28 -28 -17 right_child=6 15 3 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 18 17 -19 -20 20 22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0022267013641446573 0.03330460656294016 0.0013644508343878378 -0.035355115780861417 0.0070723379013265131 0.0075611269160501078 -0.019820488288140488 0.026239088559108194 -0.021246825319010978 0.0013655668479365115 -0.01774351514475387 0.00065675540068032591 -0.011652893054164662 0.020387715554084317 -0.023802172756286703 0.017826941809628054 0.0012283118060160468 0.014326088427421869 0.024570655768050013 -0.026857379921442843 -0.0030585936383952538 0.011029230066333374 -0.023216096630227764 -0.013459374357291677 -0.012420051410961532 0.0044735054338000584 -0.026757806917097976 -0.021930965022323348 0.018473277463141136 0.0019378396554665309 0.027449268086970902 leaf_weight=297.41005672886968 10.151758939027784 72.735187800601125 12.002444684505461 13.361176130361853 11.434939838945864 25.555071350187063 31.953355584293604 5.9947410821914664 37.826511788181961 4.4685678649693719 1219.6378539726138 17.534921407699585 19.730319872498512 12.082414284348486 23.523419745266438 9.0018890500068682 47.003146149218082 18.998806561343372 8.9509688150137645 11.038644835352899 19.625711871311072 16.149963492527608 11.367346171289681 11.341181665658949 7.8044145330786696 19.142972514033318 7.8281232630833975 10.255165158770977 31.105690153315663 11.966309130191801 leaf_count=1721 43 422 53 80 63 175 717 36 349 97 6078 76 87 52 120 65 213 117 110 49 92 105 57 60 44 96 84 66 215 64 internal_value=0.000580098 -0.00142263 -0.00392521 -0.0120267 -0.0172353 -0.0113558 0.0015563 0.00851691 0.01092 0.0208429 0.00112753 0.00804341 0.00452424 -0.00136561 0.00523689 0.00144182 0.0037478 0.00851462 -0.00420889 -0.00174092 -0.0078877 -0.00249026 0.00204753 0.00567786 -0.0141947 -0.01809 0.00781163 0.00158666 -0.00286128 0.0161923 internal_weight=2056.98 674.079 359.764 62.3536 48.9925 36.99 1382.9 80.2432 74.2484 36.4219 1302.66 83.0228 72.8711 53.1408 41.0583 314.316 223.222 126.532 91.0938 82.1429 61.1747 96.6896 30.9931 107.533 23.9544 30.1816 96.1921 49.189 38.9338 20.9682 internal_count=11606 3951 2092 371 291 238 7655 1199 1163 814 6456 378 335 248 196 1859 1326 755 533 423 294 571 149 638 149 145 578 365 299 129 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=14 10 6 16 9 14 22 14 8 17 5 22 10 22 12 20 10 8 7 9 9 6 20 7 7 21 9 16 16 28 split_gain=4.2089 5.18379 5.93193 6.18515 5.25542 4.57369 6.95868 5.68897 5.52427 7.53119 6.19173 6.65619 5.13123 6.52165 4.97202 5.7642 5.77006 5.72768 4.78004 9.87564 4.67208 5.64137 4.70192 4.54537 5.24392 8.07524 4.47521 4.90478 5.91135 4.60322 threshold=2.2573111057281499 19.307160377502445 0.85355338454246532 1.2467988729476931 62.788690567016609 1.7360509037971499 10946.866210937502 1.6763248443603518 1.1391779184341433 5218.9748535156259 7.4166667461395273 2385.787963867188 5.3034052848815927 8847.2958984375018 1.0000000180025095e-35 941.98788452148449 3.2164452075958256 1.5701452493667605 20.535714149475101 5.8923611640930185 54.620191574096687 1.0773502588272097 162.05911254882815 67.958332061767592 63.604166030883796 18152.158203125004 51.57948303222657 2.2952511310577397 2.1555237770080571 0.10864420980215074 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 14 -7 -10 -11 -12 13 -13 -4 16 17 20 19 -8 21 -16 -23 24 26 -26 27 28 -2 -28 right_child=23 -3 5 -5 -6 8 18 -9 9 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31 leaf_value=0.0012413878343264719 0.0013251257149453168 0.019674256837267409 -0.010975454313158972 -0.0080864908069316135 -0.020798865894504404 0.015394440132730241 0.0224817673756409 0.019727187210338882 -0.024272462649933498 -0.024874672076526685 0.018348189043885455 0.0013209083435992239 0.010340829873160914 -0.030349369934497297 -0.0043052297935642228 -0.0078230502406735486 0.022640950013575831 -0.014357570014091785 0.023662343931758232 -0.023021650239541509 0.024309606701671087 0.0029551054412118184 0.032939324895561083 0.0098524727103780057 -0.029508875401981348 0.0059629599864502725 0.022572325555999098 0.00061970984945722762 0.029282155306922686 0.0047503521084499697 leaf_weight=155.45279452577233 15.787605058401825 10.361392859369515 32.399836576543748 188.09565728250891 10.387427464127539 11.135269615799187 10.001228302717211 13.628265774808822 17.918415948748589 9.1533545162528736 15.489338728599249 12.565828813239934 12.529122645035384 10.952409111894665 34.672759715467691 37.516228539869189 15.76430464722216 14.386483288370071 23.455057127401233 7.5203982889652243 11.075094528496264 10.836208261549475 8.3213805556297284 56.388982268981636 12.394317891448738 10.817042129114268 15.587397709488867 1179.4108909722418 11.966046024113892 79.921068152412772 leaf_count=888 93 57 180 1103 74 57 72 83 77 102 104 58 68 58 224 196 91 89 125 48 73 87 37 970 66 76 82 5846 69 453 internal_value=0.000562999 -0.00138144 -0.00171038 -0.00436266 -0.000139107 0.00132446 0.00365663 0.00109852 -0.00438167 -0.00718305 -0.00213749 0.00190083 -0.00516651 -0.0134279 -0.000440381 0.00213432 0.00606424 0.00276856 0.0148063 0.0029514 0.00656462 0.00291376 0.0159792 0.00151058 0.0011558 -0.0129782 0.00140765 0.000913053 0.0133789 0.00765898 internal_weight=2055.89 673.618 663.257 353.936 165.84 309.321 219.577 178.601 89.7437 78.6085 60.6901 51.5367 36.0474 23.5182 164.972 132.572 95.0562 79.2919 40.9767 17.5216 64.9054 53.8303 19.1576 1382.27 1325.88 23.2114 1302.67 1207.16 27.7537 95.5085 internal_count=11606 3951 3894 2065 962 1829 1305 1060 524 467 390 288 184 116 977 797 601 510 245 120 421 348 124 7655 6685 142 6543 6008 162 535 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=13 19 25 3 26 14 21 23 16 16 13 27 5 16 22 14 18 18 12 15 8 15 23 20 1 0 20 22 20 22 split_gain=4.09022 8.34485 4.3538 4.28549 4.0795 3.38108 6.75876 7.13563 5.20365 4.63247 3.92335 6.8977 7.42584 4.35353 3.9122 3.58091 4.76772 4.10649 5.16762 4.21136 5.54136 3.64188 3.5136 3.83443 3.37494 3.28713 3.27918 6.91366 4.1452 3.17773 threshold=11.09999990463257 7433.0549316406259 1.0988749861717226 2.3904999494552617 0.46128380298614508 1.2334740161895754 2780.209594726563 1.3263333439826968 1.8642591834068301 1.4692115783691408 0.31666667759418493 2.6523749828338627 22.166666984558109 3.1596032381057744 17467.213867187504 1.1464404463768008 576.16497802734386 5732.2905273437509 1.0000000180025095e-35 0.035098522901535041 0.54112252593040477 0.71081870794296276 1.0591666698455813 46057.537109375007 28.500000000000004 46.500000000000007 1752.5049438476565 768.33044433593761 262.35919189453131 114.74462509155275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 -3 6 -4 25 9 14 11 -10 13 -13 15 17 -17 18 21 20 29 -9 -7 -24 -6 -8 27 28 -21 -20 right_child=1 4 5 -5 24 22 7 8 10 -11 -12 12 -14 -15 -16 16 -18 -19 19 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0093113234105488968 -0.00097325385037600701 0.023463886546927416 -0.026039768064705007 -0.021621268025330775 0.0026504412692069132 0.015039733402372957 0.024121707693353343 -0.03010748896531007 -0.031935807698889068 0.017353028618116998 0.0036403690716875058 -0.034618373509942769 0.006849703751800237 -0.0040019649501239728 -0.019349504216033722 -0.0019565476632343991 -0.023604269512717903 0.013412672032478997 -0.0032707283108503534 0.01083759405370556 0.0064222538827707499 -0.0050591653323677583 0.00090974059125763901 -0.016416475063929997 0.012548232551755962 0.0039272240363036788 -0.0088655364027764479 0.032808565830573219 -0.0097772030741678315 -0.026675156696666157 leaf_weight=43.150763809680939 47.011391848325729 14.770489681512116 10.607644103467463 11.202332407236097 73.814004816114902 15.703687697649 12.304549157619478 7.9404287338256845 14.74164181947708 11.733934133313594 13.184155220165847 9.6077410429716128 16.736096787266433 7.3990655429661265 11.101607643067835 29.648757965303957 13.247832749038933 21.235574044287205 9.5337216630578059 29.600095931440592 18.465420735068619 15.271078303456306 1470.6650783680379 11.586265871301292 53.46074666082859 17.674446955323219 9.8870425187051278 9.7088263342156989 12.479968935251234 11.542151786386965 leaf_count=179 203 91 47 52 373 65 50 54 64 81 65 72 87 45 71 213 71 108 66 196 135 90 8289 61 475 74 54 50 61 64 internal_value=0.000546268 0.00461946 0.000106484 -0.00494665 0.00853989 0.000330807 -0.00250151 -0.00167759 -0.00320291 -0.000966115 -0.0108705 -0.0148164 -0.00733718 -0.0212982 -0.00204271 -0.00102376 -0.00864205 0.00121974 -0.000861161 0.00206657 -0.00557598 -0.013628 0.000923858 0.000774307 0.00680793 0.0122158 0.00696631 0.00998877 0.00472372 -0.0160881 internal_weight=2055.02 200.259 1854.76 58.2137 142.045 1811.61 313.652 303.044 273.065 211.396 61.6687 48.4845 33.7429 17.0068 199.663 188.561 42.8966 145.664 124.429 101.217 39.5413 23.2115 1497.96 1482.25 127.275 29.979 61.6759 51.7889 42.0801 21.0759 internal_count=11606 1194 10412 255 939 10233 1818 1771 1647 1314 333 268 204 117 1233 1162 284 878 770 626 265 144 8415 8350 848 124 361 307 257 130 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=15 19 25 3 26 1 15 11 11 7 14 21 23 16 16 22 26 5 9 27 16 25 16 10 5 21 21 14 23 6 split_gain=3.86055 7.87841 4.09368 4.04061 3.91824 3.22609 3.53239 3.40136 4.57352 5.43903 3.18583 6.35448 6.71748 4.92304 4.3356 3.71294 3.5676 7.45146 9.06264 4.2156 4.16086 3.38963 3.71933 5.21936 3.79714 5.83877 7.42586 5.46658 9.82959 8.91524 threshold=11.09999990463257 7433.0549316406259 1.0988749861717226 2.3904999494552617 0.46128380298614508 18.500000000000004 16.083333015441898 19.833333015441898 28.166666984558109 25.774999618530277 1.2334740161895754 2780.209594726563 1.3263333439826968 1.8642591834068301 1.4692115783691408 17467.213867187504 0.068466044962406172 22.166666984558109 25.011111259460453 2.2578499317169194 3.1596032381057744 1.1281250119209292 1.2923663854599001 1.1692548394203188 61.833333969116218 3907.2775878906255 18603.751953125004 1.7067154645919802 2.2660000324249272 1.0773502588272097 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 -3 6 -6 -7 9 -9 11 -4 -13 14 15 -14 -15 20 -19 -20 -18 -12 23 -23 -24 -26 27 -27 -29 -30 right_child=1 4 10 -5 5 7 -8 8 -10 -11 21 12 13 16 -16 -17 17 18 19 -21 -22 22 24 -25 25 26 -28 28 29 -31 leaf_value=-0.0090260144756044471 -0.00094397944747662797 0.023030735594547467 -0.025248923635899197 -0.021005852753775232 0.0045471266458010961 0.024308687417582863 -0.015804934798526394 0.012078944596347802 0.013039422610022574 -0.018590845667630217 0.01545590958862832 0.011848392426641699 -0.00099484273889207742 -0.024519445704362014 0.016723224543108234 -0.018910471326460697 -0.034654591866461949 0.029671199567491553 0.0081893104976140264 -0.019605263349204965 -0.0073632078907470274 0.021861754561498633 0.00010134621571786871 -0.0063411614725512573 0.02649004055662996 0.014445129764273609 0.011944767214947921 -0.026560854102484356 0.021017749529738158 -0.0130794804446458 leaf_weight=43.178861111402512 47.015173897147179 14.599450249224899 10.611629745922981 11.18488037586212 39.145457323640585 13.149597197771071 9.5471976706758124 9.9279036819934863 44.265286032110453 10.9371668305248 14.253728553652762 29.981181770563126 188.47474561259151 13.032798469066618 11.809388650581239 11.019821751862763 9.8991012237966078 8.1985727548599261 8.5591748952865618 11.52272958960384 10.216954924166201 16.902121982537214 1339.8790943101048 9.0774048771709186 11.036543942987917 11.625061463564633 50.40118061285466 17.071257963776588 12.605061035603287 15.252058149315415 leaf_count=179 203 91 47 52 181 63 82 41 418 63 60 124 1162 55 81 71 75 39 38 67 59 96 6978 64 75 63 785 82 91 121 internal_value=0.000529888 0.00449234 0.000103067 -0.00479947 0.00831219 0.00661983 0.000556686 0.0103913 0.00758143 -0.00399771 0.000320675 -0.00243035 -0.00163045 -0.00311216 -0.00093894 -0.00198448 -0.0105876 -0.00683582 0.00309221 -0.00775885 -0.0207933 0.000896048 0.000756187 0.0120075 0.000555687 0.00571507 0.00357133 -0.0038912 -0.00863566 0.00234917 internal_weight=2054.38 199.772 1854.61 58.2001 141.572 126.973 48.6927 78.28 65.1304 20.8651 1811.43 313.326 302.714 272.733 211.304 199.495 61.4293 48.3965 28.2805 20.0819 20.1161 1498.1 1483.85 25.9795 1457.87 117.991 106.955 56.5534 44.9284 27.8571 internal_count=11606 1194 10412 255 939 848 263 585 522 104 10233 1818 1771 1647 1314 1233 333 278 144 105 134 8415 8355 160 8195 1217 1142 357 294 212 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=5 11 12 14 28 21 21 25 12 25 10 19 18 18 21 19 3 9 10 8 26 28 9 23 26 20 15 15 13 24 split_gain=6.01218 4.79649 9.28653 5.89644 4.18541 4.02402 7.38731 6.9832 6.54026 4.48919 4.47018 7.62181 3.84676 4.69449 3.37636 6.99938 4.23921 6.25941 3.63015 7.49687 5.05553 4.80848 4.12473 4.19051 8.12733 3.96864 3.86075 9.64035 3.73481 3.39722 threshold=52.833333969116218 -0.83333334326744068 4.6006889343261728 2.9303772449493413 35.241508483886726 99815.289062500015 91152.523437500015 9.0007858276367205 62.394933700561531 3.3526667356491093 20.020174026489261 11965.134277343752 5558.9479980468759 3372.519653320313 36553.820312500007 16765.527343750004 1.5979999899864199 75.030418395996108 1.8951016664505007 1.2200880050659182 0.077314164489507689 0.17372349649667743 61.023809432983406 2.8461667299270634 0.66979455947875988 742.81289672851574 1.4305019378662112 0.50581395626068126 4.2613637447357187 0.04231723956763745 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 10 -7 -8 12 -12 13 14 15 18 -16 -18 19 20 29 -20 26 25 -25 -24 27 -23 -28 -2 right_child=5 4 -4 -5 -6 8 9 -9 -10 -11 11 -13 -14 -15 16 -17 17 -19 21 -21 -22 22 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0061141062305564847 -0.00089488103983245606 -0.00042292235034159867 0.0039853326864087591 -0.020919387065681166 0.00883891049421167 0.024659366159892605 0.0014975952137256114 0.027334516692630467 -0.021751439799276989 -0.042307016350216858 0.0032201713632697749 -0.032594029033961858 0.016635932561515201 -0.017791942622811634 -0.025681476729293662 0.018022414965662811 0.016741175664463627 -0.02211978165563732 -0.013901667941566947 0.025665932848473516 -0.015949032706959822 0.017095955425359192 0.0014915351945845785 -0.015857214219537272 0.026332184619655946 -0.021705360786800763 0.023554379995878671 -0.013226012158389169 0.004432353297977339 0.020983818804077167 leaf_weight=94.669168960303068 14.554975859820845 1455.8549973666668 65.756003197282553 32.52909648232162 45.278048310428858 16.28753170743585 3.5629379823803884 10.789509919472037 3.2836879938840857 5.1476932466030121 14.559555828571321 8.4528731405734998 19.603950299322605 9.5485611706972104 7.5617988854646709 30.947329251095653 9.6109702661633474 6.0966701302677384 19.083159863948822 17.102878876030445 10.520789805799721 16.666250869631767 11.265452325344087 7.6048945412039783 8.9407561961561424 16.158959552645683 17.513786017894745 21.754445319995284 19.34829606115818 11.382605135440825 leaf_count=585 70 7388 419 211 291 647 32 162 18 86 81 63 147 64 34 169 73 59 84 83 56 80 54 46 73 80 92 109 95 51 internal_value=1.24235e-05 -0.000715873 -0.00516831 -0.00990034 -0.000143562 0.00366974 0.00285662 0.00362451 0.0168725 -0.0243895 0.00276686 -0.00993502 0.00382874 0.0028467 0.00364742 0.00478288 -0.00722648 0.00165791 0.00264773 0.00927892 0.00159165 8.02539e-05 0.00231768 -0.00498285 0.00694063 -0.0121765 0.00658166 -7.28533e-05 0.0135175 0.0087065 internal_weight=2031.44 1694.09 192.954 127.198 1501.13 337.35 317.779 309.068 19.5712 8.71063 298.279 23.0124 275.267 255.663 246.114 222.845 23.2694 15.7076 191.897 53.5612 36.4584 138.336 119.253 43.9701 16.5457 27.4244 75.2828 38.4207 36.8621 25.9376 internal_count=11502 8894 1215 796 7679 2608 1943 1825 665 118 1663 144 1519 1372 1308 1142 166 132 973 260 177 713 629 253 119 134 376 189 187 121 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=5 1 2 10 2 5 21 21 16 25 27 20 10 5 26 10 10 0 18 18 21 27 21 27 7 6 8 16 10 1 split_gain=5.6757 3.94808 8.80072 5.25597 8.32485 4.22266 3.87804 8.62528 6.73003 6.67299 7.63277 8.50811 5.09936 6.98243 4.78393 4.98634 4.65914 4.2778 3.82238 5.6065 4.55309 6.55873 6.81635 5.56096 3.79712 3.69394 4.31716 6.63233 4.09127 3.65887 threshold=52.833333969116218 -2.4999999999999996 32205.426757812504 5.3797402381896982 59189.634765625007 1.8333333134651186 99815.289062500015 91639.476562500015 54.451942443847663 9.0007858276367205 5.0526392459869394 1752.5049438476565 13.048356533050539 60.166666030883796 0.037502953782677657 2.3653228282928471 17.797163963317875 71.500000000000014 5558.9479980468759 1514.0806884765627 8133.0190429687509 1.6300264000892641 3331.242553710938 1.6081041693687441 64.708332061767592 15.540261745452883 16.514513015747074 13.247401237487795 19.005057334899906 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 7 9 -8 10 12 -12 14 -14 -2 17 -13 -16 19 20 21 22 -17 -22 -15 28 27 -27 -3 -28 right_child=6 25 3 4 -6 -7 8 -9 -10 -11 11 16 13 24 15 18 -18 -19 -20 -21 23 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.017847763929869347 -0.013802557491381113 -0.00083090034025874488 0.0081059142849297834 0.037030407142209794 0.00044540973901702376 -0.012442810584010668 0.024630469379952311 -0.027452553365363522 -0.022748522460470086 0.026963627403764998 0.0070244096204348334 -0.0097297891765086297 -0.0028095445287650679 0.032960378484422355 0.013917459368873135 -0.003220471202607609 -0.043432286778134412 -0.0035837299840546571 0.019060716416526065 -0.014918668865925839 -0.0018164124944531337 -0.011647931445516247 0.024331224910653475 0.020742019081509615 0.010663264601405185 0.0029952071535218534 -0.010462954326053179 0.032299357970668553 0.011505661232274032 0.0071194741576521073 leaf_weight=38.109521605074406 15.182773515582083 1483.0362124498934 12.541203007102011 7.4823179543018368 22.224681941792369 31.877736065536737 16.007628860883418 8.2730015767738205 3.2453230470418921 10.612478602677582 11.142195364460351 6.9356244150549156 14.855430144816635 14.921378694474699 56.427984945476055 22.964179560542107 7.8928837329149246 16.172304332256317 9.1957886517047864 21.619325969368219 18.823041871190071 36.465285994112492 12.47011788189411 20.596753917634487 12.745183624327181 16.42241553217173 17.09050028771162 12.052436947822569 24.595511220395565 28.275069121271372 leaf_count=175 71 7722 59 34 174 242 644 113 21 162 79 65 75 102 258 101 55 95 67 128 93 182 61 144 92 76 76 57 116 163 internal_value=1.24394e-05 -0.000694627 -0.00613165 -0.000108172 0.00966009 -0.0066411 0.00357081 0.00277754 0.0166442 0.00358684 0.00275548 -0.0127844 0.00423685 0.0137807 0.00247177 0.00362244 -0.0276689 0.0100189 0.000355207 -0.000938712 0.00177633 -0.00271611 0.00647558 0.00997032 0.0226887 -0.000308767 0.00624266 0.0153987 -0.000629642 0.000495673 internal_weight=2030.26 1693.71 112.235 74.1259 29.707 44.4189 336.549 317.296 19.253 309.023 298.41 25.9707 272.44 42.522 229.918 214.735 14.8285 72.6003 142.134 132.939 111.319 71.8996 35.4343 39.4198 27.6666 1581.47 73.8404 28.4749 1507.63 45.3656 internal_count=11502 8894 684 509 208 301 2608 1943 665 1830 1668 199 1469 269 1200 1129 120 353 776 709 581 344 162 237 194 8210 372 133 7838 239 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=5 11 12 14 22 22 11 16 26 28 5 21 27 17 21 7 16 16 27 25 26 2 1 9 7 26 28 26 15 15 split_gain=5.35762 4.451 8.70502 5.61895 4.52147 5.56783 4.62557 5.53928 4.3113 3.88473 3.81095 3.26307 7.39783 3.17876 3.69243 2.97198 5.16187 5.54714 4.44361 3.3374 4.55354 2.88606 4.74888 3.38368 5.9409 2.82255 4.88175 4.43812 3.67315 8.32786 threshold=52.833333969116218 -0.83333334326744068 4.6006889343261728 2.9303772449493413 25507.562500000004 13493.046875000002 -2.1666666269302364 7.3755395412445077 13.669389724731447 35.241508483886726 93.166667938232436 39651.001953125007 3.7103921175003056 16402.165039062504 6467.9267578125009 76.541667938232436 9.0027670860290545 15.551213741302492 3.413345575332642 4.1340000629425058 0.53541558980941784 17830.626953125004 4.5000000000000009 5.8923611640930185 1.9583333134651186 0.037502953782677657 0.12294296547770502 0.09723310545086862 4.8875000476837167 1.1286187171936037 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 5 6 7 -4 -6 -3 15 13 -13 14 -1 25 18 -18 -17 -20 -21 -11 23 24 -23 -2 -27 -28 29 -29 right_child=10 9 4 -5 8 -7 -8 -9 -10 21 -12 12 -14 -15 -16 16 17 -19 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.01842392168928738 -0.0078950128711575609 -0.00039304374406814844 -0.018277268097926555 -0.02037874468790395 0.031337185732687456 -0.015405578205876 0.025700275705675485 0.011043462587443756 0.001313569689392714 0.02142531422612793 0.026027689264219004 0.022003676130380293 -0.0063455797904117799 -0.024497805326121027 0.0064733487663724111 -0.022535179372861695 -0.0475239807009031 -0.0027008703442634951 0.026793652126136495 -0.024570286079038647 0.011579224311541254 0.0037717708479110233 -0.017081992257589378 -0.0030886966383579248 0.041261785904008454 0.012672228775942717 -0.0099363563885246 0.0012688718550226963 -0.0017140306104689691 0.01678471003087283 leaf_weight=10.696550235152246 16.856528200209141 1455.2024474646896 9.4507696982473117 32.259701756760478 9.0576143041253108 15.84210694208741 8.2420783545821923 15.007196540012954 8.2027906738221628 11.603253327310084 6.6103003500029436 9.9552764669060689 49.361186392605305 13.572936870157717 10.747855708003042 5.3265180401504066 4.6231047064065915 5.3726663291454315 6.1167350709438351 4.5359511338174334 10.161672770045696 9.4709571078419703 7.4404026344418517 10.571845810860394 6.3580339886248103 55.847916416823864 22.331342309713364 84.15152439661324 64.384976925328374 49.415367951616645 leaf_count=49 79 7388 68 211 48 99 54 89 61 58 504 48 360 76 52 34 58 65 45 42 241 88 43 57 45 254 95 506 400 285 internal_value=1.24398e-05 -0.000674082 -0.00497001 -0.00957071 0.00388099 -0.000808287 0.00626363 -0.000286321 0.0170688 -0.000123306 0.00347443 -0.00587464 -0.00158763 -0.0131365 -0.0059455 0.00302146 -0.0050959 -0.0234318 0.0019154 0.00817245 0.000422835 0.00851411 0.0040872 0.0100532 0.0188304 0.00402264 0.00475016 0.0027417 0.00417193 0.00700922 internal_weight=2028.78 1693.04 192.396 126.594 65.8026 48.5422 32.7 24.458 17.2604 1500.65 335.735 94.3338 59.3165 35.0173 21.4444 329.124 36.1366 9.99577 26.1409 20.8144 14.6976 45.4445 33.8412 26.4008 15.829 292.988 276.131 220.283 197.952 133.567 internal_count=11502 8894 1215 796 419 310 211 157 109 7679 2608 585 408 177 101 2104 485 123 362 328 283 291 233 190 133 1619 1540 1286 1191 791 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=5 11 12 14 22 22 11 16 26 5 26 25 21 27 17 21 1 13 11 15 7 16 16 18 20 24 26 11 13 26 split_gain=5.05244 4.20323 8.22479 5.35634 4.23683 5.25959 4.308 5.23457 4.0198 3.70421 3.18952 3.50901 3.09134 6.93682 3.0476 3.49054 3.04167 3.92695 2.98987 6.67605 2.79512 4.77013 4.97082 4.33569 5.81873 3.22958 3.29745 3.91017 2.71876 2.65835 threshold=52.833333969116218 -0.83333334326744068 4.6006889343261728 2.9303772449493413 25507.562500000004 13493.046875000002 -2.1666666269302364 7.3755395412445077 13.669389724731447 93.166667938232436 38.469360351562507 43.221683502197273 39651.001953125007 3.7103921175003056 16402.165039062504 6467.9267578125009 -2.4999999999999996 -1.9583333134651182 1.1666666865348818 0.28165064752101904 76.541667938232436 9.0027670860290545 15.551213741302492 301.85758972167974 109.6626319885254 0.30986197292804724 0.74139472842216503 3.8333333730697636 1.0416666865348818 0.037502953782677657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 12 5 6 7 -4 -6 20 16 -12 14 -14 15 -1 18 -18 19 -3 29 23 -23 24 -22 -25 -27 -28 -5 -2 right_child=9 10 4 28 8 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 25 -26 26 27 -29 -30 -31 leaf_value=-0.017957438434724325 -0.0076468675707474744 -0.014530777112568425 -0.017856227321108552 -0.024895478107600972 0.030220962985478994 -0.015025505376026618 0.024734496273394659 0.010704573680438442 0.001273476656974161 0.02589865467949181 0.022352851806806177 -0.0012184168741581807 0.02121970128793001 -0.0061733812352388799 -0.02400028988586864 0.0062659129519898925 0.014479257974233059 -0.00024659064513954962 -0.022972617937830821 0.017941451184336481 0.0051820498085755565 -0.044681225262614352 -0.0026150078843504951 0.037105761407499452 -0.040475284652328795 -0.022296604123889244 0.03284643614361564 -0.0067281055854079971 -0.0045585137225822737 0.0046172935345980756 leaf_weight=10.645959451794626 16.881045646965504 16.840825496241454 9.3844236843287927 24.183551896363497 9.1095823794603366 15.756860524415968 8.3059822265058774 15.017667196691034 8.2071451283991319 6.4464182173833242 11.825203370302917 10.94515900313854 10.012494280934332 49.218120440840721 13.440690435469149 10.770210660994051 16.486528500914574 1426.0881781894714 9.9014285355806333 8.6121938079595548 6.2843337403610366 4.767426058650015 5.3824508115649223 3.5346025489270678 4.1852255295962095 3.078850843012332 4.6377520151436311 4.3589551253244281 7.8322102278470984 275.58586323261261 leaf_count=49 79 128 68 176 48 99 54 89 61 504 64 73 48 360 76 52 78 7251 46 39 104 58 65 26 38 26 113 55 35 1540 internal_value=1.20922e-05 -0.000654264 -0.00483511 -0.00932104 0.0037644 -0.000786614 0.00607286 -0.000279184 0.0165015 0.00337742 -0.000119686 0.0110227 -0.00571436 -0.00154278 -0.0128029 -0.00577549 -0.000291356 -7.82956e-05 -0.00898492 -0.00354359 0.00293573 -0.00492442 -0.0223736 0.00186658 -0.0130696 0.0118841 0.00450151 0.0136723 -0.0199203 0.00390941 internal_weight=2027.73 1692.58 191.885 126.103 65.7817 48.4649 32.7081 24.4021 17.3167 335.143 1500.7 22.7704 94.0875 59.2306 34.8569 21.4162 1477.93 1442.57 35.3544 25.453 328.697 36.2296 10.1499 26.0797 10.4696 15.6102 12.0756 8.99671 32.0158 292.467 internal_count=11502 8894 1215 796 419 310 211 157 109 2608 7679 137 585 408 177 101 7542 7329 213 167 2104 485 123 362 142 220 194 168 211 1619 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=5 11 12 14 22 22 11 16 26 21 21 16 25 27 20 28 26 28 10 26 24 16 13 21 17 21 23 28 10 28 split_gain=4.76417 3.97002 7.77271 5.11364 3.97121 4.9683 4.01447 4.94653 3.75067 3.61986 9.10792 6.46541 6.35354 7.06959 8.0168 7.37617 5.29462 5.31094 4.25771 3.9888 5.29036 5.15024 5.3502 3.83063 8.6108 4.7103 3.74387 3.51042 3.42181 3.40408 threshold=52.833333969116218 -0.83333334326744068 4.6006889343261728 2.9303772449493413 25507.562500000004 13493.046875000002 -2.1666666269302364 7.3755395412445077 13.669389724731447 99815.289062500015 92332.167968750015 54.451942443847663 9.0007858276367205 5.0526392459869394 1752.5049438476565 3.6972707509994511 0.037502953782677657 0.12294296547770502 17.797163963317875 0.5176394283771516 0.27539165318012243 9.344424247741701 0.17424242943525317 7750.7075195312509 31288.967773437504 4167.5961914062509 1.8308333158493044 35.241508483886726 8.136329650878908 0.42328353226184851 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -6 10 12 -11 13 15 -15 16 -2 -18 -16 21 -21 22 26 25 -25 -22 -19 -3 -24 -23 right_child=9 27 4 -5 8 -7 -8 -9 -10 11 -12 -13 -14 14 18 -17 17 19 -20 20 23 29 28 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0055583976239381577 -0.014625629383618957 -0.00037322946867976626 -0.017443459279921254 -0.019486344922503358 0.029157636470485894 -0.014653666966847719 0.02381593515380788 0.010376617445339588 0.0012346269713781487 0.024276411930610649 -0.029017327629428106 -0.022237931471124319 0.026434638056443308 0.0069108899959369075 -0.0095148201302656492 0.024475393883019222 0.011949089031867078 -0.019867795958087308 -0.041573308565621102 0.01963127329935126 0.0063588298935603246 -0.004478398369098976 0.014571407281905287 0.020068743172668282 -0.011699247795634624 -0.017191070656074441 0.00075268202423419773 0.0080737397707474137 -0.0031016552643467372 -0.026527239259173975 leaf_weight=93.842286113649607 14.812107771635054 1454.9007296133786 9.3192935008555633 31.751846455037594 9.1577843576669711 15.673276402056215 8.3666001334786433 15.027384608983992 8.2113664336502534 15.365503163076939 8.0295383902266604 3.2600762806832781 10.366944931447504 11.14492702484131 6.9612360857427111 14.931757292710243 56.009215876460075 13.587442860007284 8.0287135541439039 20.156154431402683 14.962764635682108 14.204224918037655 27.67070509493351 22.00170985609293 11.796101158484815 15.627111203968523 19.013147339224815 45.669089458882809 15.318343758583067 11.327488929033278 leaf_count=585 69 7388 68 211 48 99 54 89 61 644 107 21 163 80 65 92 256 59 55 129 82 77 143 133 100 88 107 291 77 61 internal_value=1.17578e-05 -0.000635086 -0.00470459 -0.00907957 0.00365166 -0.000765499 0.00588847 -0.000272205 0.0159569 0.00328279 0.00252515 0.0161349 0.00334767 0.00254331 -0.0123587 0.00397822 0.00278495 0.00385203 -0.0266856 0.00140941 0.00621844 -0.00261124 0.00132356 0.00201964 0.00898109 -0.00567185 -0.00784163 -0.00011615 0.00827394 -0.0142607 internal_weight=2026.49 1691.92 191.35 125.594 65.7557 48.3866 32.7133 24.3467 17.3692 334.575 315.95 18.6256 307.92 297.553 26.1349 271.418 256.487 241.674 14.9899 185.665 84.5438 101.121 75.5896 64.3877 33.7978 30.5899 32.6006 1500.57 42.989 25.5317 internal_count=11502 8894 1215 796 419 310 211 157 109 2608 1943 665 1836 1673 200 1473 1381 1312 120 1056 532 524 386 403 233 170 166 7679 220 138 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=8 9 18 9 11 24 28 24 25 8 18 21 16 13 22 17 15 15 16 8 10 5 26 22 10 8 17 10 10 7 split_gain=3.76939 5.64337 6.30813 4.00274 8.36858 10.83 8.09069 6.10423 6.08527 4.52743 4.24737 3.91209 3.87431 4.60734 4.42361 3.83257 3.83219 3.82264 4.43883 11.8057 5.80336 3.69532 3.4418 3.37972 3.3366 10.5298 7.26258 5.68766 3.17932 8.48316 threshold=0.53078436851501476 3.3786764144897465 267.24331665039068 50.144309997558601 -1.0000000180025095e-35 0.11394425854086877 4.2671141624450692 49.800859451293952 1.6739166378974917 17.31514930725098 41213.306640625007 2605.972045898438 1.0899539589881899 0.73214286565780651 171.56953430175784 15455.573730468752 0.060661764815449722 3.1455025672912602 3.7576845884323125 1.86271208524704 11.323723793029787 9.166666507720949 12.210533142089846 289.28694152832037 1.1692548394203188 1.0579749345779421 3732.4584960937505 1.0700509548187258 2.9615839719772343 2.9583333730697636 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 8 10 -6 -8 11 -2 13 14 21 -4 -17 18 19 -7 -20 -13 -11 -5 25 26 -14 -27 29 -26 right_child=3 2 15 4 6 17 9 -9 -10 22 -12 12 24 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 28 27 -28 -29 -30 -31 leaf_value=-0.014586416068954618 -0.015670159100519613 0.022783006098897721 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15.207343348301949 5.1754688723012805 7.2276397226378313 7.083566576242446 4.9536320138722658 36.911168545484543 9.6750058829784376 10.360923636704682 174.48329920321703 23.244528353214264 1061.0745734833181 228.12462199106812 leaf_count=69 71 122 54 55 441 61 284 133 898 37 189 101 32 171 177 81 50 41 199 52 61 33 78 163 107 52 965 128 5314 1287 internal_value=7.1438e-05 0.00698935 0.0104263 -0.000170423 0.00302129 -0.00472977 0.00626506 -0.000746562 0.00437214 0.0244805 -0.000585088 -0.000812088 -0.000664975 -0.00708731 -0.0127059 0.00264962 0.00851951 0.00711184 0.0108249 -0.00457669 0.0185309 -0.000956083 0.0083636 -0.0140433 -0.000324579 0.00312946 0.000283958 0.0185598 -0.000898549 -0.0040338 internal_weight=2027.56 68.4921 59.0807 1959.07 299.559 88.3781 211.181 1659.51 191.302 19.8797 1646.54 1610.79 1595 80.2828 49.8281 36.2603 26.6187 38.9084 33.6601 11.2251 22.435 18.2662 8.76801 49.4697 1514.71 215.839 182.233 33.6055 1298.87 237.8 internal_count=11506 376 307 11130 2370 632 1738 8760 1339 399 8627 8438 8367 482 311 185 131 414 373 113 260 134 115 218 7885 1177 997 180 6708 1394 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=0 1 24 8 15 24 14 27 22 13 8 26 22 16 16 5 5 21 17 17 21 2 0 24 13 17 2 21 10 17 split_gain=3.57489 8.0588 5.20507 3.50301 5.3864 7.03911 4.42343 6.02563 5.46368 5.61132 3.92551 3.72148 5.59004 6.69994 7.85602 4.23405 4.05157 3.73527 3.4854 3.46224 3.36475 5.97917 5.25423 3.31205 3.07749 2.64452 10.7686 5.28623 6.47436 5.17819 threshold=94.500000000000014 94.500000000000014 49.800859451293952 0.53078436851501476 0.060661764815449722 0.12339078262448312 1.2334740161895754 65.666706085205092 18419.046875000004 0.64583334326744091 1.2895256876945498 0.64429819583892833 181.60996246337893 1.0698153376579287 2.3148293495178227 42.166666030883796 48.166666030883796 9168.3129882812518 74841.632812500015 43614.703125000007 54286.306640625007 16341.812500000002 3.5000000000000004 47.160152435302741 0.15476191043853763 15066.079589843752 13948.365234375002 20803.296875000004 9.1494073867797869 17565.750976562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 20 -6 7 8 9 11 -11 12 -5 24 16 -16 17 -15 -12 -13 21 -1 -22 25 -14 26 -8 28 29 -27 right_child=1 -3 -4 6 5 -7 23 -9 -10 10 18 19 13 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0062474532205650342 0.031565084996053663 -0.02770611908034434 -0.018824835307311466 0.010219229057162863 0.030966090764694407 0.0016967010877818748 -0.00031889893186395126 0.016787441463751981 -0.020412643135079084 -0.0040647017245797543 0.023144496745207802 -0.032503360314698887 -0.027841544557430178 -6.7825946816218441e-05 -0.023769092855287176 -0.002968027993012086 -0.0073845829220866334 0.019554468946174727 0.00054029875533074655 -0.0097740177550424204 -0.0067615491280251403 -0.026019581021763272 0.025612982865615676 0.017454332930863743 -0.0069164824942781651 0.0028690156774937572 -0.018234256347602059 0.00042086357337513703 -0.0075194153980694383 0.015932645203708688 leaf_weight=11.07351775467396 8.4090122943744046 2.7363731674849978 13.166869871318339 22.458194114267826 14.875442683696749 14.705192867666481 577.08486346900463 12.169549874961374 18.725851949304342 19.890528276562691 14.772766936570408 7.1977910529822102 15.728191003203394 15.499629870057104 17.042979136109352 18.224553562700748 15.534940019249914 19.99334317445755 10.504894400015472 37.22396807000041 9.3315368294715899 9.6923829764127714 8.7351419255137426 10.214147966355084 10.58131620287895 50.984482809901237 31.863445281982422 925.69587085489184 23.384077731519938 58.805282686837018 leaf_count=57 492 44 134 102 67 86 2697 83 114 107 67 52 83 77 80 78 68 96 73 334 63 51 49 80 52 234 161 5405 126 294 internal_value=6.93846e-05 0.017013 -2.43268e-05 9.93218e-05 0.00677079 0.0164156 -0.000136726 -0.00381364 -0.00484374 -0.003546 0.00590537 -0.00592448 -0.00344709 -0.00617274 -0.00213219 -0.0130201 0.00539291 0.0109855 0.0137506 -0.0134569 -0.000576142 -0.00881303 0.00889136 0.000423233 -0.0194258 0.000318931 -0.00125633 0.00122485 0.00681338 0.00986612 internal_weight=2026.31 11.1454 2015.16 2001.99 68.4132 29.5806 1933.58 255.548 243.379 224.653 45.1682 179.485 135.063 112.605 86.2954 35.2675 51.0279 35.493 25.2777 44.4218 38.8326 20.7659 18.0667 1678.03 26.3095 1667.82 608.948 1058.87 133.174 109.79 internal_count=11506 536 10970 10836 373 153 10463 1466 1383 1269 247 1022 636 534 399 158 241 173 140 386 220 108 112 8997 135 8917 2858 6059 654 528 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 7 24 8 9 18 14 27 22 13 17 8 26 22 15 24 17 16 15 0 15 17 17 25 24 6 6 27 18 22 split_gain=3.4343 7.16601 4.94592 3.29683 5.17393 5.52924 4.17265 5.64054 5.18741 5.29352 3.72852 3.69283 3.55415 5.26325 6.60323 6.62436 7.81719 5.81344 8.01289 4.63205 3.38506 3.36267 3.28088 3.11441 3.08935 2.66929 5.29766 4.78302 3.33621 4.86122 threshold=94.500000000000014 50.041666030883796 49.800859451293952 0.53078436851501476 3.3786764144897465 267.24331665039068 1.2334740161895754 65.666706085205092 18419.046875000004 0.64583334326744091 15455.573730468752 1.2895256876945498 0.64429819583892833 181.60996246337893 -0.14039409160614011 0.14482598751783374 13730.634277343752 1.0688079595565798 0.040833333507180221 57.500000000000007 0.060661764815449722 43614.703125000007 74841.632812500015 36.952293395996101 47.160152435302741 16.230081558227543 17.397149085998539 3.0870103836059575 10379.867187500002 17949.172851562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 -6 7 8 9 12 -7 -11 13 -5 -15 17 -17 -16 -19 -20 -12 -14 -13 -4 25 -8 -27 -28 -29 -30 right_child=1 -3 23 6 5 10 24 -9 -10 11 20 22 21 14 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 28 29 -31 leaf_value=-0.014228978153022575 -0.022424864168395127 0.031863892567054145 -0.0030025763308537223 0.0099053277382341685 0.021396631261492615 -0.013468483787937913 3.8187787945498127e-05 0.016116415542650257 -0.019936350116218728 -0.0039493134789314 -0.00021952320665953284 0.022453754509743566 -0.0321254453973564 -0.029791526408277293 -0.02697972711194499 0.025936106745080834 -0.0068626695794963971 0.014258292325715351 -0.015816232651412073 0.0056638865381736818 0.021717263645105529 -0.0095398827061503131 0.00052393370540483087 -0.032363027159557273 0.016792327342416369 0.026417525077852794 -0.011440132680831298 0.020625119595226234 -0.01558917526454323 0.0085599043257456545 leaf_weight=9.3000172004103643 3.0258006453514081 7.9056652374565601 6.1844797171652299 22.474545918405056 22.859606232494116 9.605926185846327 1586.9050574693829 12.294011496007441 18.599960684776306 19.858025908470154 16.232739791274074 14.770431552082302 7.0659916969016185 9.6005922779440862 12.456975743174551 12.860742270946504 13.306868508458136 15.429275438189505 36.818195089697838 11.973683804273604 10.378539599478243 36.9969088640064 10.507966995239256 6.8564183730632067 10.297024600207804 9.7036761343479139 16.374418213963509 12.541847297921775 9.7398704439401609 32.653979294002056 leaf_count=69 35 501 64 102 119 54 8501 83 114 107 81 67 52 50 61 67 73 70 161 52 50 334 73 70 80 48 89 69 45 165 internal_value=6.71738e-05 0.0168369 -2.38187e-05 9.61615e-05 0.00657009 0.00984432 -0.000132816 -0.00370824 -0.00471237 -0.00344892 0.00255273 0.00573221 -0.00576423 -0.00334833 -0.00599733 -0.00377615 0.00925713 -0.00822396 -0.00458591 -0.0105449 0.00833594 -0.0131617 0.0133378 -0.0184392 0.000410489 0.000309354 0.00562098 0.00279105 0.00703287 0.00301172 internal_weight=2025.58 10.9315 2014.65 2001.61 68.3768 59.0768 1933.23 255.014 242.72 224.12 36.2172 45.1364 178.984 134.921 112.446 102.846 26.1676 76.6781 64.2212 48.7919 26.6113 44.0629 25.2784 13.0409 1678.22 1667.92 81.0138 71.3101 54.9357 42.3938 internal_count=11506 536 10970 10836 373 304 10463 1466 1383 1269 185 247 1022 636 534 484 140 344 283 213 131 386 140 134 8997 8917 416 368 279 210 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=0 1 24 8 15 9 16 16 22 6 1 16 22 9 9 10 18 24 16 13 15 16 13 7 10 8 8 13 9 19 split_gain=3.29468 7.68919 4.7039 3.10358 5.04439 4.36695 3.78054 6.13539 6.57961 3.49194 5.48632 5.57084 5.45915 5.39901 5.08955 6.74887 4.87255 4.80157 4.57768 6.04427 5.58394 5.72037 5.35247 4.53718 4.45815 6.47969 4.27133 4.17638 5.83496 4.33908 threshold=94.500000000000014 94.500000000000014 49.800859451293952 0.53078436851501476 0.64644607901573192 3.3786764144897465 1.1846386194229128 1.041577994823456 803.26660156250011 0.64222851395607006 1.0000000180025095e-35 3.6482127904891972 181.60996246337893 54.17424392700196 54.620191574096687 3.5917716026306157 153.72547912597659 0.035640403628349311 7.9040360450744638 0.31666667759418493 0.12660256773233416 5.9604935646057138 3.5227272510528569 11.041666507720949 10.222654819488527 1.1571011543273928 2.2755284309387211 0.4083333313465119 1.5055555701255801 3198.125854492188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 -1 7 8 -7 10 14 12 -12 18 16 -16 27 -11 20 -20 -13 -22 -21 26 25 -25 -18 28 -5 -30 right_child=1 -3 -4 9 -6 6 -8 -9 -10 17 11 13 -14 -15 15 -17 23 -19 19 22 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.016322628341114323 0.03151910623198613 -0.02668158647104274 -0.018075635478169264 0.015980358954693595 0.025548443649760284 0.019039900715724242 -0.0049852469925321151 0.029320329163777296 -0.015600420874763203 0.019061012063137647 -0.00042820611081711925 0.023537286316558916 -0.014417827143243947 0.020616301384261189 -0.00063045958761214296 -0.030567625277515501 0.0074929838260687958 0.0004263220335061284 -0.02776688067227388 0.012364046149056179 -0.011264582239492966 0.014269113429977519 -0.013777962102983385 0.0076311411855732808 0.018487274584489337 -0.0075969080565771469 0.03550673911027441 0.0059339411216904961 0.0037136920110582353 -0.018092678851302998 leaf_weight=8.9761792793869954 7.991320342756806 2.7446714956313372 12.907488900236784 7.4068857580423346 10.460809942334889 10.16287468746305 16.996642902493477 12.136742435395716 9.5931844413280469 12.551706552505491 35.85598948970437 9.9786093980073911 83.725589641369879 9.7836979320272786 19.689901389181617 10.334264288656412 12.25777553021908 1458.5113123720512 12.257377512753008 12.302063912153246 21.707168973982334 12.411690182983873 16.507172539830208 58.841276682913303 15.286296196281908 43.918789744377136 8.1590449512004835 26.6432014554739 10.86068558692932 33.680270377546549 leaf_count=68 492 44 134 52 52 54 88 62 49 55 245 62 432 63 98 66 77 7928 59 54 99 55 73 273 72 198 48 137 46 271 internal_value=6.5057e-05 0.01664 -2.3303e-05 9.3144e-05 0.00637683 0.00291103 0.00644236 0.0125325 0.00221919 -0.000129005 -0.00240544 -0.00591537 -0.0102231 -0.000490021 0.000642115 -0.0109348 0.0022435 0.000585321 -0.00291473 -0.0101221 0.00379729 -0.00197599 -0.00261485 0.00562987 0.0033714 0.0011228 0.0186879 -0.00372268 -0.0086754 -0.0127755 internal_weight=2024.64 10.736 2013.9 2001 68.3264 57.8656 48.8894 31.8928 19.7561 1932.67 461.608 214.529 119.582 94.9478 247.078 30.0242 217.054 1471.06 85.1641 41.0666 44.0975 34.1189 28.8092 138.463 118.046 102.76 20.4168 78.591 51.9478 44.541 internal_count=11506 536 10970 10836 373 321 253 165 103 10463 2480 1142 677 465 1338 164 1174 7983 402 186 216 154 127 668 543 471 125 506 369 317 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=9 28 24 11 24 25 10 27 25 15 19 6 20 8 25 14 14 28 0 14 10 19 8 17 5 10 8 21 18 20 split_gain=3.26079 7.96983 5.24915 4.79117 9.82696 6.14716 5.7342 4.41008 4.45778 4.21883 5.49828 4.0046 4.62732 6.25058 6.05323 4.42059 5.5986 9.11549 6.86757 5.55128 6.49785 3.93518 3.92464 4.52214 3.88555 3.89486 3.85001 3.88628 3.76559 6.35104 threshold=50.144309997558601 5.8949439525604257 49.800859451293952 -1.0000000180025095e-35 0.11394425854086877 2.3214999437332158 3.6890529394149785 1.9421250224113467 1.6739166378974917 4.0250000953674325 29380.770507812504 16.230081558227543 6350.1872558593759 16.514513015747074 7.7604167461395273 13.896041870117189 18.24818325042725 0.18487876653671267 34.500000000000007 12.546669483184816 7.4436261653900155 52802.496093750007 2.3016791343688969 7274.0187988281259 70.416667938232436 1.1692548394203188 0.56253641843795787 2605.972045898438 4429.0444335937509 1623.4248657226565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 11 4 6 7 -2 8 -5 -3 -11 15 -13 -14 -15 19 17 -17 -19 26 -21 -16 -6 -24 -7 -26 -1 -28 29 -27 right_child=1 9 -4 5 22 24 -8 -9 -10 10 -12 12 13 14 21 16 -18 18 -20 20 -22 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=0.005647058726807843 -0.0065302762194874185 0.029420882013743425 -0.019875296122538633 0.008526627871417905 0.017763624096573012 -0.024468697760966253 -0.028989123233235412 0.020267335528183241 -0.0053027189810343272 -0.036628937571270878 0.020248530791789714 0.020541040031298398 0.018142435108265655 -0.019074091176827016 0.015686135028689794 0.0086504356510756428 0.00073145389542505557 -0.0084472726444001153 -0.032377758855019242 -0.002899982253480547 0.023330580345301562 -0.0076941911867910205 -0.020873892337041892 0.0097439625256535711 -0.017383255726358748 -0.0013606085515897078 -0.016241477234380464 -0.00069317199587595377 -0.022322743935583266 0.026452247428457372 leaf_weight=87.040749296545982 36.861041501164436 14.846489994786682 12.425409650430081 91.254347510635853 17.721082436852157 7.2660014927387229 14.162642925977705 20.988737508654594 27.239562947303057 2.3174981335178009 4.4994500232860446 16.477332500740886 16.413385845720768 14.831763375550507 14.082901746034624 13.405624777078627 50.934165397658944 23.043216727674007 20.302156073972583 15.26281029358506 19.181219283491373 11.999405838549135 7.0550460442900684 11.287427438423036 10.520393591374157 27.124471359886229 14.620673835277556 1386.0495514906943 4.6838314291089764 10.155790151096879 leaf_count=464 159 292 133 435 209 44 64 121 140 15 135 103 73 71 68 58 250 111 92 68 88 58 37 101 80 427 66 7381 57 106 internal_value=6.30053e-05 0.00290534 -0.000447109 0.00157788 -0.00429187 0.00414362 -0.0127642 0.00759259 0.00534752 0.02045 0.000912396 -0.000305411 0.00652964 0.00250241 -0.00377185 -0.000614926 -0.00648901 -0.0129694 -0.0196559 -0.000199363 0.0117073 0.0049298 0.00769499 -0.00203255 -0.00390769 -0.00106121 -0.00047503 -0.000855471 0.00303073 0.0062161 internal_weight=2024.05 307.984 1716.07 286.32 87.0872 199.233 51.0237 139.483 118.494 21.6634 6.81695 1703.64 73.8048 57.3275 40.9141 1629.84 107.685 56.751 43.3454 1522.16 34.444 26.0823 36.0636 18.3425 59.7505 52.4845 1487.71 1400.67 41.9641 37.2803 internal_count=11506 2422 9084 1980 570 1410 223 696 575 442 150 8951 373 270 197 8578 511 261 203 8067 156 126 347 138 714 670 7911 7447 590 533 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=7 20 24 20 20 18 27 16 7 0 5 27 15 24 14 7 19 7 10 19 21 6 15 1 28 26 16 2 11 11 split_gain=3.07435 5.48561 3.47047 4.42145 5.99037 10.8756 6.57649 4.11118 3.98462 4.21401 5.65074 4.73429 4.28914 3.83882 4.32864 3.91864 5.87951 3.77429 5.23713 3.56047 3.13746 2.77448 2.79933 2.75837 4.33423 4.30806 6.37366 4.41291 3.8965 5.05098 threshold=81.041667938232436 7564.1044921875009 9.618260860443117 41259.710937500007 29546.952148437504 657.99929809570324 9.4484882354736346 9.9632163047790545 42.430555343627937 54.500000000000007 25.833333015441898 34.012769699096687 1.4305019378662112 45.801767349243171 5.4851727485656747 2.8452380895614628 89695.210937500015 75.208332061767592 3.4988597631454472 52802.496093750007 63343.482421875007 0.85355338454246532 2.1722222566604619 13.500000000000002 3.8072715997695927 1.3981500267982485 7.3755395412445077 8150.1801757812509 10.583333492279055 13.166666507720949 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 21 3 4 17 -6 -7 -8 9 10 11 19 13 14 15 16 -13 23 -19 -4 -21 22 -2 28 25 26 27 -25 -1 -30 right_child=1 -3 8 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00022174488904602913 0.016515784115136916 -0.034741143846389634 -0.0022701212975053922 -0.015389906337966735 0.029724106275521564 -0.019647103657965667 0.02165803704466164 -0.0032404826122856278 0.017351713743712499 -0.025465812889832545 0.018520605078512067 0.024856726549288874 0.013847392395826908 -0.025677980836323382 0.02137771040156956 -0.021140233261449683 -0.0045459878390817273 0.00067437575233485615 -0.027238827074220658 -0.032785894764740177 -0.01278486094210908 0.022116759668924523 -0.022680507010550171 -0.005859395603758936 0.019276525601165381 -0.012488174901937316 0.020853216630458617 0.0056386654134513376 -0.01748451934714506 0.0021223887535217955 leaf_weight=1491.0454848445952 3.6256125718355241 2.2031281664967528 21.778846625238657 16.85713705047965 17.054654093459249 10.297428244724868 11.772571116685869 12.105923628434537 7.3158397218212476 8.8128919601440412 9.3220680058002454 6.8432423397898665 14.073793068528174 6.7776311933994284 6.4633252732455722 10.571403754875062 57.979134060442448 13.361730553209783 11.054208179935811 9.1361309215426427 31.040127869695425 14.947882653214036 2.9940798161551356 47.452850639820099 14.330495830625294 16.452178932726383 17.210389137268066 81.873388320207596 27.013673579320312 21.031119257211685 leaf_count=7455 97 57 147 92 88 55 62 60 102 45 42 54 68 89 45 110 484 88 88 73 368 633 40 205 97 86 92 364 122 115 internal_value=-0.000375097 0.0103502 -0.000502633 -9.74008e-05 4.64495e-05 0.0101572 0.000392882 0.00903498 -0.00435837 -0.00522723 -0.00420209 -0.00548848 -0.00153768 -0.00398059 -0.00218408 -0.00420398 -0.00144197 -0.0002511 -0.0119632 -0.0120381 -0.0173331 0.0149563 -0.00121266 -8.44953e-05 0.00345867 0.00206791 0.00370217 0.00141976 -0.000492704 -0.00890179 internal_weight=2022.8 23.7707 1999.03 1808.91 1792.06 51.2306 34.1759 23.8785 190.114 182.799 173.986 164.664 102.709 88.6347 81.8571 75.3938 64.8224 1740.83 24.4159 61.9551 40.1763 21.5676 6.61969 1716.41 177.319 162.989 146.537 129.326 1539.09 48.0448 internal_count=11523 827 10696 9069 8977 265 177 122 1627 1525 1480 1438 850 782 693 648 538 8712 176 588 441 770 137 8536 844 747 661 569 7692 237 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=7 20 24 12 27 12 20 20 18 15 16 11 7 10 6 15 1 13 20 16 28 26 26 1 13 2 5 8 5 19 split_gain=2.9224 5.12603 3.28147 5.91112 7.13255 6.48289 4.16537 5.6148 10.1736 6.2433 5.30868 3.58327 3.52336 4.81362 2.69124 2.62505 2.61311 6.55511 5.39962 6.16415 7.34066 7.58915 7.05651 5.17877 4.72721 4.41794 4.39122 4.16102 4.64948 4.58924 threshold=81.041667938232436 7564.1044921875009 9.618260860443117 32.621431350708015 24.772876739501957 26.860750198364261 41259.710937500007 29546.952148437504 657.99929809570324 0.35450267791748052 10.779513835906984 -2.4166666269302364 75.208332061767592 3.4988597631454472 0.85355338454246532 2.1722222566604619 4.5000000000000009 3.8452380895614628 15825.591308593752 7.276738405227662 3.8072715997695927 1.322723984718323 0.78586468100547802 10.500000000000002 3.3484847545623784 89768.199218750015 14.833333492279055 1.474529027938843 30.416666984558109 31000.577148437504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 5 -5 11 7 12 -9 -10 -11 -4 16 -14 15 -2 17 24 19 22 21 -21 -18 25 -1 -24 -25 -19 -29 -30 right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 18 27 -20 20 -22 -23 23 26 -26 -27 -28 28 29 -31 leaf_value=-0.00010591894589135253 0.016242796711260842 -0.032752156387585218 -0.022539095308726238 0.026915342452046128 -0.007057320226341212 -0.032552331707214777 -0.014946521814379473 0.028686947115965984 0.020818448284064445 0.0095839869579029905 -0.018908319778840443 -0.0037092964706186044 0.00065439756598717274 -0.025990866201869745 0.021879542099398946 -0.02168415019075522 -0.020419261880118156 -0.00065289173876673047 -0.01209419146713509 0.017773248158386865 0.036520141894559238 -0.012693021979618708 0.017995281822616973 -0.016523565145854534 0.014139203761831915 -0.0021739278314557584 0.0019440548359159998 -0.022263812962740742 -0.010055458073269647 0.010344172262876244 leaf_weight=1265.0239683482796 3.5766980741173091 2.2658192887902251 9.6848529819399101 11.358013566583397 10.89928451925516 7.9872480407357207 16.836794501170516 17.139784598723054 9.6597713232040388 9.7351799979805964 14.882562473416327 149.49289419036359 13.356644831597807 11.234596337191759 14.661011070944367 3.0370307322591543 12.20103284716606 68.346387855708599 20.661278022453189 21.401431754231453 10.142300331965087 11.214661344885824 32.152591317892075 12.689353853464125 21.319287315011024 14.043407648801802 133.50241037085652 22.534434035420418 58.924590274691582 11.935601241886614 leaf_count=6414 97 57 126 66 89 41 92 88 50 47 80 1305 88 88 633 40 57 311 114 115 72 57 141 54 97 72 590 98 274 70 internal_value=-0.000364028 0.0101444 -0.000487817 -0.00424459 0.0102791 -0.00617836 -9.44278e-05 4.51076e-05 0.00981551 0.000379229 -0.00764093 -0.00485496 -0.000243496 -0.0115186 0.0147131 -0.00117329 -8.19264e-05 -0.000585551 0.00263922 0.00386993 0.0142293 0.00729778 0.00170484 0.00310793 0.000130173 0.0118639 0.000341077 -0.00627778 -0.0103941 -0.00661937 internal_weight=2021.9 23.5406 1998.36 189.422 22.2573 167.165 1808.94 1792.1 51.4173 34.2775 24.6177 159.178 1740.68 24.5912 21.2747 6.61373 1716.09 1448.08 268.008 247.347 42.7584 32.6161 204.589 192.388 1286.34 46.196 146.192 161.741 93.3946 70.8602 internal_count=11523 827 10696 1627 155 1472 9069 8977 265 177 127 1431 8712 176 770 137 8536 7264 1272 1158 244 172 914 857 6511 213 644 753 442 344 is_linear=0 shrinkage=0.03 end of trees feature_importances: delta_cents_mean_l=284 delta_cents_std_l=259 delta_cents_std_m=247 iy_std_l=245 price_cents=224 delta_cents_mean_m=215 price_cents_mean_s=210 cri_std_s=204 price_cents_mean_l=199 price_cents_std_l=196 delta_cents_mean_s=193 cri_std_l=178 iy_mean_l=167 cri_std_m=165 delta_cents_std_s=164 iy=163 iy_std_s=156 iy_std_m=152 price_cents_std_m=147 iy_mean_s=138 price_cents_mean_m=136 cri_mean_l=127 iy_mean_m=113 delta_cents=108 price_cents_std_s=99 cri_mean_m=99 cri_mean_s=96 cri=26 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 42] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 42] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null