tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=8 objective=lambdarank feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 feature_infos=[-0.083718836307525635:0.51771891117095947] [0:1] [0:1] [0:1] [0:41.11429765564683] [0:15.155127731332289] [-0.15553517639636993:0.9999658465385437] [-0.029538471251726151:0.42045190930366516] [0:1] tree_sizes=3452 3456 3437 3435 3436 3434 3449 3438 3448 3434 3438 3429 3448 3450 3445 3437 3422 3445 3441 3437 3424 3424 3429 3446 3449 3457 3443 3444 3458 3461 3451 3451 3469 3457 3448 3466 3467 3450 3451 3449 3457 3435 3448 3444 3436 3461 3419 3447 3446 3466 3449 3423 3445 3438 3436 3448 3441 3453 3444 3445 3432 3450 3434 3430 3448 3441 3474 3442 3461 3463 3454 3432 3461 3433 3435 3442 3467 3449 3449 3459 3439 3435 3453 3457 3446 3434 3423 3468 3425 3448 3455 3453 3446 3471 3448 3436 3452 3466 3458 3449 3446 3446 3437 3456 3442 3442 3454 3419 3444 3422 3446 3437 3448 3447 3449 3440 3438 3429 3441 3448 3458 3432 3457 3449 3450 3434 3446 3453 3424 3443 3437 3436 3432 3437 3441 3449 3433 3436 3424 3439 3449 3445 3442 3429 3454 3455 3436 3438 3442 3449 3461 3466 3440 3438 3463 3453 3469 3468 3444 3432 3451 3459 3454 3459 3449 3453 3452 3439 3437 3427 3436 3452 3460 3456 3439 3441 3443 3454 3425 3463 3436 3453 3455 3433 3427 3461 3483 3448 3448 3469 3440 3451 3480 3444 3456 3436 3454 3427 3447 3449 3444 3449 3457 3436 3451 3467 3436 3455 3459 3475 3456 3451 3455 3457 3447 3454 3478 3436 3446 3456 3446 3477 3436 3459 3465 3426 3432 3434 3415 3427 3450 3420 3460 3449 3454 3431 3474 3451 3461 3468 3481 3423 3408 3429 3434 3443 3439 3434 3463 3440 Tree=0 num_leaves=31 num_cat=0 split_feature=0 4 4 8 7 5 1 6 0 2 6 7 8 0 0 4 7 0 5 4 3 3 6 0 0 7 7 7 6 4 split_gain=124.28 38.8704 20.6306 10.0462 9.77456 8.59433 8.46033 9.12416 7.28347 6.83629 7.03646 6.79017 6.39971 5.54945 7.60407 4.42477 3.90699 6.56562 4.15993 3.89488 7.28421 3.87026 3.63078 3.55091 3.22183 3.39998 3.18865 6.60687 3.62906 3.16801 threshold=0.34950956702232366 7.523290384156204 8.2200109890052264 0.81666666666666676 0.17716495692729953 8.1967509811877814 1.0000000180025095e-35 0.40200632810592657 0.20976476371288302 1.0000000180025095e-35 0.38737140595912939 0.14832668751478198 0.2678571428571429 0.15217817574739459 0.29065339267253881 7.523290384156204 0.25325515866279608 0.19074301421642306 3.9455986189992687 6.2599681625794785 1.0000000180025095e-35 1.0000000180025095e-35 0.5158887803554536 0.17383250594139102 0.27846254408359533 0.10382096841931344 0.069068975746631636 0.10529709979891778 0.26539352536201483 2.5289968048817539 decision_type=2 2 2 2 2 2 2 2 2 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 24 6 9 21 -5 13 19 15 22 -1 16 -2 18 -18 23 20 -11 29 -6 -15 25 -3 -4 28 -28 -8 right_child=2 4 26 8 12 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0004317165224377883 0.027706142330679213 0.011780398965840105 0.054888465677966521 -0.031181499687732907 -0.036065017710697055 0.043700351757039978 0.0015389407462979088 0.028626505565348466 0.040559643638552523 -0.041707138543494365 0.052045449196205122 0.0086928090032706851 0.03778174446328985 -0.0021461332683107306 -0.0065420570020210487 -0.004180685649312189 -0.019478706868872531 0.0051278668249695302 -0.036628690463669671 0.032829805223258443 0.026110827970380928 0.0044163296531322758 0.043629028883192922 -0.0162419764711976 0.012062622386122868 -0.016036896615723526 0.024218900222167102 0.036716830807923442 -0.015455309412268562 -0.016665014955536194 leaf_weight=40.695338619749236 34.99112594340113 7.0675247540602895 6.5043465950293458 1.6101945508671622 1.796003687661144 2.7808417876658487 13.48850746755488 8.9501285722108133 6.0933723566122353 3.5324743271339667 2.9959979098857721 73.254936697965604 18.318056126066949 17.21761172596598 154.15372392119025 4.4102628888431346 17.660703403525986 21.813035166840564 8.5089709024468885 2.1462762221344747 2.3896450717002153 29.918959671347693 0.72107362840324629 244.3378330405103 41.185038961855753 8.9778352927532961 5.2443459073547256 54.161930378355464 3.433548238594085 23.759489683958236 leaf_count=1508 1015 230 100 218 51 80 573 377 456 154 109 1942 375 556 5069 108 774 896 244 74 48 1068 21 8409 1323 325 113 809 93 819 internal_value=-1.628e-10 -0.00589226 0.0220188 -0.00847482 0.0140248 -0.00891601 -0.00916335 0.000172743 0.0255644 -0.010542 0.0127848 0.0140944 0.0316185 -0.0110537 -0.011986 0.024137 -0.0146971 -0.00588121 -0.0159856 -0.00179366 -0.0143418 -0.00361878 -0.0132349 -0.0153141 0.00761975 -0.00378417 0.0348928 0.0328231 0.00852116 -0.0100729 internal_weight=862.119 680.119 182 602.053 78.0655 594.35 591.569 76.1171 7.70357 515.452 11.0644 112.656 20.8351 504.387 463.692 39.4014 309.538 39.4737 270.064 8.0684 5.92212 67.167 2.51708 261.555 57.2304 16.0454 69.3442 62.8398 8.67789 37.248 internal_count=27937 23757 4180 21432 2325 20758 20678 2837 674 17841 385 3065 447 17456 15948 1123 10879 1670 9209 276 202 2460 72 8965 1878 555 1115 1015 206 1392 is_linear=0 shrinkage=0.03 Tree=1 num_leaves=31 num_cat=0 split_feature=4 0 0 7 1 4 2 7 1 4 6 4 6 0 6 7 1 6 8 0 0 2 0 8 0 0 3 6 6 3 split_gain=198.495 65.6448 49.7329 27.2365 17.1976 13.6235 13.4726 14.7181 12.9991 19.1523 13.7791 13.5752 12.9851 12.6667 12.3309 12.1152 11.489 15.7772 11.2758 12.0592 10.8902 13.3337 11.8633 10.3687 9.57657 17.3485 9.51505 11.524 8.73876 8.96361 threshold=6.373306629157784 0.3251031786203385 0.3762121200561524 0.17660862207412723 1.0000000180025095e-35 6.0252173556840605 1.0000000180025095e-35 0.11592447012662889 1.0000000180025095e-35 7.8594696930916443 0.59878087043762218 18.230563520264287 0.072015702724456801 0.42063632607460028 0.53522199392318737 0.069068975746631636 1.0000000180025095e-35 0.072015702724456801 0.81666666666666676 0.20976476371288302 0.16250057518482211 1.0000000180025095e-35 0.27522246539592748 0.81666666666666676 0.3450393825769425 0.32026907801628118 1.0000000180025095e-35 0.14288520067930224 0.50882095098495495 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 16 3 8 6 -6 7 13 10 -10 11 -2 23 -3 -9 -4 18 -18 20 -20 -1 22 -22 -5 25 28 27 -23 -14 -30 right_child=2 4 15 12 5 -7 -8 14 9 -11 -12 -13 24 -15 -16 -17 17 -19 19 -21 21 26 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0024615651112581331 0.00064785227304874494 0.010180695161445359 0.057288058676726109 0.020715908143213804 0.013221460700427422 0.05426260154555082 0.05816451468751746 -0.0044966682556877666 0.00077515370117068173 0.029049259904681022 0.037270323818896167 0.037067391150156552 0.0030602146200573404 0.05941436810836951 0.0085105156016510638 0.026228930836001852 -0.019440257496641775 0.0025072976944890773 -0.036828016254913686 0.027575359269484095 -0.013016819374593312 0.043514872023539486 -0.0067812775963183884 0.05868924283265757 -0.00058459305209020769 0.038890346001511499 0.035853211488786473 -0.033726531944358949 0.03865884554571785 0.00046618663172003484 leaf_weight=196.77620352405938 308.54277228540741 76.236447846516967 12.277088129892944 12.807400523801334 75.783239657961531 8.0528393178246898 3.8470580221619448 245.13994194495899 40.319777376716956 46.346872260328382 10.13369266502559 9.4947179798036796 39.779907933436334 5.0122723095118991 89.559421987331007 142.46597595210187 35.406558552873321 176.05281390646996 3.2213460330385741 13.938995249220168 678.97004835222469 2.5796481918077925 461.07662661716313 13.08166302414611 23.748042385326698 31.627073206938803 9.6447386154904962 5.3305961852893233 16.386685904115438 8.3479504249990004 leaf_count=2086 2454 718 75 102 740 87 33 2127 387 348 57 38 335 18 783 996 386 1874 199 298 8517 73 4487 63 170 153 88 55 127 63 internal_value=-2.95977e-11 -0.00467523 0.0136372 0.00948136 0.00475848 0.0171637 0.00228108 0.00176422 0.00556149 0.0158953 0.00283243 0.00173512 0.020636 0.0132179 -0.00101618 0.0286931 -0.00767657 -0.00116758 -0.0086801 0.0154855 -0.00898629 -0.0100954 -0.0104949 0.0399037 0.0164753 0.0206893 0.0158511 -0.00853696 0.0117666 0.0257688 internal_weight=2801.99 2086.63 715.36 560.617 503.631 83.8361 419.795 415.948 414.838 86.6666 328.171 318.037 145.779 81.2487 334.699 154.743 1583 211.459 1371.54 17.1603 1354.38 1157.6 1140.05 25.8891 119.89 96.1416 17.555 7.91024 64.5145 24.7346 internal_count=27937 22569 5368 4297 4506 827 3679 3646 3284 735 2549 2492 1013 736 2910 1071 18063 2260 15803 497 15306 13220 13004 165 848 678 216 128 525 190 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=4 0 8 0 5 6 5 1 6 6 4 6 6 2 0 4 0 7 0 6 4 8 0 7 4 4 6 0 0 6 split_gain=152.235 56.5112 35.1736 36.7874 16.0664 14.3789 13.3661 11.3036 13.4428 11.2945 10.3152 14.4341 10.8662 9.80175 9.71909 10.1355 8.80517 12.4482 9.96332 8.75063 11.7626 8.59993 9.83481 8.30726 8.05578 7.79031 7.52967 14.0288 9.3026 18.287 threshold=6.373306629157784 0.33261813223361975 0.73214285714285732 0.31421725451946264 8.1967509811877814 0.15397283434867862 4.9330445580954017 1.0000000180025095e-35 0.03775372542440892 -1.0000000180025095e-35 8.2200109890052264 0.58249711990356456 0.63250949978828441 1.0000000180025095e-35 0.38173092901706701 13.929892438582788 0.35670730471611029 0.1147204600274563 0.33347861468791967 0.17462222278118136 8.0016521631990933 0.81666666666666676 0.31775394082069403 0.24893484264612201 7.1113841531889435 11.12914645856425 0.51052418351173412 0.23035723716020587 0.25481888651847845 0.057358236983418472 decision_type=2 2 2 2 2 2 2 2 2 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 23 7 -4 10 21 -9 -3 12 -12 19 16 15 -7 18 -18 -11 20 -5 -1 -23 26 -21 -13 28 -28 29 -2 right_child=2 9 5 6 -6 14 -8 8 -10 13 11 25 -14 -15 -16 -17 17 -19 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0078274902149029352 0.034992480636467871 0.055228879827036906 0.051030360568367593 0.0036494220934679979 0.034910155811430504 0.0090412927390929702 0.041528230432731794 -0.024811167068202446 0.0018938110776427596 0.030575828372970588 0.016203435860734357 0.054535079390488045 -0.042397613766751198 0.056434372913085389 0.044196304490570937 0.04647069701139489 0.027868866941417929 0.0063856685860071236 -0.0013787368270888989 0.029189370769159929 -0.048521447285132434 0.0024490544411614364 0.059253268527893137 0.048892009647092304 0.0076561290034486791 0.013736374464778942 -0.032310770712963566 0.02372361553065528 -0.0044565408632272086 0.00051872489910692577 leaf_weight=1462.32463999022 17.523304294794798 4.147569573367945 22.493119345977902 31.32346039172262 8.4238069409038854 36.057687807129696 17.960211889818311 18.500943656777963 204.31339136439783 9.2446866736281645 193.5518711139448 14.522962689399721 3.8141570314764968 3.3683244996936983 14.397367983125148 7.9461445510387412 27.8156857942231 190.67840087099466 175.36691993830027 24.649233881384134 4.4409140953794113 15.015099529118745 3.3563040494918814 3.3303656904026857 42.762564535601996 5.9328965041786423 4.7452478567138341 26.353460819460452 171.71754420059733 66.040442747529596 leaf_count=15833 105 31 185 303 66 332 106 249 2144 75 1300 50 27 28 168 57 285 1664 1684 182 34 472 38 20 395 36 36 138 1432 462 internal_value=-1.06561e-10 -0.00402151 0.0120298 0.00963379 -0.00641889 0.03065 0.016343 -0.00662326 -0.000323583 0.00597347 0.0149338 0.0187363 0.00732789 0.00547088 0.0228006 0.0158002 0.00504503 0.00912062 0.000221433 0.00916611 -0.00282871 -0.00757123 0.0128267 0.00178412 0.0155298 0.0427021 0.0012363 0.0151735 -0.000461552 0.00774787 internal_weight=2832.12 2122.56 709.563 628.669 1711.93 80.8943 338.958 1703.51 222.814 410.622 320.998 214.008 106.99 406.474 58.4012 44.0038 403.106 218.494 184.612 103.176 35.7644 1480.7 18.3714 289.71 67.4118 20.4559 286.38 31.0987 255.281 83.5637 internal_count=27937 22569 5368 4626 18802 742 2433 18736 2393 3767 2327 1386 941 3736 557 389 3708 1949 1759 914 337 16343 510 2193 577 86 2173 174 1999 567 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=4 0 8 0 5 8 7 6 1 0 6 7 4 4 8 7 6 6 5 4 6 0 0 0 6 4 4 0 4 0 split_gain=131.296 43.1648 30.8564 21.7443 14.0537 11.2299 11.4797 11.0378 9.29967 10.6306 9.08973 9.05453 8.89566 8.58846 8.13412 7.17589 6.99216 7.86585 6.93321 6.91345 6.81498 7.98124 13.894 9.06715 8.45111 6.86501 8.05676 7.73391 8.71217 6.80492 threshold=6.373306629157784 0.34274563193321234 0.73214285714285732 0.3194758147001267 8.1967509811877814 0.2678571428571429 0.1147204600274563 0.59878087043762218 1.0000000180025095e-35 0.3216207623481751 0.042475296184420593 0.14957885444164279 2.5289968048817539 6.1161920809740193 0.2678571428571429 0.25011394917964941 0.52566951513290416 0.47340346872806555 4.9330445580954017 7.8594696930916443 0.50882095098495495 0.25481888651847845 0.25343532860279089 0.25267314910888677 0.42607006430625921 7.5348514732503933 15.668307516544177 0.28678199648857122 11.755162190527424 0.27595959603786474 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 20 5 8 -7 14 -1 12 -4 13 -10 -3 16 -13 17 -5 -16 -19 21 22 23 -2 25 29 27 -27 -29 -23 right_child=2 11 10 7 -6 6 -8 -9 9 -11 -12 15 -14 -15 18 -17 -18 19 -20 -21 -22 24 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0075908065003924595 0.0084090439960611395 0.011221597262802502 0.052833094196335563 0.0030258717406990024 0.031997648743847057 -0.016348478589620553 0.0014129028993738865 0.036363394814046358 0.0036106028518816781 0.032097636723042028 0.025087439762148205 0.0017101340089649365 -0.013090518688214104 0.045566118229208884 0.015024934755690875 0.038745598787798305 0.020879854160585527 -0.052535391974920485 0.041914174230427204 0.0096838901230179696 0.016652009505007326 0.0075928334200629048 0.051073118749501892 -0.031585994396666345 -0.018648862332755173 -0.0036120240065810171 -0.029555210531965564 0.010453649354007753 0.048667145187985643 -0.01623602826582653 leaf_weight=1303.8987454161033 76.512942252680659 110.29593184031546 12.833762051537631 35.174728903453797 8.961657284293322 36.97283329651691 286.79509865072032 20.386999644339085 91.308920418145135 8.9722545477561635 61.79721496719867 184.59127705910942 41.862777257279959 6.9669679515063754 209.42480010224972 4.8317457898519924 15.246775267645715 4.7414846867322913 9.0011066030710918 2.4314887672662735 31.389256189577281 16.076228546909988 6.5732630901038638 5.465985842049121 23.660931171616539 33.547888047993183 5.5530731156468383 48.111008457373828 6.0440758569166055 32.776704059913754 leaf_count=14151 538 1060 115 296 70 439 3413 117 939 162 627 1732 493 75 1673 35 93 26 47 15 203 150 26 16 207 335 36 431 77 340 internal_value=-1.07767e-10 -0.00368381 0.0116976 0.0093693 -0.00547595 -0.0056657 -0.000615367 0.0150619 -0.00679647 0.000490087 0.0298587 0.00671058 -0.00163943 0.0132621 0.0134885 0.00265482 0.00345928 -0.00281279 0.016133 -0.0314443 0.00346364 0.00183588 0.00910727 0.00574235 -0.0020484 0.00071555 0.00548796 0.00770678 0.0147185 -0.00839457 internal_weight=2742.21 2085.46 656.75 582.119 1778.77 1769.81 323.768 296.407 1446.04 142.144 74.631 306.686 133.172 117.263 276.02 189.423 57.5945 42.3477 218.426 7.17297 285.711 254.322 88.5522 81.9789 165.77 142.109 93.256 87.703 54.1551 48.8529 internal_count=27937 22569 5368 4626 19667 19597 3852 2267 15745 1594 742 2902 1432 1135 2150 1767 430 337 1720 41 2359 2156 580 554 1576 1369 879 843 508 490 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=4 0 8 0 6 4 1 6 4 6 6 6 0 7 6 6 0 6 8 7 7 6 5 7 6 5 5 1 6 0 split_gain=107.774 28.7778 27.5491 21.8794 11.9365 10.911 10.6768 10.4729 10.4327 9.18658 8.87936 8.13886 7.25722 7.25295 8.47353 8.92475 6.96102 6.91079 7.41455 7.26086 7.37842 10.23 6.77043 6.60468 8.95986 6.53758 6.50002 6.49064 7.71801 6.47224 threshold=5.8579421364791591 0.3216207623481751 0.73214285714285732 0.36328005790710455 0.53924754261970531 8.0016521631990933 1.0000000180025095e-35 0.58249711990356456 5.9275776319288873 0.55165287852287304 0.042475296184420593 0.68199843168258678 0.28601711988449102 0.18032167851924899 0.48759149014949804 0.47340346872806555 0.33261813223361975 0.4334400892257691 0.46428571428571436 0.22648720443248752 0.22009836137294772 0.36615896224975591 4.4551287731508555 0.22730699926614764 0.69375240802764904 1.0000000180025095e-35 6.9240744798897653 1.0000000180025095e-35 0.072015702724456801 0.16054411977529529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 27 3 5 6 8 -3 16 -2 -6 -4 -10 -13 14 15 -5 17 19 -19 20 21 -7 25 24 -15 -12 -11 29 -29 -1 right_child=2 4 10 13 9 7 -8 -9 11 26 22 12 -14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0015492374242731366 0.039572065927034293 -0.0020081168655215688 0.046950202562952334 0.01794775869792983 0.045543296807278123 0.0043368010011432187 0.011315068415465921 0.036208447772163456 -0.00085889552443066993 0.0076698458553116043 0.022906001207485913 -0.0027811720961830387 0.050194301061214933 0.0076468738643158223 0.034839829214466947 -0.038008754330035768 0.01743728078593958 0.0067665965826990094 -0.023156531936736145 0.051274675617143682 -0.060252240882066904 0.03177542923780001 0.0524930648071276 0.03511299841939982 -0.038728334386650201 -0.0035463968888014255 0.039378541286078331 -0.017578462719012863 0.0013600619339750077 -0.0073129308036689548 leaf_weight=207.66410204902058 6.1285946725402018 257.76599636441097 15.045082595897837 87.948831845540553 7.4207624346017829 106.7201036028564 68.524883338657673 12.535529057495294 290.8726922601345 65.54313188890228 48.106656809599372 4.0889547029510123 5.4021684899926186 42.830181019031443 29.44878007331863 2.6423661559820166 52.294065697584301 14.89865296892822 14.912116918712853 3.375009160488843 1.4650379493832577 13.811795303598045 5.7169204084202638 6.854093810543417 4.1092244833707801 10.189816175960003 6.3851751419715574 21.679696195875295 181.523395435579 1126.6999421360015 leaf_count=2038 40 2736 203 700 53 1017 737 78 2724 611 561 41 46 347 196 18 448 110 93 21 5 120 36 46 17 129 48 357 1775 12586 internal_value=3.32597e-12 -0.00378012 0.00942468 0.00752965 0.0033277 0.0044828 0.000789907 0.0095801 0.000823766 0.0137634 0.0262118 3.31489e-05 0.0273715 0.0167579 0.0208601 0.0163156 0.00797124 0.00478133 -0.00820173 0.00786843 0.00666761 0.007481 0.0213376 0.00760392 0.00358704 0.0182823 0.0104847 -0.00565531 -0.000660485 -0.00641594 internal_weight=2722.6 1943.21 779.397 700.338 405.64 526.505 326.291 220.012 306.492 79.3491 79.0585 300.364 9.49112 173.833 120.04 90.5912 207.477 155.183 29.8108 125.372 121.997 120.532 64.0134 53.7935 46.9394 58.2965 71.9283 1537.57 203.203 1334.36 internal_count=27937 20941 6996 6067 4185 4743 3473 1892 2851 712 929 2811 87 1324 914 718 1814 1366 203 1163 1142 1137 726 410 364 690 659 16756 2132 14624 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=4 0 8 0 5 7 8 7 7 6 6 1 1 6 4 5 0 2 0 0 4 0 7 4 7 0 1 5 4 0 split_gain=92.9424 37.8664 19.7292 20.8872 11.3421 10.6761 10.3625 9.21679 9.01317 8.98322 8.71625 8.3799 7.76036 6.92276 8.09422 10.7758 6.97581 6.69414 11.5481 7.20531 8.71824 8.40157 7.79875 6.55723 6.55025 6.43336 6.00169 5.89235 5.68967 5.62983 threshold=6.373306629157784 0.35670730471611029 0.73214285714285732 0.31421725451946264 8.1967509811877814 0.11350248754024507 0.2678571428571429 0.095235347747802748 0.10322001203894617 0.32449534535408026 0.042475296184420593 1.0000000180025095e-35 1.0000000180025095e-35 0.59878087043762218 8.3430480616909453 6.3985309064871325 0.45072206854820257 1.0000000180025095e-35 0.23035723716020587 0.23247854411602023 5.8305015982331341 0.26868095993995672 0.23852065950632098 17.327100982140248 0.088559258729219451 0.40136423707008367 1.0000000180025095e-35 4.4551287731508555 14.240334341506205 0.38173092901706701 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 11 9 -8 24 -4 -1 -7 16 15 -15 23 19 -19 20 -10 22 -21 26 25 -3 -5 -12 -18 -14 right_child=2 5 10 13 -6 12 8 -9 17 -11 27 -13 29 14 -16 -17 28 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0064075081119833793 0.0018103300400002229 0.024462480767304985 0.051021202877460099 0.0084179826415335217 0.030472236236636887 0.003514309796436051 -0.016575903454723363 0.049170888723108326 0.0066094359010797276 0.051653779478678052 0.017996315461925479 0.0011109251133416184 0.032510506667395293 -0.029813381945499259 0.043979817952288856 0.045722185247984784 0.052466738553254275 -0.015122387902445487 0.045496458640054888 -0.014530193391756189 0.056228952186604959 0.0012919992094712299 0.017419690193890475 0.031266825264464539 -0.043471250956656091 -0.022484449235016957 0.02072451830835163 0.050616293977351193 -0.0046000378334246925 0.0068596239748532958 leaf_weight=1330.155616977012 233.9715290076565 9.3211515340954119 10.344899685122071 205.93900492740795 8.3742258601123449 153.05457921384368 27.653270817711018 9.9741898905485851 67.085922944825143 4.3800459532067171 52.133009593177121 148.29669188032858 15.806365271564575 3.7896083295345333 13.668648093938826 3.0822648201137781 6.6524894656613451 4.4855314402375353 7.6557021517073736 60.521513513987884 3.3458242385240728 199.45804129069438 7.7571951434947541 14.552827037870882 2.3226525094360104 3.657986242324113 43.135570934042335 5.5106459287926546 2.0590926222503185 15.016872248612342 leaf_count=14664 2193 98 115 1806 74 1420 379 62 805 66 591 1691 157 36 64 22 54 62 108 546 71 2102 101 62 18 16 375 36 14 129 internal_value=5.1363e-11 -0.00299267 0.0104562 0.00849347 -0.00436295 0.008974 -0.00452009 0.0256773 -8.71302e-05 0.0137715 0.0256652 -0.00565337 0.00628006 0.0138324 0.0306269 0.00406684 0.0125657 0.00121449 0.0231011 0.000428693 0.00896659 -0.00181731 -0.0109003 0.0116929 0.0029279 0.0112312 0.0105493 0.0211147 0.0389783 0.0200136 internal_weight=2673.16 2078.32 594.84 526.851 1864.79 213.534 1856.42 29.656 377.963 19.6818 67.9886 1478.45 183.878 292.88 20.5405 6.87187 272.339 350.31 12.1412 338.168 70.4317 267.737 68.2787 263.627 15.3018 12.9791 249.075 57.6437 8.71158 30.8232 internal_count=27937 22569 5368 4626 20603 1966 20529 260 4174 198 742 16355 1706 2433 122 58 2311 3795 170 3625 876 2749 647 2243 132 114 2181 627 68 286 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=4 0 8 0 7 5 8 2 0 6 0 4 0 6 3 3 1 7 7 4 4 4 8 0 6 4 5 6 6 6 split_gain=79.1042 31.9023 18.2818 14.3841 10.6716 10.0305 8.99776 8.07994 7.86372 7.74449 7.32676 11.8245 7.17668 13.9935 9.36212 8.05314 7.15955 7.1508 7.12353 6.63529 7.81274 17.5361 12.4894 6.55935 6.68443 6.45448 6.23669 6.11591 6.05874 5.6209 threshold=6.373306629157784 0.35670730471611029 0.73214285714285732 0.31421725451946264 0.11350248754024507 6.9240744798897653 0.2678571428571429 1.0000000180025095e-35 0.2822012752294541 0.042475296184420593 0.23247854411602023 5.8305015982331341 0.38173092901706701 0.5714591145515443 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.095235347747802748 0.26479019224643713 8.2200109890052264 8.3580325100788766 8.4710725409951966 0.35416666666666669 0.28995701670646673 0.0063455922063440093 3.6553668162112118 5.0222549969409629 0.32449534535408026 0.2129359766840935 0.018345618620514873 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -2 17 6 23 10 -9 -4 11 -8 14 15 -6 16 -14 27 -12 -5 -21 -22 -23 25 -25 -1 -24 -3 -16 -26 right_child=2 4 9 19 12 -7 7 8 -10 -11 18 -13 13 -15 28 -17 -18 -19 -20 20 21 22 26 24 29 -27 -28 -29 -30 -31 leaf_value=-0.0057814449064715213 0.002248457039859918 0.0038863781862422558 0.049971421074212478 0.0061693100415663371 0.0061791251768868599 0.019524883791584301 0.0041187198003177815 0.0042616215714715855 0.053833728714005678 0.020425587293002527 -0.0043326991516171318 0.054736478298285332 -0.0046596648853295414 0.019728219505358368 -0.009819461586012896 -0.025040164885686066 0.043279845391433855 0.04750689846934706 0.02025741796954315 0.034311114415179832 -0.03820286903361695 0.03603415683792386 0.010849424139891647 -0.013021724719323844 0.041015730889428413 -0.014039056456070698 0.044707296952334538 0.046681582675103264 0.03419781728264417 -0.00084534336125083169 leaf_weight=981.3323523906729 230.42216668464243 12.089601812884217 9.2833249354734999 102.21591019327752 76.442387109622359 16.12941965542268 84.104646231979132 7.1731386047322285 4.8120757848955691 57.064227765309624 259.32849778328091 4.3693133095221119 35.935914012836292 21.555662076105364 3.2790650650858906 18.309022193774581 3.0410254895687094 9.3570955786854011 11.05467170292104 18.277320211287588 5.6702071428298941 22.83113391045481 133.6719069306273 43.177417962346226 2.9120980231091371 93.289863824495114 5.0825800523161879 3.9998371358960858 19.858461151598021 333.29042208258761 leaf_count=10980 2193 132 115 992 778 162 855 99 71 627 2896 71 326 187 29 157 44 62 169 96 23 160 1139 393 35 906 23 66 185 3966 internal_value=2.08413e-11 -0.00278205 0.00973255 0.00783406 0.0084783 -0.00402901 -0.0042372 -6.59789e-05 0.0241649 0.0245596 -0.000875248 0.00661849 0.0058862 -0.000875683 0.0112399 -0.00862856 -0.000919369 0.0266531 -0.00332733 0.0123069 0.0156882 0.0136532 0.0154729 -0.00530107 -0.00190982 -0.0064983 0.0120896 0.0145253 0.0279597 -0.000482754 internal_weight=2629.36 2044.84 584.519 518.171 203.868 1840.97 1824.84 370.842 11.9852 66.3476 358.857 88.474 178.422 78.8416 99.5799 57.286 38.9769 25.4465 270.383 287.749 185.533 167.256 161.586 1454 379.38 1074.62 138.754 16.0894 23.1375 336.203 internal_count=27937 22569 5368 4626 1966 20603 20441 4161 170 742 3991 926 1706 714 992 527 370 260 3065 2433 1441 1345 1322 16280 4394 11886 1162 198 214 4001 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=4 0 0 5 8 7 8 6 6 4 4 7 4 0 2 0 1 7 0 0 1 6 0 0 7 7 6 6 0 6 split_gain=71.1066 27.7481 15.6961 11.0161 10.1038 9.51337 9.00183 7.59372 8.87693 7.28592 7.06644 6.99779 6.8748 6.46492 6.22869 8.13936 5.95509 5.76636 6.2179 6.92781 5.50911 5.23675 12.0714 7.20241 5.22816 5.0787 4.94192 4.86988 10.3701 5.81267 threshold=6.373306629157784 0.35670730471611029 0.36054804921150213 6.9240744798897653 0.2678571428571429 0.14015202969312671 0.81666666666666676 0.17599163949489596 0.27666400372982031 6.0471969260906429 11.385096658544564 0.10322001203894617 6.2949371881501976 0.23247854411602023 1.0000000180025095e-35 0.23035723716020587 1.0000000180025095e-35 0.069068975746631636 0.3762121200561524 0.37461771070957189 1.0000000180025095e-35 0.27927467226982122 0.27440419793128973 0.26175463199615484 0.22133941948413852 0.25011394917964941 0.27179265022277838 0.59878087043762218 0.24122734367847445 0.39341802895069128 decision_type=2 2 2 2 2 2 2 2 2 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 12 9 10 -8 -9 -3 27 -6 16 -10 -13 -16 -1 18 19 -4 25 23 -23 24 26 -7 -18 29 -29 -2 right_child=2 5 17 -5 11 20 7 8 13 -11 -12 14 -14 -15 15 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0056097979281795329 0.004864517443768434 0.015095068710303429 0.051635814518445081 0.020322033462453138 -0.014241124617845725 0.00049461423671760959 0.050082044911161291 -0.02843078392025776 -0.0092244062202271864 0.055834993713366018 0.014037729616407322 0.0008756061773722508 -0.038753361572143132 0.037774257923593423 -0.0091019437911909074 0.043126367049453176 0.0038912380465480809 0.015776719861021891 0.051670760815703855 -0.060493880906075929 0.019063824263380946 -0.0030503732476293735 0.02911725888123802 -0.012889271106597296 0.058412928386806597 0.057137194704789077 -0.059569486850580507 -0.0234691992691923 0.032215335070751076 -0.0045639766934574303 leaf_weight=1314.0343081625906 225.16998209850863 57.233283519744873 0.9362950213253477 16.917043187771924 26.97287299943855 113.17670494364575 7.1061991769820478 3.6322932802140739 3.6607972888159557 4.2437583077698937 66.044804766774178 326.59788607763039 5.4486790839582673 9.3923398023471218 4.3142588562332076 7.1131638018414378 49.928259598789737 153.1539003320504 7.772980960085988 1.0543170720338821 17.991464111488312 26.959974826546386 17.196365743409842 38.903714477550238 1.5501054385676969 1.442813311703502 1.1293873339891423 3.9418203737586763 12.731816652696578 79.67011918919161 leaf_count=14549 2245 575 20 162 379 1099 78 33 51 52 549 3612 48 147 62 108 547 1345 75 3 224 256 292 558 25 16 5 30 82 710 internal_value=4.82755e-11 -0.00263526 0.00932076 -0.00377499 -0.00399895 0.00815245 0.00619944 0.0241112 0.0130504 0.0179073 0.00509987 0.000463958 -0.0051184 0.0245933 0.00163736 0.0234083 -0.00499198 0.0172018 0.0395554 -0.00775308 0.00363019 0.000992015 0.00947708 -0.00310222 0.00413536 0.00120762 0.0024875 0.00326387 0.0190509 0.00240038 internal_weight=2605.42 2031.15 574.268 1837.07 1820.15 194.088 411.35 23.7916 16.6854 61.477 387.559 364.998 1455.15 13.0531 338.025 11.4274 1449.7 162.917 9.76359 1.99061 132.611 135.668 44.1563 91.5115 52.6078 114.62 51.0576 321.514 16.6736 304.84 internal_count=27937 22569 5368 20603 20441 1966 3925 309 231 627 3616 4161 16280 198 3782 170 16232 1443 98 23 1339 1683 548 1135 577 1115 552 3067 112 2955 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=4 0 8 0 5 7 5 5 1 6 4 4 7 2 6 4 0 1 6 6 4 7 7 0 1 6 0 4 4 6 split_gain=64.3937 27.8441 16.1237 11.2467 8.3793 8.15973 7.96569 9.93099 7.55646 9.354 7.49645 6.85856 6.10899 6.07258 8.31403 6.75029 6.24139 5.99408 6.13736 9.57754 11.4472 6.14221 6.72494 5.36346 5.20974 5.13576 4.86479 4.63915 7.31411 5.76686 threshold=6.373306629157784 0.34393528103828436 0.77500000000000013 0.31421725451946264 8.1967509811877814 0.14943502098321917 4.9330445580954017 4.3768576923917557 1.0000000180025095e-35 0.072015702724456801 6.1161920809740193 10.881681250739051 0.11799752339720727 1.0000000180025095e-35 0.36247448623180395 6.2599681625794785 0.082279823720455184 1.0000000180025095e-35 0.69375240802764904 0.59878087043762218 8.1524438557327006 0.073560051620006575 0.15234177559614184 0.45072206854820257 1.0000000180025095e-35 0.17599163949489596 0.41439051926136022 9.0706981720429383 9.8090814256650631 0.25053961575031286 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 10 7 17 13 -10 -3 27 -9 -1 15 -15 -16 18 19 21 -21 -5 23 -23 -13 -4 -7 29 -29 -2 right_child=2 5 25 6 -6 26 -8 12 9 -11 -12 24 -14 14 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.004994036409772357 0.0076503931230747051 0.011614063214694149 0.04726799857732171 0.032193599460197737 0.025677018396948956 0.0012877938311900623 0.033342832545264357 -0.052454505603631796 -0.016131170939844054 0.0034987513447926858 0.047343679070782033 0.01045995707475399 0.0094159349016408218 -0.0086464908370838169 -0.0095936185917204625 0.052665895425074383 0.045167068181414173 0.020995495719024464 -0.027545629097970311 -0.032899735085232244 0.049875966346854553 0.0013796611292456002 0.013539675511164253 0.042387361819101611 0.045246342690867476 0.021609037371809667 0.022690875253767964 -0.028216037229538284 0.0012045989012483564 -0.0037760951221213531 leaf_weight=1503.2270483349421 88.519247377524152 89.043773589888588 9.3006000127643329 9.3548521618358773 8.6091099731856939 151.20435239188373 14.338358014822004 3.6032232316210857 24.661754672648385 191.45644680497935 5.6184203950688234 30.448758473619819 2.3883244656026363 16.920871172100313 2.5124331833794695 1.786751523031852 7.3625331073999405 47.018412444274873 4.0141231231391421 1.7859232984483231 9.5118018426001054 109.28001401131041 87.844418591819704 2.9479305259883395 4.4396808552555731 28.637092205462977 10.202633071690796 12.240722225513307 20.081213174387813 72.154459242708981 leaf_count=16692 840 996 126 151 71 1656 113 28 431 2164 71 309 29 206 25 48 115 389 25 13 52 1001 720 24 39 439 94 117 218 735 internal_value=9.9586e-11 -0.00249997 0.00901842 0.00764084 -0.00384725 0.00674186 0.011538 0.0104123 -0.00399267 0.00125873 0.0137347 0.00264574 -0.027792 -0.00473357 0.00896474 -0.00279059 0.0312346 0.0112546 0.00921672 0.00988529 0.0367909 0.00843384 0.0073229 0.00245682 0.0148867 0.0278994 0.0026407 0.000432912 -0.00993736 0.00251905 internal_weight=2570.52 2012.61 557.909 519.971 1756.54 256.069 292.087 277.749 1747.93 216.118 94.6622 227.884 5.99155 1531.81 28.5826 18.7076 9.87497 271.757 224.739 220.725 11.2977 209.427 200.072 112.228 34.8884 37.9377 161.407 192.996 32.3219 160.674 internal_count=27937 22569 5368 4803 19752 2817 2545 2432 19681 2595 1067 2258 57 17086 394 254 140 2375 1986 1961 65 1896 1745 1025 348 565 1750 1910 335 1575 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=4 0 8 6 8 7 7 4 5 0 7 7 0 0 6 6 4 1 4 4 0 1 7 6 0 6 6 1 0 0 split_gain=63.9418 30.3581 12.8231 10.9412 11.7455 8.75368 8.3713 9.14799 6.52063 6.35619 6.00616 5.94223 5.55981 11.8869 11.0848 7.62862 7.01464 5.42185 5.34085 9.34321 6.66099 5.16185 5.14162 4.92548 4.64035 4.50882 4.41425 4.44564 4.37542 9.84709 threshold=7.8818215293399492 0.35670730471611029 0.2678571428571429 0.58758777379989635 0.73214285714285732 0.11350248754024507 0.17660862207412723 5.4875707448963515 6.9240744798897653 0.29979285597801214 0.23645481467247012 0.095235347747802748 0.26385782659053808 0.2814635187387467 0.34346945583820349 0.65015435218811046 7.4268715355601502 1.0000000180025095e-35 17.327100982140248 16.223126738475681 0.33861973881721502 1.0000000180025095e-35 0.15599343180656436 0.32449534535408026 0.36328005790710455 0.5462741255760194 0.042475296184420593 1.0000000180025095e-35 0.26868095993995672 0.23352111876010898 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 9 11 28 -8 17 -2 18 23 14 -14 16 25 -9 -1 19 -11 -20 -7 -10 -3 -13 -15 -6 -28 29 -4 right_child=3 5 6 -5 26 21 7 12 22 10 -12 24 13 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.005155341204220276 0.0011831093554030055 0.0058463147615385571 0.0028813069773608361 0.032260975012882456 0.046886873684736985 0.004122767813594776 0.00060960648185058944 0.047699986745024209 0.04481565956205337 0.011227127873770452 0.054683414995767961 0.0091554055258708036 -0.022819341357838925 0.012848006994930964 0.00042534721616700326 0.05152570479369252 -0.0077979922689300147 0.0011511305766201978 -0.02807390840448536 -0.014111716075664948 0.035488686990288121 0.017061167581143722 0.0046413021705911488 0.044820073703928022 0.054475643448278231 -0.020863384197968998 0.013984471171084313 0.035297790535657549 0.00068151874844542455 -0.016562923927170004 leaf_weight=1365.6319873296234 80.380692712496966 14.442271452862775 43.212294703349471 22.642209001816809 6.7536639790050677 166.13461958547123 139.97637201356702 14.104033781441109 3.9608170579886055 157.70213513635099 2.8230321519076815 2.7847408410161716 9.5586167922592704 43.849565344717121 10.694708471972261 4.3674587660934767 2.3982469164766362 134.80327458464308 1.6787416897714127 14.282958075404165 12.778364855796097 33.316810132935643 10.383169881999491 3.657498530112206 7.5356140877120197 3.8872233484871677 27.942679377738386 12.862328195478765 140.69078298681416 51.230924740899354 leaf_count=15108 823 172 319 158 92 1722 1636 131 55 1531 10 32 102 565 215 74 18 1747 19 98 55 373 92 75 77 51 270 119 1627 571 internal_value=1.23763e-10 -0.00186562 -0.00305973 0.0121134 0.0106753 0.00850358 0.00130394 0.00538872 -0.0043963 0.00825088 0.0112526 0.0240803 0.012917 0.00793336 0.0242163 0.013575 0.0396346 -0.00458875 0.0105949 0.0091228 0.0281079 0.00628403 0.0157347 0.0137219 0.0422469 0.0101029 0.0244211 0.0207027 -0.00267142 -0.00766626 internal_weight=2546.47 2206.62 1978.75 339.847 317.205 227.872 463.97 228.836 1514.78 269.646 189.265 28.4201 88.8599 61.6629 27.197 52.1042 16.5023 1500.44 186.442 171.985 14.4571 199.451 14.344 18.0998 10.3204 47.7368 47.5587 40.805 235.134 94.4432 internal_count=27937 24762 22311 3175 3017 2451 5309 2792 17002 2536 1713 356 1156 792 364 690 149 16855 1703 1629 74 2095 147 247 109 616 481 389 2517 890 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=4 0 8 8 7 7 4 0 7 5 1 4 4 6 5 7 5 6 5 0 0 4 6 4 6 4 6 0 4 0 split_gain=56.762 25.0236 10.2893 9.98706 8.40837 8.18428 7.75156 7.65782 6.81219 5.96544 5.67692 5.42073 7.77363 6.03769 5.54218 5.41298 4.94875 4.88916 6.49682 5.0925 8.86468 4.75263 4.53756 4.45912 4.58616 7.07691 5.22271 5.27098 4.37828 4.72239 threshold=7.8818215293399492 0.35670730471611029 0.73214285714285732 0.2678571428571429 0.11350248754024507 0.17660862207412723 5.4875707448963515 0.29979285597801214 0.23645481467247012 12.293853605328623 1.0000000180025095e-35 8.1524438557327006 8.0764727197248813 0.58249711990356456 6.0619181497881103 0.095235347747802748 4.8769348854119734 0.49951618909835821 3.9455986189992687 0.15014769881963733 0.15217817574739459 6.1618492545347889 0.69375240802764904 7.7140424316984939 0.21100571751594546 3.1611572860905777 0.2554417103528977 0.33593283593654638 5.6369180942768997 0.32911738753318792 decision_type=2 2 2 2 2 2 2 2 2 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 9 15 17 -7 -2 11 10 -1 12 -9 14 -13 -3 -6 18 19 -5 -21 28 -15 24 -22 -26 27 -27 29 -19 right_child=2 4 -4 5 16 6 -8 8 -10 -11 -12 13 -14 22 -16 -17 -18 21 -20 20 23 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0046480423895348044 0.0017262209373525824 0.013847661461211056 0.024364013431679495 -0.051575851877481649 0.0046561098404398473 0.00082114481057896668 0.012354849314618889 0.014859074025082505 0.049943918289564702 0.053792843262974774 0.0018175085711545982 0.010516150869909056 -0.037994445432875813 0.038675535718430028 0.047809240120788625 0.042307600245037755 0.029846639463532165 0.00021536478714117836 -0.029836214835660443 0.050783615837457358 -0.0083383882543474758 0.037609033594498568 -0.0074059008682957539 0.031898027529065294 -0.048842381355317113 0.018950876994531556 -0.0021124163159523062 -0.034617639945778884 -0.050538323823577841 0.044711985990193735 leaf_weight=1376.1492719968155 83.533451245166361 17.803652605973188 48.103414151119068 1.9423707611858834 190.74727864225861 139.81604860490188 83.922309295012383 5.3829850368201715 4.2861040607094756 1.6050540274009097 134.13346527970862 169.32431358320173 4.6835591793060303 12.248701949138193 3.6640735771507016 9.0833043111488205 7.2869447581470004 12.824082577601081 8.628337871283291 2.7438373491168013 104.00341550301528 4.6363267493434241 2.2813363745808592 3.1463750367984167 2.4838454760611048 21.06650211149827 59.778148190118372 1.7939347852952767 1.2582771410234261 2.5781487287022165 leaf_count=15237 850 247 503 18 2032 1636 1156 52 23 13 1752 1572 48 86 29 109 63 131 128 4 1109 75 12 43 32 215 710 18 9 25 internal_value=8.49171e-11 -0.00175774 0.0115288 -0.00284401 0.00772032 0.001076 0.00514734 0.00936546 0.0125266 -0.00401238 -0.00407381 0.0117149 -0.00973155 0.0128662 0.0113061 0.0234624 0.00558303 -0.00293889 -0.0043563 -0.00324008 -0.00275866 0.010744 0.0314404 -0.00352273 -0.00411201 0.00105182 0.00255148 0.0147472 0.00326789 0.00766357 internal_weight=2520.94 2187.43 333.508 1962.51 224.921 450.622 223.738 285.405 201.871 1511.89 1510.28 197.585 10.0665 187.518 172.988 26.887 198.034 226.884 205.587 196.958 195.016 21.2968 14.53 192.272 189.126 85.1224 82.6386 22.8604 16.6605 15.4022 internal_count=27937 24762 3175 22311 2451 5309 2792 2672 1822 17002 16989 1799 100 1699 1601 356 2095 2517 2277 2149 2131 240 98 2127 2084 975 943 233 165 156 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=0 4 4 8 5 6 6 7 7 7 0 2 0 1 6 4 0 0 0 7 4 4 7 6 6 0 6 7 4 6 split_gain=53.5106 21.7962 16.7236 10.6927 8.01809 6.4838 9.84071 6.14113 7.54335 7.4209 6.01951 5.9449 5.90247 5.80855 6.60568 5.11403 4.91728 4.95907 6.77674 8.06862 5.40437 5.31929 5.11298 4.81626 4.46751 8.72629 8.80973 12.0555 9.09011 6.86383 threshold=0.33261813223361975 6.2599681625794785 8.8116396437251385 0.73214285714285732 6.3985309064871325 0.48590882122516638 0.42607006430625921 0.14393516629934314 0.18143056333065036 0.073560051620006575 0.41439051926136022 1.0000000180025095e-35 0.24542410671710971 1.0000000180025095e-35 0.072015702724456801 16.355322796421412 0.33347861468791967 0.36328005790710455 0.37461771070957189 0.12010787427425386 5.74721240036419 8.4075153981341071 0.051667697727680213 0.41923238337039953 0.18883907794952395 0.38338243961334234 0.32188710570335394 0.10147566720843317 14.804241112678104 0.10510858148336412 decision_type=2 2 2 2 2 2 2 2 2 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 10 5 13 6 -3 9 -9 -4 11 16 -7 -1 -15 -10 -2 -18 19 22 -20 -22 -19 -23 29 -26 28 -28 -27 -11 right_child=2 3 7 -5 -6 12 -8 8 15 24 -12 -13 -14 14 -16 -17 17 18 20 -21 21 23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.0046184681657432591 0.025682687149586457 0.0031566262951976871 0.035899772735162441 0.022624977468774548 0.017886086144593496 -0.014311781922376613 -0.016935404975303721 0.036778095329092868 0.023150281216570697 0.0093361620739828705 0.019262270766559005 0.049855383162256559 0.018012920685338475 -0.014624109211372721 0.0028324593267433909 -0.0027952236279806379 0.00018233149136731333 -0.019679450154058406 -0.0024662519369198516 0.010591292918500845 0.014112326496219883 -0.034394551857164772 0.048957639883545775 0.018457139053321744 -0.01290664615205408 0.017594072219518385 -0.027088239204095171 0.048978961536206601 -0.045300610041754584 0.046862693242842882 leaf_weight=1413.9820595034762 9.2724314215593022 233.79243148909882 9.9788001705892366 27.509668282917119 15.282827613409607 5.8632861357182255 24.211228926084004 26.35906141391024 22.025115139316771 18.812789387069646 26.212785266339779 2.5729644091334185 38.25255809770897 21.96108442323748 174.75020210578805 9.9152301885187608 190.92858080437873 1.1081883097067464 69.996790262404829 53.119460416492075 44.418523658532649 4.1609903909265986 8.2376408749259991 2.4747175481170416 18.850527060450986 5.2432246617972869 2.3737302869558325 8.927334873005746 3.4153047390282154 5.7205158984288564 leaf_count=15811 91 2478 137 428 160 68 285 240 223 152 263 28 290 395 1972 51 2547 16 756 499 459 16 114 29 216 31 34 63 22 63 internal_value=-2.73201e-11 -0.00231528 0.0083212 0.00471894 -0.0037413 0.0030885 0.00127118 0.017632 0.0248992 0.0118537 0.00535031 0.00440627 0.0137168 -0.00394651 0.000883587 0.015096 0.00410152 0.0035671 0.00708858 0.0151138 0.00294735 0.0103696 0.0408189 -0.0146841 0.00806566 0.00173121 0.0155557 0.0330014 -0.00721436 0.0180864 internal_weight=2499.73 1955.61 544.125 329.629 1625.98 302.12 258.004 131.622 58.2994 73.3222 412.503 386.29 44.1158 1610.69 196.711 31.9403 383.717 374.445 183.516 62.4653 121.051 51.0542 9.34583 6.63571 63.3434 38.8101 19.9596 11.3011 8.65853 24.5333 internal_count=27937 21887 6050 3549 18338 3121 2763 1232 514 718 4818 4555 358 18178 2367 274 4527 4436 1889 629 1260 504 130 45 581 366 150 97 53 215 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=4 0 8 0 7 6 0 0 7 6 1 6 4 7 4 5 6 6 0 7 0 6 6 4 6 6 6 2 7 0 split_gain=50.8096 19.2077 15.1046 13.0126 7.18833 6.71745 9.59365 8.45633 8.00462 7.09759 6.44239 6.58416 6.42098 5.30576 5.13478 5.01165 4.80529 4.78597 5.06141 5.02325 5.90858 5.40546 5.17292 5.08245 6.58652 6.33371 4.86531 4.90651 4.81985 6.34033 threshold=6.373306629157784 0.35670730471611029 0.73214285714285732 0.31421725451946264 0.14301286637783053 0.54385313391685497 0.11917395517230035 0.24953934550285342 0.25187180936336523 0.55165287852287304 1.0000000180025095e-35 0.47340346872806555 6.0471969260906429 0.24570301920175555 20.081047534687368 8.1967509811877814 0.072015702724456801 0.012195987626910211 0.31268125772476202 0.12768386304378512 0.31268125772476202 0.68199843168258678 0.62120735645294201 8.4075153981341071 0.12275208905339242 0.21714285761117938 0.14288520067930224 1.0000000180025095e-35 0.12829495221376422 0.26175463199615484 decision_type=2 2 2 2 2 2 2 2 2 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 17 12 10 -7 -8 9 -9 -1 16 -3 -13 -5 -11 -12 18 28 20 23 22 26 -19 -25 -26 -21 -28 -2 -30 right_child=2 4 -4 14 -6 6 7 8 -10 15 11 13 -14 -15 -16 -17 -18 19 -20 21 -22 -23 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0044094029614600407 0.0018313962599812974 0.01335573139640853 0.023599478239305926 0.010734218247772827 0.0031125350167573963 0.03840258470772806 -0.0058402603417914952 0.033523710090820863 0.035469996070778276 -0.00097044740951970486 -0.012526353958468689 0.054482033180543919 0.053421216812494572 -0.02820353991093982 0.043727759507593361 0.029786086726126534 0.0021264929410738293 0.014293196404294415 -0.055368653120551517 -0.01790788905572311 -0.050245692065316559 0.025327154221555893 -0.043142079073226876 0.02535113405489841 -0.029498704600838411 0.001371423586017263 -0.002987211182577621 0.042996160285898317 0.044602604232709842 0.0048955433428867871 leaf_weight=1422.7505062458586 13.671236698515719 52.497473176568747 53.166445119655691 244.48375296173617 119.86297382833436 6.5103031281614667 76.781454060095712 6.9646881558001033 8.6089057510253024 57.198882746859454 22.694750593043864 3.4662491093622512 3.8650468438863745 0.87469049170613278 4.3202974162995806 5.2017509917495763 179.1263633313356 36.795123291900381 0.96118535310961206 21.382894739042968 1.689669249113648 5.0021630860865107 3.3749492175411424 6.5842349003069094 8.5709014539606887 19.800811662804335 70.09928341768682 2.1525262817740431 7.9899265794083458 6.6162779983133078 leaf_count=15666 165 613 742 2405 1301 84 1094 44 147 889 443 72 52 6 28 65 2093 408 10 202 18 36 23 85 71 214 826 10 35 90 internal_value=9.81067e-11 -0.00218272 0.00847137 0.00669779 0.00726737 -0.00311299 0.00272754 0.00122676 0.00818567 0.00479942 -0.00369122 0.00126506 0.0161032 0.0378211 0.0113071 0.00159343 0.000478783 0.00109511 0.0123323 -0.00077754 0.00520507 -0.00508456 -0.0066527 0.00651088 -0.0016809 -0.00795423 -0.00533748 -0.00161727 0.0146335 0.0266162 internal_weight=2473.07 1966.4 506.662 453.495 176.225 1790.18 161.266 154.756 77.9742 69.3653 1628.91 206.162 56.3625 4.34094 248.804 62.4006 201.821 204.691 29.2386 175.453 73.4407 102.012 97.0097 71.7511 34.9559 28.3717 93.6347 72.2518 28.2774 14.6062 internal_count=27937 22569 5368 4626 1966 20603 2323 2239 1145 998 18280 2614 665 78 2433 954 2536 2193 300 1893 796 1097 1061 778 370 285 1038 836 290 125 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=4 0 0 2 6 8 1 6 0 4 6 0 6 8 4 1 4 8 7 0 7 4 6 6 7 8 7 5 4 7 split_gain=47.7842 22.5095 10.3004 10.4267 9.53379 8.47254 7.8517 7.04102 5.39441 5.39635 4.82104 5.30689 4.76251 6.41453 6.0005 5.23238 5.04242 4.66466 5.26977 5.41482 7.44195 4.65731 4.53523 4.53393 4.46396 4.46042 5.78998 4.33743 4.72288 11.9994 threshold=7.8818215293399492 0.30130723118782049 0.42063632607460028 1.0000000180025095e-35 0.58249711990356456 0.73214285714285732 1.0000000180025095e-35 0.53924754261970531 0.33261813223361975 17.327100982140248 0.55165287852287304 0.38338243961334234 0.42607006430625921 0.46428571428571436 14.59487808020536 1.0000000180025095e-35 11.879092465724851 0.81666666666666676 0.14943502098321917 0.30577991902828222 0.15472642332315448 16.223126738475681 0.81569245457649242 0.042475296184420593 0.16560484468936923 0.2678571428571429 0.17660862207412723 8.9631998988436639 3.6553668162112118 0.18891868740320208 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 6 5 8 7 17 12 21 11 24 14 -14 16 -15 -2 18 -3 20 -20 -10 -12 -7 -9 27 -27 28 -1 -30 right_child=4 2 -4 -5 -6 23 -8 10 9 -11 22 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0037445656976391774 0.005530633408356805 0.0022347132345873029 0.025528762724123102 0.049700893449778065 0.030257187674065999 0.044984826566048686 0.0095783313480925433 -0.0040678113522454483 0.011658532634917205 0.031448131557904567 0.0044035034008283961 -0.033582612583067509 0.0058268811571613498 -0.034625000884403186 -0.0186233579707136 0.02226315959136697 0.02791089439889205 0.029287908772931272 -0.041833803367229021 -0.0057218308142873353 0.018609113665359819 -0.010940107832559413 0.046930077372505943 0.017734088190433882 0.044837913390262552 -0.0043425372097605905 0.0044513628601000436 0.051505720549458282 -0.0074771541156808978 -0.045893773787613883 leaf_weight=1116.5943981178571 80.38590807642322 199.98549798975 17.826506721321493 4.1698089175624764 21.593653051648289 6.444145616143941 105.90020322415512 2.1629433422349376 101.86354942247272 11.476839793846009 89.982869981788099 1.1757445149123658 12.079100796952845 9.3578153634443844 8.2825537100434286 1.723046442493797 10.211426904890684 4.5233095563016823 2.0765649203676757 214.82758321752772 15.650882811809423 8.926813228055833 2.3150114174932233 37.304042698349804 7.5190683586988598 138.87214767013211 130.89911313880293 1.2509574933210377 126.67663004808128 7.7661041822284451 leaf_count=11781 938 2448 189 66 172 92 1580 25 999 57 1076 14 115 93 90 13 139 122 16 2481 162 78 25 389 61 1540 1738 27 1332 79 internal_value=-2.81409e-11 -0.00155957 0.00303088 0.00241414 0.011031 0.0095897 0.00210897 0.000644737 0.00741248 0.0118662 0.00769459 0.0266037 0.00295048 -0.00929494 0.00581864 -0.025779 0.00805316 -0.00101916 -0.0013361 -0.00440682 0.0115289 0.00983767 0.00547015 0.0217481 0.0339125 -0.00357457 -7.55381e-05 -0.00432834 -0.00438417 -0.0096963 internal_weight=2499.82 2190.18 668.116 650.289 309.649 288.055 646.12 540.219 244.307 122.267 103.156 10.8578 122.04 23.16 98.8799 11.0809 90.5973 437.064 432.541 232.555 17.7274 110.79 92.2979 43.7482 9.68201 1522.06 269.771 1252.29 1251.04 134.443 internal_count=27937 24762 8265 8076 3175 3003 8010 6430 2522 1134 1201 100 1388 221 1167 106 1077 5229 5107 2659 178 1077 1101 481 86 16497 3278 13219 13192 1411 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=4 0 8 0 1 7 6 5 4 6 2 0 3 8 0 6 7 6 6 0 0 0 7 6 8 5 6 6 6 7 split_gain=46.4843 17.9618 11.6551 10.438 6.27318 6.09508 5.56942 5.33708 5.23927 4.8083 4.27583 6.50638 5.31377 3.99878 6.73798 4.63449 3.91007 4.80485 3.97771 3.56175 4.56851 8.44432 4.52175 4.71169 3.50018 3.49277 3.47795 5.32197 7.94333 3.47131 threshold=6.373306629157784 0.34393528103828436 0.73214285714285732 0.36626343429088598 1.0000000180025095e-35 0.14943502098321917 0.072015702724456801 8.1967509811877814 6.1161920809740193 0.042475296184420593 1.0000000180025095e-35 0.2822012752294541 1.0000000180025095e-35 0.81666666666666676 0.20976476371288302 0.43689101934432989 0.30121429264545446 0.17462222278118136 0.51203331351280224 0.42733119428157812 0.3762121200561524 0.37092973291873937 0.075659349560737624 0.52566951513290416 0.63333333333333341 4.4551287731508555 0.53522199392318737 0.47875653207302099 0.40431641042232519 0.26805107295513159 decision_type=2 2 2 2 2 2 2 2 2 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 29 7 8 -6 10 19 -4 13 12 -12 -1 15 -15 -16 -18 -19 20 21 -3 -22 -24 26 -11 27 28 -7 -2 right_child=2 5 9 -5 6 24 -8 -9 -10 25 11 -13 -14 14 16 -17 17 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0042067500768400408 0.0037887552603106758 0.0093353723816189949 0.044620443898252385 0.014670215257075712 -0.012642987294619011 -0.001995852344716604 0.0035679997599899478 0.022135001010813879 0.043735246616794669 0.015300284421255804 -0.010201371059353745 0.04899222024326462 0.018585823440453734 0.054479609715683601 0.036899281813460569 -0.050237939088860185 -0.029895354409717637 0.059414024343784122 -0.021260838367519672 0.041926890228197095 0.053580467677426066 0.044019149025891061 -0.0089325149181675393 0.028808682308415115 -0.047129788853602299 0.043104210339142718 0.008610231218779435 -0.01519607221668842 0.023491164281085553 0.055117902901080457 leaf_weight=1499.8479166319812 324.16234696644824 40.271730745036621 7.0699804616160682 109.89787821657956 21.302272229222581 59.298796838149428 182.31482321745716 7.1470819276873945 4.5437496136873952 41.285275714064483 12.883577965083536 3.0939063106197855 10.453290280885994 0.46277902121073511 6.5898185370024276 2.1359921607654542 2.300640823552385 1.5490516908466818 0.85289666615426529 3.1306358166038981 1.3064187164418424 7.4931199769489458 21.39313740236685 3.4583197794854632 1.282461930066346 4.5105616217479101 55.004922594176605 18.730697660474107 13.513432011008261 1.1901433402672399 leaf_count=16207 3585 562 115 1026 431 696 2164 71 71 591 249 63 82 18 210 166 49 24 18 32 41 67 259 35 42 36 552 262 198 15 internal_value=-3.34553e-12 -0.00204385 0.00829221 0.00667661 -0.00307807 0.00584904 0.00187202 -0.00372947 0.0124307 0.0215937 -0.00384949 0.0081129 0.00269329 -0.00405836 0.0119635 -0.0315902 0.0219867 0.00108953 0.0307676 0.0105847 0.00925732 0.0147764 -0.000820646 -0.00368046 0.00221622 0.0180388 0.00264805 -0.000934408 0.00273436 0.00397652 internal_weight=2468.48 1980.36 488.116 435.25 1750.93 229.427 203.617 1547.32 81.5971 52.8658 1540.17 26.4308 23.3369 1513.74 13.8912 2.59877 11.2924 4.70259 2.40195 77.0534 73.9227 47.7649 26.1579 24.8515 147.83 45.7958 146.548 91.5429 72.8122 325.352 internal_count=27937 22569 5368 4626 19752 2817 2595 17157 1067 742 17086 394 331 16692 485 184 301 91 42 996 964 629 335 294 1750 627 1708 1156 894 3600 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=0 4 4 8 1 6 5 4 6 6 6 0 0 6 4 7 7 0 6 6 0 7 4 0 1 6 0 0 4 8 split_gain=43.8967 14.6231 13.8926 9.47906 8.11776 7.5831 7.10665 5.05184 4.78814 4.89749 4.37198 4.34296 6.12934 5.35372 10.373 4.19942 4.8165 6.78535 6.048 5.71593 4.23797 4.18666 4.1193 4.07855 3.90854 3.99852 3.97198 4.4657 3.83169 3.81514 threshold=0.32026907801628118 8.1524438557327006 6.2599681625794785 0.73214285714285732 1.0000000180025095e-35 0.53924754261970531 4.8769348854119734 8.0016521631990933 0.48418529331684118 0.46349346637725836 0.55165287852287304 0.34393528103828436 0.32416543364524847 0.03775372542440892 5.8397386857376938 0.14205154776573184 0.18143056333065036 0.33261813223361975 0.60934308171272289 0.29233731329441076 0.33162453770637518 0.20257358998060229 8.0764727197248813 0.37283328175544744 1.0000000180025095e-35 0.072015702724456801 0.22922080755233767 0.18261330574750903 8.7617910712180489 0.46428571428571436 decision_type=2 2 2 2 2 2 2 2 2 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 24 -4 5 8 15 10 9 11 23 12 13 -2 -15 -3 17 18 19 -17 -18 28 -13 -7 -1 26 27 -26 -22 -10 right_child=1 6 3 -5 -6 7 -8 -9 29 -11 -12 22 -14 14 -16 16 20 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0039931052055994024 -0.015409311271351299 0.0081203980358310248 0.0023441222621749828 0.023093628137211768 0.012528712892092507 0.040641408836980246 0.04094929634078371 -0.060221879179695875 -0.014442346720734004 0.018143149074891503 0.007969185630463697 0.0046969597821443707 -0.0076318981376231271 0.0016881836948494182 0.049590373965867122 0.023476175414954135 0.036153047339475324 0.031609666841235042 0.049130447344121968 -0.038302097371299082 -0.032370227160388725 0.017178692834495159 -0.042477080984389431 -0.0041508417575734317 -0.0085547423675737776 0.002273699568692627 -0.022016658628731766 0.05050377620821124 0.0034332408142648107 0.014720831770485141 leaf_weight=1377.8920045224877 5.9901480218395617 85.398571270052344 232.22512201871723 21.663362810737453 82.084208055923227 7.2062282743863744 8.4621263034641725 0.92729043960571189 30.788231491111219 14.405681654810904 84.983888160437346 121.52359433076344 91.06727224169299 12.559378992766144 6.0180299496278158 2.1614474020898333 5.2072112874593577 30.801563515327871 1.7164597809314726 3.5811247080564499 3.2515401765704182 19.126180346822366 1.6890958221629251 2.4520872114226222 4.041889636777344 158.53703181981109 12.510836288332937 1.6118177706375716 15.582514975219963 4.6465224940329781 leaf_count=15003 57 948 2684 376 1155 59 79 4 441 150 928 1684 1173 186 48 18 35 278 3 30 15 183 22 29 51 1802 282 39 124 51 internal_value=-3.84506e-11 0.00674153 -0.00239183 0.0041146 0.00396487 0.00213548 0.0141286 0.00946016 -0.000289333 0.00115587 0.0101429 0.000131307 -0.00404447 0.00925346 0.0172058 0.0127682 0.0176426 0.0253926 -0.000280416 -0.0150494 0.0107735 0.00729206 0.00405026 0.0292694 -0.00345442 0.000746141 -0.0125861 0.00828227 -0.00274792 -0.0106182 internal_weight=2450.11 641.63 1808.48 253.888 466.342 384.257 175.289 95.5695 288.688 253.253 94.6422 238.848 115.635 24.5676 18.5774 166.827 81.428 38.2606 7.45903 5.74257 43.1674 37.9602 123.213 9.65832 1554.59 176.702 18.1645 5.65371 18.8341 35.4348 internal_count=27937 7700 20237 3060 5987 4832 1713 1020 3812 3320 1016 3170 1464 291 234 1634 686 329 51 48 357 322 1706 88 17177 2174 372 90 139 492 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=0 4 4 8 5 1 0 8 2 7 0 4 7 0 7 4 7 6 8 0 8 7 8 5 0 0 1 6 0 0 split_gain=44.2146 14.4634 12.1857 9.28026 7.24704 5.91238 6.59024 6.72807 4.56387 4.33475 4.30184 6.81768 10.1553 5.30756 5.57504 5.10587 4.99834 4.4768 4.14143 3.8732 5.01018 4.96927 3.76258 5.34543 4.3589 4.83477 3.71671 3.70457 6.28158 3.68922 threshold=0.32026907801628118 5.9621408378292449 6.2599681625794785 0.73214285714285732 6.9240744798897653 1.0000000180025095e-35 0.40932813286781317 0.46428571428571436 1.0000000180025095e-35 0.073560051620006575 0.3216207623481751 7.3691543947335907 0.14089384675025943 0.36626343429088598 0.13248089700937274 9.0706981720429383 0.093041922897100462 0.08412554115056993 0.63333333333333341 0.38552445173263555 0.73214285714285732 0.066402930766344084 0.46428571428571436 4.8769348854119734 0.39519323408603674 0.33074389398097997 1.0000000180025095e-35 0.28231169283390051 0.31119388341903692 0.41439051926136022 decision_type=2 2 2 2 2 2 2 2 2 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 26 -4 29 8 7 -7 9 -3 15 13 -13 16 -15 -11 -12 -14 -18 21 -21 -9 24 -24 25 -19 -1 -5 -29 -2 right_child=1 5 3 27 -6 6 -8 19 -10 10 11 12 17 14 -16 -17 18 22 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0039098210650677246 0.0011505036052621247 0.030006354428202018 0.0019555269953215769 0.031959398660294028 0.034064539877304637 0.035297234009781263 0.043672636852338728 -0.040316022074263144 0.047450616229448329 0.040905142811056672 0.057935568315882383 0.0028043325884956117 0.038239775850990573 0.045637052593016134 0.0051924052280216456 -0.019740265314662289 -0.009510886858396992 0.039708238036442502 0.053557896464510452 -0.027070573443626001 0.023366509780455166 0.017421168789017023 0.0051730005648180045 0.048881263044480643 0.037021088516230788 0.0091358385050504323 0.00074048498159802662 0.021316169318400444 -0.040232905174614454 0.018496485327380782 leaf_weight=1377.193764365853 307.07548020721879 8.6002173786982876 229.70052614493761 13.68546110589523 6.3806151389144352 11.89885351853445 9.07423437386751 1.413547702133658 2.8214685828424981 6.7135367495939118 1.05673437565565 70.327278710436076 9.0080752815119904 3.4192852284759274 29.804739722749218 1.5351463956758378 42.074835176113993 5.8960074465721872 0.95839777495711942 5.0726223033852866 2.7246047016233206 26.358877146849409 31.967083428055048 2.7335869930684558 12.251457626000045 22.125330494716763 174.25303948746296 6.1507395538501424 1.9704215722158549 11.44651878857985 leaf_count=15003 4149 173 2684 212 61 149 71 18 44 45 12 761 126 74 334 16 486 37 45 41 28 303 296 21 63 210 2174 150 14 137 internal_value=-2.4482e-11 0.00682296 -0.00239449 0.0037311 0.002408 0.0114827 0.0202475 0.0157695 0.00951054 0.00907972 0.00832943 0.00757127 0.0112145 0.000299915 0.00935481 0.0296185 -0.00652341 0.0182572 -0.00810628 0.00923707 -0.00944622 0.0144825 0.0158563 0.00861617 0.0220947 0.0155686 -0.00338752 0.0224342 0.00638264 0.00177385 internal_weight=2435.69 632.739 1802.95 251.507 324.903 307.836 56.5427 47.4685 251.293 248.472 239.871 231.623 154.309 77.314 33.224 8.24868 44.09 83.9815 43.0332 35.5697 7.79723 27.7724 74.9735 34.7007 40.2728 28.0213 1551.45 21.8066 8.12116 318.522 internal_count=27937 7700 20237 3060 4347 3353 610 539 2743 2699 2526 2465 1514 951 408 61 543 753 531 390 69 321 627 317 310 247 17177 376 164 4286 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=4 0 0 8 7 0 2 5 7 4 6 4 4 4 6 0 0 0 4 6 6 6 0 7 7 0 7 4 4 4 split_gain=43.1435 15.9003 11.1256 7.74166 6.83603 5.78027 9.02414 5.72344 4.89289 5.72989 4.81919 4.49484 4.39169 6.06022 4.25044 3.98817 4.63496 4.3107 3.97624 3.93339 3.75517 5.7413 5.9229 4.13447 8.98832 4.68825 4.03854 3.74809 3.53374 3.48642 threshold=6.373306629157784 0.35670730471611029 0.3194758147001267 0.73214285714285732 0.14301286637783053 0.29199722409248358 1.0000000180025095e-35 4.9330445580954017 0.14089384675025943 17.901520664669707 0.0063455922063440093 6.0471969260906429 1.0000000180025095e-35 6.2668648236456468 0.69375240802764904 0.37461771070957189 0.37092973291873937 0.42733119428157812 17.123868445595125 0.025119324214756492 0.5158887803554536 0.50882095098495495 0.30803693830966955 0.14572434127330783 0.14176556468009952 0.3050724864006043 0.10529709979891778 4.659615602645597 5.74721240036419 6.3535628192398717 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -2 11 -1 10 8 9 18 12 15 -7 -14 -10 16 -3 27 -4 28 21 22 23 24 25 -21 -27 -17 -12 -24 right_child=2 4 7 -5 -6 6 -8 -9 14 -11 19 -13 13 -15 -16 17 -18 -19 -20 20 -22 -23 29 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0037850846761578591 0.0016132538453197992 0.015306013913134187 0.0053015080893991208 0.022456922490683724 0.0029652783519545215 -0.01751491677333367 0.047287524211688726 0.031167579191372967 0.016319781209165333 0.032468115582772329 0.034980289721726988 0.050543131548042443 0.0045476602228998603 -0.042307952335058102 -0.011368964618054783 0.015541293350793363 0.047064711802343603 0.04299693383002854 -0.043380747755582247 -0.0003356679791178391 0.0071705614407955977 -0.034199589349958967 -0.0035270488613548725 0.011201241118283189 -0.033278473074825225 0.0042967475061643024 0.045104104421442102 -0.010376621818211309 -0.028555403600227531 0.035249721838849842 leaf_weight=1326.6771812217703 201.58720748766791 17.709780680947009 92.494568080175668 17.423296383174602 114.87374267843552 26.148148854728788 3.6210551778785875 14.026047889143227 127.13719000550918 7.0934595363214603 5.0328178736381224 3.2277706814929834 24.205827344616413 2.7684576078318051 5.1934664957225314 8.7214920094702446 5.3959738886915138 2.4138154163956633 1.5350474286824454 39.785007830010727 63.709825300960802 4.5623243127483866 217.90595534228487 54.857936140615493 6.6001993585377923 4.5375019796192628 4.2057957546785474 11.837718105409293 0.93406836502253998 2.1069654794409862 leaf_count=14457 2359 235 1177 281 1301 265 67 128 1303 46 63 52 372 47 53 136 44 29 21 484 975 49 3012 631 47 61 47 169 11 15 internal_value=-6.96971e-12 -0.00195894 0.00819638 0.00327146 0.00697584 -0.00277951 0.000114452 0.0125547 0.0114365 0.00646816 -0.00025903 0.0163196 -0.00875394 -0.000261282 0.0152331 0.0139223 0.0227227 0.00507092 0.00450676 0.000857317 0.000495098 -0.000776095 -0.000314007 0.00537042 -0.00043179 0.0040356 0.0239263 0.000618105 0.0250343 -0.0031557 internal_weight=2418.33 1951.84 466.49 219.011 164.18 1787.66 460.982 247.48 233.454 101.123 457.361 49.3066 53.1224 26.9743 132.331 46.0788 23.1058 22.973 94.0296 404.238 398.272 334.562 329.999 109.986 55.1285 48.5283 8.7433 20.5592 5.96689 220.013 internal_count=27937 22569 5368 2640 1966 20603 6146 2728 2600 1244 6079 665 684 419 1356 613 279 334 1198 5395 5321 4346 4297 1270 639 592 108 305 74 3027 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=0 4 8 0 2 0 6 0 6 1 7 4 6 4 6 4 6 4 4 0 6 0 4 0 6 0 7 6 6 4 split_gain=41.1006 20.243 8.49936 7.96015 7.59826 8.06797 6.8175 6.16804 8.09266 5.79149 5.13287 5.06682 5.43969 5.05766 4.93441 4.81026 4.49606 4.46222 4.51033 4.35411 5.23086 4.32445 4.31454 4.50464 5.58958 5.10625 4.72685 4.16605 4.10742 4.08977 threshold=0.29199722409248358 8.1524438557327006 0.73214285714285732 0.20976476371288302 1.0000000180025095e-35 0.36626343429088598 0.12469720467925073 0.36913928389549261 0.72817474603652965 1.0000000180025095e-35 0.1189202591776848 17.123868445595125 0.58249711990356456 16.223126738475681 0.26703691482543951 10.881681250739051 0.69375240802764904 9.1636181600671236 9.8090814256650631 0.37461771070957189 0.32449534535408026 0.40932813286781317 6.2599681625794785 0.28678199648857122 0.057358236983418472 0.27089750766754156 0.10251806676387788 -0.018124056048691269 0.77015903592109691 11.44983271641537 decision_type=2 2 2 2 2 2 2 2 2 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 15 14 5 6 -2 8 -7 11 19 12 13 -3 -4 17 -14 22 -19 -9 -21 -12 -1 24 25 27 -26 -24 -8 -17 right_child=1 9 3 -5 -6 7 28 10 -10 -11 21 -13 16 -15 -16 29 -18 18 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0038746247553473221 -0.0054436893480725515 0.009423331323884199 0.049345382452490358 0.029380750240389972 0.046499605257231277 0.030786687698402655 0.0022421582155476407 0.046386479299873891 -0.059731620679462076 0.024771489295034234 0.0013184915976348058 0.026539861391271576 0.0360798306318467 -0.010444785434379085 -0.024891937096206462 0.035600845429267551 -0.010900000886226393 -0.038545095850746919 -0.0068879821250490067 -0.00084032340493063039 0.037394865875625835 0.016264811558761718 -0.012282243219355315 0.020671788336796223 0.012562431186280809 -0.01494960351500035 -0.0065085196547388681 0.02837598210469032 0.038586588468071649 0.0033676315390127561 leaf_weight=1303.834069014054 125.98021317389794 130.60638726106845 0.96579790394753473 13.437889063730834 3.5275134555995455 15.768674089573324 434.88766119710635 4.5810825950466123 0.94202028214931566 32.935600986238569 95.735873957630247 17.122545121237636 10.678797333966939 12.64802006119862 4.8644784991629422 4.8415508540347245 2.2133753001689902 6.4643997745588448 10.847147465217857 9.0842381357215327 4.9886584291234604 21.298154210555367 2.7122924244031354 10.774538923054932 14.122148943599312 4.3068304704502216 68.109892082051374 13.85092220257502 2.8166914694011203 13.205591668374835 leaf_count=13876 1673 1537 31 371 73 171 5875 47 4 367 1116 120 80 112 222 36 15 62 144 170 97 254 20 132 153 62 765 149 59 144 internal_value=-2.89448e-11 0.00495277 -0.00311434 0.0166797 0.00257814 0.00236177 0.000706027 0.00848597 0.025684 0.0132397 0.00636795 0.0110478 0.00934894 0.00766916 -0.0125944 -0.00337681 0.0280142 -0.00357038 -0.0187092 0.020983 0.0127136 0.00403846 -0.00338552 0.00221448 0.00028563 0.0141511 -0.00323336 0.021718 0.00247604 0.0120149 internal_weight=2398.15 925.816 1472.34 19.2682 719.611 716.083 563.685 152.399 16.7107 206.205 135.688 173.269 156.147 143.254 5.83028 1453.07 12.8922 1435.02 17.3115 18.654 14.0729 117.034 1417.71 113.877 103.102 20.87 82.232 16.5632 437.704 18.0471 internal_count=27937 11770 16167 624 9539 9466 7607 1859 175 2231 1684 1864 1744 1649 253 15543 95 15363 206 314 267 1370 15157 1281 1149 231 918 169 5934 180 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=4 0 8 6 7 8 0 7 4 4 6 0 6 0 0 7 0 0 0 0 6 0 5 1 0 0 6 4 6 6 split_gain=38.6721 18.2551 7.90533 7.07974 7.03566 6.11472 5.27812 5.2639 5.37147 5.45055 4.43736 8.13589 7.97611 6.54821 5.64298 5.66915 4.81758 4.61239 4.95258 8.47981 6.58326 4.4954 4.34593 4.28336 4.19101 7.59563 4.64251 4.51888 4.30341 4.49894 threshold=7.8818215293399492 0.35670730471611029 0.2678571428571429 0.58249711990356456 0.14957885444164279 0.73214285714285732 0.27846254408359533 0.17660862207412723 5.4875707448963515 7.8594696930916443 0.40431641042232519 0.11601475998759271 0.39499187469482427 0.16250057518482211 0.14125970005989077 0.19571685791015628 0.17729417234659198 0.17206241190433505 0.2822012752294541 0.29199722409248358 0.4456805288791657 0.12311408668756486 4.4029920666195652 1.0000000180025095e-35 0.26385782659053808 0.28307606279850012 0.34346945583820349 7.4268715355601502 0.65015435218811046 0.46138942241668707 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 23 5 -3 6 -2 -4 10 24 11 -9 13 21 -12 -16 -15 -17 -19 -20 -21 -13 -8 -1 26 -26 27 -10 29 -27 right_child=3 4 7 -5 -6 -7 22 8 9 -11 14 12 -14 16 15 17 -18 18 19 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.0037821225316830762 -0.0020811104477984647 0.015469849735044958 -0.0019900899012966532 0.027395861164427378 0.0032701633683860825 0.020006182274907532 0.0084118920628853434 -0.044064770249770041 0.040316679204981942 -0.039099679474107585 0.038211654056641869 -0.0052776335214664398 -0.053856218086245897 -0.049336051312416494 0.046704555506341477 -0.029408268820621399 -0.0011225193852357669 0.018961457531258771 -0.048622255165305647 -0.030310173244544589 0.015465158884225498 0.036903793175189603 0.030475034110450345 0.0020169384522312926 -0.020357689536887956 0.014930915928313941 0.0060153038990992235 -0.014926196742303093 0.046290715901552613 -0.010487688207431881 leaf_weight=1372.3806511656949 44.617484754649922 65.363900372874923 205.19912182318512 20.420100854244083 121.86961352033541 39.134100526571274 171.95840095274616 4.1044685319066039 12.163016356760638 1.885557074099778 5.192646504379808 3.3757415041327459 2.4709282256662837 1.9187414331827302 2.7235528281889847 3.808910588733851 66.889166495529935 14.032365310005842 3.2547528583090779 3.7070459164679042 11.91920297173783 6.9664445640519261 8.4289368502795678 125.08154668996576 7.3718290884280568 31.825044949480798 8.4906642715141043 1.496645975857972 3.1624910474056369 7.8034808749798676 leaf_count=15250 512 954 2517 172 1497 481 1935 44 131 15 40 24 10 20 75 89 705 321 38 48 173 49 75 1752 110 460 204 16 74 146 internal_value=-4.84827e-11 -0.00140985 -0.00228739 0.010377 0.00752912 0.00906128 0.00715769 0.00140487 0.0048104 0.0112541 0.00114286 -0.00285111 -0.000778599 0.000878392 0.00881303 0.004943 -0.00246698 0.0018457 0.00546258 -0.00456979 0.00460579 0.0231356 0.00944283 -0.00329773 0.0125671 0.00776784 0.0234356 0.0342639 0.0126132 0.00992559 internal_weight=2379.02 2094.46 1907.22 284.559 187.234 264.139 225.005 409.762 204.563 74.1987 130.364 85.7255 81.621 79.1501 44.6385 39.4458 68.8079 36.7223 32.9134 18.881 15.6262 10.3422 180.387 1497.46 72.3132 50.1628 22.1503 13.6597 42.791 39.6285 internal_count=27937 24762 22311 3175 2451 3003 2522 5309 2792 1156 1636 852 808 798 784 744 725 669 580 259 221 73 2010 17002 1141 790 351 147 680 606 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=0 4 8 1 1 5 6 5 7 0 4 6 4 4 4 6 4 4 7 7 0 0 0 6 0 6 6 4 4 6 split_gain=36.9282 19.2483 10.036 7.2008 6.09792 4.97304 4.58883 4.57303 4.27391 5.02443 5.5724 4.18421 4.1305 5.54118 3.96071 3.65811 6.47589 4.25335 3.80872 4.30255 3.62921 3.44454 4.96467 4.01684 3.22959 3.61105 7.49031 3.14031 3.51939 3.10128 threshold=0.36328005790710455 6.2511224493728674 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 8.1967509811877814 0.51052418351173412 4.8769348854119734 0.075659349560737624 0.36913928389549261 6.1618492545347889 0.3392148911952973 17.901520664669707 16.890497180503655 23.854253910915254 0.42607006430625921 13.380606354510272 7.8818215293399492 0.15472642332315448 0.16872332990169528 0.3762121200561524 0.40932813286781317 0.37461771070957189 0.29233731329441076 0.36626343429088598 0.63820993900299083 0.47340346872806555 15.668307516544177 11.385096658544564 0.068737883120775237 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -1 12 8 20 24 -11 -6 13 15 29 27 17 -17 -19 -20 -2 22 -5 -24 25 26 -10 28 -3 -4 right_child=3 2 14 21 11 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034234452120645653 -0.0024096713726119014 0.0025265732753489102 0.03803654718936926 0.032264516880346046 8.075129215049859e-05 0.021889301044304817 0.012640607042286771 0.029513215381711418 0.022600418494709947 -0.001605162176706248 0.0095097978024270124 0.010848253163954071 0.033284366218496085 -0.058779761212332339 -0.055752455164434743 -0.001458447671388335 0.052535786359169938 -0.039752088245188208 0.024316091640523334 -0.024493001388430434 0.045482598174794019 0.036816061225272236 0.029600503379409997 -0.00074931202475680709 0.026501020363101226 0.04429433991392738 -0.024465197932453248 -0.02325744931459818 0.01472950796514178 0.016687148564905076 leaf_weight=1514.1984653323816 2.0377058214507988 237.55826314969454 8.5149608323117771 12.02642563916743 165.31132866430562 7.0176852844888336 42.107252543792129 8.9608488250523788 6.6594576239585894 71.344945833785459 94.185358134098351 40.42314432526473 3.7715432085096827 1.3575363298878063 0.59070801734924216 22.988730348995887 1.5902139525860537 6.2829501489177328 2.4690857883542776 4.7570221982896328 4.7286615674383938 10.693599987309424 5.4510138472542193 14.017514831619335 17.28623983846046 2.0294404709711662 5.6042550490237772 3.9721534149721256 23.362505321856588 21.805417227675207 leaf_count=17429 31 2883 166 133 2140 78 416 80 99 902 1028 648 29 15 3 283 17 73 32 49 87 92 69 209 173 16 51 40 291 375 internal_value=-6.00263e-11 -0.00130439 0.0047977 0.0107823 -0.00265109 -0.00330667 0.00335141 0.00853791 0.00761599 0.00681122 0.00471916 0.00219637 0.00208192 0.00169525 0.0211839 0.00196621 -0.00672706 -0.00930915 -0.0226689 -0.00781544 0.0310597 0.0221049 0.0171099 0.00774836 0.0177772 0.00722654 0.00109244 0.00321618 0.00361921 0.0226828 internal_weight=2363.1 2108.08 381.128 255.025 1726.95 1521.22 350.217 212.837 203.876 197.11 165.53 205.734 308.11 304.338 30.9111 302.981 38.088 36.4978 13.5091 7.22611 6.76637 42.1886 31.495 19.4685 31.5794 14.2932 12.2637 264.893 260.921 30.3204 internal_count=27937 24967 4672 2970 20295 17507 4128 2467 2387 2269 1930 2788 3712 3683 544 3668 454 437 154 81 118 503 411 278 339 166 150 3214 3174 541 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=0 4 8 1 5 1 4 6 0 8 0 6 6 6 0 0 7 6 4 4 6 0 7 7 7 7 7 0 6 6 split_gain=35.2975 16.9702 9.5443 7.69017 5.62497 5.24278 4.40516 4.17091 6.4928 5.62747 5.43595 5.40274 4.434 6.40271 5.38541 4.55674 4.3601 4.13768 5.3557 3.9991 6.41055 3.97152 3.72332 4.19023 4.76422 3.96434 4.69493 3.78022 3.70442 4.21256 threshold=0.35670730471611029 6.2511224493728674 0.81666666666666676 1.0000000180025095e-35 6.9240744798897653 1.0000000180025095e-35 18.230563520264287 0.23710254579782489 0.25871095061302191 0.15476190476190479 0.27440419793128973 0.22395486384630206 0.3392148911952973 0.27044087648391729 0.24045421183109286 0.24622645974159243 0.19220362603664401 0.13069976866245273 3.2958499343085803 17.123868445595125 0.32188710570335394 0.2224516645073891 0.066402930766344084 0.11016714945435525 0.22009836137294772 0.20959433913230899 0.12386250495910646 0.22705212235450747 0.51052418351173412 0.40200632810592657 decision_type=2 2 2 2 2 2 2 2 2 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 19 5 -1 28 8 9 11 12 22 13 14 21 -15 -12 -11 -19 -2 -21 -9 -7 27 25 26 -25 -24 29 -3 right_child=3 2 -4 -5 -6 7 -8 10 -10 17 16 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0033815917237995912 0.0068892446353950743 0.0032452169427415866 0.025179123890553767 0.021118443688083355 0.017033209350508172 -0.0058502362544669128 0.02805963573110979 0.022122101970933145 -0.0097137449393862475 -0.016697380668290934 0.022072163537726359 -0.047914485749462096 0.0078631277600227038 -0.0092443517922957859 0.031398021704218473 -0.046735220516631343 0.0026915651212986464 -0.017119648012517454 0.018671387753263904 -0.013043292896831284 0.03927481822756438 -0.047591169492497386 0.014045990206329451 -0.029892079354862419 0.056486516182495922 -0.045604632443097627 0.020593083018692043 0.050069677235597868 0.011407529262715068 -0.006752906035828005 leaf_weight=1491.0502193102075 227.14408366510179 253.74481239373563 19.061912473698612 46.170863543404266 13.007893226400482 5.4611847372725668 6.3852557418867937 1.2117492067627638 52.576364952896256 13.629241407441443 25.873039199272171 1.2227094098925579 24.056302501587197 6.9342531920410675 4.4497548239305615 5.0372798899188638 17.522937981178984 5.9003438581712571 10.386552864918484 2.8601488345302633 8.0133658004924637 1.8712183292955158 4.4364776024594921 2.1298341453075391 1.7108412096276868 1.3439248139038671 7.4809941792627797 6.4091269080527127 40.619984650053084 44.592520909267478 leaf_count=17077 2831 3093 398 617 161 60 48 33 792 180 504 7 276 93 39 45 236 49 100 27 45 11 55 15 26 9 99 68 388 555 internal_value=7.12412e-12 -0.00136227 0.00451375 0.00991358 -0.00261909 -0.0027703 0.00337308 0.00179519 -0.0020139 0.00472078 0.00673142 0.0138574 -0.000755197 -0.0113849 0.010284 -0.0250194 0.0142464 -0.00450102 0.00570517 0.00774005 0.0255132 -0.0201906 0.0164643 0.0216475 0.00992783 0.0026566 0.00940518 0.0353339 0.00290804 0.0017508 internal_weight=2352.3 2068.11 364.404 284.188 1703.7 1690.69 345.343 199.644 112.688 60.1112 86.9565 30.1951 43.5606 19.5043 7.53272 11.9715 43.396 29.9161 16.2869 238.018 10.8735 3.08297 28.9724 23.5112 12.6656 10.9548 9.61083 10.8456 338.957 298.337 internal_count=27937 24417 4482 3520 19935 19774 4084 2697 1460 668 1237 339 497 221 83 138 740 329 149 2903 72 44 332 272 149 123 114 123 4036 3648 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=0 4 8 1 6 6 5 0 6 1 6 7 7 0 6 6 6 0 8 0 0 0 0 4 6 4 4 7 6 0 split_gain=34.0357 11.1795 9.46174 5.25519 6.21031 6.62314 4.99916 4.96059 4.84914 4.77894 4.51116 3.84761 3.97138 4.8547 4.632 4.07913 3.96908 4.41501 3.65575 5.25019 3.59348 3.5738 5.40051 4.88327 5.10845 4.81589 4.30324 4.16796 3.62642 3.5554 threshold=0.32026907801628118 8.2200109890052264 0.73214285714285732 1.0000000180025095e-35 0.53924754261970531 0.55165287852287304 4.9626828630601718 0.20976476371288302 0.48418529331684118 1.0000000180025095e-35 0.26703691482543951 0.14393516629934314 0.18143056333065036 0.33261813223361975 0.60934308171272289 0.29233731329441076 0.08412554115056993 0.33162453770637518 0.46428571428571436 0.35670730471611029 0.29584078490734106 0.32236011326313024 0.34393528103828436 8.0764727197248813 0.22992808371782306 5.8397386857376938 7.3691543947335907 0.098213501274585738 0.03775372542440892 0.26385782659053808 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 4 8 -6 11 10 21 29 -4 -3 13 14 15 -13 -14 -18 -10 -20 -9 25 26 -24 -25 27 -23 -2 -27 -1 right_child=1 6 7 -5 5 -7 -8 20 18 -11 -12 12 16 -15 -16 -17 17 -19 19 -21 -22 22 23 24 -26 28 -28 -29 -30 -31 leaf_value=-0.0040359755091286774 0.046926454647359749 0.0075793222776254603 0.045929620678268744 0.010894186134641095 0.033491336708817737 0.0063756345665379327 0.04091330315787553 0.030979653209611258 -0.015305139562979325 0.0020904940964112787 -0.023882782628779169 0.021136141027455185 0.035436657488398422 0.030505060523294113 0.045888558785661435 -0.038861918980022468 0.033225587182483869 0.0021955383844707611 0.053842074669700486 -0.010861269098189458 0.0047988625898173843 -0.0063232580965543799 0.0056830511051044726 -0.044847248808732733 0.03035616022597341 -0.0050937999741757466 0.024043319741660945 -0.0080455021634015019 0.045278298625801038 -0.0010350161301833751 leaf_weight=968.10966497475601 1.4760169265791789 78.303898716345429 1.0351557508111024 76.975161857553758 9.0230587449623254 79.860870317090303 5.6424654172733417 14.067845826619306 27.034867400070656 191.67600107303588 4.26646464667283 1.6642503114417184 5.037136908620595 26.275135251693428 1.4810884147882459 2.6338849668391049 4.8494096621870986 27.692909797420725 1.7871879120357324 3.0631084814667702 7.0995712898438788 91.035450964292977 120.7783535431372 3.3282163708936414 1.0756774207111446 1.6812472576275457 4.4031090692151329 7.8067366373725235 5.4755335450172424 561.33017679216573 leaf_count=10298 23 941 31 1155 88 940 53 388 442 2620 222 18 64 278 3 29 31 257 30 21 145 1290 1767 28 16 20 57 111 38 6533 internal_value=-7.51067e-12 0.00624085 -0.0021012 0.00378318 0.00225348 0.00912829 0.0131988 0.015699 -1.85739e-05 -0.00237494 -0.0102517 0.0121417 0.0172722 0.0250296 0.000135488 -0.0156305 0.0106554 0.00681959 -0.0110025 0.01298 0.0221986 0.00145879 0.000453295 0.00455162 -0.0264784 0.0149526 -0.00492228 0.000695389 0.0334451 -0.00293457 internal_weight=2335.97 588.385 1747.58 434.805 357.829 88.8839 153.58 26.469 268.946 1721.12 5.30162 147.938 69.6338 32.0544 5.77922 4.29814 37.5795 32.5423 31.8852 4.8503 21.1674 237.06 220.621 125.182 4.40389 16.4395 95.4386 9.28275 7.15678 1529.44 internal_count=27937 7700 20237 6026 4871 1028 1674 786 3843 19451 253 1621 680 328 50 47 352 288 493 51 533 3350 3158 1811 44 192 1347 134 58 16831 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=4 0 2 1 6 6 0 1 0 0 4 6 8 5 6 7 5 0 7 4 6 6 8 0 7 7 4 5 0 7 split_gain=32.9922 16.1192 6.7217 6.85923 6.00114 5.86607 5.62655 6.21375 4.43424 6.11694 5.13128 4.38693 5.74454 4.57824 4.30576 8.65074 4.0169 4.00936 3.96673 3.85955 3.58604 3.97002 3.57389 4.72542 3.39854 3.95901 3.26633 3.151 3.57725 3.88802 threshold=7.8818215293399492 0.29199722409248358 1.0000000180025095e-35 1.0000000180025095e-35 0.53522199392318737 0.55165287852287304 0.2631110697984696 1.0000000180025095e-35 0.25267314910888677 0.25026445090770727 10.128671346617597 0.51052418351173412 0.30952380952380959 6.0619181497881103 0.47340346872806555 0.14832668751478198 6.9240744798897653 0.40599067509174352 0.23645481467247012 7.8372458707344661 0.0063455922063440093 0.048735044896602638 0.81666666666666676 0.20976476371288302 0.079202610999345793 0.17017824202775958 6.9988374713206243 5.8620386932602271 0.3163964450359345 0.16468134522438052 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 3 4 17 -6 8 11 9 -2 -10 13 -13 14 18 -16 -5 19 -8 20 -3 -22 -1 -24 -7 27 -19 -26 29 -29 right_child=6 2 -4 16 5 24 7 -9 10 -11 -12 12 -14 -15 15 -17 -18 26 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0032938786924047586 -0.00034426878670384411 -0.0075270246169065512 0.045333445437090544 0.008326141782732395 0.023429369356672204 -0.046656395507644229 0.0069222140858270836 0.023076616658781555 0.0037208139765197929 0.044418260338933556 -0.040522297160826046 0.033827827773216038 0.00992998244122365 0.03855784451539828 -0.054578943891981008 0.0050923960829932918 0.053698732662742783 0.0096827046683327471 0.036025699491080622 -0.035007868172433218 0.015896010736497362 -0.0003725101780223899 -0.014394641556149071 0.027434196813352265 0.008814537050598998 0.00050616003917622679 0.054130625931571572 0.044093171830589133 0.045393985592076198 -0.052164406664349947 leaf_weight=1369.534991770277 22.597928440198306 62.478074327635113 3.279109281487762 110.58677681622794 17.018585920217447 1.1649473272263993 141.71077207673807 35.494829752948135 4.6065223384648544 3.1278630495071402 4.8361166478134692 14.03293606918305 25.508387599722482 4.0987591315060845 3.0568425105884653 7.6804146945942193 1.784424940124153 13.483173665008506 4.3440863771829745 3.0015742699615648 14.024798642378299 360.88949163333746 3.603624281473456 7.4679162681277376 23.863302104175094 60.857805065345019 1.6725703217089165 0.70517832040786632 4.7848935439251363 0.81313718110322952 leaf_count=14816 292 836 73 1778 165 6 1790 431 65 18 41 85 237 34 66 79 24 227 37 34 179 4861 226 303 350 818 16 17 28 5 internal_value=-2.91047e-11 -0.00129411 0.00248511 0.00227761 0.00093076 0.00724685 0.00983856 0.0115072 -0.00135565 0.00509817 -0.0189386 0.00945838 0.0184112 0.0072581 0.00643989 -0.0118957 0.00904665 -0.00058338 0.00778783 -0.00110549 -0.000872833 0.000236063 -0.00315664 0.0138195 0.00425947 0.0049111 0.0145879 0.0137976 0.0326631 -0.00745778 internal_weight=2332.11 2061.01 680.408 677.129 564.758 109.208 271.095 235.927 35.1684 25.7258 9.44264 200.432 39.5413 160.891 156.792 10.7373 112.371 455.55 146.055 440.394 437.392 374.914 1380.61 11.0715 92.1893 91.0243 15.1557 30.1665 6.30321 1.51832 internal_count=27937 24762 9417 9344 7542 1389 3175 2759 416 310 106 2328 322 2006 1972 145 1802 6153 1827 5910 5876 5040 15345 529 1224 1218 243 400 50 22 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=0 4 8 0 7 2 6 7 4 7 6 0 0 7 7 0 0 0 6 4 0 0 4 6 4 6 6 8 0 6 split_gain=32.4437 10.2792 9.97226 4.96468 6.32638 4.95072 5.41158 5.51921 4.53682 4.45966 4.45684 7.29991 4.92414 4.19535 4.48928 4.18674 4.15705 3.81355 3.88831 3.72285 3.61183 3.52089 5.68274 4.84682 3.84543 3.46824 7.40436 6.92744 4.75505 4.33962 threshold=0.32026907801628118 6.373306629157784 0.73214285714285732 0.35670730471611029 0.14301286637783053 1.0000000180025095e-35 0.15642168372869494 0.067983746528625502 10.881681250739051 0.14089384675025943 0.29942367970943456 0.38338243961334234 0.37967713177204138 0.11696396395564081 0.069068975746631636 0.37461771070957189 0.29199722409248358 0.20976476371288302 0.26703691482543951 15.668307516544177 0.42733119428157812 0.30803693830966955 8.3376357966696197 0.49212087690830236 8.1524438557327006 0.18576741218566897 0.1176501326262951 0.41428571428571431 0.3216207623481751 0.052540006116032607 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 15 6 -2 -8 16 10 25 12 -12 14 -13 -5 -1 18 -4 -10 -17 -18 23 -23 -25 26 27 -3 -27 -29 right_child=1 9 17 4 -6 -7 7 -9 19 -11 11 13 -14 -15 -16 20 21 -19 -20 -21 -22 22 -24 24 -26 28 -28 29 -30 -31 leaf_value=-0.0031688915210547658 -0.010458100455827799 -0.023506161513132149 0.045373379307679422 0.025997153686200883 0.0029958451154600309 0.043772790581407532 0.040775506275924717 0.0010290945079943739 0.015752621577579229 0.014686220229132605 0.0074731215193305917 0.044489211159616258 -0.040608582859410589 0.046990207989825956 0.001544650670984981 0.0032923045283225418 0.0035248586948789223 0.022385773145264597 -0.020238676247466284 -0.014552183040920619 0.041024890867120557 -0.0079542690220902393 0.021329674733516317 0.012407093741950001 -0.063591610191297207 0.056559997121772572 0.029417998806399569 0.019632839044022098 -0.01193782017857496 -0.011852516759326659 leaf_weight=1410.0064198388427 40.502217837725766 8.7259544171392935 1.0214253817684973 21.646522784372792 102.52188473707065 2.2806531339883795 3.2100088993320233 153.59479961189209 20.55596304428764 132.01172936172225 22.326493013650182 3.3483166489750165 2.0970110436901441 6.9090936090797177 6.337289453484118 20.166021316428672 170.99447541794507 20.384876931566396 3.9818028212685022 4.4355826084502032 2.574657939374446 88.252914801938459 7.8451749429805195 16.233662843122151 0.62217025645077129 0.95532951015047984 9.3635009983554465 11.826898762490602 20.157858819700778 5.9078932418487957 leaf_count=15363 636 100 31 302 1301 33 83 2277 284 1420 356 33 20 62 91 333 2129 533 222 58 30 1238 120 256 3 8 138 142 259 76 internal_value=-1.10913e-11 0.00617016 -0.0020391 0.00290656 0.00709218 -0.000174321 -0.000682302 0.00184276 -0.00231477 0.0110875 0.00623763 0.0137769 0.00334481 0.0291305 0.0163906 0.0165535 -0.00250197 0.0166255 -0.00684376 0.010374 0.00756432 0.000809748 -0.0033005 -0.00513886 0.00960188 0.000806262 0.00649041 -0.00162284 -0.00883843 0.0091443 internal_weight=2320.8 576.464 1744.33 346.497 146.909 199.588 197.307 156.805 1718.95 229.967 97.9556 41.0182 24.4235 16.5947 9.68561 44.3872 1693.95 25.3881 5.00323 24.9915 22.7407 283.948 112.954 105.109 16.8558 56.9374 35.8242 26.4607 21.1132 17.7348 internal_count=27937 7700 20237 4995 1966 3029 2996 2360 19451 2705 1285 562 376 186 124 665 19109 786 253 342 363 3746 1617 1497 259 723 456 318 267 218 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=0 4 8 6 6 1 1 0 4 4 0 1 0 0 4 4 6 6 4 5 2 4 7 0 7 0 6 0 6 6 split_gain=32.5961 10.8639 10.1265 4.51451 7.44506 4.37479 4.33776 5.13942 4.50498 4.19979 3.82497 3.59648 4.51995 3.44174 3.30564 4.09895 3.26388 3.24759 3.19788 3.17037 3.1299 3.53835 6.13369 6.13062 4.60856 4.60002 3.07381 3.1096 4.96758 2.97124 threshold=0.32026907801628118 5.9621408378292449 0.73214285714285732 0.53924754261970531 0.55165287852287304 1.0000000180025095e-35 1.0000000180025095e-35 0.40932813286781317 17.123868445595125 6.4298996515003077 0.32097682356834417 1.0000000180025095e-35 0.33593283593654638 0.20976476371288302 11.879092465724851 14.521964308939257 0.26703691482543951 -1.0000000180025095e-35 16.890497180503655 10.269587722713164 1.0000000180025095e-35 7.3691543947335907 0.13931881636381152 0.32236011326313024 0.093041922897100462 0.32911738753318792 0.49212087690830236 0.38552445173263555 0.13700570911169055 0.072015702724456801 decision_type=2 2 2 2 2 2 2 2 2 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 5 11 -5 14 8 9 10 -8 -3 12 -2 16 -1 -16 -4 -11 20 -6 21 23 -23 -12 -25 -26 27 -14 -29 -24 right_child=1 6 13 4 19 -7 7 -9 -10 17 18 -13 26 -15 15 -17 -18 -19 -20 -21 -22 22 29 24 25 -27 -28 28 -30 -31 leaf_value=-0.0029872074403793627 -0.0081899819853455784 0.033582105772332504 0.044399546122209824 0.038528427735211181 0.0043014312487857607 0.0019979763355313165 0.047782015041462227 0.040257553048693759 0.025019698611833074 -0.048010204447689844 0.038332437516781885 0.0076590567356550699 0.0059633526190046287 0.021985265477085222 0.026107052984821768 -0.0050130123372388244 -0.017857805240263272 0.012835709171915188 -0.054514767901326894 0.040593217667959862 0.043362533861488868 0.0029094435874329576 0.03407541799727537 0.049414071532724937 -0.023117040266881834 0.0011005814802073346 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0.0110493 -0.00595778 0.011524 0.00704543 0.00575987 0.00727766 0.00688844 0.00984693 0.00146362 -0.000673571 -0.00192471 0.00176966 0.00374427 -0.00826905 0.0160443 internal_weight=2305.45 565.626 1739.83 296.038 63.1857 1714.12 269.588 48.8141 220.774 40.5429 206.328 232.853 184.681 25.7042 1525.66 15.2527 4.90192 37.4285 201.318 56.1655 200.561 198.421 128.398 70.0235 66.1868 64.5738 123.212 104.981 16.3684 67.8165 internal_count=27937 7700 20237 4347 739 19451 3353 610 2743 539 2639 3608 2839 786 16831 213 253 451 2600 685 2594 2552 1560 992 959 916 1912 1621 276 720 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=0 4 8 1 5 5 7 6 6 6 6 4 6 6 8 7 7 0 6 8 0 0 0 0 7 7 6 7 4 4 split_gain=31.0155 14.4539 8.17491 5.27609 5.09475 4.41467 4.24859 4.33364 4.94591 5.11813 4.75015 4.24134 4.23532 4.12556 5.70385 3.84789 3.88597 3.87247 4.43951 3.39824 3.23465 4.42631 6.91306 7.86105 8.24246 10.5618 7.93657 6.04567 4.70854 4.50106 threshold=0.36328005790710455 6.2599681625794785 0.73214285714285732 1.0000000180025095e-35 4.8769348854119734 8.1967509811877814 0.17660862207412723 -1.0000000180025095e-35 0.29942367970943456 0.4296118170022965 0.47875653207302099 13.380606354510272 0.25151149928569799 0.15397283434867862 0.22500000000000003 0.072051811963319792 0.11211706697940828 0.24369046092033389 0.10510858148336412 0.18333333333333338 0.26385782659053808 0.23445418477058413 0.2236462086439133 0.22705212235450747 0.22648720443248752 0.2004203796386719 0.057358236983418472 0.23852065950632098 3.1611572860905777 3.620247068523311 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 20 -2 -8 12 11 -11 -10 -9 14 15 -5 -17 18 -18 -3 21 22 -1 26 25 -25 -24 -26 -28 -23 right_child=4 2 -4 13 -6 -7 7 8 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 29 23 24 27 -27 28 -29 -30 -31 leaf_value=-0.004052864374020076 0.012757506622508076 -0.030290495930188649 0.019921482375319533 -0.016943674505183016 0.030712136037186182 0.020929906937697432 -0.060309712967101421 0.011687937042882719 -0.02181267050665741 0.035385004054415123 0.0015696880097915823 0.049597777328052491 0.05413080674104289 0.0053513207229129237 -0.014128655327598504 0.023337501810205975 0.044873789394993764 -0.0122387025361231 -0.013899479017118544 0.0033179931434307317 -0.0013022162333111891 -0.005722152016609092 -0.021218296514290816 -0.0012524995428994643 0.055422020733825683 -0.043797262432211978 0.018260350865759237 0.0084393158451081512 0.052067174832899452 -0.016568187523571754 leaf_weight=542.48685520490108 134.00655081868172 2.7309721484780303 28.049111170817923 5.9682477554306415 10.532038073986767 6.9644307524431488 0.92337479814886947 27.914325134363029 11.555703991558399 4.0933509061578652 43.154528190847486 0.8004006305709489 2.2895753774791947 131.42166327859741 27.612473387503996 10.851125229382889 2.8608523914590469 9.0174331013113243 1.9417912866920231 317.60636334994342 601.67221886134939 237.1047885773296 3.9145378214307156 47.51286376430653 3.3716033160453653 5.9041267107240847 18.787722747540105 9.1667424621991795 4.619505582842975 40.287444649031386 leaf_count=5870 1813 31 544 96 100 78 2 327 161 56 481 7 23 1870 432 193 59 142 20 3978 7651 2560 41 464 31 41 182 117 50 517 internal_value=2.31601e-12 -0.00117862 0.00439131 -0.00231243 0.0103191 -0.00290049 0.00936344 0.00435053 0.00501534 3.6862e-06 0.0044993 -0.0171869 0.0149053 0.00240567 -0.00423999 0.00467175 0.00990077 -0.000649365 0.0211107 0.00303147 -0.00301005 -0.00413533 -0.00275568 0.00478856 -0.0008168 -0.00595493 0.01832 0.0210731 0.0249323 -0.00729739 internal_weight=2295.12 2059.85 348.386 1711.47 235.27 1521.79 224.738 90.7313 89.8079 59.604 47.2479 12.3561 30.2039 189.674 58.2519 30.6394 24.6712 13.8201 4.80264 320.337 1514.83 913.156 635.764 93.2771 65.9553 53.417 27.3218 12.5383 23.4072 277.392 internal_count=27937 24967 4553 20414 2970 17602 2870 1057 1055 705 537 168 350 2812 942 510 414 221 79 4009 17524 9873 6796 926 653 505 273 148 232 3077 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=0 8 8 5 0 6 5 0 7 6 4 4 8 0 0 6 6 0 1 0 4 0 6 6 6 7 4 6 0 7 split_gain=31.9383 15.2299 6.71774 4.68255 3.90564 5.6531 4.09487 3.95399 4.04475 3.92292 3.91083 5.51794 4.9892 4.88376 4.2069 3.82193 3.7754 4.71518 3.76447 3.80816 6.14152 4.45921 3.6792 4.96792 4.9634 4.4154 4.01655 3.6929 3.60843 4.24764 threshold=0.36328005790710455 0.2678571428571429 0.73214285714285732 4.8769348854119734 0.30130723118782049 0.099055290222167983 6.9240744798897653 0.30803693830966955 0.18408000469207766 0.2432506009936333 8.6044523231035033 7.5483082410249738 0.22500000000000003 0.23635840415954593 0.27217136323452001 0.081325110048055663 0.24705984443426135 0.27014884352684027 1.0000000180025095e-35 0.36913928389549261 7.3691543947335907 0.42733119428157812 0.21714285761117938 0.17462222278118136 0.53027635812759411 0.061167631298303611 8.3430480616909453 0.10222589969635011 0.21346469223499301 0.14832668751478198 decision_type=2 2 2 2 2 2 2 2 2 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 18 6 15 9 -7 22 10 11 12 -1 28 -13 -6 17 -11 19 -2 21 -21 23 27 25 -24 -26 -9 -14 -30 right_child=3 2 -4 -5 5 7 -8 8 -10 16 -12 14 13 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29 29 -31 leaf_value=-0.0010043739457873541 0.017527354580513476 0.0022243402198608569 0.015334842543504224 0.0299860600224756 -0.0061143579598177704 0.010885257846290628 0.018222847096758869 0.053131057017336163 -0.0061106713057973898 -0.033466752117825412 -0.050706843056079511 -0.0029159078185706849 -0.0061512387053458337 -0.014255994920298878 0.044806094310077191 -0.033239254607910045 -0.0050307039426798102 0.039412002251224258 0.018286316987202997 -0.0018324587603809513 0.01244268269623703 0.021005491658809869 0.033342688994789725 0.028694798840679169 0.0080442409135587315 -0.0044060827887184538 0.047412825143248953 0.00074181683913189316 0.024211711838445907 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0.00593618 0.000477638 0.00330387 0.0121392 0.000634505 -0.00306008 0.0118481 0.00384878 0.00065803 0.0160052 internal_weight=2288.97 2055 536.533 233.968 1518.47 283.471 1235 238.486 198.452 1227.21 618.42 616.945 610.098 85.3465 6.84634 44.985 608.787 8.21372 223.37 186.141 155.63 84.6305 140.399 32.5758 107.823 81.1021 26.721 21.7062 31.0766 9.55069 internal_count=27937 24967 7406 2970 17561 4208 13353 3546 3056 13268 6525 6511 6433 934 78 662 6743 93 2870 2387 2031 1245 2146 522 1624 1314 310 334 378 113 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=0 4 8 0 7 2 0 6 1 6 6 6 3 7 0 0 6 0 7 7 0 6 7 7 7 0 5 7 6 0 split_gain=31.0521 12.5654 7.24816 5.49551 5.46008 5.41791 5.10452 4.70295 3.98201 3.83449 5.42424 4.65732 6.00079 3.80936 4.77712 5.05875 3.65919 3.46015 5.4851 3.47605 4.31194 3.69577 3.95706 6.04866 9.35916 3.34964 3.34629 3.25139 3.1502 3.12336 threshold=0.3021028488874436 8.1524438557327006 0.73214285714285732 0.36328005790710455 0.12829495221376422 1.0000000180025095e-35 0.37461771070957189 0.12469720467925073 1.0000000180025095e-35 0.62243640422821056 0.25151149928569799 0.25355765223503118 1.0000000180025095e-35 0.18831185996532443 0.20700529962778094 0.23352111876010898 0.58249711990356456 0.19843149930238727 0.2631687074899674 0.33292430639266973 0.15014769881963733 0.23862028121948245 0.20257358998060229 0.2316001579165459 0.24501123279333117 0.42733119428157812 6.0619181497881103 0.19046599417924884 0.23862028121948245 0.11917395517230035 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 6 7 -5 -2 9 10 13 12 -12 -1 17 28 26 19 -19 20 21 22 -15 29 -25 -8 -3 -17 -16 -24 right_child=1 16 -4 4 -6 -7 25 -9 -10 -11 11 -13 -14 14 15 27 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0030628681728674979 -0.0053272438325651181 0.010254989965807579 0.014930864297751437 0.03377890873006776 0.0048752075841740003 0.043476968743170682 0.0046282595505351938 0.0025196124260354487 0.0018226194447953363 0.0046076939410461468 -0.046187981685664611 -0.0053197416557492 0.012748738371246082 0.025841598903299946 0.01864915907461695 0.058775986877406705 0.027149671385620782 -0.027223049192171628 0.031698005158319012 -0.024668317539415275 0.0078430946511449575 0.028517700004670483 -0.0029216066375927258 0.056968055925565433 -0.0061009241389978035 0.04570428206694753 0.041011335414987311 0.00057483598547779203 -0.032073963250640505 -0.031224694107442739 leaf_weight=524.12003887956962 87.613680202601245 156.85329278325662 21.394192077023035 12.570316754281523 116.46209479914978 2.6987236801069221 16.633914204547185 319.14008185872808 160.11372859723633 54.644524470029864 5.3468702479731283 586.96232127823168 2.1923199892044067 3.028700614348053 30.175203634273206 0.87862458452582259 13.488349229097365 9.3290182691998762 1.6776698196699715 5.0657781530171624 42.460012097515573 2.7501863921061149 4.8803511541336801 2.333347704261544 22.904451513197273 2.0017712144181123 3.2496898621320716 51.438660998726846 1.143734537065028 12.489177169278262 leaf_count=5237 1319 1915 682 155 1541 61 312 4858 2154 659 56 6847 7 17 233 15 117 86 30 59 493 26 91 21 136 31 31 682 13 53 internal_value=-4.04344e-11 0.00509582 -0.00240957 0.00289985 0.00786131 0.00111051 0.0190055 0.00082942 -0.00265301 -0.00317845 -0.00350344 -0.00562067 -0.0290498 -0.00174222 0.00189022 0.00726084 0.0121435 -0.00231089 -0.0182421 -0.000482652 0.000865992 -0.00525658 -0.00729193 -0.0096472 -0.000269914 0.00904048 0.0108793 0.00155228 0.0167968 -0.0232723 internal_weight=2276.04 730.712 1545.33 557.121 147.668 409.452 31.206 406.754 1523.93 1363.82 1309.18 594.502 7.53919 714.675 190.555 83.6362 173.591 106.919 11.0067 95.912 90.8462 48.3862 45.636 42.6073 25.2378 18.6357 160.103 52.3173 31.3189 17.3695 internal_count=27937 10340 17597 8277 2039 6238 498 6177 16915 14761 14102 6910 63 7192 1955 943 2063 1012 116 896 837 344 318 301 157 343 1946 697 246 144 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=0 4 8 2 0 7 0 6 7 6 0 7 7 7 0 0 0 6 0 4 6 3 6 4 6 0 0 0 6 3 split_gain=30.5877 11.3979 7.0547 4.78856 5.09206 5.07372 5.66433 4.74278 6.15364 6.07574 5.53789 4.94147 5.29256 4.91365 5.10771 4.49621 4.38055 4.05631 4.00789 4.90197 3.51297 6.87261 5.35451 3.46313 3.77371 4.24094 6.48402 5.8741 4.33464 5.87424 threshold=0.3021028488874436 8.1524438557327006 0.73214285714285732 1.0000000180025095e-35 0.36328005790710455 0.15058483183383944 0.37461771070957189 0.25151149928569799 0.19380632042884829 0.52223065495491039 0.29904408752918249 0.19571685791015628 0.18408000469207766 0.2063376381993294 0.13542611896991733 0.42733119428157812 0.11601475998759271 0.12469720467925073 0.2814635187387467 9.0428271805388203 0.64462941884994518 1.0000000180025095e-35 0.5462741255760194 13.046460917647304 0.51203331351280224 0.23445418477058413 0.26781275868415838 0.21872986108064654 0.49212087690830236 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 4 17 6 -6 8 -1 23 11 12 16 -13 20 -8 -11 -2 -14 -20 22 -22 -15 24 25 27 -27 28 29 -9 right_child=1 -3 -4 -5 5 -7 15 9 -10 10 -12 13 18 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0024728236927429583 -0.0047495942298170276 0.011779616487456332 0.014549376359355812 0.04297600545426751 0.027620378656544393 0.003413977759126934 0.0034588500388175389 -0.011010113636116087 0.0039377497524991237 -0.060104100588515411 0.038545737111399102 -0.02534867527247733 0.042662503949810887 -0.027316763978745277 -0.0050721729713304126 0.040037453787480304 0.0056885457573267687 0.0025869283038994261 0.053049788609620618 -0.048750071881448746 0.020854897666619403 -0.036624870399558959 0.02871623164505907 0.031369697260672291 -0.023541702368185605 -0.013037575049174664 -0.0038744601129343426 0.0054616288431681365 0.013575731260410165 -0.0002482718596985458 leaf_weight=634.83926437766058 85.973955077643041 172.74001403397415 21.713119015425036 2.6783284484408787 19.962423639371991 94.745247653336264 28.886036951793358 107.7263147598278 171.08475175563217 0.941481819376352 3.4524033393245182 8.3603308480232936 6.1582306469790629 1.773999055847528 73.22083441306313 3.3780512702651313 27.935177097737323 321.30845701898215 0.70471394900232542 1.0752956251380963 4.2512732055038205 3.3452709186822176 11.387129269540308 2.2298935123253605 10.931621462514157 134.32368465641048 144.02440245694015 57.881814399734139 10.262009097728876 79.214164216537029 leaf_count=6648 1319 2063 682 66 245 1208 525 1322 1943 11 42 99 48 29 897 56 364 4858 20 7 39 21 85 29 148 1733 1842 538 256 794 internal_value=-1.31602e-11 0.00504715 -0.00242792 0.00295898 0.00276561 0.0075524 0.01506 -0.00267448 -0.00111196 -0.00450163 0.00101294 8.17554e-05 0.00950738 -0.00330898 -0.00134832 0.00728863 0.00354347 0.00103825 0.0312021 -0.00844704 0.0117872 -0.00445732 0.0211635 -0.00594037 -0.00609321 -0.00573564 -0.00829635 -0.00294139 -0.0054078 -0.00644989 internal_weight=2246.51 729.673 1516.84 556.933 554.254 146.972 52.2265 1495.12 805.924 689.2 142.606 139.154 36.8149 102.339 93.9785 32.2641 28.8767 407.282 7.93824 1.78001 20.7577 7.59654 13.1611 546.594 544.364 533.432 278.348 255.084 197.202 186.94 internal_count=27937 10340 17597 8277 8211 2034 826 16915 8591 8324 1662 1620 450 1170 1071 581 375 6177 75 27 174 60 114 6662 6633 6485 3575 2910 2372 2116 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=0 4 4 2 0 1 1 6 6 7 7 7 4 4 0 6 4 6 8 0 0 7 0 7 7 6 0 0 5 7 split_gain=30.4974 10.6649 6.89123 4.38808 4.62979 4.13544 3.88741 4.00094 6.36496 5.79466 4.63496 4.39349 4.8003 4.90829 4.32956 4.97951 3.86455 3.39856 4.95783 4.02993 5.77654 4.05831 5.42769 3.65307 6.43681 7.29762 5.86896 5.01147 4.85351 4.60848 threshold=0.3021028488874436 8.1524438557327006 10.881681250739051 1.0000000180025095e-35 0.35670730471611029 1.0000000180025095e-35 1.0000000180025095e-35 0.54385313391685497 0.25151149928569799 0.21515253931283954 0.16415186226367953 0.22088898718357089 6.187087438345011 3.3690377498030597 0.29667529463768011 0.23862028121948245 8.0764727197248813 0.5714591145515443 0.30952380952380959 0.13542611896991733 0.1456677243113518 0.25325515866279608 0.26461243629455572 0.22329369932413104 0.21760539710521701 0.59161117672920238 0.11917395517230035 0.16250057518482211 5.3996657261172718 0.24893484264612201 decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -2 16 7 8 9 -1 -9 -11 13 -13 15 -14 -6 18 19 -12 -21 -22 -23 24 25 -19 29 -27 -28 -25 right_child=1 -3 -4 -5 5 -7 -8 10 -10 11 17 12 14 -15 -16 -17 -18 23 -20 20 21 22 -24 26 -26 27 28 -29 -30 -31 leaf_value=-0.0031955955413070941 0.00098297163497396145 0.011543180165568181 0.013971056495151157 0.042382350851147298 0.0052093724148242915 0.016930925448840103 0.0017141173794191873 0.022329050625385392 -0.0063831431753219679 0.020621584134000188 0.040379469238022547 0.0021868692840633659 0.041324260961117562 -0.023708056290818198 -0.04083252632240713 -0.062623749260178316 -0.049168977250591502 -0.05880054864168275 -0.030454826757669907 -0.040241892387880611 0.03149346474246259 -0.01802938046783183 0.051027564575586964 0.044206195902825145 -0.048975987139843587 -0.020315895304159018 -0.003719205767463958 0.0090130489318189528 0.048569147542440766 -0.0007340372401925696 leaf_weight=570.73728595871944 380.66059212153777 172.7506789668696 22.612056876532733 2.5354791805148116 139.35111355711706 30.536746676079929 158.78105080866953 9.3158166959765349 493.73604652780341 12.813306030817328 4.6188162481412354 95.264718584083312 5.9108024780871338 7.0772565330844364 0.78065424162195984 0.44606004655361164 1.1862346678972233 2.1411757338792148 2.321552159242855 1.9216475971043099 6.7382650352083129 4.5795955263311043 1.3194688111543653 4.8461314328014833 3.5363246649503699 7.9356430890038636 47.478454324882478 15.455587570555506 1.6533089959993947 3.5639932081103325 leaf_count=5695 5722 2063 273 66 2003 471 2159 140 6315 146 38 1077 136 130 13 3 15 30 56 17 71 57 3 27 20 85 829 226 30 21 internal_value=-2.04096e-11 0.00503473 -0.00246391 0.00300622 0.00282527 0.00692461 -0.00271794 -0.00325752 -0.0037802 -0.00192578 0.00202489 0.00400043 0.00205512 0.000396157 0.0258423 0.0340302 0.00475038 0.000275285 0.0109513 0.0159637 0.00821779 0.0155866 -0.00258312 -0.00237482 -0.0110433 -0.00578951 0.00200429 -0.000937006 -0.00195968 0.0251617 internal_weight=2212.61 727.021 1485.59 554.27 551.735 171.074 1462.97 1304.19 1186.77 693.03 117.426 122.293 109.479 102.342 7.13752 6.35686 140.537 108.11 21.4993 19.1778 14.559 12.6373 5.89906 86.6106 29.0687 25.5324 57.5419 23.3912 49.1318 8.41012 internal_count=27937 10340 17597 8277 8211 2489 17324 15165 13515 7200 1650 1505 1359 1207 152 139 2018 1510 242 186 148 131 60 1268 361 341 907 311 859 48 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=0 8 4 6 6 7 0 5 1 4 6 6 0 0 8 8 7 6 0 0 7 7 0 7 0 0 4 4 6 4 split_gain=28.7902 9.14502 8.34184 5.70615 5.09421 4.97924 4.88432 4.41265 3.90715 3.69413 5.20166 4.74442 6.14454 4.89654 3.68154 4.70274 3.65977 4.35251 8.64802 9.16164 7.42026 4.6899 5.22594 4.56124 5.92245 8.89646 4.17606 6.27942 4.71821 5.39724 threshold=0.32026907801628118 0.73214285714285732 5.9621408378292449 0.54385313391685497 0.25151149928569799 0.16415186226367953 0.11917395517230035 4.9330445580954017 1.0000000180025095e-35 7.5348514732503933 0.21600706130266192 0.12275208905339242 0.30803693830966955 0.2200538516044617 0.2678571428571429 0.63333333333333341 0.19380632042884829 0.081325110048055663 0.13542611896991733 0.1456677243113518 0.11068867519497873 0.16098802536726001 0.16250057518482211 0.17182986438274386 0.23882584273815158 0.25629645586013799 5.6270368786373597 6.0897789167853391 0.14288520067930224 7.0389304389073812 decision_type=2 2 2 2 2 2 2 2 2 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 9 14 -7 -4 -6 16 11 -11 13 -13 -5 -16 17 23 -19 20 -20 22 -21 -1 -25 -26 -24 -28 -29 -30 right_child=2 -3 7 5 8 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 19 21 -22 -23 26 24 25 -27 27 28 29 -31 leaf_value=-0.0078927023895701762 0.0024021020075385758 0.015357497385758043 0.0089007388090261985 0.03242479228334872 -0.0056877983419670788 0.018160335652702076 -0.00084071662102823722 0.026051072001493435 0.0026375612364475166 0.010850851595672961 0.027287404460907782 0.023352954771508495 0.03937682000704442 -0.018722801400398052 -0.0089710857284591126 0.041285488678764512 0.0018025839850016624 0.02635749028909232 0.02670317922809198 0.020133282304598422 -0.043669435840238802 -0.007304162960236291 0.00090089994372805125 0.045120623199639824 -0.036200147977399774 0.014753565125546212 -0.030686453849290047 -0.020850993761078324 0.015103453930109249 -0.036482745058823242 leaf_weight=189.21816050901543 282.09176838211715 26.955774912887136 247.9799196247186 8.7456659459858219 547.40404207457323 13.856936286669223 100.34779241424985 14.279450968373565 55.916041340911761 26.477366505423561 8.7459784729871881 2.8917764248326483 2.245159776415675 17.882888627471402 6.1709928542841208 2.3004279956221581 189.79168893982569 9.9906940222717804 1.6358634904026965 11.708194611594079 7.676873903721571 89.40554972179234 280.50205404346343 3.1678892318159368 4.3443808397278181 10.62962860893458 9.6908069774508458 7.7944914030376848 13.02489972533658 2.1228599194437257 leaf_count=2141 4347 786 3202 169 7054 85 1380 151 880 390 129 33 38 205 77 10 2122 109 10 64 44 892 3029 41 30 117 105 111 162 24 internal_value=-1.1554e-11 -0.00197305 0.00598293 -0.00226077 -0.00278855 0.00373205 0.00146476 0.00983454 -0.0049162 -0.00134453 0.00595912 0.00219049 -0.00777065 -0.012866 0.0187715 0.00467617 -0.00185661 -0.0029402 -0.00123045 -0.00188117 -0.0313079 -0.00121963 0.000454996 -0.00651499 0.00785446 -2.95386e-05 -0.000280779 -0.0104381 -0.00188515 0.00787398 internal_weight=2195 1650.64 544.351 1623.69 1492.27 131.422 114.205 262.259 603.32 888.947 58.2432 49.4972 23.0198 20.7747 17.2171 8.47142 830.704 640.912 433.552 423.562 9.31274 414.249 324.843 207.36 18.1419 14.974 313.135 32.6331 22.9423 15.1478 internal_count=27937 20237 7700 19451 17730 1721 1465 3353 7934 9796 795 666 276 238 256 87 9001 6879 4550 4441 54 4387 3495 2329 188 147 3431 402 297 186 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=0 8 4 1 5 6 6 0 6 0 0 4 4 6 0 7 7 0 4 0 0 4 6 0 0 7 7 6 7 0 split_gain=28.1892 8.72664 8.04484 4.88981 4.22981 3.94667 7.20035 4.06566 7.282 5.57751 6.22845 5.93286 8.49393 5.46106 5.5691 4.37877 6.48319 5.2886 4.89469 4.37875 4.07261 4.0913 4.05215 3.94856 3.90358 4.92206 3.76786 4.13654 3.64939 3.55915 threshold=0.32026907801628118 0.73214285714285732 6.373306629157784 1.0000000180025095e-35 4.9330445580954017 0.54385313391685497 0.2432506009936333 0.27914373576641088 0.24148909002542499 0.23635840415954593 0.21101059019565585 2.555843120094428 5.7287298032474538 -0.018124056048691269 0.27989883720874792 0.099255822598934187 0.1247118003666401 0.2814635187387467 11.277569625579515 0.24777165800333026 0.20700529962778094 6.8770600050656272 0.2275723069906235 0.26542399823665624 0.35670730471611029 0.14301286637783053 0.19571685791015628 0.22583970427513125 0.28187274932861334 0.23352111876010898 decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 6 7 8 9 10 20 19 -13 -9 -15 17 -17 -16 22 -11 21 -1 -19 -21 -2 -26 -12 29 -25 -28 right_child=2 -3 4 -5 -6 -7 -8 13 -10 11 26 12 -14 14 15 16 -18 18 -20 23 -22 -23 -24 28 25 -27 27 -29 -30 -31 leaf_value=-0.0031327049947430822 9.0772440088755752e-05 0.014785907577165767 0.0093800620432568406 0.0023653937352967986 0.027935406915427161 0.0023029171438377597 -0.0059184744273908787 -0.022313128692995829 0.03919167952535018 -0.011708538840480441 0.0020875444723356057 -0.026080576323090004 -0.0047990382351427467 0.041340898535473014 0.055642200719139709 0.019185596800786655 0.0021802216604527034 -0.0071897685976884292 0.043738675034790252 0.005097650571568752 -0.018726198306385722 0.023631036250843323 -0.041371061163812881 -0.0075280014780595012 0.015303213375954658 0.0030069639849870482 0.021355228094917494 -0.019324255984572523 0.047210879275751308 -0.030718916764256247 leaf_weight=198.36042020009336 186.41891724505695 27.469722214569629 206.37800728075672 181.65721854293952 11.682582858484237 121.64261532653472 557.97478836460505 7.5265879957005373 3.7236322583630672 40.613572244998068 95.723515508812852 29.547099613584578 39.36831703374628 3.4850272438488892 1.2026705391472194 25.433267508167773 97.631842992559541 29.710873450385407 1.5513046663254488 59.008416144140938 14.823295472218886 5.2773147267289451 3.4878437279257914 49.581432530423626 42.063342036795802 96.545139687717892 23.242355142952881 2.8760063629597417 1.1209339359775174 1.2445064750500012 leaf_count=1966 3029 786 2578 2620 127 1632 7293 94 56 443 822 378 451 45 20 361 1185 427 36 693 128 67 29 486 665 1301 167 14 18 20 internal_value=-4.05497e-11 -0.0019794 0.00591641 -0.00226799 0.0103742 -0.00286318 -0.00334938 -0.00139783 -0.00262274 -0.00290039 -0.000503338 -0.00663468 -0.0139234 0.00266898 0.00382607 0.00300389 0.00569464 -0.00620646 -0.00834699 -0.00329321 -0.00354425 -0.00243912 -0.0107808 -0.000177964 0.0029257 0.00673849 0.00489385 0.0147111 -0.00631783 0.0187086 internal_weight=2166.37 1623.28 543.088 1595.81 218.061 1414.16 1292.52 734.54 564.511 560.787 341.547 219.24 68.9154 170.029 162.503 159.018 123.065 35.9527 34.75 150.324 218.461 203.638 33.1987 109.711 325.027 138.608 123.086 27.3629 50.7024 24.4869 internal_count=27937 20237 7700 19451 2705 16831 15199 7906 5709 5653 3184 2469 829 2197 2103 2058 1546 512 492 1640 2161 2033 456 1197 4995 1966 1023 201 504 187 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=0 4 8 4 4 6 8 1 5 8 1 6 6 6 6 6 0 0 6 4 4 8 0 7 6 6 0 6 7 6 split_gain=28.0526 8.25234 7.57171 7.15648 5.10635 4.39576 4.36551 4.27033 4.11998 4.05388 3.84183 4.02005 4.72992 4.38209 3.76026 4.83178 3.40366 5.97157 4.46316 6.10524 3.94391 3.33548 5.06199 3.30239 3.22666 4.27425 3.42954 3.27102 3.06125 4.64983 threshold=0.32026907801628118 6.2599681625794785 0.73214285714285732 8.1524438557327006 8.0764727197248813 0.51203331351280224 0.18333333333333338 1.0000000180025095e-35 4.9626828630601718 0.35416666666666669 1.0000000180025095e-35 0.53924754261970531 0.55165287852287304 0.48418529331684118 0.54385313391685497 0.2432506009936333 0.34393528103828436 0.32416543364524847 0.03775372542440892 5.8397386857376938 7.3691543947335907 0.46428571428571436 0.35670730471611029 0.22166731208562854 0.57796794176101696 0.58249711990356456 0.13165166229009631 0.58758777379989635 0.19380632042884829 0.23862028121948245 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 4 10 8 -3 14 -5 -7 11 13 23 16 15 28 17 18 -2 -20 -19 -15 -23 -13 -16 26 -26 -27 -1 -30 right_child=3 2 -4 5 -6 9 -8 -9 -10 -11 -12 12 -14 21 24 -17 -18 20 19 -21 -22 22 -24 -25 25 27 -28 -29 29 -31 leaf_value=-0.0034912983146831761 -0.015747135342603771 -0.036988913550217349 0.021349616956734398 0.0082962449063798023 -0.0397426800256582 0.034779420085481426 0.0021034292550223214 0.0018707343044470552 0.044116214058725657 0.010831139627227232 0.010282472352325911 0.037558736847846497 0.0059135715488498573 -0.014492866430955745 0.011486403782058834 -0.0062542382725690876 0.0058260667586341949 -0.0070743301738288604 0.0059668725702692353 0.043914363541989555 0.027366088155173978 0.050641016151737009 -0.01244559962521353 -0.013763723992339553 0.034219615957794117 0.048197345384748104 -0.040396117022742546 -0.00011600585674829687 0.00054972048492861003 0.034890575008567397 leaf_weight=462.23905306251254 4.0794072407006778 2.603152683004736 19.094696367727011 118.40511805156711 2.4098996478132895 12.807429912500085 207.83468394732336 151.09657665312989 2.9622294995933762 12.639976582373491 72.799973303277511 7.1888877768069488 74.349747585365549 24.970103600295264 24.121571854542708 483.88270838625613 110.21983390231617 74.346183633024339 10.90933165617753 5.8682906664907923 3.1179942709859452 1.9136060783639539 2.8488198383711278 1.3384705774951724 0.64888404868543048 1.2809957927092899 3.8071197029203176 81.701035409292672 155.43703545852622 3.631509910337626 leaf_count=4965 56 29 376 1456 38 90 2655 2174 23 144 1154 52 930 439 313 6510 1767 1180 196 49 39 30 21 36 5 11 115 1302 1741 41 internal_value=-5.50668e-11 -0.00200268 0.00326116 0.0058895 0.00379374 0.0115475 0.00161985 -0.00288598 0.00917051 0.0228841 0.00406007 0.00264954 0.00834073 0.000670016 -0.00347667 -0.00400653 0.0022062 -0.00185173 0.0123967 0.0192397 -0.00568808 -0.0101046 0.0129034 0.0295031 0.00177255 -0.00090722 -0.0295306 0.000629809 -0.00225599 0.00133372 internal_weight=2140.55 1597.38 229.533 543.175 396.361 146.815 210.438 1367.85 121.367 25.4474 393.951 321.151 82.8771 238.274 1216.75 1105.19 208.541 98.3212 20.857 16.7776 77.4642 29.7325 4.76243 8.52736 111.56 87.438 4.456 82.982 621.308 159.069 internal_count=27937 20237 3060 7700 5987 1713 2684 17177 1479 234 5949 4795 1018 3777 15003 13257 3287 1520 301 245 1219 490 51 88 1746 1433 120 1313 6747 1782 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=0 4 8 0 6 4 0 0 6 0 4 2 7 6 0 6 7 0 6 7 0 0 6 4 4 0 0 0 8 4 split_gain=27.9127 9.08887 6.3508 4.55244 4.32197 5.58701 4.85423 4.73052 5.3103 4.34796 4.56525 4.29089 4.09048 3.93063 6.81372 5.82774 4.65783 3.56418 4.48119 3.67118 6.06539 3.54822 3.80658 4.41762 3.92182 4.53568 4.93707 3.60205 4.83718 3.28433 threshold=0.30130723118782049 8.1524438557327006 0.2678571428571429 0.35670730471611029 0.012195987626910211 5.2148444732990438 0.25481888651847845 0.23352111876010898 0.63820993900299083 0.24953934550285342 6.6299929932292576 1.0000000180025095e-35 0.14957885444164279 0.54385313391685497 0.29904408752918249 0.2432506009936333 0.16415186226367953 0.13542611896991733 0.70225954055786144 0.22009836137294772 0.11601475998759271 0.30803693830966955 0.17828142642974856 6.3535628192398717 7.1113841531889435 0.32416543364524847 0.32745061814785009 0.32911738753318792 0.30952380952380959 4.437744198603955 decision_type=2 2 2 2 2 2 2 2 2 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 13 11 5 -4 -7 -6 9 10 -9 21 -5 15 16 -1 -15 18 19 20 -18 -2 -23 -24 25 -25 -27 -28 -29 -10 right_child=1 -3 4 12 7 6 -8 8 29 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 26 27 28 -30 -31 leaf_value=-0.0021325322685728713 0.0074011849396812979 0.010852641963241767 -0.01392649242029532 0.01346577875506485 0.0054943362235348736 0.037842934816429329 0.0096980272184094326 -0.024203670184416892 -0.02051536345989332 -0.0019886822735748931 0.0029083932966454539 0.041624178537561014 0.0036506877850684574 0.030893237833066748 0.050181736357067436 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5759 19 778 29 95 35 1334 3149 82 294 17 6 30 48 90 internal_value=-4.04842e-11 0.00480591 -0.00245758 0.00292613 0.00141926 0.0112252 0.0168351 9.43108e-05 -0.00289493 -0.00413204 -0.0154706 0.00109817 0.00700893 -0.00350519 0.00265434 -0.00402357 0.00115408 -0.000536669 0.00957108 0.0142548 -0.00581072 0.000846877 -0.000445929 0.00150046 0.0106424 0.0207819 0.00717507 0.0158312 0.00576338 0.0198606 internal_weight=2126.97 719.654 1407.32 548.987 299.388 35.6372 29.1382 263.751 169.772 161.018 25.5987 379.208 169.779 1107.93 86.0036 1021.92 83.3719 78.8869 22.4587 20.0138 5.81993 376.871 314.782 233.502 39.521 18.372 10.0215 8.57275 6.76063 8.75378 internal_count=27937 10450 17487 8375 4134 532 412 3602 2332 2185 347 5880 2495 13353 1068 12285 1050 956 178 149 54 5820 4960 3626 477 183 101 84 78 147 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=0 8 4 8 1 0 4 0 7 8 5 6 0 0 4 0 5 7 6 0 6 6 6 0 6 0 0 4 0 5 split_gain=27.2514 8.18148 6.83381 4.69566 4.32554 3.60484 3.94939 4.79373 4.73552 4.16917 3.53516 3.45885 3.62331 4.30257 3.34847 4.18851 3.21717 3.20667 3.19936 3.14295 3.85969 3.05369 5.16962 4.7215 5.68508 4.21877 5.18118 4.05438 3.3562 3.23526 threshold=0.32026907801628118 0.73214285714285732 5.9621408378292449 0.2678571428571429 1.0000000180025095e-35 0.23247854411602023 6.2599681625794785 0.26868095993995672 0.11350248754024507 0.46428571428571436 6.9240744798897653 0.28231169283390051 0.20976476371288302 0.28521758317947393 5.4305055942731562 0.30291011929512029 4.8769348854119734 0.17716495692729953 0.68199843168258678 0.28601711988449102 0.2948101162910462 0.48759149014949804 0.2432506009936333 0.29065339267253881 0.48418529331684118 0.23445418477058413 0.23352111876010898 6.9293617412736932 0.291334018111229 5.0222549969409629 decision_type=2 2 2 2 2 2 2 2 2 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 21 16 -5 7 17 -9 14 -2 -3 -13 -14 -10 -16 -4 -7 -8 -15 -21 22 -1 24 25 26 -24 -23 -25 -27 right_child=2 11 4 5 -6 6 18 8 9 -11 -12 12 13 19 15 -17 -18 -19 -20 20 -22 27 23 28 -26 29 -28 -29 -30 -31 leaf_value=-0.0020331901264894273 0.0020854377767618882 0.025349990070862364 0.0066480721288973881 0.0060237620329772062 0.017690663863080575 -0.018347737020495389 0.0020979855431780517 -0.023178221368295324 0.013854753823419273 -0.0074359167525362042 0.025917935814481687 -0.018715536156673838 0.036351205539154434 -0.058133018503488433 0.0057044760264759785 -0.026791984544972031 0.022653708239282876 0.0019740992355476738 0.042059364120809559 -0.056101566693391017 0.017771900004744573 -0.00012653934653591222 -0.005112210118198463 0.042411211156138266 -0.046353818289069676 -0.011637590448622186 0.035010761526769282 0.024843283423936068 -0.00045730032513590355 0.042868837334356383 leaf_weight=648.33301631080394 270.75551154697314 13.160828089952703 199.69625649842783 89.239690862596035 46.146463892888278 29.722843791823834 126.40843103133375 7.7051127806771538 27.196437824517488 28.741548110032454 5.7199376961216322 4.3728880062117232 4.3618071664823201 0.80923589132726181 13.914090129546823 4.8015200262889257 11.98048801999539 9.1363975109998119 1.8292102031409729 0.75879789702594269 3.9502416581381112 140.25717131550482 187.79442569312232 1.6815169302280981 3.4115605922415844 145.01480120886117 2.941952876513823 6.107268405146896 73.021362918661907 0.98673706129193206 leaf_count=7220 4286 246 2624 966 610 447 1759 143 330 459 61 220 202 3 121 63 119 165 14 5 110 2034 2371 25 62 2178 20 53 1014 7 internal_value=-7.11295e-11 -0.00198536 0.00585488 -0.00227302 0.00936828 0.000849159 -0.00100199 -0.00488452 -0.000786563 0.00152452 0.0025785 0.0142604 0.00402065 0.0140836 0.00713386 -0.00263254 0.00755396 -0.0135698 0.002668 -0.00351736 0.00586819 -0.00314728 -0.00370657 -0.00632173 -0.00782158 -0.0074312 -0.00449335 0.000915363 0.000507644 -0.0112692 internal_weight=2109.96 1575.66 534.299 1548.25 257.823 338.695 249.456 121.218 82.3587 74.6536 276.475 27.4138 14.253 9.88008 45.912 18.7156 211.677 38.8592 128.238 5.51828 4.70904 1209.55 1063.19 414.852 340.149 336.738 190.736 146.364 74.7029 146.002 internal_count=27937 20237 7700 19451 3353 4467 3501 1728 1116 973 4347 786 540 320 514 184 2743 612 1773 118 115 14984 12897 5677 4638 4576 2391 2087 1039 2185 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=0 0 8 5 4 6 4 0 2 6 0 6 7 6 0 5 6 0 0 4 6 7 6 6 0 3 0 0 6 6 split_gain=25.5817 7.89193 7.39853 4.45992 4.35118 4.33137 5.46214 4.88065 4.17341 3.86922 5.86429 5.79004 4.38226 3.72029 4.01841 3.60393 3.42618 5.66188 5.62376 5.03796 5.26434 3.50936 3.40202 4.13283 3.27198 3.2655 4.02742 3.73471 3.48749 3.63277 threshold=0.30130723118782049 0.36328005790710455 0.2678571428571429 4.8769348854119734 6.373306629157784 0.012195987626910211 5.2148444732990438 0.25481888651847845 1.0000000180025095e-35 0.54385313391685497 0.29904408752918249 0.2432506009936333 0.16415186226367953 1.0000000180025095e-35 0.30803693830966955 8.1967509811877814 0.21600706130266192 0.23807799071073535 0.12762274593114856 9.8090814256650631 0.22992808371782306 0.11521006748080255 0.23710254579782489 0.24510721862316134 0.11917395517230035 1.0000000180025095e-35 0.17206241190433505 0.18897863477468493 0.18576741218566897 0.13700570911169055 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 9 -3 8 6 -4 -8 13 11 12 -1 -11 -2 -15 -16 17 18 -7 20 -18 -22 -23 -24 -14 -20 28 -28 29 -27 right_child=1 3 5 -5 -6 16 7 -9 -10 10 -12 -13 24 14 15 -17 19 -19 25 -21 21 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.002168797632134394 -0.0096990917368533578 0.0082501132412628967 -0.015197000494130149 0.02792665907982347 0.0067651114341351461 -0.034253559146317551 0.037990757168773454 0.0098446775019516743 0.041069133163766119 0.029299619753602416 0.046935096675525236 -0.0068122452875425234 0.014453111043771835 0.0089880266058156941 -0.00063596211135951005 0.033424698757893008 0.024406037172746638 -0.010216271547893025 0.026918865257701305 0.019219482316783214 -0.014110990904176742 -0.029855127439343022 0.029241869966744091 0.0012746041498637474 -0.0030496810379330285 0.027160064344338652 -0.025549733260819777 0.0039097692808242263 0.035927201677065326 -0.061241929700854007 leaf_weight=600.85217717687192 30.525818103546044 219.69266439974308 5.6611029745545229 10.880926957353948 145.65945359820034 3.0934752002358428 7.4335131605621454 21.822588233277202 2.2735089545603833 4.7206868342473163 2.6091545838862649 404.304949071593 11.26621075440198 50.799478684202768 250.74616828782018 2.8273655683733514 8.4492551470175368 55.276906818384305 6.6344160044100127 15.890579410828648 14.203403037856331 3.0102118221111587 4.961702272295951 114.39042171643086 65.489671378818457 0.90432242769748217 4.8997942870482829 18.481971870176494 5.2187706623226404 0.77854065597057343 leaf_count=6526 553 2870 120 100 1983 49 96 316 61 94 18 5759 79 675 4181 27 131 721 86 189 237 52 48 1814 877 19 47 171 34 4 internal_value=-5.98751e-11 0.00461264 -0.00238394 0.00917866 0.00243217 0.00186452 0.0117767 0.0169962 0.000560319 -0.00351939 0.00266257 -0.00403653 0.00124482 0.000285319 0.00128666 -0.000256183 0.00051357 -0.00399468 0.00460066 0.00318335 0.00142613 4.37599e-06 0.00164284 0.00243726 -0.000480625 0.00785639 0.00368023 -0.00226365 0.0238173 -0.0137372 internal_weight=2093.76 713.405 1380.35 230.574 482.832 291.111 34.9172 29.2561 337.172 1089.24 84.0857 1005.16 81.4766 334.899 304.373 253.574 256.194 95.2882 40.0113 160.906 145.015 136.566 122.362 119.352 76.7559 36.9178 30.2834 23.3818 6.90163 1.68286 internal_count=27937 10450 17487 2970 7480 4134 532 412 5497 13353 1068 12285 1050 5436 4883 4208 3602 1131 410 2471 2282 2151 1914 1862 956 361 275 218 57 23 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=0 4 8 0 2 7 6 4 0 0 0 0 7 6 6 7 7 6 8 7 8 1 6 0 6 7 5 6 3 0 split_gain=24.9586 7.85979 7.33493 4.48274 3.87068 3.8247 3.68307 4.58156 4.4244 3.60057 4.20689 4.04821 4.33814 3.22684 4.53012 3.063 4.60593 3.30376 3.31516 3.26641 3.5153 3.40851 3.0826 3.06001 3.04712 5.3596 3.02201 3.74102 4.81502 4.60218 threshold=0.30130723118782049 8.1524438557327006 0.2678571428571429 0.35670730471611029 1.0000000180025095e-35 0.14957885444164279 0.012195987626910211 5.0285473307390367 0.25481888651847845 0.37461771070957189 0.42733119428157812 0.36477345228195196 0.051667697727680213 0.63250949978828441 0.2432506009936333 0.13931881636381152 0.073560051620006575 0.072015702724456801 0.46428571428571436 0.08038830012083055 0.58571428571428574 1.0000000180025095e-35 0.046019170433282859 0.33593283593654638 0.0966337025165558 0.17182986438274386 4.3404401347336128 0.65015435218811046 1.0000000180025095e-35 0.11917395517230035 decision_type=2 2 2 2 2 2 2 2 2 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 13 4 -2 9 7 -4 -9 11 -11 -5 -13 14 24 16 -3 18 22 20 23 -21 -17 -18 25 -1 27 29 -29 -15 right_child=1 15 6 5 -6 -7 -8 8 -10 10 -12 12 -14 26 -16 17 19 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0078227946219069991 0.00069956541838911489 0.025250911142458737 -0.014916397157702032 0.0070554463628315165 0.040650043472849701 0.0035775284176242758 0.00064341044820298316 0.035923382580265444 0.0089654772933822815 0.0021570243760876979 0.039067187560342692 -0.023404919091526491 0.034805330182181494 0.048299415020623279 -0.0060967224692848676 -0.053629085818647261 -0.060458659073438573 0.012288938712881278 0.040432454848784972 0.002639625235858519 0.023158931223179705 0.01973494358396714 0.028933750273320451 -0.0076464807738668809 -0.00031960424469152282 0.0015081059938972263 0.029794060686066749 0.0018792852991053194 -0.034406821064700339 0.0053649779709960882 leaf_weight=163.41705729137175 366.39136467898788 10.299189183162524 5.1692886078963047 11.283672344638036 2.1957382573746136 111.14948014926631 254.04754307136318 7.3141955441096824 21.841317339654779 27.189826971967708 3.0955564342439166 1.2468138369731629 15.192273086868225 2.7522727251052848 444.71976759530662 0.71398788318037787 1.9034564304165535 71.814510053256527 7.2409687673207372 61.594568654312752 1.3400363726541398 12.652952791657297 0.94657347444444895 2.0517426868900657 354.24687866393651 83.818931072157284 4.0216561052366151 13.240361442323776 4.3800044041126958 12.238394942134617 leaf_count=1850 5820 236 117 211 60 1529 3602 98 317 504 52 14 185 9 6365 9 14 703 121 720 52 172 19 29 3691 985 81 172 58 142 internal_value=-1.24861e-10 0.00457292 -0.00236216 0.00279314 0.000937557 0.00683638 0.00188963 0.0111133 0.0157284 0.0130807 0.00592972 0.0208926 0.0303904 -0.00349446 -0.00380091 0.0101843 0.00637364 0.0144258 0.0316651 0.00392942 -0.0188349 0.00555294 -0.00656561 -0.0330626 -0.00210345 -0.0046594 0.00525743 0.00223152 -0.00714058 0.0132477 internal_weight=2079.51 708.303 1371.21 537.745 368.587 169.158 288.372 34.3248 29.1555 58.0081 30.2854 27.7228 16.4391 1082.84 1046.2 170.558 89.8419 80.716 8.90153 79.5428 5.29524 74.2475 1.66056 3.9552 601.483 247.236 36.6327 32.611 17.6204 14.9907 internal_count=27937 10450 17487 8375 5880 2495 4134 532 415 966 556 410 199 13353 12891 2075 1223 852 149 987 95 892 28 43 6526 2835 462 381 230 151 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=0 4 8 6 6 0 4 0 0 7 6 0 7 2 0 6 4 0 4 0 4 6 6 1 0 8 7 8 0 4 split_gain=24.4539 7.84669 6.86622 4.15218 5.42537 4.26151 4.00705 3.86762 4.08914 4.1386 3.84532 3.76921 4.09769 3.7517 3.62145 3.56349 3.96688 3.97769 3.49151 4.1746 5.30551 8.02609 3.47641 3.07747 7.71324 3.04942 3.03943 2.98592 2.85681 3.59503 threshold=0.30130723118782049 6.2949371881501976 0.2678571428571429 0.54385313391685497 0.2432506009936333 0.29904408752918249 4.522066880234946 0.35670730471611029 0.37461771070957189 0.14878547191619876 0.53924754261970531 0.3762121200561524 0.069068975746631636 1.0000000180025095e-35 0.30803693830966955 0.012195987626910211 5.0285473307390367 0.25481888651847845 13.79964720594911 0.38338243961334234 14.521964308939257 0.35339796543121343 0.48112682998180395 1.0000000180025095e-35 0.27440419793128973 0.77500000000000013 0.15400618314743045 0.63333333333333341 0.24542410671710971 8.678270961055194 decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 -5 13 9 -9 22 25 -13 14 27 16 -4 -18 -14 -20 -21 -22 26 28 -25 -3 -11 -2 -6 -30 right_child=1 11 15 5 23 -7 -8 8 -10 10 -12 12 18 -15 -16 -17 17 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0021879815555025583 0.005752101755144806 0.0051169202694547507 -0.014167396566321683 0.00077235550456300993 -0.0053608201885724186 0.041589422583160209 0.045965321936679217 0.022554310162779583 0.0013584333048855691 -0.026650114710633544 0.018336490742977624 0.040474357454417562 0.016360812183298545 0.04018787634536336 -0.0016560683286830336 0.00054098536394838479 0.034665831030320657 0.0088123911118244084 0.041443681102532728 -0.021524626209658736 -0.010470328378178949 0.029412157204674133 -0.020734412845303786 -0.0063572987536460162 0.029390020110112623 0.021988770709757695 0.0099090619393625064 0.049726373965141131 -0.011312944809616456 0.034577524866447953 leaf_weight=595.62444604931807 52.773040007741656 171.56567532359622 4.889448618865571 79.459156660203007 223.93371062634105 2.4939515525475136 1.805864980095065 21.604726150631905 69.496996635803953 2.3353200657293263 14.839463260024784 4.828326988965272 56.319267981685698 2.0937585674691936 246.08195852969948 253.08726492364076 7.0475113112479475 22.31433744210517 2.3752506654709604 7.4134236718527999 9.506185394246133 8.6952311787754279 6.0533308936282983 21.328552626073364 7.2889041351154438 10.215345932636408 16.556874026078731 1.4272910065774329 139.75583674991503 1.5534627139568318 leaf_count=6526 717 2242 117 1026 3134 18 24 318 1067 35 172 75 753 60 4198 3602 98 317 25 91 81 62 91 314 103 189 246 28 2199 9 internal_value=-5.11298e-11 0.00453817 -0.00234877 -0.00345149 -0.00399439 0.00296207 0.00177663 0.00203398 0.00634216 0.0119841 0.00624401 0.00854295 0.0135962 0.000169144 -0.000109892 0.00177002 0.0108516 0.0150178 0.0120569 0.00339694 -0.000131117 0.00858244 -0.000949498 -0.00672618 0.00274759 0.00606505 0.00538987 0.0069101 -0.00746846 -0.0108085 internal_weight=2064.76 704.181 1360.58 1073.24 989.485 83.759 81.265 433.263 130.887 61.3897 39.785 270.919 89.1377 302.376 300.282 287.339 34.2513 29.3618 84.3094 27.9901 25.6148 18.2014 24.9455 393.86 28.6175 181.781 18.8922 54.2003 365.243 141.309 internal_count=27937 10450 17487 13353 12285 1068 1050 6932 1929 862 544 3518 1087 5003 4943 4134 532 415 1012 259 234 143 372 5759 417 2431 281 745 5342 2208 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=0 8 4 1 1 6 6 0 0 6 0 0 7 4 4 4 4 6 4 7 0 5 6 7 7 5 4 4 4 4 split_gain=23.6504 9.52422 6.42258 4.74369 4.24882 3.83603 4.05233 3.83217 3.4206 6.26423 4.45243 4.37083 6.8382 3.84794 5.12778 4.14312 4.36449 4.571 4.06814 4.01353 3.48828 3.22825 3.13066 3.08201 4.0831 3.04066 2.98773 4.94322 4.28018 7.63999 threshold=0.32026907801628118 0.73214285714285732 5.9621408378292449 1.0000000180025095e-35 1.0000000180025095e-35 0.54385313391685497 0.2432506009936333 0.20976476371288302 0.27914373576641088 0.24148909002542499 0.27989883720874792 0.26542399823665624 0.28187274932861334 7.5348514732503933 8.2200109890052264 5.6270368786373597 3.0531061291837633 -0.011273360811173914 10.831610529717873 0.18831185996532443 0.30878405272960668 6.9240744798897653 0.26703691482543951 0.24570301920175555 0.13898988068103793 4.4551287731508555 6.4339813068198888 8.5101283343422462 4.750962284912787 4.659615602645597 decision_type=2 2 2 2 2 2 2 2 2 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 5 25 6 8 22 9 11 -10 26 -13 15 20 16 17 -12 -16 -17 -15 -2 -3 24 -18 -4 28 -28 29 -1 right_child=2 7 4 -5 -6 -7 -8 -9 10 -11 13 12 -14 14 18 19 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0026469652295020097 0.0018082291473187529 0.039510211485280909 0.0062091244318607667 0.0024351214759000383 0.017299296203188725 0.0023402306875303777 -0.0053663014693172131 0.021990536633018167 0.033975718825352504 0.036468546076453626 -0.035991705731856588 -0.012237016042007037 0.046877523739759272 0.049232933488373057 -0.01055155538298571 -0.014017476011915069 0.0024550207987372088 0.00077311291882540352 0.021525140292238992 0.0081864290528558224 -0.010410360491294072 0.024490814133941073 -0.01671246602355057 -0.034251425748004626 0.028249448415155469 0.021412002085418835 0.014484500959297066 -0.010361672083241149 -0.015299022360879475 0.034838248333792426 leaf_weight=408.68454119084345 264.90068885084474 1.1060949922539318 195.12535350360849 175.38487833365798 45.001748591545038 118.29525710437156 506.00321579577576 20.671276445122203 3.8224166911095372 3.5964462286792687 3.1795166931115082 62.738420883193612 1.8120133937336493 4.5618944121524718 7.859637205488978 30.522980872308835 10.136576883494859 71.205738402204588 6.5023833527229726 9.6409353939816338 1.0942155653610823 5.7700897483155122 4.5914665067393798 1.1311827488243569 12.135053643723948 12.605083995964376 22.308854668866843 10.645599383860825 23.73184400628088 4.9527573250234118 leaf_count=4113 4286 31 2614 2620 610 1632 7293 533 49 56 31 798 18 41 127 406 182 925 121 155 15 61 222 11 134 129 223 139 309 53 internal_value=5.03878e-12 -0.00188708 0.00550297 -0.00220129 0.0089421 -0.00281519 -0.00332077 0.0159863 -0.00184269 -0.00299201 0.00198241 -0.00325734 -0.0105776 0.00120827 0.0134996 -0.000575323 0.00275661 -0.000798359 0.00397112 -0.00868766 0.0376945 0.00229177 -0.00579769 0.014056 0.0165095 0.00713164 -0.00225265 0.0064582 -0.00290899 -0.00219813 internal_weight=2049.72 1526.32 523.403 1499.95 252.732 1324.56 1206.27 26.3688 700.263 538.47 161.793 534.874 64.5504 157.97 20.0181 137.952 97.7881 74.3853 14.362 40.1639 5.65611 270.671 5.69756 23.4028 22.2716 207.73 470.324 32.9545 437.369 413.637 internal_count=27937 20237 7700 19451 3353 16831 15199 786 7906 5709 2197 5653 816 2148 304 1844 1283 956 248 561 56 4347 253 327 316 2743 4837 362 4475 4166 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=0 8 6 1 6 7 8 4 1 0 4 0 7 6 0 0 0 0 0 7 0 6 0 0 8 6 6 8 4 7 split_gain=23.7801 12.6571 4.73228 4.52647 4.80055 4.29139 4.00073 4.32734 3.86039 3.5982 4.38498 3.14917 3.24544 3.46183 3.24596 2.95139 4.34181 2.86692 5.16729 4.13161 2.96922 2.89224 2.81113 5.91208 4.03486 3.84979 4.48816 6.48341 2.8437 2.83082 threshold=0.35670730471611029 0.2678571428571429 0.54385313391685497 1.0000000180025095e-35 0.2432506009936333 0.16872332990169528 0.73214285714285732 23.854253910915254 1.0000000180025095e-35 0.1456677243113518 2.5289968048817539 0.33509652316570288 0.14134432375431064 0.74705415964126598 0.31568284332752233 0.27440419793128973 0.27679023146629339 0.3021028488874436 0.30645774304866796 0.066402930766344084 0.24542410671710971 0.24705984443426135 0.32992149889469152 0.33429037034511572 0.35416666666666669 0.042475296184420593 0.3392148911952973 0.63333333333333341 5.6369180942768997 0.10147566720843317 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 22 -8 -2 -5 -11 12 14 -14 -4 -12 -17 20 -19 -20 21 -6 -3 24 -24 -25 27 -27 -28 -30 right_child=8 6 5 9 17 -7 7 -9 -10 10 15 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 23 25 -26 26 28 -29 29 -31 leaf_value=-0.0021557852211038335 0.0069593559562022983 0.00103775740310285 0.019222953915378649 -0.015482417366976975 -0.034136359655074493 0.00010382077799353874 0.014077168145292734 -0.060067022230333451 0.016933168060672656 0.0099964110775211199 -0.010839872579669082 -0.015625272815067551 0.032729904859182264 -0.013184898964438479 -0.021269082387871931 0.048114839981313766 0.0005637796840633661 0.012935344978495212 0.034299831057142467 -0.0058537977575074483 -0.010909520289145044 -0.0048985693425938632 0.041610359410427185 0.021065621304502687 0.011954971441802336 -0.015497867001361323 0.020304490882897919 0.022359761540570313 0.050073733585273658 -0.0030558257866574691 leaf_weight=614.99448585719074 210.96831656666473 364.63960862671956 4.252704121405265 8.9066119175404292 3.0883985110558561 94.61696830324945 35.102477599641134 0.7230424452573051 41.855435568606481 54.026704257936217 20.990891494206153 2.778998802881687 11.913042795669751 1.6872017364948977 3.0665271426551044 1.9435855718329573 15.594618597184306 17.658834846224636 2.3681874498724929 88.226106914808042 139.14992771152174 216.7230894924578 6.3317582386080202 8.9517429716652241 11.870121708139775 22.525049351388592 11.010731953079814 4.969599603675305 0.96341339754871924 14.292117764940484 leaf_count=6989 2903 4994 96 114 46 1267 977 3 617 917 279 59 115 19 48 8 390 167 63 1358 2235 3088 76 157 149 347 151 53 23 229 internal_value=1.6293e-11 -0.0012207 -0.00275746 -0.00332928 -0.00389733 0.00296322 0.00293579 0.0125808 0.00861054 0.00272954 0.00448207 0.0143795 0.0183654 0.0270339 0.00225807 -0.00325031 0.00583339 -0.00618972 -0.00191039 -0.00480416 -0.00748024 -0.00530937 0.00216027 0.00721887 0.022271 0.00285011 -0.000182965 -0.00865518 0.00868547 0.000299399 internal_weight=2036.19 1783.37 1301.99 1183.67 1082.21 118.315 481.38 35.8255 252.824 101.462 92.5558 23.6985 20.9195 13.6002 7.31923 38.5291 17.5382 467.215 108.253 90.5943 358.961 219.811 445.554 80.9145 18.2019 62.7127 53.7609 27.4946 26.2663 15.2555 internal_count=27937 24417 17258 15654 13946 1604 7159 980 3520 1708 1594 337 278 134 144 677 398 6957 1588 1421 5369 3134 6179 1185 225 960 803 400 403 252 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=0 4 8 6 1 4 6 7 6 6 8 4 6 5 6 7 6 7 8 6 6 0 6 6 4 6 0 4 6 8 split_gain=23.2969 9.74768 5.35294 5.32671 5.0726 4.21888 4.1861 6.56531 4.54455 3.85854 3.64197 3.40423 3.29557 3.20887 2.89828 2.72238 4.27916 6.08755 3.61739 2.75079 5.4945 5.39395 3.49371 2.98886 2.78558 2.69548 2.71043 2.63756 2.55514 2.52519 threshold=0.33261813223361975 6.2599681625794785 0.73214285714285732 0.62120735645294201 1.0000000180025095e-35 8.1524438557327006 0.48590882122516638 0.23544743657112124 0.4334400892257691 0.072015702724456801 0.18333333333333338 7.3396382272272538 -1.0000000180025095e-35 4.4551287731508555 0.052540006116032607 0.10529709979891778 0.052540006116032607 0.069068975746631636 0.46428571428571436 0.50262513756752025 0.47340346872806555 0.3762121200561524 0.43689101934432989 0.69375240802764904 16.344574952512765 0.2432506009936333 0.32911738753318792 17.327100982140248 0.15832874178886416 0.73214285714285732 decision_type=2 2 2 2 2 2 2 2 2 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 25 12 8 -8 10 -6 -3 -10 -2 15 -4 16 18 -18 -7 20 22 -22 24 -21 29 26 -1 -23 -28 -17 right_child=5 2 14 -5 9 13 7 -9 11 -11 -12 -13 -14 -15 -16 19 17 -19 -20 23 21 27 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0022280903865310206 0.038173255337764347 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4.1332262363284826 16.67936820816249 2.0602290420792988 1.4969839411787691 3.4561508744955054 1.7676356583833683 12.028780039399861 510.90409389772685 5.3109499400015912 1.6796973571181295 1.407022228464484 7.7005631518550208 leaf_count=6989 38 25 145 1172 395 12 322 36 95 1914 2529 114 4553 64 283 544 76 235 55 169 15 22 13 12 97 7755 72 6 41 139 internal_value=3.44118e-11 -0.00161092 0.00372126 -0.00262829 -0.00306501 0.00643742 0.00242461 0.0118484 0.000742228 0.00205597 0.00199313 -0.015474 0.00446117 0.011185 0.0180602 0.0100993 0.0017333 -0.00392622 0.0271707 0.0126811 0.00990249 -0.0196238 0.0123568 0.0229595 0.0106548 -0.00375692 -0.00243429 0.0048955 -0.021387 0.0139195 internal_weight=2021.87 1617.18 259.117 1358.07 1288.45 404.689 237.629 35.9964 201.633 153.366 187.193 14.4398 285.744 118.945 21.4883 113.437 26.7515 21.8828 4.86865 86.686 68.239 5.23691 63.0021 18.447 59.5459 1135.09 624.185 3.17668 6.71797 47.5171 internal_count=27937 21887 3549 18338 17166 6050 3121 358 2763 2309 2554 209 4591 1459 428 1395 378 311 67 1017 836 43 793 181 780 14857 7102 28 113 683 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=0 8 8 0 6 4 6 6 1 0 7 0 6 7 0 7 7 0 7 0 7 7 0 0 8 0 6 4 6 7 split_gain=23.0636 8.85146 4.86562 4.70729 3.72031 7.13653 4.95615 5.93921 3.57467 7.04158 3.57369 3.27436 2.92363 6.10003 5.68957 4.00935 7.1053 5.36773 4.46944 3.66516 5.4318 3.26973 4.05015 2.82134 2.70579 2.7787 2.6803 7.24399 4.31416 8.1587 threshold=0.33261813223361975 0.2678571428571429 0.73214285714285732 0.40932813286781317 0.54385313391685497 4.522066880234946 0.25151149928569799 0.25355765223503118 1.0000000180025095e-35 0.27440419793128973 0.079202610999345793 0.33347861468791967 0.0966337025165558 0.19918300211429599 0.25416126847267156 0.28124247491359716 0.2631687074899674 0.1478260010480881 0.28913591802120214 0.28995701670646673 0.21152842789888385 0.16098802536726001 0.30443450808525091 0.1456677243113518 0.22500000000000003 0.13165166229009631 0.18327824026346209 6.3165739352105614 0.19270981848239901 0.091347284615039839 decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -6 12 -8 -9 23 -5 -2 13 -1 15 16 24 -17 -19 -16 -21 22 26 -10 25 -15 -14 28 29 -28 right_child=3 2 -4 10 5 -7 7 8 9 -11 -12 -13 21 14 19 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0069764387252533233 0.023846990983361502 0.0013316738896000842 0.014040909732707484 0.042585860832943308 0.0002391004227290125 0.029617193587450071 -0.043238494034243923 -0.0063149259106096084 -0.02778831262330252 0.024086994861683895 0.012408663147858594 0.0046479515295012796 0.002988135306338274 0.02019997387419406 0.032486655229416746 -0.058820888898099236 0.048708207684016666 -0.037893831308635273 0.003692126382506425 0.048305533247096709 -0.015712009558776475 -0.003844632175754664 0.013075188434360016 -0.00011344398786137619 -0.049893100021773565 -0.0019126252693643082 0.0079291223128719977 0.033135373215643228 -0.0026538946787666062 -0.039950439576687535 leaf_weight=195.10106177220587 8.1880358089692873 370.669319638866 29.250150543681229 3.7841871017590156 100.04052984416194 8.0399554772302491 3.8019751366227856 400.30742610938614 4.3289683168986874 10.588673019316046 52.964173292857595 338.84448756632628 149.81805453740526 6.0347377727739504 8.6144105458079121 2.1239057369530192 2.9209027150645843 3.1422185163319218 8.9538935466844105 1.6460799062624563 4.3323991906363517 141.18199779568386 25.934069842100143 14.158761008642612 0.94551528687588771 33.540293865138665 5.2504006400704375 4.5461489115841678 66.293799296719953 8.2141350018791837 leaf_count=2394 110 5124 867 51 1323 75 61 6095 58 218 609 5280 1579 95 124 24 53 51 135 11 76 1554 424 217 12 301 62 36 857 61 internal_value=-1.35276e-11 -0.00160802 0.00226123 0.0064108 -0.002887 0.0024245 -0.00340804 -0.00590775 -0.00557721 0.00457926 0.014421 0.00510094 -0.00178846 -0.00421875 0.00322755 -0.00100748 0.0035185 -0.0148341 -0.0071107 0.0199616 0.00191421 -0.000169099 0.00182631 -0.00659361 0.000261024 0.00145929 0.000580256 -0.0036988 -0.00579832 -0.0212801 internal_weight=2013.56 1609.78 399.919 403.781 1209.86 108.08 1101.78 433.186 429.384 29.0764 56.7484 347.033 668.594 267.355 72.2544 57.6615 43.4414 14.22 12.0961 14.5929 5.97848 401.239 260.057 18.4877 40.5205 39.575 234.123 84.3045 79.7583 13.4645 internal_count=27937 21887 5991 6050 15896 1398 14498 6649 6588 493 660 5390 7849 3276 882 671 461 210 186 211 87 4573 3019 275 408 396 2595 1016 980 123 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=0 8 6 7 8 6 6 6 7 5 0 7 0 1 0 6 7 0 0 6 3 6 7 0 0 6 7 0 6 4 split_gain=22.453 11.8796 4.75613 4.96836 4.19031 3.87774 5.41546 4.1616 5.52262 3.72603 3.65994 3.91764 4.35777 3.55426 7.45228 3.82073 3.34981 3.02681 2.88375 3.69447 4.17313 2.96912 4.09174 4.66218 5.21039 2.86637 3.28625 3.1208 3.47798 2.8528 threshold=0.36328005790710455 0.2678571428571429 0.54385313391685497 0.16872332990169528 0.73214285714285732 0.25151149928569799 0.25355765223503118 0.0966337025165558 0.19918300211429599 4.8769348854119734 0.25267314910888677 0.21152842789888385 0.291334018111229 1.0000000180025095e-35 0.27440419793128973 0.27179265022277838 0.16098802536726001 0.36204144358634954 0.11917395517230035 0.64462941884994518 1.0000000180025095e-35 0.55165287852287304 0.19701591134071353 0.29904408752918249 0.13542611896991733 0.13069976866245273 0.16468134522438052 0.38173092901706701 1.0000000180025095e-35 23.854253910915254 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 -7 8 -1 25 -10 -12 -13 -8 -15 -16 -9 -3 19 -5 -21 22 -20 24 -24 27 -27 28 -2 -6 right_child=9 4 3 18 29 6 13 16 10 -11 11 12 -14 14 15 -17 -18 -19 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0072423273884908226 0.013199766720398324 0.0022701930901975419 0.015344657623279011 0.027607612469869612 0.013777862817926097 -0.043441330675972702 -0.0057514503113655774 0.0020888820226253146 -0.0010403845453011292 0.026459617173682216 0.043954609977091462 0.02264296291941573 -0.014581797576725423 -0.008566776176121468 -0.035645185983498882 0.024424659662331732 -0.0035346950085599202 -0.029363523880057182 0.04854264382263853 0.015995075684805616 -0.049186016778241214 -0.0034048651378952581 0.057192429137267159 0.048292595063997891 -0.032504998590614051 0.010574302243700092 0.0022620758992677467 0.0081732955395298588 0.040590140717325085 -0.05559405263997428 leaf_weight=199.51759890769608 9.5830825252924132 449.02528297895333 23.589308067399543 6.9859051853418332 35.334995363868074 3.3290510686347252 440.05734844169638 268.59320773300715 55.77702404147567 10.481293230317531 3.4001774033531538 6.8988514192824351 4.7994108413113281 17.775085168308578 1.0238984487950791 13.75503485201625 147.78496277448721 2.7388501325622192 2.4052613880485287 2.2677145823836327 1.4488018043339255 81.532410395331681 0.71646622288972173 1.3928010708186773 3.1251686440664344 86.166315316222608 85.066163490759209 23.046080870786682 7.3895254195667794 0.54169307090341945 leaf_count=2585 106 6353 357 42 1011 61 6765 3259 661 100 40 107 99 275 50 311 1684 39 21 27 10 1145 15 10 37 1251 1043 381 89 3 internal_value=4.54669e-11 -0.00112509 -0.0026368 0.00296161 0.0028621 -0.00323127 -0.00531242 -0.001789 -0.00468696 0.00900051 0.00250651 0.0156096 0.00737087 -0.00504384 0.0045214 0.020263 9.29077e-05 0.00207841 3.68597e-05 0.0147514 -0.00941433 -0.00172918 0.0161541 0.00127135 -0.0157764 0.00813427 0.00644489 0.0153628 0.025125 0.0127304 internal_weight=1995.55 1773.82 1286.18 123.464 487.641 1162.71 475.94 686.771 270.393 221.732 70.8755 15.0984 11.6983 472.611 32.554 14.7789 416.378 451.764 99.8745 10.7024 3.71652 89.1721 7.6397 5.23444 3.84163 211.251 171.232 40.0187 16.9726 35.8767 internal_count=27937 24967 17561 1664 7406 15897 7462 8435 3492 2970 907 246 206 7401 636 361 4943 6392 1307 79 37 1228 83 62 52 2870 2294 576 195 1014 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=0 4 8 1 6 1 8 6 4 7 0 7 4 4 4 0 6 6 6 6 6 6 0 7 0 0 6 3 2 7 split_gain=21.9995 11.103 5.63987 4.95885 3.74723 3.59774 3.42964 3.0184 2.97887 2.6904 2.65085 2.60421 2.7221 2.71484 2.49035 2.41587 2.36512 2.48335 2.19983 3.4946 3.15281 3.0973 5.49457 2.96477 2.17018 4.38705 3.62383 4.26619 2.65773 2.44232 threshold=0.35670730471611029 6.2511224493728674 0.81666666666666676 1.0000000180025095e-35 0.62120735645294201 1.0000000180025095e-35 0.18333333333333338 0.072015702724456801 18.230563520264287 0.24570301920175555 0.43724593520164495 0.17849697172641757 17.123868445595125 15.235665649406506 10.63287365498606 0.38552445173263555 0.17599163949489596 0.27666400372982031 0.47340346872806555 0.5462741255760194 0.60292211174964916 0.67182275652885448 0.22705212235450747 0.24570301920175555 0.2200538516044617 0.22607677429914477 0.64462941884994518 1.0000000180025095e-35 1.0000000180025095e-35 0.28187274932861334 decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -3 -5 -8 10 11 12 13 -2 15 -7 -4 -18 -9 23 -21 -22 -23 -20 26 -26 -6 -28 -29 -27 right_child=5 2 16 7 24 14 8 18 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 22 -24 -25 25 29 27 28 -30 -31 leaf_value=-0.0034059918494861001 0.0082657530375452731 -0.031001254969058648 0.03394468850722384 -0.0090927281006008935 0.0090095231716508691 0.019584512050129892 0.0027648434322403198 0.0028893552474130936 0.024541183524181113 0.046357316918728651 0.017420368234502933 0.0011349578804068308 0.028418269054733939 -0.014908676621305527 0.032321643435231168 0.0031743781505535031 -0.023814510120016803 0.017521931141198783 0.051240769458998005 -0.01724657961906597 0.055739183680142496 0.034821256261897866 -0.057341143466387551 -0.029303038448658537 0.056927119039596817 0.0037612044228367003 -0.00041058512541666256 -0.034294932099834842 0.057255972608085182 0.029162327306151294 leaf_weight=1172.2167863993382 101.20432070863899 2.6652311505749813 7.0016784855106406 17.984907534671947 15.338068403769283 20.169957294594496 296.91476960701402 137.76046866743127 5.7633281107991925 1.5313349114730943 18.074142610654235 76.668342595454305 5.749855523928999 4.7636910085566333 7.3224608711898318 13.463554040761663 1.5380787773756299 8.7448582127690297 3.1789767378941165 3.2335324442829005 1.5542877300176767 1.6329480186104777 0.90477444417774666 0.47243517450988282 1.609509989619254 33.537154388905037 12.789865591563286 6.282353540416806 0.29896363802254189 3.7919343039393416 leaf_count=16003 1585 31 161 434 126 337 4005 2067 48 29 204 968 52 65 85 195 30 207 77 55 47 27 2 6 23 631 131 233 7 66 internal_value=-3.12635e-12 -0.00119651 0.00382485 -0.00234337 -0.00299359 0.00833992 0.00288114 0.00251559 0.00317949 0.00673956 0.00644571 0.00539278 0.00831479 0.00722397 0.0164672 0.0130155 0.0204961 0.011339 0.00391923 0.0168441 0.00489354 0.0223888 0.00196259 0.0408197 0.00357035 0.00843242 -0.00188417 -0.0105098 -0.0301361 0.00634148 internal_weight=1984.16 1735.21 322.628 1412.59 1245.86 248.948 305.343 166.722 302.678 207.992 206.46 188.386 111.718 105.968 40.956 33.6335 17.2846 10.2829 148.737 10.977 7.32554 4.09201 2.53772 3.65141 73.6478 38.9386 34.7093 19.3712 6.58132 37.3291 internal_count=27937 24417 4482 19935 17220 3520 4084 2715 4053 2903 2874 2670 1702 1650 617 532 398 237 2281 214 131 76 29 83 1217 720 497 371 240 697 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=0 8 8 1 1 0 0 8 6 6 7 6 2 0 6 7 7 6 6 7 7 0 0 0 6 4 0 0 7 7 split_gain=20.5822 10.5845 4.09365 3.73972 3.52338 3.36941 3.69694 2.99806 2.9192 4.07542 3.84875 3.74653 2.63157 2.62024 2.8991 7.9639 2.60835 2.57879 2.56733 5.37596 2.98376 2.71975 2.68874 4.51514 2.51837 2.51164 3.10961 2.60938 2.44765 3.94128 threshold=0.35670730471611029 0.2678571428571429 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 0.3216207623481751 0.32992149889469152 0.22500000000000003 0.54385313391685497 0.25151149928569799 0.16872332990169528 0.25355765223503118 1.0000000180025095e-35 0.11917395517230035 0.57796794176101696 0.22495321184396747 0.24570301920175555 0.12275208905339242 0.0966337025165558 0.17182986438274386 0.3209484219551087 0.16634598374366763 0.31192713975906378 0.30645774304866796 0.77015903592109691 11.385096658544564 0.28307606279850012 0.30063301324844366 0.26479019224643713 0.2631687074899674 decision_type=2 2 2 2 2 2 2 2 2 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 8 16 7 -7 -5 9 18 -10 -11 24 14 -12 -16 -2 -9 19 -1 22 -22 23 -21 25 28 -27 -28 29 -3 right_child=4 2 -4 5 -6 6 -8 17 10 11 13 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0077733126215255794 0.0062302473419269281 0.00080003064168484683 0.012728146820268101 0.0042195497460114405 0.016232963917480574 0.041635829276013593 0.0050233900367060704 -0.025124386023353724 0.013509779718372314 -0.042151711142681444 0.039053307240700781 -0.0055796183804139397 0.022545861901904538 -0.0028520050919224422 -0.042471996320017823 0.023365244687312037 0.045553830987520826 -0.0021955623970049236 -0.00042529921932574395 0.0029873425679248951 -0.055229648692896337 -0.0069589178780900748 -0.022595349485395731 0.046253974037217045 0.048426279781592238 -0.0056970704817156772 0.036182637609751704 0.010443230208537668 0.028801383940541145 -0.06486556520486686 leaf_weight=153.31334648025222 205.42726832069457 393.49839290531236 33.85477601698949 67.594083431933541 40.138244878617115 4.0213321389164758 6.4849303356604651 6.088210733607414 19.803310805466026 2.5357887920690692 2.81636083871126 432.1312168030272 5.4863679099362335 82.842131585886818 2.3638134337961674 5.5034744888544083 1.5294072430115182 16.059704451356083 370.03704489574011 74.052761126047699 1.449092399328946 3.8193663082784042 3.5108337491983539 2.236293221358209 1.0328303780406702 8.9342811361420882 4.3063994310796287 20.041456092847511 2.8019588529132298 0.82435297966003318 leaf_count=1894 2874 5516 980 1126 617 67 207 112 315 55 11 6660 139 1165 22 43 29 244 4271 905 19 42 84 16 18 120 58 268 58 2 internal_value=9.42477e-12 -0.00115841 0.00267826 -0.00259574 0.00809849 0.00296266 0.019037 0.00108081 -0.00307759 -0.00357442 0.00149524 -0.00579298 0.00189956 -0.00104874 0.012934 0.00358372 0.00652085 -0.00849844 -0.00198944 -0.00441743 0.00163067 -0.0202358 0.00307431 0.00425564 0.00163701 0.00152473 0.00944096 0.0149958 0.000861289 0.000662753 internal_weight=1974.54 1727.44 470.781 1256.66 247.095 100.248 10.5063 89.742 1156.41 1043.09 113.329 434.667 436.926 93.5258 10.6836 7.86729 206.957 22.1479 608.419 238.382 85.0683 5.26846 79.7999 76.2891 431.44 430.407 33.2821 24.3479 397.125 394.323 internal_count=27937 24417 7159 17258 3520 1756 274 1482 15502 13946 1556 6715 6179 1241 76 65 2903 356 7231 2960 1066 61 1005 921 6040 6022 446 326 5576 5518 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=0 4 7 7 6 7 8 6 6 1 4 4 6 6 7 7 5 7 4 4 4 7 4 8 6 7 0 4 5 0 split_gain=20.6442 8.93703 6.59711 5.25132 5.34713 4.9003 5.48642 5.46719 4.5614 4.49107 4.06542 4.02034 4.8628 6.82786 4.3162 4.73841 4.01054 3.75808 3.57023 3.2849 4.16765 3.43272 3.17113 3.67259 4.75575 3.42639 3.08474 3.79797 2.92014 2.7778 threshold=0.33261813223361975 5.8397386857376938 0.17751230299472812 0.16872332990169528 0.54385313391685497 0.20725323259830478 0.46428571428571436 0.27044087648391729 0.4296118170022965 1.0000000180025095e-35 8.6044523231035033 7.5483082410249738 0.21600706130266192 0.14847300201654437 0.085709288716316237 0.075659349560737624 3.9455986189992687 0.10251806676387788 6.4694896306892913 8.3580325100788766 8.2200109890052264 0.1759801581501961 8.3376357966696197 0.53571428571428581 0.36615896224975591 0.066402930766344084 0.29826995730400091 6.1618492545347889 6.9240744798897653 0.26385782659053808 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 8 26 7 -7 11 28 19 16 13 14 15 -13 -3 -16 -10 20 -2 -21 -14 24 25 -24 27 -4 -1 -6 right_child=10 2 5 -5 29 6 -8 -9 18 -11 -12 12 22 -15 17 -17 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034156698780707837 0.0043557355764928078 -0.0017168115474524097 0.051578338826487283 -0.022347032883081978 -0.028629962904400362 0.0099402275251251927 0.010438720056242062 -0.029789216132167513 0.015760964556927614 0.0023428642040359006 0.01161259585376327 0.0038924482634734455 0.033698012980640603 -0.018951134170139439 0.034547874462976733 -0.044749811017352766 -0.04579360158955656 0.0069643608427246116 -0.018160973431442545 -0.0016916384153939118 0.025855901242862925 -0.043846122519175509 0.0394190580621799 0.025516998023182306 0.02286206320700716 -0.012770232019622135 0.028514504902314258 0.0072448487978971328 0.01310835864989506 0.024568993323343266 leaf_weight=1119.4325973107116 286.57041129050776 87.779607760719955 1.9045275337994123 8.762827434577046 0.95724554546177287 5.4098566259490308 30.786992181230744 7.3561616600491107 3.3021975029259947 144.53692211944144 92.852711990941316 5.4897927686106396 6.5118215328548095 12.425085494294761 5.6559099168516722 2.6833817809820175 1.8980863392353047 20.770112252561375 18.08777777326759 5.911364980041979 8.3507429677993041 2.4629408083856106 1.2543707361910552 9.924193927086888 7.1237758002243927 11.622871655505149 15.699645176529883 20.025024206377566 9.7087657201918756 11.4445508653298 leaf_count=15242 4628 1229 9 117 16 61 636 121 41 2291 1278 98 85 182 80 39 52 293 262 64 64 16 57 143 71 166 159 227 121 89 internal_value=-1.13166e-11 -0.00154367 0.00314375 0.000400143 0.00136341 0.0104333 0.00358225 -0.0129531 0.000145769 -0.00263624 0.00611996 0.00176045 0.0064991 0.000124801 0.00697525 -0.0120776 -0.00264973 0.012868 -0.0129241 0.00443841 0.00496452 -0.0140896 0.0147255 0.0105971 0.00319402 -0.00768648 0.0183628 0.0110951 -0.00327359 0.0204628 internal_weight=1966.7 1570.55 296.876 215.694 206.931 81.1822 43.553 12.766 194.529 1273.68 396.148 173.139 83.4613 47.0243 34.5992 8.17317 89.6777 26.426 21.39 303.295 294.921 8.37431 36.437 29.9252 20.001 12.8772 37.6292 21.9296 1129.14 12.4018 internal_count=27937 21887 4233 3020 2903 1213 818 182 2798 17654 6050 2495 1214 692 510 137 1281 373 303 4772 4692 80 522 437 294 223 395 236 15363 105 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=0 4 7 6 6 7 1 7 1 4 4 6 0 6 7 0 0 8 6 0 0 2 3 6 0 6 7 4 8 6 split_gain=19.8678 8.07505 4.64162 4.09048 3.9824 3.98448 3.8013 3.77051 3.63651 3.32513 3.31025 3.17744 5.81046 3.1514 3.06355 2.86122 3.44205 3.01493 2.77086 2.71444 3.82413 2.66099 4.10139 5.02579 2.50689 3.25662 3.09195 2.47219 2.46474 2.35665 threshold=0.33261813223361975 6.2599681625794785 0.17751230299472812 0.62120735645294201 0.56374073028564464 0.14393516629934314 1.0000000180025095e-35 0.19046599417924884 1.0000000180025095e-35 8.4075153981341071 17.123868445595125 0.32188710570335394 0.39818213880062109 0.26109755039215093 0.16252005100250247 0.40932813286781317 0.33429037034511572 0.46428571428571436 0.51203331351280224 0.38552445173263555 0.35670730471611029 1.0000000180025095e-35 1.0000000180025095e-35 0.3802133202552796 0.16054411977529529 0.58758777379989635 0.22680334001779559 16.890497180503655 0.73214285714285732 0.38737140595912939 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 -3 10 9 13 -4 27 12 -12 -1 -6 16 -8 -17 -7 20 -18 24 29 -24 25 26 -15 -2 -9 -23 right_child=6 2 7 -5 14 18 15 28 -10 -11 11 -13 -14 21 -16 17 19 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0020750242522747939 0.0042324784220516666 0.0030438800082443858 0.013081196201014196 0.0046646817457829792 0.028889007762188727 -0.0055885661065692791 0.038785253490280849 0.0029074737188681957 0.0015408206707633204 0.042168437591077426 0.027680258211937175 0.032453075281728083 -0.041543621581602581 0.013113909106396938 -0.01459958838847867 0.0080581640551735823 0.0026053681771975243 0.043825008492190419 -0.046895903617561102 -0.0065191656653440485 0.020257144015135172 -0.032174607326524288 0.0047454495434127398 0.054997989807806638 -0.0066560875311580123 -0.021887993678130761 -0.0022686999978806543 -0.052841703355233409 0.018874643089998235 0.01809896172607256 leaf_weight=634.04938686230162 318.181806032022 116.52079042117111 10.45525206858292 68.757618464820553 7.3094731757882965 54.418545957538299 3.5426057549193493 41.926061040372588 149.31610904811532 5.345506743527948 2.7910558287985605 7.3372817980125546 1.7919312883168457 15.632098693167789 1.8210729360580442 3.6867176790256035 22.310477748513222 4.994696153793484 1.5018506199121464 9.2596958880312723 21.877140510710888 2.7409071181900777 5.7883223406970501 2.5937587320804596 382.05115757352905 5.8328009461984029 47.479834172190749 0.68450694903731246 10.979275173827771 1.2095011045457793 leaf_count=7577 4824 1717 118 1172 55 749 50 541 2309 45 21 58 15 166 17 28 459 64 11 162 363 48 45 18 6209 81 664 6 296 49 internal_value=-2.57114e-11 -0.00151903 0.00342023 -0.00245877 0.000907077 -0.000115268 0.0059991 0.0100618 -0.00285165 0.0229216 0.00469021 0.0202119 0.000613973 -0.00344931 0.0202153 0.012592 0.0101479 0.028636 -0.00669795 0.0082498 0.0113447 -0.00532998 0.00841864 0.0202956 -0.00570594 -0.000440757 0.0015414 0.00410996 0.00622109 -0.0167823 internal_weight=1962.19 1565.73 250.278 1315.45 181.572 172.441 396.458 68.7061 1246.69 15.8008 330.787 11.9203 4.58299 1097.38 9.13055 65.6713 56.9899 8.68141 55.9204 53.4473 44.1876 463.328 12.3325 8.38208 450.996 68.9447 63.1119 318.866 52.9053 3.95041 internal_count=27937 21887 3549 18338 2549 2477 6050 1000 17166 163 4924 94 36 14857 72 1126 1034 92 760 984 822 7280 160 63 7120 911 830 4830 837 97 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=0 1 8 0 2 4 7 7 5 4 0 6 4 0 6 6 7 6 0 7 0 8 7 6 7 4 7 6 7 6 split_gain=18.884 6.7552 5.75413 4.83651 3.7497 3.54137 3.67678 4.03223 3.50818 2.94467 2.86088 4.51776 4.51041 4.03287 3.75681 8.50483 7.71116 6.07622 4.95001 6.00686 4.50159 5.8822 4.00943 3.50116 3.13534 3.0433 5.6329 3.49972 3.22694 3.27868 threshold=0.29065339267253881 1.0000000180025095e-35 0.73214285714285732 0.36328005790710455 1.0000000180025095e-35 11.44983271641537 0.11211706697940828 0.10147566720843317 4.9330445580954017 8.678270961055194 0.23445418477058413 0.52566951513290416 7.2829959206998724 0.21220965683460238 0.17462222278118136 0.17828142642974856 0.23544743657112124 0.13976529240608218 0.22922080755233767 0.17182986438274386 0.23139642924070361 0.22500000000000003 0.15058483183383944 0.25053961575031286 0.21152842789888385 2.555843120094428 0.18182955682277682 0.22203125059604648 0.11961412057280542 0.21100571751594546 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 10 4 5 -2 7 -7 9 -3 13 23 -13 -1 16 -16 17 18 -15 22 21 -19 -20 -12 -21 28 27 -27 29 -17 right_child=1 8 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 14 15 25 -18 20 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0027941607030932429 -4.8990367952595696e-05 0.0073358830758709793 0.014937601880993044 0.0065891869891239194 0.039944059494635822 0.0074443072513803339 0.018454384733362136 -0.040087896329753306 0.039190793836352981 0.020823921532033551 -0.0030083963916396573 0.00074353814151351344 0.027696396585713271 0.0060866504443010663 -0.042098116379767771 0.040775064657642697 0.040582278713612911 0.0018080588248668868 -0.01339179912459734 0.040701543658785498 0.048701955144691146 0.044929813314043415 -0.05084187818243565 -0.0081828723880124285 -0.014219674691915457 -0.017474265216373734 0.026642279768417838 0.0079991099080683158 -0.0041837725162027191 0.00028373618012759869 leaf_weight=449.69838010421518 425.92219307582127 101.81145358263166 17.087382457764761 182.26166171533987 2.1924455990083507 5.7336032222956446 18.769922440173104 2.2313476353883743 3.6336073596030465 16.99974313355051 320.22744448332378 26.128512330935337 7.1080434960313132 29.49730748264119 4.3292930126190177 2.9943249244242898 5.949874763027764 12.140019707847388 8.0467400753404927 2.2421684793662275 3.6918576899915925 3.7192236930131903 3.782209455035626 186.06461855821544 1.6052865236997602 7.0785425445064929 10.451322854496537 15.44589210487902 75.845902766974177 4.5113933915272355 leaf_count=5629 6875 1867 612 2467 79 119 211 28 72 272 4127 448 56 349 19 23 62 94 89 18 30 33 28 3061 13 57 98 169 856 76 internal_value=-3.24186e-11 0.00370028 -0.00234674 0.00245999 0.000805385 0.000615817 0.0112071 -0.00587164 0.0101538 0.00926578 -0.00259692 -0.00420667 0.00650774 -0.00124205 0.00240597 -0.000811353 0.00789861 0.00489414 -0.00115293 -0.0147752 0.0188662 0.0119207 -0.0253662 -0.00491004 0.0177866 0.000725194 0.00843978 -6.16847e-06 -0.00232687 0.0164373 internal_weight=1957.2 759.556 1197.65 637.111 454.85 452.657 26.7349 7.96495 122.445 118.811 1180.56 539.529 33.2366 641.03 191.331 120.657 70.6747 64.7248 45.1737 15.6764 19.5511 15.8592 11.8289 506.292 3.84746 116.327 32.9758 22.5244 83.3516 7.50572 internal_count=27937 11990 15947 9779 7312 7233 358 147 2211 2139 15335 7692 504 7643 2014 1298 716 654 497 148 157 127 117 7188 31 1279 324 226 955 99 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=0 0 8 5 6 6 0 7 4 0 0 2 1 5 7 4 6 4 0 6 6 6 7 6 6 6 0 0 0 6 split_gain=18.5397 5.76178 5.58407 3.25993 3.17607 3.52964 3.13642 3.00966 3.54024 3.20778 3.86855 2.98877 3.05057 2.97665 2.90003 2.8782 3.56594 2.59259 4.75776 2.55772 4.00908 3.67695 3.0694 4.17612 5.57962 3.7501 5.00985 4.72747 3.44859 3.30879 threshold=0.30130723118782049 0.36328005790710455 0.2678571428571429 4.8769348854119734 0.13069976866245273 0.025119324214756492 0.29979285597801214 0.17660862207412723 18.230563520264287 0.26542399823665624 0.21220965683460238 1.0000000180025095e-35 1.0000000180025095e-35 6.9240744798897653 0.075659349560737624 6.0252173556840605 0.2432506009936333 4.0453262590044119 0.21475280076265338 0.2432506009936333 0.48759149014949804 0.48418529331684118 0.21515253931283954 0.21398246288299563 0.14288520067930224 0.15397283434867862 0.21872986108064654 0.21101059019565585 0.15217817574739459 0.0966337025165558 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 13 4 5 -3 7 8 -4 10 -9 12 -2 19 -6 16 -14 18 -12 22 21 -21 29 24 -24 -26 27 -27 -25 -1 right_child=1 3 6 -5 14 -7 -8 9 -10 -11 17 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 23 28 25 26 -28 -29 -30 -31 leaf_value=-0.0061606986491889977 0.00085561509998187066 0.0081149685607760091 -0.0017617174900995338 0.024641550688658181 0.028516142276863728 0.026810887645306727 0.028714863111015544 0.0026883104143361628 0.038577521438501967 -0.0017758989147766389 0.051572926331349071 0.039085696774924301 -0.0075370136145037313 0.016302220482916963 0.0047888293729760065 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2186 467 604 402 128 4939 1729 75 811 43 37 162 55 13 92 3160 internal_value=4.33614e-11 0.00407148 -0.00211231 0.00808902 0.00726986 0.0149592 0.00169241 0.00130975 -0.00126842 0.00521293 0.00907096 0.00212387 0.00196083 -0.00314635 0.00546683 0.00755082 0.00276951 0.016978 0.00460481 -0.00328348 -0.00497915 -0.0067098 -0.0019224 0.00310966 0.000696115 -0.0115152 -0.00689363 0.00326233 0.0201986 -0.0029146 internal_weight=1940.15 662.732 1277.42 216.38 206.177 39.1623 272.984 269.172 162.1 107.072 68.9886 446.352 444.391 1004.44 167.015 73.3582 44.5294 30.8146 10.1974 997.403 444.114 324.489 553.288 91.1268 79.8493 23.6865 20.5988 14.0012 11.2775 462.161 internal_count=27937 10450 17487 2970 2870 576 4134 4050 2180 1870 1274 7480 7413 13353 2294 1439 972 541 139 13268 6743 5014 6525 1213 1078 267 230 175 135 5312 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=0 8 4 4 0 1 6 2 6 4 0 6 6 6 7 7 7 0 6 0 6 6 6 6 7 6 0 0 7 4 split_gain=18.6943 5.33674 5.28637 3.89236 3.36859 3.20987 3.08916 3.06576 2.99487 3.62918 3.54826 2.93468 2.91916 2.90697 2.70899 2.66856 4.01912 3.22124 3.20606 3.61678 5.54579 3.52223 7.06373 3.38462 3.23396 2.62546 5.01932 5.27094 4.06393 3.90993 threshold=0.30130723118782049 0.2678571428571429 8.1524438557327006 8.0764727197248813 0.41439051926136022 1.0000000180025095e-35 0.58249711990356456 1.0000000180025095e-35 0.012195987626910211 5.444122169502335 0.25481888651847845 0.69375240802764904 0.57796794176101696 0.0063455922063440093 0.15749485045671466 0.073560051620006575 0.08038830012083055 0.35908633470535284 0.18883907794952395 0.39018172025680548 1.0000000180025095e-35 0.50882095098495495 0.47340346872806555 0.1976064816117287 0.10756061226129533 0.21600706130266192 0.23807799071073535 0.11917395517230035 0.19701591134071353 9.8090814256650631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 7 12 13 9 -3 -11 -8 14 -2 15 -4 17 -17 19 -18 -21 22 23 -20 -22 26 27 -10 -29 -27 right_child=2 8 6 -5 -6 -7 11 -9 25 10 -12 -13 -14 -15 -16 16 18 -19 21 20 24 -23 -24 -25 -26 29 -28 28 -30 -31 leaf_value=-0.0031492675157537313 -0.0063538123391839087 -0.01228774631513908 0.021325037963851459 -0.033023185140413712 0.0157642813241098 0.0078054911297654591 0.031049848440729388 0.038874672978919833 -0.044274920321093307 0.033895547979826461 0.0084950689045606518 -0.0080317149652493446 -0.026106260433808388 0.0019427519817986944 0.014265914398816686 -0.044361595993644011 0.018511980668187142 0.013058736839750854 -0.038475428049323426 -0.039356543787613114 -0.024177904516656093 0.025196171383425024 -0.044387137370579879 0.0031282496935861773 0.035690658746719547 0.0012524298997785056 -0.0098340013608016752 0.0033573683004607998 0.033710037021393406 0.017476196921753839 leaf_weight=996.41709909810015 42.46551645238651 5.3767682916950426 8.5979224373586458 2.7446009975392363 17.416032866574824 80.611372708226554 9.4203524389304203 1.9400579382199783 1.8821050859987725 6.557691176421943 20.185023255064152 2.1180562037043265 2.2573271803557864 362.17990791995544 45.887518312316388 2.6889439716469492 23.519178536720577 1.3065361799672244 1.8361982619389881 2.7275321055203667 1.1856532208621504 4.8113009824883184 3.2558889463543883 42.356573306373321 2.5770388278178871 135.46025405683031 50.588236327748746 31.035081793088466 4.5523859746754161 14.833240070613099 leaf_count=13353 696 124 227 48 247 1583 100 66 37 96 312 17 12 5735 574 33 326 56 24 23 11 57 43 528 44 2282 721 300 73 189 internal_value=-4.70773e-11 -0.00213482 0.00408606 0.00260636 0.00280015 0.00233671 0.00894376 0.00125245 0.00160242 0.0102019 0.0147236 0.0238758 0.00773899 0.00107207 0.00828179 0.00538712 0.0037986 -0.0255849 0.00522564 0.0130409 -0.00678507 0.000737854 -0.00174222 0.00139963 0.0168256 0.00044357 -0.00366983 0.0046525 0.00724011 0.00285364 internal_weight=1928.79 1266.89 661.904 507.357 504.613 487.197 154.546 406.585 270.471 32.1195 26.7427 11.5384 143.008 404.645 140.75 94.8628 86.2648 3.99548 82.2694 30.0094 6.49022 52.26 47.4487 44.1928 3.76269 238.351 88.0578 37.4696 35.5875 150.293 internal_count=27937 17487 10450 8375 8327 8080 2075 6497 4134 532 408 117 1958 6431 1946 1372 1145 89 1056 404 78 652 595 552 55 3602 1131 410 373 2471 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=0 4 8 8 7 0 8 7 2 0 7 0 4 0 1 4 0 4 4 6 6 0 0 0 6 6 4 0 8 8 split_gain=18.5464 6.03779 4.92815 2.88785 2.86511 2.85955 3.04045 3.00948 2.80908 2.92851 4.21201 3.30559 3.10141 3.00895 2.79845 3.1464 2.62693 2.54147 3.8247 5.44357 2.47594 2.99155 2.45473 2.63948 2.44719 4.57321 3.32962 2.62343 2.64391 2.42914 threshold=0.30130723118782049 6.373306629157784 0.2678571428571429 0.73214285714285732 0.26479019224643713 0.3762121200561524 0.77500000000000013 0.069068975746631636 1.0000000180025095e-35 0.35670730471611029 0.14301286637783053 0.30803693830966955 6.0471969260906429 0.37461771070957189 1.0000000180025095e-35 6.5250499573333594 0.42733119428157812 13.851380059551104 17.123868445595125 0.32188710570335394 0.71404185891151439 0.37967713177204138 0.20976476371288302 0.29584078490734106 0.42607006430625921 0.34759142994880682 12.549881414331535 0.38173092901706701 0.30952380952380959 0.63333333333333341 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 -1 4 -4 6 14 -7 9 11 12 29 13 -11 15 -3 -15 20 -19 -20 24 -22 -5 -24 25 26 27 -9 -29 -2 right_child=1 5 3 22 -6 7 -8 17 -10 10 -12 -13 -14 16 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.003098135479147464 0.0058561068160157079 0.027268479027402134 0.00041159284187393315 -0.0049800094629720813 0.050753222479367442 0.038084542672825482 0.021813502084704266 0.03732390568499299 0.038575047258970707 0.019935152955334084 0.0019716926799327149 -0.001412403680481908 0.0462951629695652 -0.0010828427268330355 0.012907462061605181 0.0015204106627895572 0.036751198350220629 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276 31 internal_value=-2.58381e-11 0.00408608 -0.00212573 0.00148258 0.000618053 0.0079375 0.00560198 0.0126211 0.00194061 0.00177721 0.00550987 9.78944e-05 0.0137217 0.0115405 0.0045268 0.00248555 0.00277966 0.0112624 0.00224614 0.0205542 0.0146759 -0.0107009 0.0126859 0.0191913 0.0163048 0.0123115 0.0176765 0.0131691 0.00918547 0.00689037 internal_weight=1921.71 657.623 1264.08 268.342 249.118 235.274 156.99 78.2837 422.348 420.473 130.471 290.002 39.2878 36.8222 147.226 118.39 18.018 74.3179 20.4097 6.83198 53.9082 3.25155 19.2237 14.05 50.6566 37.0628 29.4338 24.5374 21.0635 52.7522 internal_count=27937 10450 17487 4134 3455 3364 2293 1071 7086 7020 1960 5060 665 613 2111 1705 334 996 240 62 756 30 679 426 726 552 443 381 333 765 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=4 0 0 8 1 6 1 6 4 7 6 6 6 7 6 4 7 7 4 6 7 4 6 6 7 4 4 8 8 6 split_gain=17.7906 7.69023 5.50013 4.49518 3.87532 3.12802 3.12017 2.97593 2.97481 2.70549 2.61514 2.61333 2.63216 2.4683 3.34662 3.29627 3.01771 2.48721 3.77073 2.99745 3.4014 2.42002 2.43935 4.9742 4.6602 4.33112 4.50245 2.39266 2.3622 2.41719 threshold=6.373306629157784 0.33261813223361975 0.3762121200561524 0.77500000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.62120735645294201 18.230563520264287 0.069068975746631636 0.072015702724456801 0.17599163949489596 0.21600706130266192 0.14205154776573184 0.45203080773353582 7.7140424316984939 0.13931881636381152 0.18032167851924899 7.8372458707344661 0.57796794176101696 0.22227978706359866 17.327100982140248 0.51052418351173412 0.41682198643684393 0.23544743657112124 13.380606354510272 9.2288952159540241 0.63333333333333341 0.81666666666666676 0.26109755039215093 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 7 -3 8 28 21 -4 -6 -5 -13 14 15 -11 -17 18 -15 -19 -21 22 23 -2 -24 26 -25 -7 29 -1 right_child=2 5 9 11 10 27 -8 -9 -10 13 -12 12 -14 17 -16 16 -18 19 -20 20 -22 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0021766341909627697 0.0021950150435954426 0.04022366831073626 0.037670588170539948 0.037393558956932547 -0.0088098432057145109 0.0035751287802562866 0.009847536224549645 0.0032573159049916235 0.022686677834945154 0.046104277265776115 0.0036662843504363246 -0.032931353627804236 0.015903562330015865 -0.0050657187905057922 0.026835438722413112 -0.00028948430700163398 -0.053502930372840748 0.014373154437421891 0.031491932880727991 -0.038710314521321822 0.021336759725000702 -0.041506680298579908 0.012182929521609919 -0.008394387328471975 -0.028783625839123996 0.029165434117853925 -0.038951545588277639 -0.032298321824486081 0.013922489449731359 -0.005039551780562695 leaf_weight=629.44952828352689 157.98015009297524 2.084863949858117 3.8126984531991175 4.9360004845075336 17.074422417150345 225.36624955985462 50.785973190329969 66.668661015748512 5.8860595696605733 1.3191956793889463 132.16177249810426 1.0923430658876885 10.958641135206561 3.0865234085358706 5.1140475873835376 21.030002183048058 1.004963070154189 23.265668142819781 14.321920498274265 2.1663089133799072 1.3962218463420866 1.1944433785974968 30.432424560654908 24.789108477183621 2.7227159887552252 2.2775416453368953 5.2607460375875226 1.6858280745800573 7.1447934934403738 458.94639372202801 leaf_count=7755 2262 31 75 88 399 3674 770 1111 52 58 1994 15 259 56 82 266 6 320 172 21 15 15 362 340 36 31 67 62 271 7272 internal_value=-1.25828e-12 -0.00142614 0.0058615 0.00402102 -0.00231211 0.00364465 0.00311611 -0.00289649 0.00163325 0.0130369 0.00223886 0.0190077 0.011477 0.0117451 0.00485461 4.12877e-05 -0.00271642 0.0161794 0.0250102 0.0104492 -0.0151768 0.00108165 0.00130929 1.00222e-06 0.00881874 -0.0107209 -0.0137439 0.00330877 -0.00327098 -0.00338385 internal_weight=1915.42 1540.58 374.834 298.316 1311.45 229.137 281.329 1162.21 230.543 76.5175 149.236 16.987 12.051 72.7049 28.4682 23.3542 22.035 44.2366 17.4084 26.8282 3.56253 224.657 223.463 190.308 33.1551 32.3274 30.0499 227.052 1095.54 1088.4 internal_count=27937 22569 5368 4297 18802 3767 3935 16409 3165 1071 2393 362 274 996 412 330 272 584 228 356 36 3113 3098 2700 398 438 407 3736 15298 15027 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=0 8 0 1 1 4 7 6 0 5 7 5 6 0 7 6 6 6 2 0 6 7 7 8 7 6 8 0 4 4 split_gain=17.8782 6.53545 6.23305 4.45116 3.7945 3.53431 3.62844 3.19 4.95542 3.02422 2.88322 3.03538 2.66434 2.58508 2.53495 2.51692 4.65999 2.73324 2.4882 5.6687 6.05443 2.45456 3.8782 5.36579 2.44292 2.41385 2.34091 5.75853 4.48209 2.2555 threshold=0.32026907801628118 0.73214285714285732 0.40932813286781317 1.0000000180025095e-35 1.0000000180025095e-35 6.373306629157784 0.13931881636381152 0.47340346872806555 0.18711746484041217 6.9240744798897653 0.17132436484098437 7.620172048983699 0.77015903592109691 0.20976476371288302 0.11350248754024507 0.53522199392318737 0.55165287852287304 -0.011273360811173914 1.0000000180025095e-35 0.082279823720455184 0.35994276404380804 0.083783496171236052 0.10628251358866693 0.46428571428571436 0.14205154776573184 0.26703691482543951 0.2678571428571429 0.32911738753318792 7.8594696930916443 6.9650139762674206 decision_type=2 2 2 2 2 2 2 2 2 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 12 21 9 -7 -5 -9 14 -11 -12 18 25 -2 17 -17 -16 29 -20 -21 -4 23 -23 -8 -3 27 -26 -29 -1 right_child=2 13 4 7 -6 6 24 8 -10 10 11 -13 -14 -15 15 16 -18 -19 19 20 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0032091840113152329 0.0081219694962599183 0.037580705949489396 0.035894544186549408 0.0017205227395267341 0.034457718272457964 0.0018829667461247282 0.032528176730438181 -0.0047381010676393063 0.041396475719506137 0.046854752671806658 0.035579731322090878 -0.027409229242249401 0.035848558262602033 0.019331800642770611 0.052531594399946244 0.024969584607895945 0.0018750450506140638 -0.0019330317139311297 -0.027215912545274095 0.0050367341286600212 0.047136302864825876 0.028831563613629634 0.012386976216951579 -0.046540390311399511 0.029119765733804939 -0.015084290714141774 0.013447076853919044 -0.019223800251840367 0.0089318075118740535 0.0012647333035419165 leaf_weight=1103.0178389146749 42.550426519592293 0.97000918490812438 3.4130688533186904 154.67376087751472 7.6036521568894377 61.684904922964051 4.6365621695294967 3.8102958081290108 4.6558030134765431 2.5946928905323139 1.3231386980041864 1.4355913940817115 1.6224842714145769 18.229917475691764 0.83326344715896894 9.3060457201208902 50.723350743763149 172.67798417150334 3.5103963306173709 13.623573323595339 3.9703889151569447 1.317323186900466 36.130496987141669 2.3966300189495087 5.7773459684103754 4.0685270929679973 59.777788848849013 9.9431346468627471 10.422319508157669 111.68547602382023 leaf_count=14890 920 31 52 2491 92 1093 45 52 77 16 22 22 35 533 21 113 712 2959 74 207 78 15 478 23 26 222 854 131 106 1547 internal_value=3.26711e-12 -0.0016939 0.00497751 -0.00195588 0.0149132 0.00381229 0.00749455 0.00270198 0.0206329 0.00182044 0.0241532 0.00280146 -0.00256996 0.0140748 0.00138741 0.000160389 0.00545527 -0.00167147 -0.0026204 0.00759223 0.0145372 0.0114777 0.0093862 -0.0198063 0.011317 -0.00494533 0.0101724 0.0026845 -0.00481476 -0.00279783 internal_weight=1908.39 1423.84 484.548 1400.57 50.8612 433.687 152.242 163.14 8.4661 281.444 5.35342 2.75873 1237.43 23.2685 276.091 233.541 60.0294 173.511 1235.81 21.1044 17.594 43.2575 39.8445 3.71395 90.5572 5.03854 85.9206 26.1428 20.3655 1214.7 internal_count=27937 20237 7700 19451 660 7040 2255 2620 129 4785 60 44 16831 786 4725 3805 825 2980 16796 359 285 568 516 38 1162 253 1117 263 237 16437 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=0 0 8 1 8 6 4 7 4 2 5 6 0 0 6 4 0 7 7 6 6 6 8 7 5 7 5 4 0 4 split_gain=16.9502 6.54643 4.75087 3.71168 4.20898 3.01773 3.29876 3.34094 2.92609 2.90489 2.76192 2.74819 4.37511 4.14 3.63774 4.19019 3.19537 3.00381 2.84186 2.70856 3.01072 2.46797 2.86541 2.40799 2.39633 2.39165 2.33494 2.19412 2.75607 2.50219 threshold=0.30130723118782049 0.40932813286781317 0.2678571428571429 1.0000000180025095e-35 0.81666666666666676 0.012195987626910211 5.2148444732990438 0.1779703572392464 17.123868445595125 1.0000000180025095e-35 12.293853605328623 0.21600706130266192 0.23807799071073535 0.11917395517230035 0.22992808371782306 9.8090814256650631 0.24542410671710971 0.11521006748080255 0.19701591134071353 0.23710254579782489 0.23862028121948245 1.0000000180025095e-35 0.58571428571428574 0.12829495221376422 6.9240744798897653 0.083783496171236052 4.9330445580954017 17.123868445595125 0.33861973881721502 16.890497180503655 decision_type=2 2 2 2 2 2 2 2 2 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 24 4 9 6 -4 -8 26 10 21 12 13 -7 -13 17 -14 -16 -15 -19 -21 22 -2 -24 -1 -3 -5 29 -29 -23 right_child=1 25 5 8 -6 11 7 -9 -10 -11 -12 14 16 18 15 -17 -18 19 -20 20 -22 27 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0031115988361082917 -0.006630855134236324 0.036095800976828206 -0.012924884996897526 0.0081238006198343787 0.020447406412517979 -0.042395235495667476 0.0056386735023857323 0.027373656010923387 -0.050592944362237678 0.038375310491256982 0.041216249589969549 0.020476798957065605 -0.034378344704291477 0.0028749754379126932 -0.0137231782189267 0.017526009558259375 -0.0073752276134519011 -0.028399859826927283 0.028647962314906322 0.037369780939120391 0.0014902924761679109 0.0018880035920295724 0.04702029714267731 -0.025867468078459532 0.014412483061973437 0.012329634466231948 0.036953301810781436 -0.015186991928864029 0.030722858149178262 -0.052417620389094054 leaf_weight=983.00278461050038 46.634437082684599 4.1476939041167489 4.6746631147107136 93.399643983808346 10.911825965580645 1.6597851831465948 15.765593440271916 10.674379850097464 0.74974867515265842 1.9262481878977258 1.567701932741328 9.82192170829512 4.3225796357728532 30.908563319128007 13.075443688197991 13.414736941922454 45.030923225451261 2.6683099137153468 4.3984319572336963 2.1466701030731192 108.03079603130755 426.92475512233796 1.62034303555265 0.5451857023872434 7.0734720165492027 46.924719398608431 2.5987370405346146 1.5568552538752545 4.8214766317978501 0.76497980020940204 leaf_count=13268 755 67 120 1783 330 37 231 181 10 72 23 146 57 300 237 174 664 52 73 16 1846 6645 27 14 85 593 57 21 47 6 internal_value=3.86328e-11 0.00395303 -0.00202923 0.00306688 0.00202089 0.0015255 0.0103062 0.0144135 0.00844316 0.00160748 0.00146128 0.000365275 -0.00389498 0.00390893 0.00283076 0.00158687 -0.00974027 -0.000111166 0.00608569 0.00146606 0.00218936 0.00133221 -0.00506434 0.0286703 -0.0029864 0.0142597 0.00890423 0.00205134 0.019517 0.00179087 internal_weight=1901.76 645.094 1256.67 594.022 497.274 266.593 31.1146 26.44 96.7481 486.362 484.436 235.478 86.3203 36.9668 149.158 139.336 49.3535 125.921 35.307 112.846 110.177 482.868 48.8 2.16553 990.076 51.0724 95.9984 434.068 6.37833 427.69 internal_count=27937 10450 17487 9790 7940 4134 532 412 1850 7610 7538 3602 1131 410 2471 2325 721 2151 373 1914 1862 7515 796 41 13353 660 1840 6719 68 6651 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=0 4 8 1 1 6 6 2 4 6 6 7 7 0 5 0 7 8 4 6 4 7 4 6 4 4 0 6 0 0 split_gain=17.1048 6.13834 4.3257 3.57043 3.43433 3.11003 2.83371 2.74577 2.48388 2.33719 3.65844 2.75246 2.67508 2.46687 2.31031 2.29899 2.25352 2.21875 2.84234 2.37321 4.45951 3.0176 2.96257 2.18585 2.16838 3.82887 2.16757 2.25611 2.45258 2.14124 threshold=0.30130723118782049 8.1524438557327006 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 0.58249711990356456 0.62243640422821056 1.0000000180025095e-35 8.3430480616909453 0.2432506009936333 0.24148909002542499 0.23463609814643863 0.19046599417924884 0.27440419793128973 6.0619181497881103 0.20976476371288302 0.23645481467247012 0.63333333333333341 15.391451418620834 0.40714266896247869 14.521964308939257 0.19649921357631686 22.611801717408074 0.26703691482543951 16.672149223201981 16.223126738475681 0.30291011929512029 0.49627493321895605 0.35770738124847418 0.14125970005989077 decision_type=2 2 2 2 2 2 2 2 2 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 7 14 9 -2 -7 10 11 -1 13 -12 16 23 17 18 -3 22 21 -21 24 -4 25 -19 -6 28 -28 -11 right_child=1 5 15 -5 26 8 -8 -9 -10 29 12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0028564243949899741 0.0011242412339542312 0.0061552203185613226 0.037062591799068366 0.0022922336586685133 0.043553175399683557 -0.017189999356135788 0.0038026780965787045 0.037998804346725396 0.029819978339373786 0.0015234020373755066 0.023486581416643636 0.0038040465206349008 0.055612799222953577 -0.037985401862269896 0.036332465175373578 0.018763182086753642 0.032278269252352512 0.020658879219133709 -0.011092798542461573 -0.014876198474946777 0.028952213940829259 0.040584865591933028 -0.021158363653748444 -0.014506496631894019 0.039920686990823843 -0.016587792035364979 0.0019626065615397136 0.022495560989046114 0.013830347149894598 -0.0054445797119405262 leaf_weight=514.0923511935398 413.74988435611886 75.941869425005279 0.90463802497834223 137.88313345849747 1.5140997329726804 1.1297994591295708 55.061613342375495 1.8254258036613453 9.6659775304142368 43.880055190180428 2.3503369428217407 62.645552188951115 1.6187620647251604 0.78335789684206236 2.5702039627358308 13.533886703429742 3.2514985762536517 20.797511798911739 9.6968025267124158 8.455173391848799 3.9283626398537299 0.98588442988693792 1.6953486325219262 4.0584562221556553 4.0695265568792811 2.8208274021744719 50.167200945026707 7.9544212133041574 22.792618507985026 415.77569119658438 leaf_count=5989 6703 1036 31 2131 37 9 659 66 108 592 33 880 23 17 31 426 29 414 134 144 47 29 16 222 48 30 989 212 368 6484 internal_value=4.54042e-11 0.00397742 -0.0020418 -0.00225763 0.00239575 0.00940938 -0.00282992 0.00128621 0.0249003 -0.00318069 -0.00191695 -0.00213296 0.0242967 0.00811988 0.00816332 0.0123584 0.00761335 0.00698871 0.00420224 0.0125703 0.00209178 -0.00908467 0.0173381 -0.00510684 0.0196953 0.0162104 0.00798962 0.00732414 0.00567008 -0.0047794 internal_weight=1895.6 643.012 1252.59 1234.09 498.004 145.009 1096.21 415.575 10.7958 1041.15 581.49 576.738 4.75246 3.13369 134.213 18.497 131.643 128.391 85.6387 42.7526 13.3694 9.44106 29.3832 4.96309 27.6879 23.6183 82.4283 80.9142 72.9598 459.656 internal_count=27937 10450 17487 16808 8375 2075 14677 6769 117 14018 6942 6869 73 50 1958 679 1927 1898 1170 728 220 173 508 253 492 444 1606 1569 1357 7076 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=0 8 4 1 5 6 7 6 0 0 0 7 6 8 6 0 6 0 0 7 5 6 7 6 8 7 0 8 7 6 split_gain=16.6146 5.77407 5.36913 4.26708 2.96182 2.98873 2.93496 2.80523 3.15736 2.62775 3.03513 2.68197 2.61565 3.88137 4.64798 3.60425 4.17235 3.54721 3.34713 3.00595 2.58668 2.47094 2.4352 2.69655 2.57952 2.42516 2.41218 2.40208 5.11903 2.33101 threshold=0.32026907801628118 0.73214285714285732 6.373306629157784 1.0000000180025095e-35 6.9240744798897653 -1.0000000180025095e-35 0.14089384675025943 0.47340346872806555 0.18711746484041217 0.35670730471611029 0.37461771070957189 0.14878547191619876 0.0966337025165558 0.41428571428571431 0.042475296184420593 0.38338243961334234 0.18576741218566897 0.32416543364524847 0.3450393825769425 0.12829495221376422 4.3404401347336128 0.29942367970943456 0.11799752339720727 0.19459535181522372 0.46428571428571436 0.11696396395564081 0.20976476371288302 0.63333333333333341 0.10809339955449106 0.77015903592109691 decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -2 12 -5 -9 -7 11 -11 13 -4 17 16 -14 -15 -18 -19 -12 -17 23 -20 -25 -23 -3 28 -16 -1 right_child=2 26 6 7 -6 9 -8 8 -10 10 20 -13 15 14 27 21 18 19 22 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0025329566637387418 0.030443241293027848 -0.0051506961253433318 -0.025011469265682307 0.0017851089471363668 0.025035482061960504 -0.0009451425922670408 0.011993895015941036 -0.00095621758474444664 0.036454439144039792 0.019392874306343785 -0.00038453349201994036 0.0054618044251676483 0.023283608131979432 -0.031648705284916791 -0.034444391529462576 0.00440756518489103 0.0082048488539345158 0.035101782124652821 -0.048049442923439739 -0.019365289118642718 0.038531990544679637 0.014097601851981863 -0.023151674542980623 0.035008299456335996 -0.0048005341396946139 0.040668304773770772 0.018547341314786303 -0.052036841057661307 0.052941019503395893 0.034778541416776811 leaf_weight=1224.8721475838465 3.2658327145036301 4.9437456836385563 6.1481846524402526 153.27131163323065 5.0711016207933417 161.0732931917737 108.89661832991987 3.6636620331555587 4.5543562567327172 18.373809237964451 65.222225256147794 38.494526877417229 6.742892555659636 1.1116111427545528 1.7525262208655479 7.8836049810051945 13.808746245224031 5.5960285989567637 0.95257093012333083 1.089454469271004 1.5742539465427388 6.9934324682690185 8.412407248746602 1.9747286577476186 5.6747811135137454 5.5410653781145811 17.727490454257349 1.4766034753993151 0.92007133015431453 1.5088159348815668 leaf_count=16796 44 253 93 2491 61 2961 1420 52 77 318 1046 543 106 8 26 131 257 103 8 18 22 124 106 63 138 62 533 17 25 35 internal_value=-3.16875e-11 -0.0016381 0.0048334 -0.00188342 0.00230757 0.00190739 0.00883533 0.00270067 0.0197765 0.00158009 0.00486921 0.00996285 0.00431426 -0.0056435 0.00432427 0.00742166 0.00190745 0.0179749 -0.0027688 0.0262259 0.000532648 0.017567 -0.0116749 -0.000451122 0.00547616 0.0258436 0.0133797 -0.0213277 -0.004361 -0.00248705 internal_weight=1888.59 1410.54 478.05 1387.87 293.075 288.004 184.975 161.489 8.21802 284.738 123.665 56.8683 76.0787 18.0945 11.9463 57.9842 37.5661 7.79709 30.8232 6.68548 66.7965 20.4181 17.0145 8.60208 7.64951 12.5345 22.6712 4.1492 2.6726 1226.38 internal_count=27937 20237 7700 19451 4995 4934 2705 2620 129 4890 1929 861 1285 290 197 995 678 129 572 121 1068 317 315 209 201 186 786 68 51 16831 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=0 4 4 1 8 6 7 6 4 6 8 6 6 5 0 4 6 6 6 0 6 0 3 0 0 7 0 6 7 6 split_gain=16.8474 6.05763 4.23423 3.92717 3.61146 3.89418 4.82879 3.7175 3.33208 3.04415 2.75107 2.50033 2.33049 2.22372 2.19894 2.18708 2.15109 3.22638 3.20571 4.94812 4.2473 3.52886 4.64092 3.16317 2.22678 5.04311 3.1345 3.5281 5.74002 2.97198 threshold=0.33261813223361975 6.2599681625794785 8.1524438557327006 1.0000000180025095e-35 0.73214285714285732 0.48590882122516638 0.23544743657112124 0.42607006430625921 7.3396382272272538 0.62120735645294201 0.18333333333333338 -1.0000000180025095e-35 0.072015702724456801 4.4551287731508555 0.31119388341903692 17.327100982140248 0.2275723069906235 0.22992808371782306 0.22203125059604648 0.17383250594139102 0.22003825008869174 0.25960800051689154 1.0000000180025095e-35 0.27153123915195471 0.14125970005989077 0.3806572705507279 0.1456677243113518 0.51052418351173412 0.26252086460590368 0.41398698091506964 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 7 15 10 -9 16 -3 -2 -5 -4 -6 -7 18 -18 20 -20 -1 22 -21 -22 25 29 27 28 -26 -19 right_child=2 4 13 12 14 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 24 19 21 23 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0020411773368169176 0.032340579535186258 -0.029692710929907398 0.00997568175097319 -0.008252528451833949 0.021468107362233733 0.016447097832116463 -0.02524502872024104 0.00013882009901033487 -0.025771596047541957 0.0034349472910552899 0.0020681617370547126 0.0034681208556618399 0.0037410782995914429 0.031347993343249093 -0.0032483818877926344 -0.031121824160217887 -0.033912779207321879 -0.0077924839671090589 0.055401216236041329 -0.027504521224977742 -0.050123058794620347 0.023969009447551187 0.018799161673377997 0.0080943026329275154 0.023805889962617826 0.059652523919567386 -0.0047102857569241109 -0.052601533217794393 -0.04338759664999578 0.0075958018493010567 leaf_weight=513.15028211091703 2.726777500472962 2.4907976221293202 96.678422565571964 16.429544147744309 14.071433805671406 29.083720530965369 2.9430610793642691 8.9612497973721492 8.9066391955129784 65.565573436499108 168.32061325997347 269.16163072246127 129.59871795668732 4.5894534913823 4.208378299343166 0.89670236222445865 3.3549778256565324 21.814036792609841 2.0201014454141832 4.5406508660598757 2.8449112584348759 5.2962229289114475 3.4120003695134073 1.1918624006211755 2.3549006329849353 1.3205074984580267 468.82926271112228 2.5991537375375628 2.2255482403561473 23.425551887485199 leaf_count=6254 38 25 1395 395 345 309 36 145 140 1100 2453 4553 1986 64 83 13 44 276 29 55 29 84 40 33 40 31 7597 24 24 297 internal_value=-1.95504e-11 -0.00141071 0.00570799 -0.00223657 0.00296152 0.00190431 0.0114246 0.000243065 -0.0127768 -0.0028379 0.00160502 0.00375768 0.00239169 0.0109443 0.0157779 0.0150243 -0.0032265 -0.00458735 -0.00188234 0.0116652 -0.00228231 0.00499662 -0.00763842 -0.0329343 -0.00439907 0.00186258 -0.00501155 -0.0246838 -0.00884208 0.000175738 internal_weight=1883.01 1509.86 373.156 1269.97 239.883 221.603 32.9235 188.679 17.8679 1123.95 170.811 271.888 146.028 101.268 18.2798 29.9804 1058.38 525.924 532.456 15.269 517.187 13.2489 7.95265 4.03677 522.569 46.5601 476.009 7.1796 4.58045 45.2396 internal_count=27937 21887 6050 18338 3549 3121 358 2763 285 15957 2478 4591 2381 1459 428 322 14857 8333 6524 208 6316 179 95 62 8289 604 7685 88 64 573 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=0 8 4 1 5 0 7 4 6 0 0 6 0 6 6 0 7 2 6 0 5 6 6 7 0 4 5 2 6 0 split_gain=16.3601 5.24988 5.10647 3.97975 2.81163 2.52574 2.84807 2.93443 2.38167 2.95693 2.32425 2.81905 2.46464 2.31295 2.2119 2.99017 2.19607 2.18901 3.67285 3.77366 2.17063 2.12903 2.11619 2.70395 2.3652 2.45471 2.10444 2.08468 2.06823 2.34523 threshold=0.32026907801628118 0.73214285714285732 6.373306629157784 1.0000000180025095e-35 6.9240744798897653 0.35670730471611029 0.14301286637783053 6.0471969260906429 0.47340346872806555 0.18711746484041217 0.37461771070957189 0.47340346872806555 0.42733119428157812 0.28231169283390051 0.2948101162910462 0.20976476371288302 0.17132436484098437 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 4.9330445580954017 0.77015903592109691 0.69375240802764904 0.13337556272745135 0.32830090820789343 14.59487808020536 7.620172048983699 1.0000000180025095e-35 -1.0000000180025095e-35 0.32745061814785009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 17 5 27 7 10 -5 -10 11 -7 -12 -3 -15 -16 -6 21 -19 -20 22 -1 23 24 25 -4 -18 28 29 -2 right_child=2 13 20 8 16 6 -8 -9 9 -11 12 -13 -14 14 15 -17 26 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.002654725233752982 -0.0098062954266422177 0.023158708287354907 -0.0058642681179206712 0.0017412205439532901 0.044759701674460646 0.022821426299178899 0.0022795273799460641 0.045351319067676074 -0.0016095627287009207 0.035153455449314294 -0.0018174092009853545 -0.011964173351965444 0.03644517547186326 -0.051765129205420396 -0.014425070138704952 0.017919550874528321 0.032434670898404072 6.8708497118334229e-05 -0.015716003752707541 0.045179863191723811 0.022899568236659163 0.03423509060496626 -0.012661068063526315 0.011559332425724532 0.0058080238248584383 -0.059250485442787069 -0.021005878580892944 0.037074118147416839 -0.001189025481007689 0.054446803470426096 leaf_weight=1196.680571837489 0.85540526174008791 10.375182713207325 6.5751159382052711 152.8661468635546 2.4685329142957917 14.660504956264051 87.213397880434059 2.267207756638526 3.5855077374726525 4.36770309205167 14.874939185567202 2.4466701517812899 1.6869485075585533 0.6114576468244185 3.9194370590339513 7.4846209203824401 1.3131377333775165 15.043302969832441 1.220185725018381 3.6721370548475534 9.2909494177438301 1.4096839036792506 4.3435856765136114 103.31253755360376 57.226201654993929 0.87874166108667839 1.3398912008851764 1.3189511322416354 159.00586895146989 1.2707761723431756 leaf_count=16437 10 246 107 2491 17 232 1280 52 52 77 302 45 29 7 220 313 22 250 29 80 127 35 53 1342 1062 14 22 33 2928 23 internal_value=-2.68563e-12 -0.00162762 0.00482839 -0.00186162 0.00236291 0.00196783 0.00520809 0.0123154 0.00257396 0.0185798 0.0100908 0.0178464 0.00207991 0.0127824 0.00382262 0.0068031 0.0243942 -0.00244727 0.00741205 0.0299919 0.00877476 -0.00261132 0.00801327 0.00854782 0.00373758 -0.012158 0.00544495 -0.000488527 -0.000795997 0.0285965 internal_weight=1873.59 1401.24 472.349 1378.85 290.722 285.601 123.15 35.9363 160.819 7.95321 33.6691 17.1072 16.5619 22.3907 12.0155 11.4041 5.12156 1218.03 19.9356 4.89232 181.627 1198.09 172.336 167.993 64.6801 7.45386 2.65303 162.451 161.132 2.12618 internal_count=27937 20237 7700 19451 4995 4934 1940 660 2620 129 608 277 331 786 540 533 61 16831 359 109 2705 16472 2578 2525 1183 121 44 2994 2961 33 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=0 8 0 1 1 5 1 4 0 0 7 7 8 6 6 3 6 2 6 0 4 4 7 0 2 6 0 6 0 0 split_gain=15.5947 5.22207 4.44137 3.84125 3.27283 2.84027 2.78383 2.92745 2.60441 2.23941 2.22412 2.92003 4.23116 2.07668 2.06769 2.36887 1.9781 1.97216 3.45236 3.36551 2.09108 3.8885 3.7031 3.62067 1.9515 1.94403 1.92251 1.96501 2.55766 2.25617 threshold=0.32026907801628118 0.73214285714285732 0.40932813286781317 1.0000000180025095e-35 1.0000000180025095e-35 8.1967509811877814 1.0000000180025095e-35 17.123868445595125 0.38552445173263555 0.20700529962778094 0.083783496171236052 0.10628251358866693 0.46428571428571436 0.77015903592109691 0.47340346872806555 1.0000000180025095e-35 0.36855494976043707 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 6.9650139762674206 6.9845507850985964 0.21152842789888385 0.31268125772476202 1.0000000180025095e-35 0.26703691482543951 0.36773906648159033 0.29233731329441076 0.32416543364524847 0.34173625707626348 decision_type=2 2 2 2 2 2 2 2 2 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 13 10 6 7 24 26 25 -4 12 -12 17 -5 -16 -10 20 -19 -20 -1 -22 -23 -24 -2 -3 27 -8 -29 -30 right_child=2 9 4 14 -6 -7 8 -9 16 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 21 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0029899613129408136 0.0018856473338672319 0.036437607723720664 0.034449039611560581 0.0017735861569924635 0.031746274831835931 0.030588848275040891 0.0029866702835727611 0.022778418932094785 0.0067405859418849176 0.017907245535543879 0.023866672595647644 0.010611736507274396 -0.045229026960906665 0.03404607626211921 0.037255908007352997 0.0036403542603549678 -0.023204579739859722 -7.1680245539272215e-05 -0.01508168029836772 0.043851969989720199 0.027669495351267198 0.0018633930824047476 -0.0090912804779847232 -0.058026644544301641 0.037254633311883202 -0.014124003574558053 0.021367666625480515 -0.017563171237520738 0.027941554996452983 0.0078694114011787462 leaf_weight=1086.8325388713201 339.75653473996499 0.8285658357199307 3.1040211140643796 152.78924662567442 7.3443783181719473 3.5146853746846309 27.572168333426816 6.2330369367264202 4.2651887708343557 17.298012837360147 1.2968919188715511 35.073927387362346 2.0719167478382587 1.4057301273569454 3.2340632514096788 4.5286374734714627 3.714253694517538 14.935930133040531 1.1557647557929147 3.5532878520898521 4.8360798223875454 95.169128068780992 7.0246060248464328 1.6877106409519909 1.4098241478204716 3.9331241994368611 12.804895646870134 1.9787247393978784 10.361089314799758 9.81359974486986 leaf_count=14890 5550 30 52 2491 92 45 519 76 76 543 15 478 23 35 52 77 83 250 29 80 40 1408 89 10 45 213 198 33 164 251 internal_value=1.26297e-11 -0.00158854 0.00472598 -0.00182049 0.0132851 0.003733 0.00350713 0.00240404 0.00894202 0.0128923 0.0100217 0.0080493 -0.0186292 -0.00239607 0.00254098 0.0176451 -0.00719823 -0.00243822 0.00698994 0.0293876 -0.00259314 0.00137379 0.000149619 -0.0185708 0.0020318 -0.00532595 0.0110017 0.0083323 0.0149855 0.0181778 internal_weight=1869.53 1399.21 470.315 1377.15 48.8911 421.424 417.909 347.399 70.5099 22.0597 41.5468 38.4427 3.36881 1216.6 160.552 7.7627 7.97944 1215.2 19.645 4.70905 1195.55 108.718 103.881 8.71232 341.166 4.76169 62.5305 49.7256 22.1534 20.1747 internal_count=27937 20237 7700 19451 660 7040 6995 5671 1324 786 568 516 38 16831 2620 129 159 16796 359 109 16437 1547 1507 99 5595 243 1165 967 448 415 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=0 8 1 1 4 4 4 6 6 6 0 0 4 7 7 7 0 8 6 7 6 8 4 0 0 8 4 6 7 6 split_gain=15.1606 5.03944 4.49865 3.59369 3.32219 3.40757 3.20727 3.05147 3.31151 3.17134 2.9896 4.19157 4.08286 2.84448 2.74235 2.60892 2.87757 2.84798 8.21986 2.96059 2.6915 2.52665 2.65982 2.43428 2.24258 2.46106 2.18388 3.46074 2.1573 2.14393 threshold=0.32026907801628118 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 7.3691543947335907 7.4268715355601502 7.3396382272272538 0.53522199392318737 0.48418529331684118 0.55165287852287304 0.32236011326313024 0.33593283593654638 5.8397386857376938 0.22166731208562854 0.098213501274585738 0.23645481467247012 0.3762121200561524 0.46428571428571436 0.012195987626910211 0.079202610999345793 0.19080440700054171 0.46428571428571436 4.2889548831738527 0.38338243961334234 0.40932813286781317 0.46428571428571436 17.327100982140248 0.35339796543121343 0.1650124937295914 0.77015903592109691 decision_type=2 2 2 2 2 2 2 2 2 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 29 6 -6 7 8 10 13 12 28 14 -9 -2 16 -7 18 -18 -19 -21 23 -23 -10 -4 -26 -22 -28 -12 -1 right_child=2 -3 24 -5 5 15 -8 9 21 -11 11 -13 -14 -15 -16 -17 17 19 -20 20 26 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0023930812605118907 0.040834550147406203 0.012721665531758583 0.0095755903813312844 0.0024323050286616547 0.052125981482914356 0.0018128203426469715 -0.026188806115246877 0.03031375738131219 -0.020711066296956498 0.0047010492455406526 -0.002276581804766802 0.0033910001169602817 0.03641306616214713 -0.012075913175391313 -0.0077882482314884077 0.031462714212824157 -0.041880245001352637 0.039076537111463562 0.026023513535582053 0.020747979925223519 -0.0061617590289455822 -0.0057387581683242652 0.050135348785899099 0.0064631563407238904 0.0079823859406999813 0.041555188066201364 -0.028319420495091476 0.035726912962744488 -0.015548720343835646 0.033332471266792632 leaf_weight=1213.7473439966925 1.2751539889723043 21.874048349025543 68.784872786054621 160.15087147813756 1.5261015575379122 61.489522928779479 3.6984889805316916 8.2026617899537069 14.94252854364459 62.672096869559027 29.581498417479452 115.63389466475928 5.0357155506499112 1.7241781838238228 5.7581266269553453 3.7964888568967572 1.7561283390969062 2.2116792262531844 18.573011095169932 6.0589905772358206 18.2564693344757 2.347931426018476 1.1386382265482096 3.7018864857964209 3.5788410727400324 4.3581837136298418 1.0359661076217883 2.8433899134397507 17.568330102556502 1.5136892953887571 leaf_count=16796 23 786 1331 2620 9 957 42 77 295 855 546 2099 51 44 111 42 23 69 170 143 239 23 19 82 28 64 10 31 317 35 internal_value=-1.85265e-11 -0.0015647 0.00467614 -0.0017919 0.00337233 0.00758966 0.0015583 0.00193898 1.30593e-06 0.00719648 0.00138514 0.000317014 0.0157917 0.0229512 0.0010272 0.00700384 0.00617642 0.0114649 0.0201577 0.00565314 0.00303132 -0.0109321 0.0125085 -0.0153156 0.0113179 0.0264171 -0.00181807 0.0186236 -0.00722187 -0.00234858 internal_weight=1864.84 1397.29 467.551 1375.41 390.829 117.548 273.281 269.583 196.984 72.5989 174.853 162.784 12.069 9.92684 7.03328 116.022 112.225 50.7356 20.3291 30.4065 28.1948 22.131 3.48657 18.6444 76.7219 7.93702 22.1358 3.87936 47.1498 1215.26 internal_count=27937 20237 7700 19451 6277 1693 4584 4542 3566 976 3147 2962 185 121 134 1684 1642 685 193 492 423 419 42 377 1423 92 280 41 863 16831 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=0 4 1 8 6 6 0 7 7 6 6 6 0 6 7 4 0 4 0 6 6 1 0 5 0 7 4 7 4 7 split_gain=14.7333 5.53322 3.87556 3.56489 3.21382 2.95796 3.35857 2.94268 3.44436 3.08216 2.9096 3.49321 3.22825 3.06143 5.07769 3.97239 2.63523 3.45097 2.72479 2.37965 2.71483 2.35528 2.31555 2.29322 2.29115 2.25598 2.19773 3.08868 2.33055 2.16488 threshold=0.28760881721973425 8.7617910712180489 1.0000000180025095e-35 0.73214285714285732 0.53924754261970531 0.55165287852287304 0.29904408752918249 0.14839909225702289 0.073560051620006575 0.08412554115056993 0.18883907794952395 0.0966337025165558 0.38338243961334234 0.32188710570335394 0.10628251358866693 14.804241112678104 0.28438821434974676 5.8045870245895772 0.28371055424213415 0.58040139079093944 0.5462741255760194 1.0000000180025095e-35 0.20976476371288302 4.9330445580954017 0.28855867683887487 0.10039460659027101 15.235665649406506 0.12651991844177249 14.240334341506205 0.079202610999345793 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 16 24 6 -6 8 -3 -9 11 26 -12 15 25 -14 18 19 21 20 -18 -1 -5 -4 -2 -15 27 -10 -29 -7 right_child=1 7 23 22 5 29 -8 9 10 -11 12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0027425756627057572 0.017675943280413491 0.023977741921894679 0.0068973503932750497 -0.0048694459203660655 -0.027741510665505346 -0.042940807237790916 0.026459064289054764 0.035106474575709506 0.022202203106043351 0.012189019448692238 -0.0083452512829108091 0.030186480752845926 0.012229371698541025 0.017082872637467834 0.036798083830514243 -0.045366671217971298 -0.01751135371534614 0.0081264112009537294 0.018276936232192748 -0.054576012150244969 0.050135447304229301 0.0017628824620713459 0.020299959634576412 0.038598731654996311 -0.00026963239398588868 -0.051581065506301906 -0.023519658167491485 -0.014253747994200643 0.048941128307152124 0.0046559693353761186 leaf_weight=960.7068511417383 6.5030342291574916 7.8571381971705696 99.469567740685306 4.8260616709594606 1.1501783495768894 0.86860920675098796 9.7611651087645424 6.0666893185116342 6.8210860262624937 40.812326759332791 25.158892126695719 6.4103652758058152 3.0196145391091687 0.76094070076942422 5.5445602065883577 1.6758557562716303 16.269573129480715 5.7380471762735388 5.8500186500605187 1.5125183099880803 0.55205479823052783 117.16080948954914 10.333280326987731 2.0969667825847855 416.05191950174049 0.99213624000549316 2.2656593136489382 5.0974084838526323 0.58554754033684719 87.217753102770075 leaf_count=12659 80 237 1950 253 17 9 103 129 134 558 456 118 33 27 62 22 291 113 103 12 6 1725 345 53 6953 10 36 87 11 1345 internal_value=-1.46986e-11 0.00329838 0.00219048 -0.00216237 0.00114641 0.00601174 0.0207457 0.00940403 0.00533099 0.0151548 0.00281934 0.0116932 -0.00223957 0.0105688 0.0227269 -0.00832718 -0.0023601 -0.0121776 -0.00214202 -0.0185322 -0.0152913 -0.00225285 0.0122871 0.00755186 6.54634e-06 -0.0217768 0.00366668 0.00859269 -0.00774242 0.00418662 internal_weight=1859.14 736.187 623.119 1122.95 521.553 98.9977 10.9113 113.068 66.1892 46.879 58.3321 21.1801 37.152 11.9931 7.29764 4.69547 1107.79 24.0722 1083.72 18.3341 16.8216 1077.87 15.1593 101.567 422.555 1.75308 14.7697 12.504 5.68296 88.0864 internal_count=27937 12430 10510 15507 8507 1474 120 1920 1233 687 996 386 610 154 99 55 14909 422 14487 309 297 14384 598 2003 7033 37 268 232 98 1354 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=0 8 1 4 1 7 0 0 4 4 6 6 0 0 4 4 6 7 4 4 0 8 6 6 7 6 8 4 6 0 split_gain=14.533 4.65387 4.23147 3.4778 3.40538 3.17973 3.01061 2.74876 2.99786 2.54492 2.72933 3.48772 2.94079 3.81459 3.65813 2.50923 2.43538 2.50988 2.27538 2.22878 2.12709 2.19006 2.09711 3.5861 2.07455 2.69348 2.50314 2.54367 2.07121 2.06369 threshold=0.32026907801628118 0.73214285714285732 1.0000000180025095e-35 7.3691543947335907 1.0000000180025095e-35 0.13020712137222293 0.33509652316570288 0.33861973881721502 16.480230363083688 7.3396382272272538 0.53522199392318737 0.48418529331684118 0.32236011326313024 0.34393528103828436 5.8397386857376938 6.5814386225091388 0.55165287852287304 0.22166731208562854 7.4268715355601502 6.2599681625794785 0.40932813286781317 0.46428571428571436 0.50882095098495495 0.48590882122516638 0.10322001203894617 0.15002845972776416 0.22500000000000003 5.019556079463821 0.70225954055786144 0.31707714498043066 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 19 6 -5 -8 22 10 11 12 14 24 -2 -13 17 -12 -7 -1 -4 -22 23 -9 25 -14 -27 -28 29 -21 right_child=2 -3 20 5 -6 18 7 8 -10 -11 16 15 13 -15 -16 -17 -18 -19 -20 28 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0027865613635910127 0.001892843701016734 0.012299990839505677 0.0093807017605369823 -0.014280636571871536 0.0023747410723502882 0.05025038071167718 0.035319351495325974 -0.0007550002423372692 0.028023979218145121 -0.024484031188671394 0.027266114434917079 -0.0085224190830119253 -0.011736128250093269 0.0042315776954957498 0.035466625972970518 -0.047225086188677275 0.0045667613477712648 -0.012337848762633902 0.011116458122803513 0.0013830043471567146 0.0086466555950474137 0.040594286839419881 0.018439146933546494 -0.054903767175756554 -0.0075324396328356772 0.03233242000586662 -0.016805782247119188 0.04775836696918076 0.037390377055721423 -0.017497042133788061 leaf_weight=1054.2477828956762 7.1292633014963922 21.556988495023688 68.433960301161278 8.6151743012014759 159.3171360270353 1.3648924641311158 2.5681089903227976 26.209461977763571 3.9035220220684996 3.3546656481921664 8.3609000705182535 19.708938872674484 4.6737582271452975 93.668671553430613 4.9479183189105242 1.6325322799384583 62.451564460992813 1.7398846265859891 65.860129155684263 149.4274824107415 3.5682293279096475 4.2093172608874738 4.8160180430859318 1.1490023685619224 56.044660760526313 4.2736256725620478 2.5141981368651618 0.70267581474035967 1.3991158008575428 5.3987709567882112 leaf_count=14619 134 786 1331 162 2620 5 42 473 57 42 77 396 76 1682 51 23 855 44 832 2115 28 64 84 38 1038 92 56 18 10 87 internal_value=3.8578e-11 -0.0015307 0.00461079 0.0033344 -0.00174835 0.00771895 0.00175612 0.00533111 0.00319648 0.00148349 0.00180872 -3.70725e-05 0.00136716 0.000301732 0.0156477 -0.011483 0.00677723 0.0204442 0.011911 -0.00229102 0.0110703 0.0259372 0.000184325 -0.00302914 -0.00509497 0.00613522 0.0172862 -0.00270275 0.00105303 0.00072466 internal_weight=1853.25 1391.35 461.901 385.69 1369.79 114.486 47.2613 38.6461 36.078 271.203 267.849 195.296 173.955 161.878 12.0772 21.3415 72.5523 10.1008 67.225 1210.47 76.2115 7.77755 32.1745 27.3585 68.2089 12.1643 7.4905 3.21687 156.225 154.826 internal_count=27937 20237 7700 6277 19451 1693 856 694 652 4584 4542 3566 3147 2962 185 419 976 121 837 16831 1423 92 595 511 1280 242 166 74 2212 2202 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=0 4 4 8 6 4 0 1 6 6 0 0 6 4 0 5 2 7 4 6 4 0 0 6 6 6 7 4 0 6 split_gain=14.0712 4.7185 4.88481 3.93634 2.91159 2.92428 2.97745 2.85552 2.65885 2.56153 4.0479 4.12734 3.3502 3.06439 2.71031 2.48343 2.3902 2.3426 2.31691 2.82721 2.73976 2.33041 2.27497 2.75878 2.27349 2.67569 3.10239 2.2105 2.18315 2.10293 threshold=0.30130723118782049 8.1524438557327006 8.0764727197248813 0.2678571428571429 0.012195987626910211 5.444122169502335 0.25481888651847845 1.0000000180025095e-35 0.58249711990356456 0.21600706130266192 0.23807799071073535 0.12762274593114856 0.22992808371782306 9.8090814256650631 0.24542410671710971 6.9240744798897653 1.0000000180025095e-35 0.11521006748080255 7.9690821075708778 0.20477745682001117 6.9293617412736932 0.23035723716020587 0.2224516645073891 0.20733605325222018 0.23710254579782489 0.24510721862316134 0.21549376845359805 8.3430480616909453 0.42733119428157812 0.25151149928569799 decision_type=2 2 2 2 2 2 2 2 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 7 15 5 -5 -7 16 -3 10 11 -6 -11 17 -12 29 28 -14 20 21 22 -20 23 -13 -19 26 -26 -10 -2 -1 right_child=1 8 -4 4 9 6 -8 -9 27 12 14 18 13 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0016390648986323126 0.0010761622049847582 0.0074815072041620389 -0.035853729334842432 -0.010612080813925414 -0.033660939959040972 0.033066716522893135 0.0086846446184230437 0.007761978794932501 -0.019681651087694686 0.020046977864362239 -0.033763057801879603 -0.0035044711107355768 -0.012159821986021052 0.015471040339127872 -0.0075496472647792207 0.015498456794651172 0.037207327538747975 -0.02768165986480468 -0.012213223678552296 -0.057856250586165614 0.041700757802931837 0.050452161769028732 0.02302043429703288 0.022946576428467126 0.03673290814887329 0.0010606177472386776 -0.021607544074075717 0.028226161895560747 0.017858792491501522 -0.0044654897248329528 leaf_weight=552.86588699853746 391.71750844480994 124.18210208090022 2.9988078691530964 5.0955205040518221 2.4908711966127148 5.8512135368655462 19.62987059855368 79.134509891737252 0.95936540514230628 9.3703000750392658 3.8664677254855624 16.500136754242714 12.714098951430058 12.77562913764268 43.354977113893256 6.6845886468072413 1.6825049300678063 2.3590843382116864 2.9946924108080561 1.0056056724861262 2.1957914964295915 0.65002844110131253 6.0803221361711612 4.5211108773946753 3.7519634724594644 101.76185533877288 1.0499094300903378 8.9839678159914893 7.1024833039846262 414.56650840680231 leaf_count=6758 6530 1958 48 124 49 96 312 1605 9 146 57 170 237 174 664 85 66 52 60 6 25 8 70 22 39 1814 9 108 126 6510 internal_value=-8.72337e-12 0.00369914 0.00231586 -0.00185165 0.00144306 0.0101347 0.0142835 0.00255451 0.00867673 0.000274587 -0.00389919 0.003613 0.0027031 0.001494 -0.00969599 -0.00272434 0.00152557 2.59826e-05 0.00634793 -0.0133238 0.0094704 -0.00103698 0.00685906 0.00218445 0.00144838 0.00209325 0.023977 0.0236039 0.00137504 -0.00285025 internal_weight=1848.9 616.761 482.636 1232.14 258.019 30.5766 25.4811 479.637 134.125 227.443 83.66 36.4386 143.783 134.413 47.2214 974.117 400.502 121.637 33.9477 4.65033 29.2974 3.64472 27.1016 21.0212 108.923 106.564 4.80187 9.94333 398.82 967.432 internal_count=27937 10450 8375 17487 4134 532 408 8327 2075 3602 1131 410 2471 2325 721 13353 6722 2151 361 74 287 68 262 192 1914 1862 48 117 6656 13268 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=0 8 4 1 7 6 5 7 5 0 7 6 7 6 6 7 6 6 4 8 7 6 0 0 6 7 6 0 0 6 split_gain=13.6736 4.30897 4.10992 3.57226 2.51452 2.20969 2.14249 2.1384 2.15614 2.12282 3.26284 2.05096 2.04163 2.03615 2.2788 2.75269 3.14132 2.44431 3.82116 3.0735 2.78281 3.93875 3.79802 3.52532 4.69576 3.9583 4.49155 3.30961 3.68077 3.00561 threshold=0.32026907801628118 0.73214285714285732 6.373306629157784 1.0000000180025095e-35 0.13337556272745135 0.34058135747909551 6.9240744798897653 0.17132436484098437 7.620172048983699 0.32830090820789343 0.10382096841931344 0.28231169283390051 0.069068975746631636 0.60934308171272289 0.2432506009936333 0.19701591134071353 0.24148909002542499 0.078136764466762557 6.8770600050656272 0.22500000000000003 0.16098802536726001 0.16479841619729999 0.24777165800333026 0.15217817574739459 0.088916894048452391 0.10251806676387788 0.11530225723981859 0.26105532050132757 0.26385782659053808 0.17272814363241198 decision_type=2 2 2 2 2 2 2 2 2 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 13 5 9 -2 -8 -9 10 -4 -3 -7 14 15 17 -17 18 -1 -20 23 22 -22 24 -19 -26 -27 -24 -29 -25 right_child=2 11 4 -5 -6 12 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 20 19 -21 21 -23 27 29 25 26 -28 28 -30 -31 leaf_value=-0.0073775326511955315 0.0019459925649063731 0.021992880580245806 0.0096672220792711205 0.0025528373260899542 0.010897823077887749 0.0362260664258943 0.043220047523448733 0.031559417739386142 -0.025775217580516832 0.0014529695720722057 -0.041573874147742634 0.0033225057440676173 0.0074675549531174499 0.0027566208184755512 -0.0040546180729925628 0.0019216577458048879 0.045705454342342439 0.055956520836832065 0.042963109072551388 0.0028943498536036058 -0.026001106468053464 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0.00338799 0.00228117 0.022496 0.00248927 -0.00117271 -0.020272 0.0118972 0.0102731 -0.00224872 -0.00255214 -0.00135231 0.00239482 -0.00239752 -0.0055507 0.00676367 -0.000986926 -0.00624618 -0.0157607 0.000406646 0.0145548 0.0077369 -0.000107304 -0.00257327 -0.0116427 -0.000423495 internal_weight=1843.08 1385.64 457.435 1364.32 172.846 63.3334 284.588 4.64173 2.36174 38.0975 4.60447 21.3229 25.2359 1206.65 1137.68 632.552 137.96 494.593 152.872 19.7487 341.721 71.5805 25.3118 270.14 14.972 12.855 10.5194 11.0639 8.47469 255.168 internal_count=27937 20237 7700 19451 2705 1237 4995 61 44 797 89 786 440 16831 15935 7906 1852 6054 2026 283 4028 841 324 3187 123 115 83 162 134 3064 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=0 8 6 7 1 0 6 7 0 6 5 8 6 7 6 6 6 7 0 0 0 0 0 8 0 7 7 6 5 0 split_gain=13.2835 7.25322 3.12969 3.27136 3.07136 3.50213 2.96084 3.6071 3.06117 2.90467 2.74145 2.69811 3.70821 2.5919 2.5521 3.67907 3.61841 3.87281 3.40129 3.53258 4.61535 3.32811 2.46843 2.39017 2.34961 2.27424 2.92342 3.2979 2.26771 2.77187 threshold=0.36328005790710455 0.2678571428571429 0.54385313391685497 0.16872332990169528 1.0000000180025095e-35 0.1456677243113518 0.55165287852287304 0.19701591134071353 0.29904408752918249 0.37254446744918829 4.8769348854119734 0.22500000000000003 0.3075620979070664 0.28124247491359716 0.25151149928569799 0.25355765223503118 0.0966337025165558 0.19918300211429599 0.24953934550285342 0.12762274593114856 0.12311408668756486 0.11601475998759271 0.36204144358634954 0.35416666666666669 0.22922080755233767 0.11350248754024507 0.10382096841931344 0.18576741218566897 6.3985309064871325 0.23035723716020587 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -6 7 -5 13 11 -2 -7 25 -9 16 -16 17 -1 19 20 21 -19 28 -24 -15 26 27 -13 -3 -30 right_child=10 22 3 6 5 9 -8 8 -10 -11 -12 12 -14 24 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0071854059512681291 0.0066551533472672484 0.0022267265352012866 0.013109389869555526 0.048026594644474667 -0.01842741453416535 0.0062421475772577667 -0.0013484115803735967 -0.047005247931617859 0.043212919425460954 0.023910596418545406 0.023924856533422009 -0.031698448268829164 0.014101278097078829 0.028908394085452257 -0.041742472571061333 -0.0046445559711246606 0.00015442042995110925 0.032442022623109197 0.014216909301821703 -0.0047250818836038445 0.051242580107449205 -0.042498909117910696 -0.044575478826031807 0.024941859200717575 -0.036837288679309334 -0.020377357024546735 0.032692735158812013 0.029643088217583401 -0.0045043309797696152 0.02603869696435834 leaf_weight=162.82720670761773 185.1846329330001 425.14795854544354 21.686642036947887 2.4739405782893291 6.6106995252193874 56.73657892330084 86.778332589427009 1.1987719174940141 1.2626952319405971 6.2591284613590679 8.6596588743850571 2.5638913679868049 6.2054313078988335 1.5140468621393668 2.4199516812805077 414.91957830119645 346.43276027320098 0.96344651468098108 14.613888744388531 45.917809251623112 2.4296387964859605 1.1946794311515985 1.8394733145833009 0.58723002590704698 0.72275565192103375 11.818236518651245 1.9325121147558091 1.1393345571123061 4.076492138206957 7.7737837296444923 leaf_count=2126 2870 7216 357 21 114 1043 1222 16 10 165 100 56 101 35 55 6765 4331 63 259 521 12 16 22 21 3 181 42 47 43 104 internal_value=3.89711e-11 -0.000877788 -0.00208476 0.00260696 -0.0025848 0.00262005 0.000182676 0.0187077 0.00326939 0.0042257 0.00742665 0.00269316 -0.00581751 -0.0114113 -0.00307429 -0.00485967 -0.00177705 -0.00471249 0.00147089 -0.0022172 0.0228836 -0.00904323 0.00241997 -0.0277532 0.00766465 -0.0128993 0.00278244 -0.0128261 0.00258753 0.0155319 internal_weight=1833.89 1640.05 1200.62 115.637 1084.98 93.2658 93.9505 7.17221 4.69827 86.6551 193.844 80.396 23.6594 3.43557 991.719 417.34 574.379 227.947 65.1195 50.5056 4.58776 2.15813 439.425 2.4267 2.2368 17.454 5.63574 3.70323 436.998 11.8503 internal_count=27937 24967 17561 1664 15897 1749 1307 85 64 1635 2970 1470 427 54 14148 6820 7328 2997 871 612 91 79 7406 43 38 326 145 103 7363 147 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=0 4 8 0 6 4 0 6 1 2 6 0 0 6 0 6 7 0 6 5 6 6 7 6 4 6 6 7 7 0 split_gain=13.3703 4.47681 4.11888 2.652 2.54065 2.65877 2.83847 2.50395 2.35172 2.34583 2.33281 4.12092 3.48406 2.89092 3.92872 2.67225 2.28523 2.13825 2.10307 2.10114 2.07932 4.00853 2.74635 4.02501 5.04927 3.73801 3.84005 3.23589 2.99536 6.77344 threshold=0.30130723118782049 8.1524438557327006 0.2678571428571429 0.41439051926136022 0.012195987626910211 5.0285473307390367 0.25481888651847845 0.58249711990356456 1.0000000180025095e-35 1.0000000180025095e-35 0.21600706130266192 0.23807799071073535 0.12762274593114856 0.24510721862316134 0.28678199648857122 0.20477745682001117 0.19701591134071353 0.30291011929512029 0.0063455922063440093 6.9240744798897653 0.25151149928569799 0.25355765223503118 0.21515253931283954 0.081325110048055663 6.5250499573333594 0.21398246288299563 0.18047484755516055 0.33292430639266973 0.28124247491359716 0.17889278382062915 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 19 8 5 -4 -7 -3 9 18 11 12 -6 14 -12 -13 -14 -10 -2 20 22 -22 23 24 -1 26 28 -27 -24 -30 right_child=1 7 4 -5 10 6 -8 -9 17 -11 13 15 16 -15 -16 -17 -18 -19 -20 -21 21 -23 25 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0082084613596005839 -0.0057801838162664472 0.0073344771041746644 -0.011979831686303623 0.014188460533645244 -0.03089441136765975 0.031984493625479407 0.0080712243401523734 0.023200582174370508 0.042257203471486537 0.036939629859665694 0.0056775505572827061 -0.0066964902036559552 0.0039478650298604761 0.0011386181150829253 0.037304540505230639 -0.028335310956040617 0.029453528341886963 0.0060053754712301489 0.0015071020264174838 0.014106084545212325 -0.041860286830384931 -0.0042149587999449553 0.0073345286725599885 -0.00069378222951041262 0.01730932649923287 0.02311070484914856 -0.016656688370701698 -0.04686823077578129 -0.032243694224851599 0.0063553196778227848 leaf_weight=130.22982379171299 39.735412438370986 123.49641560961027 4.3510456704534617 16.216857735649683 2.3803558368235818 5.7368588427780223 20.187677912850631 9.6518160707782936 1.4943946474231768 1.6193617940880347 13.649727401527345 40.827235522447154 29.434859669650905 125.15490936490824 4.7702757953666142 5.8755024038255206 3.5419893267098805 72.801338944234885 345.99822755286004 6.6304857536451882 2.5616580004570997 408.30659242726688 48.313234065077268 316.03087944351137 7.3740422378759822 10.786075967858775 9.8284419055562449 0.62940819561481554 6.2501235746531192 11.847960380844595 leaf_count=1746 700 1958 117 248 49 98 317 117 37 66 201 635 292 2201 69 86 69 1547 5777 85 60 6450 650 3662 105 157 116 10 113 199 internal_value=-5.94412e-11 0.0036198 -0.00182082 0.00226431 0.00156056 0.00972087 0.013363 0.0084846 0.00184544 0.000907687 0.000465617 -0.00356927 0.00415726 0.00277175 0.0138681 -0.00941879 0.00668739 0.00673455 0.00075642 -0.00272334 -0.00284054 -0.00444967 -0.00161912 -0.00255845 -0.00684099 0.00324214 0.000844914 0.0192523 0.00343504 -0.00697474 internal_weight=1825.71 611.014 1214.7 477.866 255.91 30.2756 25.9245 133.148 461.649 387.353 225.635 82.0599 35.3572 143.575 18.42 46.7027 32.9768 74.2957 385.734 958.789 952.158 410.868 541.29 453.635 137.604 87.6552 76.2398 11.4155 66.4113 18.0981 internal_count=27937 10450 17487 8375 4134 532 415 2075 8127 6543 3602 1131 410 2471 270 721 361 1584 6477 13353 13268 6510 6758 5513 1851 1245 1078 167 962 312 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=0 0 8 6 5 4 0 6 0 0 6 0 8 6 0 6 0 4 4 7 4 6 1 6 4 7 2 7 6 5 split_gain=13.3556 4.19445 3.71698 2.56873 2.55926 2.40324 2.49357 2.31919 3.4615 3.90702 2.68161 2.46518 2.71602 2.23213 2.94748 2.37032 2.23016 2.20408 2.19114 2.8583 2.53873 2.66716 2.16103 2.18998 2.9184 2.60119 2.18059 2.11602 2.10534 2.0969 threshold=0.30130723118782049 0.36328005790710455 0.2678571428571429 0.012195987626910211 4.8769348854119734 5.0285473307390367 0.25481888651847845 0.21600706130266192 0.23807799071073535 0.11917395517230035 0.22992808371782306 0.24953934550285342 0.46428571428571436 0.13069976866245273 0.38173092901706701 1.0000000180025095e-35 0.41439051926136022 9.8090814256650631 7.9690821075708778 0.075659349560737624 6.9293617412736932 0.10812821984291078 1.0000000180025095e-35 0.27783079445362097 6.0252173556840605 0.14878547191619876 1.0000000180025095e-35 0.16468134522438052 0.18576741218566897 6.9240744798897653 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 29 5 13 -4 -7 8 9 -5 -9 -10 28 14 15 -3 -16 -12 20 -20 21 -11 26 24 -24 -26 -2 -15 -13 -1 right_child=1 4 3 7 -6 6 -8 10 11 18 17 12 -14 27 16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0028046212290160763 0.0008078601991021358 0.012570142038282535 -0.011178476064589661 -0.045262908825630679 0.023328951092262365 0.031008386613787752 0.0082311897919323564 0.018124101181961279 -0.026870743339292555 0.031689507794864243 0.00024624480886369999 0.0030711862788011884 -0.017233540019355408 0.008609784877587531 -0.0047368819387447756 0.036423435480117311 0.015652001916539864 0.013359640828372052 0.034341647045298032 -0.02655404922312599 0.040565716153930523 0.0024577642139829462 -0.0037054444241295982 0.013001261095345122 0.00571315587833599 0.036243264743986363 0.036694436114163523 0.0014940341948832118 -0.020980125708513046 0.014142136481100171 leaf_weight=946.56831113545923 346.31667287944583 8.3164780165534449 4.2899774017278132 1.4358580000698555 8.5355963148176652 5.4913137654075426 20.380172373115784 9.3430301065091026 6.199279908090829 3.1718437774106922 120.74778454319312 21.249206811189655 13.719989909324793 73.14447282277979 9.480430638650434 6.827265079598873 9.8392975438619015 12.754064055159686 0.86403176188468833 3.5191431241109967 2.0286395656876257 24.570427826838568 25.781617453612853 29.296562241623178 9.5408951723948103 3.4090891364030531 1.5306196422316123 77.423476983560249 3.872523965779691 6.6171813139517317 leaf_count=13268 5974 106 117 37 100 98 317 146 94 46 2151 304 253 1251 197 89 184 174 11 63 25 228 548 660 181 50 67 1043 70 85 internal_value=2.94131e-11 0.00362008 -0.00182813 0.00139945 0.00726811 0.00961739 0.0130657 0.000290311 -0.00377745 0.00321522 0.00258642 -0.00930284 -0.00649893 0.00652722 0.0134145 0.0233239 0.00564692 0.00149903 0.00525327 -0.01455 0.0081689 0.0057999 0.00192213 0.00681225 0.00213089 0.0137502 0.000965771 0.0049508 -0.000636332 -0.00268697 internal_weight=1816.27 609.442 1206.82 253.637 193.567 30.1615 25.8715 223.476 80.6309 35.5899 142.845 45.041 38.8417 185.031 34.4635 15.1437 19.3197 133.502 34.1541 4.38317 29.7709 27.7423 415.875 68.0282 38.7316 12.95 347.847 150.568 25.1217 953.185 internal_count=27937 10450 17487 4134 2970 532 415 3602 1131 410 2471 721 627 2870 576 195 381 2325 373 74 299 274 7480 1439 779 231 6041 2294 374 13353 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=0 4 1 1 6 6 0 4 0 0 2 6 7 0 4 7 0 4 6 6 7 8 6 7 0 4 6 6 0 0 split_gain=13.3439 4.25642 3.32911 2.68884 2.43668 2.4015 2.46611 2.37272 2.2375 2.11345 2.09038 2.028 2.6858 2.81087 4.89947 3.30502 2.98644 2.91759 3.49045 3.60781 2.85217 2.88095 2.74265 2.71147 2.63023 2.58516 5.17017 3.62569 2.8499 2.76906 threshold=0.30130723118782049 8.1524438557327006 1.0000000180025095e-35 1.0000000180025095e-35 0.58249711990356456 0.62243640422821056 0.20976476371288302 18.230563520264287 0.30291011929512029 0.3251031786203385 1.0000000180025095e-35 0.25801779329776769 0.23463609814643863 0.27914373576641088 9.3268593753332567 0.098213501274585738 0.26626858115196234 6.373306629157784 0.078136764466762557 -0.056451981887221329 0.17849697172641757 0.18333333333333338 0.24148909002542499 0.10442589595913888 0.2814635187387467 7.2829959206998724 0.17599163949489596 0.048735044896602638 0.21220965683460238 0.22804515808820727 decision_type=2 2 2 2 2 2 2 2 2 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 5 10 -3 7 -7 11 -5 -10 -2 12 13 14 16 24 17 18 19 -1 21 -19 -18 -17 -15 26 27 -23 -27 -30 right_child=1 4 -4 8 -6 6 -8 -9 9 -11 -12 -13 -14 15 -16 23 22 20 -20 -21 -22 25 -24 -25 -26 28 -28 -29 29 -31 leaf_value=0.036984907341331613 0.0011652598041184108 0.0072462978216825402 0.0026408941345263661 0.041848876320693229 0.023062913700160812 -0.0017548872533787237 0.01077041319677868 0.029092003682016518 -0.0015024127589536478 0.0097322799255548532 0.036523048075949027 -0.0043663440508933645 0.0041234941508994771 0.025114920637614901 -0.023729697308338283 0.03368236138927562 -0.011647829528819365 -0.048926529377855514 -0.0008067156199629647 -0.0082662705139408561 0.031348579135898287 0.034796297026081086 0.017604091383354649 0.0047232168858571018 -0.012432448981678357 0.031629544432548888 0.051302825441603028 -0.013558794642095728 -0.052527534629720256 -0.0043534338156858213 leaf_weight=1.6129673137329508 396.09715675062034 123.45346348802559 133.36761040886631 1.6614624341018487 9.436329592484979 33.369557958096266 24.559971049719024 2.1050709616392842 20.755003136553569 55.01738699778798 1.5106030086753879 425.83666971216007 64.618369378236821 1.8760120887309337 10.311097039608283 3.0636707111261776 45.648572627280373 0.89757942035794869 263.38754286110634 93.874736223195214 4.0047668488696209 2.0861915461719054 3.0793201522901645 57.969603183446452 15.997272046515716 1.6248504132963706 2.822998589836061 4.2155789362732321 1.2729048253968338 6.8673986587673426 leaf_count=20 6703 1958 2168 37 117 462 458 22 500 1069 66 6891 1055 38 152 71 688 6 2839 1169 50 23 41 874 266 15 25 59 10 85 internal_value=3.72748e-11 0.00362332 -0.0018288 0.00229563 0.00836941 -0.00238534 0.00355538 -0.002725 0.0074101 0.00665496 0.00129959 -0.00279125 -0.00164515 -0.00236115 -0.00329285 0.00285433 -0.00280437 -0.00191366 -0.00258813 -0.00750189 0.00825998 0.00358711 -0.00979928 0.00617687 -0.00849141 0.00608236 0.0175633 0.00244909 -0.00464571 -0.0118865 internal_weight=1812.4 607.931 1204.47 475.042 132.89 1071.1 57.9295 1013.17 77.4339 75.7724 397.608 1011.07 585.231 520.613 441.707 78.9066 431.395 382.668 358.875 95.4877 23.7923 19.7875 48.7279 61.0333 17.8733 18.8899 9.12477 6.30177 9.76515 8.1403 internal_count=27937 10450 17487 8375 2075 15319 920 14399 1606 1569 6769 14377 7486 6431 5182 1249 5030 4301 4028 1189 273 223 729 945 304 217 107 82 110 95 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=0 0 4 4 1 8 7 5 1 6 0 6 0 7 0 0 6 7 0 7 4 3 0 7 7 7 3 6 0 6 split_gain=12.9777 4.0474 3.40834 3.95177 3.0298 2.87886 2.42034 2.35884 2.12904 2.11247 2.90488 2.25094 2.06565 3.67048 3.42563 9.56913 6.78953 4.97018 4.49922 4.42094 4.11341 3.42827 3.38409 3.19266 4.74772 3.33749 3.3953 3.09325 2.81713 2.65473 threshold=0.30130723118782049 0.36328005790710455 5.8397386857376938 5.9275776319288873 1.0000000180025095e-35 0.73214285714285732 0.26479019224643713 4.8769348854119734 1.0000000180025095e-35 0.13069976866245273 0.38173092901706701 1.0000000180025095e-35 0.23445418477058413 0.24255027621984485 0.2236462086439133 0.22607677429914477 0.057358236983418472 0.14015202969312671 0.23035723716020587 0.1297457963228226 4.437744198603955 1.0000000180025095e-35 0.23635840415954593 0.18032167851924899 0.18737410008907321 0.22648720443248752 1.0000000180025095e-35 0.5462741255760194 0.24953934550285342 0.25801779329776769 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 4 -4 12 6 -5 9 -2 10 11 -3 14 28 -1 16 -16 19 20 21 -19 -17 -15 -20 -25 -26 -27 -24 -14 -30 right_child=1 7 3 5 -6 -7 -8 -9 -10 -11 -12 -13 13 22 15 17 -18 18 23 -21 -22 -23 27 24 25 26 -28 -29 29 -31 leaf_value=-0.002854485147676198 0.00095428734765929356 0.012436025718720102 0.030426442183369633 -4.1135920599963596e-05 0.0022579727687191335 0.015151018952516403 0.048964354974463588 0.022615167272927061 0.0067857400767600481 0.0049207213260761117 0.0054262190231018212 0.035741012079709207 -0.010218605067782926 -0.036283844936933284 -0.034790800091437424 -0.011120646098357346 0.029581933717248054 -0.018882890734088636 -0.01129711911301462 0.033447179668941049 0.034707165133658263 0.017421168404100535 0.0018271518862890621 0.047826970952340141 -0.024575789195443704 0.028477790145855587 -0.015967379738867006 0.023770298525534139 -0.0014933920175655988 -0.0074852908619464763 leaf_weight=435.08204074053356 346.46591690724017 8.1894063460640592 4.3141084611415854 156.05717874591937 108.96882634493522 12.594531417104006 0.9123478140681972 8.5023520318791252 67.291062230360694 150.08865044789854 19.113240320584737 6.849923738744109 88.649477932194714 1.7421020581386972 1.6265874626114989 8.0636721397750097 15.782803410664199 22.806556894589452 8.2899100203067082 5.6088348273187867 1.3662959858775128 7.1422065990045658 26.665674127390957 2.7133404463529578 2.8182543027214688 4.7638417264679447 2.2908114148303866 7.3824582961387923 155.36540683917701 116.40969169323216 leaf_count=5754 6041 106 31 2307 1744 358 28 100 1439 2294 381 89 1330 18 23 119 151 243 107 36 14 78 512 17 39 57 24 128 2249 2120 internal_value=2.11262e-11 0.00357535 -0.00181094 0.00207235 -0.00247063 0.00135095 0.000243697 0.00716603 0.00190268 0.00645308 0.0131873 0.0230507 -0.00303404 -0.00466479 -0.00178753 0.00378703 0.0235675 -0.00144143 -0.00704322 0.0106824 -0.0158539 0.00228545 0.0044983 0.00315879 0.0126801 0.00302085 0.0140454 0.00658496 -0.00557469 -0.00405991 internal_weight=1803.92 606.501 1197.42 173.878 1023.54 169.564 156.97 192.744 413.757 184.241 34.1526 15.0393 914.57 396.215 518.355 83.2731 17.4094 65.8637 45.049 20.8147 24.1729 15.2059 35.7902 20.8762 12.5862 9.87291 7.05465 34.0481 360.425 271.775 internal_count=27937 10450 17487 2724 14763 2693 2335 2970 7480 2870 576 195 13019 6357 6662 908 174 734 501 233 257 197 658 244 137 120 81 640 5699 4369 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=0 0 1 4 4 0 7 4 0 6 6 7 8 1 4 7 7 4 6 6 4 6 4 6 7 7 6 6 6 4 split_gain=12.7866 4.01768 2.92196 2.81625 3.40604 2.42866 2.90879 2.24514 5.74152 3.40524 2.54064 2.24127 2.18838 2.15209 2.28188 2.48099 2.82935 2.20205 2.05468 4.05249 2.01684 2.80294 2.01652 2.00246 1.95721 2.00244 1.98037 3.44985 3.56764 3.48541 threshold=0.29904408752918249 0.36328005790710455 1.0000000180025095e-35 5.8397386857376938 5.9275776319288873 0.29749307036399847 0.26479019224643713 5.6270368786373597 0.15014769881963733 0.012195987626910211 0.20477745682001117 0.21582838892936709 0.69047619047619058 1.0000000180025095e-35 11.44983271641537 0.11211706697940828 0.10147566720843317 10.522545340549277 0.54385313391685497 0.55165287852287304 6.0252173556840605 0.15002845972776416 10.081016401574114 0.4334400892257691 0.17660862207412723 0.24028581380844119 0.29942367970943456 0.42774425446987158 0.47875653207302099 14.134587874459088 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 7 -5 6 -6 -1 -9 -10 -11 -7 24 14 17 16 -16 18 22 -20 21 -15 -2 -19 -3 26 -26 -28 -29 -30 right_child=1 12 -4 4 5 11 -8 8 9 10 -12 -13 -14 20 15 -17 -18 23 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.0028298486832235921 -0.00046339833432613656 0.0089604571736597444 0.0023759462724685962 0.034564643234617214 0.00059672231662995397 -0.0078638767706098612 0.022103652341532644 0.048007591797054557 0.028986249423230706 -0.038510132901363382 -0.0095283029326464867 -0.057910820590593347 0.019943947060919974 -0.013140274511844708 0.0065241025462532904 0.017074515856162688 -0.040387413419991684 -0.0078820060887866642 0.034249815775352771 0.003695734710028251 0.01297778641364385 0.0063698474187066827 0.034948707702910392 -0.046969448617855319 0.0091663841762266562 0.035165377779087542 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0.0105482 -0.00579083 0.000347225 0.00069181 0.00632864 0.00668576 0.00255022 -0.000283714 -0.0164107 0.0062723 0.0026548 0.00193695 -0.00132614 0.00213896 -0.000754758 internal_weight=1793.56 626.231 1167.33 1036.86 144.085 141.334 137.445 892.775 13.437 12.2567 11.1527 3.8893 192.329 433.902 364.145 20.9398 5.97673 343.205 336.29 49.613 69.7577 42.092 286.677 6.91495 181.141 77.222 75.5537 52.0571 43.3336 38.9337 internal_count=27937 10780 17157 15044 2215 2192 2140 12829 193 188 178 52 2970 7810 6316 337 139 5979 5859 902 1494 1011 4957 120 2649 957 928 628 513 452 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=0 1 4 4 4 4 4 0 0 0 6 6 0 7 0 7 6 6 0 6 4 0 0 7 0 7 0 0 6 6 split_gain=12.6766 4.7997 3.67086 3.50765 3.57906 3.51606 3.02175 3.81364 3.7126 3.05914 2.96457 2.67066 2.56514 3.79351 3.25788 5.30328 3.15227 3.37673 3.1246 3.2801 3.06519 3.01847 2.90832 2.69304 3.0184 2.93919 2.63185 2.5865 2.89878 2.54162 threshold=0.29199722409248358 1.0000000180025095e-35 4.5567781820850657 7.3691543947335907 7.3396382272272538 7.4268715355601502 4.750962284912787 0.2469480559229851 0.26105532050132757 0.16250057518482211 0.53522199392318737 0.55165287852287304 0.23445418477058413 0.25187180936336523 0.2236462086439133 0.14015202969312671 0.074859566986560835 0.26109755039215093 0.22607677429914477 0.12275208905339242 4.522066880234946 0.23635840415954593 0.23247854411602023 0.17182986438274386 0.23247854411602023 0.18737410008907321 0.22922080755233767 0.22922080755233767 0.60292211174964916 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 4 10 -5 7 9 -9 -4 -2 -12 14 -14 20 16 -16 -18 29 23 -1 -15 -19 26 25 -25 -20 -21 -29 -17 right_child=1 -3 6 5 -6 -7 -8 8 -10 -11 11 -13 13 21 15 18 17 22 19 27 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.002276262735215813 -0.00017630904509710531 0.0090599570506477052 -0.01981569943502472 0.050356330834040272 -0.024141440756990092 0.0057798883301138125 0.00088899097947507232 -0.04517440202720388 0.044541495005104181 0.037792598636809449 0.018521929800565929 0.0038257165977026251 -0.0054996211800802794 -0.037669325332271887 -0.011587778507849056 -0.041154829242597196 0.024793447115297764 -0.018697681391610772 0.023646369286000064 -0.021434853247786004 -0.047753467814732914 0.009673718141715781 0.029756503243798693 0.05693221513099174 0.054844796395252124 -0.0064369896527489848 -0.035142560990615378 -0.0065319971809697881 0.042798194799534436 0.015750849726830222 leaf_weight=462.85757133414154 335.773586135183 107.46790679343394 0.96770475897937824 1.6113101560622443 5.1146745756268492 136.65995899483096 196.82429763236723 1.3662835983559487 0.59630808513611544 5.813354060985148 13.086214015493168 74.402734217292164 345.62311013729777 1.2832078677602137 3.5132059850730029 0.75601641647517581 18.561053945682946 3.4073556289076796 1.1014510076493009 11.899518067017199 1.337723659351467 21.853571357460169 1.6570367831736801 0.84585534129291806 1.7832493465393779 2.9778032945469022 1.8141696676611898 15.453055465128275 1.1520155984908331 10.760225394275038 leaf_count=6197 5976 2178 14 13 72 2185 3079 16 19 61 157 1189 5402 14 61 11 178 56 17 161 16 423 9 7 11 41 31 213 20 110 internal_value=1.95718e-11 0.00324725 -0.00196465 0.00214484 0.000803848 0.00629935 0.00165561 0.0189126 -0.0179154 0.0295715 0.00110529 0.00602391 -0.00278369 -0.00471236 -0.00146633 0.00430526 0.0149263 0.0188691 -0.00163255 -0.00587727 -0.00240732 0.00704799 -0.00284378 0.0104524 0.0226132 0.00758131 -0.0129335 -0.0107597 -0.0031096 0.0120151 internal_weight=1788.32 674.116 1114.21 566.648 428.377 138.271 205.568 8.74365 1.96259 6.78106 423.263 87.4889 908.637 368.76 539.877 75.682 27.1387 23.6254 48.5434 37.0271 464.195 23.1368 5.06439 8.52253 5.60691 3.82366 2.91562 28.5046 16.6051 11.5162 internal_count=27937 11770 16167 9592 7394 2198 3189 110 35 75 7322 1346 12978 5839 7139 926 304 243 622 501 6213 437 65 107 59 48 48 394 233 121 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=0 1 4 4 6 4 6 7 8 0 0 0 6 4 5 6 6 0 0 0 0 6 7 6 4 0 6 8 0 6 split_gain=12.2492 4.50346 4.25502 3.42924 4.217 3.25103 2.99477 3.03445 2.97533 2.82832 4.02119 2.81876 2.63053 2.42593 2.23846 2.22081 2.18004 2.92179 3.08205 2.8341 2.29529 2.89874 4.98997 4.5643 3.27071 2.6254 3.83379 3.92612 3.31065 3.49002 threshold=0.28760881721973425 1.0000000180025095e-35 7.3691543947335907 7.658161156827366 0.38452295958995825 7.3396382272272538 0.53522199392318737 0.079202610999345793 0.73214285714285732 0.28438821434974676 0.28371055424213415 0.3762121200561524 0.55165287852287304 5.8045870245895772 4.9330445580954017 0.49951618909835821 0.54385313391685497 0.25960800051689154 0.11917395517230035 0.2822012752294541 0.27914373576641088 0.17462222278118136 0.13529453426599505 0.18883907794952395 4.659615602645597 0.23445418477058413 0.51203331351280224 0.30952380952380959 0.22134421020746234 0.49212087690830236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 5 4 -4 6 15 -8 9 10 16 -6 -9 -11 -3 -2 19 18 -18 20 25 22 24 -23 -22 26 28 -28 29 -1 right_child=1 14 3 -5 11 -7 7 12 -10 13 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0024260503472465413 0.00029141297040436061 0.0078873169858225071 0.046427361290502463 0.0053521016336650273 -0.0099441155835379158 -0.023935435167878411 -0.048609474244283017 0.018677652022253799 0.011501393245247786 -0.019293322701419573 0.022668376646953012 0.043968176120087687 0.0041767070864026194 0.0035715966997557328 0.034633509763674096 -0.0089647976017846361 0.015371836775693641 0.016890598619831516 -0.0019909694539945468 -0.017502792665932184 -0.016011829963399577 -0.039325528154344973 0.042235672642907063 0.004635859477210103 0.030341037755807349 -0.0045390323726570208 -0.021510294976887816 0.051851099034722598 0.0041752213270115713 0.01660842513464993 leaf_weight=403.70998349510046 335.18370912098908 109.18606774459477 4.1941416010959056 134.8275171056157 3.2575434481259435 4.8092946577817193 0.91279503330588241 13.268606494180856 14.443760938665944 15.368312333361247 5.920050330925732 1.1922787777148185 74.331236938538495 5.7344951294362536 2.8907847432419649 25.073630018450785 10.617760124616323 10.895031676860524 68.964717593153182 11.279307965189217 3.8454665830358881 2.4535557944327619 4.5368813807144761 15.90024183448986 2.1282807826064527 379.44264088929776 12.046992299496193 0.69439996778965074 95.728944740258157 8.8596472379867901 leaf_count=5148 5931 2217 54 2143 56 74 6 164 598 309 103 18 1219 113 74 474 85 179 997 202 54 16 51 239 34 5767 165 28 1160 259 internal_value=5.05383e-11 0.0030592 0.00202338 0.00652647 0.0248441 0.000599013 0.00086194 0.00580613 -0.00202259 -0.00220719 -0.00198594 0.00450106 0.00637314 -0.01308 0.00857718 -0.000352812 -0.00212749 0.00232026 0.000325547 -0.00255531 -0.0023739 0.00595347 0.0185164 -0.00124095 0.000502413 -0.00264083 -0.00125847 -0.0175121 -0.000851048 -0.0020173 internal_weight=1781.7 709.128 597.051 143.471 8.64396 453.579 448.77 88.5126 1072.57 1058.13 1037.02 4.44982 87.5998 21.1028 112.077 360.257 1031.1 90.4775 79.5825 940.626 929.347 28.8644 10.5106 18.3538 5.97375 900.483 521.04 12.7414 508.299 412.57 internal_count=27937 12430 10139 2271 128 7868 7794 1389 15507 14909 14487 74 1383 422 2291 6405 14384 1261 1082 13123 12921 394 139 255 88 12527 6760 193 6567 5407 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=0 4 6 1 7 7 6 6 8 0 6 4 7 6 0 0 0 0 5 4 4 0 7 0 6 1 0 6 7 4 split_gain=12.1649 5.14969 3.96973 3.20555 3.08615 2.93867 6.13096 2.93925 3.09262 2.68568 2.49249 2.38085 2.2444 2.07085 2.05876 2.14051 1.94421 1.94242 1.77942 2.08965 1.77553 2.19012 1.89583 1.77515 1.98179 1.78093 2.20655 2.37677 1.70326 1.69152 threshold=0.33261813223361975 4.4902242904961325 0.56807023286819469 1.0000000180025095e-35 0.17751230299472812 0.2036206051707268 0.34058135747909551 0.55996587872505199 0.22500000000000003 0.41439051926136022 0.51052418351173412 17.901520664669707 0.14393516629934314 -0.035791058093309396 0.13542611896991733 0.11917395517230035 0.33074389398097997 0.23352111876010898 4.3404401347336128 13.79964720594911 15.235665649406506 0.43724593520164495 0.10756061226129533 0.33347861468791967 0.5714591145515443 1.0000000180025095e-35 0.33429037034511572 0.012195987626910211 0.27661763131618505 5.6270368786373597 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 12 7 -7 8 -6 11 -10 13 14 -2 15 -3 17 -4 19 -11 22 -22 -21 24 -15 28 -27 -28 -25 -14 right_child=9 2 16 -5 5 6 -8 -9 10 18 -12 -13 29 23 -16 -17 -18 -19 -20 20 21 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=-0.0028759480344696053 0.051622420373568741 -0.00074903126662383861 -0.00063075807504672581 0.0023150707621220042 -0.033997451594476362 0.0076152993274880626 -0.018123272948593665 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1.6772015718743194 3.4983722160104653 44.136147222656291 3.0180572386598206 61.861031802254729 leaf_count=13894 29 17 93 2095 27 587 324 23 471 383 32 57 187 94 2859 13 10 325 28 15 47 29 48 4215 13 28 67 939 58 930 internal_value=1.61915e-11 -0.00124169 0.0018871 -0.00228622 0.000999142 0.00605609 0.000454352 0.0118374 0.0133801 0.00497583 0.0148947 0.00406192 -0.00066948 0.0037188 0.00119999 0.0295259 0.0132228 0.014679 0.0124494 0.0107653 -0.00106076 0.00824392 -0.0185899 0.00359328 0.0183035 0.00324197 0.00845691 0.00726612 0.00222403 -0.00503516 internal_weight=1772.04 1418.15 354.949 1063.2 329.164 81.6661 41.4773 40.1888 38.7865 353.891 37.5849 315.331 247.498 309.96 173.292 2.27893 25.7844 25.003 38.5604 36.0954 9.79737 6.40011 3.39726 309.15 7.21094 301.939 49.3117 47.6345 252.628 74.2068 internal_count=27937 21887 5898 15989 5470 1464 911 553 530 6050 503 5500 4006 5443 2889 30 428 418 550 522 139 76 63 5414 107 5307 1034 1006 4273 1117 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=0 8 1 4 5 5 0 5 7 6 2 0 6 6 6 0 0 6 0 6 4 8 4 6 0 0 0 0 0 6 split_gain=12.0298 3.85381 3.46126 3.29958 2.16574 2.13567 2.12646 2.05467 1.98646 1.97312 1.93004 3.63617 3.09635 3.60655 2.17472 2.08448 2.29491 2.04237 1.88776 1.74793 1.74179 2.98467 2.31689 3.3474 2.44435 2.0512 2.53974 1.72563 1.71119 1.69258 threshold=0.3194758147001267 0.73214285714285732 1.0000000180025095e-35 6.373306629157784 6.9240744798897653 4.9330445580954017 0.42733119428157812 6.8167460111713192 0.13337556272745135 0.69375240802764904 1.0000000180025095e-35 0.17383250594139102 0.20896020531654361 0.12469720467925073 0.35994276404380804 0.20840417593717578 0.19843149930238727 0.38737140595912939 0.20976476371288302 0.48590882122516638 4.4902242904961325 0.46428571428571436 4.8423788229317983 0.69375240802764904 0.2200538516044617 0.23139642924070361 0.26105532050132757 0.19692191481590274 0.31707714498043066 0.31987650692462927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 6 8 7 -2 29 -10 20 12 13 -12 15 16 -13 -14 -3 -19 21 -1 24 -24 27 -26 -27 -22 -20 -5 right_child=3 18 -4 5 -6 -7 -8 -9 9 -11 11 14 17 -15 -16 -17 -18 19 28 -21 22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0028452371209271767 0.0016369291461394374 -0.0052626152685493286 0.0026600293443303411 -0.0019054436987762111 0.02350446480697263 0.022366300996764048 0.019029229657263058 -0.055707550775844383 0.010170384366561969 -0.012154975555715078 -0.024256953686648534 0.02119345788365402 -0.031252784475225497 0.029840279279635836 0.041790550471423694 0.027439877538554275 -0.032852479499851782 0.053101880378871723 0.019455964259152837 -0.026373644742337037 0.0026299220102868836 -0.024165315284484901 -0.0013501480809486189 0.041539163300496215 0.037171787756685004 -0.0060232983067483904 0.022954166229679804 -0.033398686306914088 -0.016976542018030193 0.0083085772123160373 leaf_weight=878.26648950037634 271.21365382421936 4.6466881988308186 148.37384361811564 34.290454659610987 4.2477153083309522 8.3210442243143898 6.3878826047293833 0.56351131200790305 96.968668728135526 3.6987622710876158 1.6719764769659393 1.3092918032780274 4.0404588028322905 3.2947839982807636 3.0299730869010091 3.1445338894263841 1.5374010866507886 0.54197022831067421 14.37536137808638 0.4608271773904562 5.555012957891452 5.9496807102113953 221.50633761315839 1.6499677151441563 3.2986987587064496 4.8579386044293624 6.1916176337981597 1.5248801931738851 1.2621539988322172 25.430099542951211 leaf_count=12490 4934 253 2600 715 61 128 78 9 1354 53 44 39 61 30 66 70 16 26 513 7 80 109 3354 19 27 113 162 30 18 478 internal_value=4.99143e-11 -0.00144876 -0.0016518 0.00422785 0.00224481 0.00754738 0.00192016 0.00151803 0.00677856 0.0093501 -0.00220917 0.00726498 -0.00518375 0.0116294 0.0210782 0.0106033 -0.0079949 -0.0217418 0.0115265 0.0165796 -0.0023689 -0.00298869 -0.000128245 -0.00103303 0.00929438 0.0164118 0.0102142 -0.00512998 0.0165154 0.00244387 internal_weight=1767.61 1316.49 1296.21 451.122 282.413 168.709 278.165 271.777 160.388 100.667 1147.83 19.0312 10.01 4.96676 9.0212 5.99123 2.84669 5.04326 20.2842 1.0028 1128.8 884.216 244.584 223.156 21.4281 14.3483 11.0496 7.07989 15.6375 59.7206 internal_count=27937 20127 19343 7810 5082 2728 5021 4943 2600 1407 16743 359 168 74 191 125 55 94 784 33 16384 12599 3785 3373 412 302 275 110 531 1193 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=0 0 4 0 8 6 7 0 6 6 4 0 0 6 6 6 6 0 0 6 6 6 6 0 5 2 6 0 6 0 split_gain=11.5316 3.84479 3.46634 2.31883 2.12251 4.43241 4.39138 2.84969 4.75627 3.92679 2.21785 2.50594 3.21793 2.77736 2.28114 2.98585 2.30106 3.91532 2.25301 2.11073 3.29479 2.01968 2.52374 2.21429 2.00304 1.92425 1.83017 2.50726 2.332 2.01554 threshold=0.30130723118782049 0.36328005790710455 3.5762615267702977 0.082279823720455184 0.2678571428571429 0.52738630771636974 0.16560484468936923 0.13542611896991733 0.12469720467925073 0.087148081511259093 6.373306629157784 0.24045421183109286 0.19692191481590274 0.16025038808584216 0.1976064816117287 0.18047484755516055 0.16479841619729999 0.24777165800333026 0.24869694560766223 0.39341802895069128 0.21714285761117938 0.012195987626910211 0.042475296184420593 0.25481888651847845 4.8769348854119734 1.0000000180025095e-35 0.13069976866245273 0.38173092901706701 1.0000000180025095e-35 0.45072206854820257 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 25 -1 -4 5 6 7 8 9 -5 14 12 13 -12 15 16 -9 -18 -13 20 -20 23 -23 -6 26 -2 27 28 -3 -28 right_child=1 24 3 4 21 -7 -8 10 -10 -11 11 18 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0027729365679738135 0.0016279343536677597 0.011144013377247328 0.042498521069773913 -0.050788716978848639 0.027028378583305614 0.032959469582384507 -0.016974159770084637 -0.0092131876191987577 0.052794951675145134 0.020720409087574065 0.017348262465065725 -0.033270459122764127 0.027159378638290252 -0.062573687179121679 0.0024792788929701112 -0.032221972263430369 0.028563619750927083 -0.027250272000442829 -0.002595050020002427 -0.022390797359766606 0.028247186519486642 -0.024765447763895811 0.0018818714399705849 0.0057693878524325828 0.021443556602726531 0.036176541074734773 0.0040837524418432603 0.0052981783373404565 0.035094447007532663 0.021255820307638715 leaf_weight=831.53232038793794 405.84358764335047 8.2078228003811073 1.1982936998829234 1.0630947276949876 5.6026421518181477 3.1041572205722323 18.085691390559077 35.114661686820909 2.3126467354595661 1.9752583582885561 0.82991061545908607 1.7669018958695257 7.0336706461384892 0.74049665033817291 23.948422045679763 4.4800766706466666 3.7749400362372389 1.6151401214301584 10.35792454169132 2.6482618581503621 4.4593958612531415 3.256246516481041 181.13789584475307 20.706040450080764 8.1844012280926091 1.4561231073457737 141.07466768415179 18.708187656011432 6.6017302330583325 6.4320894014090291 leaf_count=12064 7413 106 14 11 116 42 287 556 10 17 13 35 72 7 426 53 41 25 155 31 47 41 3070 354 100 67 2232 381 89 62 internal_value=1.26393e-12 0.00339303 -0.00173472 0.000840706 0.000691256 -0.00243481 -0.00334882 -0.000935758 0.0203758 -0.00430005 -0.00211421 0.0050328 0.0184903 -0.0203375 -0.0050003 -0.00898218 -0.00641172 0.011839 -0.000987718 0.00227816 0.00668718 0.00252074 0.0014113 0.0102967 0.00692678 0.00175145 0.00627045 0.0125984 0.0218205 0.00483255 internal_weight=1763.25 596.509 1166.74 335.212 334.013 123.311 120.206 102.121 5.351 3.03835 96.7698 27.8366 8.60408 1.57041 68.9332 44.9848 40.5047 5.39008 19.2325 17.4656 14.8173 210.703 184.394 26.3087 189.209 407.3 181.024 33.5177 14.8096 147.507 internal_count=27937 10450 17487 5423 5409 1828 1786 1499 38 28 1461 360 92 20 1101 675 622 66 268 233 202 3581 3111 470 2970 7480 2870 576 195 2294 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=0 0 4 0 2 6 8 7 0 8 2 1 0 0 8 6 7 4 0 6 6 8 0 0 0 6 0 7 7 6 split_gain=11.0656 3.63412 3.35935 3.06406 2.67653 4.24133 2.03757 1.87999 2.41425 3.35424 1.83031 1.83531 1.79532 3.41403 2.7486 3.8716 3.06713 2.37454 4.93388 2.37028 2.06073 2.11283 1.94533 3.84142 2.4938 2.39025 2.20088 2.94979 3.7467 2.19661 threshold=0.30130723118782049 0.36328005790710455 3.5762615267702977 0.082279823720455184 1.0000000180025095e-35 0.35994276404380804 0.69047619047619058 0.12829495221376422 0.37461771070957189 0.46428571428571436 1.0000000180025095e-35 1.0000000180025095e-35 0.13542611896991733 0.13165166229009631 0.2678571428571429 0.52738630771636974 0.16560484468936923 4.7210182500361748 0.096301417797803893 0.58249711990356456 0.0063455922063440093 0.35416666666666669 0.19544178247451785 0.23635840415954593 0.23352111876010898 0.16025038808584216 0.25960800051689154 0.15948732942342761 0.10529709979891778 0.21714285761117938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 -1 -5 -6 7 8 9 -3 11 -2 13 17 15 16 22 18 -4 -20 21 -16 25 24 -24 -14 27 28 -25 -28 right_child=1 6 12 4 5 -7 -8 -9 -10 -11 -12 -13 14 -15 20 -17 -18 -19 19 -21 -22 -23 23 26 -26 -27 29 -29 -30 -31 leaf_value=-0.025603179818320321 0.00072002928240119776 0.030263713971412434 0.057862018806638688 -0.0027548566059986505 0.0016539168408064497 0.050020347831652094 0.019409484684768736 0.0041585690706832318 0.0066726910061130282 -0.0028835510580073839 0.035956941380590073 0.0061766179304788421 -0.004950626367376333 0.044192457009021677 -0.00093717188083357024 0.030242462006467956 -0.015828558924765156 -0.0091907134826629076 -0.00081072079608272385 0.050060658950900491 0.0012523101902952173 0.016971941166315029 0.0060198789498421799 0.00083055979915918027 0.034018039917210995 -0.03201751198718307 -0.0059967664580733359 0.033898306156239823 -0.027003460166512356 0.0087475865497436637 leaf_weight=5.235586609109304 338.93876100415946 10.412563112331553 1.8828805070370496 815.41529638106294 6.3145561413839442 2.2003590976819396 10.820917506469412 130.99738616205286 32.551970689906739 3.7323740909341714 1.4014287097379554 66.334050791105255 11.317251317901535 2.2752239191904655 9.3787680051755178 3.0003587258979669 17.5043900385499 6.5216430210275567 8.0108278081752324 0.91887293010950166 174.29301228222903 16.116669222363271 19.206791471631735 7.3395416936837199 3.3647443084046236 3.9651607754640272 23.348730636178516 1.1490871086716641 10.694670218043028 14.89500143448822 leaf_count=110 5974 159 12 11792 121 41 321 1844 585 61 67 1439 152 18 141 40 271 69 96 5 2995 315 274 125 35 43 403 11 155 263 internal_value=-1.17373e-11 0.00332754 -0.00170096 -0.0027255 -0.00258013 0.0141524 0.00677059 0.00600093 0.0111693 0.0215173 0.0017315 0.00161315 0.000833503 0.00964134 0.000286194 -0.00339157 -0.00428631 0.00510629 0.0137296 0.00442398 0.00241761 0.0103839 -0.00216585 -0.000292281 0.0101936 -0.0119734 -0.00441372 -0.0127061 -0.0156756 -0.0002542 internal_weight=1759.54 595.189 1164.35 829.166 823.93 8.51492 188.515 177.694 46.6969 14.1449 406.674 405.273 335.184 19.6094 315.574 115.786 112.785 17.3342 10.8126 8.9297 199.788 25.4954 95.281 79.9986 22.5715 15.2824 57.427 19.1833 18.0342 38.2437 internal_count=27937 10450 17487 12064 11954 162 2970 2649 805 220 7480 7413 5423 200 5223 1772 1732 182 113 101 3451 456 1461 1266 309 195 957 291 280 666 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=0 4 6 3 1 4 4 6 1 0 2 6 0 0 0 8 6 6 0 8 7 0 0 6 6 6 0 8 5 6 split_gain=10.9129 5.55842 2.71324 2.8455 3.16652 2.62786 5.29964 2.56703 2.46778 2.31539 2.44584 3.94676 2.23666 2.99033 2.35349 1.93278 2.83226 1.95215 2.60565 1.88377 1.83669 1.97933 2.40055 2.38289 1.83145 2.30224 3.50743 2.21814 1.72891 1.72677 threshold=0.33261813223361975 3.5762615267702977 0.52738630771636974 1.0000000180025095e-35 1.0000000180025095e-35 8.1524438557327006 8.0764727197248813 -0.011273360811173914 1.0000000180025095e-35 0.082279823720455184 1.0000000180025095e-35 0.35994276404380804 0.28071515262126928 0.28601711988449102 0.27440419793128973 0.73214285714285732 0.45587086677551275 0.44398242235183721 0.31119388341903692 0.73214285714285732 0.20848474651575091 0.17729417234659198 0.20840417593717578 0.81569245457649242 0.50262513756752025 0.48590882122516638 0.3762121200561524 0.35416666666666669 4.9626828630601718 0.052540006116032607 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 15 4 12 6 7 -2 9 -1 -11 -12 14 -14 -4 -3 17 18 -17 -15 -5 23 -23 -22 25 28 -27 -26 -7 -20 right_child=5 2 3 20 -6 24 -8 -9 -10 10 11 -13 13 19 -16 16 -18 -19 29 -21 21 22 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.024204909139374391 0.047830624218143443 0.00032995486717375699 0.01265530294435982 -0.01456271293275182 0.038594267455942917 0.0072218359368895939 -0.042467842349900323 0.0033916217196265246 0.0023456625939569432 -0.0030382296581020389 0.0014933689045380423 0.049145265278440958 -0.04054358464617823 0.004266139909000136 0.046260919166909484 0.020170715465411829 -0.02470807495904135 0.056107106846717221 0.036637209347638922 0.049488605940685201 0.042472230821895177 -0.019396136317162464 0.013118795906040053 -0.040956093243110565 0.028843958025676089 -0.055882395169492553 0.026246250178260416 0.0073659273426743589 0.038190430909434456 -0.019384153903436393 leaf_weight=4.6059456449002019 1.1752846940653388 400.312311350659 7.2369485809831584 6.1315612192265716 4.0564171224832526 70.707627504714765 2.2678060047328463 254.80111851921538 85.775259987276513 842.18517951064132 6.3767341111088154 2.0728026884607971 1.2963360170833755 13.701340272789817 2.5316823748871684 9.9412694410275417 1.7896354373078782 0.98335262574255544 0.59636365632468491 0.88240513563505452 2.0508632329292591 3.5955185373313707 4.7344438239815645 0.36259577050805081 8.4853704371489602 1.2359090582467605 0.75321034062653769 8.8317785807885212 1.6605539824813593 2.9187733016442508 leaf_count=110 29 6362 149 103 26 1153 35 4527 1539 12319 122 41 15 187 14 283 73 20 21 31 24 118 199 79 81 17 38 154 16 52 internal_value=6.31337e-11 -0.00118127 0.00150929 0.00837598 0.0139646 0.00474013 0.00319115 0.00359566 -0.00250543 -0.00299196 -0.0028771 0.0131831 0.0100694 0.00312106 0.0213647 0.000741422 0.0108906 0.0153027 0.0123208 0.00700237 -0.00146174 0.00601533 -0.000915846 0.029938 0.00910358 0.00705727 -0.0247831 0.0178901 0.00793244 -0.0098798 internal_weight=1754.06 1404.14 463.122 46.5801 29.7051 349.919 258.244 255.976 941.016 855.241 850.635 8.44954 25.6487 15.8801 9.76863 416.542 16.2294 14.4398 13.4564 14.5837 16.875 10.7434 8.32996 2.41346 91.6744 74.3573 1.98912 17.3171 72.3682 3.51514 internal_count=27937 21887 7756 945 422 6050 4591 4556 14131 12592 12482 163 396 233 163 6811 449 376 356 218 523 420 317 103 1459 1224 55 235 1169 73 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=4 0 8 6 6 1 0 0 6 4 4 6 0 0 0 6 6 0 6 0 7 7 8 6 1 6 4 0 7 6 split_gain=10.8608 4.56161 4.02368 3.57023 3.53911 3.25162 2.60866 3.93267 2.82149 4.34555 4.07393 2.48707 2.95962 2.94951 2.57094 3.5369 2.38084 2.41379 2.56838 2.21217 2.69975 2.58926 2.84801 2.41338 2.12296 2.11638 2.05681 3.47261 3.32007 2.50849 threshold=5.4875707448963515 0.33509652316570288 0.73214285714285732 -1.0000000180025095e-35 0.50882095098495495 1.0000000180025095e-35 0.37773573398590093 0.38173092901706701 0.42607006430625921 13.380606354510272 9.2288952159540241 0.54385313391685497 0.323240876197815 0.33347861468791967 0.32911738753318792 0.55165287852287304 0.26109755039215093 0.16054411977529529 0.53924754261970531 0.392559364438057 0.098213501274585738 0.10322001203894617 0.58571428571428574 0.37846760451793676 1.0000000180025095e-35 0.072015702724456801 5.6270368786373597 0.30063301324844366 0.20959433913230899 0.22395486384630206 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 4 -3 6 11 8 -8 26 10 -10 13 -13 16 -14 -16 -1 18 -18 -9 -21 -22 23 -23 -6 -7 27 28 29 -2 right_child=2 3 -4 -5 24 25 7 19 9 -11 -12 12 14 -15 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017625101096864965 0.0013883005269230287 0.043681617155656015 0.014122852394542659 0.0028380459849778497 0.0081353211703772445 -0.0080820922600142054 0.033579344135375604 -0.0073513109758418065 -0.005361800977291351 0.035926373382695033 -0.03671536317725381 4.2970800577559707e-05 0.034891238441243089 -0.02640360140348906 0.043423074576129268 -0.0092928411381148282 0.0021005085604959973 -0.0059147159045364554 -0.043999573173974939 0.033616788364255433 -0.033228475483280999 0.0082884682892369332 -0.0096155168848908196 0.032546485225990039 0.028849169676157121 0.0039344422619933261 0.0015674536841388789 0.043113110018510474 -0.044512266207568568 0.045768327626806299 leaf_weight=527.2803068324065 4.4564918078249303 1.9501211786991905 32.425066548777977 156.74055250547826 58.681297577451915 15.001924484909976 4.9850859502330414 9.5319686705479381 32.223536226898432 2.0473870206624261 4.2179936843458554 96.465196895238478 4.2399413804523629 4.893784887273795 1.5451978687196968 4.4278622556012124 50.278445339135942 311.29751582763856 1.1117236278951157 3.5773243468720457 1.4340162388980378 21.943800195702355 6.6378216171869999 4.4375430680811396 4.8187709545600219 109.2762707467773 267.76193285628688 2.8965337247936986 1.0721307918429372 1.5431682129856197 leaf_count=7026 56 22 967 2768 845 373 72 183 503 25 62 1701 72 74 4 69 777 5407 21 71 20 325 110 46 70 1832 4365 41 8 22 internal_value=2.14675e-11 -0.00142182 0.00393023 0.00333997 0.00316566 -0.00209303 0.00203923 0.00822897 0.00101066 -0.00660154 -0.00899088 -0.00266096 0.00166887 -0.00317713 0.017026 0.00434448 -0.00304941 -0.00492033 0.00110323 0.00557196 0.00881105 0.00623544 0.00794935 0.0123689 0.00970721 0.0024839 0.00206558 0.015446 0.00411384 0.0128033 internal_weight=1749.2 1284.51 464.692 158.691 432.267 1125.82 368.767 52.5476 316.219 38.4889 36.4415 1001.54 106.678 894.862 10.213 5.97306 889.968 362.688 51.3902 47.5625 38.0305 34.4532 33.0192 26.3813 63.5001 124.278 277.73 9.96832 7.07179 5.99966 internal_count=27937 20146 7791 2790 6824 17356 5909 827 5082 590 565 15151 1846 13305 145 73 13231 6205 798 755 572 501 481 371 915 2205 4492 127 86 78 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=0 4 4 1 0 7 6 4 2 6 0 2 6 6 3 4 6 6 4 6 6 0 4 4 0 6 5 0 6 0 split_gain=10.9181 3.64195 3.45208 2.34919 1.96872 1.91156 1.94689 2.65072 1.88394 1.8265 1.82255 1.98616 3.89739 1.80068 2.28373 2.08519 2.15772 2.7517 4.13106 2.4887 2.39508 2.06381 1.86898 1.79343 1.74996 2.43383 1.76031 1.71484 3.31812 2.64068 threshold=0.30130723118782049 3.5762615267702977 8.1524438557327006 1.0000000180025095e-35 0.30291011929512029 0.23645481467247012 0.58249711990356456 8.3430480616909453 1.0000000180025095e-35 0.57796794176101696 0.082279823720455184 1.0000000180025095e-35 0.35994276404380804 0.52738630771636974 1.0000000180025095e-35 17.791272866362458 0.43689101934432989 0.41295906901359564 5.4812415464603896 0.42774425446987158 0.42081916332244879 0.13542611896991733 3.620247068523311 10.320545151749769 0.35770738124847418 0.43950478732585913 1.0000000180025095e-35 0.23635840415954593 0.40431641042232519 0.24869694560766223 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 8 -5 6 9 -8 -2 -4 -1 -12 -13 15 -15 16 17 27 -19 20 -20 -16 -18 -9 25 26 -6 28 -3 -29 right_child=2 13 5 4 24 -7 7 23 -10 -11 11 12 -14 14 21 -17 22 18 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.02231876394377998 0.0010544842743839457 0.0028104031773993859 0.0065650036110004376 0.039528565556359731 0.0015358327865828717 0.030361961263692984 -0.031145890988165833 0.038455591544962066 0.035824661929228993 -0.024074680595108922 -0.0028051203423095023 0.0002089491957157764 0.04838196888748672 0.016461573075082898 0.037185670667256386 0.030438735690158984 0.031074598116973814 0.056329817841172747 0.024444022754008535 0.039769517584341323 -0.024134360878223113 -0.0043780852530629641 -0.011494751367006516 0.0092321232274183099 0.01296442399223504 0.020180219254217948 -0.034729461435520116 -0.011534679802702672 0.058112613309298448 -0.00016310970660691931 leaf_weight=4.2652981490828088 384.90914638459799 101.78198670287384 112.65668751322664 1.6356737315654744 42.159692117245868 3.2699585277587166 0.79828842729329874 4.5287334164604545 1.4076065155677486 1.7786765601485957 812.72477642005833 6.126379474764688 2.0065631992183626 14.590841415381874 1.1793320309370763 2.0515288603492072 0.97575864777900534 1.9493397194892157 1.422074832240469 1.3985385680571196 2.5538019050145522 12.174824217683634 19.055146468803287 3.2437240788713098 23.700035350746475 6.502660782163729 1.2400514688342799 20.975865521468222 0.98590661864727636 148.44317137805047 leaf_count=110 6703 1330 1917 37 915 34 7 49 66 12 11792 121 41 234 7 24 26 28 25 24 48 427 425 56 452 174 28 362 11 2452 internal_value=1.20057e-10 -0.00169437 0.0033282 0.00212571 0.00697548 0.00772348 0.00712167 0.0209128 0.00118117 0.00608877 -0.00275913 -0.0026575 0.0120942 0.000971677 0.00825694 0.00029664 9.02004e-05 0.000771819 0.0189182 0.00534869 -0.00675905 -0.000707508 -0.00942109 0.0262596 0.00625205 0.00306416 0.000499632 0.000283554 0.00334095 -0.00157103 internal_weight=1742.49 1154.66 587.831 461.555 75.2381 126.276 123.006 8.57075 386.317 114.435 825.123 820.858 8.13294 329.538 27.945 301.593 299.542 279.511 7.32376 5.37442 3.97588 13.3542 20.0309 7.77246 73.6024 49.9024 43.3997 272.187 102.768 169.419 internal_count=27937 17487 10450 8375 1606 2075 2041 112 6769 1929 12064 11954 162 5423 668 4755 4731 4280 125 97 73 434 451 105 1569 1117 943 4155 1341 2814 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=0 8 1 4 7 4 4 0 5 0 7 4 0 6 6 7 6 6 7 0 6 0 0 6 7 6 7 3 6 6 split_gain=10.5304 3.67982 3.25304 3.23143 2.1457 1.91789 2.19738 2.74266 1.85692 1.89858 2.40197 2.55932 2.17451 2.22192 1.75832 1.75488 1.6537 2.03815 2.03768 1.63449 1.62544 3.24816 2.48082 2.32107 4.02213 2.64778 2.30558 2.20787 2.11673 2.38889 threshold=0.3194758147001267 0.73214285714285732 1.0000000180025095e-35 6.373306629157784 0.14089384675025943 4.2186248773804307 3.620247068523311 0.26026690006256109 6.9240744798897653 0.35670730471611029 0.14301286637783053 6.0471969260906429 0.37461771070957189 0.47340346872806555 0.52223065495491039 0.17132436484098437 0.47340346872806555 0.55165287852287304 0.21152842789888385 0.42733119428157812 0.31008359789848333 0.38338243961334234 0.37461771070957189 0.28035075962543493 0.098213501274585738 0.26901334524154669 0.11696396395564081 1.0000000180025095e-35 0.47875653207302099 0.49951618909835821 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 20 6 -1 -8 9 -2 11 12 13 -11 -15 -10 -4 -18 -19 -14 23 22 28 25 -25 -5 -23 -24 -22 -30 right_child=3 -3 16 4 -6 -7 7 -9 15 10 -12 -13 19 14 -16 -17 17 18 -20 -21 21 26 27 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0025511064510740566 -0.00044620546962868596 0.011798574065912755 0.0019388493123396158 0.00032210644465136088 0.010137106593619783 0.00017229048266687394 -0.022448753962205862 0.0009066945157549098 0.041783100653123961 0.021458465557386168 0.0018816381408956072 0.043931222509509545 -0.0019730368914914094 -0.042004626406660882 0.011575799340127904 0.0029555820804180156 0.03591250516887811 -0.02693143823297146 0.018368678822338006 0.030712746785074612 0.014504597797613263 0.0098446097106930745 0.0067222476113100466 0.013753217819078793 -0.042911123737872335 0.047772452838599717 0.039211348401934472 -0.039666638179071227 -0.054585522633074243 0.00040623828632380631 leaf_weight=854.77816293600335 156.35129354968376 18.836586862176773 139.49023344961461 32.055026632966474 98.360171064035967 257.46806585777085 11.108699522912504 7.635641088243573 2.0391558529809108 13.900292230304336 83.966896075289696 2.0397995254024854 13.996621750877237 0.93826608313247506 1.3362716902047393 2.1545577254146338 2.9389897575601927 1.3534392891451719 2.6307631242088974 1.5271507403813291 10.065453176270244 5.5605442472733539 1.5790409767068916 1.8600563993677486 2.8622490107081831 1.0945287828799326 4.2413464076817036 2.2238769810646772 0.87679027393460174 3.7589254751801491 leaf_count=12362 3081 784 2471 651 1430 4072 171 138 17 232 1280 52 302 13 32 44 48 24 57 29 213 108 27 55 37 18 61 28 14 86 internal_value=2.71986e-11 -0.00136441 -0.00155852 0.00399425 0.00732702 -0.00210322 -0.00277392 -0.0129347 0.00202348 0.00172032 0.00459817 0.011359 0.00926296 0.0169607 -0.0105266 0.0218351 0.00264915 0.0169604 0.00298016 0.00124243 0.0031504 0.00858877 0.00119235 -0.000914323 -0.0205918 0.00188882 0.0225518 -0.0204051 0.00677921 -0.0099948 internal_weight=1739.03 1296.24 1277.4 442.788 164.538 1130.99 873.523 18.7443 278.25 274.057 117.705 33.7384 31.6986 16.1748 2.27454 4.19371 146.413 6.92319 3.9842 15.5238 66.1778 28.306 18.5041 37.8719 4.72231 33.1496 9.80189 3.80292 14.7012 4.63572 internal_count=27937 20127 19343 7810 2728 16743 12671 309 5082 5021 1940 660 608 277 45 61 2600 129 81 331 1298 537 368 761 92 669 169 55 313 100 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=0 4 0 1 1 4 6 6 0 0 6 7 0 6 3 3 6 0 0 7 6 6 7 6 4 6 4 8 0 6 split_gain=10.3449 3.55986 3.20609 2.39879 2.32234 3.78679 1.85967 1.76614 1.8162 2.33179 1.88236 2.44753 3.98581 1.89466 1.77337 1.76119 2.89609 2.57289 3.29531 2.8073 2.52884 2.67491 3.89273 2.2678 2.2667 3.46882 2.15784 2.41632 1.90452 1.75873 threshold=0.30130723118782049 7.5348514732503933 0.35670730471611029 1.0000000180025095e-35 1.0000000180025095e-35 7.0389304389073812 0.62243640422821056 0.62636050581932079 0.2200538516044617 0.22607677429914477 0.65015435218811046 0.24732893705368045 0.11917395517230035 0.66134268045425426 1.0000000180025095e-35 1.0000000180025095e-35 0.51052418351173412 0.2200538516044617 0.28678199648857122 0.25437921285629278 0.41682198643684393 0.21600706130266192 0.13117138296365741 0.20477745682001117 8.678270961055194 0.27393284440040594 7.8095146949747472 0.58571428571428574 0.22804515808820727 0.099055290222167983 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 6 -6 -1 -8 10 -10 11 12 -9 -12 -15 16 17 19 29 -3 21 22 28 -24 25 -23 -20 -28 -17 -19 right_child=2 15 3 -5 5 -7 7 8 9 -11 13 -13 -14 14 -16 20 -18 18 26 -21 -22 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0028922523404039764 0.0015949841413088538 0.042738381594349152 0.0048527147297635319 0.013736415136487955 0.0028897452574122161 -0.027989442163211167 0.0288134278808071 0.049563410174924112 0.049926532883837894 0.0066941971766211143 -0.059830542842745679 -0.024518631816905192 0.0031262784888873994 0.00035040243701267614 -0.020475185696190359 -5.1011199086455895e-05 0.02519547679863204 0.0073926553189242279 0.047470556042812403 -0.013838960492877882 -0.021318392819495793 0.048847521004999471 0.030692663382564184 -0.019911659935195995 0.024533920565945156 -0.014679193901951593 0.0017081118940602397 0.040519126652356387 -0.037560254362961447 -0.0081606348982763872 leaf_weight=907.69998434332956 376.31308334859204 2.9645585254766038 176.18537209636997 32.383802145603113 112.64854073693277 3.6913490593433371 2.2763133998960248 1.9343387559056306 1.2111972467973853 15.389847977785392 0.64683432877064007 2.188469029031693 11.881894465535877 9.8367582459468377 5.879589748568832 1.8192733358591846 7.4427123023197046 10.147101959912108 1.7751913722604493 1.0757151255384085 4.8258943352848283 0.95686979219317247 2.5173694663681094 1.1662851325236259 6.3143657213076949 4.0387725450564176 6.0938740586861968 1.8919689306057987 3.687965129269287 18.423694803612307 leaf_count=13477 6930 31 2903 617 1877 75 14 4 23 342 4 15 120 112 247 25 72 157 12 26 94 36 84 20 80 57 127 45 43 268 internal_value=-6.54866e-12 -0.00165159 0.00324857 0.00623206 -0.00209274 0.00190998 -0.00257835 0.0029818 0.00178102 0.00984839 -0.00235663 0.00495856 0.0096277 -0.00951156 -0.00744059 0.00466133 0.0079362 0.00490459 0.00250456 0.0276748 -0.00177997 0.00281936 -0.00920168 0.0146708 0.012588 -0.00251123 0.0175534 0.010903 -0.0251694 -0.00263678 internal_weight=1735.31 1150.43 584.882 208.569 1075.29 116.34 958.945 51.2452 48.9689 16.601 32.3679 16.0047 13.8162 16.3632 15.7163 75.1416 49.8148 42.3721 38.3318 4.04027 25.3268 20.5009 9.19089 3.68365 11.31 4.99564 9.76103 7.98584 5.50724 28.5708 internal_count=27937 17487 10450 3520 16310 1952 14358 881 867 365 502 139 124 363 359 1177 738 666 609 57 439 345 172 104 173 93 184 172 68 425 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=0 1 4 4 7 4 4 6 6 0 7 6 8 0 6 6 7 6 8 4 4 6 0 0 6 0 0 6 3 0 split_gain=10.116 4.24091 3.39116 2.70375 2.83572 2.79941 2.80457 2.52169 2.902 2.7001 2.3277 2.30993 2.1978 2.25514 2.15983 3.57104 3.09255 3.26147 2.10494 2.087 3.11814 2.07746 2.20048 2.91394 2.48719 2.27826 4.07189 3.07068 2.16386 2.06291 threshold=0.29199722409248358 1.0000000180025095e-35 3.4095694672034971 8.7617910712180489 0.14839909225702289 8.3580325100788766 8.4075153981341071 0.53924754261970531 0.55165287852287304 0.38338243961334234 0.073560051620006575 0.08412554115056993 0.46428571428571436 0.40136423707008367 0.18883907794952395 0.08412554115056993 0.10809339955449106 0.052540006116032607 0.73214285714285732 7.3691543947335907 7.4268715355601502 0.52738630771636974 0.23882584273815158 0.24953934550285342 0.39499187469482427 0.19074301421642306 0.17383250594139102 0.37254446744918829 1.0000000180025095e-35 0.20976476371288302 decision_type=2 2 2 2 2 2 2 2 2 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 5 10 7 -7 19 9 -9 -5 -6 13 -13 15 16 17 -12 21 -2 -21 22 25 24 -24 26 -4 -28 -23 -20 right_child=1 -3 18 4 11 6 -8 8 -10 -11 14 12 -14 -15 -16 -17 -18 -19 29 20 -22 28 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00281070298095961 -0.00047151179785804247 0.0084977589913735486 0.0027976171165400732 0.020908264687891809 0.033687815363976692 -0.052027558683511117 -0.0078635639835631932 0.026298129208622071 0.0039227562856396329 -0.02824656514195786 0.035238043460501238 0.011296511839252309 0.0045588372059944017 0.039927438884268765 -0.0050375111779590691 0.026683274352958228 -0.014409646548630714 -0.037739273375609686 -0.0055714467349481595 0.048657063740095777 0.0055595259373684217 0.019345639143024378 -0.017118632361449664 -0.0010723747659094232 0.019076862312823562 0.0065708891426763906 -0.021377985093897506 0.043452425042346532 6.4116959228835394e-05 0.021215683512023697 leaf_weight=785.96098434134183 334.61436286687967 104.10876518834266 37.560044654470403 5.3380978492787099 4.3749324169475576 1.5747636780142764 7.2614012097474188 8.8308864918071741 81.774580220051575 0.90005106478929597 2.7598837497644149 7.1136730052530783 20.244017984252423 3.7978396359831095 28.407929835142568 6.1542267149779937 6.578594202757813 0.68870084639638651 3.705855821928707 1.600416100583973 27.009531067917123 10.28502586344257 17.451473718858328 126.39328400604427 1.8940456467680622 64.071049707592465 10.968530530109998 0.69946816656738597 10.675353423692286 8.5734528508473868 leaf_count=11383 6087 2178 447 197 113 15 91 98 1308 14 50 98 327 29 509 121 131 15 252 13 376 125 306 2049 38 869 171 18 192 317 internal_value=1.13651e-11 0.00294636 -0.00178473 0.00189368 0.00679698 0.000989761 -0.0157344 0.00131474 0.00576571 0.0212531 0.00218691 0.0132751 0.0104086 0.0212617 -5.43567e-05 0.00869402 -0.00234696 0.0206641 0.000974199 0.000193426 0.00797037 0.000441045 -0.000294023 -0.00273197 -0.0135749 0.00284195 -0.00201131 -0.0174916 0.00952535 0.0131314 internal_weight=1731.37 653.133 1078.24 549.024 85.4579 463.566 8.83616 454.73 91.5055 9.73094 49.9274 35.5305 31.1555 10.9115 44.5893 16.1814 10.0272 3.44858 292.278 363.224 28.6099 279.998 259.038 145.739 19.3455 113.299 49.228 11.668 20.9604 12.2793 internal_count=27937 11770 16167 9592 1590 8002 106 7896 1420 112 1023 567 454 127 826 317 196 65 4784 6476 389 4215 3898 2393 344 1505 636 189 317 569 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=0 1 4 4 8 0 0 6 6 6 0 0 4 4 4 1 5 5 7 0 0 7 4 6 4 4 6 5 0 4 split_gain=10.0654 4.04081 3.16866 2.66262 2.41959 2.22667 2.74166 2.38591 2.16869 2.33818 2.21352 2.35423 2.10158 3.10433 3.47796 2.06663 1.92135 1.82899 1.81631 3.8248 3.97215 2.7523 1.74286 1.73413 1.86985 1.67789 2.06611 1.65056 1.6433 2.30332 threshold=0.29199722409248358 1.0000000180025095e-35 5.74721240036419 17.123868445595125 0.73214285714285732 0.28438821434974676 0.28371055424213415 0.46768999099731451 0.53924754261970531 0.55165287852287304 0.29904408752918249 0.37967713177204138 16.223126738475681 7.3691543947335907 7.4268715355601502 1.0000000180025095e-35 6.8167460111713192 4.9330445580954017 0.18550211936235431 0.32236011326313024 0.31568284332752233 0.1829345375299454 7.1113841531889435 -0.056451981887221329 5.6270368786373597 22.611801717408074 0.35339796543121343 11.253520464540758 0.40932813286781317 17.123868445595125 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 -4 6 15 -7 12 10 -10 -12 13 16 -15 23 22 28 21 20 -20 -16 -2 -1 -25 -5 -27 -11 29 -3 right_child=1 17 4 25 -6 7 -8 -9 9 27 11 -13 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.026840739582101054 0.00012622175547925696 0.00707828322603504 0.0012800547030892961 0.024972149213121533 0.016946924793812341 -0.0064909768908037015 0.021971215253768085 -0.028037623427481544 -0.029071655085781363 0.0034493991414624426 0.028890554880058542 -0.012323284377662351 -0.016171882784141049 0.048203117432742158 0.0034864083407308965 0.0020410148641856465 -0.053956510100588044 0.033153851583182847 0.0067528484958367082 0.019578232425702082 -0.050261078287974013 -0.038433076621358052 -0.011291819306542904 -0.0027079584047735063 -0.023811545765096229 -0.026492879725314073 0.027565140759139451 0.032698761300219363 0.021957991339104595 -0.050799848815853761 leaf_weight=1.7793248165398825 320.45528672881483 94.17854301535408 139.67309864668641 7.1384626312646997 9.4737225624849071 31.141368212644011 4.2248775204643598 5.4320575976162209 0.80148871056735416 88.631211202649865 8.3994194617262092 1.4649595259688784 6.5351618533022693 1.7036333382129658 70.843244382063858 90.542667457368225 0.60176846012473006 2.6100934119895092 3.8684095558710423 16.700482585700229 1.5366464327089486 1.4382514767348755 12.500903587788342 789.00544736692973 3.7968248121906063 1.4766007568687203 1.1181874815374611 1.7710646954365064 6.8071350876707575 0.62291808426380058 leaf_count=23 5906 2014 2108 88 326 641 80 130 12 1415 90 25 99 13 1387 1435 6 70 56 218 12 23 175 11363 61 14 18 35 84 10 internal_value=3.61223e-11 0.00294335 -0.00178288 0.00191182 0.00227521 -0.00243655 -0.00213821 -0.00969119 0.00163009 0.00558976 0.0188742 0.0227699 0.000712596 0.000969417 0.00572051 -0.00225329 -0.000399267 0.00835727 0.00495372 0.012479 -0.0094561 0.0026523 -0.000302471 -0.00274263 -0.00280903 0.0174624 -0.00319734 0.00402242 0.0077203 0.00669798 internal_weight=1726.27 651.204 1075.07 546.985 149.147 925.923 889.349 36.5734 537.252 101.068 10.6659 9.86438 436.184 429.649 96.0907 885.124 333.558 104.219 94.387 22.1055 5.40506 72.2815 332.956 794.582 792.802 9.73325 2.59479 90.4023 101.609 94.8015 internal_count=27937 11770 16167 9592 2434 13733 12962 771 9472 1577 127 115 7895 7796 1709 12882 6087 2178 1696 286 68 1410 6081 11447 11424 120 32 1450 2108 2024 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=0 8 1 4 7 6 6 0 0 0 0 0 7 0 0 0 0 0 0 7 4 6 0 6 7 7 6 0 4 6 split_gain=9.85945 3.34582 2.97592 2.93873 1.96782 1.95751 2.48343 2.97011 6.39643 2.40708 3.13923 3.64163 4.56753 3.12114 2.77467 2.23426 2.4661 2.21905 1.83208 2.46886 2.25534 1.81556 2.19404 1.68445 2.02578 2.39497 1.89907 2.43625 1.92458 2.10791 threshold=0.3194758147001267 0.73214285714285732 1.0000000180025095e-35 6.373306629157784 0.14089384675025943 0.48759149014949804 0.44398242235183721 0.1478260010480881 0.11235823109745981 0.26704458892345434 0.25871095061302191 0.23882584273815158 0.15234177559614184 0.3149088472127915 0.23546466231346133 0.24122734367847445 0.24211012572050097 0.30365577340126043 0.35670730471611029 0.14301286637783053 6.0471969260906429 0.47340346872806555 0.18711746484041217 0.46349346637725836 0.073560051620006575 0.087562173604965224 0.45203080773353582 0.34724065661430364 6.2668648236456468 0.42774425446987158 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -5 6 -1 8 -8 10 11 14 -13 17 -9 -14 -17 -11 23 20 -20 -4 -23 26 -25 -26 28 -28 -2 -30 right_child=3 -3 21 4 -6 -7 7 9 -10 13 -12 12 15 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31 leaf_value=-0.0021413947256606588 -0.00030734467460204575 0.011541045627140778 0.0018078940318156677 0.003066683029055029 0.0098135873276333514 0.0011379499367930874 -0.035993878640620314 -0.015296697926672058 0.031834982817296673 -0.0049061566416964903 -0.039017998003328405 -0.033959018953283668 0.044702517861730164 -0.030593451836807842 -0.052278743042733299 -0.052306761577232505 0.015777219440785435 0.01828985140178431 0.009770404951451532 0.0020831226738856428 0.043228163061759708 -0.00050244802379294728 0.034151107060856702 0.049721111890854396 -0.053119901849691474 0.0050527724649494753 -0.0047305369482985834 -0.046181291061227731 -0.031162692470182347 0.024517462443359651 leaf_weight=912.46267765988159 106.7315397386119 17.938073533194256 138.0703349391988 65.105361995869316 96.682447840692475 151.91378925799654 1.78635470336303 16.037768604233872 4.1773040052503347 13.512814157409599 4.6377977263182393 1.9742971374653269 1.9828573996201155 3.2030017469078294 2.0604609115980557 0.56815198808908496 3.0448969229473732 5.1175078082014798 31.961565783480182 84.471819014521316 1.9223207873292256 3.0947058550082138 3.508580460678786 0.89615561999380489 0.64737181551754375 39.560148135322379 3.7392606789944685 1.9373148495797066 3.3996394239366046 0.74623651988804329 leaf_count=13205 2155 784 2471 1298 1430 2576 25 234 47 297 82 43 15 43 20 3 60 93 613 1301 52 52 77 30 5 767 86 14 50 9 internal_value=5.96385e-11 -0.00132462 -0.00150674 0.00388819 0.00709855 -0.00202869 -0.00252433 -0.00853804 0.0115175 -0.010832 -0.0163031 -0.0121989 0.00527269 -0.00323764 -0.0195071 0.0191141 0.00507101 0.00146549 0.0020064 0.00482732 0.0116686 0.00254285 0.0179103 -0.000111304 0.00511044 0.00411615 -0.00195279 -0.0188769 -0.00108633 -0.0211405 internal_weight=1722.89 1285.09 1267.15 437.801 161.788 1122.48 970.566 58.1032 5.96366 52.1396 30.3062 25.6684 7.5702 21.8333 18.0982 5.59591 3.61305 18.6303 276.013 118.356 33.8839 144.674 6.60329 157.658 41.1037 40.2075 116.554 5.67658 110.877 4.14588 internal_count=27937 20127 19343 7810 2728 16743 14167 962 72 890 457 375 121 433 254 78 63 390 5082 1966 665 2600 129 3116 802 772 2314 100 2214 59 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=0 8 1 1 4 6 6 0 0 5 4 0 0 0 0 7 0 4 4 6 0 0 6 8 6 4 0 0 0 6 split_gain=9.8878 3.25424 3.07529 2.74897 2.3887 1.92921 2.46999 2.51788 4.94345 1.89813 1.72799 1.7121 2.60681 2.39295 2.36178 3.07342 1.65765 1.9971 2.05336 2.8852 1.64861 3.33242 4.20494 2.4544 3.7375 2.59797 2.44325 3.49067 7.03064 3.50181 threshold=0.32026907801628118 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 17.123868445595125 0.48759149014949804 0.44398242235183721 0.1478260010480881 0.11235823109745981 10.269587722713164 16.890497180503655 0.26704458892345434 0.25871095061302191 0.3149088472127915 0.23882584273815158 0.16098802536726001 0.41439051926136022 14.240334341506205 15.235665649406506 0.29812178015708929 0.27914373576641088 0.2814635187387467 0.15832874178886416 0.18333333333333338 0.41682198643684393 6.2102312547634524 0.23635840415954593 0.2236462086439133 0.22607677429914477 0.057358236983418472 decision_type=2 2 2 2 2 2 2 2 2 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 9 6 20 8 -8 10 16 12 14 -13 -9 -16 -2 -18 19 -19 26 22 -22 -24 25 -25 27 -1 29 -29 right_child=2 -3 -4 -5 -6 -7 7 11 -10 -11 -12 13 -14 -15 15 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0027232932888434486 0.0017262404918809407 0.011348379788237219 0.0096096369293856721 0.0023803050815160158 0.018213801562882912 0.0011083415769849046 -0.036963250669876296 -0.019084323023242464 0.029227155543355511 0.032651997562520137 -0.049005541944191003 -0.00020002869660240834 -0.039106515661942343 -0.027489245609242131 -0.032420875645686915 0.011754740326946261 0.013358150928676321 0.020777646048013 0.0075457092964231424 -0.053629674980806147 0.035373239170038658 -0.0008556786883355496 -0.014891001269744627 0.024494642452515838 0.053863249749749674 -0.023800561229357392 -0.0050721055567425066 -0.028799617596986779 -0.00014041656048787948 0.026228415729429234 leaf_weight=353.22925166275672 320.31402373047604 17.995591584738577 71.577480908017606 145.49184961695573 8.8271477809175831 154.64359838949895 1.3953298488631833 15.152958499966195 3.7305974543560296 1.8583093592897046 0.59093331731855769 17.980288274178751 3.7659605368971816 3.4462815294973543 1.8609604656230647 5.9470875691622496 22.385076922830198 0.69157444871962015 3.5125174685381353 1.4574103313498197 5.2756213296670458 194.33099932124605 4.2838191305054334 1.9570521353743968 1.61007480090484 2.055197776760906 269.71186941921042 1.121370275504886 65.22479043120984 14.485891641583292 leaf_count=4470 5671 786 1423 2620 104 2591 25 254 47 27 6 390 82 54 50 71 391 10 47 21 80 3400 80 29 7 32 4181 24 834 130 internal_value=4.79816e-11 -0.00131938 0.00393077 -0.00149935 0.00280052 -0.00200278 -0.00250054 -0.00877934 0.0112094 0.00241269 0.00225165 -0.0109071 -0.0159721 -0.00458927 -0.0121777 0.00122598 0.0023386 0.00933221 -0.00658601 -0.0296843 -0.00213425 0.000201834 0.0137383 0.0022164 0.015251 -0.000243646 -0.0028297 -0.00143634 0.00418755 0.0222747 internal_weight=1715.91 1284.7 431.214 1266.7 359.637 1121.21 966.565 53.2795 5.12593 350.81 348.952 48.1535 26.727 21.4266 22.961 7.80805 348.361 28.0466 5.6615 2.14898 913.286 209.513 15.1818 9.90614 5.62232 4.01225 703.773 434.061 80.8321 15.6073 internal_count=27937 20237 7700 19451 6277 16831 14240 973 72 6173 6146 901 457 444 375 121 6140 469 78 31 13267 3628 228 148 68 61 9639 5458 988 154 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=0 4 1 4 1 4 4 6 8 6 4 8 7 0 6 7 7 6 6 0 0 6 7 6 6 0 6 6 7 4 split_gain=9.58845 3.30112 2.68272 2.60664 3.10758 2.09619 3.6217 2.23058 2.64692 2.18264 2.20291 2.05816 1.97905 3.59891 4.02236 2.46462 2.15189 2.13914 4.49995 1.97985 2.25331 2.14382 1.96339 1.87648 2.29745 2.52387 2.93327 2.28643 1.92841 1.8027 threshold=0.3194758147001267 3.1611572860905777 1.0000000180025095e-35 2.5289968048817539 1.0000000180025095e-35 8.1524438557327006 8.0764727197248813 0.51203331351280224 0.35416666666666669 0.53027635812759411 14.521964308939257 0.73214285714285732 0.11016714945435525 0.22607677429914477 0.091644059866666808 0.21549376845359805 0.10039460659027101 0.16665890067815783 0.18047484755516055 0.23635840415954593 0.16634598374366763 0.3075620979070664 0.17909063398838046 0.048735044896602638 0.088916894048452391 0.2943160235881806 0.13484606146812442 0.10510858148336412 0.15472642332315448 6.0252173556840605 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 4 -1 6 -2 -7 -9 -10 -11 -3 13 -6 16 23 -15 -16 -19 20 21 -17 -5 -14 -25 27 -27 -26 -28 -4 right_child=2 11 29 22 12 7 -8 8 9 10 -12 -13 15 14 17 19 -18 18 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31 leaf_value=-0.0025943213212496425 0.0017964572391097706 0.00040606916800555278 0.0045399169147799416 -0.021690706834292205 -0.003350705495885487 0.0044682712492576894 -0.038394601400099586 0.027626837003977906 0.036126679651127244 -0.024273262256931813 0.011049935590581459 0.010763716667825121 0.024128728614196061 -0.019771258605285221 0.051961366031737649 0.055670130503761309 0.038447665912407607 -0.040383783496659886 0.039780399871832545 -0.0088509333397259523 0.05279876800580019 0.00037879457461687964 -0.0040295568560438765 -0.033987329720697436 0.053462642505208227 -0.045152190046314766 0.049136812994982251 -0.008880419999081136 -0.0016521667339733346 0.014017196502097462 leaf_weight=774.34364183780417 272.966582822075 405.96698420328903 37.399669958569575 10.792649927316235 6.8934794617816832 71.164305164827965 2.032910950947552 9.0863332040607947 1.5445460467599312 2.7037274092435837 3.8539758594706655 18.033260530130065 2.0565625280141857 2.1968008924741285 3.886045350227505 0.80008843820542042 0.77225794317200769 0.84941819449886713 2.442117681261152 2.1205048989504576 1.8030093815177677 2.9886138101574033 11.924252600176258 2.3390584725420949 0.5451441202312769 0.52107372041791622 1.988311490043998 18.389118886552751 1.0169505234807728 34.937462399480864 leaf_count=11438 4874 6582 829 257 104 1243 37 88 20 46 59 784 52 56 56 23 13 7 111 33 35 46 138 38 11 7 26 286 24 614 internal_value=2.21299e-12 -0.00131503 0.00384127 -0.00239499 -0.00211926 0.00279091 0.00149935 0.00681093 0.01651 0.00404298 -0.00351375 0.000846593 0.00500863 0.0133761 0.02474 0.000883999 -0.0046284 0.0368885 0.0190931 0.0158322 0.0251926 0.0120551 -0.0124203 -0.00340863 -0.00569222 -0.00274555 0.0205572 -0.00708548 0.0319503 0.00911726 internal_weight=1708.36 1272.67 435.69 848.669 825.952 363.352 274.999 88.3529 17.1886 8.10225 6.5577 424 51.6086 17.0401 10.1466 34.5684 2.96906 7.17758 3.29154 7.71222 5.59171 3.7887 22.7169 26.8562 24.7997 22.4606 3.52634 18.9343 3.00526 72.3371 internal_count=27937 20127 7810 12761 12366 6367 4911 1456 213 125 105 7366 928 347 243 581 69 174 118 137 104 69 395 444 392 354 57 297 50 1443 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=0 0 1 4 7 4 0 1 6 4 1 6 2 4 4 0 0 6 4 0 0 6 6 6 8 6 4 5 7 7 split_gain=9.40497 3.39245 2.14068 2.01057 2.12973 2.64447 2.05812 2.22738 2.08657 2.32407 2.00237 1.98644 1.91591 1.89042 1.88163 1.90289 2.81222 2.37181 1.85351 1.81176 2.41544 3.33558 3.2365 2.42605 1.90781 4.08778 1.9766 1.84053 1.79336 1.98671 threshold=0.28760881721973425 0.35670730471611029 1.0000000180025095e-35 11.385096658544564 0.14839909225702289 12.151396849387826 0.35300642251968389 1.0000000180025095e-35 0.31987650692462927 8.7617910712180489 1.0000000180025095e-35 0.62243640422821056 1.0000000180025095e-35 10.771595652508216 18.230563520264287 0.28438821434974676 0.28371055424213415 -1.0000000180025095e-35 15.88998413198564 0.2822012752294541 0.27914373576641088 0.17462222278118136 -1.0000000180025095e-35 -0.056451981887221329 0.18333333333333338 0.41682198643684393 6.2102312547634524 4.4361744411599062 0.19315263628959659 0.20257358998060229 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 11 6 5 -5 7 12 9 -9 -3 14 -2 -10 15 16 18 -17 19 20 23 22 -22 -1 -23 26 -26 -21 -8 -30 right_child=1 10 -4 4 -6 -7 28 8 13 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 27 21 24 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.025492895488130645 0.00021714639528796903 0.0046870695969980841 0.0021570351652100903 0.029903478435629679 0.021863000751608692 -0.0035678377602398649 -0.016503288132663909 0.0013291259740644695 0.016197274023773328 0.029279837684955554 0.012846531982497352 0.0034722621155717044 0.036174898951161084 -0.034415831015553219 0.027888502756916438 0.053645926027166606 0.020831507631878556 -0.014468363336290728 -0.04019376266156973 -0.018372700059203544 -0.033892071631440424 -0.012400525457540956 0.02825749942295256 -0.0027722311331955258 0.013866990073238699 0.042206529466931604 -0.026847287224206894 0.038227560937488622 0.042520684269398708 -0.0046001258890028852 leaf_weight=2.7422995152883223 362.2647495601268 173.80814970424399 109.40674185846001 2.6249779858626452 8.5732802730053645 11.140011618961578 10.882822654966729 46.825391177961137 19.133589831209978 2.8397238804027429 32.06170715985354 50.984678965760395 1.3385513774119306 0.68804834689944883 1.8154961066320527 0.47316886740736919 4.6300159844104192 16.650681803992484 1.1795080923475314 9.4294315143488312 0.83657411020249117 7.2322067276982107 7.6515468719881046 806.81147319221054 2.0589082911610603 2.2982268929481506 2.241511067841202 0.54706872440874654 1.027348119765519 3.7256604812573642 leaf_count=36 6576 2903 1819 79 106 210 222 994 479 72 617 861 72 12 18 13 93 355 18 185 13 135 113 11747 39 19 35 8 25 63 internal_value=-4.75367e-12 0.00274527 -0.00180953 0.00134129 0.0101256 0.00281513 0.000903993 0.00129004 0.00621148 0.00292728 0.00595781 -0.00228247 0.00034952 0.0144404 -0.00262104 -0.00268509 -0.00248508 -0.0125862 -0.00261314 -0.00256048 -0.00240807 0.00732783 0.0221321 -0.00267649 -0.00175771 0.00990696 -0.00735455 -0.015269 -0.00978888 0.00558489 internal_weight=1703.92 676.934 1026.99 471.064 22.3383 13.765 448.726 433.09 69.4868 49.6651 205.87 917.583 363.603 19.8216 866.598 864.783 847.659 17.1239 843.029 841.849 831.873 22.319 8.48812 809.554 13.8309 6.59865 4.30042 9.9765 15.6358 4.75301 internal_count=27937 12430 15507 8910 395 289 8515 8205 1557 1066 3520 13688 6648 491 12827 12809 12441 368 12348 12330 12137 354 126 11783 228 93 74 193 310 88 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=0 1 4 4 8 8 6 4 6 0 0 7 6 0 4 6 4 4 4 0 6 5 6 7 6 6 7 7 0 7 split_gain=9.17207 3.05543 2.58182 2.51427 2.48606 1.87491 2.45332 3.89377 3.63527 2.6795 2.82887 2.07327 2.0455 1.90754 2.72169 2.26001 2.4666 1.86412 2.28436 1.85444 1.99389 2.13524 1.87089 1.61794 2.72887 2.0909 2.324 2.60012 2.03103 2.2439 threshold=0.3194758147001267 1.0000000180025095e-35 6.373306629157784 6.2599681625794785 0.81666666666666676 0.2678571428571429 0.51203331351280224 8.3430480616909453 0.48590882122516638 0.323240876197815 0.33261813223361975 0.15309802442789081 0.43689101934432989 0.34724065661430364 7.9690821075708778 0.13069976866245273 6.9293617412736932 7.8440783104405538 7.8095146949747472 0.34393528103828436 0.60934308171272289 5.8620386932602271 -1.0000000180025095e-35 0.17017824202775958 0.20896020531654361 0.55996587872505199 0.22495321184396747 0.24255027621984485 0.33945189416408544 0.19315263628959659 decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 6 8 -8 9 -4 -11 -7 13 14 -12 -15 -17 18 -3 20 23 -22 -21 -2 -25 28 -27 -28 -26 -30 right_child=2 17 5 4 -6 11 7 -9 -10 10 12 -13 -14 15 -16 16 -18 -19 -20 22 21 -23 -24 24 25 26 27 -29 29 -31 leaf_value=-0.0023769999024178092 0.0011000944387367624 0.0020035551620038177 0.024727134544523521 0.00087579982052048014 0.01807277358604106 0.0054083922790441573 -0.00020000635228471011 0.031610782783150257 -0.053459924729224138 -0.035566298623898325 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1.7324616886908177 3.8215685014147311 leaf_count=14935 1252 2437 24 2228 297 1393 126 41 18 32 30 846 20 76 26 31 65 219 11 22 125 27 2795 206 496 41 22 4 30 62 internal_value=3.1515e-11 -0.0012888 0.00376836 -0.00181754 0.00178717 0.00679459 0.00115436 0.0104632 -0.00479975 -0.0020324 -0.00595251 0.00866439 -0.00166493 -0.00532195 0.0128282 -0.0114093 -0.0223857 0.00281761 0.00174014 0.00199573 -0.000956436 0.0127198 0.00406541 -0.00212198 -0.00647846 -0.00290154 -0.0275551 0.015556 -0.000773216 -0.0173186 internal_weight=1699.69 1266.53 433.161 1122.06 150.75 160.004 39.8369 15.5405 24.2964 22.989 20.0516 120.167 17.5156 15.5384 3.90255 11.6359 6.88825 144.474 131.343 273.157 112.578 8.84085 160.58 103.737 44.1043 35.8641 2.85008 0.806807 33.0141 5.55403 internal_count=27937 20127 7810 17460 2525 2728 489 167 322 304 280 2239 248 228 56 172 96 2667 2448 5082 2265 152 2817 2113 861 655 67 26 588 92 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=0 4 1 6 6 6 6 6 7 0 0 7 1 0 0 7 6 0 4 3 7 0 6 4 4 6 2 4 8 0 split_gain=8.92467 4.43574 2.80225 2.21378 2.209 2.17123 2.05183 2.18696 2.08909 2.19007 3.55111 1.99452 1.89599 2.32853 1.895 2.5831 3.10766 2.43292 2.53019 3.00946 2.29516 2.31806 2.31677 2.29416 2.21316 2.42155 2.35371 2.15243 2.08112 2.05825 threshold=0.35670730471611029 6.373306629157784 1.0000000180025095e-35 0.012195987626910211 -1.0000000180025095e-35 0.03775372542440892 0.54385313391685497 0.55165287852287304 0.19701591134071353 0.29904408752918249 0.13542611896991733 0.075659349560737624 1.0000000180025095e-35 0.40932813286781317 0.30878405272960668 0.12768386304378512 0.074859566986560835 0.34274563193321234 8.1524438557327006 1.0000000180025095e-35 0.062790244817733779 0.20141235738992694 0.26425528526306158 7.1113841531889435 7.9690821075708778 0.14288520067930224 1.0000000180025095e-35 7.1541973415800237 0.73214285714285732 0.20976476371288302 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 -3 11 -1 8 -8 10 -10 -5 -2 -14 15 16 -7 23 -19 -20 -18 22 -22 -16 25 -17 -27 -25 -21 -23 right_child=12 3 -4 5 -6 14 7 -9 9 -11 -12 -13 13 -15 17 24 20 18 19 28 21 29 -24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.0024481008389102849 0.0046319269484997273 -0.0040068832914618947 0.0024616891380535005 0.016262942253455075 0.014813163026048105 0.030092335300388351 0.034918778359921333 0.00068080152819665024 0.053911016442954658 0.038177675599180866 -0.029142561404662915 -0.030063835710277965 0.0085380114061786427 0.028799915300416354 0.019675607698286943 -0.02460481342182538 -0.019231428380483119 -0.018671863809990048 0.0152322137458955 -0.037445501257497876 0.0029082076468895158 0.044064407408695654 -0.059334625654785277 -0.039087338490109973 0.0019506322080806585 -0.0068932040760662514 0.035422453838922799 0.0064868261167486682 0.015070387276886981 0.0057046837839611376 leaf_weight=1001.6392276816114 172.97976718307473 7.3144222535192993 142.43784061801853 1.1083676554262627 24.130803462001495 4.178714250214397 3.3789626518264404 111.75117747078184 0.58760654600337225 1.1160577049013225 2.1907232998928521 3.408692420925945 25.509721589158293 6.3816251815296701 13.198320482159032 7.1299336897209278 3.8145767368841907 6.648645821958783 7.4724390158662555 2.0516135566867892 1.2125964425504201 1.3102415618486691 0.96771959215402592 0.9505541305989017 31.374475387157872 27.717906422229138 1.2357656024396408 49.606174053042196 1.0151930525898931 32.12601376848761 leaf_count=15666 2903 131 2752 12 402 56 34 2077 16 8 50 41 525 92 163 114 58 138 147 32 18 10 9 14 517 536 10 824 17 565 internal_value=6.23602e-11 -0.000806681 -0.00150183 0.00304484 0.0104355 0.00186231 -0.0020056 0.00171824 0.017658 0.00268172 -0.011577 -0.0186965 0.00587112 0.0125925 0.00234595 -0.000198288 0.00549184 0.0058371 -0.00417999 0.00496216 0.00288481 0.00525348 -0.0247179 0.00853763 -0.00387681 -0.00894373 -0.00508714 0.00562995 -0.0200614 0.00720786 internal_weight=1695.95 1491.07 1263.1 227.973 31.4452 196.528 1120.66 119.025 7.27335 3.89439 2.77833 4.51706 204.871 31.8913 192.011 111.068 43.6099 80.9429 17.1879 10.5392 39.4311 35.6166 2.18032 63.755 67.4581 36.0836 28.9537 50.5567 3.06681 33.4363 internal_count=27937 24417 20603 3814 533 3281 17851 2185 108 74 66 53 3520 617 3228 1893 716 1335 334 196 660 602 27 1001 1177 660 546 838 49 575 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=0 1 4 4 6 6 0 7 6 1 6 7 4 6 8 0 0 7 4 6 6 0 4 7 6 6 4 0 7 7 split_gain=9.01003 3.12896 3.06858 2.58936 2.80822 2.78494 2.85274 2.3827 3.08381 2.32466 2.27715 2.13819 2.05713 1.98747 1.95759 2.70498 2.08394 1.88149 1.85527 1.85205 1.84058 1.80451 1.94981 2.13588 1.84134 2.31521 2.85972 2.52282 1.95295 1.66685 threshold=0.3216207623481751 1.0000000180025095e-35 6.2102312547634524 7.3691543947335907 0.53522199392318737 0.48759149014949804 0.34393528103828436 0.10322001203894617 0.15002845972776416 1.0000000180025095e-35 -0.018124056048691269 0.14089384675025943 6.5814386225091388 0.47875653207302099 0.73214285714285732 0.32026907801628118 0.31855106353759771 0.11350248754024507 7.2419797287455614 0.34953159093856817 0.072015702724456801 0.38338243961334234 6.0471969260906429 0.082257945090532317 0.26703691482543951 0.28428718447685247 6.9293617412736932 0.37967713177204138 0.14943502098321917 0.051667697727680213 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 4 5 6 7 8 -2 -1 -4 19 -7 -9 15 29 -16 -6 -17 -5 -11 24 23 -23 28 -26 27 -27 -8 -12 right_child=1 -3 10 11 17 12 21 13 -10 20 14 -13 -14 -15 16 18 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0023399889792266857 -0.011579672497659604 0.0096911918400175903 -0.018060042167900241 -0.0025361559577639996 0.041352085334502228 -0.0089253464018587986 0.0096975671825882039 -0.007666945743217155 0.019982860924472656 -0.0079176324657074734 0.035338542905355881 0.010932267665303379 -0.045662650422739579 0.031793319956644354 0.016755045171316776 0.03341117154546603 -0.046545641166049131 0.0055207141159944401 -0.0047609682567257006 0.0097864468349097775 0.0035093332621538142 0.048525097659364601 0.0093445879170897597 -0.012828109197791626 0.043279346726155611 0.0089320510561844545 -0.028259575489543318 0.041455635882746471 -0.0047479562563654551 0.0010232076399687964 leaf_weight=971.08646539365873 4.4972358641680312 69.021384704275988 4.8410932486876836 29.126067424716894 1.345888378098606 17.62149019853678 14.598573307739569 55.084921121277148 7.3220055467681959 14.451260250876656 1.2837102932389814 52.43852627906017 1.4876065514981736 1.1732126842252899 11.955740852419691 3.9973529903218141 0.48714248504256907 65.821131543023512 1.606449037324637 17.616544919088483 103.8758664088673 0.53134510852396744 6.6718229112448162 13.128196079283951 1.9124425663612772 27.74236105487217 1.726031383499502 2.3265152159146956 19.911259036802221 168.09993187163491 leaf_count=15025 81 1395 73 598 37 355 283 1081 179 372 47 759 24 26 371 31 12 927 32 304 1796 26 178 283 37 496 20 35 356 2698 internal_value=2.80636e-11 0.00386454 -0.00123956 0.0026889 0.00102108 -0.00097313 0.000346003 -0.00427153 0.00797328 -0.00185624 0.00225456 0.00677354 -0.0117853 -0.00684404 0.00277926 0.0019617 0.0142768 0.0062387 0.0224683 0.00210804 0.00211376 0.00389603 -0.00394862 -0.0104415 0.00623404 0.0112212 0.00929289 0.0114485 0.00136288 0.00128327 internal_weight=1692.79 411.105 1281.69 342.083 242.902 175.735 156.626 68.0774 11.8192 1089.41 192.271 99.1811 19.1091 56.2581 187.43 174.987 12.4429 67.167 5.6038 46.7426 118.327 88.5485 20.3314 13.6595 68.2172 33.7074 31.7949 30.0689 34.5098 169.384 internal_count=27937 7480 20457 6085 4424 3460 3081 1367 260 17193 3264 1661 379 1107 3191 2808 383 964 63 902 2168 1714 487 309 1227 588 551 531 639 2745 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=0 4 1 4 4 4 7 0 6 8 6 6 6 0 6 6 7 6 0 0 6 7 7 0 8 6 0 7 7 6 split_gain=8.85227 2.92161 2.55962 2.25127 2.032 1.99291 2.27967 2.77757 2.03331 2.72046 2.45478 2.04419 1.97392 2.24337 2.0455 2.50507 3.7148 2.74908 2.42275 3.97711 3.86345 3.34377 3.33609 2.93725 4.66939 3.41703 2.39773 3.25952 4.78819 3.23772 threshold=0.30130723118782049 8.1524438557327006 1.0000000180025095e-35 8.0764727197248813 10.881681250739051 5.8305015982331341 0.062790244817733779 0.23967312276363376 0.018345618620514873 0.35416666666666669 0.025119324214756492 1.0000000180025095e-35 0.52738630771636974 0.24457292258739474 0.44727371633052831 0.37537464499473577 0.15537412464618686 0.4296118170022965 0.13542611896991733 0.20141235738992694 0.12715408951044085 0.10809339955449106 0.10856845602393152 0.23352111876010898 0.63333333333333341 0.13484606146812442 0.28307606279850012 0.1738153547048569 0.14089384675025943 0.28231169283390051 decision_type=2 2 2 2 2 2 2 2 2 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 5 -2 -4 -1 7 -7 9 11 -10 -8 14 -14 15 18 -17 -18 20 22 -12 -21 -20 24 25 -23 27 28 -25 -30 right_child=1 -3 4 -5 -6 6 8 -9 10 -11 12 -13 13 -15 -16 16 17 -19 19 21 -22 23 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0025903309806957161 0.0020990916333428183 0.0072326085216464072 0.0020550316224803612 -0.028113789407572073 0.033507338868605019 0.027700973986655896 -0.0065144440098945742 -0.024586933299273032 -0.051636390341366342 0.019342428350853192 -0.016131837383460995 0.030751203480154407 -0.0047334432523464939 0.021398668511580784 -0.012442720055015101 0.032338681602154043 -0.014726417099556782 0.036359353275310889 -0.041652857921164903 0.011672453393464446 0.049719886805545954 -0.019803572470684382 -0.001722790344108425 -0.020679784824230239 -0.031479776423685574 0.034596694537972393 0.0038367657055769768 -0.029669388831119973 0.014953805122535425 -0.030146886594318623 leaf_weight=856.88282911966235 442.55152147742047 119.4118302204879 121.77556759101572 2.230841945973224 1.8771792305633415 1.0953014139085997 9.1454579501878488 5.5339847995201126 0.81026054453104635 12.912258136202579 1.3183198235929006 1.5492011364549387 4.651974976186465 8.1127761666430143 11.693786160678426 5.3054655445739609 4.1465601082891226 1.2290530924219636 3.9742962419986716 17.091502904193476 2.0466536562889814 1.2916547023924048 3.5789178672712296 10.313567972509196 1.7237574696191584 5.316353265196085 12.568760279566048 6.9984965404146342 9.1334819978801516 1.6990644996985782 leaf_count=12936 8327 2075 2137 48 31 10 151 82 15 248 15 12 118 106 263 79 80 27 43 283 13 26 86 158 31 60 230 106 119 22 internal_value=-5.38079e-11 0.00306614 -0.00153936 0.00194756 0.00253251 -0.0020428 0.00123261 -0.0159478 0.00206632 0.010074 0.000393492 -0.00111624 0.000769248 0.0118751 -0.000656518 0.000914394 0.0145299 -0.00304642 -0.000972946 -0.00210969 0.0239207 0.000245611 -0.0227329 -0.00373647 0.0124926 0.0239632 -0.00705766 -0.0119229 -0.00604951 0.00787985 internal_weight=1687.97 564.194 1123.78 444.782 123.653 1000.12 143.241 6.62929 136.612 23.6069 113.005 10.6947 112.194 12.7648 99.4297 87.7359 10.6811 5.37561 77.0548 73.6899 3.36497 66.1366 7.55321 49.0451 8.33177 6.60801 40.7134 28.1446 21.1461 10.8325 internal_count=27937 10450 17487 8375 2168 15319 2383 92 2291 411 1880 163 1865 224 1641 1378 186 107 1192 1164 28 1035 129 752 117 86 635 405 299 141 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=0 4 1 4 6 6 0 1 8 0 6 7 6 7 6 7 0 6 4 0 4 4 6 0 7 6 0 4 6 4 split_gain=8.69142 3.20232 2.92306 2.44676 2.49259 2.38225 2.42776 2.31174 2.04661 2.04595 2.59422 2.00064 3.05907 1.96139 1.75844 1.74037 1.73458 1.62661 2.13228 1.71694 1.62038 2.46795 1.61921 2.63406 2.73707 2.55119 2.49389 2.38546 2.78074 2.28762 threshold=0.3216207623481751 6.2599681625794785 1.0000000180025095e-35 7.3691543947335907 0.53522199392318737 0.48759149014949804 0.34393528103828436 1.0000000180025095e-35 0.73214285714285732 0.32026907801628118 0.064812205731868758 0.10322001203894617 0.15002845972776416 0.14089384675025943 0.072015702724456801 0.11350248754024507 0.31855106353759771 0.55165287852287304 6.1161920809740193 0.32911738753318792 3.6553668162112118 5.019556079463821 0.29942367970943456 0.38338243961334234 0.11696396395564081 0.28231169283390051 0.37461771070957189 9.5371841344544475 0.47875653207302099 8.5101283343422462 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 11 -1 9 -3 -11 12 -2 22 -9 -6 -10 18 -17 -19 -14 -22 25 26 -25 29 27 -24 -29 -5 right_child=2 8 -4 13 15 -7 -8 14 16 10 -12 -13 20 -15 -16 17 -18 19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0023057584632378337 -0.012038331481697093 0.0010311238924808604 0.0094527873162101456 -0.020438833454747878 0.03988905836391201 -0.01096848523820847 0.0036696027992060096 -0.007779063229792907 0.016538488738383116 -0.031238185808037566 0.028234686285589498 -0.0063134129634907629 0.031669560412722612 0.010645082755235935 0.0034606047139657701 0.023293619689713146 -0.047216607877382813 0.019347218730300646 -0.012942820950487646 0.0015735683031423877 -0.014214082503143433 0.045712960391022836 0.021438934345267596 0.0062478199457059848 0.041392839867522534 -0.037950131870735156 -0.022345011344577056 0.013187950732732406 -0.034815893633081206 0.0039837592625237925 leaf_weight=978.04259850639937 4.5059931963914988 162.61942102899775 68.834259766998002 4.1967409466160523 1.3322128672152747 18.750282478402369 86.803716863854788 14.224989899114005 11.648613942365042 0.76949856313876708 4.6432520658709109 55.339668339205673 4.1522717548068613 52.112403706414625 104.97751228307607 7.9077511769719404 0.3971628352301203 5.4147435012273482 1.7928352759918196 50.623428263701499 2.1735573973273863 0.86447942664381106 5.2077358799288067 4.5213815942406637 3.5683067110367119 1.7440145080909122 3.3525283336639395 2.3929972485639155 1.9885510220192371 19.445701437769458 leaf_count=15131 81 2684 1395 65 37 379 1714 375 371 13 50 1107 97 759 1821 84 12 96 39 708 57 25 114 85 56 21 55 77 39 390 internal_value=-1.15269e-11 -0.0012165 0.0038176 0.00267063 0.00103449 -0.000872765 0.000357721 -0.00182503 0.00249137 0.00163507 0.0197798 -0.00393078 0.00734239 0.00665032 0.00211932 0.00594231 0.0144364 0.00525437 0.0165965 0.00329096 0.0194878 0.00283828 0.00216549 0.00832146 0.0217501 -0.00293444 -7.25113e-05 0.00771422 -0.00859843 -0.000351465 internal_weight=1684.35 1277.32 407.026 338.191 239.661 172.59 153.84 1097.25 180.078 168.032 5.41275 67.036 11.6963 98.5304 119.203 67.071 12.0458 65.7388 9.70059 56.0382 7.19031 3.03804 46.418 21.0315 8.08969 25.3865 12.9418 9.58928 4.38155 23.6424 internal_count=27937 20457 7480 6085 4424 3460 3081 17327 3130 2747 63 1367 260 1661 2196 964 383 927 123 804 179 82 902 426 141 476 285 230 116 455 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=0 4 7 7 1 7 4 0 4 6 6 0 6 6 0 6 6 7 1 7 6 6 4 7 7 6 7 0 7 7 split_gain=8.76109 2.9067 3.15193 2.92501 2.83289 2.49809 2.42921 2.16339 2.15847 2.21948 2.14417 2.20584 2.01173 3.45057 2.3744 3.25036 2.84598 1.96419 1.88608 1.88402 1.87743 3.27186 3.30903 2.54221 3.90868 2.40439 2.39055 2.41024 2.28464 2.65179 threshold=0.3216207623481751 5.5858978490996813 0.17751230299472812 0.16560484468936923 1.0000000180025095e-35 0.19046599417924884 7.2059368653590843 0.31568284332752233 7.3691543947335907 0.53522199392318737 0.48759149014949804 0.34393528103828436 0.21714285761117938 0.23862028121948245 0.13542611896991733 0.11530225723981859 0.17126950621604922 0.19380632042884829 1.0000000180025095e-35 0.14089384675025943 0.14288520067930224 0.13976529240608218 7.6032277223330045 0.085709288716316237 0.075659349560737624 -0.018124056048691269 0.14089384675025943 0.23546466231346133 0.10251806676387788 0.10938701033592226 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 3 12 8 -4 17 -8 9 10 11 -2 14 -14 15 -3 20 -7 -1 -10 21 22 -16 24 25 -24 27 -22 -25 -30 right_child=4 2 5 -5 -6 6 7 -9 19 -11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 26 -23 23 28 -26 -27 -28 -29 29 -31 leaf_value=-0.0023362152340184236 -0.0035782383058425397 -0.010214090396830725 0.019823842436975728 -0.01558628666897576 0.0093948335248984442 -0.027248644393457824 -0.00049563643680599148 -0.036774341685688328 0.0020146455004010511 0.0058126820148799068 -0.010262174863496565 0.0036950267198746726 0.026158640088490417 0.0025144684472432613 -0.006623119898172292 0.050178530595245366 -0.012746701778232632 0.0119222017468765 0.0018607997541559165 0.010381368752180417 0.042868111320062907 -0.051753437999122243 -0.044645500692952117 0.031685205024151987 -0.043756087776281795 0.016179661884899291 0.035491029565363798 -0.0086249026188931037 -0.018524377389880227 0.014318028610337428 leaf_weight=932.10767573840712 66.361818073681206 1.4550275877118104 12.208333564922212 10.512826568447052 68.795942993398057 1.2032874687574828 18.096607106504965 1.6110595855861891 45.425697939353995 66.771252483362332 18.565853745909408 86.372614585561678 6.0654909417498848 66.003675877582282 36.841800030320883 1.7872436381876466 20.970239291666076 27.097953940123261 107.47672198500368 51.89379412215203 1.0153323840349893 1.1636398048140097 0.68971951119601715 4.6321719079278436 1.9603133052587507 3.8486016571987447 2.8607502933591604 4.2114458552096039 2.8319560708478084 10.117913878988473 leaf_count=14296 1367 15 164 190 1395 19 320 18 902 964 379 1714 104 1118 624 10 327 679 2013 759 14 15 14 70 36 75 34 71 59 172 internal_value=-2.84453e-11 -0.00121859 0.00177817 -0.00023917 0.00384935 0.00770677 0.00462548 -0.00346134 0.00271185 0.00117311 -0.000635348 0.000534855 0.000730109 0.00450441 -0.00215178 0.0230763 -0.00304922 0.0102568 -0.00190231 0.00647604 -0.000151292 -0.00192233 -0.000970535 0.00767753 -0.00835552 0.00693565 0.0134445 0.00137792 0.0136036 0.00713585 internal_weight=1680.96 1276.77 237.185 176.968 404.187 60.2172 48.0089 19.7077 335.391 238.072 171.3 152.734 166.455 72.0692 94.3862 3.24227 91.1439 28.3012 1039.58 97.3195 70.1736 62.0861 60.9225 24.0807 6.49863 4.53832 8.08753 5.22678 17.582 12.9499 internal_count=27937 20457 4148 2948 7480 1200 1036 338 6085 4424 3460 3081 2758 1222 1536 25 1511 698 16309 1661 1184 1065 1050 426 125 89 119 85 301 231 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=0 0 1 4 7 0 4 7 5 2 0 8 5 7 4 4 1 7 0 0 3 6 1 6 7 4 4 4 6 0 split_gain=8.88001 2.79068 2.38621 1.84556 2.05536 2.19046 1.74651 1.64138 1.63562 1.61802 1.59589 1.57366 1.5718 1.52781 1.48319 2.28258 1.46875 1.4205 1.41204 1.98837 3.11589 2.04532 1.59483 2.04776 2.17148 2.03222 1.57565 1.51722 1.43903 1.77523 threshold=0.30130723118782049 0.35670730471611029 1.0000000180025095e-35 5.8305015982331341 0.062790244817733779 0.23967312276363376 10.881681250739051 0.26479019224643713 4.8769348854119734 1.0000000180025095e-35 0.39018172025680548 0.81666666666666676 6.9240744798897653 0.22227978706359866 10.320545151749769 7.5483082410249738 1.0000000180025095e-35 0.24570301920175555 0.35300642251968389 0.35177671909332281 1.0000000180025095e-35 0.46138942241668707 1.0000000180025095e-35 0.31987650692462927 0.098213501274585738 8.8116396437251385 11.371636715142673 8.3580325100788766 0.0063455922063440093 0.33945189416408544 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 12 5 -5 -4 -6 16 11 13 18 -1 -10 15 -7 17 -3 19 22 21 -21 28 24 -24 -26 27 -20 29 -2 right_child=1 8 6 4 7 14 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 26 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0026530824599507951 -0.0089728221853940318 0.004024574320651733 0.0019745431620478951 0.024532351299047891 0.0013374134413952701 -0.037597459402788087 0.032277762421796072 0.019645194707968598 0.024200764701230629 0.035218750820196536 0.034561448790393516 0.015642542517067221 0.013334843067793417 -0.0094146757267082291 -0.042163132301178435 0.014411250572815761 0.011357602681949243 0.046483323757924112 -0.0068127394417892692 -0.017869459874095894 0.042801055436344632 0.024946287149114961 -0.018750327265508446 0.015221543530098171 0.0027722355187709499 0.033258292806236794 0.031075462611400807 -0.037910229817072184 0.001014730441855744 0.011666124965891714 leaf_weight=851.52719103300478 25.589313448348552 161.0455131229246 121.10331764264265 1.0245531005784858 128.47675465757493 1.4245929848402741 1.7362787583842862 4.5639342479480538 2.5075584305450302 1.2762564384611312 3.4474328309297562 6.8288712121866402 5.5704246539098667 2.3640398746356368 2.2051768089877442 1.6267170738428829 30.81695843511261 0.71230427327100088 12.597558085049963 2.2658294220454982 2.6723225706373341 1.8033247878774998 3.9851198220858342 15.2383375178033 31.735203704301966 2.0980336731299749 0.87979286233894605 1.5902643953450031 245.23292012210004 4.394981936318799 leaf_count=12856 487 2786 2137 10 2057 23 31 234 42 64 45 233 80 35 24 35 594 18 261 58 21 26 218 364 547 51 17 26 4466 91 internal_value=4.40462e-11 0.00308756 -0.00154227 -0.00202863 0.00117373 -0.0155962 0.00240286 0.00196546 0.00591772 0.00150023 0.0189417 0.00137966 -0.00254917 0.0078882 -0.0234178 -0.00987053 0.0053551 0.00421154 0.00110144 0.00150551 0.0176334 0.00110517 0.0011743 0.00593673 0.00219555 0.00466271 -0.00788255 -0.0102984 0.000256195 -0.00594765 internal_weight=1678.34 559.082 1119.26 996.419 139.322 6.28104 122.84 133.041 200.894 358.188 8.31903 356.912 857.098 4.8716 5.25649 3.05131 192.575 161.758 350.083 335.015 6.74148 4.06915 328.274 53.0567 37.8184 33.8332 15.0676 14.1878 275.217 29.9843 internal_count=27937 10450 17487 15319 2383 92 2168 2291 3520 6930 122 6866 12936 77 82 58 3398 2804 6633 6329 105 84 6224 1180 816 598 304 287 5044 578 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=0 8 1 1 6 0 0 6 6 4 6 6 4 6 4 8 4 2 7 5 0 8 7 6 4 8 4 0 0 4 split_gain=8.63164 2.69612 2.41225 2.37978 1.96244 1.86752 2.20282 4.3179 2.66837 2.06913 2.11502 1.86412 1.804 2.10901 1.98158 2.74096 1.77825 1.68536 1.66557 1.56214 1.53185 2.1061 2.32595 1.9431 2.84466 2.34493 2.41975 2.83316 1.84663 3.19852 threshold=0.30130723118782049 0.77500000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.5158887803554536 0.36626343429088598 0.36913928389549261 0.77015903592109691 0.53924754261970531 6.1372323937815443 0.58758777379989635 0.77015903592109691 8.3430480616909453 0.49627493321895605 5.7287298032474538 0.30952380952380959 5.8305015982331341 1.0000000180025095e-35 0.26479019224643713 6.9240744798897653 0.3762121200561524 0.46428571428571436 0.079202610999345793 0.11946397647261621 7.658161156827366 0.2678571428571429 8.3430480616909453 0.37967713177204138 0.38770337402820593 7.5483082410249738 decision_type=2 2 2 2 2 2 2 2 2 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 16 5 -5 11 7 8 12 10 -8 17 13 14 15 -7 19 -2 -18 -1 -11 23 -23 24 -22 26 27 -25 29 -29 right_child=1 -3 -4 4 -6 6 9 -9 -10 20 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0026228587502181433 0.00029758489478867581 0.015720292335148853 0.0024517222168275224 0.0061372284846230359 0.024768821674724668 0.022634958003501886 -0.0041226533736543908 -0.052609135881981399 0.040005939867753609 -0.0042614264560692687 0.0093089786791430741 0.028643651805340467 -0.01815640609558837 -0.027469715532800552 0.045797373266619909 -0.029252665051360469 0.00053972592649799802 0.035128769467584982 0.019094567106474381 0.013199382667236222 0.015719692289851331 0.037078239984165012 0.00036717393360309451 0.031655948312094562 -0.029061871992017929 0.029923961637842413 0.035009539457998826 -0.052058622230240971 0.0057550961213278778 0.012083045679239724 leaf_weight=851.06546149033238 319.50476269115461 14.725371445994822 122.60100019950187 78.990922466473421 5.4381813922082065 4.5571312741376406 41.872996359597892 0.79200197383761484 4.0437672175467023 9.0040861738380027 14.105456629768012 2.1221755677834144 1.5876131411641825 0.87942346278578032 2.1856753564206883 1.1468413658440111 134.39800919377012 1.2551652427064244 4.4998097879215484 5.6533106639108146 3.3089851483237025 1.6628840486519063 23.565018930588849 2.5626303947065052 2.0786238368600607 9.4757330059073848 2.8758688233792773 1.6013678787276133 5.4860821706242859 1.2426684908568857 leaf_count=12856 5917 524 2168 1653 129 62 791 4 38 146 160 41 23 16 26 10 2149 68 234 80 72 44 390 18 35 133 26 19 92 13 internal_value=4.17435e-11 0.00305457 -0.00151899 0.00271005 0.00733731 0.00185502 0.00483182 0.0155884 0.0193391 0.00345673 -0.000738149 0.000619294 0.0112698 0.0165973 0.0215093 0.0122024 -0.00200795 0.000433883 0.00114084 -0.00251845 0.00719214 0.00910691 0.00278696 0.0146755 -0.00155774 0.018438 0.0105333 0.00407112 -0.00441493 -0.0240327 internal_weight=1674.29 556.071 1118.22 541.346 84.4291 456.917 134.035 15.1925 14.4005 118.842 55.9785 322.882 10.3567 8.76907 7.88965 5.70397 995.617 320.76 138.898 856.719 62.8639 53.8599 25.2279 28.632 5.38761 23.2444 13.7686 10.8927 8.33012 2.84404 internal_count=27937 10450 17487 9926 1782 8144 2118 179 175 1939 951 6026 137 114 98 72 15319 5985 2383 12936 988 842 434 408 107 301 168 142 124 32 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 1 4 7 7 6 7 0 4 6 7 6 6 0 6 6 4 4 6 6 0 7 7 4 7 1 7 8 6 0 split_gain=8.46011 2.74391 2.55742 2.91879 2.74556 2.55558 2.42167 3.70679 4.07219 3.43091 3.06075 1.96035 3.83278 2.0489 2.80089 2.08788 1.92348 1.86747 2.23173 1.99928 1.92733 1.85945 2.4095 1.84022 1.82959 1.81599 1.80754 1.79208 3.73931 2.08879 threshold=0.3216207623481751 1.0000000180025095e-35 5.5858978490996813 0.17751230299472812 0.16560484468936923 0.064812205731868758 0.20848474651575091 0.30878405272960668 6.1618492545347889 0.24148909002542499 0.17909063398838046 0.21714285761117938 0.23862028121948245 0.13542611896991733 0.11530225723981859 0.17126950621604922 9.5371841344544475 7.3691543947335907 0.53522199392318737 0.48759149014949804 0.34393528103828436 0.15599343180656436 0.16252005100250247 7.4268715355601502 0.11350248754024507 1.0000000180025095e-35 0.23645481467247012 0.46428571428571436 0.23222099244594577 0.10555810853838922 decision_type=2 2 2 2 2 2 2 2 2 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 25 4 11 -5 7 8 -7 10 -10 13 16 14 -4 21 -13 18 19 20 -2 -15 -23 -19 -20 -1 -25 28 -8 -29 right_child=1 -3 3 5 -6 6 27 -9 9 -11 -12 12 -14 15 -16 -17 -18 23 24 -21 -22 22 -24 26 -26 -27 -28 29 -30 -31 leaf_value=-0.0022582893269574018 -0.0032941694294596601 0.0093316362240583144 -0.0085929151344097295 0.018517813741282307 -0.015380345071691689 0.04655437544425646 0.018010360510485282 0.03333085107015258 0.049975835372233664 0.00815598858710119 -0.030782002867325735 0.038166476801226784 0.0022452742784698576 0.00062943918370562751 0.048857789196712312 -0.011485175452697951 0.001097819252278255 0.044199150437786813 0.040052824848145693 -0.0099295036826205357 0.0035461257060404412 -0.035329451449331563 0.014789431113408576 0.0049873456200963031 0.0052547902771785948 0.0018645801426237767 0.027951385299785938 -0.065818712431169074 -0.028910856294192152 0.004702175403964305 leaf_weight=930.69215565850755 65.576373470190447 67.546062680863542 1.4403033182024949 14.125297086487988 10.249854329973457 1.8468467886559725 2.157632076181474 5.0796803021803489 0.47080709692091005 11.713405241258441 4.1061863868962973 4.2589088544482356 65.7853071577847 65.699902913533151 1.6259092614054678 20.489451837609522 1.789076058194041 1.1341932835057367 1.389958289451896 18.291260746656917 85.287648340105079 2.8602954498492172 1.2365263998508451 91.845136970398016 62.756459473166615 107.2296531717293 3.1920582968741646 0.38819783926010032 5.2432716237381101 14.401104162003319 leaf_count=14296 1367 1395 15 299 190 18 38 64 6 176 77 72 1118 1109 10 327 32 9 37 379 1714 50 25 1610 927 2013 42 2 102 418 internal_value=-2.50969e-12 0.00382343 -0.00119254 0.00163367 -0.000314091 0.00737352 0.00390674 0.0106799 0.00433613 -0.000450159 -0.0224749 0.000620778 0.00434642 -0.00224605 0.0218713 -0.0030651 0.0272011 0.00269417 0.00124406 -0.000562809 0.000572841 -0.000593309 -0.0202023 0.006212 0.00600881 -0.00183235 0.00575865 -0.00317987 -0.0152316 0.0028511 internal_weight=1669.91 397.019 1272.89 234.968 175.436 59.5324 45.4071 23.2169 18.1372 16.2904 4.57699 165.186 71.8333 93.3524 3.06621 90.2862 6.04798 329.473 233.302 169.155 150.864 69.7967 4.09682 96.1714 64.1464 1037.92 95.0372 22.1902 7.4009 14.7893 internal_count=27937 7480 20457 4148 2948 1200 901 341 277 259 83 2758 1222 1536 25 1511 104 6085 4424 3460 3081 1184 75 1661 964 16309 1652 560 140 420 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=0 8 1 1 6 6 0 0 0 0 6 0 4 2 5 6 8 7 6 6 7 7 8 6 6 4 7 7 0 7 split_gain=8.49991 2.53349 2.35995 2.23052 1.93813 1.71326 1.82559 3.34248 4.19402 1.7981 3.54721 1.70535 1.64123 1.5506 1.5158 1.47385 1.83227 1.79278 3.57141 2.19332 2.27587 2.01704 1.85495 1.53737 4.98532 3.48166 3.01288 2.68333 3.68103 3.12335 threshold=0.30130723118782049 0.77500000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.5158887803554536 0.63250949978828441 0.23635840415954593 0.24622645974159243 0.24953934550285342 0.11601475998759271 0.64462941884994518 0.36328005790710455 18.230563520264287 1.0000000180025095e-35 4.8769348854119734 0.18327824026346209 0.63333333333333341 0.044574156403541572 0.23862028121948245 0.18576741218566897 0.093041922897100462 0.098213501274585738 0.58571428571428574 0.15397283434867862 0.15002845972776416 4.8390510236259301 0.059615150094032295 0.21651981025934222 0.21101059019565585 0.28124247491359716 decision_type=2 2 2 2 2 2 2 2 2 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 5 11 -5 12 9 -8 -9 10 -7 13 15 -2 -13 16 23 18 -17 -19 22 -22 -21 24 27 26 -25 -1 29 -29 right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 14 -14 -15 -16 17 -18 19 -20 20 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0030817575510377771 0.00050607470251228675 0.015391807158679474 0.0024357127234393918 0.0060116867607995948 0.024575406558741388 0.048721409698733772 0.047050781482340452 -0.034922554211121448 0.014444278949008672 -0.0025440966938559484 -0.0079366118658097881 0.0039406910286975934 0.026548490907229969 0.034882681415968869 0.018966018384648228 0.060521054802487484 0.015820186632485016 -0.020851394946955665 -0.0032406870079882146 -0.01205553341578789 0.036544122585728485 -0.0028501495448428589 0.033927317514178976 0.059291681412151874 -0.043384412110487575 -0.014198653449107113 0.0043247596667351099 0.0031750376383455573 0.013992662905030753 -0.018107361412522331 leaf_weight=250.23124247562373 309.04177801677724 14.577887083272797 121.85238287702668 78.451205262070289 5.4108039324346455 1.88656798005104 2.1646012123092069 1.8521093549206842 9.4584008084493671 30.95707199932076 2.1032110089436173 135.01225144637283 1.7752578002400685 1.1854360452853132 6.3259077239781609 1.1819504881277674 5.8016274622059418 6.448557225521653 2.3878450465854257 31.934308912430424 1.1724397586658586 508.97910577565926 0.80957105057313938 0.90985705610364576 2.6114579248242071 9.6557772571686638 65.945546170929447 26.091707498417236 21.318888555710146 8.1430559518557839 leaf_count=3404 5787 524 2168 1653 129 3 55 23 224 543 23 2210 22 67 80 20 168 74 38 595 16 8312 21 15 43 137 707 359 335 182 internal_value=8.83024e-11 0.00305223 -0.00150469 0.00271627 0.00720942 -0.00198783 0.003516 0.0128968 0.0063604 -0.000101122 0.0188541 0.00188183 -0.00226973 0.000637434 0.00461318 -0.00232394 -0.000913514 -0.0033206 0.0178707 -0.00345831 -0.00325171 -0.00275961 -0.0109186 -0.00116574 -0.0021101 0.00264075 0.00507282 -0.00175761 0.00420676 -0.00188718 internal_weight=1665.68 550.005 1115.67 535.427 83.862 993.82 48.422 13.4751 11.3105 34.9469 3.98978 451.565 945.398 310.227 141.338 943.623 390.709 552.914 3.5698 549.344 542.895 510.152 32.7439 384.908 308.396 76.5112 66.8554 305.785 55.5537 34.2348 internal_count=27937 10450 17487 9926 1782 15319 871 302 247 569 26 8144 14448 5854 2290 14426 5350 9076 58 9018 8944 8328 616 5182 4323 859 722 4280 876 541 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=0 4 1 4 7 0 8 8 4 4 6 4 0 6 4 2 4 0 0 0 2 6 0 0 7 0 4 0 6 6 split_gain=8.08997 2.51434 2.28384 1.88978 1.81749 2.46455 1.95628 1.77208 2.96116 2.81308 1.80627 1.71347 2.00314 2.68421 1.48676 1.48454 1.52045 1.46811 1.51928 1.43107 1.66254 3.68276 1.42414 2.92409 2.16382 2.19019 2.89319 2.22244 2.12836 2.41661 threshold=0.30130723118782049 6.2949371881501976 1.0000000180025095e-35 4.2889548831738527 0.13931881636381152 0.30803693830966955 0.58571428571428574 0.2678571428571429 9.5371841344544475 7.1541973415800237 0.0966337025165558 3.620247068523311 0.26026690006256109 0.15002845972776416 7.8095146949747472 1.0000000180025095e-35 6.2599681625794785 0.39519323408603674 0.30645774304866796 0.082279823720455184 1.0000000180025095e-35 0.35994276404380804 0.35670730471611029 0.37461771070957189 0.14943502098321917 0.36477345228195196 4.5567781820850657 0.36204144358634954 0.53924754261970531 0.48418529331684118 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 3 11 7 6 -6 8 9 -3 14 19 -13 -14 -11 16 22 18 -18 -1 -21 -22 -2 24 25 26 27 -24 29 -26 right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 -20 20 21 -23 23 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.020382416026466409 0.00035028839126824716 -0.025735570331724449 0.0024065609373297415 0.00069355676810430229 -0.016953848202243299 0.0090487346835728313 0.029433289602330725 0.0042271886300945753 -0.073054087686717423 0.022151198213369923 0.011646867588204143 -0.020311453906398363 -0.035600929037267692 0.0077741748697732161 -0.034335659283763802 0.034892216773813343 0.030903172673637888 0.038731880986907233 -0.018064744696763432 -0.0024324717269758002 -0.00023216767076544929 0.047527659003767146 0.0075983673051383252 -0.00018912621438284293 0.0046159876277652254 0.02638934462872005 0.034563525786418414 -0.035149260568170061 0.014746610993910272 -0.020624753191507687 leaf_weight=3.9552898730617008 235.36784298840212 3.9868962371256176 121.6434336779057 195.39671757274482 5.480867499485611 112.76616837782785 0.96182353980839241 65.107143231900409 0.59489279985427934 0.56761658750474309 7.1550205885432661 10.436090929433705 1.5890059499070028 6.6904166664462537 1.6055934950709341 1.1908289704006154 0.61785999441053352 0.49925386905670244 7.3985467169841286 763.51720092570031 5.955788370978552 1.9220118192024527 2.9464258374646333 55.875415171612985 15.41212409862783 11.075193935306741 2.0337652619928122 1.7415660391561685 12.735251874895765 4.3852014259900889 leaf_count=111 4815 86 2168 3634 86 1728 28 1442 4 18 100 175 24 116 26 66 20 15 149 11097 121 41 68 1027 271 161 64 28 166 82 internal_value=1.50709e-11 0.00297751 -0.00147255 -0.00194944 0.00567893 0.00801768 -0.0100288 0.00215059 -0.00756912 -0.00464338 0.00437145 -0.0025998 -0.0115695 -0.000550475 -0.019582 0.0014531 0.00133935 -0.011182 -0.0142906 -0.00238329 -0.002291 0.0114202 0.00165152 0.00453526 0.00978024 0.0181904 0.00468142 -0.00828217 0.00517943 -0.000974956 internal_weight=1660.61 549.505 1111.11 989.463 198.226 119.209 6.44269 79.0172 13.91 13.3151 9.32823 794.066 18.7155 8.27942 2.17321 351.279 350.088 8.51566 8.01641 775.35 771.395 7.8778 341.573 106.205 50.3295 17.797 6.72176 4.68799 32.5326 19.7973 internal_count=27937 10450 17487 15319 3518 1842 114 1676 234 230 144 11685 315 140 44 6932 6866 184 169 11370 11259 162 6682 1867 840 321 160 96 519 353 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 4 4 1 1 6 8 0 6 0 6 7 6 6 0 3 7 7 0 3 0 0 7 7 7 4 5 6 6 6 split_gain=8.12275 2.75193 4.445 2.62398 2.28553 1.91127 1.88933 1.62774 2.98109 1.90701 2.68746 3.03572 2.331 3.16909 2.2886 2.49873 2.18051 2.60627 2.07985 2.12131 1.98633 1.89042 2.07539 2.03748 1.83227 1.61048 1.58434 1.58127 1.79296 1.68142 threshold=0.30130723118782049 5.4875707448963515 5.6369180942768997 1.0000000180025095e-35 1.0000000180025095e-35 0.62243640422821056 0.81666666666666676 0.33509652316570288 -1.0000000180025095e-35 0.30803693830966955 0.42607006430625921 0.1779703572392464 0.046019170433282859 0.46138942241668707 0.31119388341903692 1.0000000180025095e-35 0.14572434127330783 0.20848474651575091 0.3149088472127915 1.0000000180025095e-35 0.33347861468791967 0.30443450808525091 0.15948732942342761 0.12342920154333116 0.064823031425476088 18.230563520264287 6.0619181497881103 0.18576741218566897 0.43689101934432989 0.40714266896247869 decision_type=2 2 2 2 2 2 2 2 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 7 -3 6 5 25 26 9 -9 12 11 20 -2 21 15 -13 -15 -18 -16 -20 -11 22 23 24 -14 -1 -4 -23 29 -29 right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 14 13 16 18 -17 17 -19 19 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0023165654532746149 -0.014978201163138485 0.03902130342707924 0.0023084814630930373 0.011631429187276669 0.0024048574321344544 0.0036719905770570692 0.018141650453265847 0.042407750366701892 0.0028044970665972732 -1.9293002042088324e-06 0.0037277547526663882 0.027123907375959082 -0.029941048628927998 0.011309037654592905 -0.034933420429404387 -0.021722973275738439 -0.046110569312287263 0.0031342921486362464 -0.022814150172441438 -0.0034583130139691528 -0.025383917822097934 0.036011068897354143 0.016620838173455617 -0.024836506482613156 0.020967289784590396 0.02613131752987977 0.015655153197296767 0.01418415041306036 0.050304116259603217 -0.022733651876618282 leaf_weight=934.8137023360905 4.7820116311777374 3.4678223190130657 190.73767270776443 42.267590797506273 121.67490160482703 51.537814674084075 7.5665692215698064 1.7311695904645592 144.18608355574543 43.865914052759763 34.80890934902709 2.3341771708801415 0.84798698325176003 2.3243406886467701 4.8392577595077482 1.580841660499573 2.2876784875988965 1.6757992515340445 10.107726909482153 10.277351038064808 2.9622632226964916 3.7403506269911295 5.6600475108716637 3.3016118444502354 2.5487470445223153 1.7944441875442851 8.3553427469450963 8.5593895488418621 1.069028666242956 1.2758176857605565 leaf_count=14377 75 134 3379 801 2168 920 301 22 2768 995 759 38 18 46 69 23 48 45 212 125 58 70 72 53 55 22 128 127 12 17 internal_value=2.86229e-12 0.00299145 0.00529068 0.00482077 -0.00147484 -0.00195257 0.0034278 0.00102274 0.00327435 -0.00118453 -0.00317524 -0.00633824 0.00460763 0.00742101 -0.0139407 0.00740007 -0.0117605 -0.0252893 -0.0172529 -0.0130557 -0.00160755 0.0118875 0.00324678 -0.0080542 0.00825814 -0.00226206 0.0028686 0.0191794 0.0134058 0.00939519 internal_weight=1656.98 547.162 252.395 248.927 1109.82 988.146 206.66 294.767 145.917 148.849 110.776 75.9675 38.0728 33.2908 29.1394 3.91502 6.28782 3.96348 25.2243 20.3851 46.8282 27.003 12.3584 6.69835 3.39673 936.608 199.093 14.6446 10.9042 9.83521 internal_count=27937 10450 4743 4609 17487 15319 3808 5707 2790 2917 2279 1520 638 563 467 61 139 93 406 337 1053 424 198 126 73 14399 3507 226 156 144 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=0 1 4 6 0 7 0 0 0 7 0 6 4 0 0 0 0 6 6 7 0 6 6 6 7 0 7 0 0 6 split_gain=8.29378 2.42169 2.40717 1.78678 1.73589 2.36552 5.00745 2.34709 2.14385 2.05658 2.31683 2.46211 1.73177 1.69189 2.23938 3.65837 1.64239 1.42383 3.48161 2.72857 3.34613 3.99625 4.36606 3.90426 2.242 2.06042 1.90713 1.81843 1.66725 2.54629 threshold=0.30130723118782049 1.0000000180025095e-35 6.2949371881501976 0.63250949978828441 0.2200538516044617 0.22978849709033969 0.11917395517230035 0.13860209286212924 0.12311408668756486 0.24501123279333117 0.13860209286212924 0.67182275652885448 18.230563520264287 0.1456677243113518 0.15014769881963733 0.17005720734596255 0.14319836348295215 0.2432506009936333 0.24148909002542499 0.25562639534473425 0.18560730665922168 0.20477745682001117 0.2275723069906235 0.23222099244594577 0.25325515866279608 0.29199722409248358 0.19046599417924884 0.096301417797803893 0.16054411977529529 0.58758777379989635 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 7 -7 -5 -8 -10 -11 -12 17 -9 -15 -16 -13 18 19 24 21 -21 -23 -24 -1 -22 -20 -19 29 -29 right_child=2 -3 -4 4 -6 6 8 13 9 10 11 16 -14 14 15 -17 -18 27 26 20 25 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0020173810834086749 0.0015284991651426355 0.002507807980674038 0.0056764291425434573 -0.033115842641496418 0.011607754586342884 0.039523834907143382 -0.055801488328384136 0.022684547741830107 0.024139716936954513 -0.047693592887875266 0.054518141200078023 -0.039765873618112048 0.026420151425470047 -0.03784641015524251 0.038959131356095168 -0.013112846366958563 0.00049474593421959165 -0.019315799820207029 0.01084756458830095 -0.0095985540809237751 0.016744437732348211 0.055080460242480235 -0.041868242014781266 0.031029943461675796 -0.041698468123009404 -0.037390560382838084 0.052759535923103014 0.0031446027336455183 -0.0041746669412206713 -0.015659020249825871 leaf_weight=468.97039287694497 347.90276149877172 121.51431112355203 197.34220906742848 3.0300411568023291 16.416348012629896 3.3989735217765 0.61926232185214658 1.8755021318793286 2.7819792167283586 1.0281128529459227 0.68498114868998428 1.0475246049463729 1.8905513426288951 1.8649381399154643 1.5958709251135585 5.0784839168190956 7.0444250113796443 6.5293363624950862 2.7527743559330693 15.876939457783012 18.857495726209894 2.0280753223196362 1.2526512406766417 1.4004785455763338 1.2849876545369614 0.65473532179021177 1.5148103300016371 57.998422440090508 353.36923518140975 7.2967883469536892 leaf_count=6258 6932 2168 3518 35 379 23 3 18 37 14 12 10 22 9 21 64 246 95 51 258 395 38 8 14 22 20 24 883 6267 93 internal_value=2.16957e-11 -0.00148872 0.00302977 -0.00198018 0.00376268 -0.000523074 0.00705077 -0.00987727 -0.001307 0.00137405 -0.00508524 -9.41823e-05 -0.00226356 -0.00311633 -0.00878303 -0.000662182 -0.0047171 -0.00232126 -0.00125982 -0.00148547 0.00602938 -0.00241646 0.0219426 -0.00338828 -0.00212581 0.0149279 0.0257245 -0.00360588 -0.00336087 0.00104328 internal_weight=1654.9 1109.66 545.245 988.144 46.4664 30.0501 16.6053 13.4448 13.2063 12.587 9.80504 8.77693 941.678 10.4148 8.53929 6.67435 8.09195 939.787 514.593 510.326 40.0704 20.5581 4.68121 2.65313 470.255 19.5122 4.26758 425.194 418.664 65.2952 internal_count=27937 17487 10450 15319 871 492 345 147 322 319 282 268 14448 112 94 85 256 14426 7088 7013 733 318 60 22 6280 415 75 7338 7243 976 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=0 6 1 0 5 4 4 7 6 0 6 0 4 4 6 0 0 6 0 7 7 7 2 1 6 7 4 6 0 0 split_gain=7.82225 2.91702 2.60371 2.32671 1.71707 1.64233 3.12737 1.58417 1.52212 2.34713 1.97957 1.57287 1.5093 2.2858 1.45575 3.10125 2.31713 1.46226 1.35206 2.11365 1.91265 1.73815 1.34938 1.35622 1.65589 2.2206 3.10052 1.87647 1.64604 1.56562 threshold=0.30130723118782049 0.62243640422821056 1.0000000180025095e-35 0.36328005790710455 4.8769348854119734 5.8397386857376938 5.9275776319288873 0.26479019224643713 0.13069976866245273 0.38173092901706701 1.0000000180025095e-35 0.45072206854820257 7.8440783104405538 7.0389304389073812 0.65015435218811046 0.20976476371288302 0.24622645974159243 0.77015903592109691 0.36773906648159033 0.12829495221376422 0.14832668751478198 0.14717754721641543 1.0000000180025095e-35 1.0000000180025095e-35 0.28428718447685247 0.098213501274585738 4.750962284912787 0.27393284440040594 0.36204144358634954 0.30878405272960668 decision_type=2 2 2 2 2 2 2 2 2 2 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 22 8 -1 -7 -8 9 10 18 -10 13 -4 16 -16 -3 -17 20 -20 -5 -21 23 28 25 -25 -27 29 -2 -28 right_child=3 14 12 4 -6 6 7 -9 11 -11 -12 -13 -14 -15 15 17 -18 -19 19 21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0028212073804193051 0.00098464084154994817 0.013698873371621813 0.0024121741882393872 -0.045478727627800773 0.020429325085797322 0.033230625698402731 -0.00044571685188238915 0.018879876654041648 0.0031312607790189044 0.003842239888551667 0.032954022828925969 0.019096549003734673 0.014564586569169239 -0.017695670198824866 -0.008436192349110385 0.0081370180569857783 -0.02673768593938454 0.041454234644353709 0.041948554160171646 -0.0328201102609115 0.014286848330589338 0.015951911447906225 0.034585891912102061 -0.019742665469738453 0.011482677637489641 -0.0025957272564070418 -0.0055497337747654257 -0.022332240483401707 -0.017124807850975182 0.026636915576942463 leaf_weight=808.13530326813634 307.7732119493885 21.125842036912221 105.72016412037192 0.84212084254250097 6.965351694263517 2.6311009917408219 118.85830210015411 3.9441774556908049 127.20699771645013 17.184781832271256 6.2415350154042244 5.8072163430042556 8.4946941834641603 5.345275209285318 14.891511566704141 12.531775595620273 1.3573389640077937 1.3094557682052244 2.0343486182391644 0.88652222789824042 1.1266923549119381 2.5472236091736704 1.1139224093640212 3.9569042275834354 25.290785642515402 21.042835894040767 1.6350747006945283 0.9798865965567537 4.5845093808602533 8.0881440079538134 leaf_count=12208 5885 234 1831 8 100 25 1947 219 2232 381 89 62 147 142 341 294 23 76 23 11 23 41 67 199 641 398 32 12 89 157 internal_value=6.8989e-11 -0.00145164 -0.00179166 0.00293983 0.00584104 -0.00232548 0.000868361 0.000174984 0.00522098 0.0112232 0.0204963 0.00382828 0.00237662 0.00144444 0.00553996 0.0010659 0.0112577 0.011289 0.0100409 0.0177165 -0.0112767 0.00335998 0.00161621 0.00151784 0.00560961 0.00144931 0.00409074 0.0172367 0.000718846 0.0212243 internal_weight=1649.65 1104.34 1053.13 545.308 170.843 933.569 125.434 122.802 163.877 30.8632 13.6784 133.014 119.56 111.065 51.2159 28.7327 22.4832 13.8412 7.43691 5.46809 1.96881 3.43375 374.465 373.351 60.9936 35.7028 31.7459 10.7031 312.358 9.72322 internal_count=27937 17487 16519 10450 2970 14399 2191 2166 2870 576 195 2294 2120 1973 968 711 257 370 106 75 31 52 7480 7413 1439 798 599 201 5974 189 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=0 0 4 4 6 1 1 4 6 6 7 7 0 0 7 0 0 7 7 0 6 6 7 4 0 7 6 6 7 0 split_gain=7.56337 3.23438 2.27192 2.42378 3.78748 2.12431 1.89738 1.70012 1.5513 1.69113 2.3173 4.91743 2.30612 2.40417 1.99942 2.65421 2.79312 1.77301 1.67818 2.79474 1.64317 3.65483 1.91603 1.58723 3.71022 2.27666 1.97096 3.43531 1.90091 2.9449 threshold=0.30130723118782049 0.41439051926136022 7.5348514732503933 7.3396382272272538 0.48759149014949804 1.0000000180025095e-35 1.0000000180025095e-35 6.2949371881501976 0.62243640422821056 0.25801779329776769 0.12876180559396747 0.13020712137222293 0.1478260010480881 0.16634598374366763 0.2631687074899674 0.18560730665922168 0.29199722409248358 0.27821534872055059 0.33815607428550726 0.24045421183109286 0.17462222278118136 0.22395486384630206 0.28124247491359716 6.373306629157784 0.26542399823665624 0.2036206051707268 0.17599163949489596 0.048735044896602638 0.14176556468009952 0.27595959603786474 decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 8 -2 9 14 12 -12 -11 -14 23 17 18 -16 20 -20 22 -22 -17 -1 26 28 27 -25 29 -26 right_child=1 5 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0021039606042498721 0.0010576038104766574 0.0087421265305073284 0.0038983861325795365 -0.027744906032662456 0.029767281691990933 0.029918932951050036 0.0020890557295992524 0.0047188640946084657 0.0032550198045788016 0.061047944294210489 0.046503960564623754 -0.0033580720208328443 -0.05332427031368555 -0.010063449720868275 0.030827077660787069 0.045647353410614648 -0.042007107826023557 -0.0077635872053633476 0.01693699679909241 -0.050888379475939466 -0.027947092975595993 0.031249534760370561 0.017861908815652045 0.033066348124197786 0.033732100179324834 0.038009716797375789 0.044473019262470125 -0.0070745603072844537 -0.02423400714366427 -0.015778964360011381 leaf_weight=456.41656481387326 336.74259254822391 29.015685180202127 67.663069045520388 6.4558065137825897 1.2263218332082031 4.9975278323981902 109.16008979659819 172.67970853991574 46.32398310181452 0.4001784473657598 1.7900078184902657 321.10715802686173 1.1907386649399985 39.812422211398371 1.1786633017472947 3.0787784365238684 0.78015198739012603 11.784299555729374 1.5237776920839672 0.85274940088856954 1.820895263073907 1.9374168375506995 8.1367329164859239 3.7253994243219513 1.739563584327694 0.95123942662030536 2.2219473067671061 3.9568526828661561 4.6584005923941731 2.8568515747319907 leaf_count=5996 6773 491 1177 111 20 59 1911 3127 878 3 22 5562 10 862 30 78 21 222 40 11 22 31 199 32 24 14 29 65 60 57 internal_value=9.60497e-11 0.0028967 -0.0014275 -0.00177565 -0.0185641 0.0118536 -0.00165012 0.00229867 -0.00209463 -0.00237884 -0.00393844 -0.00308166 -0.0106203 -0.0113198 -0.00125958 0.00611118 0.0135226 -0.00425471 0.0160195 -0.00740022 0.0197365 0.00256888 0.0254893 -0.00174053 0.00650786 -0.00618597 0.0195886 0.0123912 -0.0107285 0.00295904 internal_weight=1646.19 543.436 1102.75 1035.09 7.68213 34.0132 1027.4 509.422 918.245 871.921 364.301 322.897 41.4033 41.0032 507.62 31.0935 18.1305 12.963 17.3504 2.37653 14.9738 3.75831 11.2155 476.527 20.1103 10.2061 9.9042 7.68225 9.25482 4.59642 internal_count=27937 10450 17487 16310 131 550 16179 9900 14268 13390 6459 5584 875 872 6931 654 402 252 381 51 330 53 277 6277 281 155 126 97 141 81 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=0 8 1 6 1 6 0 0 0 8 6 0 4 6 6 6 6 6 7 4 7 2 4 4 7 6 0 6 0 8 split_gain=7.34219 2.2859 2.18759 2.16549 2.00173 1.81414 1.52923 1.67511 1.58193 2.09778 3.10884 1.96493 1.95803 2.02913 4.28605 1.77413 1.6927 1.49645 1.54664 1.41208 1.34929 1.34786 1.34376 2.80653 1.50828 1.33767 1.98772 1.61536 1.32154 1.70499 threshold=0.30130723118782049 0.77500000000000013 1.0000000180025095e-35 0.62243640422821056 1.0000000180025095e-35 0.5158887803554536 0.36328005790710455 0.36204144358634954 0.36913928389549261 0.30952380952380959 0.20896020531654361 0.36773906648159033 6.1372323937815443 0.37537464499473577 0.47614406049251562 0.58758777379989635 0.0063455922063440093 0.012195987626910211 0.077514082193374648 10.881681250739051 0.18891868740320208 1.0000000180025095e-35 5.8397386857376938 5.9275776319288873 0.26479019224643713 0.41295906901359564 0.36477345228195196 0.52738630771636974 0.37283328175544744 0.46428571428571436 decision_type=2 2 2 2 2 2 2 2 2 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 22 6 17 7 21 9 10 16 25 13 -10 -15 -16 -8 18 -6 -4 -20 -2 -1 -24 -25 26 -11 -27 -14 -30 right_child=1 -3 19 -5 5 -7 8 -9 12 11 -12 -13 28 14 15 -17 -18 -19 20 -21 -22 -23 23 24 -26 27 -28 -29 29 -31 leaf_value=-0.0026555674947576573 0.00069405644376713716 0.01459451613401961 0.0020062750704907492 0.0042499870861452786 -0.030476486060431424 0.023726762800461019 0.0038387604092359768 -0.018326176264246933 -0.0088307309760272679 0.037390345534209869 0.0094633199952886046 0.023511102676613597 -0.0081992426970042137 0.030396962731100069 -0.0077769446578635553 0.0070113473384070526 0.04866713645607959 0.0044124598238848237 0.030731583699116081 0.029510542018877203 -0.007806929800829334 0.034422601760156955 0.031099324565779803 -0.00058078169336051781 0.018378566949613082 -0.051528503091856782 -0.013664870529527825 -0.0023770685070863854 0.012980127129158617 0.0024378212415342251 leaf_weight=803.93669944139401 301.56230596458772 14.52698797440098 119.41056745121023 49.237609263975173 0.50802066968753834 5.3374518045457071 0.9707684786990346 4.1722628462593994 20.085638626129366 0.98558526067063157 12.067566905636339 2.0565843405202031 4.9876837902702382 4.5203708489425471 15.887223776546309 13.509636744856833 3.4601362738758326 71.416817857912974 4.772098499146523 1.7039452713215713 0.98668818455189455 1.0701154898852099 2.6731765065342179 118.1330954831792 3.9011038301832732 1.2396493973210456 2.2601262870011851 1.1695208065211771 28.788967192871496 26.530433323001489 leaf_count=12208 5699 524 2137 920 18 129 14 90 441 31 159 31 72 95 255 160 42 1501 114 31 20 65 25 1947 219 13 42 19 447 469 internal_value=-3.73177e-11 0.0028544 -0.00140999 -0.00188103 0.0025316 0.0068083 0.0017343 0.000553042 0.00435064 0.011317 0.0173544 -0.00159992 0.00287523 -0.00127398 0.00320109 -0.000980829 0.0388457 0.00564588 0.019702 0.00239323 0.0241285 0.000813321 -0.00220611 0.000691388 2.52975e-05 -0.0107324 0.00183844 -0.0276682 0.0065907 0.00792418 internal_weight=1641.87 542.873 1099 977.882 528.346 83.0211 445.325 306.805 138.52 24.2099 16.4985 7.71147 114.31 54.0029 33.9172 29.3969 4.4309 77.6836 6.26681 121.115 5.75879 302.632 928.644 124.707 122.034 5.65488 3.24571 2.40917 60.3071 55.3194 internal_count=27937 10450 17487 15319 9926 1782 8144 5854 2290 351 215 136 1939 951 510 415 56 1653 152 2168 134 5764 14399 2191 2166 105 73 32 988 916 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=0 4 1 6 5 6 4 3 6 6 6 0 8 0 6 5 0 7 7 0 1 0 0 4 4 0 6 7 1 6 split_gain=7.14396 3.68605 2.65561 2.10906 2.44736 1.9925 2.03664 1.8592 4.59895 3.76316 2.27887 1.95546 1.77264 1.6679 2.06804 2.61976 1.52963 1.43508 2.25252 2.09607 1.9998 2.43184 1.92467 1.40059 1.60536 1.62457 3.72818 1.37883 1.4245 1.56029 threshold=0.35670730471611029 7.5483082410249738 1.0000000180025095e-35 0.46768999099731451 4.3805283958209396 0.62120735645294201 7.4268715355601502 1.0000000180025095e-35 0.41682198643684393 0.21600706130266192 0.20477745682001117 0.2200538516044617 0.35416666666666669 0.23352111876010898 0.58040139079093944 7.620172048983699 0.19544178247451785 0.13117138296365741 0.079202610999345793 0.30291011929512029 1.0000000180025095e-35 0.27089750766754156 0.30878405272960668 7.523290384156204 7.3396382272272538 0.29667529463768011 0.37846760451793676 0.25011394917964941 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 23 -7 11 9 10 17 16 -11 -13 -15 -16 -3 18 -9 -19 -20 -22 -21 24 -1 -26 -27 28 -2 -30 right_child=27 7 3 -5 -6 6 -8 8 -10 12 -12 13 -14 14 15 -17 -18 19 20 22 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0019121054745096875 0.0041511893412529768 0.0024329621415127376 0.0019700032743694617 0.015911556866082605 -0.035444456956707185 0.0039390789446930429 -0.048017855888204342 0.034106424419571464 -0.020108129839622488 0.045777838368909279 -0.037242123997055239 -0.020500392057808552 0.0099004171188680212 0.004890337506736989 0.030743911171439455 -0.025808047958127897 0.042353711629503216 0.028851428998463914 -0.033574346765386447 -0.057143904043923902 -0.034317040362532414 0.044418571196870184 0.01293128480197869 0.040593072381042442 -0.026335578177440266 0.027824088942150181 -0.023945063942071718 0.045329030007704406 0.033793725639789371 0.0091812913686971781 leaf_weight=1083.6657059892823 159.09844782936852 1.3627196459565305 145.69572772519314 9.839627407898659 1.5906617175787676 64.73483601573389 0.68619876354932685 0.79083671327680516 9.0628365812590328 1.3329460173845316 2.1454331125132731 2.1595047102309755 17.66541526094079 79.071054179861676 5.323104625567793 0.85575899481773365 2.3596152891404927 2.3361767497844999 3.2644578472245485 0.61837326060049214 0.64165437594056107 0.7849319742526859 0.82121899304911494 0.69452637736685474 4.8950596111826581 2.1597892354475334 2.9786024112254381 0.77743578795343538 2.5249492037110057 28.302460809936747 leaf_count=17503 2882 40 2781 245 64 1281 12 22 181 22 26 30 293 1426 69 17 32 80 39 5 11 35 20 25 66 37 55 21 35 582 internal_value=2.50144e-11 -0.000719062 -0.00119579 0.00246429 0.00156594 -0.00169164 0.0033941 0.00408828 -0.00135112 0.00424044 -0.00938333 0.0064438 0.0124176 0.00553694 0.00619651 0.0229116 0.027739 -0.00292713 -0.0127299 0.011305 -0.0206257 0.00900463 -0.0171693 -0.00199566 -0.0020227 -0.0139676 -0.00218525 0.00545805 0.00529485 0.0111972 internal_weight=1638.24 1447.54 1316.94 157.126 147.286 1159.81 65.421 130.596 39.4643 30.4014 11.4031 91.1318 18.9984 87.4094 85.2499 6.17886 3.72233 9.25765 5.48188 3.77577 4.69104 1.42659 1.43959 1094.39 1093.7 10.0335 5.13839 190.703 189.926 30.8274 internal_count=27937 24417 22069 3090 2845 18979 1293 2348 734 553 238 1614 315 1542 1512 86 72 212 107 105 85 46 25 17686 17661 158 92 3520 3499 617 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 1 8 0 0 0 4 5 6 6 6 2 5 6 6 1 0 6 0 6 6 6 7 7 6 7 6 4 0 8 split_gain=7.10688 2.76058 1.9616 1.92991 1.89458 1.79172 1.73054 1.60293 1.55972 3.37583 1.63209 1.55733 1.54555 1.84298 1.52065 1.50333 1.40329 1.37626 1.97199 1.68413 1.61562 1.5865 1.86996 1.456 2.12689 1.76066 1.67248 1.39879 1.37529 1.51344 threshold=0.29065339267253881 1.0000000180025095e-35 0.73214285714285732 0.36328005790710455 0.20976476371288302 0.36913928389549261 6.1372323937815443 4.9330445580954017 0.37537464499473577 0.47614406049251562 0.58758777379989635 1.0000000180025095e-35 4.3805283958209396 0.54385313391685497 0.62243640422821056 1.0000000180025095e-35 0.36204144358634954 0.15397283434867862 0.36626343429088598 0.63820993900299083 0.57796794176101696 1.0000000180025095e-35 0.23443570733070376 0.151058204472065 0.53924754261970531 0.19315263628959659 0.55996587872505199 4.467081533577633 0.37283328175544744 0.46428571428571436 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 11 -4 17 8 12 -7 -10 -11 16 -3 -14 15 -1 -2 21 19 20 27 22 -5 -20 25 -25 -26 -19 -8 -30 right_child=1 7 4 5 -6 6 28 -9 9 10 -12 -13 13 -15 -16 -17 -18 18 23 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31 leaf_value=-0.0023434615906773688 0.00063723688358892036 0.007062150556510537 -0.0082869445180848746 -0.012978900947772577 0.019082762975433543 -0.0075383362192298631 -0.0085885338344514547 0.032026847344473759 0.027647184309156358 -0.0071916788789342587 0.0070302002140607339 0.035128697509545823 -0.040339962820857916 0.0420346363383498 0.0036108306361566649 0.0014336148395723244 -0.017200161420188344 -0.016551882223193124 0.036134874210390286 0.031472014669505853 -0.050316235053026015 0.040160952707845747 0.043592916292332327 -0.035770837055442685 0.045817322642054077 0.0074695798305390304 0.0064300900849409131 0.011787884785176634 0.012719718582237501 0.0030088498544369739 leaf_weight=857.70853895789332 370.61184018793574 94.009107651014347 3.2182898843238927 1.4910660475725337 7.7761051431225496 19.751853339606896 5.0034373963717362 2.2808902068063608 4.3795248782262197 15.663403947139161 13.540109016932545 1.1688377317041148 1.2000781595706929 0.30696883797645558 46.812845104228472 106.6284982500365 4.0123939847107968 3.3644642992876488 2.6251001879572859 1.111680321395397 0.73618025146424759 2.9649079721421003 0.81236746534705151 1.1451992238871733 1.9970613000914457 3.2601182439830154 1.8871250199154017 2.9347820288967341 28.549496220774017 29.235214697895572 leaf_count=12841 7144 2083 253 30 359 441 77 72 95 255 173 79 55 1 658 1836 89 58 59 17 12 46 6 18 9 34 23 57 447 610 internal_value=1.87205e-11 0.00255094 -0.00153245 0.00167544 0.0110711 0.00467578 0.00312481 0.00717249 -0.000848808 0.00308564 -0.000597753 0.000554064 0.00657898 -0.0235612 -0.00166949 -0.00192582 0.00044619 0.0120783 0.0083272 -0.0028413 -0.0082632 0.0256503 0.00697266 0.0166638 0.0104978 -0.00377113 0.0266811 -0.00334855 0.00650017 0.00780667 internal_weight=1636.19 614.043 1022.14 516.246 10.9944 140.453 116.123 97.797 53.3349 33.583 29.2035 375.793 95.5162 1.50705 1011.15 964.337 374.624 24.3301 19.0617 8.14711 7.03543 5.26834 2.30343 10.9146 8.2895 4.40532 3.88419 6.29925 62.7881 57.7847 internal_count=27937 11990 15947 9779 612 2467 2098 2211 964 523 428 7312 2139 56 15335 14677 7233 369 287 144 127 82 36 143 84 52 32 115 1134 1057 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=0 1 4 6 0 0 6 7 6 4 4 5 8 0 0 0 4 0 0 0 0 6 7 6 7 0 3 0 0 7 split_gain=6.87061 2.75605 1.92712 2.50758 1.86008 1.76933 2.98538 1.72515 1.65834 1.58951 1.6866 1.5747 1.89857 1.57017 1.59465 1.52014 1.51205 4.01443 3.74431 2.82047 3.33432 2.01724 3.17574 2.72441 3.61929 3.12824 4.45076 2.30624 4.72841 4.15852 threshold=0.29065339267253881 1.0000000180025095e-35 3.4095694672034971 0.52738630771636974 0.43724593520164495 0.28438821434974676 1.0000000180025095e-35 0.1868301257491112 0.59161117672920238 17.123868445595125 16.223126738475681 4.8769348854119734 0.46428571428571436 0.28855867683887487 0.28760881721973425 0.32745061814785009 2.5289968048817539 0.27440419793128973 0.26385782659053808 0.20976476371288302 0.22705212235450747 0.17828142642974856 0.044574156403541572 0.078136764466762557 0.15599343180656436 0.13860209286212924 1.0000000180025095e-35 0.21475280076265338 0.19973861426115039 0.083783496171236052 decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 16 7 13 11 10 -2 -5 -13 14 -7 -12 21 18 19 -18 -21 23 -23 24 25 -1 -27 28 -25 -29 right_child=1 -3 3 8 -6 6 -8 -9 -10 -11 15 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 27 -26 26 -28 29 -30 -31 leaf_value=-0.028840313221673058 0.0013465211045211171 0.0071283474572132856 -0.00020710924596767627 0.032531157948904502 0.012837251399220652 -0.013274307195724594 -0.015712766510888428 0.03984534440664992 0.005360429097779471 0.014785635909091202 -0.048951519757269399 0.024216036413269644 -0.045481094489483738 -0.043710831038335472 0.058758381707602059 -0.0079446192791275787 -0.027292315882514004 0.015956513067278917 -0.033762420066072336 0.019270298105043316 -0.0088781357724087816 0.045581606341670085 -0.0031430332065301848 0.0030923644491869557 0.0019584227806322568 -0.0098431473527390984 0.014828674601524039 0.022525608585378467 -0.016594256327799838 0.0035429806039849378 leaf_weight=6.0888309031142844 487.17814558996179 97.769897001679055 245.50429805908789 4.5187165859752012 13.002016274025662 0.67515354161151042 17.701801024202723 1.4582999465055762 16.764933028956875 7.7951975825708351 0.93332541757263143 0.89513603411614873 0.57945951446890831 0.59929245058447111 0.46855426579713821 6.3425851485226303 5.0450907665654112 5.4267175933346143 5.798961780499666 4.9335581008344915 16.302711153402925 1.20731960562989 425.0522522143583 48.511393861335819 61.84471366059006 43.260795693844557 7.761373712681233 12.07197259692475 14.192813859321175 74.391435052733868 leaf_count=70 9349 2211 4062 73 204 19 423 22 503 111 16 14 11 9 5 99 102 84 108 74 257 25 6612 559 933 637 139 170 162 874 internal_value=5.68567e-11 0.00251056 -0.00150729 0.000675988 0.00163432 -0.00228531 -0.0108914 0.0157687 0.0102024 0.0013443 0.0011324 0.0237467 -0.00317226 -0.00437537 0.016236 -0.0132048 -0.00203952 -0.00790663 -0.0119433 -0.00712896 -0.00233876 -0.0017226 -0.00300503 0.000316177 -0.00307019 -0.00851562 -0.00609013 0.00301668 -0.00136361 0.00619332 internal_weight=1634.08 613.021 1021.06 268.263 515.251 752.793 20.9031 3.2013 22.7582 502.249 494.454 5.99331 1.4746 1.743 1.14371 7.27591 731.89 37.507 32.0803 26.2814 21.2363 694.383 426.26 268.123 118.956 57.111 51.0222 149.168 62.7042 86.4634 internal_count=27937 11990 15947 4663 9779 11284 478 55 601 9575 9464 98 25 33 24 115 10806 625 541 433 331 10181 6637 3544 1779 846 776 1765 721 1044 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=0 8 5 1 1 6 0 0 6 6 4 6 3 4 0 0 0 6 2 0 0 0 6 6 0 4 4 4 8 0 split_gain=6.75561 2.45758 2.23551 2.1162 2.0749 1.89361 1.5983 1.56221 1.48631 1.47772 1.47112 1.2635 1.54146 1.21094 1.15796 1.3045 1.4971 1.14709 1.14387 1.8032 1.51597 1.63072 2.44512 1.9251 1.13047 1.0755 1.66516 1.45167 1.19924 1.5725 threshold=0.32026907801628118 0.73214285714285732 6.9240744798897653 1.0000000180025095e-35 1.0000000180025095e-35 0.63250949978828441 0.45072206854820257 0.20976476371288302 0.77015903592109691 1.0000000180025095e-35 2.5403740476076084 0.46768999099731451 1.0000000180025095e-35 5.6025430439302966 0.31119388341903692 0.29979285597801214 0.29584078490734106 0.26703691482543951 1.0000000180025095e-35 0.18261330574750903 0.16634598374366763 0.082279823720455184 0.14546769857406619 0.19459535181522372 0.33261813223361975 17.123868445595125 22.611801717408074 16.890497180503655 0.63333333333333341 0.37283328175544744 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 10 25 17 18 24 -4 -5 -13 -11 15 16 -9 -3 -1 20 21 23 -23 -20 -6 27 28 -2 29 -27 right_child=2 7 5 11 9 -7 -8 14 -10 13 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0018543420989258863 0.0016084159071221833 0.034701072835478394 -0.033335749361416561 0.0016072304809381427 -0.0087202894225488613 0.035125891606208597 0.016452761198936221 0.0195079674706592 0.030801361031689848 0.0025401785651661883 0.014641551463879996 0.03371345850955295 0.003882294887278637 0.010894058550494173 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35 52 84 600 50 65 30 222 28 172 33 27 53 46 76 18 25 6 36 19 internal_value=-2.41309e-11 -0.00110196 0.00339249 -0.00125413 0.00309396 0.020294 0.00210773 0.0107387 -0.00170132 0.00792625 0.00369148 0.00225976 0.0149953 0.00680529 0.0156459 0.0193424 0.0150903 -0.00765597 -0.00173959 0.00661432 -0.00263836 0.0030906 0.0122727 -0.0201704 0.0257899 0.00179959 0.0128792 0.00152536 0.0212884 0.00526279 internal_weight=1626.38 1227.62 398.76 1212.04 391.839 6.92091 325.423 15.576 1075.21 66.4162 3.26553 136.835 6.66931 62.4946 12.2958 10.5887 9.10419 3.28019 1073.94 14.5517 8.23224 6.87147 4.92669 1.94478 3.9216 318.58 7.69456 310.885 5.64502 2.40909 internal_count=27937 20237 7700 19451 7581 119 6181 786 16831 1400 50 2620 136 1305 533 483 418 253 16796 359 187 154 80 74 95 6079 98 5981 73 37 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=0 1 0 4 4 4 6 0 4 6 4 7 7 7 8 0 4 0 0 0 0 6 6 8 0 0 6 7 6 7 split_gain=6.67511 2.78395 2.57928 2.05869 2.54201 2.38034 2.22895 1.99148 1.79918 1.69826 1.65459 1.57448 5.29268 2.45903 1.5488 1.56397 1.53773 1.50131 2.0441 1.57857 1.99565 1.45712 2.63702 1.60772 1.70441 3.15632 1.94972 3.42932 2.51185 2.43588 threshold=0.28760881721973425 1.0000000180025095e-35 0.40932813286781317 7.3691543947335907 7.3396382272272538 7.4268715355601502 0.53522199392318737 0.28855867683887487 17.123868445595125 0.55165287852287304 6.373306629157784 0.17849697172641757 0.16752526164054873 0.19186072051525119 0.73214285714285732 0.20976476371288302 13.170563767650657 0.37092973291873937 0.36477345228195196 0.29904408752918249 0.32026907801628118 0.48759149014949804 0.44056051969528204 0.63333333333333341 0.28071515262126928 0.27595959603786474 0.51052418351173412 0.18891868740320208 0.52223065495491039 0.27769456803798681 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 8 4 6 -5 -2 -7 16 11 -11 12 -8 -13 21 -16 -3 18 19 -15 -21 22 -1 24 25 26 27 -23 29 -28 right_child=1 2 -4 5 -6 7 9 -9 -10 10 -12 13 -14 17 15 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0017187075027492553 -0.00033583760658564013 0.0056920435964925575 0.026245003538337988 0.039142819830307804 -0.022095988017101567 0.037559430684958234 0.019518264110925356 0.0039705410323236847 -0.049254472030205727 0.0022927661783670146 0.023839903266455867 0.053243261322544248 -0.057639574243474614 -0.046479039949451122 -0.0074955418586311363 0.017483800719754555 0.041277442811928765 -0.010486584975096776 0.047920348308709268 0.047350183661450093 -0.011378871157033987 -0.0070938749190429633 -0.009361167799885271 0.031431067186330236 -0.017616262215371752 0.028749295114578882 -0.03004796686997882 0.022179409176329396 0.00084179471527804327 -0.00056629068970235437 leaf_weight=813.38200558609242 324.09155613303301 92.136832945165224 5.9034094742964944 1.8013943238183845 4.4276558775454751 1.6095740078017104 3.3826417932286841 122.17709964950336 0.53119817189872165 62.374802257865667 3.3812654647044829 1.9101371467113493 1.0480239912867544 0.42873971164226565 3.2480510158129601 7.3846165533614112 1.1060158349573601 1.6228892807848749 1.785942295566201 0.99854222498834166 1.0882782393600789 5.8926025480031958 42.770712999626994 1.5804444714449335 4.2818517619743934 3.7461306285113087 4.9209193540737015 9.2641966827795823 90.304754350770963 5.1746043930761516 leaf_count=12089 6405 2165 92 15 74 12 39 2244 10 1166 59 22 14 6 253 345 24 33 10 5 35 62 768 18 85 55 95 143 1370 224 internal_value=-2.98544e-11 0.00241014 0.00701133 0.00154826 0.000511134 0.00490553 0.000760061 0.00440729 0.0058005 0.0053123 0.00340075 0.0155605 0.00126745 0.0236436 -0.0015351 0.00985315 0.00611415 0.0141001 0.0233763 0.00595111 0.0167229 -0.00165849 -0.0021005 0.00136492 0.000980422 0.00164787 0.000769292 0.0107987 -0.000744778 -0.0149367 internal_weight=1623.76 631.806 99.6775 532.129 406.54 125.588 402.113 123.787 93.774 78.0213 65.7561 12.2652 4.43067 7.83453 991.951 10.6327 93.2428 5.92439 4.3015 2.51556 2.08682 981.318 856.153 125.166 123.585 119.303 115.557 15.1568 100.4 10.0955 internal_count=27937 12430 2291 10139 7868 2271 7794 2256 2199 1389 1225 164 53 111 15507 598 2189 89 56 46 40 14909 12857 2052 2034 1949 1894 205 1689 319 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=0 1 4 4 4 3 4 8 4 7 6 6 5 6 6 4 5 4 4 6 3 8 4 6 0 0 6 5 4 4 split_gain=6.67495 3.44768 2.38542 3.43559 3.24584 3.01195 3.11276 3.11866 3.82777 2.47584 2.24644 1.78935 2.22457 1.51229 1.39808 1.69489 2.2227 1.64027 1.38274 1.32416 1.3198 1.29073 1.27017 1.27006 1.49314 2.22015 2.20065 1.25813 1.24119 1.21222 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 7.4268715355601502 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 9.8090814256650631 0.11211706697940828 0.62120735645294201 0.58040139079093944 7.620172048983699 0.24916248023509982 0.46768999099731451 7.8594696930916443 4.4029920666195652 8.3430480616909453 12.012512428932888 0.43098473548889166 1.0000000180025095e-35 0.22500000000000003 8.8116396437251385 0.55165287852287304 0.32830090820789343 0.32745061814785009 0.58249711990356456 4.8769348854119734 9.4251440653669345 23.854253910915254 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 11 -7 -8 28 -10 -1 29 -13 -4 15 16 -3 -17 -11 -19 23 -6 -22 -16 25 26 -25 -2 -9 -5 right_child=27 14 3 5 21 6 7 8 9 18 -12 12 -14 -15 20 17 -18 19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0018787704508320261 0.0048170003750420652 0.0019228075524803977 0.041340234740990627 0.0038550110784089427 -0.06609130864994632 -0.055421409401426279 0.031790867471880119 -0.01775199316866289 -0.012341680461310968 0.0038405186083307935 0.0038835076374128916 0.03023470450188118 -0.023260115880430324 0.012293978839129466 0.042546119004550131 0.039186772621980545 -0.032472630773468437 0.010728221927328334 0.029623958764171218 -0.026012904203798374 0.006671753684985595 -0.020758325236594752 -0.050365846002855354 -0.038838109141238114 -0.023882382144383752 0.048801781454780695 0.031445880090470002 0.017435897944517071 -0.048964377049600348 -0.036192474375251117 leaf_weight=1079.6169105156368 180.67564751813188 146.02927661314607 2.6563579774228847 69.089485344768036 0.67504457756876846 1.1411424353718782 1.9402630683034683 8.7802981657441723 5.9310591397806993 5.177781855221836 64.530045664170757 4.3778275046497575 0.83269846532493819 4.1081624664366245 2.0195466224104148 1.739889003336432 1.7107208408415306 13.961534284404475 2.9320357551332563 0.94242582283914167 4.7839893340133131 3.4756948623107746 0.3792401086539029 0.76393675804138228 0.78027358936378721 1.4990066206082702 0.84379640268161893 7.4022529870271674 1.3188740140758444 0.68702458776533504 leaf_count=17597 3398 2840 51 1239 6 13 35 188 77 114 1281 63 17 86 38 26 71 276 62 10 157 70 8 7 28 2 30 122 14 11 internal_value=-5.39431e-11 -0.000697538 -0.00124729 0.00299457 -0.00164985 0.0016242 -0.00692329 -0.00480126 -0.00774236 0.00238907 -0.00155378 0.00472707 0.0216857 0.0237001 0.00324192 0.00254698 0.00152453 0.0116228 0.0131623 0.00840496 0.0135616 -0.0281309 0.00248233 0.0232466 0.0132193 0.0225375 -0.00195053 0.00531365 -0.0218281 0.0034607 internal_weight=1620.8 1432.72 1257.27 108.973 1148.3 102.208 27.2215 26.0803 24.14 14.0409 1144.15 74.987 5.21053 6.76452 175.454 164.384 147.74 16.6438 8.10982 14.904 11.0698 4.15074 5.16323 5.90656 3.88701 3.10674 1.60773 188.078 10.0992 69.7765 internal_count=27937 24417 20924 1970 18954 1833 503 490 455 253 18878 1330 80 137 3493 3223 2911 312 176 286 270 76 165 105 67 39 37 3520 202 1250 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=0 1 0 0 0 7 6 2 5 5 6 4 8 0 6 6 0 7 4 0 6 7 7 7 4 5 0 0 6 0 split_gain=6.39474 2.74309 1.88932 1.9334 1.7942 1.646 2.29237 1.56273 1.55221 1.8666 1.61466 1.54421 1.51731 1.5002 1.4935 1.92198 3.61962 3.74443 2.05247 2.14797 1.34949 2.0428 3.08412 3.9381 1.64261 1.6211 1.68174 2.67658 1.56555 1.53105 threshold=0.28760881721973425 1.0000000180025095e-35 0.36328005790710455 0.28855867683887487 0.36913928389549261 0.1247118003666401 1.0000000180025095e-35 1.0000000180025095e-35 4.9330445580954017 4.3805283958209396 0.54385313391685497 6.1372323937815443 0.73214285714285732 0.20976476371288302 0.50262513756752025 0.51052418351173412 0.26704458892345434 0.14762783795595172 7.8818215293399492 0.24542410671710971 0.44056051969528204 0.32663138210773474 0.22329369932413104 0.22680334001779559 10.771595652508216 3.9455986189992687 0.21475280076265338 0.22479402273893359 0.4589796662330628 0.25786741077899938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 5 -4 -2 -7 -5 9 -3 -11 -6 14 -14 20 16 17 -16 -17 -20 -1 22 24 -24 25 26 -22 -28 -25 -29 right_child=1 8 4 7 11 6 -8 -9 -10 10 -12 -13 13 -15 15 18 -18 -19 19 -21 21 -23 23 28 -26 -27 27 29 -30 -31 leaf_value=-0.0017542043697889478 0.037353228537236417 0.006903107988619814 0.011979595956053348 8.0126795677902673e-05 -0.00082764545979054495 0.043247569686775386 -0.011300725905273335 0.034953106085884394 0.031960270985248125 -0.040015428390573468 0.040043225789651721 0.0061656829116469901 -0.0073476924149628656 0.017196912974679512 -0.016132873193272241 -0.00028980771361170174 -0.026732431098256161 0.043633614405953335 -0.026507126105176068 0.027067013986323434 -0.028285652297479907 -0.034306309988139008 0.054201826786470543 -0.015561839270760096 0.039557632336543913 0.0081334531965364439 0.029965736554423347 -0.0049759173275789308 0.0057017714100650778 -0.021678705496188073 leaf_weight=813.17262764259067 2.3056393014267078 95.823023242221097 23.977844610228203 384.98681769419636 52.547433644649573 0.97526394389569793 2.3988417307846248 1.1599894000682969 2.1811887752264729 1.2987697347998608 0.27467966079711903 61.883194269263186 3.2131133588409266 7.4092572928129812 1.2493125107139338 102.06042595213512 1.3200910957530139 3.8533373270183802 0.7936873328872015 4.4491878603585064 6.1672607704531499 2.3147232634946695 1.3235529041849101 4.1388138525653657 0.56333403615280886 3.1790633110795161 1.3766454155556882 9.9127940362086537 12.613441290159242 9.8441678789386042 leaf_count=12089 28 2157 369 7499 964 13 53 79 74 59 1 1134 253 345 19 1764 10 65 21 38 75 39 16 94 6 53 17 157 211 235 internal_value=-6.38393e-11 0.00236278 0.00150479 0.000440463 0.00451783 0.0178163 0.00446611 0.000184886 0.00693144 0.00637092 -0.0260395 0.00295429 -0.00150473 0.00977253 -0.00162717 0.00160474 0.0175456 0.0290006 0.000650585 0.0189567 -0.00205228 -0.00676491 -0.00546703 0.00438433 -0.0112033 -0.0121414 -0.0145024 -0.0104801 0.000448382 -0.0132983 internal_weight=1618.77 629.813 530.235 391.827 138.408 5.67974 3.37411 386.147 99.5777 97.3965 1.57345 114.431 988.955 10.6224 978.332 113.726 6.42274 5.10265 107.303 5.24288 864.606 51.4338 49.1191 18.0758 31.0433 30.4799 27.3009 21.1336 16.7523 19.757 internal_count=27937 12430 10139 7672 2467 94 66 7578 2291 2217 60 2098 15507 598 14909 1917 94 84 1823 59 12992 903 864 321 543 537 484 409 305 392 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=0 1 8 6 8 6 5 6 6 7 4 0 0 6 6 7 4 0 7 0 0 0 7 6 5 5 6 6 0 7 split_gain=6.45275 2.68767 1.90417 1.89212 1.7614 1.73566 1.72123 1.60074 3.74901 3.49439 2.24184 1.9083 1.73924 1.58381 1.76605 2.11697 1.74896 1.95076 1.85732 1.51107 1.46486 1.6483 1.51297 2.12041 1.4332 1.67138 1.4775 1.39358 1.76471 1.35403 threshold=0.28760881721973425 1.0000000180025095e-35 0.81666666666666676 0.48759149014949804 0.73214285714285732 0.48590882122516638 11.253520464540758 0.51052418351173412 0.50882095098495495 0.18891868740320208 7.523290384156204 0.2631110697984696 0.24457292258739474 0.52223065495491039 0.52738630771636974 0.22648720443248752 4.0494694088879504 0.27679023146629339 0.27769456803798681 0.13860209286212924 0.34393528103828436 0.28855867683887487 0.075659349560737624 0.16025038808584216 4.9330445580954017 4.3805283958209396 0.52738630771636974 0.54385313391685497 0.28438821434974676 0.24255027621984485 decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -1 20 8 9 -5 13 -10 -12 16 15 -15 17 18 -9 -20 21 -2 23 -22 25 -3 -27 -16 -29 -24 right_child=1 24 -4 7 -6 -7 -8 10 11 -11 12 -13 -14 14 27 -17 -18 -19 19 -21 22 -23 29 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0020934629348956179 0.016046975374891262 0.0068619606261305687 0.0143905299914716 -0.022612416929202076 0.013328710915949667 -0.042398417111989203 0.0313393721636838 -0.028447661744601432 0.058522483088385827 0.012887470284887332 -0.0075492608878768028 0.015622301706095647 0.026479162491598141 0.057365154536321128 -0.011290027946991386 -0.00022232561065569444 -0.056078208094703735 0.034760939574432943 0.036672008197753403 -0.0077213848278089407 -0.0040465439166540483 -0.00038060314076801652 0.0024196367037569383 0.03374921909101173 0.031282300017085374 -0.043003928355469186 0.025249294558649368 0.00191719316707922 -0.03111636820541885 0.021989614158292405 leaf_weight=851.77248307571426 5.5956708779558531 95.670162229129346 10.156446394626981 3.4918804038316003 6.677864525205222 0.96267688134685059 1.7081386190839101 3.7367623948957718 1.8691136268898838 8.7458038064214616 1.8541948725469399 1.8636615164577959 4.9893858591094613 1.0786381538491689 8.71469530276954 1.2292516252491621 0.73662286810576993 0.8690646495670088 0.81963668391108502 4.3652102722553536 2.2283706543967119 311.99156897095963 191.00962578016333 3.3355937674641609 2.12417591176927 1.0966075416654337 0.38589268550276745 81.058904674988298 1.4820867255621113 3.2358228492084882 leaf_count=12820 93 2157 417 60 260 37 36 69 31 147 50 8 52 25 143 46 21 11 11 215 67 5955 3361 156 74 57 3 1475 26 54 internal_value=1.66247e-11 0.00237558 0.00152594 -0.00151385 -0.00201878 -0.00213896 0.00127424 0.00190553 0.0107856 0.00275799 0.00062713 0.0371037 0.0172595 -0.000466387 0.000774898 0.0266923 -0.0114986 -0.00814453 -0.012324 -0.00070354 0.00117499 -9.11604e-05 0.00318746 0.018612 0.00690513 0.00637214 -0.0252377 0.000119437 0.00132405 0.00274564 internal_weight=1614.86 628.538 529.261 986.318 859.413 852.735 519.105 126.905 15.9705 12.2377 110.934 3.73278 6.84358 104.091 93.5636 2.30789 10.5273 9.79067 8.92161 5.18485 517.397 317.587 199.809 5.56396 99.2768 97.1527 1.4825 91.2557 82.541 194.245 internal_count=27937 12430 10139 15507 13117 12857 9722 2390 246 207 2144 39 102 2042 1715 71 327 306 295 226 9686 6048 3638 223 2291 2217 60 1644 1501 3415 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=0 1 5 5 1 6 0 0 0 0 2 6 6 0 7 7 0 0 0 0 7 0 4 0 0 0 4 7 7 4 split_gain=6.23596 2.66399 1.85779 1.96619 1.6107 1.77604 1.85647 1.60535 1.60151 1.38857 1.38535 1.38316 1.49551 2.28398 2.12159 1.52032 2.52545 1.3387 2.76002 3.4778 1.99157 1.57571 2.98931 1.27599 1.27448 2.31382 1.27018 1.76443 2.66319 1.377 threshold=0.29199722409248358 1.0000000180025095e-35 6.693909678984201 6.2153497154399222 1.0000000180025095e-35 -0.056451981887221329 0.26945002377033239 0.36328005790710455 0.36913928389549261 0.45072206854820257 1.0000000180025095e-35 0.62243640422821056 0.65015435218811046 0.21610419452190402 0.24028581380844119 0.24732893705368045 0.11917395517230035 0.14125970005989077 0.19973861426115039 0.20141235738992694 0.20230633020401004 0.24622645974159243 3.1611572860905777 0.20976476371288302 0.15632358938455584 0.15014769881963733 11.44983271641537 0.11211706697940828 0.10147566720843317 10.63287365498606 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -1 10 -9 -10 26 -7 15 14 -14 16 -13 -18 20 -20 -19 22 -21 -4 25 -16 29 28 -28 -2 right_child=1 -3 23 -5 -6 11 -8 8 9 -11 -12 12 13 -15 24 -17 17 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.031547002562022301 0.00025966282381520439 0.0070475483399788296 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0.87528252229094494 2.7587321600876749 2.8496398013085127 0.90749310981482256 3.4578216969966888 6.9761626440158579 4.5911681125871837 0.87049234472215165 4.0144218095811111 13.10171709791757 1.5072400365024803 6.1778250804636619 leaf_count=31 6583 2178 46 16 1929 13224 20 369 1996 102 75 5 68 215 53 37 24 15 3 50 41 16 49 110 191 24 119 208 28 112 internal_value=-3.75212e-12 0.0024353 -0.00143075 -0.00156303 -0.00152497 -0.00194474 0.0183813 0.00156326 0.00431827 0.00283687 0.000517166 -0.0020327 0.00319636 -0.00247001 -0.0102024 0.00868061 0.0122283 0.00852756 0.0141433 0.00440513 0.0362927 0.0113387 0.0167294 0.0110268 -0.00198828 0.00957237 0.000416252 0.00804697 -0.0061771 2.7305e-06 internal_weight=1610.76 596.11 1014.65 1003.99 1003.16 894.13 3.85224 501.325 137.968 114.017 363.356 890.277 43.3122 21.3024 13.1527 22.0098 18.3041 16.4859 11.5163 7.99933 3.51699 7.12405 6.21655 10.6607 8.97939 4.38822 362.281 18.6234 5.52166 343.658 internal_count=27937 11770 16167 16011 15995 14066 51 9592 2467 2098 7125 14015 791 551 336 240 203 198 174 118 56 115 99 156 268 77 7050 355 147 6695 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=0 1 8 0 8 5 5 1 8 5 0 6 6 6 7 0 0 0 8 7 0 4 4 8 4 7 7 6 0 6 split_gain=6.1226 2.65396 1.74614 1.56999 1.54152 1.48292 1.77763 1.42605 1.35701 1.33719 1.34039 1.45045 1.61123 1.61729 1.52478 1.60303 1.83058 1.58684 1.49125 2.34801 1.46642 1.44576 1.39404 1.48367 1.35982 2.53754 1.83025 1.23174 1.83993 1.19279 threshold=0.29199722409248358 1.0000000180025095e-35 0.73214285714285732 0.20976476371288302 0.81666666666666676 6.693909678984201 6.2153497154399222 1.0000000180025095e-35 0.30952380952380959 11.253520464540758 0.41439051926136022 1.0000000180025095e-35 0.048735044896602638 0.064812205731868758 0.18143056333065036 0.35908633470535284 0.29904408752918249 0.3050724864006043 0.63333333333333341 0.12829495221376422 0.30955913662910467 11.594511082917682 17.123868445595125 0.58571428571428574 14.240334341506205 0.11139668151736261 0.10039460659027101 -0.056451981887221329 0.26945002377033239 0.62243640422821056 decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 6 7 27 -7 10 11 18 14 21 15 16 -13 -18 -2 -20 -19 -14 -15 -24 -12 26 -26 28 -1 -29 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 24 12 13 22 -16 -17 17 20 19 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31 leaf_value=0.029319359568618072 -0.0049606578866499005 0.007017929398218342 -0.0069017860433615253 0.018126026803573302 0.01333193274357638 0.021373089850877235 -0.046880987968712831 0.0016277578878485213 -0.00059158451167503126 0.029895389331824649 0.01159291127934561 0.040647905881629413 -0.0095845038540935262 0.0010306689117551946 0.040587857780454838 0.025750357017383676 -0.024786713798037326 0.038439341420444521 0.048412337435980432 -0.03295252207047808 -0.00092125380765102844 -0.057676908799555254 -0.012034766477194057 0.025354201491758849 0.008661259320271111 0.0071785650402239323 -0.054824742384999174 -0.0023351658046054809 -0.018335749145169992 0.0031396341103127499 leaf_weight=2.5312558580189939 47.802124450507108 94.742828479007585 3.2235695580602606 7.5134688874677522 9.7859905381192203 4.828599437401861 0.78201176226138969 107.6203204151243 5.3213077057152987 1.468093329342081 20.339680981822315 0.99268878437578578 2.8201521788723762 388.82530070687062 1.4271074975840736 3.4134995052590957 2.1487610451877099 0.99423304060474027 1.1048013153485943 0.44890380406286556 5.9498067400418222 0.70277339499443758 1.2504279697313894 4.0457058674655855 0.60979544557630916 5.0601360118016601 1.239254258573055 840.21562048537817 1.0241987484041599 37.410137074941304 leaf_count=31 951 2178 253 371 398 79 16 1903 72 35 372 22 62 7302 15 53 29 23 24 20 117 9 24 42 18 63 13 12882 20 540 internal_value=-1.55641e-11 0.00241382 -0.00142175 0.010612 0.00154216 -0.00155099 -0.00166801 -0.00163225 0.00985764 0.00130701 0.00122121 0.0008398 0.00142124 0.00105801 0.0110979 0.00798024 0.00196583 -0.00225721 -0.00402053 0.024904 0.00471431 -0.0191783 0.0012389 0.0165266 0.00768694 -0.00381169 -0.0338878 -0.0020304 0.0155916 -0.00210179 internal_weight=1605.64 595.172 1010.47 10.737 500.429 999.733 989.584 988.802 10.1499 490.643 489.175 461.926 412.57 397.644 14.9261 13.499 10.0855 9.0928 49.3558 1.55371 6.94404 3.52293 394.121 5.29613 27.2489 6.90919 1.84905 881.181 3.55545 877.626 internal_count=27937 11770 16167 624 9592 15543 15392 15376 151 9194 9159 8693 7698 7439 259 244 191 169 995 44 140 71 7368 66 466 94 31 13473 51 13422 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 1 8 0 0 1 5 5 8 2 5 8 6 6 8 4 4 7 7 0 0 0 0 0 4 0 4 4 0 6 split_gain=6.02425 2.5851 1.67406 1.48504 1.47404 1.40156 1.43511 1.68715 1.45894 1.3368 1.29373 1.29383 1.40582 1.81304 1.3841 1.71531 1.63428 3.30797 2.44125 1.50134 1.4852 2.12115 1.85484 1.72245 1.23542 1.70515 1.21829 1.71313 1.67994 1.34109 threshold=0.29199722409248358 1.0000000180025095e-35 0.73214285714285732 0.20976476371288302 0.45072206854820257 1.0000000180025095e-35 6.693909678984201 6.2153497154399222 0.30952380952380959 1.0000000180025095e-35 8.1967509811877814 0.81666666666666676 1.0000000180025095e-35 0.048735044896602638 0.30952380952380959 6.2599681625794785 6.4694896306892913 0.16415186226367953 0.12768386304378512 0.2943160235881806 0.30645774304866796 0.31119388341903692 0.30955913662910467 0.3149088472127915 7.8372458707344661 0.33074389398097997 6.0252173556840605 6.1161920809740193 0.29584078490734106 0.27044087648391729 decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 6 7 -1 -8 10 11 12 14 -14 20 19 -17 18 -18 -16 -2 22 -22 -23 25 -20 28 -28 -3 -30 right_child=1 26 3 -5 -6 -7 8 -9 -10 -11 -12 -13 13 -15 15 16 17 -19 24 -21 21 23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0020158871099445457 -0.02155372761103324 0.028816098584997212 -0.0066492918968359275 0.017771387599151561 0.015554376362887317 0.001696978017371053 0.02145798189081298 -0.046109305584216546 -0.001617641210619929 0.03455329771393878 0.019873548819052844 0.012120816820969002 0.011775978709389094 0.0011230595233128519 0.057578361210275028 -0.015839082525498649 0.0057155722550403304 0.017073071950783881 -0.038363164582669806 0.0096782266393608523 -0.0059336452221237105 -0.041296639557279066 0.052227334180539868 -0.0052726340324774678 -0.041957298226972244 0.017837006415410334 0.049293775482075301 0.0098227522887246819 -0.0019624818827598486 0.0077985744685626184 leaf_weight=880.23476908674638 6.2824482920113978 2.3335535182850426 3.2063453904265753 7.4447469628212275 6.6603711801581076 107.62002814913285 4.7356292800395732 0.78168949857354064 5.1448310185223818 1.0886349553475145 3.3422732609324148 9.4782051630463666 14.898955895332618 411.57611839758465 0.66032757610082882 6.4268961201887604 4.1033291911007819 7.1770333028398445 0.94013716466724861 5.4451225607190281 0.93720496725291269 1.3026748811826099 1.0423762304708359 14.392248101154108 2.2513053736183792 1.0055834539234636 1.0143556082621206 40.611821726080962 26.057850192009937 24.653045909159118 leaf_count=13473 120 64 253 371 102 1906 77 16 71 80 61 391 269 7657 8 121 118 114 15 139 23 20 11 284 45 14 58 781 602 673 internal_value=8.1965e-12 0.0023979 -0.00141066 0.0104199 0.00153565 -0.00153685 -0.0019275 -0.00205501 0.00944233 0.001346 0.00127242 0.001145 0.000927561 0.00149522 -0.00373105 0.000796927 -0.00312258 0.00215787 -0.0107388 0.0148588 -0.00902501 -0.00457165 0.0246918 -0.00826262 -0.0268258 -0.0093179 0.00694287 0.0107846 0.00392811 0.00278284 internal_weight=1602.85 593.682 1009.17 10.6511 499.011 998.517 890.897 881.016 9.88046 492.351 491.262 487.92 478.442 426.475 51.9667 28.0097 21.9043 15.4774 8.30036 6.10545 23.957 17.6745 1.97958 15.6949 4.19703 1.94572 94.6706 41.6262 53.0444 50.7109 internal_count=27937 11770 16167 624 9592 15543 13637 13489 148 9490 9410 9349 8958 7926 1032 574 427 306 192 147 458 338 34 304 74 29 2178 839 1339 1275 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=0 1 8 5 0 6 0 5 0 6 1 6 0 0 4 4 7 6 2 6 4 7 4 6 0 5 6 6 4 4 split_gain=5.95346 2.7357 2.33566 2.31571 1.82765 1.70603 1.67545 1.58893 1.52372 1.99042 1.43199 1.99597 1.96064 1.62055 1.9 3.76052 2.18314 1.3703 1.27032 2.24464 1.2447 1.30754 1.24385 1.80645 4.42518 1.23726 1.21789 1.21185 1.15111 1.94433 threshold=0.33261813223361975 1.0000000180025095e-35 0.81666666666666676 6.3985309064871325 0.33347861468791967 0.5158887803554536 0.20976476371288302 6.2153497154399222 0.32745061814785009 0.5462741255760194 1.0000000180025095e-35 1.0000000180025095e-35 0.33429037034511572 0.33509652316570288 5.8305015982331341 6.2599681625794785 0.12386250495910646 0.58249711990356456 1.0000000180025095e-35 0.38737140595912939 3.6553668162112118 0.10628251358866693 17.123868445595125 0.32188710570335394 0.39818213880062109 4.9330445580954017 -0.035791058093309396 0.5714591145515443 6.9650139762674206 6.9845507850985964 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 27 -3 -4 18 9 -7 13 -12 -13 14 20 -16 -17 -11 28 -20 21 -6 26 24 -24 -14 -15 -2 -1 -30 right_child=4 5 6 -5 10 8 -8 -9 -10 17 11 12 25 22 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0021017604309540756 0.023607331157799231 0.0021547991521041251 -0.0072360464164446569 0.0097105238250199816 0.030237392767439704 0.039384533080756956 0.018164389336777144 -0.045332711493978328 0.043347839849719759 -0.029541206449514079 0.031535683181962357 0.041732729203283567 0.0046379502016931249 0.045746952999500733 0.044860178993830144 -0.037841621770649696 0.0093079434775100636 0.0092841295147627415 0.0017451734379794936 0.033238208337142527 -0.049658621814301432 -0.021103618460030067 0.026994223225221603 0.027814653247596636 -0.048827137727239379 0.036443037184917274 0.0025028574583969257 -0.019987805456565214 0.019454534140890507 0.00030039820739387481 leaf_weight=993.95213358838737 5.9409443568438283 145.77849371588673 3.1456492501747553 16.228571796847973 0.515907970257102 1.5296554286032904 9.0936801219650061 0.75078599900007148 1.5491662384010849 1.0887149017944464 3.0671581984497598 1.3817142695188511 43.352305446314858 0.58760366169735689 1.4285249151289461 1.6629891071934255 1.8863902934826908 3.2919356368947774 11.559981769882141 2.4725113970926023 1.1601471748435868 3.3159103059442714 1.7561181664932513 4.235722079873085 1.1441151387989519 1.1294863121584047 234.46465148590505 0.63523159967735399 5.0151357629802069 97.444620159163605 leaf_count=15767 97 2832 252 265 10 26 474 16 7 16 74 27 970 23 10 27 39 103 270 101 19 69 20 57 15 33 4547 13 48 1710 internal_value=3.60474e-12 -0.000892536 -0.00139856 -0.00154006 0.0037507 0.00287084 0.0116362 -0.00170437 0.0168643 0.00992259 0.00340899 0.00810566 0.00653876 0.00249761 -0.00935591 0.00375903 -0.012783 -0.000365059 -0.00167487 0.00729421 -0.0224339 -0.0141912 0.00298557 0.0153247 -0.0029166 0.00544555 0.00261096 0.0193962 -0.00178966 0.00123794 internal_weight=1600.57 1292.9 1139.66 1127.42 307.665 153.238 12.2393 1111.2 7.45947 5.91031 301.089 48.9307 45.8635 252.158 9.96987 4.9779 3.54938 4.38065 1110.44 14.0325 4.99197 3.83182 242.188 7.13596 2.90023 44.4818 235.052 6.57618 1096.41 102.46 internal_count=27937 21887 18903 18177 6050 2984 726 17912 152 145 5940 1104 1030 4836 174 76 66 119 17896 371 98 79 4662 92 35 1003 4570 110 17525 1758 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=0 1 0 4 5 1 5 4 4 6 7 8 0 7 6 6 6 4 0 3 7 0 7 0 4 6 7 4 6 0 split_gain=5.81692 2.44183 2.15352 1.78206 1.61093 1.56461 1.47824 1.38194 1.73761 1.55448 2.57814 2.67909 4.53374 2.25606 2.5978 2.00893 1.85298 1.51831 2.56253 1.6961 1.69289 1.52068 1.48653 1.39069 2.67069 2.5502 2.03637 1.97941 1.78159 1.58427 threshold=0.29199722409248358 1.0000000180025095e-35 0.40932813286781317 17.123868445595125 6.693909678984201 1.0000000180025095e-35 6.2153497154399222 8.1524438557327006 8.0764727197248813 0.17599163949489596 0.067983746528625502 0.41428571428571431 0.32236011326313024 0.15701697766780856 0.2129359766840935 0.55492839217185985 0.17272814363241198 9.7262631288798733 0.38338243961334234 1.0000000180025095e-35 0.11961412057280542 0.42733119428157812 0.098213501274585738 0.31027376651763922 8.6044523231035033 0.13484606146812442 0.23544743657112124 9.6432404208017584 0.14546769857406619 0.33509652316570288 decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 5 6 -1 8 -2 16 -11 12 15 17 -15 -12 23 18 -13 -20 -19 -22 -10 25 26 -9 -25 -26 -27 -29 right_child=1 2 -4 -5 -6 -7 -8 9 22 10 11 13 -14 14 -16 -17 -18 20 19 -21 21 -23 -24 24 27 28 -28 29 -30 -31 leaf_value=-0.0018886562091266494 0.00087952911706625956 0.0059848583126048864 0.024728157911380118 -0.049057695060897737 0.01034286392951487 0.0018946928362075953 -0.044638072255561149 0.031603974834866502 0.020367678438683891 0.035193463871035634 -0.02371911280835564 -0.031336056326870462 0.014399004720516688 -0.032815315368326492 0.0093784100060444343 0.018620390149215189 0.054698543955197264 -0.012321713822175779 -0.02635771282839473 0.052371557153590695 0.00097616951347648901 0.042576446475261473 -0.037773876060004555 -0.030936955486837659 0.044839067183814682 -0.058842651973003986 0.024728638412326039 -0.0081998959646588151 0.020238222828548251 0.012586013410185342 leaf_weight=887.81703966113128 393.49994660486118 87.502612714160932 5.6689937703777096 0.53260369785129924 10.430165344587293 108.35705287510063 0.72859224304556747 4.7491654092446032 0.50576709490269367 2.0798240018775678 4.7814524425193694 4.9431742577580762 22.856468396261334 1.4497902244329441 13.946046354016287 1.2782192323356865 0.82877393625676532 11.641417805454696 0.4113039970397947 0.61379526369273663 6.8799796227831385 0.89354954753071059 1.8197682078462092 2.6625705221667917 1.3773976655211324 0.52936270646750905 0.76036757975816716 4.3643248782609616 0.49721786333248019 13.534187972079961 leaf_count=14066 7671 2076 92 10 156 1929 16 76 20 117 87 86 261 24 248 10 5 276 3 21 141 7 37 42 35 3 6 102 18 296 internal_value=1.98025e-11 0.00236387 0.00680595 0.00565186 -0.00138596 -0.00150867 -0.00192371 0.0015262 0.000726725 0.00465699 0.00227983 0.00129763 0.00828256 -0.00365533 0.00540512 -0.0147881 0.0104795 -0.00915082 -0.0223842 0.0207827 -0.00508279 0.00575803 -0.025129 0.00919251 0.00584817 0.0223359 -0.0185715 0.0101845 -0.0205403 0.00751763 internal_weight=1597.94 590.608 93.7042 88.0352 1007.33 996.903 888.546 496.904 395.825 101.078 71.775 69.6952 28.9161 40.7791 15.3958 6.05967 29.3034 25.3832 5.96827 1.0251 19.4149 7.77353 2.32554 28.4746 22.6988 5.77575 3.42294 19.2759 1.02658 17.8985 internal_count=27937 11770 2178 2086 16167 16011 14082 9592 7728 1864 1281 1164 358 806 272 97 583 534 110 24 424 148 57 578 481 97 48 433 21 398 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=0 1 1 8 5 0 6 6 6 0 7 7 6 6 0 0 8 6 7 7 0 0 7 7 7 8 0 6 3 6 split_gain=5.82837 2.04487 1.8824 1.64431 1.44979 1.41663 1.30871 1.27477 2.98828 3.40867 2.29958 1.85759 1.36599 1.81115 1.98009 1.87949 2.6182 1.87294 2.61488 2.35457 1.59952 1.45101 1.83079 1.52926 1.24994 2.38052 1.28085 2.87434 1.80495 1.44406 threshold=0.32026907801628118 1.0000000180025095e-35 1.0000000180025095e-35 0.81666666666666676 8.1967509811877814 0.20976476371288302 0.48759149014949804 0.51052418351173412 0.50882095098495495 0.2631110697984696 0.18891868740320208 0.19220362603664401 0.54385313391685497 0.53924754261970531 0.1478260010480881 0.27522246539592748 0.46428571428571436 0.52223065495491039 0.18408000469207766 0.22648720443248752 0.13542611896991733 0.2814635187387467 0.24828206747770312 0.15472642332315448 0.16415186226367953 0.2678571428571429 0.11917395517230035 0.64462941884994518 1.0000000180025095e-35 0.63250949978828441 decision_type=2 2 2 2 2 2 2 2 2 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 -5 -1 8 10 -10 -8 -12 13 14 20 17 21 -16 -19 -20 -9 -17 23 -23 25 -14 27 29 -29 -26 right_child=2 -3 -4 5 -6 -7 7 12 9 -11 11 -13 24 -15 15 16 -18 18 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0020077376438719157 0.0020778990319548487 0.0024223182253634359 0.0078415389999465703 -0.0069205243296751205 0.024933731468342584 0.016932618490780635 -0.014075388802233432 -0.011047761900762185 0.05650892867955936 0.0075065489095942524 0.057374755448411086 0.0062894786670461252 0.024580891764510265 -0.022866858457132048 -0.024415525977640906 0.040123158638545937 -0.031162746560803381 -0.033496013880183424 0.050248540223101976 -0.0016868627565541036 0.036729567651858919 0.011339950188364395 0.041759467337295755 -0.026871184764052869 0.01327487203205711 -0.0029677648617874746 -0.0010357075098701928 0.0039635164689111081 -0.044744468651123338 0.045180126146006638 leaf_weight=916.10531052585793 321.89334484041319 136.86748431123851 65.199482629221166 3.1420352028362668 2.517308162059634 7.8125816266765469 5.652586958371109 0.94286260288209378 2.1463873991742721 3.1563475854927674 0.68253114726394315 10.432880392938385 5.7099917878804245 4.744716126471757 6.3967509383219312 1.4452147614210833 1.434701179154217 1.5658594556152818 1.0730877114692701 2.9329977154266089 1.9045322872698305 2.4867818392813206 1.0266593823325818 1.518073364626616 4.5179372113198024 5.5834965012036264 72.258387548470637 1.9126501311548054 1.0665147099643946 1.779673136770725 leaf_count=14270 6239 2687 1423 252 38 429 108 20 31 29 6 160 163 69 282 14 24 24 23 50 21 50 12 44 39 82 1308 26 10 4 internal_value=2.64794e-11 -0.00103033 0.00319009 -0.00147221 0.00225525 0.010091 -0.00159188 0.00108398 0.0077115 0.0273412 0.00150376 0.00942632 -0.000131926 -0.00600823 -0.00248874 -0.00583995 0.00550566 -0.0133395 -0.000623934 0.0122248 0.020909 0.0136283 0.00601813 -0.0031443 0.00160714 0.0109608 0.000311553 0.0108056 -0.0134735 0.0222911 internal_weight=1595.91 1206.3 389.61 1069.43 324.411 10.9546 1058.48 142.372 22.0707 5.30273 16.768 11.1154 120.301 27.4722 22.7275 19.8801 7.91143 11.9687 5.57194 4.00609 2.84739 6.47673 5.03151 4.00486 92.8287 11.2935 81.5352 9.27678 2.97916 6.29761 internal_count=27937 20237 7700 17550 6277 681 16869 2599 334 60 274 166 2265 633 564 523 144 379 97 73 41 120 106 94 1632 245 1387 79 36 43 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=0 1 1 8 5 0 5 5 7 6 8 0 7 7 6 7 6 0 7 0 0 0 0 0 6 6 0 0 0 8 split_gain=5.6159 1.98184 1.89561 1.50934 1.37602 1.31941 1.27198 1.40672 1.21452 1.18905 1.82913 1.96506 1.96025 2.82058 1.75298 1.78247 1.74596 2.01788 1.69658 1.37207 1.34176 1.28881 3.23086 2.17029 2.69125 1.27419 1.2268 1.19141 1.18175 1.18059 threshold=0.32026907801628118 1.0000000180025095e-35 1.0000000180025095e-35 0.81666666666666676 8.1967509811877814 0.20976476371288302 6.3985309064871325 6.2153497154399222 0.23645481467247012 0.15397283434867862 0.22500000000000003 0.3149088472127915 0.072051811963319792 0.10938701033592226 0.14288520067930224 0.21549376845359805 0.074859566986560835 0.19544178247451785 0.18182955682277682 0.23139642924070361 0.23882584273815158 0.25343532860279089 0.25786741077899938 0.24457292258739474 0.030332272872328762 0.13069976866245273 0.25343532860279089 0.19973861426115039 0.45072206854820257 0.35416666666666669 decision_type=2 2 2 2 2 2 2 2 2 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 28 -5 7 -1 -6 10 11 12 -3 16 15 18 19 -18 20 -14 -15 23 -23 25 -25 29 -21 -27 -2 -12 right_child=2 9 -4 5 8 -7 -8 -9 -10 -11 21 -13 13 14 -16 -17 17 -19 -20 26 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.0016545140808205152 0.0017575127548306072 -0.0094512905395250212 0.0078029829351295849 -0.006846146860049758 0.038799841515078225 0.016191896026601555 0.0074940862652826063 -0.043993540329418011 -0.0053940707737212155 0.0045198033761656726 -0.022906418033737868 -0.042781887012567021 0.047107680109995165 0.036807026686803704 -0.03414322981381554 0.042422721613304036 -0.0041277568255127847 0.04379420466898603 -0.028457766878260182 -0.042151827547225698 0.0016337764022040888 0.027656490629011168 -0.0075457135679043615 0.012474785426895167 -0.048647945733994724 -0.0080377752400873533 0.02650848477349161 0.03573329178274632 0.014592616072087391 0.017103409822089969 leaf_weight=1041.6730142918132 315.02136864376371 5.3910783594474259 65.122481685233652 3.1302531819819688 1.6968290223740035 7.843256711254071 13.771806531382024 0.70674436911940475 0.83509068936109532 86.492353054636624 3.2385418657213467 0.75644353381357987 0.37137068994343536 1.1620091716758887 1.0960145760327566 1.0691965138539661 0.97375633940100659 4.2089729639701545 1.432909750845283 0.7206809935159979 6.1009896884206682 2.8227538713254061 13.907827756192999 0.85251577850431237 2.7067588663194329 1.1392514230683448 0.3469669412879739 1.1000995370559392 6.5911690881475797 0.83486521802842606 leaf_count=16625 6137 93 1423 252 23 429 228 16 15 1680 72 13 9 40 17 23 15 73 19 15 145 29 316 16 33 15 24 14 102 26 internal_value=-5.18564e-11 -0.00101285 0.00313234 -0.00144855 0.00219399 0.00962017 -0.00156355 -0.00168322 0.0242236 0.00238772 -0.00128334 0.00479067 0.0063639 0.0112407 0.00183196 0.00586973 0.0266732 0.0347904 0.0013754 -0.0025615 0.00726115 -0.00667873 -0.00160646 -0.0152749 -0.0340079 -0.00471287 -0.0198384 0.0134651 0.00202056 -0.0147062 internal_weight=1593.12 1203.85 389.267 1067.13 324.144 10.9735 1056.15 1042.38 2.53192 136.725 50.233 23.6304 22.8739 17.4829 10.8611 9.76511 6.62175 5.18273 8.69591 1.43902 7.263 26.6026 16.7306 9.87203 3.55927 6.31276 1.06765 2.23935 321.613 4.07341 internal_count=27937 20237 7700 17550 6277 681 16869 16641 38 2687 1007 486 473 380 244 227 136 88 204 48 185 521 345 176 49 127 39 29 6239 98 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=0 1 4 7 4 7 4 7 8 8 6 0 5 0 0 6 4 0 7 5 0 6 3 0 4 7 7 0 0 4 split_gain=5.52334 2.60335 2.09216 2.46651 3.16953 3.00058 2.39633 2.78394 2.59757 2.09691 3.28936 2.80747 2.08138 1.78465 2.6163 2.59004 2.40436 2.20335 2.25851 1.73384 1.77234 1.70921 1.69189 1.67262 2.41918 1.92184 2.92664 2.2517 1.65767 1.61329 threshold=0.33261813223361975 1.0000000180025095e-35 4.2889548831738527 0.1779703572392464 4.750962284912787 0.16468134522438052 5.4875707448963515 0.20725323259830478 0.22500000000000003 0.46428571428571436 0.27044087648391729 0.3073167502880097 8.1967509811877814 0.32416543364524847 0.32026907801628118 1.0000000180025095e-35 7.2419797287455614 0.32745061814785009 0.14089384675025943 1.0000000180025095e-35 0.28071515262126928 0.5158887803554536 1.0000000180025095e-35 0.26868095993995672 4.8423788229317983 0.10251806676387788 0.085709288716316237 0.19973861426115039 0.29749307036399847 4.3495312942752076 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 5 29 -5 8 -8 10 11 28 -1 14 23 -16 -17 -15 -19 20 -12 -3 -23 25 -25 26 -6 -28 -9 -4 right_child=-2 21 3 6 13 -7 7 9 -10 -11 19 -13 -14 17 15 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0021610236131001754 0.0036306219219698981 0.0021341475603168535 0.05685948302947344 -0.0038711362448854134 -0.0046675625872359813 -0.041691554719920546 -0.037969245843683976 0.0027621792348326434 0.016907248463855114 0.007502976800482359 -0.0093095999668350773 0.036092260625132121 0.023875104063831906 -0.026830361186574704 -0.024248185660598266 0.036839354242591875 0.0043985567469643841 0.015103264951434138 -0.023976083133437742 0.025414440071961059 -0.045618639642277352 0.030600493792965828 0.0014915246735126972 0.047212919926218441 7.2938127480280549e-05 -0.0091399033322435517 -0.034837793846096018 0.025940705850736975 -0.052649221132561493 0.012573424927109556 leaf_weight=858.9941694560257 304.82367533951765 142.63868324598297 0.77942070364952165 19.102281921950635 18.234704140224498 0.89512600935995656 0.79940908774733799 1.9727011125069096 26.870615831692703 22.461800917604705 2.0986190170515329 2.0350297479890287 2.7723037074028971 5.6517065470688959 1.3707440588623274 4.0311841885559243 4.1968128171283752 3.3868133707437664 2.1926591559313238 0.56073251925408829 2.8572130759712309 3.871893106144852 3.3534984210564289 0.99124312866479058 84.794153326540254 46.974371732212603 0.61207389831542869 5.2898686481639743 0.64468846097588528 14.757879380369557 leaf_count=13513 6050 2832 2 676 257 19 23 34 369 663 59 31 50 107 31 59 60 101 46 19 43 56 96 21 1626 716 5 89 12 272 internal_value=-5.49719e-11 -0.000861116 -0.00135168 0.000934057 -0.000887636 0.011718 0.00538851 0.00832182 0.0153218 0.002386 -0.00891666 0.00966281 -0.00207727 -0.00205314 -0.00127235 0.0139318 0.0202924 -0.0136278 -0.000254404 -0.0245857 -0.030243 0.00285523 0.0170902 -0.00220253 0.000617637 -0.00560466 0.00127557 0.0196375 -0.0108862 0.014795 internal_weight=1590.02 1285.19 1135.33 273.562 194.159 16.4324 79.4031 60.3008 27.67 32.6308 10.169 4.65242 861.766 177.726 166.495 9.59874 8.228 11.2312 5.57947 5.51656 4.95583 149.864 7.22539 156.896 85.7854 71.111 24.1366 5.90194 2.61739 15.5373 internal_count=27937 21887 18903 5340 3411 293 1929 1253 392 861 198 77 13563 3118 2864 150 119 254 147 121 102 2984 152 2714 1647 1067 351 94 46 274 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=0 1 6 8 7 6 0 7 7 0 0 0 4 8 0 6 4 5 3 6 6 6 0 4 7 4 7 0 7 7 split_gain=5.34645 2.22156 1.8026 1.92826 1.9149 1.85269 1.67578 1.91504 4.35929 1.90883 1.921 1.80027 1.64423 1.61574 1.50921 1.48125 1.98621 1.60624 1.70611 1.51299 2.81569 2.88579 2.11549 4.18398 2.79241 2.22951 1.92544 1.8298 2.40156 1.75234 threshold=0.27846254408359533 1.0000000180025095e-35 0.25355765223503118 0.73214285714285732 0.097242176532745375 0.012195987626910211 0.2814635187387467 0.1650124937295914 0.18550211936235431 0.28371055424213415 0.28438821434974676 0.28601711988449102 18.230563520264287 0.81666666666666676 0.34393528103828436 0.68199843168258678 4.5517906095566554 4.3404401347336128 1.0000000180025095e-35 0.29233731329441076 0.12469720467925073 0.13069976866245273 0.31192713975906378 6.9650139762674206 0.18408000469207766 6.2949371881501976 0.15400618314743045 0.29199722409248358 0.13898988068103793 0.10147566720843317 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 -3 -6 7 -2 -9 -8 -11 12 -12 14 15 19 17 18 -17 20 22 -22 23 24 25 26 29 28 -21 -13 right_child=1 2 -4 -5 5 -7 9 8 -10 10 11 13 -14 -15 -16 16 -18 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0015042223508596427 0.017442726188716322 -0.016629883148480795 0.0097811029106648056 0.04429090357667325 0.01874886922779892 0.00066202507471395259 -0.009883544491295854 -0.030177796695706686 0.014727774402732914 0.020277355156375434 -0.016842168238768964 -0.015480830340431599 0.044227718680424313 0.013459204465383118 0.0031231903866223627 0.045579217765404072 0.034150980444944495 -0.017545261153205392 -0.033805936939009892 0.0069383640635244329 0.037750449548478913 0.0044910659163909716 -0.007728737619229281 0.021907634745918399 0.012001977335179334 -0.035648779738074843 -0.028206939080002703 -0.0017521855095295341 -0.024169687921898466 0.0033616025742346143 leaf_weight=908.986113289895 11.969870333501605 4.9365499841806004 54.913303129331325 0.94782823568675567 5.8805758247617623 38.255618105875328 14.211994811776092 3.0123958559706789 5.494101231219247 4.7359591515269122 7.1405056826770297 6.0393146621063449 0.42012566328048695 9.6475753626727947 198.2686477729585 0.9577460517175489 2.6210648813284934 2.0148439612239599 0.32678736560046673 3.2098488432820869 2.4204339629504821 78.340490320289973 36.915617327031214 7.8196225506253532 9.2917935711739101 2.2462318176403633 2.746750494465231 139.66590689841541 7.343097931239754 16.796197838149965 leaf_count=14187 232 234 1385 43 123 681 295 38 104 96 188 127 1 422 3652 26 56 56 15 85 50 1581 744 143 171 35 46 2670 190 261 internal_value=-7.22175e-11 0.00201494 0.00602836 0.00190854 0.00108993 0.00307186 0.0012808 0.00970854 -0.00117458 0.000968838 0.001255 0.00108637 -0.0134487 0.00129503 0.00106805 -0.000210268 0.0146555 -0.000831975 0.0253835 -0.000491604 0.00151361 0.00548786 -0.00240749 0.00196362 -0.00223771 -0.00699227 -0.0044761 -0.00266231 -0.0147077 -0.00162166 internal_weight=1587.58 678.591 104.934 50.0206 49.0727 44.1362 573.657 20.4764 8.5065 553.181 538.969 534.233 7.56063 526.672 517.024 318.756 5.92044 3.29938 1.28453 312.835 162.616 80.7609 81.8555 44.9399 37.1203 27.8285 25.5823 150.219 10.5529 22.8355 internal_count=27937 13750 2466 1081 1038 804 11284 374 142 10910 10615 10519 189 10330 9908 6256 153 97 41 6103 3158 1631 1527 783 640 469 434 2945 275 388 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=0 1 0 4 8 5 7 0 0 4 0 6 0 0 4 6 4 4 0 0 4 0 0 6 4 5 8 0 0 6 split_gain=5.38021 2.23933 2.17148 1.64368 1.47948 2.21445 1.84418 2.53275 2.49682 2.2472 3.8651 2.07156 1.7944 2.00418 1.72097 1.6371 1.6046 1.84804 1.5544 1.54076 1.6383 1.53418 1.48192 2.47009 1.46487 1.4464 1.44371 1.4191 2.66116 2.11503 threshold=0.28760881721973425 1.0000000180025095e-35 0.40932813286781317 17.123868445595125 0.2678571428571429 6.8167460111713192 0.17849697172641757 0.26385782659053808 0.21220965683460238 4.437744198603955 0.21475280076265338 0.28428718447685247 0.15014769881963733 0.15217817574739459 18.230563520264287 0.34953159093856817 14.126152142524594 13.436358051597251 0.2224516645073891 0.16462367773056033 3.5924688561124389 0.11235823109745981 0.16054411977529529 0.13700570911169055 7.4268715355601502 12.293853605328623 0.81666666666666676 0.27914373576641088 0.26385782659053808 0.16665890067815783 decision_type=2 2 2 2 2 2 2 2 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 25 3 -3 5 -1 12 8 21 10 -10 -12 -6 -14 16 -13 17 19 -17 -15 27 -8 -23 -24 -11 26 -2 28 -21 -29 right_child=1 2 -4 -5 6 -7 7 -9 9 24 11 15 13 14 -16 18 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0020691350689348437 0.0011209508835095356 0.0055819468805056015 0.024497585853430551 -0.046566186424007096 -0.026655325213880799 0.019442762361545154 -0.020903650757945483 -0.0057158020614733705 0.048326613440846898 0.029561732747048208 -0.023529454919283502 0.03236093473235236 0.024756029856229933 -0.048044401948260602 0.031987874899164888 0.028224761517037913 -0.023867215014035128 0.03193439788277929 -0.024030660081187302 -0.0055362533948215224 0.0004204724565767242 0.012267228495534261 0.037969101766827794 -0.0062888211756559681 0.0071526552879032654 0.035696061910931672 0.012861645252675594 0.053531153432821929 -0.034396190451744114 -0.019560424056144662 leaf_weight=785.15453884516319 506.36030414132983 90.72630530357128 5.6107976944185785 0.54726197756826778 2.442753128707408 4.3305150936939745 2.3296762006357339 14.945447946549391 1.4601634591817871 9.8411925012915145 3.1254614812787622 1.6166165694594385 2.723537564277648 0.63880488649010558 1.3804309407714743 0.7613641265779737 2.8666433808393768 1.5006938483566035 1.5662635397166011 12.69636282511056 85.286642617429607 11.890492165461184 1.2496045554289583 12.368633962381862 3.5806176404003045 1.1052037694025774 9.6049918682547268 0.75611230544745811 3.7175361495465031 0.67384685610886663 leaf_count=12066 9698 2189 92 10 33 72 47 324 12 293 49 27 4 8 15 19 63 18 45 201 1411 216 42 386 61 24 417 13 66 16 internal_value=-3.30077e-11 0.00219721 0.00638283 0.00526927 -0.00139228 -0.00195114 0.0010668 0.00511506 0.00836614 0.0159315 0.0038911 -0.00528653 -0.00121832 -0.000664722 -0.0012969 0.00916936 -0.0017218 -0.00111875 -0.00693798 -0.00159676 -0.00130906 0.00240053 0.00452887 -0.00222773 0.0235835 0.00141295 0.00133951 -0.00957554 -0.0120727 0.0190878 internal_weight=1582.86 613.955 96.8844 91.2736 968.904 789.485 179.419 64.7355 49.7901 21.9517 8.52987 7.06971 114.683 112.241 109.517 3.94424 108.137 105.27 2.32763 103.769 103.131 27.8384 25.5087 13.6182 13.4218 517.07 515.965 17.8439 16.4139 1.42996 internal_count=27937 12430 2291 2199 15507 12138 3369 1521 1197 506 152 140 1848 1815 1811 91 1796 1733 64 1715 1707 691 644 428 354 10139 10115 296 267 29 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=0 1 0 1 6 6 7 6 4 4 4 4 0 5 6 6 6 0 6 6 7 0 2 6 6 0 0 6 7 0 split_gain=5.22202 2.09213 1.68719 1.71709 2.18411 1.62261 1.65887 1.89317 1.90211 1.50151 3.50766 1.85079 1.76889 1.61026 1.39232 1.99195 3.12673 1.97701 2.04797 1.73603 1.51112 1.35757 1.35512 1.34319 1.61864 1.33246 1.96086 3.55473 1.32991 1.44275 threshold=0.27846254408359533 1.0000000180025095e-35 0.27755963802337652 1.0000000180025095e-35 -0.056451981887221329 0.25053961575031286 0.097242176532745375 1.0000000180025095e-35 8.3580325100788766 7.523290384156204 7.658161156827366 7.4970823290490189 0.28071515262126928 8.1967509811877814 0.48759149014949804 0.51052418351173412 0.50882095098495495 0.27440419793128973 0.54385313391685497 0.48418529331684118 0.18891868740320208 0.2631110697984696 1.0000000180025095e-35 0.47340346872806555 0.12079488858580591 0.25960800051689154 0.26542399823665624 0.58758777379989635 0.19380632042884829 0.25416126847267156 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 -1 6 -3 -8 -9 11 -11 13 -12 22 19 16 20 18 -17 -6 -16 -18 -2 24 -4 -20 -27 -28 -22 -30 right_child=1 5 23 -5 14 -7 7 8 -10 10 12 -13 -14 -15 15 17 21 -19 25 -21 28 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.024942482475186208 0.00034399082171563864 -0.014728930639864206 0.0015592240536965866 0.0024706583836486113 -0.0023477185564669488 0.009355627478868549 0.021121200578517959 -0.00062504150896381869 0.023003315258673374 0.033610855074956925 0.028798191678502047 -0.032969253366755304 0.0028216375355958668 0.02152530046559404 -0.017440869387853514 -0.0099399363838068213 0.054833206767944009 0.034196676259051255 0.00012957057091157322 -0.039084592455928387 0.055332452915464715 0.016071773019865811 0.03232597563809203 0.023400336694741362 -0.033991736886830971 0.035355387980203212 0.045866890531631926 -0.019042347932644723 0.003162232491062282 0.052587963665509815 leaf_weight=2.7338943155482403 440.11251217967947 4.8788286825147216 1.7050510239787389 93.363120535505004 695.77283470740076 56.38747713212797 4.9812251452822229 34.804538264637813 3.3625028100796035 3.5481153144501141 2.4076852297876021 1.4842886596452434 117.36721389740705 3.281026473036035 2.3262693313881746 18.046438519115327 1.8081171317026012 1.4698167154565442 68.516230610490311 1.159629554953425 0.54187684878706743 1.4779190476983783 1.1956013019662339 0.6448282804340123 3.5576193460728973 2.4734547606203696 1.0899818530306222 2.5032156256493181 7.3251945334486663 0.5731168064958182 leaf_count=36 8790 236 33 1627 10214 1414 113 611 92 59 31 20 2246 53 41 506 31 24 1278 52 6 8 85 13 64 47 13 60 115 19 internal_value=-3.26828e-11 0.00200053 -0.00148605 -0.00138129 -0.00182648 0.0059042 0.00185195 0.00372678 0.00145661 0.00128468 0.00421462 0.000474659 0.00334381 0.000586314 -0.00191738 0.00124962 0.0117852 -0.000323733 -0.000871493 -0.00240885 0.00396734 0.0374 0.000430637 -0.0174663 -0.0224736 0.00132275 0.0147984 0.000647606 0.00986784 0.00674866 internal_weight=1580.9 673.811 907.089 901.181 807.818 104.415 48.0271 43.1483 38.167 569.396 123.323 446.073 119.775 444.589 805.084 108.152 14.0525 94.0991 92.6293 696.932 10.7665 3.28604 441.308 5.9075 5.26267 74.5829 6.06665 3.5932 8.44019 7.89831 internal_count=27937 13750 14187 14077 12450 2466 1052 816 703 11284 2336 8948 2277 8928 12414 2148 220 1928 1904 10266 181 39 8875 110 97 1398 120 73 140 134 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=4 0 6 6 6 8 4 1 5 7 6 6 6 4 0 3 7 0 7 4 6 4 4 6 4 7 6 6 6 4 split_gain=5.14435 2.64887 2.54117 2.30666 2.30627 2.13288 2.6952 1.98149 1.7517 1.56008 1.92617 6.40468 1.6542 1.39233 1.84021 1.33762 1.70098 1.78724 2.34058 1.63299 1.79316 1.2958 1.95246 2.05229 1.46682 1.38959 2.85078 3.03319 1.95907 2.72578 threshold=4.659615602645597 0.33509652316570288 0.50882095098495495 0.50262513756752025 -1.0000000180025095e-35 0.73214285714285732 22.611801717408074 1.0000000180025095e-35 8.1967509811877814 0.11350248754024507 0.27044087648391729 0.29942367970943456 0.46138942241668707 3.9515733073658859 0.35770738124847418 1.0000000180025095e-35 0.16098802536726001 0.33074389398097997 0.16202700138092044 7.8594696930916443 0.52223065495491039 17.901520664669707 15.88998413198564 0.27179265022277838 23.854253910915254 0.17660862207412723 -1.0000000180025095e-35 0.30286313593387609 0.4296118170022965 8.3376357966696197 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 -3 21 -7 8 -1 12 -11 13 -6 -12 -15 16 -4 -18 -19 20 -17 22 25 -24 -23 28 -27 -28 -2 -30 right_child=2 4 15 -5 9 6 -8 -9 -10 10 11 -13 -14 14 -16 19 17 18 -20 -21 -22 24 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.0021793831411311892 0.0011958538760273498 0.041157857379505523 0.01745520149666957 -0.022065703159159365 0.0090372690730056941 0.013953206628247134 -0.031076338955538591 0.0021817537760287615 0.022109603424243042 -0.0051431115820447905 0.045285943108280102 0.0016858784080201086 0.044638797402057825 -0.032579126509671888 0.043537743289734594 0.047973091363780584 0.013862759141728416 -0.058778573617817263 0.0021626027104967088 -0.016506878719575638 0.0026346372596773916 0.025420313630179023 -0.025799554895894992 0.0072688661535697729 -0.01807984650057072 -0.046622500688115742 0.0098433507862129774 -0.0013385056298747897 -0.0014854318786235313 -0.02458780893246337 leaf_weight=873.92926182434894 251.8643572369474 1.4183176836231712 18.641760552651249 3.6461915224790564 10.273101153667083 19.693153770916982 1.2736677667126048 109.12062442838214 2.6804778291552784 28.48060743388487 3.8847393773030481 70.996017982251942 1.3262507723411534 0.54057627171277978 0.60665535926818848 0.83960067620501178 15.80443559004925 0.58399993181228893 19.729681405995507 3.9286101122852406 12.096296442599849 3.7167925420217207 4.7666310069616875 2.6161552623379976 0.85886146966367949 0.96343190968036552 53.233993235044181 37.013553482596762 16.277097582235005 6.4051615353673688 leaf_count=14125 4903 17 385 109 288 704 12 2145 51 589 66 1316 46 17 10 20 333 7 298 83 277 44 82 25 15 8 937 599 325 101 internal_value=3.75495e-12 -0.00112298 0.00261404 0.00168719 0.00313423 0.00190442 0.0112178 -0.00163056 -0.00210511 0.00266975 0.00151123 0.00400399 0.0131079 0.0367103 0.00767143 0.00782035 0.0100955 0.00629695 0.000410599 0.000432773 0.00557732 0.00138744 0.00119286 -0.0140815 0.0172552 0.00150117 0.00470931 0.0052573 0.000435356 -0.00800923 internal_weight=1577.21 1103.26 473.953 402.329 117.526 398.683 20.9668 985.73 876.61 116.108 104.509 76.028 11.5994 5.03197 1.14723 71.6244 54.7599 36.1181 20.3137 16.8645 12.9359 377.716 373.14 7.38279 4.57565 365.758 91.211 90.2475 274.547 22.6823 internal_count=27937 18670 9267 7864 2349 7755 716 16321 14176 2332 1998 1409 334 93 27 1403 1023 638 305 380 297 7039 6980 107 59 6873 1544 1536 5329 426 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=0 1 1 6 8 4 6 3 6 6 7 6 4 0 0 0 4 7 6 0 7 0 8 7 0 6 6 0 4 7 split_gain=5.16936 1.8993 1.89128 1.4091 2.16359 3.21283 1.46077 1.94679 1.69305 2.11444 1.68236 1.46175 3.92759 2.07292 2.09807 1.81952 1.70917 2.03701 1.43733 1.41814 1.58385 1.51283 1.39026 1.33451 1.30805 1.29493 2.45145 1.24094 1.224 1.63031 threshold=0.32026907801628118 1.0000000180025095e-35 1.0000000180025095e-35 0.39499187469482427 0.63333333333333341 22.611801717408074 0.28971178829669958 1.0000000180025095e-35 0.31220483779907232 0.32290020585060125 0.10628251358866693 0.26703691482543951 9.6432404208017584 0.32236011326313024 0.36328005790710455 0.32236011326313024 3.0531061291837633 0.19186072051525119 0.26109755039215093 0.36913928389549261 0.10070703178644182 0.43724593520164495 0.81666666666666676 0.070646964013576521 0.35177671909332281 0.17462222278118136 0.22003825008869174 0.20976476371288302 16.672149223201981 0.13337556272745135 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 6 28 11 8 10 -10 -8 13 15 25 18 -13 -17 -18 24 -16 -21 -22 -1 -11 -15 -2 -27 -24 29 -6 right_child=1 -3 -4 -5 5 -7 7 -9 9 23 -12 12 -14 14 19 16 17 -19 -20 20 21 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0015121825529652983 0.0019717779897393648 0.0077473636063998099 0.0023862012226948375 0.0042339032319656618 -0.0023187651876381055 -0.033723042951639387 -0.0061392227791951283 0.0042771327587084098 0.026075920410416294 0.029932657707653677 -0.037264735696795039 -0.039180199931501333 -0.032073465644510774 -0.0014115270755149852 0.015758801655183074 0.037644624535794195 -0.006410093960999611 0.045732445564819854 -0.029467065295820272 0.020356087583892152 -0.0041899036023556671 0.015029746873045582 -0.0066876903634281821 -0.010005569157317529 -0.012264464287987605 0.041830131803461193 -0.014994963899266371 0.015951773693198962 0.035825348450311954 0.020240639104208355 leaf_weight=1045.8601946751151 3.250051570008508 63.866116452714778 133.56570584126166 147.79828285751864 4.7592309982283023 1.3274761307984579 2.7993996029254076 12.67972695105709 1.7104439904214839 0.78109255968593316 3.5383216398768127 0.42739377729594519 1.4984202110208569 45.827095295215258 7.7870050455676383 4.0167910903692245 2.3567557386122648 0.94454411044716824 2.0281188017688683 3.5152570030186352 22.580326274386611 4.4049034097697577 3.065226946549954 20.926999707240611 12.78266678471118 2.7930343155749147 0.90453589241951693 7.536833882702922 2.168845889857038 7.3135289496858604 leaf_count=16869 67 1423 2687 2571 137 14 75 219 46 54 78 8 15 1021 123 81 42 11 22 96 458 76 252 430 277 27 24 429 30 275 internal_value=-4.16744e-11 0.00302269 -0.000977364 0.00208244 0.00024568 0.0109145 -0.000808589 -0.00556633 -0.00976083 -0.00603816 -0.0235165 0.000945277 0.012386 -5.36267e-05 -0.00116609 0.020987 0.0245009 0.00850855 -0.00463772 0.00433212 0.0014148 -0.00105261 -0.00140261 -0.00856853 -0.00377853 0.0157864 0.027929 0.00940634 0.0150752 0.0113474 internal_weight=1574.81 384.786 1190.03 320.92 173.122 15.5691 157.553 42.436 29.7563 23.4185 6.33772 115.117 9.2439 105.873 98.9254 7.74548 7.31809 3.3013 60.6379 38.2875 30.5005 26.9852 1056.46 21.7081 58.6098 6.94762 3.69757 10.6021 14.2416 12.0728 internal_count=27937 7700 20237 6277 3706 456 3250 902 683 530 153 2348 157 2191 2073 142 134 53 1320 753 630 534 17550 484 1298 118 51 681 442 412 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=0 1 8 0 7 6 7 0 0 4 6 6 4 4 4 6 6 6 0 0 7 0 0 0 0 0 6 6 4 5 split_gain=4.96573 2.1914 1.64263 1.54197 1.72575 1.88561 1.54183 2.68134 2.485 2.03244 2.06929 1.85715 1.64088 1.88845 2.05465 1.61253 1.88786 1.58694 1.55035 2.01613 2.23746 1.5353 1.70888 1.52643 1.65778 1.41553 2.30781 1.89565 1.54541 1.41025 threshold=0.28760881721973425 1.0000000180025095e-35 0.30952380952380959 0.28855867683887487 0.1247118003666401 1.0000000180025095e-35 0.17849697172641757 0.26385782659053808 0.11235823109745981 5.708776113133597 0.34346945583820349 0.36247448623180395 18.230563520264287 14.126152142524594 13.436358051597251 0.32449534535408026 0.33062003552913671 0.23710254579782489 0.12762274593114856 0.21610419452190402 0.19878225028514865 0.23247854411602023 0.17729417234659198 0.36328005790710455 0.36204144358634954 0.27989883720874792 0.48418529331684118 0.5462741255760194 6.2102312547634524 6.8167460111713192 decision_type=2 2 2 2 2 2 2 2 2 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 29 4 -2 -6 12 8 -8 15 -11 -12 13 14 -4 17 -17 18 -10 20 -20 22 -13 24 -5 26 -9 28 -27 -1 right_child=1 -3 6 23 5 -7 7 25 9 10 11 21 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0020231114827480943 0.037044083132966525 0.0062826850638826428 -0.0010915203486388631 0.00039304348247766902 0.040827420968644272 -0.011322047376815992 -0.022316157734678207 -0.01942721901400301 -0.024555616853777995 0.026910122481899237 -0.044244722078048589 0.029740305907332107 0.031800106069780114 -0.025564330723221486 0.033615391869539789 0.057834617648736437 0.0097102868183125048 -0.018061729497347682 0.0028196556533699388 -0.014922457301572049 0.036968753898597898 0.033798439276300468 -0.011061154313972256 0.0039113442853572463 -0.019096529740893486 0.033772189711055958 0.027199897718969374 -0.030777440667540863 -0.0015257291460458314 0.015103893864707896 leaf_weight=782.30718903918751 2.2901896105613551 95.833396379166516 107.74803241621703 370.3176431201573 0.85649403184652362 2.2989738192409277 2.2626008614897719 7.8205233649932762 1.4770998395979429 9.9928558512619947 0.61461585084907611 1.3093204437755046 1.3710291713941831 2.7962459037080398 1.5573262274265278 0.77472326904535194 13.833957425260449 3.9487598636187604 4.3183734603226167 2.4733420007396489 2.8773660035803914 1.7985478074115233 3.138067132436845 134.6134433625266 3.9700399235589421 1.9874820222030383 1.0883015627041457 1.0505857361713422 2.5467914131004363 4.3509497272607396 leaf_count=12076 28 2291 1745 7487 13 53 47 156 31 189 20 40 15 63 18 9 491 65 20 53 51 75 104 2467 91 31 42 32 62 72 internal_value=-2.33392e-11 0.00211761 -0.00134115 0.00134157 0.0172206 0.00283297 0.0012719 0.00502261 0.00838649 0.0098786 0.0182 0.00551319 -0.000820853 -0.00121981 -0.000597034 0.00515714 0.0122624 -0.00171925 0.00407041 0.00844347 0.0164749 0.0104095 0.000950883 0.00117165 0.000186319 -0.00630811 -0.0137313 0.0055331 0.0139462 -0.00192838 internal_weight=1573.62 610.18 963.444 514.347 5.44566 3.15547 176.786 63.3133 48.8196 46.557 16.8534 6.86055 113.473 112.102 109.305 29.7036 14.6087 15.0949 11.1462 9.66908 7.19574 6.24594 4.44739 508.901 374.288 14.4937 8.90882 5.58486 4.53427 786.658 internal_count=27937 12430 15507 10139 94 66 3359 1518 1195 1148 428 239 1841 1826 1763 720 500 220 155 124 71 219 144 10045 7578 323 198 125 93 12148 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=0 1 0 4 6 4 4 7 4 4 7 6 8 5 0 4 0 0 0 7 4 7 6 1 0 0 6 0 7 0 split_gain=5.0491 2.05004 2.1665 1.99418 1.55001 1.8229 2.04587 2.00482 1.68707 1.66162 1.54453 2.42672 1.50972 1.59886 1.49671 2.05218 2.35153 1.92381 2.03649 1.80138 2.74107 1.77045 1.74584 1.5316 1.51404 1.45951 1.44056 2.30422 1.86767 1.69806 threshold=0.28760881721973425 1.0000000180025095e-35 0.28855867683887487 7.5483082410249738 0.51203331351280224 22.611801717408074 17.327100982140248 0.13337556272745135 16.223126738475681 11.385096658544564 0.14839909225702289 0.34759142994880682 0.30952380952380959 6.8167460111713192 0.23247854411602023 3.9202506093377818 0.27846254408359533 0.22134421020746234 0.22705212235450747 0.062790244817733779 9.9438019438136287 0.23272842168807986 0.068737883120775237 1.0000000180025095e-35 0.28438821434974676 0.34620070457458502 0.13700570911169055 0.1456677243113518 0.17716495692729953 0.21220965683460238 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 6 8 -7 9 -4 -11 -12 13 -1 17 16 -16 26 22 20 -17 23 -19 -20 -18 -13 27 -14 -28 -30 right_child=1 -3 4 -5 -6 7 -8 -9 -10 10 11 25 14 -15 15 19 24 18 21 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.002015887210289656 0.0068780274217038811 0.0061658444934541822 -3.1520110566064201e-05 0.043555026809299388 0.0042546654952455758 -0.048323751482888568 0.021266034509806159 0.0046901136051655887 -0.01590867076928397 0.0026541162725108943 0.032279457979302401 0.032017152105476676 -0.021383049452905204 0.016072111258107234 -0.013466118139356928 0.027949852793329018 0.030259519867961656 -0.028807868273152452 0.0037676159468890079 0.001753734819848653 -0.042062372047076732 0.046664006039597521 0.028759732298083079 -0.037951276976663541 -0.019109656494928857 -0.014975506902369137 -0.0082693019880655597 0.019548211125470939 0.0016018770584249589 0.023454539055657031 leaf_weight=782.47573800896862 3.9040756132453671 95.794173419824801 358.47333859486389 2.0268568322062492 114.03459338462562 1.4440384171903127 4.2033222769387057 1.1559185450896619 5.7480434775352469 14.810144277522342 4.8317318283952764 0.81919937394559417 1.4792842725291828 4.4230380931403479 18.073911914834756 0.68310664640739505 1.9753795454744243 0.50789949274621715 5.9433413702063262 82.307992507427116 1.911889186594635 0.75317589985206712 7.1295570293441415 0.9137581344693898 0.77975812490330998 2.1717099274974316 16.568631047382951 7.5830495323170908 25.511862188206582 3.6592946250457308 leaf_count=12076 82 2291 7275 12 2067 14 65 11 103 316 130 17 24 72 363 15 37 12 62 1583 25 31 105 12 21 47 196 140 653 80 internal_value=-2.25088e-11 0.00213684 0.00138541 0.0194121 0.00117481 0.000282643 0.000449102 -0.0247542 0.000222918 0.000466223 0.00834981 0.0191331 -0.00135271 -0.00191422 0.00116091 -0.00109231 -0.00953055 0.00456188 0.0139872 0.000977828 -0.0236324 0.00300385 0.0249314 -0.00179173 0.0162871 -0.00210439 0.00193946 0.0128668 -0.00022556 0.00434312 internal_weight=1572.1 609.417 513.623 5.93093 507.692 393.657 391.057 2.59996 386.854 381.106 22.6328 7.82264 962.681 786.899 175.782 105.732 20.829 70.0499 15.2477 84.903 2.595 7.61028 7.63746 6.8571 2.75514 2.99091 54.8021 9.06233 45.7398 29.1712 internal_count=27937 12430 10139 94 10045 7978 7953 25 7888 7785 510 194 15507 12148 3359 2044 421 1315 222 1623 40 105 117 74 58 64 1093 164 929 733 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=0 1 1 6 5 0 0 7 6 7 0 2 5 0 4 6 6 6 0 6 7 8 6 6 6 0 0 0 7 0 split_gain=5.1054 1.96364 1.5454 1.37942 1.5001 1.36527 1.537 1.41399 1.88631 1.4807 1.37811 1.25088 1.22098 1.20468 1.36401 1.47901 2.89336 1.40419 1.26797 1.22101 1.20702 1.59041 1.18086 1.1161 1.11176 2.03045 1.67858 2.15976 1.29909 1.23269 threshold=0.28760881721973425 1.0000000180025095e-35 1.0000000180025095e-35 0.62243640422821056 8.1967509811877814 0.36328005790710455 0.28855867683887487 0.1247118003666401 1.0000000180025095e-35 0.079202610999345793 0.36204144358634954 1.0000000180025095e-35 6.9240744798897653 0.36913928389549261 6.1372323937815443 0.37537464499473577 0.47614406049251562 0.58758777379989635 0.37283328175544744 0.36855494976043707 0.13396485149860385 0.46428571428571436 0.17828142642974856 0.77015903592109691 0.65015435218811046 0.21610419452190402 0.14319836348295215 0.15014769881963733 0.24028581380844119 0.18560730665922168 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 9 -9 -2 11 23 -3 20 15 19 18 -18 -17 -15 21 -7 -23 -8 26 28 -5 -28 -26 -29 right_child=1 12 -4 24 -6 13 10 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31 leaf_value=-0.002097326414433753 -0.007214197317532668 0.005740544195518984 0.0021610397898760248 0.019928822225371033 0.029642755786468591 0.031257216942870661 0.00024911548918200177 0.038428095071101689 -0.011784639198959472 0.046193959044793655 -0.017642261194978835 0.034341605159977313 0.038500150309424039 -0.0058478963962039013 0.0058057136582212454 -0.021648049050460746 -0.0066509626643062149 0.0067103807843143159 0.031727355598288327 -0.041092813814608858 0.0061157832279662054 -0.03418058939211218 0.016215170612613915 0.02733132518619864 -0.020001827290740973 0.0095486688265419718 -0.029932593190663256 0.031423571038780122 -0.00084673434835672663 0.0024500019538607897 leaf_weight=816.82084437134108 0.62244863109663073 94.678179288574029 100.35314543126151 7.5022786362096694 1.3423319766297925 4.3987693262752172 366.52593521610834 0.95068181306123767 2.307981951162219 1.8730479017831383 3.832596290507353 0.97695758676854794 1.0351314293220628 17.777227074955594 59.181726982933469 0.44785497756674786 15.301313878619114 13.173469705507157 3.7931852932088077 0.93096871860325237 17.411102106096223 0.65907884947955597 1.1461925087496636 1.3746880027465511 5.3310651326319221 9.6303363894694467 1.6619900204241265 1.5681757363490749 7.9210618236102164 8.4041510536917468 leaf_count=12819 10 2255 1819 48 8 93 7355 13 53 18 91 77 36 427 1134 9 255 173 86 14 240 12 24 55 87 261 20 27 272 146 internal_value=-6.16348e-11 0.00215029 -0.00136198 -0.001773 -0.00204525 0.00141388 0.000491938 0.0158785 0.00286441 0.0328724 0.000254391 0.000440335 0.00609484 0.00401349 0.00270022 -0.000873763 0.00297358 -0.00046952 0.0260909 -0.00760178 0.0101644 0.0215265 -0.0021836 0.00035031 0.00352817 -0.000934392 0.00886426 0.00172938 -0.00855244 0.00700618 internal_weight=1568.93 608.399 960.535 860.182 818.163 512.685 378.464 5.75416 3.25866 2.4955 372.71 368.878 95.7133 134.221 110.606 51.424 32.7158 28.4748 4.24104 18.7082 23.6151 6.20404 1.80527 367.901 42.0191 22.8825 19.1366 11.6343 13.2521 9.97233 internal_count=27937 12430 15507 13688 12827 10139 7672 94 66 28 7578 7487 2291 2467 2098 964 523 428 95 441 369 129 36 7410 861 620 241 193 359 173 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=0 4 4 7 6 4 4 6 6 7 7 4 0 0 4 6 1 0 6 6 3 4 6 4 8 0 7 6 7 0 split_gain=4.99483 2.49741 2.16783 2.61381 2.33368 1.89976 3.00916 2.16592 2.49998 2.07376 1.70893 2.49468 3.25037 3.0047 2.48922 2.04637 1.6597 1.64174 1.94841 1.58524 3.03197 2.05271 1.86062 1.85662 1.47705 1.75862 1.7669 1.87267 1.45522 1.3783 threshold=0.33261813223361975 4.659615602645597 4.750962284912787 0.17751230299472812 0.30528312921524053 8.3430480616909453 7.8594696930916443 0.072015702724456801 0.51052418351173412 0.19220362603664401 0.16560484468936923 6.2668648236456468 0.26461243629455572 0.32584685087203985 5.8305015982331341 0.55996587872505199 1.0000000180025095e-35 0.24869694560766223 0.63250949978828441 0.30286313593387609 1.0000000180025095e-35 7.4268715355601502 0.69375240802764904 7.523290384156204 0.22500000000000003 0.3149088472127915 0.2036206051707268 0.34759142994880682 0.11016714945435525 0.33347861468791967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 10 -3 6 19 -8 -9 -7 15 12 -12 14 -14 -4 -1 18 -6 20 21 -5 23 24 -21 -26 -27 -28 -17 -2 right_child=29 2 3 5 17 9 7 8 -10 -11 11 -13 13 -15 -16 28 -18 -19 -20 22 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.0019959558150118429 0.017295680488764811 0.03051218506952013 -0.00044154735590160271 0.008799201050638571 -0.030421972641342339 0.032238172413118979 0.040652614112555642 -0.037473838287162088 0.019092522283757466 0.0068363333067588032 -0.024568442984279164 -0.021610078878966862 0.055175641711547041 -0.036791026803739628 0.00067230085518011327 -0.01488250381721082 0.0019790102449995565 -0.038400467551898972 0.034086856657532076 -0.046497870667369365 0.033793712932974951 -0.026934523818880274 0.028541425134334851 0.030345912653603313 -0.0065374047815036597 0.027378414819490909 0.047373626016904841 -0.016569059700893063 0.020676667928897313 0.0031740969285883802 leaf_weight=864.27381033037818 6.3544935841346151 4.6672978727146974 189.21403607857064 24.158109281008372 0.64787651784718048 4.7705644196830672 0.49171350605320086 3.4117041707504541 0.88572973478585471 7.3472986253909767 2.2651356961578122 8.0226699253544194 1.867504543624819 0.67091762274503697 1.2649960154667494 1.2263617338612665 106.14872895996086 0.87102359393611539 1.2054093517363071 0.69143769703806413 4.330724178638774 1.5389856514520932 2.0193308165762565 1.5715865497477342 18.925204996041433 3.1912474513519546 0.50127054750919375 2.320169562852243 6.6651032511144876 294.84385644673603 leaf_count=14046 110 91 3528 494 11 63 11 57 27 152 41 150 17 7 32 17 2106 27 20 14 126 25 68 37 509 48 5 83 75 5940 internal_value=-9.31312e-11 -0.000826586 0.00159194 0.0011793 0.0176336 0.00594411 0.00388291 -0.0189907 -0.0258151 0.0168365 -0.000538834 -0.0106317 0.00388175 0.0208253 0.0331656 0.000182714 -0.00156116 -0.00443003 0.0115357 0.00573184 0.0105726 0.00665913 0.000757316 -0.00130531 -0.00324616 -0.00204694 0.012087 -0.0052087 0.0151506 0.00347203 internal_weight=1566.36 1265.17 294.743 287.352 7.39161 76.1551 64.0372 4.78915 4.29743 12.1179 211.197 14.0912 6.06855 3.80342 3.1325 197.106 970.423 2.72431 1.85329 59.2481 30.0278 25.6971 29.2202 27.2009 25.6293 24.9379 6.01269 2.82144 7.89146 301.198 internal_count=27937 21887 5735 5586 149 1719 1504 95 84 215 3867 247 97 56 49 3620 16152 58 31 1409 645 519 764 696 659 645 136 88 92 6050 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=0 1 8 0 4 0 0 4 4 5 7 4 0 6 7 0 6 0 0 4 6 6 6 4 4 5 0 7 0 0 split_gain=4.9016 2.00452 1.52523 1.42199 1.93392 1.91312 1.82906 1.7199 1.96772 1.63534 1.76028 1.92792 1.39004 1.50133 1.94832 1.5979 1.60999 1.39873 1.55216 1.48334 1.33229 2.4905 2.28708 2.12517 1.74459 2.64131 1.80096 1.54731 1.53335 1.91796 threshold=0.28760881721973425 1.0000000180025095e-35 0.30952380952380959 0.23247854411602023 3.9202506093377818 0.27846254408359533 0.22134421020746234 7.5540877639164989 3.9656878418369055 4.3805283958209396 0.070646964013576521 9.6432404208017584 0.096301417797803893 0.13700570911169055 0.17716495692729953 0.19074301421642306 0.030332272872328762 0.21220965683460238 0.20559003949165347 3.1611572860905777 1.0000000180025095e-35 0.13069976866245273 0.12079488858580591 5.8045870245895772 4.659615602645597 4.3404401347336128 0.27679023146629339 0.08038830012083055 0.25481888651847845 0.27914373576641088 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 12 8 -8 10 11 -6 -4 15 -15 16 -14 18 -16 -19 28 22 23 -22 25 26 -23 -26 -12 -30 right_child=1 -3 3 4 9 -7 7 -9 -10 -11 20 -13 13 14 17 -17 -18 19 -20 -21 21 24 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.0018957059659214337 0.0013657445641965514 0.006100655191984849 -0.037112588959292189 -0.012893393495896672 0.016447871459764229 0.014410032059836124 0.0068858483993178565 -0.013570669161484687 0.030152378805612445 0.015341666740092161 0.029322687973929652 -0.037485584169745303 0.037545099649563526 -0.0082195212811294188 0.0045654186763156588 0.024284149957369876 -0.012146416156225756 -0.024353624282249128 -0.024436195966923174 0.030586461793217567 -0.034484678019423995 0.035177916313689155 -0.047293015122261854 -0.00045666463928085597 0.034156860539208786 -0.047505656360614774 -0.0010724416089709975 -0.0011834377615381807 -0.0050750763793535785 0.025640507073702235 leaf_weight=785.91197603887849 510.07282064596075 95.541840814534226 0.8061791155487289 17.595739105367105 0.82117825560271684 2.6586595771368584 7.0952199036255461 1.8106679432094086 6.070413661422208 6.6102738506160668 2.8095401776954523 2.1802286182064563 0.74229802144691204 15.561931276693938 22.957313372186043 5.2999179831822403 2.8015467897057533 0.5176400532945985 1.7903898383592594 3.0383312267949805 2.1534715881571156 3.6611742241075254 1.5940355437342066 7.0909382323734462 1.1437267707660783 0.52411669027060259 1.8601270737126467 44.41623385733692 6.2715443194028904 2.5832615902181715 leaf_count=12148 10139 2291 10 363 20 58 84 30 108 103 53 35 23 196 579 84 55 7 66 73 50 79 20 135 18 23 22 884 117 64 internal_value=-4.4872e-11 0.00211272 -0.00133507 0.00121972 -0.000991205 -0.00930946 0.00457603 0.0138433 0.0176136 0.00102123 -0.000206395 -0.0227295 0.00198258 0.00258053 0.000307147 0.0138566 -0.00173797 0.00499528 0.00246728 0.0225889 0.000705799 -0.00103269 -0.014106 -0.00838344 0.00171303 0.0168556 0.0229652 -0.000296263 0.0100126 0.00388575 internal_weight=1563.99 605.615 958.378 172.466 103.974 20.2544 68.4918 14.9763 13.1656 83.7199 77.1096 3.00141 53.5155 52.7094 43.8656 8.84376 3.54384 28.3037 24.7477 3.55597 74.1082 62.4438 10.8384 9.24441 51.6054 6.04542 5.5213 45.56 11.6643 8.85481 internal_count=27937 12430 15507 3359 2044 421 1315 222 192 1623 1520 55 1093 1083 921 162 78 725 645 80 1465 1231 205 185 1026 124 101 902 234 181 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=0 4 4 0 6 8 1 0 1 0 8 1 6 0 0 6 7 5 6 6 0 7 4 5 7 7 8 6 6 0 split_gain=4.7802 2.50186 1.96144 2.2598 2.23743 1.46908 1.4263 1.32088 1.2231 2.1744 2.47204 1.21393 2.08911 1.70729 1.23006 1.99993 1.98097 1.20757 1.18341 1.43932 1.21531 1.13079 1.43675 1.11456 1.11397 2.35789 2.53198 2.04743 2.78678 1.55969 threshold=0.33261813223361975 4.659615602645597 4.7210182500361748 0.23139642924070361 0.69375240802764904 0.81666666666666676 1.0000000180025095e-35 0.33347861468791967 1.0000000180025095e-35 0.32745061814785009 0.63333333333333341 1.0000000180025095e-35 1.0000000180025095e-35 0.33429037034511572 0.33593283593654638 0.081325110048055663 0.22495321184396747 8.1967509811877814 0.17599163949489596 0.44056051969528204 0.29667529463768011 0.14176556468009952 12.012512428932888 4.9330445580954017 0.17660862207412723 0.2036206051707268 0.22500000000000003 0.40948155522346502 0.43098473548889166 0.10555810853838922 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -3 5 8 17 -2 24 -10 -11 14 -13 -14 15 21 -17 -1 -7 -20 -21 22 -9 -15 -4 26 -26 29 -29 -27 right_child=7 2 4 -5 -6 18 -8 11 9 10 -12 12 13 23 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=-0.0020094143241960842 0.016991011032979016 0.044039456174546916 -0.0014576681148807907 0.0017963612832396227 0.024849545114580995 0.02835827520698652 0.001744013718115909 -0.027964647966598383 0.0033859691738012941 0.044338053458230241 -0.015244162663574583 0.0327412141509279 0.039511611164548446 0.0041777532646812996 0.0027609042810414612 -0.01527444581055642 0.047768731012581896 0.018553917667179329 -0.010103759593013056 0.0056346775601442394 0.042350894264441226 0.041593257798940686 0.026444904145084467 0.03580400532899982 -0.031618814076494195 -0.04184363371450512 0.010575011935779918 -0.048437677643628829 -0.0066583196850524802 0.0042860565112481539 leaf_weight=860.17611445877992 6.2975512520642942 2.0962802935391656 171.76285764493514 2.4977069539017975 3.5896740762982509 2.9583806180453376 105.71397843319573 0.80177788180299037 35.99275535956258 2.4245989035116504 0.84516258351504792 2.7711432889918788 1.3217630982398976 43.260512210865272 233.00403512327466 10.167838371475224 0.46928744204342443 2.577911950153065 2.9355262813332956 2.3726714910008018 1.2329943925287805 1.0021515695843843 0.95951415784657001 1.0266862651333202 1.3349323670845468 0.68266130983830109 31.097273514838889 1.7307824166491617 8.4619099361589161 19.577413965307642 leaf_count=13996 110 19 3078 96 86 155 2106 21 761 35 21 74 27 970 4572 208 13 50 102 133 71 16 6 33 31 6 472 26 235 408 internal_value=-1.0605e-11 -0.000811464 0.00162472 0.0210723 0.00131342 0.00101532 -0.00154497 0.00339607 0.000613077 0.00551387 0.0289373 0.00310563 0.00745031 0.00591367 0.00225258 -0.00658593 -0.0124931 -0.00194797 0.0126134 0.00549255 0.0181902 0.0161522 0.00167651 0.00491093 -0.000206951 0.00320924 0.00883828 -0.0027857 -0.0137527 0.00273172 internal_weight=1561.14 1260.06 291.594 4.59399 287 283.41 968.468 301.082 273.91 39.2625 3.26976 294.785 48.3801 45.609 246.405 13.4006 10.6371 862.754 9.49957 6.54119 3.60567 2.76344 1.76129 44.2872 234.648 62.885 32.4322 30.4528 10.1927 20.2601 internal_count=27937 21887 5735 115 5620 5534 16152 6050 5073 817 56 5940 1104 1030 4836 264 221 14046 461 306 204 43 27 1003 4256 1178 503 675 261 414 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=0 1 1 8 5 6 4 0 0 6 0 2 6 0 6 4 6 8 0 0 0 0 6 7 6 4 0 0 0 8 split_gain=4.58554 1.78749 1.76574 1.39277 1.25199 2.39292 1.4361 1.12928 1.07237 1.06727 1.20353 1.05934 2.05586 1.0707 1.04524 1.02961 1.07793 2.72445 1.24524 1.37497 1.23449 1.33492 1.12625 1.0742 0.99223 0.959154 2.25351 1.5254 1.29501 1.34701 threshold=0.32026907801628118 1.0000000180025095e-35 1.0000000180025095e-35 0.81666666666666676 6.9240744798897653 0.63250949978828441 7.4970823290490189 0.45072206854820257 0.20976476371288302 1.0000000180025095e-35 0.33261813223361975 1.0000000180025095e-35 0.38737140595912939 0.082279823720455184 0.77015903592109691 5.6025430439302966 0.19080440700054171 0.22500000000000003 0.37461771070957189 0.3554977178573609 0.32830090820789343 0.32416543364524847 0.29233731329441076 0.21864056587219241 0.35994276404380804 7.523290384156204 0.43724593520164495 0.36626343429088598 0.34393528103828436 0.63333333333333341 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 6 -6 -2 -5 10 -3 14 13 -13 -1 16 17 -11 19 20 21 23 -20 -18 -15 26 27 28 -17 -30 right_child=1 9 -4 8 5 -7 -8 -9 -10 15 -12 12 -14 24 -16 25 18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0015804693119820133 0.0014261098849151592 -0.016758502712118598 0.0023584026556783245 -0.0059816284644757358 -0.036233803485196538 0.033749323351741412 0.010857205149454013 0.014129764660591546 0.016306800199367828 0.048376034018598649 0.031231255111437903 -0.023368103529151987 0.033196974181440443 0.0028519913553195211 0.027810859360792507 0.024040098842623127 0.036924678477656431 -0.016804021601130939 0.027023724131398679 0.023290361964629001 -0.00049478072618978799 0.032630388873378512 -0.013400492166796564 -0.0266702364562948 0.044963583438937069 0.0065418275257986339 -0.011041631662733106 0.045106225120889361 0.019914210967598021 -0.03990395765470825 leaf_weight=1024.1204810483796 304.33205686422298 0.55985682492610012 131.15119179344038 2.7034793709171918 0.89050922915339414 3.0850062258541584 1.6869847960770128 6.4308642144314936 6.9048229283071123 0.65285849804058926 2.9412605263933074 1.3502065724460397 2.2334406508598468 9.4437196840881334 1.0901369834318746 4.7353303260460962 0.34553665597923744 4.9773428002954461 0.72091599460691114 4.5266289487481108 11.171366927068446 2.3806714564561844 4.4438347212271765 0.77566088736057281 0.53192383097484786 19.669571841368452 1.9754125233739621 2.3464286646340042 0.69586940924636997 0.66027577500790358 leaf_count=16475 6079 19 2687 252 18 57 21 102 429 41 76 51 94 207 35 95 20 86 14 122 265 47 109 11 7 377 5 73 36 27 internal_value=5.29596e-12 0.00286602 -0.000923334 -0.00133388 0.00194372 0.0159234 -0.00541247 0.001689 0.0100355 0.00745619 0.0235573 -0.00143904 0.00689139 0.00170396 -0.00154922 0.00651787 0.00258475 -0.00924597 0.0053186 0.00883618 0.00437713 0.0199191 -0.00775792 -0.00707122 0.00509748 0.0104395 0.0178017 0.0245543 0.0166377 -0.00920987 internal_weight=1559.53 380.004 1179.53 1048.38 316.425 5.6625 2.57749 310.763 9.6083 63.5788 3.50112 1038.77 13.5593 11.3259 1025.21 60.0777 29.9948 5.6302 24.3646 19.1999 14.6732 3.50187 5.16475 1.1212 9.97564 30.0829 10.4133 8.4379 6.09148 1.35615 internal_count=27937 7700 20237 17550 6277 96 39 6181 681 1423 95 16869 359 265 16510 1328 715 127 588 465 343 78 123 31 214 613 236 231 158 63 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=0 1 8 0 1 0 5 6 4 4 4 0 7 7 6 6 6 7 7 4 2 6 0 6 8 4 6 0 0 5 split_gain=4.67678 2.02493 1.68295 1.55574 1.51317 1.49288 1.25491 2.05166 1.1831 1.05207 1.18955 1.03547 1.2417 1.20309 1.32541 1.01243 1.00197 1.10634 2.47782 0.99464 0.987533 1.724 1.93481 0.98366 0.963985 0.898635 0.973223 2.0508 1.00376 0.957736 threshold=0.32026907801628118 1.0000000180025095e-35 0.73214285714285732 0.40932813286781317 1.0000000180025095e-35 0.38552445173263555 6.9240744798897653 0.63250949978828441 7.4970823290490189 11.594511082917682 11.087640352493866 0.43724593520164495 0.21760539710521701 0.19991645216941836 0.37254446744918829 0.77015903592109691 0.68199843168258678 0.11350248754024507 0.10039460659027101 17.123868445595125 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 0.27783079445362097 0.30952380952380959 16.223126738475681 0.27179265022277838 0.37967713177204138 0.39818213880062109 6.8167460111713192 decision_type=2 2 2 2 2 2 2 2 2 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 5 15 -3 11 8 -8 10 -6 19 13 16 -15 20 17 18 -13 25 -1 -22 -23 -19 -5 29 28 -28 -27 -2 right_child=1 3 -4 24 9 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 23 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0015684890688281953 0.0014200982813595846 0.0081852921875857614 0.009799335586347371 -0.013404410274518785 0.001974623810222956 -0.0070836207084630223 -0.03319166851317016 0.03293989783774328 0.010576355252201321 -0.041171626611569562 0.042455241076552783 0.041724287344185013 0.040378008780877148 0.0082706819629636379 -0.0597117055016873 0.027830479078800974 -0.020436077751930702 0.010338400036054388 -0.030001064644665627 0.013193755817103072 0.0008442348668294598 -0.019543429320754032 0.039158838436463832 0.033491909930141464 0.028032778737138053 -0.032477423048722254 0.027390653331733739 -0.023203840484720021 0.0027821560770954941 -0.030799770774869513 leaf_weight=1022.0963858536379 285.21225124399643 50.011259932507528 13.009653617882575 0.56677102739922602 127.97737349389354 6.5136127290315917 0.82821058481931631 2.9883422832936049 1.6901796050369737 0.50576998107135196 0.65667964285239477 0.64450572105124226 1.1203005332499731 0.55174693092703708 0.48498138505965471 1.062998195644467 0.86387006193399507 4.461662171408534 1.3238970034290103 6.2312298235483459 10.42137539066607 0.64253701909910832 2.3663643648615107 2.6218300526961684 4.6572257941588759 2.2743932406883682 1.4698373749852183 1.4153470601886509 1.0677800267003474 0.83273537456989188 leaf_count=16437 5769 1169 786 18 2595 162 18 57 21 17 8 19 12 28 6 35 7 71 23 92 250 29 80 38 74 41 15 17 29 14 internal_value=4.96584e-12 0.00290449 -0.000931003 0.00787342 -0.00105075 0.00642579 0.00193378 0.0161297 -0.00381742 0.00201149 0.00218128 0.00168207 0.0102955 0.00721844 -0.0235315 -0.00143225 0.0104335 0.0133795 -0.00651634 0.00133371 -0.00146229 0.00661973 0.0266232 0.0189083 0.0235371 0.00108085 -0.0101933 0.00257118 -0.0212125 0.0013263 internal_weight=1556.57 377.832 1178.74 61.7489 1165.73 56.5249 316.083 5.50673 2.51839 129.14 128.634 310.576 12.0728 10.9525 1.03673 1036.59 9.91577 9.05189 1.9684 298.504 1035.53 13.4303 3.0089 7.08349 5.224 292.272 6.22736 2.88518 3.34217 286.045 internal_count=27937 7700 20237 1423 19451 1331 6277 96 39 2620 2603 6181 204 192 34 16831 158 151 42 5977 16796 359 109 109 92 5885 102 32 70 5783 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=0 1 0 8 0 0 4 0 0 5 7 4 0 7 6 6 7 0 6 6 0 0 4 7 6 0 0 4 6 4 split_gain=4.48719 2.08092 1.66021 1.41362 1.61701 1.54964 1.90961 1.74557 1.54979 1.51658 1.50804 1.79079 1.48273 1.76339 1.62651 1.39293 1.87686 1.58254 1.35613 1.34812 1.58731 1.32475 1.286 1.28025 1.43005 1.27072 1.45749 2.29284 1.33728 1.22141 threshold=0.28760881721973425 1.0000000180025095e-35 0.42733119428157812 0.30952380952380959 0.096301417797803893 0.23247854411602023 3.9202506093377818 0.27846254408359533 0.22134421020746234 4.3805283958209396 0.070646964013576521 9.6432404208017584 0.22705212235450747 0.23272842168807986 0.068737883120775237 0.13700570911169055 0.17849697172641757 0.21220965683460238 -0.056451981887221329 0.51203331351280224 0.28855867683887487 0.28521758317947393 3.3871864602686435 0.1247118003666401 1.0000000180025095e-35 0.19074301421642306 0.20840417593717578 4.659615602645597 0.030332272872328762 3.1611572860905777 decision_type=2 2 2 2 2 2 2 2 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 19 -3 -1 -5 8 7 -7 15 10 11 -8 14 -14 -10 25 -17 29 -12 20 23 22 -9 -2 -25 28 -27 -28 -6 -18 right_child=1 2 -4 4 5 6 9 21 12 -11 18 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.0018142293236274322 0.032360465246004215 0.0054466302433003738 0.028644480032989146 -0.041276718377949467 0.036368599798919758 -0.012779624607121677 0.015850263382581265 0.039440684607472215 -0.03182452832878508 0.014849786167549426 0.043282287051693243 -0.036128087895687569 -0.0012281378107497616 0.046311300958972026 0.026503994655877574 -0.0076913943449511638 0.052763398463694482 0.023862157257581656 0.00035043943712639923 0.004171402291406002 0.00022580550740288965 -0.024202626435061027 -0.013918272823890217 0.033951618851817481 -0.011345932792505639 0.038743745596946856 -0.013081131167260391 0.046497377648229851 -0.010348200202125504 0.0014275346715879604 leaf_weight=785.02961586099627 2.4962323741056016 90.02327312581474 2.8649451723322263 0.80276705697178741 0.69390436587855076 17.182883533532735 0.83587954333051984 1.4970869293902067 0.45835888129658808 6.6382484203204504 0.66826121974736352 2.0834233886562288 6.4956503207795322 0.78735357598634426 7.0199985255021602 16.322332576732151 0.4248716775327982 3.5518581270589484 72.926942027552286 112.66909645183478 388.60520243110659 0.64937811449635763 0.55803153105080117 0.91916961967945132 1.9750727554783223 2.6016456441720948 1.7256067804992201 0.87671072897501279 2.6865143475588411 22.861473282217048 leaf_count=12148 26 2260 31 10 23 363 20 29 12 103 8 35 74 31 105 228 8 80 1457 2081 7978 15 14 13 41 43 16 25 55 605 internal_value=-1.49881e-11 0.00203435 0.00616212 -0.00127667 0.0012006 0.00140172 -0.000902487 -0.00925351 0.00497169 0.0010948 -9.85544e-05 -0.0212452 0.013546 0.00391127 0.022929 0.00252569 0.00033055 0.0052093 0.00074027 0.0012776 0.000450073 0.0131494 0.024952 0.0166177 0.00303992 0.0135624 0.0228651 0.00699064 -0.000758562 0.00236418 internal_weight=1554.93 599.553 92.8882 955.379 170.349 169.546 103.04 19.8874 66.5063 83.1528 76.5145 2.9193 14.7614 7.283 7.47836 51.7449 43.1605 26.8382 73.5952 506.665 393.996 2.7045 2.05512 5.39047 2.89424 8.58438 5.20396 2.60232 3.38042 23.2863 internal_count=27937 12430 2291 15507 3359 3349 2044 421 1305 1623 1520 55 222 105 117 1083 921 693 1465 10139 8058 58 43 80 54 162 84 41 78 613 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=0 1 8 6 5 3 6 5 0 2 6 0 4 4 0 4 6 8 6 7 7 4 4 8 4 7 4 0 0 0 split_gain=4.42422 2.37336 1.81178 1.72113 1.63345 1.34624 1.22095 1.20758 1.10122 1.07082 1.81407 1.75219 1.12447 3.52499 3.33818 2.30174 2.247 1.56795 2.58763 1.8629 1.49664 1.99781 1.47027 1.57843 1.43573 1.36302 2.12307 1.32099 1.2837 1.4884 threshold=0.33261813223361975 1.0000000180025095e-35 0.81666666666666676 0.5158887803554536 6.3985309064871325 1.0000000180025095e-35 -0.018124056048691269 6.2153497154399222 0.20976476371288302 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 7.523290384156204 7.4268715355601502 0.25105556845664984 7.8594696930916443 0.57796794176101696 0.46428571428571436 0.42607006430625921 0.24255027621984485 0.19380632042884829 8.4075153981341071 11.44983271641537 0.58571428571428574 14.804241112678104 0.1779703572392464 8.4075153981341071 0.25343532860279089 0.3163964450359345 0.31775394082069403 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 7 -5 -2 9 -4 12 -11 -12 13 -1 -15 -14 17 20 19 24 25 -22 -20 -24 -19 28 -27 -18 -17 -30 right_child=6 3 8 5 -6 -7 -8 -9 -10 10 11 -13 15 14 -16 16 27 18 22 -21 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0017390692232083504 0.029970999115800076 0.0020974919637088097 -0.005500600197031599 0.029084800891031569 0.0083968935813799658 0.0026163935972496038 0.0031529538310390509 -0.042465026849510777 0.016817437877317137 0.00090899820504876784 -0.018122507602871749 0.038276196577376138 0.02212306784392773 0.020126139707723714 -0.045962596581069444 0.0062856104421278114 -0.028068059761328885 -0.0003818981462893683 -0.03687414866685676 0.040802737633098961 -0.049026048761174536 0.00080007345643023345 -0.042777198562573102 0.018437968567496136 -0.020703622821124274 -0.023759963312118427 0.03643794241607165 0.028192151535355457 -0.05825813880204752 -0.0048160885123589656 leaf_weight=993.88319294436951 1.5358001672575472 137.62948733811209 2.6668849173875042 3.8975674910470834 15.204834756819762 3.1089959237433504 295.65064963544137 0.64739648997783561 7.836887157514866 10.416174628655424 0.61923319532070253 2.486686838674359 4.7805790143320328 0.89745564013719503 2.945235462160781 23.119101196760319 0.41925176256336172 21.679725036490719 3.3331150470767161 0.89172786218114097 1.0743148764595383 2.2225433737039566 0.57601426960900415 1.1089238538406787 3.6566545611713073 0.66194280469790046 2.5919733033515513 3.6084075039252639 0.54857585532590691 3.2343550738878548 leaf_count=16082 48 2832 252 56 265 96 6002 16 474 255 29 87 101 5 52 384 9 484 68 12 17 34 10 25 73 19 36 35 7 72 internal_value=6.15929e-12 -0.00077898 -0.00124954 0.00283588 -0.00136788 0.0173401 0.00329154 -0.00150467 0.0111509 -0.00148023 0.00690922 0.0270319 -0.00158612 -0.00184995 -0.0305277 0.00199478 0.000594673 -0.000758765 -0.0055911 -0.00181487 0.00375481 -0.0154363 -0.0253285 -0.0024891 -0.00331482 0.00585291 0.0241919 0.0223358 0.00363473 -0.0125659 internal_weight=1552.93 1255.75 1111.11 144.636 1100.61 7.00656 297.186 1085.4 10.5038 1084.76 13.5221 3.10592 1071.23 997.726 3.84269 73.5072 68.7266 64.699 31.2462 26.2281 33.4528 3.29686 5.01805 1.68494 25.3364 30.1559 3.25392 4.02766 26.902 3.78293 internal_count=27937 21887 18903 2984 18177 152 6050 17912 726 17896 371 116 17525 16139 57 1386 1285 1241 672 569 569 51 103 35 557 518 55 44 463 79 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=4 0 6 1 6 6 7 0 7 6 6 6 7 4 1 6 4 0 7 7 6 6 6 0 6 0 4 0 6 0 split_gain=4.36527 2.56793 2.17929 2.11574 1.89319 1.80711 1.87597 2.70419 1.7216 1.90948 1.47173 1.38328 1.96356 1.44909 1.34597 1.26508 2.00492 1.49629 1.99905 1.77356 2.95929 2.65322 1.53578 1.29001 2.19536 2.11546 1.34869 1.25866 2.20447 1.60601 threshold=4.659615602645597 0.34274563193321234 -1.0000000180025095e-35 1.0000000180025095e-35 0.50882095098495495 0.50262513756752025 0.17660862207412723 0.10555810853838922 0.12829495221376422 0.21398246288299563 -1.0000000180025095e-35 0.3392148911952973 0.15309802442789081 4.2186248773804307 1.0000000180025095e-35 0.31008359789848333 2.5289968048817539 0.1456677243113518 0.21355113387107852 0.11016714945435525 0.23382568359375003 0.074859566986560835 0.025119324214756492 0.27440419793128973 0.3392148911952973 0.27522246539592748 4.0494694088879504 0.22134421020746234 0.27927467226982122 0.19544178247451785 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 -3 4 5 6 -2 -8 -4 -10 -5 12 -11 -14 -1 16 17 18 -16 20 21 22 -19 24 -17 -25 -26 29 -29 -21 right_child=3 2 8 10 -6 -7 7 -9 9 11 -12 -13 13 -15 15 23 -18 19 -20 27 -22 -23 -24 25 26 -27 -28 28 -30 -31 leaf_value=-0.001880379014360037 -0.00049721939311161718 0.040881371120560478 0.011720758328133572 -0.016509950227831201 0.006376959400457312 -0.022221650936308471 -0.048100557806495477 0.0050649330249038713 -0.0093386630613202983 0.038472756742599472 0.0081867594890856765 0.0010229845210735959 0.0019416002605474093 0.029022553183920621 -0.032650053472364701 -0.029579057455318566 -0.004233782433443127 0.014236912093632523 0.029910047464567952 -0.018238244181535124 -0.032208892747070471 0.02591875151118854 -0.03275745905531241 0.050974624082184859 0.0086326000704195511 0.010392016280496774 -0.028070689029459195 -0.0073249682216429673 0.029918525032180669 0.022076092394873195 leaf_weight=882.97872941778405 236.50002162193414 1.392439454444683 17.049969501560554 2.2466723260586141 62.916866904706694 3.0668396907858542 0.86928633507341047 90.697911853480036 12.91910040588118 2.0911964166443786 65.047366793616675 51.844412728445604 9.6419299559202027 2.1804733956232658 1.879049610346555 1.7781317331828201 47.233554067846853 1.2918051247252145 0.60858309734612692 1.1260818429291273 1.0977569541428227 10.209609002224168 1.2140665280167011 1.3137601166963566 12.231809967663136 9.6283206725493056 0.97269381862133819 13.378827977459876 1.6015943209640671 4.2303793048486114 leaf_count=14531 4590 14 430 46 1254 67 8 1828 270 56 1474 937 162 32 26 30 906 43 24 45 74 203 30 3 247 251 12 254 47 43 internal_value=1.80915e-11 -0.0010354 0.00362039 0.00244606 0.0016065 0.000700088 0.000914365 0.00456021 0.00307839 0.00120552 0.00736224 0.00327707 0.0116762 0.0069363 -0.00149086 0.00164167 -0.000148683 0.00511785 -0.0173451 0.00675414 0.0150496 0.0191296 -0.00853133 0.00743379 0.00171483 0.0152646 0.0059289 0.00111966 -0.00334317 0.0136009 internal_weight=1551.24 1089.89 97.1195 461.345 394.051 331.134 328.067 91.5672 95.7271 78.6771 67.294 65.758 13.9136 11.8224 992.775 109.796 83.8713 36.6378 2.48763 34.1501 13.8132 12.7155 2.50587 25.9247 14.9826 10.9421 13.2045 20.3369 14.9804 5.35646 internal_count=27937 18670 1901 9267 7747 6493 6426 1836 1887 1457 1520 1187 250 194 16769 2238 1695 789 50 739 350 276 73 543 289 254 259 389 301 88 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=0 1 4 3 0 4 8 4 7 5 6 7 7 4 4 8 4 7 6 6 6 4 0 6 8 6 6 6 6 4 split_gain=4.31204 2.74023 1.7895 3.00515 2.31851 2.00394 1.86191 1.7402 2.40869 1.71035 1.62223 2.49588 2.17827 1.44435 2.72054 1.90269 2.04293 1.61586 1.3383 1.26511 2.13729 1.65404 1.37572 2.53532 2.35025 1.24757 3.23326 1.19439 1.29288 1.26144 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 1.0000000180025095e-35 0.34620070457458502 7.4268715355601502 0.30952380952380959 9.4251440653669345 0.14878547191619876 8.1967509811877814 0.064812205731868758 0.11068867519497873 0.075659349560737624 7.8594696930916443 7.8818215293399492 0.35416666666666669 9.8090814256650631 0.11211706697940828 0.62120735645294201 0.28428718447685247 0.33494706451892858 8.3430480616909453 0.2822012752294541 0.27927467226982122 0.30952380952380959 0.40431641042232519 0.49212087690830236 0.5158887803554536 0.5462741255760194 7.8594696930916443 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 13 9 -7 8 10 18 11 12 -4 -5 -15 -16 -17 -18 -1 22 -21 -22 23 24 -12 -8 -27 29 -29 -3 right_child=-2 27 3 4 -6 6 25 -9 -10 -11 19 -13 -14 14 15 16 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0016415401920281463 0.0043989128119755984 0.0015759074408252377 0.020928292707693159 0.026324317568544042 -0.035626969663344076 -0.044123009098537523 -0.049065158302800234 0.00056151189772707659 0.0023779661602563607 0.017975529883814928 -0.031059740214301714 0.045835714466697583 -0.042623225986393287 -0.052369998223239414 0.028188307533403047 -0.016589711359567463 -0.0098694426017333411 0.012065445832401059 0.0032010459470453918 -0.029191062125427675 -0.0027311217022498021 0.026310152867894669 0.038100759665441852 0.047921213281988652 0.020108502170713981 0.05408904618995318 -0.025319393870848063 0.035794432304063976 0.0076818923184284738 0.010546049680941895 leaf_weight=1044.9290281261165 177.56097870669328 139.25386174071173 0.74580120621249424 1.4071123477770076 2.1561824895907185 1.8927919883280981 0.45270013285335187 31.349401315907016 20.087909661582671 4.1141951768659046 1.2505434383638223 0.67253257986158121 1.3902238663285968 1.0413349345326448 1.6551807667128766 8.4534097472205776 5.3323866892606002 6.9777757527772337 54.016974863596261 1.0213712619151909 2.6141178084071708 5.434240170288831 5.1026323238620535 1.5594517141580579 2.2824157113209367 0.7665067771449684 1.1596410999773068 1.9141262685880045 6.3787949899560772 15.700236282544209 leaf_count=17585 3520 2976 24 47 26 33 14 707 384 78 31 10 24 13 33 192 74 167 1215 29 47 68 71 4 19 7 22 39 158 320 internal_value=-1.10187e-11 -0.000569665 -0.00106272 0.00276959 -0.00578507 -0.00141065 -0.0219188 0.00591439 0.00989458 -0.00133123 0.0167351 -0.00456514 -0.020434 -0.00319755 -0.00496824 -0.00276646 -0.00523404 0.00256392 -0.00140351 0.0198404 0.0116896 0.0168775 0.0270915 0.0160602 0.00199674 -0.00425147 0.00628104 0.00307842 0.0141707 0.00248478 internal_weight=1548.67 1371.11 1207.87 100.534 27.0234 1107.33 4.27164 73.5106 42.1612 1103.06 22.0733 2.80856 2.13603 24.8672 23.4601 22.4188 20.7636 12.3102 1098.95 19.2648 9.06973 8.04836 10.195 5.09241 3.53296 2.37885 1.92615 163.247 8.29292 154.954 internal_count=27937 24417 20924 1970 552 18954 76 1418 711 18878 327 58 48 526 479 466 433 241 18800 269 144 115 125 54 50 43 29 3493 197 3296 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 1 1 4 4 6 7 4 6 7 0 6 0 4 4 6 6 6 6 0 4 5 4 0 4 6 8 0 8 6 split_gain=4.26416 1.88751 1.65624 1.26565 2.31525 1.20694 2.09437 2.02908 2.01294 1.78021 1.60509 1.93973 1.75418 1.4462 1.85789 2.38691 2.48233 1.55901 1.42127 1.81119 1.19517 1.75452 1.67941 2.31437 1.40577 1.91354 2.74982 1.52812 1.49283 1.75971 threshold=0.32026907801628118 1.0000000180025095e-35 1.0000000180025095e-35 6.9650139762674206 6.9845507850985964 0.48590882122516638 0.1498789116740227 8.3376357966696197 0.22203125059604648 0.22648720443248752 0.3163964450359345 0.49212087690830236 0.3149088472127915 8.4075153981341071 7.4268715355601502 0.44056051969528204 0.072015702724456801 0.018345618620514873 0.19080440700054171 0.27153123915195471 6.5250499573333594 4.3805283958209396 6.6299929932292576 0.27595959603786474 6.2599681625794785 0.12469720467925073 0.46428571428571436 0.291334018111229 0.18333333333333338 0.31652072072029119 decision_type=2 2 2 2 2 2 2 2 2 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 20 -5 6 13 8 9 18 11 -7 -13 14 -6 16 17 -16 -8 -20 24 22 -22 -24 -1 26 -26 -28 -27 -30 right_child=1 -3 -4 4 5 10 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 25 28 27 -29 29 -31 leaf_value=-0.0016491437128058493 0.0018464766078744978 0.0076097011802868392 0.0023171065817153783 0.023430826563542222 -0.001748609523573415 0.048412516124522312 -0.026675310473283559 7.7144311975068506e-05 -0.03127848894080347 0.037868728751918317 -0.034579867120538829 0.0046197579183981062 0.046597993239585925 -0.0017085607434597942 0.012145119506995147 -0.032951053435133673 0.025570448271731303 -0.047276515822392937 -0.018655162179322306 0.03868562582784818 -0.02508699462437931 -0.057389287076427785 0.0076930189973995165 -0.01770533467750917 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0.00769886 0.00300214 0.00887198 0.0163844 0.0199317 -0.0146669 -0.0119453 0.00699809 -0.00160696 -0.00928653 -0.00745226 -0.00248047 -0.00146008 0.00569161 -0.00560574 0.00939375 0.0120171 0.0138434 internal_weight=1546.39 374.323 1172.06 1043.11 89.5115 85.1454 70.0872 23.0156 10.4424 5.33568 15.0582 14.3258 13.1811 47.0716 20.9574 12.2749 11.4515 1.60478 4.58415 2.00528 953.596 17.8966 17.2392 13.4478 935.699 24.0994 8.65019 4.84231 15.4492 14.8786 internal_count=27937 7700 20237 17550 1705 1654 1384 477 200 114 270 254 230 907 353 167 152 30 90 28 15845 334 323 228 15511 508 238 187 270 265 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=0 1 1 6 4 4 4 7 0 0 4 4 0 6 0 4 6 4 6 7 6 0 0 4 4 8 6 6 0 0 split_gain=4.25133 1.98216 1.35512 1.31389 1.15606 1.38467 1.58121 1.75375 1.47697 3.05058 1.48865 1.97994 1.45165 1.28116 1.24196 1.53556 1.23659 1.22444 2.21414 1.15585 1.11776 1.46933 1.10771 1.7971 1.19306 1.12547 1.07665 2.08756 1.24249 1.25411 threshold=0.29199722409248358 1.0000000180025095e-35 1.0000000180025095e-35 0.51203331351280224 6.9650139762674206 9.1636181600671236 10.831610529717873 0.20959433913230899 0.27846254408359533 0.27522246539592748 14.126152142524594 18.230563520264287 0.28371055424213415 0.19903033971786502 0.28071515262126928 8.7617910712180489 0.27179265022277838 13.620193460627249 0.14546769857406619 0.079202610999345793 -0.056451981887221329 0.27914373576641088 0.40932813286781317 17.123868445595125 13.170563767650657 0.46428571428571436 0.42081916332244879 0.27927467226982122 0.2631110697984696 0.24542410671710971 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 -2 20 12 7 26 9 10 17 -12 14 -10 15 -6 -15 18 -8 -5 21 -1 23 24 -3 -24 27 28 29 -7 right_child=1 22 -4 19 5 6 8 -9 13 -11 11 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03401272407315227 0.00044539372212463676 0.0053453311935738193 0.0020805488655017456 -0.027968195020254029 0.0026344370793244575 -0.021618877658721305 -0.029531214622208389 0.045483171372988192 0.038468278337134836 -0.057402465057797121 -0.030314116083913704 0.022719368632520002 0.02213549243969111 -0.028841376882254299 -0.02606511564550229 0.023863482972268032 0.020366889000501313 0.044508709963730332 0.024200044845798858 0.0044740091486924144 -0.0019265982276499515 -0.021075095696689503 0.0055679287017514553 -0.047379030574035939 0.039545770780748744 0.033463706914482798 -0.043344515903338827 0.023676399982447364 -0.037982284430538665 0.017565360855683772 leaf_weight=1.6361822504550212 367.24130085216893 81.44469887590094 101.76726463114028 0.99740775721147557 30.15845059521962 2.2420163154602073 1.0672756191343058 0.42386046005412925 1.6571442594286057 0.86116508417762805 2.0194754861295228 0.92320410348474968 4.3290749553125343 0.71456756070256267 1.2163728380110104 3.4136305421125135 1.288173018954694 0.93468751478940237 1.953777987975627 109.20517630199902 816.06883882602051 0.5939505340065806 2.5829611362423739 0.57742839492857356 0.92846368998289008 2.6240057242102921 1.1982914349064229 1.1836378555744884 2.1584845194593072 1.0937330820597706 leaf_count=24 7581 2053 1932 31 502 48 22 12 36 8 44 12 92 14 31 67 20 10 27 1980 13133 12 28 10 23 64 30 31 42 18 internal_value=2.8238e-12 0.00207064 -0.00119639 0.0013075 -0.00157659 0.00248512 -0.00399686 -0.0139613 0.00324558 -0.0041641 0.00248192 -0.013676 0.00575274 0.0189554 0.00371407 0.00479302 0.00280963 0.0145018 0.0052179 0.00418039 -0.00186864 0.0193412 0.00620365 0.00536112 0.00573082 0.0196258 -0.0171603 -0.0124617 -0.0202471 -0.00877106 internal_weight=1544.5 565.601 978.903 477.444 877.136 58.837 19.7195 8.30002 11.4195 7.75959 6.89842 2.94268 39.1175 3.65988 34.7885 33.5721 2.00274 3.95574 3.02105 110.203 818.299 2.23013 88.1576 82.9506 82.3732 5.20697 7.87616 6.67787 5.49423 3.33575 internal_count=27937 11770 16167 9592 14235 1066 374 181 193 123 115 56 692 70 600 569 34 59 49 2011 13169 36 2178 2086 2076 92 169 139 108 66 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=0 1 4 3 5 4 4 8 6 4 0 7 4 7 7 6 6 8 4 0 6 7 8 4 7 0 4 7 7 8 split_gain=4.23442 2.63329 1.67333 2.4913 1.66021 1.60734 2.52617 2.14154 1.96239 1.69372 1.72207 1.53246 1.43851 2.19121 1.44887 1.59343 1.53964 1.52176 1.33968 1.48242 1.23811 1.22789 1.21723 1.69811 1.18892 1.17654 1.17584 1.6924 1.62571 1.25311 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 1.0000000180025095e-35 8.1967509811877814 7.8594696930916443 7.8818215293399492 0.46428571428571436 0.11530225723981859 9.8090814256650631 0.3483808040618897 0.083783496171236052 9.4251440653669345 0.14878547191619876 0.13931881636381152 0.064812205731868758 0.018345618620514873 0.22500000000000003 7.4268715355601502 0.34058904647827154 0.62120735645294201 0.11211706697940828 0.63333333333333341 8.3376357966696197 0.25011394917964941 0.3149088472127915 11.879092465724851 0.095235347747802748 0.072051811963319792 0.46428571428571436 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 18 -5 -7 8 -8 10 22 -10 13 14 15 16 -4 -17 20 25 -1 -11 23 -9 -2 -20 28 -28 -14 -30 right_child=24 -3 3 5 -6 6 7 9 11 21 -12 -13 26 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0016244481609410367 0.0042127002604205079 0.0030170546638453605 0.010072142499234285 0.025616787464634694 0.017698562215007874 -0.051812166224454177 -0.021120104411922597 0.047704941950942201 -0.0022411082150548198 -0.012672228938738884 -0.055767561307212637 0.042406239160332017 -0.028649671078859223 0.0021119296291209734 0.031283894810770617 -0.017773980370833588 -0.039650851980508141 0.018414150862262606 -0.012105980457279326 0.025568502589754891 0.0030352699621239527 0.0073265257613691513 -0.02918597582100891 -0.010865114324256105 0.043755805700731142 -0.050353938917651553 0.026529042990239622 0.0016215927149242769 -0.021309949756262325 0.0038206489974235429 leaf_weight=1043.7154762939826 176.29987504606834 162.67483651367365 1.3015716094523733 1.4404071214376042 4.0882601871271609 1.081913106143477 1.0220451322384203 0.50019473314751106 1.0598185234703126 4.890448625199495 1.0154656232334671 1.9930498774629084 2.3457418588222962 19.980679605156183 4.3977326340973368 1.1340022310614575 0.98431012965738762 13.449095136253161 1.7076557921245692 0.54375545657239843 53.973295629373752 6.351911248639226 2.9461469734087586 4.0749249416403472 0.6869757118402039 1.2563456147909162 2.9557442452060085 14.497967631556092 2.2297541252337387 8.9684270155848917 leaf_count=17585 3499 3493 29 49 78 13 14 23 23 67 8 47 62 384 55 16 23 204 44 16 1215 160 52 96 21 16 106 232 48 259 internal_value=-2.53026e-11 -0.000565468 -0.00104955 0.00269472 -0.00138364 -0.00519652 -0.00697643 -0.00494288 0.0148609 -0.00902288 -0.0190974 0.0269067 0.00557578 0.00924555 0.0159478 0.0119497 -0.0113388 0.0156001 -0.00145448 -0.0199648 -0.00139533 -0.00137297 -0.0141464 -0.00446169 0.00436619 -0.0283181 0.000692549 0.00583961 -0.00594034 -0.00118329 internal_weight=1543.57 1366.58 1203.91 98.6214 1105.28 26.3763 24.9359 23.854 4.07491 19.7791 8.53673 3.05287 72.245 41.2474 21.2667 16.869 2.28588 14.5831 1101.2 3.50776 1097.69 11.2424 7.52127 4.57512 176.987 2.964 30.9976 17.4537 13.5439 11.1982 internal_count=27937 24417 20924 1970 18954 552 503 490 84 406 179 70 1418 711 327 272 52 220 18876 76 18800 227 171 119 3520 60 707 338 369 307 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=0 4 1 7 0 7 0 8 7 0 8 4 4 6 4 6 0 6 6 0 0 0 0 6 7 7 1 6 0 0 split_gain=4.30594 1.85374 1.39668 1.26457 2.01218 3.15923 1.90298 1.77806 3.43224 1.60672 1.56753 3.37517 2.50366 1.57407 1.3834 1.30164 1.26792 1.17734 1.52269 2.05177 2.17386 2.40661 1.47347 1.22391 1.68587 1.83434 1.16183 1.4798 2.06992 1.88387 threshold=0.28760881721973425 6.2808025007133494 1.0000000180025095e-35 0.13931881636381152 0.30803693830966955 0.19501011818647387 0.28855867683887487 0.46428571428571436 0.20725323259830478 0.29749307036399847 0.2678571428571429 9.5371841344544475 7.3396382272272538 0.088916894048452391 13.436358051597251 0.15832874178886416 0.3073167502880097 0.53522199392318737 0.55165287852287304 0.32584685087203985 0.30645774304866796 0.29826995730400091 0.38770337402820593 0.60934308171272289 0.10147566720843317 0.11350248754024507 1.0000000180025095e-35 0.27044087648391729 0.36913928389549261 0.37461771070957189 decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 5 14 -3 8 -7 -10 11 12 -8 -14 16 -15 -5 26 19 20 21 -19 -21 24 -20 -26 -2 28 -28 -29 right_child=1 3 -4 4 -6 7 10 -9 9 -11 -12 -13 13 15 -16 -17 -18 18 23 22 -22 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=-0.0016445732643474869 -0.00077442208937651387 0.028922370909475234 0.00214349812148235 -0.011550360035629622 0.0078795668562246964 0.043575854474340793 -0.022763567378685325 0.037391069768093844 0.0070865625211829443 -0.05376455888265539 0.0027363017487591576 -0.074765185911043058 -0.017359405563472603 0.046405953458072462 0.023378535409458927 0.0062427787490119515 -0.048920439219811644 -0.022105919981015854 -0.047592933257850252 0.027774355510328537 -0.029934681788642208 0.047734734373669742 -0.0175384575997053 0.0062578654154000993 0.034778882752368422 -0.0031535088754390452 -0.0032077017247216576 0.013930661334036518 0.019287309136415725 -0.0070986124438371344 leaf_weight=850.50235119244462 267.83278399707342 2.2132887868210664 97.658472246606834 10.114514812477863 102.7996156088775 1.0181350819766515 4.7649011971661794 2.1645052862586454 0.69691072031855561 0.88828157261013985 65.226763284765184 0.65210459008812982 2.3749243537895364 0.81892340909689654 0.93832655157893974 6.4165908005088568 0.88893172703683454 0.77443949133157586 0.72764987939445092 6.7737163115525618 1.6113722434383815 1.0408624641131607 0.71393630374222983 32.420524713146733 1.2082873908802891 22.757217308855616 27.743846877710897 18.906568627789969 4.2447546105831853 4.8091531399404621 leaf_count=13688 5609 17 1819 215 1732 13 114 74 15 13 1616 5 49 25 23 93 9 17 26 94 25 6 12 694 39 468 696 559 54 118 internal_value=-2.38938e-11 0.00200387 -0.00125441 0.00433825 0.00631014 -0.00334518 0.00148065 0.0172992 0.00059414 -0.0270121 0.000723853 -0.0080112 -0.00498306 0.0038326 -0.0115876 0.0107885 -0.0145694 0.000799757 0.00438722 0.0146545 -0.00457304 0.0179395 0.0234538 0.00242516 -0.00260692 -0.00124104 4.54445e-05 0.00398746 -0.000222707 0.00966628 internal_weight=1541.7 593.542 948.161 201.977 119.509 16.7096 82.4675 4.76783 2.60333 1.58519 80.2542 15.0274 14.3753 9.61044 11.9418 7.23551 11.0034 391.565 68.028 10.9143 3.42667 1.8153 7.48765 57.1137 24.6932 23.9655 323.537 55.7043 31.9886 23.7157 internal_count=27937 12430 15507 4013 2094 362 1919 115 41 28 1902 286 281 167 247 118 224 8417 1381 154 48 23 106 1227 533 507 7036 1427 750 677 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=0 1 4 4 6 6 0 5 1 7 6 4 0 6 4 6 6 4 6 7 7 0 7 4 7 6 6 8 6 0 split_gain=4.25578 1.77486 1.41102 2.25889 1.92866 1.8185 1.77112 1.50931 1.36572 1.35387 1.49633 1.42808 3.28318 1.986 1.51908 1.17455 2.40071 6.30796 2.2194 1.75914 1.48816 3.71993 3.25181 1.40772 1.52327 1.63928 1.29251 1.45823 1.24926 1.18688 threshold=0.28760881721973425 1.0000000180025095e-35 7.3691543947335907 7.4268715355601502 0.53522199392318737 0.55165287852287304 0.28855867683887487 6.8167460111713192 1.0000000180025095e-35 0.23645481467247012 0.69375240802764904 7.523290384156204 0.34058904647827154 0.59878087043762218 8.3430480616909453 0.28611104190349584 0.28035075962543493 3.0531061291837633 0.31220483779907232 0.24028581380844119 0.19878225028514865 0.31354022026062017 0.20445878803730014 6.7570245358586538 0.14015202969312671 0.29233731329441076 1.0000000180025095e-35 0.30952380952380959 0.3180318176746369 0.3251031786203385 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 4 -4 7 -6 -5 15 -1 10 11 12 -8 -13 -15 16 19 -18 23 20 26 -22 -23 24 25 -17 27 29 -20 -2 right_child=1 -3 3 6 5 -7 9 -9 -10 -11 -12 13 -14 14 -16 18 17 -19 28 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016319474734217126 -0.01686883350065892 0.0058318024146363041 0.038324708233154689 0.033661138944666345 0.015656011761372192 0.002743933209290594 -0.049731451115550974 -0.051566241577662798 0.0021143765584771736 0.020277403360192472 -0.025355983949780204 0.0026540145276154762 0.029267145150145613 -0.018916987245793264 0.030818822032780673 0.055385949851960506 0.046360304774522486 -0.02585520118048848 0.021059487851645665 -0.014445118277012265 0.02175615612156127 0.036212437229429545 -0.0074833686894818369 -0.046156645107377534 -0.022997193799215814 -0.0050349994274490831 0.0015164892261300849 0.0032266579579546028 -0.0018808370167354336 -0.0017598280073817664 leaf_weight=850.3408294042456 11.125172517728062 91.747669688251335 1.7216306533664454 1.74803150538355 11.623107891762627 63.163092935865279 1.3323406281415366 0.52237673848867316 97.633111231960356 4.0382162453606716 1.6980037549510587 98.625609977170825 0.7344948558602481 0.6499157790094604 3.6947710304521024 0.45379230473190357 3.216654327698051 1.6454829126596449 2.1729018939658991 6.7686773565364993 10.240260509308429 1.751531328074633 12.274659690621773 1.2218991485424329 5.0164883933030069 3.6927865145262331 104.43676118372241 10.895512954215521 127.44218659528997 8.0760978923062776 leaf_count=13688 207 2291 15 12 170 1233 27 7 1819 59 22 2040 27 10 59 15 39 21 51 185 164 27 294 43 123 95 2186 246 2620 142 internal_value=4.27594e-11 0.00199631 0.00129249 0.00422097 0.000425176 0.0047507 0.00369917 -0.000615139 -0.00124611 0.00322636 0.00258126 0.00303288 -0.0216576 0.00352847 0.0233789 -0.000529401 0.0011431 0.0219206 -0.00256544 0.000532938 0.00117136 0.00800942 -0.00202682 -0.0159099 -0.0118764 0.00157733 -6.20508e-05 -0.00553963 -0.00149626 -0.010514 internal_weight=1539.7 591.73 499.982 114.243 385.739 74.7862 112.521 310.953 947.974 110.773 106.735 105.037 2.06684 102.97 4.34469 310.431 170.431 4.86214 140 165.569 158.8 24.2665 14.0262 10.385 9.16307 4.14658 134.534 30.0968 129.615 19.2013 internal_count=27937 12430 10139 2271 7868 1403 2256 6465 15507 2244 2185 2163 54 2109 69 6458 3511 60 2947 3451 3266 485 321 276 233 110 2781 595 2671 349 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=0 1 4 4 1 4 6 5 0 6 0 0 6 0 7 4 4 7 7 8 0 4 6 0 8 4 4 4 6 6 split_gain=4.35865 1.72925 1.69652 3.24077 1.61108 1.33255 1.32451 1.34389 1.24044 1.40314 1.28823 2.35941 2.87084 2.04573 1.79977 1.71778 1.57885 1.48763 1.42558 2.22042 1.19781 2.68236 4.08207 1.9756 1.71455 1.39207 1.65405 2.29936 1.71256 1.22103 threshold=0.30130723118782049 1.0000000180025095e-35 5.4875707448963515 5.6369180942768997 1.0000000180025095e-35 7.523290384156204 0.62243640422821056 8.1967509811877814 0.36054804921150213 0.7336263656616212 0.3251031786203385 0.32026907801628118 1.0000000180025095e-35 0.32745061814785009 0.15701697766780856 7.1113841531889435 7.3691543947335907 0.1779703572392464 0.2075455114245415 0.46428571428571436 0.33509652316570288 7.4970823290490189 0.03775372542440892 0.35770738124847418 0.73214285714285732 7.8594696930916443 11.371636715142673 10.831610529717873 0.2275723069906235 0.32776552438735967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -2 -4 8 -6 7 -1 9 10 11 17 -13 14 -12 -14 -16 -5 -19 -20 24 22 -22 25 -15 -23 27 29 -28 -27 right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 13 12 15 20 16 -17 -18 18 19 -21 21 23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.0018285405088554363 0.00070485339660030161 0.0024404729068625061 0.036050947733927863 -0.0038489664719615975 0.017561802172829401 0.0055068337623548789 0.0036298713337458498 0.027897805160032377 0.0055688486732010708 0.041309679347952294 -0.036507582147849084 -0.019510083962077297 0.032254479108405128 0.0088714596474959943 -0.019524196456540299 0.0094551320707937717 0.039960085512288898 0.018971075662651767 -0.04102177627220565 0.0083027613252915147 0.011761526838855068 0.038680244716072815 -0.02129287196494364 -0.02508054602270985 -0.038841092964051159 -0.0071618490014278063 0.028796033693299139 -0.040169122337879594 -0.00019156972123919952 0.014775734324504689 leaf_weight=882.43178800748501 273.61734466068447 110.29614105695509 2.8409913329523979 27.16826099017635 12.356939119810702 24.846696896012872 42.658418016711948 1.3708783015608776 77.99014848418301 0.75743253715336223 2.872535473201423 1.9438890220335441 5.4399648248217982 13.264977498445656 1.0990016913274301 6.5615420120302588 0.63282606191933144 6.0369103117845935 1.0715079130604861 3.5189407794096041 4.5665237329667461 1.1239902721718014 12.753249606001189 1.9949727799976233 0.7143432443263017 5.4794518458656984 3.9157861699350169 1.3297185329720367 3.450659840949811 3.9149268756154925 leaf_count=14389 5707 2168 134 559 304 497 920 10 1541 24 60 45 70 286 25 99 9 92 26 121 98 18 307 48 15 124 56 22 65 98 internal_value=-3.37417e-11 -0.00111048 0.00229679 0.00421021 0.00380782 0.00951081 -0.00153322 -0.00178243 0.00267685 0.000619149 0.000336014 0.00376484 0.0143114 -0.0027703 -0.0219441 0.0197895 0.00221192 -0.000126503 0.00938977 -0.00321063 -0.001089 -0.00381828 -0.0125778 0.00333476 0.00643335 0.00628501 0.00427225 -0.00324603 0.0152174 0.00198022 internal_weight=1538.02 1036.76 501.264 227.646 224.805 37.2036 926.461 883.803 187.602 109.611 108.854 51.741 13.9454 57.113 4.60436 12.0015 1.73183 37.7956 10.6274 4.59045 52.5086 38.5293 17.3198 21.2095 13.9793 19.2145 18.0905 10.7241 7.36645 9.39438 internal_count=27937 17487 10450 4743 4609 801 15319 14399 3808 2267 2243 1012 214 1231 94 169 34 798 239 147 1137 836 405 431 301 383 365 244 121 222 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 8 6 6 7 7 7 6 4 4 6 6 0 3 6 0 0 0 7 6 7 0 0 7 0 0 0 6 4 0 split_gain=4.25701 2.59485 1.81198 3.18257 3.40032 2.37159 4.01385 2.09752 1.91106 2.47192 1.86069 1.84989 4.2669 2.94689 1.98408 3.22654 2.44331 5.32743 2.737 1.82459 2.77097 1.76476 3.9702 1.73666 6.4667 1.68696 1.99655 1.55502 2.7565 2.23144 threshold=0.35670730471611029 0.2678571428571429 0.0966337025165558 0.18327824026346209 0.097242176532745375 0.19918300211429599 0.19991645216941836 0.091644059866666808 7.5483082410249738 7.4268715355601502 0.17828142642974856 0.16328235715627673 0.23882584273815158 1.0000000180025095e-35 0.15642168372869494 0.1456677243113518 0.16054411977529529 0.18261330574750903 0.066402930766344084 0.18576741218566897 0.093041922897100462 0.21475280076265338 0.20399547368288043 0.21549376845359805 0.25416126847267156 0.25105556845664984 0.26781275868415838 0.51203331351280224 8.0764727197248813 0.33261813223361975 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -1 -7 23 9 19 11 14 -13 -14 16 -16 -4 -18 25 20 -5 22 -22 24 -8 -19 -27 28 -10 -30 right_child=-2 -3 3 8 -6 6 7 -9 27 -11 -12 12 13 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0057271654861598452 0.0043923247664255476 0.001709457621238072 0.037747788958897202 0.018391794335764312 0.00058782992820848295 0.038156356869646968 -0.024705318575206022 -0.032394341568974562 0.020728275686666818 -0.042884295189045775 0.032988680134544417 -0.03114334484894089 0.045159406777010191 -0.012672410184979643 -0.043678411426448606 0.048762464337737149 -0.027498712925553184 -0.021124097696813584 0.018595787394850974 -0.0017130328491888789 -0.039004127303956242 -0.046245648751795397 0.041589441269206898 0.0033117447730969273 0.040060306315757528 0.045957533320618457 -0.0024941195138448629 0.024856784818530216 -0.021191458544812154 0.027073413822115262 leaf_weight=153.93234700022731 175.85263606999069 338.28322941406077 2.4615632221102741 1.462271274998783 149.27720325779956 2.5649009738117448 6.8062996517401171 1.7682530935853709 4.2861625552177411 1.3262440925464023 3.0104353018105021 3.1414666175842276 1.6967360549606383 1.4888304760679603 0.39619100838899557 2.3884335942566395 3.5926209322642562 2.9278137162327793 16.243480121367611 599.76021090406721 1.5419812733307483 2.5090784610947594 0.85522617399692524 42.665732742480031 1.7427890505641697 0.98210488818585862 3.4693988615181297 4.0847293515689662 4.302043829113245 1.0781775321811435 leaf_count=2550 3520 7159 31 20 2120 20 92 26 56 28 27 27 37 21 3 64 38 40 209 10784 20 31 8 737 27 20 69 52 89 12 internal_value=-3.42483e-12 -0.000567923 -0.00132191 -0.000680349 0.00270553 -0.00380965 0.00150408 -0.000270247 -0.00172181 -0.00197216 0.0102685 0.00850514 -0.0063346 0.0181307 0.0113975 0.0356102 0.00912563 0.00653683 0.011713 -0.00188264 -0.0178558 -0.028659 -0.0102516 0.000838876 -0.0115024 -0.00343736 0.00819544 0.00933752 0.00277954 -0.0115193 internal_weight=1535.9 1360.05 1021.76 812.282 191.076 209.48 55.548 52.9831 621.206 607.455 41.7991 38.7886 6.32703 3.18557 32.4616 2.78462 29.677 27.2154 23.6228 606.129 6.36856 4.90629 2.39721 51.2148 8.54909 7.37932 4.4515 13.7511 9.66638 5.38022 internal_count=27937 24417 17258 13806 2706 3452 902 882 11100 10891 586 559 85 58 474 67 407 376 338 10863 79 59 28 856 119 129 89 209 157 101 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=0 1 4 4 1 4 6 0 6 0 5 0 8 0 6 4 0 6 6 0 0 0 6 6 6 7 7 6 6 4 split_gain=4.18678 1.69129 1.68552 2.79172 1.60288 1.30839 1.25116 1.90974 1.62983 1.97245 1.15229 1.11408 1.08361 1.04189 2.26317 1.40969 1.34535 1.9345 1.74784 2.44804 1.97905 1.84926 1.78865 1.62841 2.52189 1.85592 1.66061 1.53283 1.71928 1.52409 threshold=0.30130723118782049 1.0000000180025095e-35 5.4875707448963515 5.6369180942768997 1.0000000180025095e-35 7.523290384156204 0.54385313391685497 0.29904408752918249 0.53924754261970531 0.21475280076265338 6.3985309064871325 0.42733119428157812 0.81666666666666676 0.33593283593654638 -1.0000000180025095e-35 5.3037042628329463 0.30878405272960668 0.5158887803554536 0.52566951513290416 0.323240876197815 0.32911738753318792 0.31568284332752233 0.55165287852287304 0.46138942241668707 0.45203080773353582 0.14572434127330783 0.21792446821928027 0.10812821984291078 0.21398246288299563 3.9202506093377818 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 13 -4 10 -6 8 -8 -1 -10 12 -7 -5 15 -15 16 23 -18 -19 21 -21 -20 -22 24 27 -25 -27 -2 -29 -23 right_child=2 -3 3 4 5 11 7 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 19 20 22 29 -24 25 -26 26 -28 28 -30 -31 leaf_value=-0.0017716421073752286 -0.0073699190357700388 0.0024254334438971155 0.034614271257020317 0.0018188836990742556 0.01748109672010871 0.0042747825742432775 0.0013047086778071844 0.031016179985701095 -0.036309737841393228 0.016254682110089829 0.016317364435443925 0.037864256992338544 0.014467952885733109 0.040315068061002095 0.0021666146673403478 -0.018267517868564925 -0.0044105353854677455 0.043315847030143372 0.0089486749212010375 0.026736923993363627 0.027113950639613679 -0.029351542732498466 -0.011697521835926249 0.011157487382915112 0.043098662689372326 -0.042024446356931817 -0.0014734659796022424 0.022592220525352202 0.0038329657719444834 0.034064908608506243 leaf_weight=836.83166437798354 6.9445309438742759 109.99626621659263 2.6801616263692258 173.63971452001715 12.346279598772524 23.848677424713973 79.946868376122438 1.9956097588874389 2.486777992919087 0.86630804277956475 5.4079629695042959 0.92309400904923578 6.3171218113566274 1.4145820037228976 132.20698164985515 4.1916191391646853 80.846226801833836 1.0902724340558076 2.7245881314156604 5.0344399129971844 1.5379229690879581 3.5377507691737269 3.5025597012136132 2.2665341597748911 1.6477009393274773 1.9776346501894297 1.6818041708320377 5.9497348216827985 16.848564292769879 0.37746692588552822 leaf_count=13590 141 2168 134 3407 304 477 1634 31 41 23 103 20 298 20 2693 72 1839 17 95 91 13 87 78 50 10 55 40 112 272 22 internal_value=1.25823e-11 -0.00109075 0.00225634 0.00417905 0.00381241 0.00950283 -0.00151018 0.0020283 -0.00185528 -0.0227291 0.00267295 0.00552646 0.00226291 0.000675059 0.00257047 -0.00113194 -0.000603686 -0.00243904 0.00651282 0.00411222 0.0134327 -0.0100302 0.000144411 0.00424832 0.00697123 -0.0101752 -0.023388 0.00496984 0.00872862 -0.0232375 internal_weight=1531.07 1032.12 498.944 225.163 222.483 37.1181 922.127 81.9425 840.185 3.35309 185.365 24.7718 179.957 273.781 133.622 140.159 135.968 98.6512 17.805 16.7147 10.0749 6.63981 5.04048 37.3165 31.3905 5.92597 3.65944 29.7428 22.7983 3.91522 internal_count=27937 17487 10450 4743 4609 801 15319 1665 13654 64 3808 497 3705 5707 2713 2994 2922 2242 403 386 182 204 91 680 535 145 95 525 384 109 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=0 1 4 4 1 4 6 5 6 0 6 7 0 3 0 0 0 5 0 0 6 0 6 6 0 7 6 6 6 7 split_gain=4.15703 1.67477 1.63133 2.69562 1.53351 1.20704 1.15228 1.2568 1.12988 1.20596 1.78785 1.8436 2.0218 1.59345 1.52073 1.21342 1.11852 1.09795 1.05045 0.998021 1.9842 1.3556 2.05083 1.77695 1.72841 3.28269 3.0723 2.9165 1.78487 1.70257 threshold=0.30130723118782049 1.0000000180025095e-35 5.4875707448963515 5.6369180942768997 1.0000000180025095e-35 7.523290384156204 0.62243640422821056 8.1967509811877814 0.62636050581932079 0.2200538516044617 0.64462941884994518 0.24732893705368045 0.11917395517230035 1.0000000180025095e-35 0.22607677429914477 0.11235823109745981 0.12762274593114856 6.3985309064871325 0.42733119428157812 0.33593283593654638 -1.0000000180025095e-35 0.30803693830966955 0.5158887803554536 0.46138942241668707 0.3050724864006043 0.18550211936235431 0.33677765727043157 0.0063455922063440093 0.3802133202552796 0.16252005100250247 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 19 -4 17 -6 7 -1 -8 10 11 12 -10 -12 -11 -15 -14 -5 -7 21 -21 23 29 24 25 28 -27 -26 -2 -23 right_child=2 -3 3 4 5 18 8 -9 9 14 13 -13 16 15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.0017812934147375143 -0.012948467964265674 0.0024134023330200844 0.034163120830414222 0.0022744798221332849 0.017075969863730105 0.0043545730875860595 0.026775126048067477 0.027125061744846204 0.043081367576148298 0.04613108591637257 -7.9694148672813291e-05 -0.024855750277253688 -0.030831827171927173 -0.052743152028546673 0.0065764769841700679 -0.014633587152845648 0.0095883597724048478 0.016038948118120216 0.037590095101229945 0.039169235044263652 0.0021737136535352154 -0.00097467013379568587 0.0063236695507891162 -0.010996656719038395 -0.023238505707461124 0.031103664193586053 -0.018417994654589979 0.021438394445232281 0.022350382030544132 -0.0095350846311563695 leaf_weight=877.61938234015906 10.031833729823125 109.9733378316887 2.6604587599285869 179.98233825650823 12.230609938385895 23.789924198761586 1.7715645752614353 1.3557945601642121 1.6030695140361801 0.93217898346483608 8.6343286947812867 1.3695953451097 0.6748046651482581 0.87531624175608058 14.208220790489575 5.3350308202207088 7.0892161483643577 5.3712771784048519 0.88782097212970157 1.3177430179202918 132.38034923707892 46.729648642212851 18.090681490430143 5.9482873114175154 1.5051057792152267 4.5629533375613383 1.4975396431982515 10.41360757104121 1.4793353485874821 37.844363141222857 leaf_count=14389 182 2168 134 3705 304 477 18 10 3 23 138 11 3 5 368 253 98 103 20 20 2693 1154 417 139 28 49 16 192 32 785 internal_value=2.39756e-11 -0.00108583 0.00225472 0.00414464 0.00378532 0.00936963 -0.00150345 -0.00173671 0.00332145 0.00230111 -0.00167063 0.00765493 0.0124084 -0.00841552 0.00901181 -0.0200049 0.00607527 0.00267335 0.00555027 0.000690759 0.00253835 -0.00109789 -0.00284417 0.00396101 0.00697802 0.000996475 0.0188669 0.0157966 -0.00841211 -0.0048052 internal_weight=1528.17 1031.44 496.724 224.922 222.262 36.9084 921.469 878.975 42.4933 40.7218 25.5814 10.7367 9.36709 14.8447 15.1404 6.21035 7.76402 185.354 24.6777 271.801 133.698 138.103 102.665 35.4387 29.4904 17.5717 6.06049 11.9187 11.5112 84.574 internal_count=27937 17487 10450 4743 4609 801 15319 14399 920 902 511 115 104 396 391 258 101 3808 497 5707 2713 2994 2356 638 499 279 65 220 214 1939 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=0 1 4 4 0 7 0 6 6 6 5 4 2 6 6 4 6 5 5 6 4 7 7 4 5 4 4 0 0 0 split_gain=4.07752 2.58992 1.57571 1.58476 1.41888 2.75438 1.47169 1.63894 1.71469 1.62508 1.44755 1.22825 1.18658 1.77434 1.12333 1.20043 1.58897 1.32198 1.18862 1.18339 1.10973 1.07857 1.06505 1.04781 2.44612 2.32441 1.39326 1.49017 1.8906 2.30091 threshold=0.35670730471611029 1.0000000180025095e-35 6.9650139762674206 6.9845507850985964 0.35300642251968389 0.18550211936235431 0.35177671909332281 0.45203080773353582 0.37463483214378362 0.20087321102619174 8.1967509811877814 5.3037042628329463 1.0000000180025095e-35 0.38737140595912939 0.5158887803554536 7.8594696930916443 0.43098473548889166 4.4029920666195652 4.9330445580954017 0.5462741255760194 7.8095146949747472 0.24028581380844119 0.25011394917964941 6.5250499573333594 4.3805283958209396 6.373306629157784 6.6299929932292576 0.27153123915195471 0.19692191481590274 0.17206241190433505 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 6 -6 10 8 9 -8 12 -7 23 -14 15 17 -17 20 -19 -16 -3 -4 -2 25 26 -1 -25 28 29 -28 right_child=22 14 3 -5 5 11 7 -9 -10 -11 -12 -13 13 -15 19 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0015612646682680083 0.0041621213446753728 0.0020345058928767264 0.023068925276714534 0.0013743587945475044 -0.028115700392350704 0.018336677171368734 -0.010232993943271651 0.037082954081824319 -0.039679272842905663 0.054295590379019022 0.017089656679684116 -0.022653278457523573 0.0019562280517593385 0.028855923629625899 0.035212486683895899 0.012959526058807258 -0.026228562338001558 -0.04141551618668754 0.013299129496642062 0.0077639971929300026 -0.042862911440417498 -0.011159836896504308 0.042880710792637923 -0.020977434737785128 -0.056853431291326591 0.015769848302077259 0.010501218337932779 -0.010732192902208082 0.019026349608152665 -0.046949668241810787 leaf_weight=1004.0360742873854 174.70904732460622 135.51740136253648 4.9077549576759329 121.24046529579209 4.9066814958350715 2.42849551467225 0.81536370120011203 1.8945007738657293 0.70159926265478123 0.61707492591813207 3.7999101051827884 0.90239455690607417 11.347559979651122 2.7397503658430642 1.8117976328358034 14.285744329681616 0.99614973319694478 1.1780844647437323 0.51291293650865544 6.432450240914477 0.49728631321340699 0.99681098829023529 0.6417503209086125 4.3948337864130798 0.891697708517312 7.0133593141799784 1.5533763607963913 8.1087684636004251 4.8093359609920299 1.0525142974220214 leaf_count=17135 3499 2874 49 2435 107 56 21 19 9 8 75 28 287 137 39 302 18 35 41 158 26 31 21 111 12 131 23 146 92 12 internal_value=-1.64282e-11 -0.00055886 -0.00104263 0.00211349 -0.00142048 -0.0138228 -0.00132353 0.0167742 -0.00125495 0.017565 -0.00139299 0.0072318 -0.00146013 0.00718778 0.00300917 0.00242788 0.0104051 0.00154261 -0.0248195 0.0137962 0.00187036 0.0172904 0.00430382 -0.0015782 -0.0082416 -0.00144104 -0.00606541 -0.00184383 0.00787586 -0.0127031 internal_weight=1525.74 1350.39 1189.16 127.145 1062.01 8.23757 1053.78 4.02854 2.13404 1.43244 1049.75 3.33089 1045.95 14.0873 161.232 152.988 15.2819 137.706 1.691 8.24425 136.015 5.90457 175.351 1031.86 20.8105 1011.05 19.9188 15.524 7.41523 2.60589 internal_count=27937 24417 20924 2515 18409 191 18218 57 38 29 18161 84 18086 424 3493 3296 320 2976 76 197 2900 80 3520 17662 396 17266 384 273 127 35 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=0 4 1 0 0 6 6 7 4 4 7 0 7 0 7 6 7 6 0 0 0 4 4 0 0 0 7 7 6 0 split_gain=3.95733 2.02697 1.41277 1.5577 2.24958 1.28739 1.49804 3.95466 2.94708 4.72445 4.73352 2.34397 1.95726 1.86927 1.46122 2.15951 3.18157 2.72348 1.48021 2.20482 1.45063 2.10781 2.22158 2.22034 3.89408 1.59619 1.51512 1.47868 1.54329 1.7646 threshold=0.27846254408359533 6.2808025007133494 1.0000000180025095e-35 0.27522246539592748 0.27440419793128973 -0.056451981887221329 0.064812205731868758 0.17059896886348727 5.444122169502335 3.3690377498030597 0.17849697172641757 0.26868095993995672 0.21651981025934222 0.12762274593114856 0.056878017261624343 0.15397283434867862 0.044574156403541572 0.28611104190349584 0.22922080755233767 0.25105556845664984 0.27153123915195471 6.6299929932292576 8.1524438557327006 0.25960800051689154 0.26626858115196234 0.25557936728000646 0.062790244817733779 0.091347284615039839 0.025119324214756492 0.17729417234659198 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 -4 -1 7 20 9 10 -9 -10 13 -12 15 16 -8 -17 -18 -20 21 23 25 27 26 -23 -25 28 29 -7 right_child=1 -3 3 -5 -6 6 14 8 11 -11 12 -13 -14 -15 -16 17 18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.019314218162245912 0.00061407681468522398 0.0042068391166018189 0.0021250353179808035 -0.021460882405564152 0.032053704668565615 -0.058102632470149219 -0.030927336963467566 0.045363463485666618 0.035101195753109007 -0.048989955806709874 0.0093522504555523019 -0.02361079458835684 0.0024363584107813968 -0.017972865753278611 -0.0013650118340385268 0.050295998354562332 0.05778463884115078 -0.00061698389951401252 -0.030027375388803772 0.053472932009873859 -0.023517104998324059 0.036725797001924639 -0.011783452440997299 -0.021625898370025022 -0.018235025400521278 -0.0019661181170336113 0.036496047339482786 -0.016362021465886945 0.0031977106962769002 -0.01028520944460532 leaf_weight=2.6139328861609092 429.50007072466542 210.64256670314353 85.215109703014605 2.4239900924731037 2.3219004061538717 0.78745456598698993 1.9554061144590369 2.0558143635280421 3.5453391271294086 1.777085409616119 2.9646021947264662 0.73966197750996787 35.746819735693862 9.3889538391958904 660.32086435584279 2.1343060474609961 0.71200717054307472 1.697830614633858 0.71753175184130646 0.47169755166396499 6.2348031743895254 2.4664099947549394 3.204137247055769 0.46887498348951284 3.0846190513111651 1.570698346942663 2.9019440822303295 31.59173781867139 8.8108502109535021 5.8883640952408314 leaf_count=37 9430 4320 1558 68 18 6 27 38 79 40 11 24 566 150 10443 40 4 42 11 15 91 40 54 8 51 19 64 491 119 73 internal_value=-2.59577e-11 0.0017963 -0.00130105 0.00226198 0.00291889 -0.00170482 -0.00177426 -0.00481351 0.00105397 -0.000919047 0.000784155 0.0249665 -0.00112117 -0.0114154 -0.00121361 0.0117892 -0.00405922 0.027739 0.0235744 0.0030923 -0.00973606 -0.00832229 0.00686856 -0.0103771 0.00612221 0.0216721 0.0284114 -0.0126395 -0.00504574 -0.0159256 internal_weight=1523.96 640.143 883.813 89.961 87.537 793.852 791.238 123.228 56.2183 51.9333 50.1562 4.285 48.1004 12.3536 668.01 7.68878 3.85664 3.83214 1.90124 1.18923 67.0099 60.7751 7.24125 53.5338 6.45544 4.03711 3.37082 47.0784 15.4867 6.67582 internal_count=27937 13750 14187 1644 1576 12543 12506 1924 908 805 765 103 727 161 10582 139 57 82 30 26 1016 925 113 812 123 59 72 689 198 79 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=0 4 1 6 2 5 4 5 7 0 0 0 7 0 6 0 4 4 6 7 3 6 7 4 4 7 0 7 0 7 split_gain=4.06055 1.72787 1.41138 1.2527 1.21942 1.20635 1.93324 1.55316 1.24648 1.16664 2.69334 1.14755 2.06281 3.8152 3.18186 3.2793 3.70707 3.7657 2.36667 1.10738 1.07199 1.02416 4.1889 2.63048 3.93639 4.41428 1.9753 1.9187 1.93515 1.40328 threshold=0.27846254408359533 6.2808025007133494 1.0000000180025095e-35 -0.056451981887221329 1.0000000180025095e-35 6.9240744798897653 2.5403740476076084 6.8167460111713192 0.16560484468936923 0.27522246539592748 0.27440419793128973 0.25786741077899938 0.1297457963228226 0.25960800051689154 0.17828142642974856 0.26542399823665624 3.9656878418369055 5.8397386857376938 0.19080440700054171 0.17909063398838046 1.0000000180025095e-35 0.064812205731868758 0.17059896886348727 5.444122169502335 3.3690377498030597 0.18032167851924899 0.26868095993995672 0.21651981025934222 0.12762274593114856 0.056878017261624343 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 -1 5 7 8 -2 -7 10 11 -4 13 -13 19 -16 -17 -18 20 -14 -15 22 -5 24 25 -24 -25 28 -27 -23 right_child=1 -3 9 21 -6 6 -8 -9 -10 -11 -12 12 14 18 15 16 17 -19 -20 -21 -22 29 23 26 -26 27 -28 -29 -30 -31 leaf_value=0.019379539021024943 0.00055145549106480943 0.0040436562082110834 0.0036494687202539918 -0.0095210315417925892 0.032294742394650543 0.031220101186900644 0.038205853076993632 -0.038314748121483673 -0.010273341845002698 -0.018992051906128883 0.032908548732553271 -0.043454526630719657 -0.040947851732677364 0.038692038090206382 0.036965252210464927 -0.038948506960810578 0.052900058798318904 -0.026197506062777216 -0.007957781126764674 -0.0035198172104147054 -0.0043782566400161907 0.011496899679039326 0.040518008538431641 0.034249494506870586 -0.047014798225377054 0.0099921398503645242 -0.019712457678073985 0.0026978719020931217 -0.018252211096368515 -0.0014823540111569349 leaf_weight=2.5224147369153789 421.56421718823549 210.66487396304728 67.384319524629973 64.940912288962863 1.0984114123275492 0.88982926169410292 1.9931620557326821 0.92740330472588439 2.4335635332390666 2.269635983509942 2.5935906050726762 1.1085442807525421 3.4182497040601429 3.1351896858541299 1.6272639483213422 2.3363530123606324 1.1452704505063596 1.0278842523694036 2.1429408099502325 0.89844773896038521 0.62352514918893565 7.5833250654395661 2.455681853927671 3.4200372555060303 1.5655791623285029 2.9005856700241557 0.74318934435723338 36.150850010901195 8.8272771427873504 658.36713847207284 leaf_count=37 9200 4320 1193 1016 85 20 41 15 69 68 18 17 68 77 26 44 8 20 71 10 24 139 41 79 40 10 24 566 148 10443 internal_value=2.147e-11 0.00181872 -0.00132304 -0.00172823 0.000725901 0.000644847 0.0148461 0.000466141 0.000836413 0.0022427 0.00279387 0.00187334 -0.00497995 0.00761071 -0.0134234 0.000458161 -0.0127155 0.0154876 0.0172026 -0.0331578 0.0315472 -0.00179588 -0.00433481 0.00167266 -0.000167822 0.00128929 0.0246166 -0.000722741 -0.0112667 -0.00133456 internal_weight=1518.76 639.571 879.188 789.477 428.907 427.808 5.31655 422.492 3.32339 89.7112 87.4416 84.848 17.4637 7.0102 10.4535 6.13677 4.50951 2.17315 5.90166 4.3167 3.75871 786.955 121.004 56.0632 51.9 50.3344 4.16323 47.8787 11.7279 665.95 internal_count=27937 13750 14187 12543 9430 9345 130 9215 89 1644 1576 1558 365 189 176 98 72 28 172 78 101 12506 1924 908 805 765 103 724 158 10582 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=0 4 1 5 4 5 7 2 0 0 0 8 0 4 4 7 7 7 4 6 5 7 7 0 0 7 8 5 1 0 split_gain=3.87391 1.68118 1.31699 1.17499 1.70878 1.25403 1.18449 1.12223 1.05307 2.08065 1.00019 1.26699 1.15026 2.33988 1.91996 1.72769 2.41098 1.59885 1.42905 1.01541 0.98892 0.976576 2.50753 2.89864 1.37172 1.55143 1.12038 1.1526 1.47887 1.12867 threshold=0.27846254408359533 6.2808025007133494 1.0000000180025095e-35 6.9240744798897653 2.5403740476076084 6.8167460111713192 0.16468134522438052 1.0000000180025095e-35 0.27522246539592748 0.27440419793128973 0.34393528103828436 0.63333333333333341 0.2814635187387467 6.1161920809740193 4.5517906095566554 0.2631687074899674 0.16252005100250247 0.14572434127330783 4.2186248773804307 -1.0000000180025095e-35 4.4361744411599062 0.11211706697940828 0.11799752339720727 0.39818213880062109 0.43724593520164495 0.17132436484098437 0.73214285714285732 1.0000000180025095e-35 1.0000000180025095e-35 0.30803693830966955 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -5 10 9 -4 12 19 13 14 15 16 17 -2 -18 -12 21 -3 23 -23 26 -26 29 28 -28 -24 right_child=1 20 8 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0016857874050409988 0.0069680064328137246 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0.75693211844190944 129.43466273201921 10.355668194126336 3.9206060433061785 28.117622106801718 0.95729875471442927 2.4248182978481037 5.9706054050475359 8.2135465641040319 2.5847987169399849 1.8504127035848803 101.68082060746383 leaf_count=12543 142 1171 1558 16 41 15 73 85 68 18 22 45 6168 13 33 17 86 28 10 2636 227 105 568 11 44 86 281 72 66 1689 internal_value=-4.42991e-11 0.00177602 -0.00129568 0.000697212 0.0148118 0.000522353 0.00162421 0.000597171 0.00217265 0.00269632 0.000520221 0.00268905 -0.000464946 0.00710223 0.0100127 0.00642418 0.00396354 0.0132599 -0.0133402 0.00291146 0.00397057 0.00350314 0.00462366 0.0257935 0.00393908 0.0157232 0.00324456 0.0117675 0.016357 0.00241401 internal_weight=1515.12 639.097 876.026 428.47 5.24314 423.226 3.29153 422.34 88.5711 86.358 421.297 131.594 289.703 17.0169 15.9267 14.2369 13.4891 8.77486 4.71426 130.847 210.628 200.272 155.721 4.8779 150.843 8.39542 142.447 12.6488 10.064 129.798 internal_count=27937 13750 14187 9430 130 9300 89 9285 1644 1576 9200 2703 6497 329 316 283 266 170 96 2658 4320 4093 2922 116 2806 130 2676 419 347 2257 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=0 1 0 7 7 0 6 0 0 6 7 0 4 1 4 7 6 0 8 0 6 6 7 4 0 0 6 6 0 7 split_gain=3.78777 1.62707 1.64303 1.61214 2.94769 1.55539 1.66334 1.37335 1.62517 1.32278 1.51005 1.57542 1.99179 1.29848 1.2612 1.45881 1.41434 2.19197 2.0049 1.87422 1.39799 2.68236 1.28363 1.36877 1.64658 1.96359 1.2508 1.20489 1.19674 1.71696 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.1650124937295914 0.18472351133823398 0.28371055424213415 0.19270981848239901 0.28438821434974676 0.28601711988449102 0.25355765223503118 0.097242176532745375 0.36913928389549261 9.3933610335468511 1.0000000180025095e-35 6.2808025007133494 0.13931881636381152 0.025119324214756492 0.2893019318580628 0.41428571428571431 0.392559364438057 0.53924754261970531 0.55165287852287304 0.14015202969312671 6.2102312547634524 0.29826995730400091 0.31192713975906378 -0.018124056048691269 -1.0000000180025095e-35 0.38338243961334234 0.11696396395564081 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 -2 -5 6 -4 -7 27 10 -3 12 26 -1 20 16 18 -18 -16 -20 22 -22 23 -10 -25 -26 -12 -9 -19 -30 right_child=1 9 5 4 -6 7 -8 8 14 -11 11 -13 -14 -15 15 -17 17 28 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.0016679369890058549 0.016413713065598325 -0.014552118974506385 0.003656450452114433 -0.028775133085017134 0.011960424227961054 0.017573935718909348 -0.018233413165784515 0.058147301846369126 0.0011276777132110871 0.0086639536241324734 0.034983796073433986 0.01903686762145888 0.031928486876819463 0.0021666351449232128 -0.026645636364814585 0.0056184202956661112 0.031690062921299632 -0.0018394814712084507 0.010814203446201081 -0.036494249943088058 0.020649388206523026 0.0017662074842109859 -0.0025734059577540071 0.063330162289493772 -0.02225199946905956 0.039736208570298297 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0.00111633 0.00327008 -0.000140291 0.00158 -0.0112085 0.00178933 5.52629e-05 0.00408231 -0.000883662 0.00165001 0.0234954 0.00873933 -0.000385531 -0.0135391 0.000447621 0.00889301 internal_weight=1512.4 637 540.409 19.3129 7.22659 521.096 13.0017 508.094 503.601 96.5912 45.5666 40.908 35.7867 875.405 496.696 163.937 66.852 57.8591 8.99284 4.88214 332.759 62.9152 269.843 107.962 2.52111 1.83965 33.9786 6.90463 55.762 11.8829 internal_count=27937 13750 11284 374 142 10910 295 10615 10519 2466 1081 842 770 14187 10330 3302 1537 1300 237 142 7028 1244 5784 2414 53 38 702 189 1273 280 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=0 1 0 0 7 7 7 7 0 1 3 2 0 6 0 0 4 6 6 7 6 0 4 5 6 4 0 8 4 6 split_gain=3.87613 1.51123 1.67863 1.4699 1.42533 2.27062 1.61844 1.51364 1.3677 1.33018 1.30772 1.20722 1.20222 1.63868 1.57854 1.32797 1.17936 1.21074 1.14254 1.54222 1.63258 1.61221 1.31746 1.08848 1.06895 0.96506 0.9639 1.04261 0.962825 0.951642 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.36328005790710455 0.1650124937295914 0.18472351133823398 0.14572434127330783 0.14089384675025943 0.36204144358634954 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.28371055424213415 0.19270981848239901 0.28438821434974676 0.28601711988449102 18.230563520264287 -1.0000000180025095e-35 0.25355765223503118 0.097242176532745375 -0.018124056048691269 0.36913928389549261 9.3933610335468511 4.4361744411599062 -1.0000000180025095e-35 13.170563767650657 0.43724593520164495 0.58571428571428574 6.8395541436755876 0.62243640422821056 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 8 6 -6 7 10 11 29 -2 12 13 24 28 16 17 -16 19 -3 -21 22 -22 -15 -4 -20 27 -23 -14 -1 right_child=1 18 3 -5 5 -7 -8 -9 -10 -11 -12 -13 14 23 15 -17 -18 -19 25 20 21 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.001925003390460448 0.01749915708704523 -0.014651191142079734 -0.038712320490406418 0.0035981661467025085 -0.026718369869412166 0.010194418682585636 0.033898241030846862 -0.042578272430206669 -0.017955837686978005 0.0021943522523550341 -0.012385100502228243 0.034642728493030989 0.022723364277448019 -0.021269646044598935 0.05692600577864005 0.00034446434785505406 0.041215570927590144 -0.018662086131542861 0.0077172987960804221 0.039208238860735149 -0.00098069490774160459 0.032422560266977887 0.027609344700302262 0.025948110745690294 0.0080980124837926465 0.036368531770581261 -0.0042753880461401115 -0.0099895154616373143 -0.022129510390230502 0.0029050831084719664 leaf_weight=747.69479958956072 7.425822991412133 4.6178469335718537 0.48402852006256569 130.09803265420487 2.1595624368637791 4.9092326037352905 3.2736526780063278 0.47811309993267137 3.8164904708974055 88.358308845141437 1.6022091927006838 0.90800825780024652 4.0379731424618504 6.8734462311840616 0.19696546951308835 361.09997737890808 0.33880063891410817 6.0108351705712257 49.907861990708625 1.129363202722742 32.907844285829924 3.2745174537412818 1.5174978629220266 0.46939999982714642 4.7249591101426613 1.0809763018041838 1.2875632066279648 0.62051243614405382 0.48216744081582863 38.607465741311898 leaf_count=11723 147 239 6 2467 34 108 50 12 91 1644 23 81 80 177 8 7694 1 180 1360 27 680 49 63 10 99 25 7 16 16 820 internal_value=2.94397e-12 0.00178261 0.00116444 0.000837325 0.00972677 -0.00108268 0.0157057 0.00944072 -8.49658e-05 -0.00129567 0.0121956 9.18996e-05 1.03532e-05 -0.00912144 0.000318335 0.000101695 -0.0132891 -0.0162638 0.0052435 0.00177957 0.00364211 0.00262799 0.000279578 -0.0182512 0.00374831 0.00832471 0.0182273 0.0256659 0.0179389 -0.00168785 internal_weight=1510.39 635.734 539.39 519.541 19.8486 7.0688 12.7798 9.50615 389.443 874.661 9.02803 385.627 384.719 12.5518 372.167 367.647 6.5466 6.2078 96.344 45.3551 40.7373 39.6079 34.4253 7.34285 5.20899 50.9888 5.18259 3.89503 4.52014 786.302 internal_count=27937 13750 11284 10910 374 142 232 182 8443 14187 170 8352 8271 292 7979 7883 189 188 2466 1081 842 815 743 187 105 1385 72 65 96 12543 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 1 4 1 0 6 4 4 4 6 4 0 7 0 7 0 4 4 7 7 7 6 6 7 7 7 4 4 7 0 split_gain=3.82626 1.50709 1.30798 1.3065 1.28731 1.26137 1.44326 1.85695 2.31725 1.72373 1.67012 1.50635 1.35506 1.2495 1.64947 1.24391 1.1871 1.32398 1.13195 1.99299 1.56564 1.15023 1.52168 1.48338 1.11968 1.61785 1.17454 1.44106 1.33942 1.19864 threshold=0.27846254408359533 1.0000000180025095e-35 17.123868445595125 1.0000000180025095e-35 0.2814635187387467 0.53924754261970531 10.320545151749769 8.8116396437251385 8.3580325100788766 0.55165287852287304 14.521964308939257 0.29904408752918249 0.1779703572392464 0.37283328175544744 0.1829345375299454 0.40599067509174352 6.2102312547634524 16.223126738475681 0.1650124937295914 0.18472351133823398 0.14572434127330783 0.018345618620514873 0.078136764466762557 0.10070703178644182 0.18550211936235431 0.19046599417924884 6.5250499573333594 7.1541973415800237 0.12052744626998903 0.30365577340126043 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 18 16 7 8 9 11 12 -7 -8 14 -13 -15 -6 24 20 -20 21 -2 -23 -24 26 -26 29 28 -28 -18 right_child=1 -3 -4 -5 5 6 10 -9 -10 -11 -12 13 -14 15 -16 -17 17 -19 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0016753504999311346 0.032388465839280886 0.0052415334548988292 0.013386611119388356 0.0021736219217139479 -0.0011861700112895468 -0.020214233245400514 -0.049530223013831254 0.026939072896737512 -0.047992184082288739 0.0029552928168766119 0.0045519112420931056 0.0075161877784423615 -0.0015491969062277518 0.015059447743044201 0.039083442828837564 -0.052524270925928207 0.019705362644860256 -0.012536220022806809 -0.025775429988313482 0.0093287616588812947 0.032501692641003041 -0.029915171457851199 0.03389649401864691 0.00076693368595659038 0.030908429138797228 0.0054103280521169183 -0.027845031591239196 0.0014119800322981546 -0.0045962923064934913 0.0027067161136380192 leaf_weight=785.82556809067319 1.4512271732091919 95.822567819923279 7.7580522669013581 88.288690240704454 270.06534569369978 0.85697720278403533 1.372697887476533 3.2918690945953122 0.7655952530913045 71.688532965723425 2.5369024591054767 2.4200116619467735 0.86263845488429058 0.725904955063015 3.8754531249869615 0.37005133926868439 5.5563808488659587 5.3442529258318237 2.0697803804650894 4.9048567521385849 3.094818810641299 1.070888709509745 1.591638160869479 5.1589860417880118 2.3793770463671526 38.114932511336519 2.7055030924384473 73.506233477673959 12.697441646829246 11.379154566209762 leaf_count=12543 24 2466 126 1644 5884 22 21 69 9 1391 51 32 19 27 41 2 108 103 34 108 50 17 49 91 86 715 78 1679 218 230 internal_value=-7.57245e-12 0.00177543 0.00115765 -0.00128659 0.000978595 0.000690768 0.00394119 0.004853 0.00395211 0.00444961 -0.0121072 0.017437 -0.0310139 0.0218024 0.0269488 -0.0077603 6.64129e-06 0.00213039 0.00857547 -0.00108869 0.0140255 0.00785903 0.00330777 0.0085781 0.00266601 0.00690855 0.00104289 -0.000336373 -0.0086799 0.0082838 internal_weight=1507.55 633.438 537.616 874.114 529.857 510.515 88.7666 83.9944 80.7025 79.9369 4.77224 8.2484 2.23534 7.39142 6.29546 1.09596 421.749 151.683 19.3422 6.97464 12.3676 9.27274 7.82151 6.75062 146.339 40.4943 105.845 88.9092 15.4029 16.9355 internal_count=27937 13750 11284 14187 11158 10785 1684 1593 1524 1515 91 124 40 102 73 29 9101 3217 373 142 231 181 157 140 3114 801 2313 1975 296 338 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=0 1 0 0 1 7 7 7 7 7 7 2 5 0 4 0 8 0 6 6 4 7 7 5 4 4 0 6 4 6 split_gain=3.87406 1.51464 1.839 1.4064 1.30117 1.28097 1.52363 1.6128 1.44892 1.61095 1.83989 1.14143 1.11694 1.09455 1.36443 1.19887 2.03993 2.25065 1.33002 1.08653 1.78399 1.37717 1.42084 1.10095 1.10295 1.10549 1.07961 1.04144 1.00831 1.40078 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.36328005790710455 1.0000000180025095e-35 0.037543090060353286 0.056878017261624343 0.093041922897100462 0.1147204600274563 0.1650124937295914 0.18472351133823398 1.0000000180025095e-35 6.9240744798897653 0.3251031786203385 8.3580325100788766 0.33429037034511572 0.46428571428571436 0.33261813223361975 1.0000000180025095e-35 0.23710254579782489 2.5289968048817539 0.15472642332315448 0.18408000469207766 1.0000000180025095e-35 3.1611572860905777 6.1618492545347889 0.323240876197815 0.42081916332244879 11.44983271641537 0.53027635812759411 decision_type=2 2 2 2 2 2 2 2 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 5 11 -1 -2 -7 -8 -9 -10 27 28 13 14 19 16 -15 -18 -17 -3 21 -21 -23 24 26 -26 -22 -11 29 -4 right_child=1 12 3 -5 -6 6 7 8 9 10 -12 -13 -14 15 -16 18 17 -19 -20 20 23 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0016819230757332956 0.060711826842504403 -0.0057343498201147787 -0.0012288585423858775 0.0035345688156775555 0.0021596631254278383 -0.049375506920907135 0.038259394458986899 -0.014278269205250844 0.020760716613509887 -0.038706641115496307 0.010515142461407227 0.034307149443576032 0.037529481324869385 0.029031023443087865 0.014692104845666361 0.02664428405694047 -0.0031882574609895719 0.04493244127368709 0.0040001752890230224 0.042063852352260941 -0.021224166777722195 -0.027337685792227423 0.050157370935622135 -0.0243972204291363 0.015592764437957716 -0.010759278165177544 0.032756404157904644 0.0079999693134130204 0.0066292326011574013 0.004203410194023976 leaf_weight=785.66198354031076 0.44298972189426677 19.585343140788609 318.2059186634142 129.59129355859477 88.266629099845886 0.3926521225366767 1.6915570674464131 2.357145527610558 7.4501163621898723 1.3463982129469512 4.8666826268890873 0.86701774812536214 0.95576506480574508 5.7218845499446598 5.7408351409248999 2.4779661986540296 5.482713635370601 1.0408169529400764 40.316352249123156 1.8179400595836335 2.263495342340319 0.65601719263941038 0.31525717908516526 1.4607729462441046 5.84738871071022 1.897736311657354 0.39106338098645199 0.63102680630981911 18.768891773419455 49.34712889889488 leaf_count=12543 9 515 6810 2467 1644 6 44 56 117 29 108 83 37 132 126 73 97 15 983 86 68 22 9 48 198 53 4 5 402 1148 internal_value=-1.51724e-11 0.00178943 0.00116793 0.000829393 -0.00129392 0.01029 0.00909776 0.0103495 0.00751417 0.0111078 0.000600152 -7.60238e-05 0.00526028 0.00493569 0.00115752 0.0076798 0.0159569 0.00448931 0.00531136 -0.00111209 0.00506748 0.0266555 -0.00218426 -9.36643e-06 0.00341623 0.0091359 -0.0132719 -0.0238018 -0.00015319 -0.00049953 internal_weight=1505.86 631.93 535.959 516.78 873.929 19.1786 18.7356 18.3429 16.6514 14.2942 6.84411 387.189 95.9713 95.0156 39.9758 55.0397 12.2454 6.52353 42.7943 34.235 14.6497 2.78921 0.971274 11.8605 10.3997 7.74513 2.65456 1.97743 386.322 367.553 internal_count=27937 13750 11284 10910 14187 374 365 359 315 259 142 8443 2466 2429 1129 1300 244 112 1056 1003 488 117 31 371 323 251 72 34 8360 7958 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=0 0 1 7 6 7 7 8 7 0 1 4 7 6 5 5 8 7 0 6 0 0 6 6 8 4 0 7 0 0 split_gain=3.95147 1.68842 1.68219 1.53918 1.84463 1.71026 1.38414 1.3594 1.3404 1.28376 1.28316 1.22512 1.1397 1.46417 1.11517 1.07061 1.11886 1.28087 1.01462 1.61847 1.44652 1.50165 1.42629 1.33398 1.19986 1.37633 1.44895 1.32736 0.995209 1.00813 threshold=0.27846254408359533 0.2814635187387467 1.0000000180025095e-35 0.1650124937295914 0.40948155522346502 0.14572434127330783 0.093041922897100462 0.22500000000000003 0.19501011818647387 0.34393528103828436 1.0000000180025095e-35 16.355322796421412 0.075659349560737624 0.16025038808584216 6.9240744798897653 5.9497332532693825 0.22500000000000003 0.16560484468936923 0.28371055424213415 0.19270981848239901 0.28438821434974676 0.28601711988449102 -1.0000000180025095e-35 -0.018124056048691269 0.81666666666666676 15.668307516544177 0.32745061814785009 0.25968231260776525 0.42733119428157812 0.43724593520164495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 9 5 8 6 -2 -6 -5 11 -1 15 13 -11 28 18 17 -17 19 23 -20 22 -22 -3 25 27 -27 -23 -4 -30 right_child=1 2 14 4 7 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 24 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0016920359755247302 0.02676018322443427 -0.049458049739062697 0.0043650449436392182 -0.026713398611947676 -0.0040467357550860563 0.034204587831713477 0.0032618713561760834 0.035384974867925488 0.0054065730449540262 -0.0030279304445750021 0.0021244889611119703 0.019168517909139302 0.0024178148032721119 0.03103491501313959 0.037846906927919338 0.027655188718373948 0.020832485192391351 -0.012390078236519074 0.017130031159970398 -0.019189973487465661 0.056885736253330238 -5.7079044150718482e-05 -0.018430693107378052 0.0077773642689063782 0.017039456862378243 -0.050525055522555505 0.0024549778104440796 -0.012321044620247986 0.045844307044586571 0.0082380111907976866 leaf_weight=785.0764223129263 3.1566334892995673 0.39755595661699761 88.456914602022152 2.6568011743947855 1.474069688934833 3.43276079930365 7.9076779219321907 1.6878342402633277 2.0884741140762344 1.8995941206812847 88.190390729520004 2.8801268776878706 187.94354101258796 2.8242951045976952 0.93480193614959617 0.97945559769868795 4.2707258724840358 2.7018805686384439 4.1660435238154596 6.6297734945546836 0.23548986576497544 276.85054110956844 5.7943681008764534 4.6900338577106577 3.5222598672844461 1.012827488593756 0.85830626636743534 8.1773446500592382 1.0494339801371089 1.6506798071786761 leaf_count=12543 69 5 2333 63 31 54 153 24 46 67 1644 54 3658 156 37 27 83 70 94 183 8 5863 179 98 183 18 11 153 14 16 internal_value=-5.78491e-11 0.00181019 0.00151212 0.00989813 -0.000748927 0.0157054 0.00996591 0.017002 -0.0125769 0.000845332 -0.00130661 -0.000310247 0.00278362 0.0173374 0.00524701 -0.000485407 0.0103848 -0.00173564 -0.000762162 -0.00942289 -0.000424587 -0.000671283 -0.0154893 0.00330486 -0.000363625 -0.000577283 -0.0262226 -0.000408928 0.0049127 0.0228542 internal_weight=1503.6 630.33 607.926 22.4043 7.90718 14.4971 11.0643 3.1619 4.74528 515.834 873.267 323.167 192.667 4.72389 92.0918 320.287 7.95206 3.68134 312.335 11.7174 300.617 296.451 6.02986 5.08759 290.421 286.899 1.87113 285.028 91.157 2.70011 internal_count=27937 13750 13310 440 164 276 222 55 109 10910 14187 7029 3881 223 2400 6975 180 97 6795 286 6509 6415 187 103 6228 6045 29 6016 2363 30 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=0 0 1 7 6 7 7 4 1 0 4 6 7 0 5 0 0 6 6 0 7 7 0 0 7 5 5 0 0 4 split_gain=3.88969 1.42122 1.62066 1.3505 1.68439 1.45681 1.30528 1.2828 1.25844 1.19732 1.1815 1.38457 1.17475 1.14882 1.04329 0.968712 1.83357 0.961263 1.04591 1.87267 1.85206 2.31315 2.78832 1.84141 1.14981 1.02135 1.24018 0.942652 0.978673 1.46712 threshold=0.27846254408359533 0.2814635187387467 1.0000000180025095e-35 0.1650124937295914 0.40948155522346502 0.14572434127330783 0.19501011818647387 3.0531061291837633 1.0000000180025095e-35 0.36328005790710455 11.44983271641537 0.53027635812759411 0.14089384675025943 0.36204144358634954 6.9240744798897653 0.27522246539592748 0.27440419793128973 0.62243640422821056 0.65015435218811046 0.21610419452190402 0.24732893705368045 0.25562639534473425 0.18560730665922168 0.11917395517230035 0.24028581380844119 6.8167460111713192 5.7072881333370171 0.3251031786203385 0.33593283593654638 6.0252173556840605 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 9 5 6 12 -5 -6 17 10 11 13 -2 -3 27 16 -10 25 20 24 23 -22 -23 -19 -20 26 -1 -4 29 -29 right_child=1 2 14 4 7 -7 -8 -9 15 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0019527555790814898 0.011538468404878512 -0.00089933315286930499 0.0011489564534407528 -0.026322526945232579 -0.0080666813172448424 0.032246932471246777 0.0053170781044719739 0.031220400730233872 0.0018578361543908153 0.0033638833788130671 0.0074288266237881448 0.0043228710102171239 -0.036979630167971719 -0.020059341597319365 0.037373812572392945 -0.017578021522342085 0.028349571804268617 0.042667875251674925 -0.019753632416346333 0.010183242415350098 -0.049855112763551507 0.034543910739576154 -0.027826465442483812 0.0091230255049190231 -0.0013963302310364125 0.011469934017532902 -0.028774711356609587 0.0056338798131972644 0.0050018675330202106 0.025147021225936442 leaf_weight=739.24829547482295 10.776051382534206 314.50037698970118 36.540748555184109 2.6064680386334649 1.2119153994135561 3.277128334157168 2.1345317622181028 1.9540701119694857 83.595302731264383 129.54751538817072 18.492532344884239 49.515144633303862 0.46867144480347711 2.8419022066518655 0.89787391293793817 2.1953134315554044 2.4194146967492989 1.663771985098722 5.091332755400801 7.507107524201273 1.0000074207782739 1.3124977203551682 1.2686567279743028 12.830626404727807 7.7377288343850523 5.0942315161228171 1.5547465151175845 7.9121327305329014 40.363761702610645 6.1736345570534468 leaf_count=11626 209 6790 1063 63 29 54 46 26 1558 2467 404 1178 13 71 37 68 18 5 87 221 4 16 17 198 272 55 42 184 1018 98 internal_value=-4.60666e-11 0.00179792 0.0015238 0.00921388 -0.000762444 0.0146459 -0.0120775 0.0161816 -0.00129656 0.000868835 3.00457e-05 -0.000342912 0.00951627 -0.00107092 0.00519392 0.00210074 0.00260299 -0.00167865 0.00294948 -0.00171763 0.00820029 -0.011119 0.0038884 0.0129735 -0.0086816 -0.00191699 -0.00200905 0.00487637 0.00737782 0.0141863 internal_weight=1501.73 629.214 606.786 22.4288 7.90699 14.5219 4.741 3.16599 872.519 514.897 385.35 366.857 11.2447 317.342 91.8882 88.21 86.0147 784.309 38.4117 20.3362 18.0756 3.58116 2.58115 14.4944 12.8291 745.897 740.803 90.9903 54.4495 14.0858 internal_count=27937 13750 13310 440 164 276 109 55 14187 10910 8443 8039 222 6861 2400 1644 1576 12543 820 580 240 37 33 203 359 11723 11668 2363 1300 282 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=0 1 1 6 6 0 0 0 7 0 0 0 2 4 6 0 7 0 0 5 5 6 7 0 4 7 7 7 3 4 split_gain=3.67069 1.45185 1.22284 1.25997 1.60546 1.97601 2.37042 1.48246 1.47003 1.34329 1.21646 1.16579 1.15307 1.11604 1.10894 1.2658 1.1041 1.7714 1.5665 1.04702 1.21821 1.03018 1.42151 1.30375 1.49381 1.02546 0.961373 1.79688 1.21027 1.31369 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 0.62243640422821056 0.65015435218811046 0.15014769881963733 0.15415199100971225 0.21610419452190402 0.24893484264612201 0.14319836348295215 0.2814635187387467 0.36328005790710455 1.0000000180025095e-35 11.44983271641537 0.53027635812759411 0.36204144358634954 0.20725323259830478 0.35670730471611029 0.35908633470535284 6.8167460111713192 5.7072881333370171 0.25355765223503118 0.097242176532745375 0.3554977178573609 9.3933610335468511 0.28124247491359716 0.1650124937295914 0.18472351133823398 1.0000000180025095e-35 3.0531061291837633 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 19 9 8 -7 -8 -6 -5 26 12 13 14 15 -12 17 -16 25 20 -1 22 -3 24 -24 -18 28 -28 -2 -30 right_child=1 21 -4 4 5 6 7 -9 -10 -11 11 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0019443426926461817 0.017694683764699192 -0.014166904829090738 0.0020910807246797931 0.020896603519619448 -0.027769765727189543 0.055170098225150115 -0.0093626950652180851 0.01007816647380083 0.0068089670202891557 0.0036806132522297871 -0.00088074019517570738 0.0033257807207910158 0.034751600266620622 0.0071695872592946368 0.0046345254789969641 -0.021526100321067453 -0.0028088371290435074 0.029177204822270868 -0.043210491743233291 0.011589314823507826 -0.028889552901845004 0.0081122188580739184 -0.00045193639840600139 0.01479372379076894 0.029700131421775341 0.033140608117189038 -0.02538357755931854 0.0091588594401228567 -0.028839082407027778 0.016341412280719229 leaf_weight=739.4868714597942 10.431157753337176 4.4880586289218618 88.095800099137705 6.7792625729925957 3.7718314976664287 0.76246146205812593 6.7079485305584949 7.4517425489320885 1.5658544853795318 10.240351746149825 313.74206723795214 129.41540822858224 0.85907686268910666 18.380552257644013 31.908939847082365 2.6957445609150446 12.602793928817841 2.8861694275401524 0.83151643490418869 5.1386120421811929 1.5131732951849688 50.28836204201798 30.66993640048895 7.6291116832289836 1.5536882625892747 0.75702609607833515 1.9005046891979862 4.7251895270310342 1.1597757907584303 1.1570541497785596 leaf_count=11626 189 239 1644 48 58 15 244 221 42 192 6741 2467 83 402 702 69 327 64 16 55 42 1385 651 128 63 39 34 108 14 29 internal_value=-1.02249e-10 0.00174838 -0.00126002 -0.00163686 0.0037456 -0.00196055 0.00364294 0.00086834 -0.0176258 0.0105381 0.00114089 0.000862786 3.4142e-05 -4.35667e-05 -0.000406383 -0.00105662 0.00379395 0.00667028 -0.00325841 -0.00190578 -0.00199937 0.00517298 0.0018395 0.00364208 0.00100187 -0.000771784 0.00852047 -0.000749244 0.0133383 -0.00627537 internal_weight=1499.6 628.082 871.514 783.418 37.2795 20.2598 14.9222 14.1597 5.33769 17.0196 533.453 514.079 384.664 383.805 365.424 316.438 48.9864 34.7951 14.1913 746.139 741 94.6292 44.3408 39.8527 32.2236 13.3598 19.3737 6.62569 12.748 2.31683 internal_count=27937 13750 14187 12543 820 580 480 465 100 240 11284 10910 8443 8360 7958 6810 1148 766 382 11723 11668 2466 1081 842 714 366 374 142 232 43 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=0 0 1 7 6 7 2 0 1 6 6 0 0 7 6 6 8 5 5 5 6 0 0 0 4 4 4 4 6 0 split_gain=3.7319 1.68071 1.67732 1.61753 1.33312 1.25219 1.25094 1.26348 1.23489 1.29978 1.41118 1.68954 1.29289 1.23365 1.39931 1.82984 1.20529 1.06254 1.23702 0.983557 0.963401 1.37404 0.919589 0.907934 1.10864 0.926382 0.906367 0.996066 1.62397 1.23844 threshold=0.27846254408359533 0.2814635187387467 1.0000000180025095e-35 0.1650124937295914 0.40948155522346502 0.14957885444164279 1.0000000180025095e-35 0.36328005790710455 1.0000000180025095e-35 0.62243640422821056 0.65015435218811046 0.21610419452190402 0.14319836348295215 0.037543090060353286 0.081325110048055663 0.018345618620514873 0.22500000000000003 6.8167460111713192 5.7072881333370171 6.9240744798897653 -0.056451981887221329 0.23546466231346133 0.27755963802337652 0.41439051926136022 17.123868445595125 13.170563767650657 11.44983271641537 10.63287365498606 0.09390145912766458 0.33347861468791967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 6 5 -5 13 7 26 9 17 12 -12 -11 -2 15 -15 -6 18 20 23 21 -1 -10 24 25 -4 27 -3 29 -29 right_child=1 2 19 4 16 -7 -8 -9 22 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.012382713997414125 0.058644060418236693 -0.00025372042652204059 0.0042999986995419541 -0.01206402135820164 -0.0063769845125956166 0.034009906052832189 0.035679518535189948 0.003299666215703303 0.0023711485141435442 0.020307023644545209 -0.0083134014476416909 0.00977746412326219 0.0033926599886898862 0.018891778590944496 0.01564410252336982 -0.027221420892616494 0.031974180197428356 0.011626107369622983 -0.029220282123026273 0.037152903173779603 -0.0020246384727066443 0.033266973398316045 -0.032201364401568441 0.019451107890904696 -0.033544614323044265 0.037897374797518972 0.0063597566105133277 0.034824425034174281 -0.021136536957117723 -0.023149819713282498 leaf_weight=0.93966895062476341 0.47870720410719769 358.43976676482998 85.226764342267415 4.4546198963653287 1.3942078831605615 2.6794080901890984 0.92363293404923652 129.24939272063784 87.361142319918144 6.8296478083357242 12.450462491833607 7.4121490215475196 10.055267326242754 1.3490135569591069 8.8785001367796195 1.818438707385212 1.5658462047576902 5.1741430126130572 1.5013088644482184 0.85950431320816179 736.47983765375102 1.6105099921114741 0.69795990479178627 3.7054159361869088 0.69158696569502254 0.7450787122361352 18.432489952188917 0.96968805510550626 4.65631386754103 0.50398569088429213 leaf_count=14 10 7833 2271 109 31 38 88 2462 1627 48 359 221 192 27 175 26 24 55 42 37 11589 23 17 54 13 25 402 24 91 10 internal_value=-5.83468e-11 0.00176459 0.00146412 0.00979347 -0.00169459 0.0153959 0.000797779 0.000734885 -0.00127102 -0.00165008 0.00385795 -0.00156242 0.0102342 0.0114138 0.00953689 -0.00758187 0.0139105 -0.00192151 -0.00201616 0.00521241 -0.0019609 0.0164464 0.00209713 0.00490863 0.00428684 0.00459117 -0.000130636 -0.000458788 -0.0124497 0.0149977 internal_weight=1497.53 627.022 604.404 22.6187 7.41467 15.2041 513.175 512.252 870.512 782.453 36.7475 19.8626 16.8849 12.5247 12.046 3.16745 2.96005 745.705 740.531 91.2284 739.03 2.55018 88.0591 90.3688 86.6634 85.9718 383.002 364.57 6.12999 1.47367 internal_count=27937 13750 13310 440 164 276 10910 10822 14187 12543 820 580 240 238 228 53 55 11723 11668 2400 11626 37 1644 2363 2309 2296 8360 7958 125 34 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=0 0 7 1 1 6 6 0 7 7 7 2 0 6 0 0 7 7 3 6 4 0 6 7 6 5 4 0 4 4 split_gain=3.65215 1.58459 2.08961 1.63336 1.2228 1.17921 1.19505 1.4418 1.17847 1.82604 1.2592 1.1668 1.20875 1.12473 1.38671 1.11926 1.1056 1.35458 1.19676 1.10162 1.05662 2.07395 1.84755 1.3437 1.06721 1.05584 1.23837 1.94694 1.38427 1.25732 threshold=0.27846254408359533 0.2814635187387467 0.037543090060353286 1.0000000180025095e-35 1.0000000180025095e-35 0.62243640422821056 0.65015435218811046 0.21610419452190402 0.1650124937295914 0.056878017261624343 0.18831185996532443 1.0000000180025095e-35 0.36328005790710455 -0.056451981887221329 0.23546466231346133 0.14319836348295215 0.14572434127330783 0.093041922897100462 1.0000000180025095e-35 0.43098473548889166 3.2958499343085803 0.27989883720874792 0.17828142642974856 0.12229974567890169 0.099055290222167983 6.8167460111713192 10.320545151749769 0.24122734367847445 11.879092465724851 8.2200109890052264 decision_type=2 2 2 2 2 2 2 2 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 11 5 13 15 -8 9 -4 19 12 -3 14 -1 -7 17 -11 20 -10 23 -22 -23 -19 -25 26 29 -28 -29 -15 right_child=1 3 8 -5 -6 6 7 -9 10 16 -12 -13 -14 25 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.011499592784252244 0.058138793147002737 -0.00011110315813051034 -0.049856055988340836 0.005155615008151395 0.0020973426711561813 0.018878535122413574 -0.007601203028755543 0.0090963610510126618 -0.026690043102474376 0.030216930750995824 0.0079289594494633461 0.035295128795669983 0.0032455144960062006 -0.0020975005278403218 0.033947052567618624 0.0031047770029069429 0.029552804291639562 0.03792128993460489 -0.016909688047527981 0.020798506965323836 -0.044485077737005684 0.040597992655452657 -0.021398379109296588 0.022319657233699764 -0.019749676342333277 0.011498157963667025 0.012820996073384966 -0.037345141281838939 -0.0084750609230450254 0.0073183174708086971 leaf_weight=0.9407829600386316 0.76882262900471943 382.29473660826625 0.40790735301561909 91.099654268284212 87.898697197146248 6.8181676007807281 12.44890789804049 7.4331322096113572 2.3013385045342143 2.318193638464435 4.4567843140102923 0.88079983746865664 129.18188593036029 716.66169008710131 1.689288876019418 9.9667678601108474 3.3636024920269838 1.9327675837557743 1.8620408421847967 0.54345757840201248 0.81182915112003695 0.98933105554897338 0.76880812086164951 1.2216297434642913 0.97651599533855904 5.2078960891813031 1.8702959148213256 2.8570003083441406 3.1348911058157682 12.995029811980201 leaf_count=14 10 8360 6 2400 1644 48 359 221 50 53 103 88 2462 11210 23 192 54 43 40 11 16 11 14 6 23 55 34 53 65 269 internal_value=-4.08913e-11 0.00174705 0.0095242 0.0014542 -0.00125755 -0.00163463 0.00361768 -0.00135862 0.00782174 0.0127282 -0.0020245 0.000796076 0.000736666 -0.00189302 0.0176907 0.0095122 0.0145204 0.00987353 0.00436607 -0.017618 0.0102782 -0.00482523 0.0134879 0.0196745 0.00363055 -0.00196236 -0.00205741 -0.0139 -0.0222406 -0.00192981 internal_weight=1496.1 626.18 22.723 603.457 869.923 782.024 36.667 19.882 21.9542 14.6526 7.30158 512.357 511.477 745.357 2.63007 16.7849 14.2447 10.8811 8.56292 2.8448 6.70088 2.56997 1.75814 4.13091 2.19815 742.727 737.519 7.86219 5.99189 729.657 internal_count=27937 13750 440 13310 14187 12543 820 580 430 266 164 10910 10822 11723 37 240 260 206 153 61 113 41 25 72 29 11686 11631 152 118 11479 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=0 8 4 4 1 0 0 6 8 0 0 0 7 6 6 4 7 6 7 0 3 6 6 6 0 0 7 7 6 6 split_gain=3.59717 1.42866 1.39784 1.68959 1.332 1.12537 3.05616 1.20922 1.14721 1.09527 1.40344 1.1643 0.967535 1.20604 2.04547 1.1999 1.41356 1.6141 0.960288 1.50297 1.12901 1.33217 1.02175 1.39575 1.46163 1.38126 1.10435 1.99888 1.46551 1.44944 threshold=0.3194758147001267 0.2678571428571429 9.0706981720429383 7.5483082410249738 1.0000000180025095e-35 0.22705212235450747 0.2224516645073891 0.068737883120775237 0.73214285714285732 0.31119388341903692 0.29979285597801214 0.29584078490734106 0.059615150094032295 0.49951618909835821 0.40431641042232519 8.2200109890052264 0.10442589595913888 0.18047484755516055 0.18601313233375552 0.11235823109745981 1.0000000180025095e-35 0.39499187469482427 0.59161117672920238 0.56374073028564464 0.11601475998759271 0.20840417593717578 0.2063376381993294 0.19701591134071353 0.22203125059604648 0.2275723069906235 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 18 -8 -7 10 11 -10 -5 14 15 16 17 -14 20 -20 21 -3 23 24 -21 -24 27 28 -26 -28 right_child=4 5 -4 12 -6 8 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 22 -22 -23 25 -25 26 -27 29 -29 -30 -31 leaf_value=-0.0015049265882038742 0.0018023041652982976 0.035508863774583767 -0.03890150511441158 0.040286254607539818 0.0067551153094873853 -0.00046453854064031292 -0.029043386766290719 0.02997188757120017 0.015082583493766661 -0.014235231056978607 0.044473125209950656 -0.022962567040729027 -0.02412036357201832 0.027292329604888567 -0.035078382181323468 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28 25 69 39 12 32 11 312 9 241 9 12 64 117 46 15 212 internal_value=-3.23911e-11 -0.000835241 -0.00138892 -0.00135126 0.00259362 0.00121908 0.00484594 0.0263354 5.54539e-05 0.0109835 0.0157197 0.00939733 0.00977307 0.00741855 0.00256467 0.00797242 0.0167895 -0.00686118 0.00265028 0.00658272 -0.00150504 0.0219301 0.00868712 0.0120137 0.0101736 -0.00239044 0.0119344 0.023819 0.00509436 0.00715403 internal_weight=1494.47 1130.43 890.436 889.543 364.039 239.991 58.2945 5.40404 181.696 8.25301 6.94812 5.69574 12.1204 11.2522 9.04345 7.90747 5.03904 1.5671 52.8905 27.174 25.7165 1.72597 24.954 19.1909 18.247 5.76307 17.4947 5.01834 2.53702 12.4764 internal_count=27937 20127 14909 14897 7810 5218 1211 92 4007 454 406 341 226 213 185 160 91 52 1119 759 360 48 727 422 413 305 402 73 27 329 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=0 0 7 0 1 7 7 7 4 0 6 7 4 0 7 6 0 0 7 6 6 6 6 6 7 6 7 0 7 7 split_gain=3.56465 1.34034 1.88586 1.46729 1.28679 1.25126 1.36541 1.27714 1.1004 1.26062 1.82783 1.76036 1.11698 1.97834 3.18508 1.02331 0.987281 1.99933 1.63684 1.50515 1.43458 1.56836 1.82153 1.30522 1.06181 1.47302 0.95511 0.937485 0.918535 0.914454 threshold=0.27846254408359533 0.2814635187387467 0.037543090060353286 0.35670730471611029 1.0000000180025095e-35 0.1650124937295914 0.056878017261624343 0.18472351133823398 6.2102312547634524 0.29065339267253881 0.03775372542440892 0.2631687074899674 5.9879197426616697 0.31707714498043066 0.10147566720843317 -0.056451981887221329 0.35300642251968389 0.35177671909332281 0.16752526164054873 0.25053961575031286 0.45203080773353582 0.37463483214378362 0.20087321102619174 0.48112682998180395 0.25968231260776525 0.20896020531654361 0.25011394917964941 0.29979285597801214 0.10147566720843317 0.12829495221376422 decision_type=2 2 2 2 2 2 2 2 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 8 15 6 -4 -7 9 10 11 -3 16 27 -15 -1 17 24 29 -20 21 22 -19 -21 -11 -26 -5 28 -14 -18 right_child=1 3 5 26 -6 7 -8 -9 -10 12 -12 -13 13 14 -16 -17 18 20 19 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0176147494850541 0.055500220928901632 0.0031938396911085037 -0.046150370107951803 0.0036776038260133096 0.0022067324860943487 -0.020663815089262523 0.014105881201889459 0.0060606082776234419 0.0027403129769958262 0.00096656049895916369 -0.0088002019870834173 0.052766702433391287 -0.032805324169249833 0.048440594655634467 -0.010942296171781921 -0.0016898358640915841 -0.0066118149299485068 -0.011365584248993147 -0.019911366101450865 0.036628105221584287 0.044012608276699658 -0.035231877229134005 0.051508737079126933 -0.0041306821282531807 -0.040531908956193782 -0.0045604529398571318 0.041922458154534978 -0.034641238576262418 0.019617968343638482 -0.036129183201901123 leaf_weight=2.4791850117035201 0.75800962653011339 5.7920877422438926 0.34708723053336399 171.11810240102932 87.554845242004376 2.3978415015153578 13.607278906274585 4.8945575153920799 137.59338558556919 227.379333921941 30.31779965775786 0.72544486122205842 0.53487184876575866 1.0750602146144954 3.3336127337533981 778.7928592698845 1.6234993425896376 0.78634789353236534 1.6537380041554568 1.4051317807752641 1.6085218478692693 0.58730139117687929 0.87742970383260399 1.4234001233708111 1.2361949558835466 5.984527387394337 0.58971731056226318 2.9040576154366136 0.68739338172599673 2.2588995089754462 leaf_count=37 10 103 6 3499 1644 47 260 117 2931 5241 856 17 11 41 122 12506 65 16 21 32 19 11 15 40 27 97 21 57 23 45 internal_value=-5.45294e-11 0.00173079 0.00900303 0.00146475 -0.00124208 0.00734417 0.0126071 -0.00272675 0.000528202 -0.000513472 -0.00570171 0.00871163 0.000234926 -0.010435 0.00353829 -0.00162858 0.000603883 0.000959239 -0.00952661 0.00282435 0.0223758 0.00691502 0.0217926 0.0161171 0.000606898 -0.0107188 0.00380895 -0.0253644 -0.00332283 -0.0237859 internal_weight=1492.33 623.501 22.0048 601.496 868.827 21.2468 13.9544 7.2924 429.788 292.195 36.8353 6.51753 255.359 8.535 4.40867 781.272 246.824 238.46 8.36467 4.48227 3.8596 2.25108 1.66378 2.82853 234.6 7.22072 171.708 4.12632 1.22227 3.8824 internal_count=27937 13750 440 13310 14187 430 266 164 9790 6859 976 120 5883 254 163 12543 5629 5426 203 93 61 42 31 72 5365 124 3520 91 34 110 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=0 1 0 7 1 5 2 4 4 7 8 0 0 0 6 0 0 6 6 4 4 4 4 7 0 6 6 4 7 7 split_gain=3.67331 1.30096 1.30539 1.49946 1.20998 1.11386 1.10229 1.09253 1.1127 1.20324 1.08255 1.03537 1.71592 1.01747 1.47314 1.13732 1.20016 2.57425 1.13489 1.09792 1.10828 1.94394 1.87271 1.54264 1.53372 1.47469 1.78607 1.36255 1.1995 5.58419 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.037543090060353286 1.0000000180025095e-35 12.293853605328623 1.0000000180025095e-35 17.123868445595125 22.611801717408074 0.13337556272745135 0.63333333333333341 0.37283328175544744 0.3194758147001267 0.28371055424213415 0.19270981848239901 0.28438821434974676 0.28601711988449102 -1.0000000180025095e-35 -0.018124056048691269 16.223126738475681 7.3691543947335907 7.3396382272272538 7.4268715355601502 0.15948732942342761 0.35177671909332281 0.53522199392318737 0.55165287852287304 6.373306629157784 0.17849697172641757 0.16752526164054873 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 -1 6 7 13 10 -10 11 12 -9 14 18 -15 17 -17 -4 20 21 25 -22 24 -23 -18 28 -28 29 -27 right_child=1 -3 5 -5 -6 -7 -8 8 9 -11 -12 -13 -14 15 -16 16 19 -19 -20 -21 22 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0016361678820951545 0.053447715523284339 0.005019955998300395 -0.04793882297611933 0.0073261271319474104 0.0020828255642299184 0.034783035567941663 0.035099485902310594 0.035749401366950713 -0.038766692858562588 0.0099156556277555218 0.03195172828955422 0.024387547968670365 -0.03618250591476066 0.016120333260052105 -0.017944724407949721 0.057002597018902319 -0.00040786243872350646 -0.018116024145260635 0.0076459720307979744 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0.00118227 0.00893417 -0.00126095 0.000895443 0.000837385 0.000780461 0.0121121 -0.00695487 0.0190744 0.00538265 -0.0129245 0.000609589 -0.00825495 0.000816079 0.000679274 -0.0126075 0.00375995 0.000847044 0.00102239 0.000287294 0.00390027 -0.0201806 -0.00522289 0.000514892 0.00438725 0.00238314 0.0156087 0.00217865 internal_weight=1489.94 621.968 528.388 18.8533 867.967 509.535 508.664 507.82 7.54373 2.01779 5.52594 2.67827 1.36418 500.276 11.3881 488.888 484.557 6.04211 5.08408 478.514 471.494 375.564 95.9301 4.13026 2.47977 371.434 71.4775 60.6463 10.8312 3.85502 internal_count=27937 13750 11284 374 14187 10910 10886 10798 125 33 92 48 27 10673 291 10382 10286 188 104 10098 9973 7937 2036 75 51 7862 1358 1190 168 54 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=0 1 5 7 7 1 0 8 0 7 4 6 2 6 0 0 6 6 0 0 6 0 0 7 4 6 6 8 7 6 split_gain=3.40532 1.42009 1.20331 1.39556 1.16101 1.15134 1.13062 1.10123 0.995358 1.90197 1.65094 1.27989 0.978568 1.75565 0.962112 3.17298 2.82858 2.7751 2.65416 6.1328 4.63126 2.58753 5.4033 5.15928 6.10836 3.99996 3.01217 2.37764 2.29985 2.89002 threshold=0.3194758147001267 1.0000000180025095e-35 6.9240744798897653 0.17132436484098437 0.18408000469207766 1.0000000180025095e-35 0.36477345228195196 0.81666666666666676 0.32097682356834417 0.24828206747770312 6.4947110837596407 0.41923238337039953 1.0000000180025095e-35 0.38737140595912939 0.21101059019565585 0.19973861426115039 0.09390145912766458 0.13217317312955859 0.22705212235450747 0.2236462086439133 0.057358236983418472 0.18711746484041217 0.1808389946818352 0.11799752339720727 2.555843120094428 0.16881716251373294 0.19080440700054171 0.22500000000000003 0.28187274932861334 0.4456805288791657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 -4 6 8 -5 12 9 10 -2 -12 14 -14 15 21 -17 27 19 28 -21 22 -1 24 -24 -23 -27 -18 -16 -30 right_child=2 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 18 16 17 -19 -20 20 -22 25 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0012606145339768182 -0.0051822046672785589 0.0022287414389623411 0.03776009283844256 -0.048473948451644176 0.017454245720786268 0.0062013004545058712 0.011725004476193634 0.0096334747617911939 0.0012531778313821748 0.042645560854605219 0.032858909335091113 -0.011559573836073917 0.0020889122396719416 0.032228725033140629 -0.0014707247622207007 -0.026863915737496039 -0.0017294039615946149 -0.0092528455869297574 -0.0015124814284144445 -0.024052806517173109 0.022100244577533682 0.015160211312046763 0.034083283335037379 -0.024493491672124432 -0.037330549789620276 -0.026173403699684294 0.0017612755582819659 0.045308575132161064 0.045660727166093984 -0.013242387911614967 leaf_weight=208.45175790008943 5.0885662324726564 122.88963496501674 1.8465848306659598 0.58497241325676463 2.3610855198930949 57.601528057610267 0.53998143598437309 8.392241884081157 289.99962060047255 1.4540657853940491 2.4502651155926292 0.76645577047020186 10.837821356602943 2.0719255482545114 69.530244862893596 7.3829338245268437 2.4419967229478052 37.695201076829107 560.55073315290429 2.1663550916127887 20.226492514368147 19.888193635815696 3.2582468371838358 17.332980560822762 1.610915719065815 4.1522321356460479 21.269672973721754 1.6013532341457901 2.0729610961570866 1.174359244178049 leaf_count=2914 124 2667 41 16 57 1420 5 680 6084 15 37 11 265 94 854 114 42 555 10501 43 238 230 52 274 28 41 423 24 51 37 internal_value=-2.35616e-11 -0.000814963 0.00252784 0.0166735 0.00550376 0.00231676 -0.0195783 -0.00118822 0.00157031 0.0109938 0.00545233 0.0222752 -0.00127961 0.00692614 -0.00138762 -0.00272207 -0.00974707 -0.00671935 -0.000726036 0.0039061 0.0176353 -0.00147162 -0.00275914 -0.0168285 0.0104567 0.0050826 -0.00280138 0.0168998 -0.000318206 0.024359 internal_weight=1487.69 1125 362.693 5.33262 3.48604 357.361 1.12495 1002.11 299.759 9.75935 8.30529 3.21672 993.716 12.9097 980.807 325.085 49.1215 41.7386 655.721 95.1704 22.3928 275.964 230.654 22.2021 4.86916 45.3101 25.4219 4.04335 72.7776 3.24732 internal_count=27937 20127 7810 119 78 7691 21 17460 6271 187 172 48 16780 359 16421 4697 735 621 11724 1223 281 3962 3268 354 80 694 464 66 942 88 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=0 1 1 6 0 7 4 4 7 5 2 6 5 4 6 0 4 4 6 0 4 8 0 8 7 0 0 0 0 7 split_gain=3.36004 1.32847 1.15165 1.0621 1.01883 1.28864 1.04536 1.13222 1.13757 1.05419 1.03543 1.01806 1.09976 1.29937 1.29696 1.34086 1.15568 1.7647 1.40418 1.72003 1.85992 1.2881 3.28797 1.85121 1.7846 1.28879 2.04114 1.32266 1.20145 1.09815 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 -0.056451981887221329 0.2814635187387467 0.037543090060353286 17.123868445595125 22.611801717408074 0.13337556272745135 12.293853605328623 1.0000000180025095e-35 0.62243640422821056 6.8167460111713192 10.320545151749769 -1.0000000180025095e-35 0.24122734367847445 6.6299929932292576 6.5250499573333594 0.0966337025165558 0.27089750766754156 8.1524438557327006 0.63333333333333341 0.24045421183109286 0.30952380952380959 0.25562639534473425 0.25267314910888677 0.25343532860279089 0.24953934550285342 0.27089750766754156 0.088559258729219451 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 -1 5 -2 9 -8 -9 10 -6 12 13 16 -15 -16 17 -5 19 20 -18 23 24 -20 -23 27 -27 -25 -24 -22 right_child=1 -3 -4 11 6 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 18 -19 21 -21 29 22 28 25 -26 26 -28 -29 -30 -31 leaf_value=0.018222552046790744 0.051919065060850374 0.0049815384255363863 0.0020423902577343818 -0.0020530007516139054 0.00056406138348454515 0.0065036126275968848 0.019215200093273817 -0.037424155553516414 0.0095735018054092288 0.034575071538419946 0.034644007523793083 0.0032527782334276973 0.011852480935277672 -0.060199580866000801 0.011804232627804081 -0.018188673262571859 0.02603302142050223 -0.029573924847636494 -0.0069034326378130647 -0.025448237012233144 -0.024430770586672909 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0.00787047 0.000841116 0.0120255 -0.00709808 0.000675077 0.000619015 -0.0016489 -0.00189231 -0.00199074 -0.0141569 -0.0109132 -0.00185841 -0.00213791 0.0033204 0.0124902 0.016314 -0.000425125 -0.0162213 0.00238415 -0.0335073 0.0104721 -0.00334366 0.0175536 0.0271771 -0.00145325 internal_weight=1477.31 619.272 858.04 770.363 525.891 19.2628 506.628 7.41122 2.02502 499.217 498.393 767.934 731.603 726.401 7.81576 7.30139 718.586 681.79 36.7953 10.6709 9.69383 26.1244 3.94459 22.1799 2.82097 11.8556 4.01754 7.83807 1.12362 3.42768 internal_count=27937 13750 14187 12543 11284 374 10910 125 33 10785 10761 12506 11686 11631 152 144 11479 10798 681 178 150 503 98 405 60 227 89 138 38 53 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=0 1 6 4 4 4 6 6 4 1 5 6 6 7 7 0 6 0 6 7 7 0 0 7 0 6 7 6 0 0 split_gain=3.29286 1.40945 1.11167 1.04421 1.47209 1.29174 1.30074 1.56723 1.36552 1.0289 1.01701 1.03306 2.72365 2.0731 3.2863 2.6838 2.80317 1.96047 1.55264 1.46434 1.57309 1.60797 1.45233 1.38745 1.20911 2.20565 1.93407 1.78148 3.22925 1.73232 threshold=0.30130723118782049 1.0000000180025095e-35 0.62243640422821056 18.230563520264287 15.391451418620834 12.012512428932888 0.20087321102619174 0.12275208905339242 14.126152142524594 1.0000000180025095e-35 8.1967509811877814 0.2432506009936333 0.24148909002542499 0.25562639534473425 0.25325515866279608 0.18560730665922168 0.15397283434867862 0.27989883720874792 0.11946397647261621 0.27821534872055059 0.28187274932861334 0.15217817574739459 0.29199722409248358 0.35183855891227728 0.16054411977529529 0.58758777379989635 0.11696396395564081 0.45587086677551275 0.11235823109745981 0.16634598374366763 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 7 8 -7 -2 11 12 13 14 -1 16 18 -14 -15 -18 -21 -22 23 -17 25 26 -13 -28 -29 -26 right_child=9 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 24 17 15 -16 22 19 -19 -20 20 21 -23 -24 -25 29 -27 27 28 -30 -31 leaf_value=-0.0014103787300313601 0.0014433159660810816 0.0022815652461971796 0.0035779438304416127 0.023712823828881645 -0.029665530140767556 0.04333393516792948 0.026947408588433832 -0.032234457939292797 -0.013011189192435116 0.0052723332638986457 0.024757914731158587 0.036461466082067302 0.035214524915016122 -0.0058514307445122508 -0.047453280757405167 0.018487744500081168 0.042398713073793032 -0.021598523234378036 -0.036740476777372348 -0.023255270251842767 0.037174853406975406 -0.0010540086136367934 -0.037477611308346363 -0.017165921054834728 -0.01669265794606406 -0.019122255089316049 -0.0027341915500870518 -0.028325933493595599 0.011145474814448431 -0.0032631525106845282 leaf_weight=414.93525685183704 405.71569611458108 106.20998463856813 38.995401800581021 1.4639434826094646 1.6841833102516819 0.80365928541868858 2.8527959235943854 0.98253530636429776 0.74684185441583395 74.805038884747773 1.3071013279259194 1.458204424008726 3.0182576822116967 10.911334330114189 1.3998658079653967 15.268831619570852 1.3240736152511079 0.66754774283617724 1.6915975222364057 1.1883573220547985 1.7919384613633154 2.2133160112425685 0.46673035796265949 1.0498604971944576 8.8934240411035699 4.6418651649728409 35.96752134597773 2.0377727339509901 22.056607232545502 309.13366389647854 leaf_count=6175 8508 2168 920 22 38 11 52 16 23 1942 10 10 56 190 22 364 32 18 31 15 17 33 20 31 163 84 627 46 294 5999 internal_value=3.46382e-11 -0.000984737 -0.00137499 -0.00160222 -0.0016459 -0.00159017 0.0130551 -0.00259099 0.0161937 0.0020394 -0.00168392 -0.00172506 -0.000759364 -0.000968693 -0.00156519 0.00594778 -0.00173694 0.0249249 -0.00999744 0.014236 0.0070561 0.0160495 0.0147016 0.016194 -0.00287107 0.000818791 0.0023234 0.00149458 0.0078072 -0.0036387 internal_weight=1475.68 995.162 888.952 849.957 848.493 846.809 5.38583 2.53304 1.5505 480.521 841.423 840.116 455.927 452.241 416.335 35.906 19.1206 3.68581 12.6029 6.51769 5.19361 4.00525 16.7854 16.3187 384.189 66.162 61.5201 60.0619 24.0944 318.027 internal_count=27937 17487 15319 14399 14377 14339 102 50 34 10450 14237 14227 7004 6930 6197 733 318 74 221 97 65 50 415 395 7223 1061 977 967 340 6162 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=4 0 7 6 6 7 0 1 1 4 0 6 0 0 6 6 3 0 4 0 7 0 6 6 6 6 6 6 6 4 split_gain=3.30062 1.67534 1.96239 1.60972 1.91245 1.51685 1.45327 1.38993 1.37138 1.15654 3.69116 2.55034 1.90895 2.12626 1.14967 1.70343 2.07037 1.33935 1.33045 1.27736 1.25453 1.41198 3.1409 1.23333 1.22932 1.16016 1.14457 1.67503 1.07245 1.49437 threshold=4.659615602645597 0.33509652316570288 0.11350248754024507 0.50882095098495495 0.50262513756752025 0.17660862207412723 0.392559364438057 1.0000000180025095e-35 1.0000000180025095e-35 4.750962284912787 0.39818213880062109 0.35716117918491369 0.34724065661430364 0.34173625707626348 0.30286313593387609 0.42774425446987158 1.0000000180025095e-35 0.32097682356834417 6.7570245358586538 0.2236462086439133 0.19046599417924884 0.36054804921150213 0.45587086677551275 0.31008359789848333 0.42081916332244879 -1.0000000180025095e-35 0.41682198643684393 0.23382568359375003 0.49212087690830236 8.678270961055194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 26 4 5 7 -6 9 -1 10 11 -2 13 -13 19 16 23 -18 20 -7 -17 22 -22 -16 -25 -21 27 -3 29 -20 right_child=3 2 -4 -5 6 14 -8 -9 -10 -11 -12 12 -14 -15 15 18 17 -19 28 25 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017319333795640947 0.02515247177484289 0.019601339475064827 0.0012074998695262747 0.0065731071877261028 -0.028543643635605399 0.024294628364063785 0.040912665237792356 0.0051757540810467555 0.0019871678958655946 -0.00099078344953721807 -0.039586813883691535 -0.017732672883758488 -0.041097522235787567 0.058300393024499846 -0.051660602074965506 0.050028488053582051 -0.0054080650828534482 0.013171418087682851 0.03558305368827526 -0.0361460960308203 0.014665478852145575 0.021215105139926603 -0.035947632720432374 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-0.000509584 0.00922478 0.0157268 -0.010637 0.0125488 0.00487158 0.000912106 -0.00366795 0.00409177 0.00946742 0.00759116 -0.000592041 -0.00411197 -0.0125807 -0.0130909 -0.0105902 0.00638293 0.0142596 0.0100314 0.0181926 0.0216173 internal_weight=1472.69 1039.88 110.629 432.806 368.299 365.165 3.13401 269.076 929.252 222.213 10.4672 9.23682 2.43264 1.38126 96.0894 39.1256 25.4833 13.975 13.6424 56.9637 6.33669 5.92471 4.44007 11.5083 10.8075 53.1212 11.5793 9.64165 7.30568 6.71001 internal_count=27937 18670 2349 9267 7864 7755 109 5728 16321 4590 215 201 51 38 2027 799 486 227 313 1228 172 168 154 259 251 1113 340 261 141 119 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=0 1 1 6 5 5 6 7 5 4 4 4 6 6 6 7 7 7 7 0 0 0 6 8 6 7 0 7 7 7 split_gain=3.17527 1.24599 1.15224 1.05195 1.0257 1.10975 1.01151 1.02265 0.975603 0.968574 2.05215 1.72194 1.23039 2.00613 1.39266 1.30238 1.25781 1.31549 4.24744 1.27929 1.58092 1.17794 1.17113 1.86866 2.43382 2.1842 1.96821 2.79639 2.15925 2.07978 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 0.62243640422821056 6.8167460111713192 5.7072881333370171 -0.056451981887221329 0.11068867519497873 6.9240744798897653 7.3691543947335907 7.4268715355601502 7.1113841531889435 0.53522199392318737 0.55165287852287304 0.48112682998180395 0.079202610999345793 0.22166731208562854 0.17849697172641757 0.16752526164054873 0.29904408752918249 0.32026907801628118 0.37092973291873937 0.15002845972776416 0.46428571428571436 0.17462222278118136 0.1779703572392464 0.38338243961334234 0.19380632042884829 0.19501011818647387 0.21515253931283954 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 5 6 7 -1 -3 11 -11 12 14 16 -2 -15 17 18 -14 -18 -21 -19 -12 24 25 -24 27 -26 -29 -30 right_child=1 8 -4 -5 -6 -7 -8 -9 -10 10 22 -13 13 15 -16 -17 19 21 -20 20 -22 -23 23 -25 26 -27 -28 28 29 -31 leaf_value=0.0040265137784879518 0.00056056275437317354 0.0045479037971048065 0.0020745681581644288 0.0034192891476402358 0.011444300409376516 -0.027955344927225283 -0.0019118932212295872 0.045795209545821038 0.0371689932413026 0.037016844789760611 0.0084044680065082228 -0.010678177096482529 0.024988851691055667 -0.040290281524451611 -0.0062771975905568213 0.0026212900572571123 -0.042990331867563368 0.041278095584216641 -0.054742583120665857 0.042627338515243376 -0.012362810798116431 0.0061851340197124427 -0.038522544311131501 -0.0029987678466551607 0.0081969682039584116 0.026004766734189905 0.019236384152264793 -0.053572948941792001 0.031861416979160166 -0.017555206169773647 leaf_weight=1.6278732204809778 293.31904654979007 92.247135359488311 87.652419319783803 36.42510969923751 5.2214690130203953 1.4682254875078786 721.17695429729793 0.78049268200993527 0.83256993442773719 1.6211431687697757 27.564908203203231 12.27749408688396 2.8947895513847457 0.64322725683450599 29.50434542199946 61.321296374429949 0.54568738627131042 3.4557808004319668 0.75898876413702954 0.76658439636230458 1.2183270722161976 1.146418437361717 1.9138930542394512 44.227653468376957 23.865370552171957 0.62671207915991534 9.9292028488125634 1.0828187987208355 0.9948695609346031 3.339201265014708 leaf_count=25 6475 2429 1644 820 55 42 11589 12 37 16 669 224 40 7 712 1277 7 44 14 1 44 19 29 1024 451 13 123 13 32 50 internal_value=9.07438e-11 0.00164165 -0.00118384 -0.00155635 -0.00180453 -0.00189994 -0.00184707 0.0175627 0.00483969 0.0010725 0.00350202 0.00038648 0.000729895 0.00425435 -6.43723e-05 0.00217584 0.0161945 0.0218662 0.00842647 -0.00230925 0.00887471 0.0325364 0.00302351 0.00129838 0.00585032 -0.0226051 0.00769401 0.00378015 -0.0156791 -0.00621181 internal_weight=1470.45 616.097 854.353 766.7 730.275 725.054 723.585 2.40837 93.0797 523.018 115.166 407.852 395.574 72.7511 322.823 61.9645 10.7866 8.25598 3.65378 2.5306 1.98491 4.6022 113.545 85.9797 41.7521 2.54061 39.2115 29.2823 5.41689 4.33407 internal_count=27937 13750 14187 12543 11723 11668 11626 37 2466 11284 2420 8864 8640 1453 7187 1284 169 117 54 52 45 63 2404 1735 711 42 669 546 95 82 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=4 0 7 6 7 1 6 0 4 3 0 4 7 8 6 6 7 0 0 0 0 7 4 0 0 0 8 7 0 0 split_gain=3.17578 1.56712 1.82235 1.49809 1.39772 1.34723 1.24152 1.34818 1.2086 1.12143 1.4983 1.48156 1.16625 1.04847 1.00084 1.24923 1.09327 1.08192 1.16829 1.06735 0.975449 0.982453 0.965546 4.23915 1.33083 2.22295 1.44537 1.63031 1.1667 2.98498 threshold=4.659615602645597 0.33509652316570288 0.11350248754024507 0.50882095098495495 0.22329369932413104 1.0000000180025095e-35 0.50262513756752025 0.392559364438057 5.0285473307390367 1.0000000180025095e-35 0.10555810853838922 6.6299929932292576 0.24028581380844119 0.77500000000000013 0.46138942241668707 0.22003825008869174 0.097242176532745375 0.37967713177204138 0.34274563193321234 0.33770895004272466 0.33347861468791967 0.10628251358866693 4.8423788229317983 0.39818213880062109 0.14319836348295215 0.19074301421642306 0.18333333333333338 0.11592447012662889 0.37773573398590093 0.38173092901706701 decision_type=2 2 2 2 2 2 2 2 2 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 14 4 6 20 13 -8 -6 11 -11 -10 -13 22 15 16 19 18 -17 -3 -1 -22 23 -2 -24 26 -26 -28 -27 -30 right_child=3 2 -4 -5 8 -7 7 -9 9 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21 21 -23 24 -25 25 28 27 -29 29 -31 leaf_value=-0.0016256481892436671 0.011525526750328675 0.053038356830308907 0.0011704182778961561 0.0063913746082542326 -0.025527884338698098 0.0019931199890730954 -0.029518494336503519 0.040187537143650844 -0.0018327275982395212 -0.035491479238192222 0.033041467273158598 0.023797737103677236 0.004586172758085808 0.01206406551333848 0.038756523536978574 0.015477453124588631 0.037109181586144395 0.043561729309995863 -0.015560396847109657 0.0011751158820282187 0.021741018916117506 -0.022601942314890294 0.017540761727096694 -0.043673513558549024 -0.060949002208425342 -0.00016151024649408251 -0.03005454255188476 0.0020864625014054691 0.029361171741289552 0.0025559562798814178 leaf_weight=824.40443929439789 17.117648563697006 0.41972841462120269 98.540475025540218 64.262967329734238 0.91513752995524811 99.807783102092799 2.0330070788040753 0.28468646574765433 9.2980222611659027 0.31907428428530638 2.8655421174335061 5.7588360367808473 5.6183267062224331 7.6386026992695397 1.2850004880456243 1.73218546557473 2.2080795196816325 0.47227349504828442 2.9507601037621498 2.394718402530998 0.51891897153109257 3.3702402127673849 4.0375923062674692 1.3509793109260488 0.6183718629181375 261.8147713780636 2.6256461194716394 3.0940800113603473 4.164570672903209 36.581413346983027 leaf_count=14089 420 12 2009 1403 37 2145 80 16 318 3 116 92 143 313 46 54 45 28 80 75 11 76 40 18 2 5298 44 63 75 786 internal_value=-2.86073e-12 -0.000898306 0.00248738 0.00216668 0.00142517 -0.00129959 0.000925816 -0.0209564 0.00830553 0.0096032 0.026175 0.00705063 0.0143106 0.0010754 0.0138087 0.0106589 0.0213072 0.000284735 -0.00407974 0.00890966 -0.00169636 -0.0166854 0.000822123 0.00748772 0.000428738 0.000205068 -0.0173784 -0.0126679 0.00057341 0.00529567 internal_weight=1468.5 1038.1 110.003 430.399 366.136 928.101 341.361 2.31769 24.7749 23.8598 3.18462 20.6752 11.3772 339.044 11.4627 10.1777 5.02253 5.15522 4.68295 2.81445 828.294 3.88916 331.405 18.4686 312.936 308.899 6.3381 5.71973 302.561 40.746 internal_count=27937 18670 2349 9267 7864 16321 7155 96 709 672 119 553 235 7059 340 294 132 162 134 87 14176 87 6746 438 6308 6268 109 107 6159 861 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=4 0 7 6 1 7 0 3 4 6 7 6 0 6 6 4 6 6 6 6 6 6 7 0 0 0 7 4 6 4 split_gain=3.24099 1.62071 2.05038 1.34922 1.29049 1.23831 1.1305 1.4802 1.54964 1.26152 1.18593 1.07546 1.21061 1.03612 1.72717 1.24688 1.02448 1.27983 1.36638 1.01153 1.9587 1.3142 3.51146 1.23476 1.19003 1.47159 1.10151 1.07362 3.05129 0.981861 threshold=4.659615602645597 0.33509652316570288 0.11350248754024507 0.50882095098495495 1.0000000180025095e-35 0.22329369932413104 0.10555810853838922 1.0000000180025095e-35 6.6299929932292576 0.46349346637725836 0.24028581380844119 0.50262513756752025 0.392559364438057 0.41682198643684393 0.23382568359375003 4.2186248773804307 0.23862028121948245 0.28611104190349584 0.34953159093856817 0.54385313391685497 0.55492839217185985 0.53924754261970531 0.15948732942342761 0.33347861468791967 0.15014769881963733 0.13542611896991733 0.10628251358866693 4.522066880234946 0.25151149928569799 7.8594696930916443 decision_type=2 2 2 2 2 2 2 2 2 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 19 11 -7 8 -8 -9 -10 -2 -13 14 -3 -16 -12 -18 -19 21 24 23 -23 27 25 -21 -25 -1 -29 -20 right_child=3 2 -4 -5 -6 6 7 9 10 -11 16 12 -14 -15 15 -17 17 18 29 20 -22 22 -24 26 -26 -27 -28 28 -30 -31 leaf_value=-0.0018178791704815006 0.0011532819696411884 0.019977092912952302 0.0011650260213323799 0.0062075834902532122 0.001910138041551172 -0.028298911365369696 -0.0026433735097625651 0.035680876576888843 0.023251543334963681 -0.022716596660991243 0.017282525463142826 -0.027822191705620281 0.039825562297762303 0.034863117735323655 -0.016282741177420255 0.032460352963267505 -0.044948086362339115 0.040032556511093845 0.021854825444928398 0.020158973893020921 -5.4138233111206506e-06 0.04680520686499965 -0.032029801549060148 0.020029129216445729 0.023282273519344102 -0.031444994337729681 -0.029007064949396429 -0.042743150907190171 0.057789964966032427 -0.027845744222424113 leaf_weight=740.51255195584235 337.79958231840283 6.0505884240847063 98.275161541067064 64.095256872336904 99.734960885034525 0.75082940328866499 9.607786410939303 2.7041189748269967 5.7817551746265945 0.37967157928505901 2.6908281221985817 1.9760411281604313 0.27070514671504486 1.9101118759135705 2.5854449777398263 0.57789718150161196 0.66493744101171648 0.62761090756976079 0.52535641075519368 1.0743926269933575 71.750107114654384 0.60383398737758343 3.2208388261497021 0.49210963444784228 5.5148015905433567 0.92601233441382635 2.5416785816196352 1.5156586429220613 0.33106077392585564 1.1212761565111575 leaf_count=12253 7059 153 2009 1403 2145 8 344 99 92 23 88 80 16 79 79 29 15 9 9 21 1595 8 63 11 82 15 55 32 41 22 internal_value=-2.57571e-11 -0.000906798 0.00254681 0.00219328 -0.00131384 0.00148817 0.00795242 0.00908167 0.0062341 0.0284911 0.0137082 0.00101569 -0.0196715 0.0147542 0.0105855 -0.00737808 0.00390769 -0.00833701 0.00236724 -0.00170195 0.00152083 -0.00204291 -0.0195834 -0.00195291 0.0160923 -0.00372914 -0.0210529 -0.00187485 -0.0247206 -0.0119888 internal_weight=1466.61 1037.62 109.399 428.996 928.218 364.9 24.8542 24.1033 21.0196 3.08379 11.4118 340.046 2.24675 11.124 9.21393 3.16334 5.63001 2.93918 2.27424 828.483 79.2653 749.218 3.82467 745.393 7.51521 2.0004 3.03379 742.359 1.84672 1.64663 internal_count=27937 18670 2349 9267 16321 7864 709 701 579 122 235 7155 96 340 261 108 143 55 40 14176 1713 12463 71 12392 118 36 66 12326 73 31 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=0 1 6 0 4 7 7 4 6 4 4 4 5 4 4 4 4 0 6 4 7 8 4 0 0 4 0 6 0 0 split_gain=3.14487 1.32602 1.11767 1.00559 1.29139 2.19277 1.45278 0.942622 1.03402 1.15668 0.993787 1.04957 0.925516 0.904029 1.07208 0.844613 1.58578 1.61002 2.16248 1.2503 2.41968 2.13519 1.60372 2.3552 2.51199 1.76879 1.24859 1.37826 1.14349 1.72799 threshold=0.30130723118782049 1.0000000180025095e-35 0.62243640422821056 0.41439051926136022 13.79964720594911 0.12010787427425386 0.10039460659027101 10.128671346617597 0.37254446744918829 12.804915602685252 9.5371841344544475 8.9104595373115831 8.1967509811877814 18.230563520264287 16.672149223201981 4.2889548831738527 3.620247068523311 0.26026690006256109 0.15002845972776416 4.750962284912787 0.16468134522438052 0.30952380952380959 4.3495312942752076 0.2200538516044617 0.1808389946818352 4.5517906095566554 0.23035723716020587 0.33296245336532598 0.26385782659053808 0.26945002377033239 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 -2 7 6 -6 10 -9 -10 11 -5 13 14 15 16 -1 26 -19 20 21 22 -17 24 -24 -26 27 -18 -20 -30 right_child=3 -3 -4 4 5 -7 -8 8 9 -11 -12 -13 -14 -15 -16 19 17 18 28 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0018516465317084977 0.0016544128879360381 0.0022082781646571561 0.0036189671010822448 0.0079233545912822841 0.016604489951260227 0.0089336594509922714 -0.035447033030116121 0.038245985144132813 0.039295171356746483 -0.023939700933441999 -0.027807981331363793 0.036749383533581523 0.023833153918265914 0.022287756063837174 -0.043527890465043843 0.055615653206914223 -0.00050614627594440303 -0.03603388876246337 0.036327439299240163 -0.00043967994080679949 -0.021761184383852283 0.049431318738309867 0.009921827058278097 0.021567049220823389 -0.055535292280086773 0.0078330959114582318 -0.033711073277964243 -0.031021843815999747 -0.036600657422449653 0.0099240669280671219 leaf_weight=669.61618616817213 446.21696436173806 105.952301258425 39.044685839253361 16.023461295524626 0.61726910178549532 5.0220345393754542 2.2117597255855799 2.1470573851838703 0.44365618191659428 0.63007570058107376 0.65038382727652688 1.2236120779998589 1.2885328195989121 1.4220739651937027 0.54986381530761619 0.63898243755102058 3.8618366084992903 1.2574082277715195 1.0131833497434852 142.53238969678932 1.923588583653326 1.39212683495134 2.5972953313030285 4.5661281256470829 1.2744099870324133 0.57544142846018065 3.47123549785465 2.0334920100867748 0.88431711122393597 3.8312871636589989 leaf_count=10849 9900 2168 920 283 27 84 37 59 14 11 18 17 10 22 11 2 56 24 13 2948 77 28 23 98 33 11 61 36 9 88 internal_value=-5.97903e-11 -0.000963143 -0.00134335 0.00200605 0.00742237 -0.00296593 -0.0240899 0.0112844 0.0262253 0.00218837 0.00859567 0.00996845 -0.00157272 -0.00161153 -0.00165189 -0.00162453 -0.00207706 -0.0113072 -0.000407602 0.000371732 0.00929005 0.0146982 0.00968872 0.0064328 -0.00910636 -0.035823 -0.0194368 -0.011032 0.00741199 0.00119929 internal_weight=1464.91 989.727 883.774 475.186 28.9693 7.85106 2.82903 21.1182 3.22079 1.07373 17.8975 17.2471 844.73 843.441 842.019 841.469 685.969 16.3528 6.9862 155.5 12.968 11.0444 9.65226 9.01327 4.44715 1.84985 9.36656 5.89533 5.72879 4.7156 internal_count=27937 17487 15319 10450 550 148 64 402 84 25 318 300 14399 14389 14367 14356 11136 287 134 3220 272 195 167 165 67 44 153 92 110 97 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=0 1 1 4 4 7 0 4 8 4 0 7 6 4 4 4 4 4 7 8 0 6 0 8 7 0 0 0 0 0 split_gain=3.04195 1.30875 1.03767 1.00258 1.0212 2.35177 2.37983 2.55525 1.86171 1.19331 2.47085 1.17719 1.68458 1.14084 1.2127 1.40751 0.997361 2.12622 1.59449 1.40544 1.33547 2.29946 1.83552 1.77439 1.34358 1.49681 1.23373 0.957831 1.60636 1.09625 threshold=0.30130723118782049 1.0000000180025095e-35 1.0000000180025095e-35 4.2889548831738527 4.750962284912787 0.14176556468009952 0.17206241190433505 4.437744198603955 0.30952380952380959 4.3495312942752076 0.2200538516044617 0.17660862207412723 0.052540006116032607 18.230563520264287 14.59487808020536 12.012512428932888 9.3268593753332567 7.5483082410249738 0.16644789278507235 0.63333333333333341 0.1456677243113518 0.12469720467925073 0.19692191481590274 0.63333333333333341 0.11016714945435525 0.16054411977529529 0.22922080755233767 0.17560279369354251 0.10555810853838922 0.19843149930238727 decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 -5 -11 13 -13 14 15 16 17 20 19 -18 21 -6 24 -24 -22 -26 -21 28 -14 -29 right_child=2 -3 -4 4 11 6 7 -9 -10 10 -12 12 27 -15 -16 -17 18 -19 -20 26 22 -23 23 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0018116017497342388 0.0013703676785358199 0.002203640515141912 0.0052333252778990601 0.054573690427972693 -0.0051183793698919887 -0.037526454357010693 -0.042806153644578605 0.010997207656569186 0.051700340412472207 -0.023475160689831423 0.022454230171392461 0.017080437400163746 -0.044157281657166578 0.027438020394798483 -0.022640207250156516 0.017305544633241333 -0.014151357087544052 0.0080107442968312213 -0.056298136252134305 -0.027374253992243195 -0.03933999342693139 0.032118973687882031 -0.0028021854291088626 -0.058802969327707628 -0.0415669456510461 0.013557636064517996 0.025651261042577252 -0.020974521755165069 0.028553586526549359 0.0015015990271567356 leaf_weight=717.18627868434487 400.51142761856318 105.89858575630933 74.174384236743208 0.56430833786725898 3.6607441700180052 1.437854778021572 0.90203834325075138 6.6595871400786564 1.4210069226101039 1.5118717001751063 3.4820233567152172 7.7114795930392566 0.31326940655708613 1.2086949150543649 2.4725220156833521 3.5061571826227 7.3184526674449408 18.665828613040503 0.65285929664969522 0.51605470478534732 2.2712875732686362 2.5198167152702808 64.487532583298162 0.51327153667807479 0.67661268822848786 1.2857537027448414 1.6821582661941645 2.1123983837969744 2.1516589729581028 25.888911547139287 leaf_count=11685 8508 2168 1942 2 34 96 47 267 19 26 76 202 3 17 64 58 174 329 16 11 35 23 1205 2 7 27 44 63 82 705 internal_value=-7.45378e-11 -0.000947756 0.00197399 -0.0013258 0.000778209 0.00798715 -0.00214829 0.00457892 0.0210565 0.0132221 0.00854938 8.30574e-06 0.0045547 -0.00154925 -0.00186711 -0.00139046 -0.00201925 -0.00105451 -0.0109443 -0.00783291 -0.00329823 0.0100633 -0.00449102 -0.00324439 -0.023631 -0.005449 0.0132029 0.00138424 0.0193127 -0.000193983 internal_weight=1463.36 988.679 474.686 882.78 165.594 15.9787 8.99948 7.56163 6.97921 5.5582 4.9939 149.615 38.1777 111.438 110.229 107.757 104.25 94.0808 10.1695 9.51667 75.415 6.18056 69.2345 65.0008 4.23365 1.96237 2.19821 30.4662 2.46493 28.0013 internal_count=27937 17487 10450 15319 3634 533 410 314 123 104 102 3101 1055 2046 2029 1965 1907 1662 245 229 1333 57 1276 1207 69 34 55 853 85 768 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=4 0 7 1 6 6 7 6 7 7 7 6 6 0 6 0 6 6 0 7 7 7 0 7 0 6 0 8 6 0 split_gain=2.99518 1.65619 1.48717 1.21519 1.24901 1.29565 1.58064 1.10606 2.83881 2.12219 1.93625 1.91278 2.8595 2.40689 1.70029 3.78691 3.53409 3.06069 2.36414 2.02195 1.79089 3.71138 2.51719 2.82291 2.64788 4.00784 3.37257 4.60806 3.10076 2.58552 threshold=4.659615602645597 0.33861973881721502 0.11350248754024507 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.083783496171236052 0.0966337025165558 0.21515253931283954 0.2063376381993294 0.33815607428550726 0.2275723069906235 0.22992808371782306 0.24542410671710971 0.22203125059604648 0.17383250594139102 0.22003825008869174 0.22395486384630206 0.26945002377033239 0.23443570733070376 0.13396485149860385 0.13020712137222293 0.2200538516044617 0.1297457963228226 0.19383288174867633 0.099055290222167983 0.18261330574750903 0.22500000000000003 0.13700570911169055 0.16250057518482211 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -2 -5 6 -6 8 9 -1 -10 14 13 -13 16 -16 20 -17 -18 -19 21 22 24 -24 26 -26 29 28 -28 -9 right_child=3 2 -4 4 5 -7 -8 11 10 -11 -12 12 -14 -15 15 17 18 19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0049483897269815254 0.0014460962185103832 0.014441370983597702 0.0016464676583648561 -0.017523240659762216 -0.018650394870538062 0.0057119905382545027 0.036263159118136427 0.013611792252657282 0.0049273277149039403 -0.026764603613356735 -0.020691264277754313 -0.054133318002602626 -0.0016997569164171973 0.0030091848662753143 0.052776920099997272 0.030668240464298557 -0.050179946527479258 0.00071838049116193178 -0.00050788103588004737 -0.051874258013251039 -0.0010545096010906375 0.028471478572432513 0.0074455313613179209 -0.051997636756549649 0.04587161212871621 -0.01485252201534548 -0.0047069081137644121 -0.02985271971850444 0.040999158464328375 -0.014265654853281079 leaf_weight=125.79719404727803 364.60822085868131 8.9822051066439581 91.065378549334127 1.9755896888091218 0.58323162421584074 58.104368796935887 2.4681833212962374 4.4415607172995832 40.28165690230162 4.1452186768874517 2.8425417826219919 1.7205987162888043 493.92248089856002 1.0797093366272745 1.749543412523052 3.2082535206354796 2.0306123006157573 8.1643364201299811 1.498942279955372 0.71556604618672359 141.6998801975642 5.3428564716596147 58.959126624802593 0.72788740694522758 1.0369429700076604 17.269099451601505 1.8048488828353564 1.4395109601318834 5.1410169173032045 9.1886682715266925 leaf_count=2224 7747 274 1839 46 24 1361 89 51 728 52 52 26 9547 19 29 56 28 129 44 12 2034 47 1043 9 8 234 18 26 38 103 internal_value=-4.43616e-11 -0.000873245 0.00279519 0.00211147 0.00595424 0.00671266 0.0257673 -0.00126611 -0.0034309 -0.00564434 0.00323867 -0.000773885 -0.00187115 -0.032101 0.00128737 0.0115245 0.00072205 0.00555396 -0.0290851 -0.00351967 0.0011479 0.00411018 0.0028087 0.00672062 -0.00298201 -0.0114128 0.00402823 0.0189984 0.0291227 -0.00518148 internal_weight=1462 1034.26 100.048 427.74 63.1314 61.1558 3.05141 934.208 173.067 129.942 43.1242 761.141 496.723 2.80031 264.419 13.8377 250.581 12.0882 3.52955 8.8799 247.051 105.352 100.009 59.687 40.3216 18.306 22.0156 8.38538 6.94587 13.6302 internal_count=27937 18670 2113 9267 1520 1474 113 16557 3056 2276 780 13501 9592 45 3909 226 3683 197 72 141 3611 1577 1530 1052 478 242 236 82 56 154 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=0 1 1 4 5 4 7 4 8 0 7 6 0 0 0 6 0 6 6 4 7 6 7 7 6 0 0 7 0 0 split_gain=2.91505 1.39432 0.993632 0.980142 1.01827 0.942531 2.19851 1.93349 1.62653 1.58628 1.00397 1.47717 1.0973 0.982752 2.45848 1.90211 1.14135 1.09005 2.26611 1.82633 1.82463 1.70354 1.53278 2.14749 1.28324 1.39747 1.32015 1.56659 1.24076 2.77668 threshold=0.30130723118782049 1.0000000180025095e-35 1.0000000180025095e-35 4.2889548831738527 6.3985309064871325 4.750962284912787 0.14176556468009952 4.437744198603955 0.30952380952380959 0.17206241190433505 0.17660862207412723 0.052540006116032607 0.17206241190433505 0.14319836348295215 0.19843149930238727 0.11530225723981859 0.10555810853838922 0.21714285761117938 0.23862028121948245 6.0897789167853391 0.15890080481767657 0.21398246288299563 0.08038830012083055 0.10382096841931344 -0.035791058093309396 0.26704458892345434 0.27089750766754156 0.070646964013576521 0.24953934550285342 0.25188040733337408 decision_type=2 2 2 2 2 2 2 2 2 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 -8 -5 -9 13 -12 -13 15 -15 16 -7 19 -19 24 21 22 -21 -24 -16 -26 -27 -28 -20 -30 right_child=2 -3 -4 5 -6 10 7 9 -10 -11 11 12 -14 14 17 -17 -18 18 28 20 -22 -23 23 -25 25 26 27 -29 29 -31 leaf_value=-0.0018927389204734866 0.0013420824432383732 0.0023345060790034558 0.0051254724839729067 0.013232311812576732 0.01244979747116943 0.0069604912829975664 -0.04077887909752665 -0.03396096739563248 0.049840949357728932 0.0079245224643135579 0.015939493180515008 0.022138257665932418 -0.00031356755809912865 -0.021889196151158419 0.022139262031046224 0.030902152129517295 -0.028721329200447093 0.027052322063577862 -0.0076084828698549638 -0.010725442621086 -0.018275769725837828 -0.047627939974955791 0.024130587211329501 0.0018848086479069989 -0.024710182880647902 0.045432131894375616 0.037596668417922308 -0.014379223592480323 0.038858225385136481 0.0013910367048212244 leaf_weight=709.67268215630975 399.90666634243098 105.15693090869172 74.042084224769496 5.4367382486816487 4.4832106570393071 3.0320566035807124 1.0276368418708424 0.92245325865223993 1.366915858350694 6.9059838788816705 7.7367024424020192 2.1057497365400222 28.139121344749583 5.3651175075210622 0.86078619025647718 2.4330019149929285 1.0993179432116447 3.0899980578105888 12.350760465953497 6.1397598998155436 4.6304520638659588 0.61506064608693023 4.7716208039782968 21.516505280626006 7.0790867279283667 0.43274512328207482 0.58268562331795681 5.0036696450551972 1.8887896062806238 30.960260869585909 leaf_count=11602 8508 2168 1942 104 83 17 53 90 19 267 202 79 774 92 23 22 20 60 222 116 103 6 97 403 110 10 16 106 21 602 internal_value=9.99867e-12 -0.000930344 0.00193314 -0.00132064 -0.0018027 0.000759622 0.00776274 -0.00208971 0.0205873 0.002989 2.76964e-05 0.00424188 0.0012496 -0.00140332 -0.00210547 0.00985863 -0.00253409 -0.00104322 0.0021968 -0.00407349 -0.000639026 0.00183249 0.00277061 0.00592269 -0.0133426 -0.0156744 -0.00504748 -0.00895787 0.000497598 0.00354536 internal_weight=1458.75 984.806 473.949 879.649 714.156 165.493 15.6597 8.85607 6.80365 7.82844 149.833 37.9816 30.2449 111.852 105.287 6.56438 4.13137 99.9222 48.2898 51.6324 37.6734 33.0429 32.4279 26.2881 13.959 13.0982 6.0191 5.58636 45.1998 32.8491 internal_count=27937 17487 10450 15319 11685 3634 533 410 123 357 3101 1055 853 2046 1987 59 37 1895 905 990 725 622 616 500 265 242 132 122 845 623 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=0 1 4 1 5 8 0 4 0 0 4 7 0 4 4 6 0 7 6 0 4 0 4 6 6 7 7 0 0 7 split_gain=2.89603 1.38301 1.00515 0.942978 0.934824 0.926926 0.989191 0.856136 1.29953 1.38311 1.36915 1.32721 1.21507 1.19666 2.80025 1.69831 1.87579 1.39594 1.64663 3.31358 1.29531 1.27427 1.49952 1.14235 1.38107 1.58154 2.40423 2.33663 1.95403 1.68465 threshold=0.30130723118782049 1.0000000180025095e-35 4.2889548831738527 1.0000000180025095e-35 6.3985309064871325 0.81666666666666676 0.31707714498043066 4.9673254219480114 0.21872986108064654 0.23139642924070361 4.3495312942752076 0.061167631298303611 0.14319836348295215 5.8397386857376938 5.9275776319288873 0.20896020531654361 0.22607677429914477 0.098213501274585738 0.25801779329776769 0.26542399823665624 5.7287298032474538 0.26781275868415838 5.4875707448963515 0.057358236983418472 0.56807023286819469 0.12768386304378512 0.13337556272745135 0.20141235738992694 0.2224516645073891 0.10856845602393152 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -2 -7 8 10 -10 -4 -12 -9 15 -15 16 -14 -17 19 -19 21 -18 -23 -16 25 27 -27 29 -29 -25 right_child=3 -3 7 -5 -6 6 -8 12 9 -11 11 -13 13 14 23 17 20 18 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0018909797936835252 0.0011487163632609831 0.0023229830690911194 0.051549785400001338 0.0050378640242368456 0.011958058171145747 0.042791872103064788 0.007947455712137905 0.014921635340900281 0.027959790310538579 0.0064705925947133288 0.053361544030025278 -0.0075026134202923478 -0.04964752841888035 0.032496198039614795 0.006017438936920555 0.034649600076293349 -0.033956412803089843 -0.021460924615463641 -0.0071012187050079993 0.042141945500759025 0.0090358521115112053 0.017564560483568054 -0.026378441889522611 -0.04186738132083509 0.012144488992031653 -0.032275983050359031 -0.0045403084528289166 0.024413298069589643 0.0016503501657977406 0.012950376983364056 leaf_weight=709.0987719374898 392.227051104157 105.12965396989603 0.39745688438415783 73.978074219005066 4.4139563721109871 0.82102268753806029 6.8594347914622631 4.6533099347725502 3.386228825896981 13.217373440100344 0.33449754118919273 8.950097380904479 1.3486606478691117 2.44830647855997 22.457087926275562 0.93172444356605666 2.6174197171349078 1.2201058177743136 15.026851528789846 1.8626106252777388 2.0605415143072605 1.3712765313684943 1.4253744048764927 1.726311296224597 6.0560145378112784 3.0253282126504919 40.043740071378124 3.9239263180643347 25.133370350755285 0.71292628161609162 leaf_count=11602 8147 2168 1 1942 83 51 310 59 45 434 1 318 21 25 500 27 50 21 288 16 34 30 41 20 155 64 910 44 518 12 internal_value=1.80464e-11 -0.00092871 -0.00131813 0.00192641 -0.00180531 0.00135083 0.0116722 0.000797158 0.00575947 0.0108532 -0.00297571 -0.00530985 -0.000147735 -0.000673423 0.00078669 -0.00620308 -0.0170833 -0.00116146 -0.00300391 0.0169686 -0.0112076 -0.0189121 -0.00483195 3.35313e-05 -0.00163328 -0.00275227 -0.00648856 0.00235681 0.00472428 -0.0258456 internal_weight=1456.86 982.973 877.843 473.886 713.513 399.908 7.68046 164.331 26.2857 16.6036 9.68205 9.28459 138.045 133.392 105.527 27.8646 8.82327 19.0413 18.1096 3.08272 7.47461 5.41407 2.79665 103.079 80.6216 74.5656 43.0691 31.4965 29.0573 2.43924 internal_count=27937 17487 15319 10450 11685 8508 361 3634 799 479 320 319 2835 2776 2248 528 176 352 325 37 155 121 71 2223 1723 1568 974 594 562 32 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=0 1 4 4 4 1 4 0 5 8 0 7 0 0 0 0 6 0 4 4 0 0 0 8 6 0 7 4 7 7 split_gain=2.88373 1.3509 0.990333 0.939378 2.5381 1.16024 1.1944 1.05926 0.899697 0.869738 1.75308 1.65846 0.897681 1.30103 0.871005 1.20295 1.19307 0.862798 0.951511 1.0654 0.840995 1.42627 2.1051 3.03395 1.9005 1.77304 1.8913 1.93038 1.53061 1.41151 threshold=0.30130723118782049 1.0000000180025095e-35 4.2889548831738527 5.4875707448963515 5.6369180942768997 1.0000000180025095e-35 7.523290384156204 0.36204144358634954 6.3985309064871325 0.63333333333333341 0.36626343429088598 0.16071208566427234 0.33861973881721502 0.33162453770637518 0.33429037034511572 0.32665830850601202 0.4589796662330628 0.42733119428157812 17.123868445595125 13.170563767650657 0.36054804921150213 0.32416543364524847 0.32026907801628118 0.35416666666666669 0.03775372542440892 0.32745061814785009 0.14943502098321917 7.3691543947335907 0.1779703572392464 0.2075455114245415 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -2 7 20 9 -5 -1 11 12 -7 13 -11 15 16 -13 18 19 -8 21 22 28 24 -24 26 -23 -28 -6 -30 right_child=3 -3 -4 4 5 6 17 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0018802411963825582 0.00070033634616241641 0.0022865977083327527 0.00079441467039571075 0.038371555905188023 -0.003491884573993945 0.040300238068537005 0.0028079077992463879 -0.035441756585171735 0.011653275640321314 -0.012460733050749665 0.051813938751724284 0.032054923289337164 -0.040044444587464305 0.043933891330335859 0.0010551636381373453 0.03991496938070125 -0.033560964194409119 0.036404981336994782 -0.03109956396147693 0.036349554531859493 0.0044666612317217766 -0.033211330372710381 -0.014105023275068695 -0.0059714634182385373 0.031975257657069836 -0.0010606502302542295 -0.018896493620875622 0.031915352930363822 0.019066996095567813 -0.0028359109907817176 leaf_weight=708.61099793858739 257.87477997796668 105.07024866006395 163.26324107908295 2.3899251203110903 25.392531192395836 2.697186525911091 20.765368705615412 0.18879827111959446 4.4487219429574898 1.4520288072526453 0.53160160593688477 0.48504732735455069 0.60343033634126175 0.49323931895196427 3.1204467732459307 1.6760193593800066 0.51334160473197699 0.72105770092457433 0.71042207535356183 0.88877049600705404 75.094143854745198 3.3846875174203879 0.91648653242736866 3.9748653568531154 6.6533393054269254 49.333345525839832 1.8261099866358566 1.0655542069580404 6.3610386494547111 4.5365308719628956 leaf_count=11602 5707 2168 3634 121 559 144 437 13 83 28 28 14 33 10 29 9 9 20 15 25 1541 76 21 84 76 1147 38 15 99 152 internal_value=-4.45415e-11 -0.000927829 -0.00131324 0.00192244 0.00338299 0.00302515 0.00804822 0.0329674 -0.00179581 0.0159142 0.00225852 0.0208675 -0.00807763 0.0018386 0.0118227 0.024386 -0.0016828 0.00410515 0.00306377 0.00418459 0.00205007 0.000295786 0.00409393 0.015252 0.0263963 -0.00297133 -0.0179897 -0.000172751 0.000544306 0.00994907 internal_weight=1455.04 981.393 876.323 473.65 215.775 213.197 34.658 2.57872 713.06 11.5723 3.0803 8.49204 2.5487 1.94527 5.79486 2.67441 0.998389 23.0856 22.3646 21.6541 178.539 103.444 47.8348 11.5447 7.56983 55.6097 6.27635 2.89166 36.2901 10.8976 internal_count=27937 17487 15319 10450 4743 4609 801 134 11685 304 99 205 71 38 61 32 23 497 477 462 3808 2267 991 181 97 1276 129 53 810 251 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=0 1 1 4 4 0 4 0 4 0 4 4 6 0 0 0 0 0 0 4 3 6 0 0 0 8 0 0 4 0 split_gain=2.91682 1.29247 0.983576 0.92498 0.915193 1.71169 1.50519 1.20315 1.10697 1.03806 1.90814 1.10166 1.03624 1.63001 1.20201 1.30563 0.988148 1.28589 1.25034 0.902965 0.852747 1.08158 0.903627 1.29848 0.883492 0.851944 0.952761 0.815049 1.06969 1.31461 threshold=0.30130723118782049 1.0000000180025095e-35 1.0000000180025095e-35 4.2889548831738527 6.0252173556840605 0.3021028488874436 7.4970823290490189 0.31192713975906378 8.5510989725690045 0.33770895004272466 10.320545151749769 10.63287365498606 0.27044087648391729 0.36913928389549261 0.37461771070957189 0.36328005790710455 0.43724593520164495 0.36773906648159033 0.34393528103828436 9.7262631288798733 1.0000000180025095e-35 -1.0000000180025095e-35 0.3554977178573609 0.32745061814785009 0.36477345228195196 0.81666666666666676 0.31707714498043066 0.323240876197815 3.9656878418369055 0.31027376651763922 decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 -4 16 8 -8 10 -9 19 13 20 15 -14 17 18 -6 -11 21 -7 23 27 -24 -2 -27 28 29 -22 right_child=2 -3 4 -5 6 12 7 9 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0017763024076712264 0.0011576442074260386 0.0022098120581264227 0.051354077732402546 0.00072740159774007187 0.02278995661671427 0.020737918909976061 -0.031581527141163024 0.025061779773356732 0.0062449370976393175 -0.00030585022773456773 -0.017291680190349736 0.016599983406275328 0.0072706756155822803 0.020814456488471939 -0.0076082303226406075 0.035862232066155589 -0.0066324825780174129 0.044471496823969135 -0.01225791383509519 -0.041758314441647328 0.05659886661019993 -0.015774090911474768 0.051649232965499281 -0.012608256451302804 -0.0064651035635001309 0.042529809404352657 0.007684989071220923 0.040585962260488218 -0.02611481963627554 -0.00054587814986643303 leaf_weight=712.63797657291798 391.28503148182062 105.1832529900712 0.6265262074302872 163.2201989220921 4.8934156650211644 0.79870215478877327 1.4659445097204327 5.2627794751897481 1.3261985476128755 9.7317570345476234 1.1702421461232004 3.7981125423684707 13.666269262263087 2.2448687846772364 4.3431631944840765 1.6063897844869632 1.1579493898898361 1.9115177970379589 1.1271180215990169 0.49710555188357908 0.52286743256263335 8.5106044492858928 0.56976347230374891 4.9289730702294037 0.40124051086604595 0.78774608811363478 6.8253395388601348 0.70064459228888143 0.74421492684632529 1.1799496378516776 leaf_count=11685 8147 2168 16 3634 103 26 32 111 29 201 33 101 473 43 117 38 4 75 60 10 12 311 17 71 6 51 310 12 21 20 internal_value=1.18871e-11 -0.000932375 0.00193757 -0.00130973 0.00513449 0.00214923 0.00890451 0.00485797 -0.0136149 0.00737894 0.0173572 0.00280273 0.0013827 -0.00331616 0.00631775 0.010278 0.0192555 0.0230347 0.0162286 -0.00232037 -0.00626709 -0.0126415 0.000291669 -0.00299566 0.0276351 0.00135103 0.0112905 0.0120568 0.0038882 0.017001 internal_weight=1453.13 981.041 472.084 875.858 73.1863 40.8442 32.3421 23.2521 2.79214 20.46 6.43302 14.027 40.2177 20.6018 19.6158 15.2727 9.09 7.93205 6.02053 10.2289 18.357 9.30931 9.04765 8.07665 0.971004 398.898 7.61309 3.14768 2.44703 1.70282 internal_count=27937 17487 10450 15319 1942 1183 759 517 61 456 144 312 1167 539 628 511 242 238 163 211 496 337 159 136 23 8508 361 65 53 32 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=0 1 1 6 6 3 0 0 0 6 0 0 6 5 6 6 7 7 0 6 0 6 6 6 7 0 0 0 0 0 split_gain=2.86124 1.27509 0.994282 0.87432 1.12178 2.33709 1.09055 3.07841 1.8756 1.25915 2.16978 1.0632 1.02245 0.825645 0.887697 2.22366 1.90859 4.52829 2.13356 3.0147 1.53062 1.31845 2.63657 1.72538 1.99106 1.43941 1.42011 1.2895 1.67568 2.28361 threshold=0.30130723118782049 1.0000000180025095e-35 1.0000000180025095e-35 0.63250949978828441 0.62636050581932079 1.0000000180025095e-35 0.23635840415954593 0.24622645974159243 0.25557936728000646 0.64462941884994518 0.11917395517230035 0.23035723716020587 0.62243640422821056 8.1967509811877814 0.2432506009936333 0.24148909002542499 0.25562639534473425 0.25325515866279608 0.18560730665922168 0.15397283434867862 0.27989883720874792 0.22992808371782306 0.17462222278118136 0.099055290222167983 0.33815607428550726 0.29199722409248358 0.26385782659053808 0.12311408668756486 0.1456677243113518 0.15217817574739459 decision_type=2 2 2 2 2 2 2 2 2 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 12 -6 9 -8 -9 10 -5 -12 13 14 15 16 17 -1 19 -18 -17 22 23 24 25 26 -20 -21 -29 -30 right_child=2 -3 -4 6 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 20 18 -19 21 27 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0011504433920134763 0.0013356450559164688 0.0022039126253626459 0.0051628857310775361 0.041167804327430293 -0.044464672792073209 0.011196590979530621 0.043741024250753657 -0.025735323045613837 0.010579537218990945 -0.0051002642459249429 0.0062194079363937496 -0.028801683905448742 0.026275024188840767 0.02268228723837544 -0.0025603460324257511 0.033181230746809537 -0.0099169044094334913 -0.049829189104216395 0.012384838689853657 0.057456971260011952 -0.016961581748763794 0.045998946811597816 -0.023923497338512578 0.044201981286169527 -0.02164305270979355 -0.036703510231353834 0.038721528209749716 -0.013889868297023327 0.053421302050080992 0.0055191000801026293 leaf_weight=408.8010111868789 398.70168759991066 104.79713059740607 72.146130858483957 1.5492343530058876 1.5801847483962765 1.1903154430910945 2.1282867872359912 1.6169553680811075 6.1426974728528876 15.988094314001499 7.0891530883964151 0.87666223617270578 1.1972019900567819 1.2720258403569449 386.08815013760614 2.7876030011102553 11.961360281638919 1.7271450413390983 7.7106485106814944 0.6038997508585443 0.68191795435268421 1.0710492248763319 1.6775486176338734 1.7007216926431272 1.4049060069810355 0.44073769939132112 2.4212674411246553 1.6695033013820646 1.3620741763152184 2.6157745580749179 leaf_count=6270 8508 2168 1942 4 9 22 55 54 193 457 100 8 18 10 7289 56 221 22 187 8 19 16 32 38 29 20 93 16 13 60 internal_value=-3.96394e-11 -0.000923331 0.00192208 -0.00129772 -0.00149234 -0.0205504 0.00332128 0.0117787 0.00301225 4.21931e-05 0.00868304 0.00236523 -0.00142927 -0.00146895 -0.00150575 -0.000598186 -0.000784644 -0.00135524 0.00597776 -0.0010932 0.0233259 0.0138174 0.0115728 0.0159262 0.0119112 0.0163699 0.0186786 0.0157904 0.0113347 0.0219215 internal_weight=1451 980.153 470.848 875.356 839.965 2.7705 35.3911 9.88794 7.75965 25.5031 9.51505 7.96582 837.195 835.997 834.725 448.637 445.168 410.528 34.6395 18.2126 3.46952 16.4269 15.3558 13.6783 11.9776 10.5727 10.1319 6.25125 5.64735 3.97785 internal_count=27937 17487 10450 15319 14448 31 871 302 247 569 112 108 14417 14399 14389 7100 7025 6292 733 318 75 415 399 367 329 300 280 97 89 73 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=0 1 6 1 0 0 6 6 7 0 0 4 7 6 7 6 6 6 6 6 2 0 0 6 6 7 7 8 0 4 split_gain=2.82429 1.24501 1.01369 0.97871 0.821373 2.64956 2.19621 2.52166 2.60434 2.15689 5.60968 3.79399 3.84986 3.2628 2.41355 2.124 2.03548 1.95437 1.82892 3.22649 2.03211 1.81724 3.26985 2.98201 4.92822 3.23322 2.22672 2.12107 2.0141 1.53223 threshold=0.30130723118782049 1.0000000180025095e-35 0.62243640422821056 1.0000000180025095e-35 0.21101059019565585 0.19973861426115039 0.09390145912766458 0.13217317312955859 0.10382096841931344 0.22607677429914477 0.2236462086439133 2.555843120094428 0.28187274932861334 0.057358236983418472 0.10382096841931344 0.4456805288791657 0.58758777379989635 0.58249711990356456 0.30286313593387609 0.33296245336532598 1.0000000180025095e-35 0.18711746484041217 0.17206241190433505 0.16479841619729999 0.15397283434867862 0.21760539710521701 0.21792446821928027 0.30952380952380959 0.19238109886646274 3.5924688561124389 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 16 -7 8 -8 10 11 12 -6 -12 -13 -14 17 21 29 -20 -21 22 -1 24 25 27 -27 28 -23 -9 right_child=3 -3 -4 -5 9 6 7 18 -10 -11 13 14 15 -15 -16 -17 -18 -19 19 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00047981017341260313 0.0013276253556883421 0.0021709203986511496 0.0035049918760117079 0.0051260012371176864 -0.0061200062897489261 -0.02532159594974364 0.044558347929986371 -0.020291257015817361 -0.0043235192074473862 -0.00163144292356883 -0.032781262129138844 -0.010376644836387108 0.044168539323209896 0.02289974722320599 0.018366177666384778 -0.0091045824858237492 -0.019019247033747119 0.045281293788265335 0.029633613362656283 -0.012186711290588362 0.031106065880710645 0.0092392135322815951 -0.0094668656608281609 -0.0021464931058459351 0.05326376553752462 0.054171948931707584 0.012549468887425058 0.031157573487805981 -0.019508267695426407 0.00029684306690372066 leaf_weight=157.94963185762754 398.60217988769 104.79916871740716 37.962240791122895 72.09450974840729 49.537061753682792 6.7722609278971495 1.6530919359065581 14.419278210378254 2.4125625239685178 449.32595167429099 1.0099578127265001 3.3004099335521486 2.2105005193443499 15.23062412580475 12.930336612567769 0.96875958703458298 5.9042979916557661 0.81152755906805296 2.4962442169198757 10.219887409970394 1.078800709918142 3.743567240424456 47.362092074021348 27.539378182977089 2.4321465105749658 1.7664550244808186 3.3516510858862603 1.4782748487777997 5.2970935427583754 4.2012863042764357 leaf_count=2357 8508 2168 920 1942 631 125 19 204 47 8538 26 48 51 156 178 35 124 6 40 221 14 45 813 478 16 4 72 22 66 63 internal_value=2.90087e-11 -0.000918814 -0.00128957 0.00190941 -0.00150744 -0.00276121 -0.00963187 -0.00671927 0.0155518 -0.000801661 0.00357506 -0.000161269 -0.00406615 0.0194371 0.0125215 0.0279356 -0.00160773 -0.00119935 -0.00951258 -0.00123356 -0.00805311 -0.00134967 -0.00255298 0.00406713 0.0135374 0.00735841 0.026915 -0.00215707 -0.00760448 -0.015646 internal_weight=1448.86 978.165 873.365 470.697 835.403 300.89 43.2534 36.4812 4.06565 534.514 85.1877 68.9471 52.7163 16.2406 16.2307 3.17926 257.636 251.732 32.4155 13.7949 11.2987 250.92 205.312 45.6086 18.0692 15.637 5.11811 10.5189 9.04066 18.6206 internal_count=27937 17487 15319 10450 14399 4736 733 608 66 9663 1125 943 717 182 226 86 4003 3879 542 275 235 3873 3170 703 225 209 76 133 111 267 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=0 1 4 4 6 6 0 8 4 6 8 6 6 0 0 0 6 6 6 6 6 0 0 0 6 0 0 6 6 6 split_gain=2.80866 1.23577 1.11326 1.0794 2.04513 3.71071 2.46444 1.17719 1.13292 1.77463 2.56829 1.42895 2.69733 2.64918 1.15875 2.91666 2.03559 1.47153 1.92513 1.39747 2.39373 1.50298 1.3353 3.61638 1.31744 1.29776 1.23993 1.08706 1.26875 1.47458 threshold=0.29199722409248358 1.0000000180025095e-35 4.437744198603955 3.620247068523311 0.33296245336532598 0.15397283434867862 0.1456677243113518 0.30952380952380959 3.4095694672034971 0.062299905344843871 0.22500000000000003 0.37537464499473577 0.59161117672920238 0.11917395517230035 0.18897863477468493 0.15217817574739459 0.091644059866666808 0.11530225723981859 0.12079488858580591 0.1976064816117287 0.23382568359375003 0.2200538516044617 0.15014769881963733 0.13542611896991733 0.28035075962543493 0.2224516645073891 0.20840417593717578 0.16479841619729999 0.2356384098529816 0.28035075962543493 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -5 -6 -1 -10 -11 13 -13 -12 15 22 -16 -18 -19 -20 -21 24 23 -15 26 -23 -22 -7 -29 -30 right_child=1 -3 -4 4 7 27 -8 -9 9 10 11 12 -14 14 16 -17 17 18 19 20 21 25 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0015898781278589368 0.0011297869906771642 0.0051696854162448834 0.0012085972805782877 0.040168713121703892 -0.042317652322649973 0.028254430257484923 -0.026860554345330589 -0.013808511519160026 -0.027047735550108677 0.05198276668072193 -0.045512248861422133 0.03725018507010476 -0.0039806652113199975 0.015148765867775072 0.055874245981156388 -0.017675074575534688 -0.043918108563642359 0.045189141015344145 -0.0066171678954758924 0.028344428189111384 0.0032894847207174858 -0.042228717643331797 0.026492842058962508 -0.045588215120728713 -0.0048306573287999425 -0.0024725980947810531 0.056098185291237161 -0.0066464085161236433 0.027316721198154596 -0.0066611248722758965 leaf_weight=680.16514606663623 445.27712142141536 80.459587361765443 167.49854113763286 0.53887664340437069 1.9144249386154104 1.8284648181870569 5.8839480590540916 4.0850015613250434 1.6632696483284224 1.0027445931918908 1.0610750215128053 2.9556834574323139 2.7628759955987334 3.4773014429956657 0.74408571538515644 7.0659855792764574 0.53135759942233818 1.1022199634462619 6.639125756686556 4.3172873239964229 0.68103365809656702 0.95782344043254841 2.6245148186571896 1.1822610734961925 1.4555872008204458 3.2342014194000512 0.97023551817983389 5.5398130316752923 3.0107212238945067 1.8595055388286708 leaf_count=11383 9592 2178 3602 11 43 23 121 113 26 27 40 67 46 17 12 123 7 12 91 63 13 4 7 26 19 71 13 97 58 32 internal_value=-6.23902e-11 0.00174806 -0.00100247 -0.00149676 -0.00766898 -0.0027705 -0.0212368 -0.0229058 -0.0012867 0.00335471 0.00453715 0.00339795 0.0173298 0.00118759 0.00260405 -0.00394293 0.00715743 0.00533483 0.00668681 0.00436211 0.0106372 0.000163412 0.00937806 -0.000261902 0.0159767 -0.0115564 0.0343183 0.0069207 0.00317355 0.0143436 internal_weight=1442.49 525.737 916.753 749.255 24.6608 18.6613 6.42282 5.99943 724.594 44.4287 42.7654 41.7627 5.71856 36.0441 34.983 14.3501 20.633 19.8889 19.3575 18.2553 11.6162 7.29888 7.28408 4.65956 3.10686 4.19202 1.65127 12.2385 10.41 4.87023 internal_count=27937 11770 16167 12565 498 342 132 156 12067 684 658 631 113 518 478 173 305 293 286 274 183 120 50 43 45 75 26 210 187 90 is_linear=0 shrinkage=0.03 Tree=179 num_leaves=31 num_cat=0 split_feature=0 1 1 0 7 0 8 7 6 6 7 7 4 7 0 6 0 4 6 6 4 5 3 0 4 6 6 3 0 6 split_gain=2.92471 1.05834 1.05681 1.12713 1.10736 1.07656 0.995486 0.949244 1.23871 0.923311 1.30694 1.83434 1.86746 1.23268 1.23338 1.17171 1.01779 0.939856 2.62755 0.879377 1.19628 0.933933 1.36281 0.877833 0.854716 0.872659 0.90025 1.26773 1.14274 0.853355 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 0.2814635187387467 0.037543090060353286 0.34393528103828436 0.81666666666666676 0.075659349560737624 0.16025038808584216 0.2432506009936333 0.097242176532745375 0.16098802536726001 3.105381043137704 0.14572434127330783 0.29667529463768011 0.12715408951044085 0.39018172025680548 2.5289968048817539 0.36247448623180395 0.68199843168258678 5.0559915793353705 4.3404401347336128 1.0000000180025095e-35 0.30443450808525091 13.170563767650657 0.4334400892257691 0.4589796662330628 1.0000000180025095e-35 0.39018172025680548 -0.056451981887221329 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 29 3 4 -2 6 19 8 -7 10 -4 12 13 -12 -15 -14 -13 18 -11 -5 21 22 -21 -20 25 -19 -27 -28 -29 -1 right_child=2 -3 9 5 -6 7 -8 -9 -10 17 11 16 15 14 -16 -17 -18 24 23 20 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.016675500498190048 0.050771422756330321 0.0019969332940601853 -0.015941440837289725 -0.00068092207394262441 0.0070832350367549465 -0.0023213994168673063 0.014874255111580892 0.0022639999317516802 0.029812363083417573 0.042903185630166915 -0.024433285557087844 -0.0076601362930902679 0.023673186673087113 0.051762330024370889 -0.010286394178253302 0.0060926615053169212 0.01534521528532636 0.0032365536242211909 0.023416611821837133 0.044195332807776232 0.033593371824525917 -0.0092584627379695104 -0.034181381120966983 -0.013632404556018211 0.035219647606646663 0.041453325040246604 0.020124279506316047 -0.0099038390772522751 0.033898329048736943 -0.0015711203084549652 leaf_weight=2.3139458508230737 0.5379272541031267 86.138319542224053 3.7314160481037097 302.11755688526318 17.816305440850556 1.861497371806762 3.8494951718166694 181.50594742875546 2.5706285035121255 2.303910731105133 2.1089927324792401 13.414403063245116 6.5443817058112455 0.46690292097628094 0.75380248297005892 7.1282285959459841 1.9871679702773679 38.360346392903011 0.86699985247105393 0.80811294959857993 1.5830609221011398 2.2183062140829861 0.265186189673841 1.7123478742432778 0.87410270841792126 0.92204724717885156 5.1180652722832729 3.2276051844237377 0.6428009106311946 745.62497641456503 leaf_count=37 9 1644 222 6650 365 67 218 3658 156 133 51 260 207 6 25 173 15 890 13 27 51 65 18 105 25 47 133 145 16 12506 internal_value=-3.56969e-11 -0.00115201 0.00158743 0.001063 0.00836365 0.000793263 -0.000286858 0.00259895 0.0163162 0.0045837 0.000871556 0.00280763 0.00960109 -0.0105462 0.0134464 0.0145076 -0.0046919 0.00706646 0.0196188 -0.000476969 0.0121634 0.00185693 0.0248303 -0.00117907 0.0058192 0.00528681 0.0132227 0.0103267 -0.00262913 -0.00151467 internal_weight=1439.37 834.077 605.298 515.134 18.3542 496.78 310.842 185.938 4.43213 90.1635 36.1353 32.4039 17.0023 3.3297 1.22071 13.6726 15.4016 54.0282 4.88326 306.992 4.87467 3.29161 1.0733 2.57935 49.145 48.2709 9.91052 8.98847 3.87041 747.939 internal_count=27937 14187 13750 11284 374 10910 7029 3881 223 2466 959 737 462 82 31 380 275 1507 251 6811 161 110 45 118 1256 1231 341 294 161 12543 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=0 0 4 6 0 7 4 7 0 7 0 4 6 6 7 6 7 7 7 6 6 6 4 6 1 4 7 7 7 6 split_gain=2.8374 1.09011 1.16196 1.39726 1.31262 1.50446 1.46434 1.23279 1.0451 1.10932 2.03674 1.6806 1.17589 1.95408 1.57757 1.54575 1.10696 1.63612 1.34836 1.33529 1.10238 1.17876 1.0468 1.06918 1.0269 1.00505 1.28749 0.977293 0.967553 2.195 threshold=0.27846254408359533 0.35670730471611029 11.385096658544564 0.5462741255760194 0.35300642251968389 0.19315263628959659 3.9656878418369055 0.22227978706359866 0.2814635187387467 0.093041922897100462 0.3149088472127915 6.0252173556840605 0.25355765223503118 0.2356384098529816 0.051667697727680213 -1.0000000180025095e-35 0.10070703178644182 0.11139668151736261 0.1650124937295914 0.40948155522346502 0.26109755039215093 0.26425528526306158 10.771595652508216 0.08412554115056993 1.0000000180025095e-35 12.342559205125758 0.14943502098321917 0.18408000469207766 0.14957885444164279 0.074859566986560835 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 4 25 8 28 7 -7 16 10 12 -12 13 14 15 -10 -2 -18 -19 -20 -14 -22 -11 -24 -1 -4 -27 -5 29 -6 right_child=1 -3 3 27 5 6 -8 -9 9 22 11 -13 20 -15 -16 -17 17 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0014917473186951817 0.02292181659568061 0.0036328521516591937 0.025098301699451198 -0.026533984910818448 0.044274176682518422 0.050043907780534025 -0.012139588363887907 0.0023086702477555848 -0.043654908495201108 0.0011434211594830708 -0.0012194095397772987 0.021735170093157962 0.058275824862125021 -0.048768314144789951 -0.015063403878518046 0.018951268561904103 -0.02121375486612577 0.015614875152798984 -0.012703896712787427 0.013871225138338847 -0.064704067259292619 0.0010942616453510508 0.01357426821592439 -0.020568010691206371 0.0019686236068655726 0.00010422466253949406 0.019750459702262187 0.011490686622088964 -0.026161449142829443 -0.015334971912062987 leaf_weight=747.46238062192424 3.4039741347078261 166.3990937245544 3.6528570582158926 1.6394778129179024 0.65999722317792286 0.91349153267219607 1.9493634758400729 1.0427122684195635 0.41708395653404329 338.54185648707789 13.067121072162992 3.6787091490114099 0.28984114155173202 1.3255604580044735 13.90108764170145 2.3819586182944574 2.0138239078223732 8.4586827389430237 4.2711149113019919 2.8285446385852993 0.25530835986137379 6.0935285518644378 1.0608727862127114 3.7204248385969549 86.071709826064762 8.2190821447875333 4.7297000410035244 0.96720689721405495 4.3330663217930123 3.5273534402367659 leaf_count=12543 78 3520 108 34 15 21 44 23 7 7614 448 186 7 18 342 85 47 140 109 55 8 224 26 85 1644 205 73 21 96 111 internal_value=-3.62663e-11 0.0015662 0.000779887 0.0079946 0.000448457 -0.00915604 0.00626221 0.0245997 0.000742622 0.000387093 -0.0042513 0.00382323 -0.0097335 -0.0137087 -0.0109259 0.00962235 0.00726356 0.00423033 0.00752374 -0.00211622 0.00106033 -0.00155171 0.000946556 -0.0129925 -0.00113443 0.0112008 0.00728025 -0.012425 -0.0162234 -0.00593956 internal_weight=1437.28 603.743 437.344 19.2083 418.135 12.426 3.90557 1.9562 405.709 384.733 41.4102 16.7458 24.6644 18.0257 16.7001 2.79904 20.9761 17.5722 15.5583 7.09966 6.63868 6.34884 343.323 4.7813 833.534 16.6016 12.9488 2.60668 8.52042 4.18735 internal_count=27937 13750 10230 441 9789 310 88 44 9479 9050 1325 634 691 452 434 92 429 351 304 164 239 232 7725 111 14187 386 278 55 222 126 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=0 1 1 0 0 0 6 6 7 7 6 6 7 0 7 4 6 6 6 0 0 6 7 0 6 4 7 7 4 0 split_gain=2.69952 1.10053 1.01216 0.927799 1.03402 1.41336 1.65515 1.35507 1.57497 1.07088 1.42372 1.65216 1.3832 1.06108 1.53602 1.13021 1.158 3.03329 1.52448 1.27034 1.17359 1.1074 1.10079 1.10925 1.09614 1.74394 1.00989 1.91743 1.00446 1.06374 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 0.2814635187387467 0.36328005790710455 0.36913928389549261 0.15397283434867862 1.0000000180025095e-35 0.23443570733070376 0.12829495221376422 0.53924754261970531 0.55165287852287304 0.18601313233375552 0.37283328175544744 0.22809150069952014 6.1372323937815443 0.38737140595912939 0.47614406049251562 0.58758777379989635 0.37773573398590093 0.38770337402820593 0.57796794176101696 0.18601313233375552 0.39018172025680548 0.13069976866245273 8.2200109890052264 0.1650124937295914 0.18472351133823398 11.44983271641537 0.36204144358634954 decision_type=2 2 2 2 2 2 2 2 2 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 26 28 6 7 8 -6 -8 -11 -12 -13 14 24 16 -15 20 21 -20 -18 22 -19 -24 -7 -26 -2 -28 29 -5 right_child=1 -3 -4 4 5 13 9 -9 -10 10 11 12 -14 15 -16 -17 17 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0014596886537873212 0.012803686454858744 0.0046135118894099934 0.0019753989344168058 -0.00024149561192335378 -0.013180942633841588 0.026981284541553761 0.021809398553751354 0.041049929626734594 0.042178066076723295 -0.0057537507851159447 0.035575128550560678 0.019933717422154201 -0.013446764385065797 -0.0075026101539888866 -0.046986560703231116 0.0056525181599210916 0.044019131397140726 0.0095755717622549637 0.037452842063473352 0.003802408904652891 0.0074895360434387923 -0.028329717211664246 -0.0024589242109572924 -0.027463888636198558 -0.0011828304289886967 -0.036156493579350801 -0.028309977759145708 0.0085894866290096711 0.0069696724360406833 -0.017915498469312018 leaf_weight=747.72812140603492 11.852573716780173 88.883410557566094 86.08813136065146 348.08168916786963 1.2249928322271468 0.92617223830893358 3.1304578327108201 2.4831888545304537 0.74311105534434307 8.2783984702546132 2.0144826946780077 2.183489517075941 2.2878477768972516 15.512455744086763 0.81302609946578819 50.991746067244094 2.0123230086173893 3.5183385368436593 1.1312500704079855 9.3949716631323081 1.3047398147173224 2.0306357764638951 4.7114693499170244 2.4151870724745095 7.3163576705846918 1.5561100179329512 1.7910024956800032 4.3354366150451824 17.487388693494722 3.0920680476119733 leaf_count=12543 232 2466 1644 7950 30 21 79 46 6 130 16 32 30 406 15 1057 34 90 22 132 44 32 70 34 111 30 34 108 404 89 internal_value=-2.15006e-11 0.00153181 -0.00110503 0.000997476 0.000754151 0.00310055 0.00994359 0.026314 0.00772135 0.00587146 0.00249214 0.0130171 0.00285394 0.00162504 -0.0073626 0.00265031 -0.000991927 0.00281655 -0.00101978 0.00741881 0.0296505 -0.00802744 -0.00415458 -0.010933 -0.00407487 -0.00731673 0.00769189 -0.0021977 -4.76719e-05 -0.000397114 internal_weight=1435.32 601.504 833.816 512.621 494.642 125.981 22.346 4.45129 1.9681 17.8947 14.7642 6.48582 4.47134 103.635 10.6117 93.0231 42.0314 26.5189 23.2019 10.5262 3.31706 12.6756 10.645 7.12666 9.79864 8.87247 17.979 6.12644 368.661 351.174 internal_count=27937 13750 14187 11284 10910 2467 369 82 36 287 208 78 62 2098 177 1921 864 458 380 154 78 226 194 104 162 141 374 142 8443 8039 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=4 0 7 6 8 6 1 4 6 6 0 0 6 0 6 6 7 6 6 0 7 0 3 4 0 8 4 0 0 0 split_gain=2.57919 1.53679 1.59022 1.3181 1.25559 1.32591 1.24815 1.02157 0.961431 3.96599 3.04617 1.65148 1.02962 1.15839 1.60382 1.36702 1.03528 1.17146 0.900264 0.891365 0.857776 1.77306 1.64169 2.32399 1.09022 0.994544 0.972471 3.25846 1.10567 1.85127 threshold=4.659615602645597 0.33509652316570288 0.11350248754024507 0.50882095098495495 0.81666666666666676 0.50262513756752025 1.0000000180025095e-35 8.5101283343422462 0.27044087648391729 0.29942367970943456 0.34620070457458502 0.34393528103828436 -0.011273360811173914 0.36328005790710455 0.11946397647261621 0.042475296184420593 0.12386250495910646 0.062299905344843871 0.1976064816117287 0.33347861468791967 0.22329369932413104 0.10555810853838922 1.0000000180025095e-35 6.7238143028609878 0.33770895004272466 0.46428571428571436 4.8423788229317983 0.39818213880062109 0.14319836348295215 0.16054411977529529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 5 20 19 -7 12 10 11 -10 -4 16 15 -15 -14 -18 -16 -1 26 -22 23 -23 25 -25 27 -2 -28 -30 right_child=3 2 8 -5 -6 7 -8 -9 9 -11 -12 -13 13 14 18 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 28 -29 29 -31 leaf_value=-0.0015398886472157069 0.010782465749434512 0.013507929646451892 0.044046887214801315 0.005989537097648716 0.010889591688957222 -0.033746281585184112 0.001982639783225455 0.003392593067669107 0.021353306855022937 0.0012741490146614808 0.045076114580931859 -0.045344999935348532 -0.036121302367822287 0.0029408636820706579 -0.016704566898031591 0.041491995043991148 -0.025220137514652848 -0.0028913860371850568 0.0033721358375799438 -0.016377977255914587 -0.041551906969450492 -0.0062349331918525935 0.031194631358992007 -0.012854714567201978 0.030337115390595314 0.017380462817777026 0.016254690840697528 -0.041418300536276362 -0.033958233447115224 0.00031070664786553141 leaf_weight=805.259497885374 17.059664320200685 10.793180913198738 0.40341685153544204 62.628981746245699 11.814047953041152 1.7421541102230542 97.706140670896275 1.0796882456634191 0.75351125467568525 64.375503168674186 3.3619975047186017 0.6002687718719244 1.2507103126845347 1.8433449980802827 3.2407714878208917 1.5026723928749559 2.6690907349111503 10.180303872853981 5.2935808110050857 3.6602602382772593 0.64355385443195956 7.7053307857131603 2.5958765907125771 1.4591971547342835 3.2344432566314936 2.9761585049564019 3.8856852781027547 1.1486839381977905 1.4254773636348534 301.3455820363306 leaf_count=14089 420 340 9 1403 604 42 2145 25 30 1316 55 8 41 35 68 34 64 255 94 87 8 205 117 21 42 43 40 18 29 6250 internal_value=-6.81534e-12 -0.000820106 0.00259307 0.00197431 0.00127211 0.000944009 -0.00122017 -0.0195363 0.00135917 0.00321952 0.0297759 -0.00822086 -0.00351249 -0.00425098 0.00265016 0.0202539 -0.0100657 -0.00752954 -0.00425164 -0.00160703 0.00111226 0.00737527 0.00912739 0.00540164 0.0170921 0.00743333 0.000753398 0.00748935 0.000353438 0.000149365 internal_weight=1433.64 1012.89 106.268 420.745 358.116 346.301 906.626 2.82184 95.4752 69.0913 4.71578 1.35378 26.3839 25.9805 11.8804 3.34602 14.1001 12.8494 8.53435 808.92 343.48 18.6146 17.971 15.3751 7.6698 4.43536 324.865 18.2083 306.657 302.771 internal_count=27937 18670 2349 9267 7864 7260 16321 67 2009 1409 93 38 600 591 231 69 360 319 162 14176 7193 436 428 311 106 64 6757 438 6319 6279 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=0 1 1 6 4 4 6 6 8 6 6 0 8 6 0 0 4 6 7 4 4 7 7 4 5 6 4 0 7 7 split_gain=2.54017 1.11044 0.958877 0.88449 1.16525 1.97191 1.59993 1.5905 1.51775 1.38641 1.38128 2.90379 3.07946 2.35422 1.74582 1.54563 1.68818 1.56439 1.26711 1.21406 2.24598 1.45719 1.89541 1.20789 1.15101 1.08977 2.60123 1.92107 1.47378 1.48689 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 0.53522199392318737 7.3691543947335907 7.658161156827366 0.51052418351173412 0.38452295958995825 0.30952380952380959 0.49951618909835821 0.13484606146812442 0.31027376651763922 0.41428571428571431 0.091644059866666808 0.32830090820789343 0.31027376651763922 11.12914645856425 0.15397283434867862 0.073560051620006575 9.9902637869539355 10.081016401574114 0.13396485149860385 0.12651991844177249 7.1113841531889435 4.4551287731508555 0.55165287852287304 6.8395541436755876 0.34173625707626348 0.14839909225702289 0.17849697172641757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 23 7 10 -6 9 -9 11 -7 13 -13 -14 16 -12 -17 -19 -16 -21 22 -22 -2 -20 26 28 -28 -5 -30 right_child=1 -3 -4 25 5 6 -8 8 -10 -11 15 12 14 -15 19 17 -18 18 24 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.001416720106400658 -0.00015360518212324616 0.0045870656404971887 0.0019284143130049933 0.047430962357470484 0.033640801082177485 0.025263184647852089 0.019637530507530407 -0.052242217253624837 0.02487786445850192 0.014740408635328347 -0.017933657646730234 -0.028700412377554576 -0.014807081328695716 0.007469955340980535 0.04277281009022664 0.041589510749085713 0.0083684852214884163 0.025410197509408278 -0.0013338411689687135 -0.056351718927852311 0.01497413768145921 0.029935050014939481 -0.028672731629997512 -0.010711915813255287 0.027073912617946616 0.0023160071908320122 -0.054235665299165507 0.003049294244836158 -0.006016562491573332 0.021363272801527413 leaf_weight=747.01853047067198 315.11366900097346 88.762792218738468 86.000655207550153 1.3549188240431238 3.3567158632213241 6.0707374236080822 4.4998315887060008 0.64752877503633521 1.20414692023769 0.48746942379511893 8.4647967381752078 4.1828115647658732 2.0406525555299586 2.6427254499867558 1.2921037932392199 0.84591725748032232 2.9657146090175948 1.7608296443941061 44.803736475179903 0.41666701715439458 3.7362462519668025 3.4570020636310801 1.1776950290077364 10.063096659723668 1.3215109249576915 76.91246884962311 0.80767268873751108 1.5154567994177339 2.4584150114096683 6.5175649145094212 leaf_count=12543 7187 2466 1644 18 62 141 54 7 17 17 215 96 54 41 55 17 86 103 888 9 106 101 23 192 19 1595 12 22 36 111 internal_value=-1.27844e-11 0.00149023 -0.00107137 0.000951369 0.000374874 0.00329072 0.00220359 0.0204072 0.00141666 -0.0234739 0.00128259 0.00720698 0.00142133 -0.0146959 0.0104977 -0.00118088 -0.0111094 0.00114795 0.000433538 0.0156207 0.0116283 0.015012 0.00451355 -0.000480348 -0.000519945 0.00365825 0.0118165 -0.0168667 0.0182666 0.0138643 internal_weight=1431.9 598.881 833.019 510.118 420.552 95.3748 89.679 5.69586 2.33915 1.135 85.1791 25.0166 18.9459 6.82554 12.1204 60.1625 11.4305 48.732 47.8861 10.0797 8.78761 8.37094 4.91394 325.177 46.1252 89.5665 12.654 2.32313 10.3309 8.97598 internal_count=27937 13750 14187 11284 9490 2111 2008 103 41 24 1954 626 485 137 348 1328 301 1027 1010 294 239 230 129 7379 907 1794 199 34 165 147 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=4 0 6 1 6 6 4 8 7 6 7 0 0 6 6 6 7 0 6 0 7 7 0 0 0 0 8 4 0 0 split_gain=2.55314 1.42485 1.38828 1.2062 1.10531 2.76798 2.08849 2.44908 1.38956 1.47563 1.33218 1.67291 2.69124 1.72418 1.53672 1.66202 1.35479 1.64791 1.30379 1.24968 1.23781 1.22793 2.3919 1.18154 1.15508 1.18327 1.10258 1.55669 2.69236 1.3434 threshold=5.4875707448963515 0.33593283593654638 -1.0000000180025095e-35 1.0000000180025095e-35 0.26703691482543951 0.29233731329441076 3.105381043137704 0.30952380952380959 0.12829495221376422 0.23382568359375003 0.22730699926614764 0.37461771070957189 0.37283328175544744 0.32449534535408026 0.34058135747909551 0.3180318176746369 0.24028581380844119 0.35177671909332281 0.36615896224975591 0.35177671909332281 0.1189202591776848 0.19380632042884829 0.40599067509174352 0.34173625707626348 0.34620070457458502 0.35670730471611029 0.63333333333333341 4.7662774178869087 0.35177671909332281 0.3483808040618897 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 8 6 -6 -8 9 -4 11 12 14 -13 15 -7 -12 -18 -16 -11 -15 22 24 -23 -10 -26 27 29 -29 -20 right_child=-2 2 4 -5 5 10 7 -9 21 19 16 13 -14 20 18 -17 17 -19 26 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0014795887991573427 0.0022137247955964297 0.03708449958521131 0.01091878394199204 0.0020122664097218398 0.039139571927400994 0.0062503223690393468 -0.02319821235366509 0.034679224213447928 0.0039776272618977093 -0.040720350541730739 -0.034205093260310952 -0.024048899733693056 0.04001900695413891 0.021972255114810001 -0.024765013701795451 0.039041358620255456 -0.026561800188764764 0.028609756931265082 0.010723431039188226 0.016033071004965708 -0.0019992564667342507 -0.023315847399698372 0.049822381782440119 0.0049142936945967509 -0.033421193877634835 -0.012015810758343621 -0.036689481383668558 -0.0015912610209285927 0.044659787006052117 -0.0017447308919479997 leaf_weight=855.61629329070638 353.14324196271627 1.0252232629281923 9.1964621380902809 99.372783895203611 3.3649476324208072 3.415998362004756 1.4252181556075811 1.2223341688513756 2.189084309618921 0.99766645161434897 1.7673729632515454 3.0043004911858615 2.0739011801779261 2.1120046239811954 1.4614844066090871 2.3468813090585172 0.9394455850124358 1.0122470427304504 11.837476948450783 0.5372115116333589 23.623345899279229 1.5622222640668031 0.52248056326061565 9.1474002290051413 3.7365880740107951 6.1491292674327269 0.58792172744870086 2.2953868032200253 2.2363588457810692 22.677166148845572 leaf_count=15215 7791 20 281 2218 74 83 19 35 72 19 67 64 31 65 34 77 23 29 272 20 430 34 21 164 66 146 14 39 39 475 internal_value=2.73939e-11 -0.000725562 0.0023209 -0.00111624 0.00202742 0.00381348 0.0234561 0.00352291 -0.00255886 0.00637404 0.00236245 0.0032023 0.00657646 -0.00254261 0.00509634 0.0196042 -0.0151776 0.00205297 0.0030619 -0.0208565 -3.20036e-05 -0.00667188 -0.013021 0.000796338 -0.0157403 -0.0201066 0.004088 0.00470199 0.021233 0.00253147 internal_weight=1430.6 1077.46 122.467 954.989 121.442 87.4038 6.0125 2.64755 34.0382 10.7313 81.3913 77.6722 48.9326 28.7397 46.8587 5.76288 3.71907 1.95169 41.0958 1.53488 25.7354 23.3069 12.5973 10.7096 12.0748 9.88572 39.6343 39.0464 4.53175 34.5146 internal_count=27937 20146 2713 17433 2693 1870 128 54 823 320 1742 1623 1064 559 1033 160 119 52 873 39 495 503 305 198 284 212 839 825 78 747 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=0 1 6 1 6 6 7 7 0 6 6 6 7 7 0 0 0 6 0 7 6 0 0 0 0 6 6 0 6 0 split_gain=2.46316 1.18066 0.967972 0.936273 0.924741 1.87652 1.47729 2.38876 1.83728 2.04131 2.59231 1.88525 1.49206 1.3561 1.2955 1.37676 1.0606 2.15737 2.03799 2.31938 1.81828 2.1502 1.73357 2.10736 2.34944 1.92545 1.88314 3.66418 1.79447 1.77409 threshold=0.30130723118782049 1.0000000180025095e-35 0.62243640422821056 1.0000000180025095e-35 0.2432506009936333 0.24148909002542499 0.25562639534473425 0.25325515866279608 0.18560730665922168 0.20477745682001117 0.2275723069906235 0.23222099244594577 0.33815607428550726 0.19046599417924884 0.24045421183109286 0.19383288174867633 0.16054411977529529 0.58758777379989635 0.20976476371288302 0.33815607428550726 0.27044087648391729 0.19074301421642306 0.16462367773056033 0.17206241190433505 0.18711746484041217 0.47051844000816351 0.29616768658161169 0.19692191481590274 0.31220483779907232 0.17383250594139102 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 6 7 -1 9 -8 -11 -12 -10 -7 15 -14 17 -6 20 -20 21 -18 28 -24 25 -25 27 -26 -22 -27 right_child=3 -3 -4 -5 16 13 8 -9 12 10 11 -13 14 -15 -16 -17 18 -19 19 -21 22 -23 23 24 26 29 -28 -29 -30 -31 leaf_value=-0.0010421229024271334 0.0012295017355926597 0.0021613411058090475 0.0034720055586974518 0.0049888474678495987 0.0023434244013819023 0.0087012456578149863 -0.0063091142050769921 -0.042148367940388565 0.016531594014769349 0.051102177781606153 -0.035382247126608223 0.025641221539564149 -0.039305703018577949 0.049338053753374259 -0.044619600862788815 0.023881904311668794 0.00049812336616669034 -0.019074447668371113 -0.0021441543283706771 0.04236508170539615 0.02418483346815644 -0.031126891391352766 0.0072077312885895249 -0.0226751025813344 0.049764111303148374 -0.03670313730898505 -0.0050389494831515648 -0.013139268492428 -0.031352652620518125 0.01119831364632182 leaf_weight=402.45721177064115 391.64547473985294 103.80527523678029 37.756845564683317 70.331053269488621 62.898614632620593 2.3075414435006674 13.969644365650312 1.2763665765523899 13.577553102993987 1.3884411523977171 0.86601385474204995 0.96152175776660442 0.43909800797700826 1.0873632217990232 0.67840826441533852 1.0583388951199593 2.9041156251914781 4.5380461248569182 245.52113960860879 1.0582344996291784 0.60508783347904582 5.7976722093299031 11.113254905445499 11.992066329621595 1.6964414682006492 0.88368589826859434 26.919468991007307 1.638311496702954 3.888458807952702 3.2738799324069987 leaf_count=6270 8508 2168 920 1942 977 51 258 22 365 38 8 14 4 24 10 36 63 84 4752 63 16 63 211 237 24 16 575 31 84 103 internal_value=-4.09095e-11 -0.000861378 -0.00122515 0.00180182 -0.00144017 -0.000500937 -0.000673669 -0.00117208 0.00543531 -0.00134826 0.0202008 -0.00327595 0.0128356 0.0217169 -0.0102278 0.00535321 -0.00251451 0.000902142 -0.00324068 -0.00195314 -0.00773045 -0.0205724 -0.00592836 -0.00452634 -0.00733654 -0.0165758 -0.00240463 0.0188607 -0.0238741 0.00101691 internal_weight=1428.33 966.358 862.553 461.977 824.796 440.068 436.673 403.734 32.939 17.1856 3.21598 1.82754 15.7534 3.3949 2.17585 1.49744 384.728 67.4367 317.292 246.579 70.7124 8.70179 62.0107 57.5171 46.4039 16.1496 30.2542 3.33475 4.49355 4.15757 internal_count=27937 17487 15319 10450 14399 7100 7025 6292 733 318 60 22 415 75 50 40 7299 1061 6238 4815 1423 126 1297 1197 986 356 630 55 100 119 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=0 1 1 5 0 0 8 7 6 6 6 0 7 0 5 4 4 4 6 0 4 4 8 6 0 4 0 0 6 7 split_gain=2.45687 1.13565 0.980836 0.87509 0.847165 0.982706 1.28521 1.04482 0.924083 0.800372 1.10325 1.52251 0.980043 0.850472 0.828917 0.953626 1.6687 0.949779 2.25185 1.22237 1.01899 1.59914 1.44528 1.19168 1.21968 1.11286 1.01607 2.64631 1.17689 2.73112 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 6.9240744798897653 0.2814635187387467 0.34393528103828436 0.81666666666666676 0.075659349560737624 0.16025038808584216 0.62243640422821056 0.65015435218811046 0.21610419452190402 0.24028581380844119 0.24869694560766223 6.8167460111713192 14.126152142524594 13.380606354510272 10.320545151749769 0.27783079445362097 0.24122734367847445 6.6299929932292576 6.5250499573333594 0.18333333333333338 -0.056451981887221329 0.23967312276363376 6.7570245358586538 0.26542399823665624 0.2631110697984696 0.018345618620514873 0.12876180559396747 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 9 -3 -2 6 -6 8 -7 14 13 12 -12 -11 15 16 17 20 19 -19 21 23 -22 24 -1 -24 27 28 29 -27 right_child=1 3 -4 -5 5 7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0021062659274086459 0.0073375557734922311 0.0043327524391471063 0.0019762391700140318 0.036499367538214214 -0.00055936841297888121 0.00077040609577974932 0.016528214056112212 0.0020965400974087547 0.029224007266829648 0.010375231178046573 -0.019085363669662347 0.0091561997776713182 -0.0015484480363365306 -0.022917552466252124 0.010693018305424535 -0.020387328029075343 0.041140471126191701 0.0025556066364558171 0.027630322255538166 -0.035756711486414385 -0.044225994389105801 -0.027991556821460817 0.036707676762327314 -0.0018459257903275276 0.05669650948974346 -0.015195826234966306 -0.0067072244448552346 0.040946055836483503 0.00021121240416851361 0.032880348525117363 leaf_weight=0.63602928444743045 17.881394174997695 87.38748647000466 86.016850550891832 0.76786295743659039 305.00131259881891 1.7772485991008569 4.0136020533391266 176.04259126295801 2.4342779540456831 15.173005536315028 4.6620944100432116 7.1549965167505425 7.452820522012189 0.72348910197615701 4.8808323116973034 2.4525233316235235 0.8193451352417459 1.0305385217070573 0.89431100455112744 2.7482554948655888 0.56542089581489463 2.1030692025087765 0.91856200154870649 655.67808662555399 0.63382458407431841 1.5987544637173474 7.2591361517552278 1.8127291533164669 20.050913894658152 3.176277156395372 leaf_count=12 374 2429 1644 37 6811 67 218 3658 156 226 87 221 272 14 55 56 12 16 20 53 9 65 29 10733 11 27 151 23 411 40 internal_value=-4.41666e-12 0.00147013 -0.00105642 0.00461293 0.000923837 0.000689434 -0.000337428 0.00244981 0.0172167 -0.00140778 0.00300962 -0.00181659 -0.00829705 0.00885999 -0.00162742 -0.00171303 -0.0016476 -0.00169775 -0.0151772 -0.0253083 -0.00160704 -0.00187331 0.00335272 -0.0017897 0.0272441 0.0041254 0.00324249 0.00595382 0.00339877 0.0167837 internal_weight=1423.75 595.306 828.442 88.1553 507.15 489.269 309.015 180.254 4.21153 742.425 35.1664 19.2699 12.1149 15.8965 707.259 702.378 699.925 699.106 4.67311 3.77879 694.433 659.051 35.3818 656.948 1.26985 34.8164 33.8978 26.6387 24.8259 4.77503 internal_count=27937 13750 14187 2466 11284 10910 7029 3881 223 12543 820 580 359 240 11723 11668 11612 11600 89 69 11511 10821 690 10756 23 681 652 501 478 67 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=0 0 7 6 1 7 7 0 0 0 6 6 4 7 7 6 0 7 7 6 6 7 7 0 7 8 6 6 6 7 split_gain=2.43534 2.76858 1.90549 1.86369 1.85852 1.47119 1.40804 1.31743 1.31201 2.54977 2.72255 3.2176 2.64511 2.96208 2.48653 3.50699 1.68418 2.99772 1.7212 1.7125 3.84084 5.83382 2.37229 1.87203 2.80971 2.08785 2.04742 5.01949 2.99617 3.82815 threshold=0.20976476371288302 0.20700529962778094 0.17660862207412723 0.53522199392318737 1.0000000180025095e-35 0.17751230299472812 0.10856845602393152 0.22134421020746234 0.22705212235450747 0.2236462086439133 0.057358236983418472 0.17599163949489596 2.555843120094428 0.18601313233375552 0.25562639534473425 0.4456805288791657 0.24953934550285342 0.22978849709033969 0.28187274932861334 0.35339796543121343 0.32776552438735967 0.14393516629934314 0.18408000469207766 0.23635840415954593 0.20257358998060229 0.22500000000000003 0.14546769857406619 0.12275208905339242 0.18047484755516055 0.15309802442789081 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 8 -4 -3 -6 9 12 -11 -12 14 -14 -2 -16 17 19 -19 20 23 -22 -21 24 26 -25 27 -10 29 -28 right_child=3 2 5 -5 7 -7 -8 -9 16 10 11 -13 13 -15 15 -17 -18 18 -20 22 21 -23 -24 25 -26 -27 28 -29 -30 -31 leaf_value=-0.0017273023884712721 -0.0048266718668010791 -0.0095529969035176698 0.050496840757926105 0.0041652727833839205 0.020470898531835428 -0.0082044880201982591 -0.039467599216823503 0.0029754675752362535 0.0025064769718401115 -0.021189640716371114 0.034035100064061685 0.0074088354429099655 0.0022044537991712937 0.029045930922366504 0.032985367307649789 -0.028631797917833848 -3.5952074271800946e-05 0.013674744531089562 -0.011047640500720759 -0.021858029276064627 0.043067953747883733 -0.017923107063307495 0.00028635307555772863 -0.005619232171724991 -0.032512349144659711 -0.01945008078603027 0.0081917408400230488 -0.039256366263092174 -0.00030666225596050396 0.054611213508464145 leaf_weight=326.0277694469587 49.562173206126317 2.2583122248761338 0.41964629385620345 123.2444286015816 3.9900502953678361 4.5555501735616417 3.7970999516546726 132.77106823876966 10.797999053727834 1.9787784692598531 5.9618810671381679 12.972350332653148 11.772307532373818 5.3963653234386575 3.4845881014480247 1.0918054134526753 599.30658699383275 12.375707721337674 3.1872413193341336 11.843062201980503 3.6574628520756951 2.2984208444831893 6.8851903795730314 39.773407323285937 2.3188251121900967 13.044723811908623 5.1388093382120159 3.4074940849095574 16.357074784580618 2.3211602065712214 leaf_count=5452 611 40 8 2603 84 121 53 3278 173 46 65 156 168 71 79 39 12806 188 128 254 40 41 114 673 37 265 49 31 252 12 internal_value=-4.49331e-11 -0.00222742 -0.0170091 0.000691993 0.00024688 -0.00325317 -0.0283112 0.0034859 -0.0002901 0.00308227 0.0122935 0.0157927 0.000380798 0.0106411 -0.002873 0.0182852 -0.00071455 -0.00376304 0.00861168 -0.0053973 -0.00382527 0.019531 -0.0137169 -0.00531848 -0.000452396 -0.0090351 0.0015028 -0.00751124 0.00687915 0.0226351 internal_weight=1422 337.058 11.0306 1084.94 961.695 4.9752 6.05541 136.761 824.933 92.2202 20.913 18.9342 71.3072 17.1687 54.1386 4.57639 732.713 133.407 15.5629 117.844 99.1154 5.95588 18.7283 93.1595 40.3414 52.8181 38.0225 14.2055 23.817 7.45997 internal_count=27937 5674 222 22263 19660 129 93 3362 16298 1235 267 221 968 239 729 118 15063 2257 316 1941 1573 81 368 1492 554 938 517 204 313 61 is_linear=0 shrinkage=0.03 Tree=188 num_leaves=31 num_cat=0 split_feature=4 0 6 1 0 7 6 0 0 6 7 0 0 0 8 7 7 0 6 6 0 0 6 7 4 0 8 0 3 6 split_gain=2.48396 1.57782 1.30174 1.19173 1.15964 1.89184 1.07109 2.03701 3.77098 1.43898 1.02624 1.01327 1.14632 1.46758 1.0718 0.988092 1.57786 1.04356 1.82574 2.60701 2.90197 2.32583 1.8697 1.40342 1.39305 1.16184 1.39027 1.14613 1.36022 1.33657 threshold=5.4875707448963515 0.33593283593654638 -1.0000000180025095e-35 1.0000000180025095e-35 0.33347861468791967 0.21152842789888385 0.0966337025165558 0.22804515808820727 0.19544178247451785 0.10510858148336412 0.22730699926614764 0.39018172025680548 0.36913928389549261 0.36054804921150213 0.46428571428571436 0.23272842168807986 0.23754026740789416 0.37461771070957189 0.27044087648391729 0.34058135747909551 0.37283328175544744 0.34950956702232366 0.3180318176746369 0.11350248754024507 4.7662774178869087 0.41439051926136022 0.30952380952380959 0.3762121200561524 1.0000000180025095e-35 0.40714266896247869 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 -6 7 8 -5 -8 -2 12 13 -12 -13 17 -17 18 23 21 -21 22 24 -4 -20 26 27 29 -29 -19 right_child=10 2 15 6 5 -7 9 -9 -10 -11 11 14 -14 -15 -16 16 -18 25 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0014040295301774083 0.0017421537663361399 0.036666880844764146 0.0098382109714449505 -0.0040230864030755768 -0.019373856302302733 0.042032727861842624 0.039934005139578503 -0.011487373383589392 0.049816203819407844 0.0030438444193586524 0.0063130140230045354 0.045449638505953072 -0.016342606008064808 0.041282165454076244 0.0021687986006583919 -0.039602828813265205 0.0001572341716523868 0.014061028258451673 0.0037761511237048521 0.0028657399781205116 0.039387045638778678 0.036200756558490157 0.034950133447125088 -0.0058279020885281755 -0.047196359364887565 0.011911114279273525 -0.014398794136777414 0.0057477282073716655 -0.013610049376216913 -0.041532541145435378 leaf_weight=838.9296011727929 326.59794959097053 0.99590302532305841 6.9684298726497245 4.6468057013116804 5.6615554330055593 0.490674469154328 0.96320969151565705 12.459806529674095 1.5652245441451667 79.291604417434428 19.509336607821762 1.2661488670855754 1.8595809610560525 1.1434303094865743 0.86795165762305249 1.29475075053051 2.9336302892770618 0.5813184129074277 3.0965530832763748 40.466960399731761 2.0577066005207589 4.9755230469163507 1.5705726591404525 19.683585244230926 0.57162138354033221 5.0071210262831292 8.0382152723614109 17.073347505647693 4.0399870238034046 1.1777521944604812 leaf_count=15056 6963 20 199 86 139 20 21 406 53 1652 754 11 29 21 13 33 77 17 76 900 27 117 42 450 8 93 174 373 87 20 internal_value=-7.20626e-11 -0.000721802 0.00251044 -0.0011345 -0.0014992 -0.0144763 0.00198091 -0.0044908 0.00954262 0.0034866 0.00218762 0.00809058 0.00621773 0.00824906 0.0278471 0.00222587 -0.0120175 0.00274818 0.00466781 0.00790192 0.00463295 0.0215115 0.00756027 -0.00173184 -0.00416703 -0.00149488 -0.00366648 0.000105255 0.00204366 -0.0231606 internal_weight=1415.79 1064.54 120.533 944.008 845.082 6.15223 98.9267 18.6718 6.21203 80.2548 351.244 24.6464 22.5123 20.6528 2.1341 119.537 4.22838 115.309 79.391 52.7389 42.5247 10.2143 5.23875 26.652 3.66817 35.9177 30.9106 22.8724 21.1133 1.75907 internal_count=27937 20146 2713 17433 15215 159 2218 545 139 1673 7791 828 804 775 24 2693 110 2583 1819 1170 927 243 126 649 84 764 671 497 460 37 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=0 1 4 8 6 6 3 5 1 4 5 6 7 4 7 6 7 7 7 6 0 6 0 6 6 8 0 0 6 6 split_gain=2.44965 1.20776 0.973974 1.09666 1.13976 2.02445 1.61945 0.918278 0.88507 0.870712 0.848481 0.786956 0.783012 1.53747 1.78561 2.33732 1.38787 1.33194 1.32317 1.30773 0.964002 1.01788 1.63668 0.953374 1.54239 2.53929 3.00998 1.38703 1.24812 1.04643 threshold=0.30130723118782049 1.0000000180025095e-35 4.437744198603955 0.46428571428571436 0.35994276404380804 0.28428718447685247 1.0000000180025095e-35 6.3985309064871325 1.0000000180025095e-35 10.881681250739051 4.4361744411599062 -1.0000000180025095e-35 0.11016714945435525 2.5289968048817539 0.070646964013576521 0.23382568359375003 0.073560051620006575 0.083783496171236052 0.090423855930566802 0.22203125059604648 0.25871095061302191 0.074859566986560835 0.23035723716020587 1.0000000180025095e-35 0.11946397647261621 0.22500000000000003 0.24369046092033389 0.27914373576641088 0.12079488858580591 0.12469720467925073 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -5 -6 10 -2 11 -1 -3 13 14 -13 18 -15 -18 -16 20 21 -20 -23 -14 25 26 -25 -27 -26 -30 right_child=8 9 -4 4 6 -7 -8 -9 -10 -11 -12 12 23 16 15 -17 17 -19 19 -21 -22 22 -24 24 28 27 -28 -29 29 -31 leaf_value=-0.0016450661197018089 0.0012412159915342383 -0.0097252603377418929 0.00088679373669484053 -0.026031571470567973 0.0077946508732708057 0.05094119065206533 -0.044539262339749072 0.011959359384231072 0.0049050822309221406 0.027567785018825047 -0.016139604886945054 -0.0046011903361432779 0.02693005602303223 0.015638780588355584 0.048691624151611032 -0.025272809686774891 -0.049719681766829324 -0.0041467546568276469 -0.0097100311104071756 0.059383029699215654 -0.010800416659528054 0.009369010063968888 0.050340028076933351 0.036230564083924006 0.046835364756802653 -0.029401855909818652 -0.01505265091278892 0.011727273010868386 -0.023974461162408239 0.0024812331992115819 leaf_weight=680.83329071619664 389.58913461661723 4.9849940477870396 158.01689845120563 0.75016497843898766 0.75267537473700952 0.52116916025988758 1.8164258021861315 4.443651711480924 70.001095262254239 1.203412601025774 3.6542678317055097 3.1501108193770078 1.2557840277440835 3.1914430293254537 1.8940471964888255 0.85934150044340629 0.6306873948778956 6.8036363316496136 0.78149319859221567 0.67263523116707791 1.0480923026334492 1.9170292448252442 1.6182621438056228 1.8335169365163873 0.56130134966224332 4.9299311712384224 2.3505486391950399 0.86786640994250763 1.375830266624688 61.222618252344546 leaf_count=11408 8508 100 3557 34 54 15 59 83 1942 31 109 69 33 64 44 39 26 225 11 13 26 42 32 59 12 113 60 31 19 1119 internal_value=-3.57741e-11 -0.000866852 -0.00123854 -0.00172332 -0.0177101 0.00552255 -0.0292069 -0.0016342 0.00179927 0.0021988 -0.00172245 0.00189934 0.00249697 0.00739187 0.0147786 0.0217231 -0.00090914 -0.00801291 0.0268148 0.0199518 0.015008 0.0212741 0.0281233 0.00101221 0.000567222 -0.0103913 0.00742038 -0.0232453 0.00229912 0.00189977 internal_weight=1413.53 953.941 850.789 692.772 3.84044 1.27133 2.5691 688.931 459.59 103.153 684.488 101.949 96.9642 22.5668 11.941 8.7909 10.6258 7.43432 7.93156 6.03751 5.36488 4.31678 3.53529 74.3974 73.1416 9.98186 4.18407 5.7978 63.1597 62.5984 internal_count=27937 17487 15319 11762 162 49 113 11600 10450 2168 11517 2137 2037 591 276 207 315 251 168 124 111 85 74 1446 1413 263 119 144 1150 1138 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=31 num_cat=0 split_feature=0 5 0 0 0 7 0 1 7 6 0 8 6 6 7 6 7 0 0 6 6 6 0 4 6 0 0 0 0 8 split_gain=2.41173 1.69524 1.64306 1.84696 1.6091 2.72097 1.538 1.47156 1.45589 1.2273 2.15609 1.04304 1.0352 2.88867 2.64873 2.40224 1.93661 3.98958 3.50493 2.44861 3.11009 2.40505 7.77036 2.11957 2.42082 3.17221 2.7942 1.92235 1.83683 2.68839 threshold=0.25960800051689154 6.9240744798897653 0.26704458892345434 0.26868095993995672 0.25706911087036138 0.17660862207412723 0.25786741077899938 1.0000000180025095e-35 0.1868301257491112 0.5158887803554536 0.26781275868415838 0.81666666666666676 0.17462222278118136 0.15397283434867862 0.044574156403541572 0.15002845972776416 0.13838814198970797 0.1478260010480881 0.16634598374366763 0.18047484755516055 0.18327824026346209 0.17828142642974856 0.22705212235450747 3.1611572860905777 0.18576741218566897 0.21475280076265338 0.20399547368288043 0.1456677243113518 0.21741776913404467 0.30952380952380959 decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 7 -6 -7 12 -8 11 -11 -2 13 15 -14 -1 17 27 -19 -20 -21 22 -18 24 25 26 -23 -16 29 -15 right_child=1 2 3 -5 5 6 8 -9 -10 10 -12 -13 14 28 16 -17 21 18 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.001020060906271299 0.00033617350024610918 0.042182252089564103 -0.043798115863483929 0.011645722415060311 -0.0174914264091003 0.036605774975388562 0.025187978816076134 0.0032829296481281705 -0.018459479223224187 0.026968248543521516 0.0031655871396196302 0.010450081443999006 0.052998433793340335 0.0046424619134658182 0.0063229949106960118 -0.037896418685455999 -0.030886877995257626 -0.044266150209575576 -0.025407124926010338 0.030069376359435674 -0.0068143617527054957 -0.032526553810520387 0.057375228903910523 0.0039673444787173204 -0.0025197673145321256 -0.044505827886274378 0.036611217015479015 0.057606330847984687 0.016272216465395006 -0.04802954792283811 leaf_weight=179.51540783725068 599.69810721448448 1.4891300220624533 0.57551436981884663 8.9512047161115316 12.550094473641368 1.3563079118030135 1.1028433260507884 63.721885854145512 1.8275042917230164 3.5383405634202054 106.91398603086418 9.3197371691858262 0.77403981983661552 18.418494576122615 1.5157486740499726 1.6040816516615439 1.4898615325801068 2.4127229601144782 6.0958955232053986 2.1428621849045149 51.666336641981616 0.99321588734164779 2.258635695790872 47.464490589984052 263.80236065904319 2.8261956097558141 1.1186392679810522 1.1622789390385151 14.504288025666026 0.91546613164245982 leaf_count=2793 13449 16 6 228 227 33 18 1180 52 68 2243 490 9 217 19 36 13 22 62 11 900 20 16 1192 4363 41 13 4 179 17 internal_value=-2.14726e-13 0.00119744 0.0128771 0.00829633 -0.001284 -0.010443 0.0101926 -0.0010519 -0.00203265 0.00101861 0.00392811 0.000490946 -0.00151175 0.000156538 -0.00244147 -0.00134666 -0.00255295 -0.00727402 -0.00881481 -0.00738698 -0.00534553 -0.0015939 0.022295 -0.00187709 -0.00290933 -0.0237206 0.00409538 0.0285802 0.00820239 0.00214843 internal_weight=1411.73 730.486 11.0158 9.52672 681.24 16.8368 4.28666 664.403 2.93035 719.47 110.452 609.018 600.681 214.958 385.723 181.119 384.949 64.9958 62.3178 59.9051 53.8092 319.953 3.7485 316.205 268.74 4.93805 2.11186 2.67803 33.8382 19.334 internal_count=27937 16500 250 234 11437 330 103 11107 70 16250 2311 13939 9927 3242 6685 2829 6676 1018 995 973 911 5658 29 5629 4437 74 33 23 413 234 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=0 1 6 5 6 7 6 6 7 4 6 4 0 6 4 6 7 7 4 7 7 4 4 6 6 7 0 0 6 6 split_gain=2.39738 1.25086 0.874585 1.00512 0.903634 1.75701 2.32752 1.87804 1.52213 1.19205 1.86129 1.86208 2.72535 1.44024 1.75006 1.48399 1.39545 1.55011 1.24867 1.32331 1.46792 2.35935 1.80152 1.59975 1.80064 1.31732 1.29461 1.25974 1.25649 1.20071 threshold=0.30130723118782049 1.0000000180025095e-35 0.62243640422821056 8.1967509811877814 0.18327824026346209 0.044574156403541572 0.23862028121948245 0.18576741218566897 0.093041922897100462 3.3690377498030597 0.28231169283390051 8.2555078687449743 0.28760881721973425 0.27927467226982122 7.3691543947335907 0.23710254579782489 0.11016714945435525 0.12876180559396747 8.3430480616909453 0.098213501274585738 0.19220362603664401 4.4461383521055833 7.8594696930916443 0.31987650692462927 0.2948101162910462 0.19046599417924884 0.28071515262126928 0.2814635187387467 0.33062003552913671 0.32449534535408026 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -6 -7 -9 -10 11 12 13 14 -11 -16 -13 -18 19 -12 21 -21 23 24 -22 -23 28 29 -20 -25 right_child=-2 -3 -4 -5 5 7 -8 8 9 10 18 16 -14 -15 15 -17 17 -19 26 20 22 25 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-0.00027110384948826025 0.0017774337667815225 0.002272014637410307 0.0032518731438314634 0.027849372902465024 0.052526179432172332 -0.020956226945222298 -0.0014747192111869223 -0.0092001985150194782 -0.0026997748877246597 0.0050807901109371622 0.049108561077432764 0.027782911670038043 0.030254621053341452 0.030769681756279418 0.030251772917030722 -0.044632347787059011 -0.044139755942622247 -0.0060173849206349318 -0.022827560533202163 -0.030997319458803633 -0.0079863312859622514 -0.0049144834717595185 -0.037360746642450621 -0.049024818444816105 0.03587869595402144 -0.054571792389945813 -0.0065162539836166019 -0.014585655487048379 0.020497248304888385 0.0064468462579807435 leaf_weight=326.76972714106523 459.7426781358954 102.18422699684015 37.254075308170286 1.052419140934943 1.218542468035593 4.8899064257275304 1.7499937115935607 26.884583154314896 342.26186181257799 31.939284644751751 0.40928956121206184 0.72760805767029424 4.3393203746527425 1.8573167342692602 0.30186090036295254 1.1288978396914897 1.3410530528053639 3.377811748534441 0.67778075835667362 3.9511006621178266 1.2807916968595301 23.09464069840033 1.0343413883820165 0.36371378600597282 2.459691945463419 0.49102403223514457 3.8613637620583177 4.3894592719734637 5.4211526410654187 10.196808474524003 leaf_count=5358 10450 2168 920 10 20 74 38 617 6138 503 3 9 91 20 23 23 23 91 18 91 13 507 25 7 20 4 90 109 96 378 internal_value=-1.29529e-11 -0.000862978 -0.00124221 -0.00144955 -0.00148779 -0.00231668 0.0206919 -0.00245996 -0.00226826 -0.00184938 0.000986225 0.00555732 0.00782115 0.00505778 0.0036267 -0.0288333 -0.0108886 -0.0168514 -0.00258406 -0.00460254 -0.00506769 -0.00954244 0.00117928 0.00331211 0.0208587 -0.00594829 0.0070766 -0.00107805 0.0156825 0.00453635 internal_weight=1406.65 946.91 844.725 807.471 806.419 479.649 2.96854 476.681 471.791 444.906 102.644 45.0132 39.5667 35.2274 33.37 1.43076 5.44647 4.71886 57.6312 47.6709 47.2616 27.5368 19.7248 18.6905 3.74048 23.5857 9.9603 14.95 6.09893 10.5605 internal_count=27937 17487 15319 14399 14389 9031 58 8973 8899 8282 2144 783 660 569 549 46 123 114 1361 1157 1154 602 552 527 33 511 204 494 114 385 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=0 1 1 5 6 0 0 7 7 7 7 5 2 0 4 4 6 7 0 0 0 7 6 6 6 0 0 0 0 2 split_gain=2.41272 1.04104 1.03604 0.86832 0.828136 1.11238 0.887578 1.12612 1.66771 1.38707 1.34028 0.900547 0.901489 0.782618 0.898962 1.07167 0.778161 0.877932 0.74296 2.24684 2.33899 2.57035 2.12208 2.1621 2.02597 1.53503 2.42142 1.32322 2.71866 1.30961 threshold=0.27846254408359533 1.0000000180025095e-35 1.0000000180025095e-35 6.9240744798897653 -0.018124056048691269 0.32830090820789343 0.2814635187387467 0.10070703178644182 0.1147204600274563 0.1650124937295914 0.18472351133823398 12.293853605328623 1.0000000180025095e-35 0.45072206854820257 14.240334341506205 9.0428271805388203 -0.056451981887221329 0.11068867519497873 0.15415199100971225 0.18711746484041217 0.18897863477468493 0.25562639534473425 0.44398242235183721 0.68199843168258678 0.17126950621604922 0.23139642924070361 0.27522246539592748 0.27361580729484564 0.26542399823665624 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 16 4 -4 5 -2 7 -6 -9 -10 -11 12 13 -8 15 -15 17 -1 -18 -20 24 29 25 -24 -21 -23 27 28 -27 -22 right_child=2 -3 3 -5 6 -7 11 8 9 10 -12 -13 -14 14 -16 -17 18 -19 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0040701103455950856 -0.01725897782512497 0.0020915165698216498 0.0041882673639740036 0.036507234618099516 0.027123351967399911 0.018063734610489435 0.0005813683017129622 -0.020332852294539249 0.017437860497054682 -0.025212467188162942 0.006695442480685332 0.033978451008968596 0.034141767163394725 0.0081498491753652976 -0.012896873405995565 0.039469770779207256 0.00061103836674094452 0.045483231779053883 -0.0060944676317007274 0.036004755900822132 -0.0020628639578263237 0.019979907370444264 -0.0096706050527659137 0.025735975604253218 0.0010707214249045698 -0.0067891804911813999 0.051745481994218946 -0.045485620140506999 0.042129573041663211 0.01332667272799724 leaf_weight=1.5530463960021728 4.382048867410048 84.456211788346991 86.940950529249676 0.75467671221122046 2.3264520752709386 0.98225646978244174 473.91398525670229 2.0678232221398494 7.2566190571524185 1.6376538504846392 4.2844858842436224 0.73592712392564763 0.72728711034869675 3.3964119837619355 1.0969128399156032 1.3838714482262728 126.19206804042915 0.65502156130969513 97.285278878753161 2.8221163477282962 460.20486597172567 11.488702197497338 9.076973691575402 1.8724035397171963 3.1750217017615796 5.9962866093628673 0.8368347780779003 0.58154308120720077 1.2326480787596663 5.0309961840976021 leaf_count=25 110 1644 2429 37 65 43 10548 46 117 33 108 24 88 43 17 42 1808 12 1812 35 7572 334 387 113 67 176 26 9 45 122 internal_value=-1.13279e-11 -0.00106134 0.00145686 0.00446639 0.000933408 -0.010791 0.00105949 0.00768186 0.00471531 0.00864551 -0.00212808 0.000817675 0.000766888 0.000716297 0.0115964 0.0172168 -0.00142711 0.0163553 -0.00148121 -0.00192154 -0.00111336 -0.00133839 0.00701368 -0.00361589 0.0175099 0.0127937 0.00324628 -0.00195004 0.00155224 -0.00189644 internal_weight=1404.35 812.46 591.887 87.6956 504.192 5.36431 498.827 17.573 15.2466 13.1788 5.92214 481.254 480.518 479.791 5.8772 4.78028 728.004 2.20807 725.796 599.604 502.318 496.321 31.0854 10.9494 5.99714 20.136 8.64731 7.81048 7.22893 465.236 internal_count=27937 14187 13750 2466 11284 153 11131 369 304 258 141 10762 10738 10650 102 85 12543 37 12506 10698 8886 8784 1090 500 102 590 256 230 221 7694 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=1 0 4 4 5 8 4 3 4 8 7 6 6 5 6 2 6 7 0 7 0 0 6 6 6 0 0 0 0 0 split_gain=2.33793 1.81198 1.41066 1.81517 1.21888 1.19887 1.19114 1.21336 1.63222 1.43085 1.71895 1.05764 2.51699 1.19613 1.11097 0.953939 1.60312 0.95382 1.6321 0.949066 0.929623 1.41038 1.9227 1.02482 1.23769 0.944339 0.898877 2.08011 0.884065 2.22496 threshold=1.0000000180025095e-35 0.34393528103828436 7.523290384156204 7.4268715355601502 8.1967509811877814 0.22500000000000003 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.46428571428571436 0.13665224611759189 0.55492839217185985 0.53522199392318737 8.2700527182837185 0.5158887803554536 1.0000000180025095e-35 0.38737140595912939 0.25437921285629278 0.2200538516044617 0.075659349560737624 0.20840417593717578 0.22607677429914477 0.3392148911952973 0.20896020531654361 0.14546769857406619 0.18560730665922168 0.3762121200561524 0.36626343429088598 0.25105556845664984 0.25267314910888677 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 15 -5 -4 11 -9 10 -10 12 14 -13 17 -1 20 18 -8 26 23 -22 -23 24 -17 -25 27 -3 -20 -30 right_child=-2 19 6 5 -6 -7 7 8 9 -11 -12 13 -14 -15 -16 16 -18 -19 28 -21 21 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-0.001343921820598721 0.0032751213815571346 0.022088274751069573 0.016913749494955967 -0.057740812403977479 0.017494863409925336 -0.013750093262825955 0.034496102563964577 -0.047819411376294453 -0.007859842011977803 -0.0065245385650763684 0.033724292929231646 0.022581173803154886 -0.054958270226193762 -0.024702125678408657 0.031284525423408226 -0.011294220331951333 0.029068954016058128 -0.025801275408827391 -0.0098452699069889234 0.0019952320039826744 0.050030751338747417 0.035005791859900139 -0.035660518235431891 -0.023464069219834849 0.025101308456241658 0.0039306415344424889 0.035132504478186131 -0.038494459704647793 0.041578329648540968 0.0027044885530398423 leaf_weight=952.58707907902863 172.07571889249812 1.9165290258824819 5.1261429287260389 0.73541616462171022 3.1371970853506346 2.3055036937585101 1.4936851251404721 0.74734971672296779 1.6684593420941412 15.808588641695676 1.9289821037091313 4.4545427160337558 0.66578833013772865 0.5398687480483203 1.2858641752973188 1.4701387005625277 2.3902379776700391 1.0112320926273231 4.5935707748867562 175.10218479007017 0.82717961457092259 0.71038744159159228 0.67651901207864285 2.7231221536640078 1.9648119239136574 1.938815417466685 1.4953705070074645 0.69505411945283402 1.3731501270085562 37.87303121748846 leaf_count=17634 4110 100 126 6 75 58 20 13 31 381 48 91 8 12 14 73 133 38 94 3658 17 56 11 72 30 24 99 24 9 872 internal_value=-5.09267e-11 -0.000458467 -0.000934302 -0.00124701 -0.00117435 -0.0243888 0.00293217 0.0019563 -0.00431401 -0.00263856 0.014438 0.0043276 0.0029685 0.0174701 0.00377822 -0.00123502 0.00693236 0.00301503 0.00365783 0.00232958 0.00180076 0.0190268 0.000535477 -0.00290969 0.00952424 -0.0120711 0.0165848 0.00596461 0.00260712 0.00406461 internal_weight=1401.32 1229.25 1050.04 971.466 968.425 3.04092 78.5703 73.4441 20.1534 19.406 3.59744 53.2907 48.2963 4.99441 47.6305 965.288 12.7012 46.3447 45.3334 179.209 10.311 2.21409 1.38691 8.09689 3.43495 4.66194 4.10695 2.61158 43.8398 39.2462 internal_count=27937 23827 19946 18189 18125 64 1757 1631 473 460 79 1158 1055 103 1047 18050 416 1033 995 3881 283 84 67 199 103 96 223 124 975 881 is_linear=0 shrinkage=0.03 Tree=194 num_leaves=31 num_cat=0 split_feature=1 4 0 7 4 0 0 6 0 0 0 5 0 0 3 5 5 8 6 6 7 6 7 0 0 7 7 7 7 0 split_gain=2.31532 1.83953 1.41783 1.65483 1.32146 1.4825 1.81128 1.21454 1.21195 1.70376 1.60254 2.10108 1.26176 2.32612 1.1744 1.085 1.48395 1.08425 0.952715 1.64378 2.56002 1.48009 1.30045 1.34833 1.50701 1.24766 1.16076 1.41083 2.85075 1.97067 threshold=1.0000000180025095e-35 4.2889548831738527 0.33593283593654638 0.11350248754024507 3.620247068523311 0.26026690006256109 0.2631110697984696 0.41682198643684393 0.30955913662910467 0.31192713975906378 0.27217136323452001 3.3617177977823878 0.27679023146629339 0.28071515262126928 1.0000000180025095e-35 5.8620386932602271 6.9240744798897653 0.46428571428571436 0.54385313391685497 0.53027635812759411 0.13665224611759189 0.55492839217185985 0.19701591134071353 0.29904408752918249 0.22922080755233767 0.24570301920175555 0.17132436484098437 0.22133941948413852 0.21760539710521701 0.11601475998759271 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 18 14 -7 -4 10 -10 -8 12 -12 -14 -6 17 -17 -5 19 -1 -21 22 -20 24 -24 -22 -23 28 29 -28 right_child=-2 -3 3 15 5 6 8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 21 20 25 26 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0015859568613954349 0.0032593528870992362 0.0013268757253053752 0.0098535204449877439 0.0024084871427956242 -0.0022095230904302138 0.039869884420405843 -0.02962776520307802 0.039821432581259898 -0.053525536643890127 -0.0087666912300971376 0.043245060385567684 -0.038747785968925197 -0.047085346476901206 0.014284080077442064 -0.025644587555934007 -0.051804061610785275 0.0026100068461574564 -0.01727467282188315 0.030786550577449279 0.028542581056329966 -0.030430466932390252 0.011787617392474737 0.0060786788221316879 0.041183969650853518 -0.044356315937887705 0.00061787143278505484 -0.049636133486384883 0.0021339597486793364 -0.047259667636877112 -0.0018724339298769681 leaf_weight=675.68591645835841 172.04308892564586 365.49090871416411 6.2045112671330562 71.537210057023913 2.8108355249278265 0.84623035741969843 1.2493790038861314 1.5141808710177427 0.92649407219141622 4.4022981284069829 1.0347043043002484 0.79675126448273648 0.63010677346028376 4.7178767318837345 6.1035764918196946 0.81529306247830291 1.0096679837442932 2.6106400396674863 2.8012786393519482 1.0088440403342236 4.8066835566423833 7.2354228507901999 2.9387891289807162 0.74879483506083477 0.65139495767652977 1.5374009716324506 0.81959337182343261 40.170419235771988 1.5254225438693527 15.111768914386628 leaf_count=11753 4110 8271 167 1504 53 11 20 66 9 97 20 9 13 98 122 14 26 32 40 10 99 216 64 2 11 32 15 673 24 356 internal_value=-3.8527e-11 -0.000456732 -0.00121277 0.00249764 -0.00161162 -0.00861463 -0.00272987 0.0157323 -0.00535018 -0.0165487 0.00172965 0.00718653 0.0129205 0.00705345 -0.0182552 0.00115302 -0.0216992 0.00171547 -0.00139349 -0.00173948 -0.0158474 0.00188871 0.0148525 0.00456532 -0.00307213 -0.0229063 0.000461626 -0.000960417 -0.008081 -0.00432965 internal_weight=1399.79 1227.74 862.251 83.6915 778.56 23.5183 14.6038 7.71869 13.7576 5.32879 8.42882 7.17944 6.38269 5.34798 8.91441 75.9728 1.82496 74.1479 755.042 683.039 7.35293 72.0029 7.14026 4.33898 3.59018 6.34408 64.8626 57.6272 17.4568 15.9314 internal_count=27937 23827 15556 1809 13747 452 277 233 266 106 160 140 131 111 175 1576 40 1536 13295 11894 141 1401 117 77 75 131 1284 1068 395 371 is_linear=0 shrinkage=0.03 Tree=195 num_leaves=31 num_cat=0 split_feature=0 1 5 6 8 0 0 7 0 0 0 6 0 6 0 0 6 4 7 7 6 8 7 6 6 0 0 6 6 4 split_gain=2.29687 1.20249 1.08148 1.38734 0.955921 0.934145 3.21208 2.53538 2.55574 2.27405 3.64455 2.58336 1.93301 1.91646 1.88438 4.27524 2.41256 2.11241 2.688 2.03153 2.15245 1.80462 1.79461 1.644 1.5192 1.46291 1.36189 1.33156 1.27523 1.68179 threshold=0.3194758147001267 1.0000000180025095e-35 6.9240744798897653 0.63250949978828441 0.46428571428571436 0.20976476371288302 0.19973861426115039 0.11592447012662889 0.20700529962778094 0.18711746484041217 0.17206241190433505 0.16881716251373294 0.19074301421642306 0.19080440700054171 0.22607677429914477 0.2236462086439133 0.057358236983418472 2.555843120094428 0.18601313233375552 0.25562639534473425 0.4456805288791657 0.30952380952380959 0.15890080481767657 0.078136764466762557 0.55996587872505199 0.2200538516044617 0.21610419452190402 0.68199843168258678 0.43098473548889166 6.5250499573333594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -2 4 -4 6 9 8 23 10 -1 12 -11 -13 15 17 -17 19 -19 24 25 -14 -9 -8 -7 -21 -26 -16 29 -15 right_child=2 -3 3 -5 -6 14 7 22 -10 11 -12 13 21 28 27 16 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.00059214112088647121 0.0019319825808150333 0.0021561551482890459 -0.014232467408981203 0.031850206324560593 0.025432690890155766 -0.0051494425802342128 -0.026449448054219338 -0.02864580897289612 -0.020971541650815446 0.026531882162877218 -0.010136008258201821 -0.022730391255425114 0.00311076815068052 0.0074499411749000865 -0.001234215339068246 -0.029589386388156214 0.021284280399296689 0.001465839254684105 0.025862222581808057 0.04634192472729514 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0.0161632 -0.000162857 -0.00105327 -0.00242111 -0.0107829 0.00350387 -0.0012825 -0.00254757 0.00477116 0.0128932 -0.00142574 -0.000396843 0.00365098 0.0182578 0.00068969 0.00949825 -0.00222853 0.0155231 0.00651276 -0.0151719 0.0144928 -0.00408251 0.0303222 0.0213941 -0.00105904 0.00166402 0.00549129 internal_weight=1397.17 1054.69 342.479 4.87534 2.38901 936.345 303.635 36.3904 8.5521 267.245 221.05 46.1944 19.9919 26.2025 632.71 88.9543 14.9942 73.96 18.405 55.555 5.25349 13.6202 27.8383 5.90215 50.3015 3.29592 2.0219 543.756 22.8837 17.711 internal_count=27937 20127 7810 119 50 17460 5116 709 130 4407 3625 782 244 538 12344 1297 192 1105 307 798 140 177 579 89 658 79 31 11047 496 291 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=4 0 7 6 6 7 1 7 8 0 0 7 0 0 4 0 0 4 0 3 4 1 4 6 0 6 0 0 6 0 split_gain=2.32279 1.58632 1.45052 1.16621 1.42328 1.00628 1.05694 0.995475 1.04569 1.95715 2.10766 2.39041 1.82395 2.8112 1.52509 1.28452 1.32057 1.19922 1.1961 1.01297 0.987834 0.984486 0.950583 2.45845 0.942007 1.47256 1.27047 1.25863 1.64161 1.08588 threshold=4.659615602645597 0.33861973881721502 0.11350248754024507 0.50882095098495495 0.50262513756752025 0.17751230299472812 1.0000000180025095e-35 0.17909063398838046 0.30952380952380959 0.27914373576641088 0.3251031786203385 0.19501011818647387 0.26175463199615484 0.28307606279850012 6.3535628192398717 0.29904408752918249 0.28307606279850012 6.3535628192398717 0.10555810853838922 1.0000000180025095e-35 8.5101283343422462 1.0000000180025095e-35 4.750962284912787 0.30286313593387609 0.33347861468791967 0.23710254579782489 0.31192713975906378 0.29826995730400091 0.27666400372982031 0.3554977178573609 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 -3 4 5 6 22 -7 9 -9 15 -12 18 17 -15 16 -11 -14 -10 -20 -6 -1 23 -2 25 26 -16 28 -27 -26 right_child=3 2 -4 -5 20 7 -8 8 12 10 11 -13 13 14 24 -17 -18 -19 19 -21 -22 -23 -24 -25 29 27 -28 -29 -30 -31 leaf_value=-0.0015418146429247727 0.023472475047069508 0.014759247883451019 0.0017333351530123629 0.0057224432138064628 -0.033557677454977952 0.024851988367795695 0.004620462291380723 -0.025213218194461456 -0.033081752328596808 0.033967291760244156 -0.048391786887889233 -0.0010851716351749717 -0.0033136678177540513 -0.0014005084142527967 0.015976614451360328 0.024630250419232183 -0.029323205805603485 -0.030804893127413104 0.011959860068521948 0.031632044864044369 0.0020652757343394956 0.001650500076781499 -0.00083975964202858821 -0.0078215994132698908 -0.0069478176282505334 0.055547902069611792 -0.010715490156259133 0.032381978942791621 -0.022599658372022678 0.0089136316557716522 leaf_weight=787.79075162489244 4.9095385080436227 8.4469414179329743 86.310654457600322 60.873413919420273 1.7841178551316255 2.0443807980045667 45.35349012070219 2.9980607213219619 0.42688193707726796 0.43583344668149748 1.1647709310054777 5.5039153302786872 2.8845636429905417 19.977951657303493 4.1445705245714617 3.9551734551787376 0.92946648853830993 2.8283172931987792 7.5438285299023828 3.4254994997172616 1.1535914267878977 97.730149577837437 205.58523841842543 4.1854298305697739 5.0947818346321609 0.33152867667376973 2.6190202452708036 5.0780831790762022 0.89511811919510365 16.352605633554049 leaf_count=14359 104 274 1839 1403 77 43 1148 65 8 6 25 95 78 506 102 45 37 64 238 72 32 2198 4406 111 103 12 54 62 26 345 internal_value=-9.43534e-12 -0.000794721 0.0028945 0.0018887 0.00122496 0.00140016 0.000459226 0.00416066 0.00367214 -0.00353386 0.00188737 -0.00934787 0.00518043 0.00309728 0.00519622 0.0159696 -0.0091195 -0.0169239 0.0161858 0.0181031 -0.0195691 -0.0011895 -0.00041988 0.0090712 0.00901446 0.0153636 0.00564081 0.0257941 -0.00147854 0.00514578 internal_weight=1392.76 980.278 94.7576 412.479 351.606 348.668 260.034 88.6344 86.59 14.9872 11.9892 6.66869 71.6028 60.2065 54.4937 5.32047 1.3653 5.71288 11.3962 10.9693 2.93771 885.521 214.68 9.09497 34.5157 13.0683 6.76359 6.30473 1.22665 21.4474 internal_count=27937 18670 2113 9267 7864 7755 5769 1986 1943 273 208 120 1670 1352 1210 88 43 142 318 310 109 16557 4621 215 704 256 156 100 38 448 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=4 0 7 6 8 6 1 7 0 0 4 0 0 6 0 8 0 7 0 7 3 4 8 4 6 4 0 4 0 4 split_gain=2.36201 1.45511 1.43445 1.11113 1.11305 1.0533 0.991337 0.908276 1.57176 1.98387 1.83333 1.46801 1.49811 1.44209 1.32038 2.18479 1.27736 1.16378 1.12813 1.11878 0.941182 1.04013 1.00134 0.881004 2.22219 2.04547 1.45917 1.54265 1.69015 1.32956 threshold=4.659615602645597 0.33861973881721502 0.11350248754024507 0.50882095098495495 0.81666666666666676 0.50262513756752025 1.0000000180025095e-35 0.18891868740320208 0.38770337402820593 0.37773573398590093 11.594511082917682 0.37092973291873937 0.36626343429088598 0.77015903592109691 0.40599067509174352 0.46428571428571436 0.38338243961334234 0.22227978706359866 0.3554977178573609 0.15537412464618686 1.0000000180025095e-35 8.3430480616909453 0.22500000000000003 14.491975969752714 0.35716117918491369 14.65298928409999 0.43724593520164495 17.901520664669707 0.39818213880062109 11.385096658544564 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 4 5 23 -1 8 9 10 11 12 18 -13 -9 17 -11 -16 20 -20 21 22 -5 29 26 -26 27 -25 -29 -2 right_child=3 2 -4 7 -6 -7 -8 14 -10 16 -12 13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0015324987104449147 0.00094735744461831245 0.014556546295878584 0.0015811843763105784 -0.01793128842955008 0.010402110167709071 -0.017595016291595458 0.0016710054931632292 0.0035681574730693482 0.022154580825061616 -0.038802410618145072 -0.011931617097931812 0.052630080343048995 -0.012500651400790408 0.0094301145841440021 -0.021816033442536957 -0.048593661122758335 0.0035120832488599965 0.030188654142286983 0.049228425215912613 0.010043852411947652 -0.010204394670700036 0.022810904321845241 0.0092983782960257173 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0.007932 0.0106999 0.00826598 0.0313083 0.000779154 -0.0185783 -0.0194479 0.00505479 0.011022 0.0294121 0.0083674 0.0108769 0.00597775 0.00109624 -0.00544711 0.0119366 -0.0120018 -0.00870497 0.00908573 0.00145671 internal_weight=1391.21 979.839 94.5883 411.367 350.482 338.898 885.251 60.8846 38.8734 32.598 30.0109 26.3406 23.5583 2.78228 22.0112 2.77197 2.58704 1.55087 20.7981 2.62346 18.1746 16.0111 11.3512 336.162 17.5522 4.80602 12.7462 11.5299 3.17762 318.61 internal_count=27937 18670 2113 9267 7864 7260 16557 1403 700 559 517 435 401 34 703 37 42 24 374 52 322 279 217 7193 321 49 272 255 60 6872 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=4 0 7 6 8 1 6 7 0 3 4 7 4 5 0 4 6 6 6 7 0 0 4 6 6 7 7 0 4 0 split_gain=2.24258 1.38393 1.40887 1.14569 1.08674 0.934803 0.920512 0.886226 1.33749 1.50313 1.14951 1.15794 1.01438 0.985864 0.942565 0.845495 1.59338 0.828172 0.899248 1.4416 1.04937 1.05437 1.17803 0.816678 1.1716 0.80821 1.11008 0.847297 0.801791 1.90188 threshold=4.659615602645597 0.33861973881721502 0.11350248754024507 0.50882095098495495 0.81666666666666676 1.0000000180025095e-35 0.50262513756752025 0.18891868740320208 0.38770337402820593 1.0000000180025095e-35 12.549881414331535 0.16098802536726001 8.3430480616909453 7.620172048983699 0.35177671909332281 6.9650139762674206 0.55165287852287304 0.48112682998180395 0.22003825008869174 0.097242176532745375 0.37967713177204138 0.34058904647827154 4.2186248773804307 0.17599163949489596 0.21600706130266192 0.24255027621984485 0.2036206051707268 0.17889278382062915 2.5289968048817539 0.14319836348295215 decision_type=2 2 2 2 2 2 2 2 2 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 17 4 6 -1 -2 8 9 10 12 14 15 -9 -12 16 -5 18 19 -3 21 -20 -23 -6 -25 26 -26 -27 -7 -30 right_child=3 2 -4 7 23 28 -8 13 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 24 25 27 -28 -29 29 -31 leaf_value=-0.0014910616560940579 0.001045163942462776 0.0033510570512614228 0.001517735248741503 0.046805153699336376 0.023333848814846514 0.0046625976656427441 -0.016740812978773598 -0.00017723400221536796 0.021335780338896611 -0.0080579067729644824 -0.014710937912755514 -0.033327137643797522 0.021780952545729107 0.037839249553557032 0.041699321838498185 -0.0013015007971037185 0.0086381826540817483 0.039169113108433629 0.038649731092220446 0.039160279716580697 0.040977114206015283 -0.02145929875272122 0.044310036226473337 -0.030502696253002764 0.0065116368652588562 0.034356117258015816 0.036235989288346059 -0.022307568096095656 0.034460759737864853 -0.0016956572614262534 leaf_weight=787.37376426563424 335.60780459115631 2.1349816626170632 86.277659084298648 1.0944003937766087 3.1340284757607142 43.356435803318163 2.6394814394880077 21.095740136312092 6.1507816950324914 5.5930633181706062 0.59912368422374063 1.1020120419561861 5.9352209065109482 0.6323273042216887 0.48030123231001198 6.3476078206440425 9.7969369435595564 1.0564334617811253 0.38992272736504752 1.9232909269630907 0.47075628163292993 2.2631676442688335 0.27487407613079984 0.74575772881507685 4.7129563768394291 0.29677581274881948 1.4877037261612711 1.189159155495872 1.3424318237230171 53.131542072020238 leaf_count=14359 7193 70 1839 37 217 1000 67 685 141 110 12 12 87 18 19 125 157 32 15 37 28 79 13 19 221 13 58 76 37 1161 internal_value=9.72632e-12 -0.000778503 0.00266662 0.00186699 0.00121558 -0.00114742 0.000906373 0.00574057 0.0085585 0.00601913 0.00912431 -0.0116952 0.0110841 0.000929117 0.0103894 0.00740126 0.0124733 0.0143097 0.0107879 0.0203217 -0.000596009 -0.00728011 -0.0143364 0.010258 0.0053981 0.00888121 0.0136433 -0.0109905 0.00161833 -0.000804635 internal_weight=1388.64 979.995 94.7911 408.641 349.814 885.204 338.247 58.8275 37.0994 30.9487 25.3556 2.18144 23.1742 21.7281 1.07942 17.2389 10.8913 8.51343 7.45699 4.05827 3.39872 2.92796 2.53804 11.5664 8.43235 7.6866 6.20066 1.48593 97.8304 54.474 internal_count=27937 18670 2113 9267 7864 16557 7260 1403 700 559 449 43 406 703 31 319 194 274 242 107 135 107 92 604 387 368 279 89 2198 1198 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=1 0 0 6 6 7 0 0 6 4 4 6 4 7 4 4 7 6 6 7 6 6 0 0 7 0 7 7 6 7 split_gain=2.22391 1.69833 1.41494 1.19604 1.40756 1.44097 1.29234 1.05995 1.33229 1.29882 1.50475 1.16113 1.73846 1.61388 1.4538 1.54913 1.02605 1.55173 1.18681 1.58924 0.998966 1.31442 2.43829 2.06556 1.38752 1.18825 1.17046 1.37854 1.87824 1.32801 threshold=1.0000000180025095e-35 0.36328005790710455 0.36913928389549261 0.15397283434867862 1.0000000180025095e-35 0.23443570733070376 0.36626343429088598 0.37283328175544744 0.12715408951044085 8.2200109890052264 3.620247068523311 0.37537464499473577 22.611801717408074 0.18143056333065036 8.2200109890052264 8.0764727197248813 0.13396485149860385 0.53924754261970531 0.55996587872505199 0.2004203796386719 0.47051844000816351 0.44056051969528204 0.2236462086439133 0.22479402273893359 0.12342920154333116 0.36204144358634954 0.15948732942342761 0.14205154776573184 0.46138942241668707 0.16415186226367953 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 4 5 -3 -5 8 -4 10 -10 12 14 -13 15 -9 -8 -18 -19 -20 21 -1 -23 -24 -25 -22 27 28 -26 -28 right_child=-2 2 7 6 -6 -7 16 11 9 -11 -12 13 -14 -15 -16 -17 17 18 19 -21 25 22 23 24 26 -27 29 -29 -30 -31 leaf_value=-0.00099926690279661412 0.0031991101347121102 -0.01458615243291006 0.026180858805853986 -0.0026204925572959801 0.039892118053625587 0.040933297278781353 0.035517809814343354 -0.0032893224887296699 -0.019363986904539891 -0.036433725760643708 0.0093992677872972198 0.011744274324436791 -0.041035175039894338 0.00046081258089266384 0.0059966451162651079 -0.036018113141501683 -0.0029805728696233702 0.041763535681413375 0.033159946001674011 -0.02386807110440916 0.0013501680679447736 -0.021625721084862642 0.056410176081282605 0.011254834479074674 -0.018618698367581402 -0.026942549335463844 0.023931939387470836 -0.027616490333973391 0.036942053677158956 -0.0052113865713442767 leaf_weight=868.41866064183705 171.40231491083978 1.2029213662608551 0.90701410523615678 7.7262379028834429 2.3268887079320848 0.64704066514968861 1.6395465631503592 21.639030698279388 3.5949263288639468 1.5948520107194779 3.0054568818304688 21.472253261716105 0.96027207467704911 24.341567346826196 18.735319185303524 1.3848790638148774 4.1741135827032849 1.7311118962243202 0.95241861697286345 0.81713026389479637 189.73617878856749 7.8347940114908843 0.52097439207136886 4.5968755534850088 1.5715082008391648 1.3454540872480709 1.5420753499493027 4.2814717211294919 0.84044475411064912 16.092837002419401 leaf_count=16037 4110 30 22 144 46 6 46 609 65 34 56 472 10 383 426 21 61 9 15 12 4468 193 3 116 28 32 7 104 35 337 internal_value=-4.94344e-11 -0.000451069 0.00295526 0.00997697 0.0243638 0.00483227 0.00645058 0.00142935 -0.00831915 -0.0121375 -0.00626676 0.00243161 -0.00112629 0.0057492 -0.000208563 -0.00525795 0.013975 0.0093729 0.0241029 0.00682594 -0.000820196 -0.00123606 -0.00675196 -0.00279448 -0.00386082 0.00115095 -0.00671694 -0.0173978 0.00074144 -0.00266296 internal_weight=1387.04 1215.63 118.853 21.2174 4.17685 1.84996 17.0406 97.6356 9.10225 8.19524 6.60038 88.5333 42.7195 45.8138 41.7592 23.0239 9.31432 7.67477 3.50066 1.76955 1096.78 905.7 37.281 29.4462 28.9252 191.082 24.3283 6.69342 2.41195 17.6349 internal_count=27937 23827 2467 369 82 36 287 2098 177 155 121 1921 1066 855 1056 630 143 97 36 27 21360 16860 823 630 627 4500 511 167 63 344 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=0 split_feature=0 1 4 4 3 4 8 4 7 4 0 6 2 0 6 6 5 6 6 5 6 6 0 0 7 0 4 4 4 4 split_gain=2.2605 1.5185 1.12294 1.53357 1.46538 1.39596 1.55102 1.3179 1.07915 1.07508 1.01967 1.53283 0.965124 1.48096 1.09672 1.17442 0.970999 0.963805 0.957941 1.295 0.891112 0.856632 0.854124 1.04042 0.842956 0.816208 0.791362 0.789387 0.918617 1.27686 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 9.9438019438136287 0.11211706697940828 7.4268715355601502 0.33261813223361975 0.22395486384630206 1.0000000180025095e-35 0.17729417234659198 0.20896020531654361 0.14546769857406619 8.1967509811877814 0.38737140595912939 0.58758777379989635 7.620172048983699 0.36247448623180395 0.24916248023509982 0.25105556845664984 0.34058904647827154 0.25011394917964941 0.3483808040618897 12.012512428932888 23.854253910915254 17.901520664669707 15.668307516544177 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 18 -6 -7 25 10 12 11 -9 16 14 15 -14 -1 -16 27 -20 -15 -4 -11 -24 -2 -8 -10 28 29 -5 right_child=24 -3 3 4 5 6 7 8 26 22 -12 -13 13 20 17 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0012139321318130722 0.0032592557809050585 0.0024171648645251796 0.032126717194136012 0.0036525634397347479 -0.04712008607999725 0.026239321379975481 -0.011484051068501075 -0.032054801763183545 0.00081710648409126605 0.014579128241646618 -0.045055226951104442 0.0089687404560768094 -0.011268920490093561 0.0092797581812458767 -0.02418486056608354 0.02520929903148858 0.015061647122489101 0.018207735536959004 0.026750511950791193 -0.025441201695279195 0.033420162739074506 0.0082326039894379845 -0.035830570888507871 0.01705689504061535 0.041005244076175756 -0.043201733735460893 0.024160917235840303 -0.03209702461104319 0.021170392912265731 -0.01534807975633596 leaf_weight=975.90936342280111 156.63659292791272 147.91986163024558 2.2105865336488923 48.885277629306074 0.6957031767815377 1.4291052306070948 8.6331121105467901 1.182242863811551 3.1208574075717479 0.54781613498926107 0.62021223502233613 2.6733245267532766 1.4074886735761523 3.7913342361280229 2.4369555868324828 1.8233267664909361 3.3102366279927073 0.60188258113339532 2.9507038479205216 0.50043387967161823 2.1604230846860446 3.4702327279374003 1.9924672031775119 0.40237554814666499 0.53429925011005153 0.79766557924449522 2.2487641577608883 0.57431795401498575 2.4610184049233785 3.4048020734917364 leaf_count=18373 3499 3493 51 1148 13 35 239 12 72 5 12 46 52 139 68 25 78 38 57 15 105 86 55 16 21 12 62 11 35 64 internal_value=4.04451e-12 -0.000433516 -0.000823866 0.00246787 0.00140063 -0.0053207 -0.00391623 -0.00615191 0.00152541 -0.00110809 -0.00935346 -0.00361042 -0.00105434 0.00732401 -0.00285097 0.00931774 -0.00115891 -0.0157884 0.00384792 0.0191824 0.0180425 0.0175306 -0.0192144 -0.0269445 0.00338757 -0.0141668 0.0105933 0.00289137 0.00325838 0.00241536 internal_weight=1385.33 1228.16 1080.24 85.8584 80.1775 21.401 20.7053 19.2762 9.8454 994.384 4.47578 3.85557 991.441 12.2214 6.26965 3.23082 979.22 3.03884 58.7766 3.45114 5.95176 5.68082 2.94266 2.39484 157.171 9.43078 5.36962 55.3254 54.7511 52.2901 internal_count=27937 24417 20924 1970 1833 503 490 455 204 18954 70 58 18878 427 183 77 18451 106 1330 72 244 137 76 71 3520 251 134 1258 1247 1212 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=0 1 4 7 7 0 0 8 6 6 6 0 0 7 0 0 0 4 7 7 0 6 6 7 7 7 4 6 6 7 split_gain=2.19249 1.52556 1.08773 1.08976 2.04398 2.33683 1.19388 0.961212 1.43294 1.68973 3.61614 1.43014 2.83094 1.20889 1.63115 2.3662 1.53844 1.44346 1.87933 1.30757 1.14558 1.31862 1.04689 1.017 2.33082 1.09084 1.34772 1.40613 0.989674 1.01489 threshold=0.35670730471611029 1.0000000180025095e-35 6.2545354319080682 0.17716495692729953 0.16071208566427234 0.22804515808820727 0.33347861468791967 0.35416666666666669 0.1176501326262951 0.28231169283390051 0.31652072072029119 0.23967312276363376 0.22804515808820727 0.13838814198970797 0.28438821434974676 0.23546466231346133 0.29503540694713598 7.8818215293399492 0.12342920154333116 0.14494576305150988 0.20141235738992694 0.12275208905339242 0.17828142642974856 0.095235347747802748 0.10322001203894617 0.11016714945435525 8.2555078687449743 0.09390145912766458 0.074859566986560835 0.14943502098321917 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 11 13 -11 12 -4 14 15 -10 -16 18 -18 -15 21 -9 -17 -13 -25 -26 27 28 29 -27 right_child=-2 -3 3 6 5 -7 -8 20 9 10 -12 23 -14 19 16 22 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-0.0012296835045461805 0.0033387933323225983 0.0024306042545022893 -0.0077541241972865988 0.0074433973833231276 -0.048483530832722901 -0.0066869017747120318 -0.0053048104348615566 -0.0016540124593255763 0.024812210833625073 -0.031992170225489697 0.0059887947654531431 -0.021787116544217243 0.048588133268415545 0.043218647503015489 0.043812113339440413 -0.040219307790562452 0.0089157688174801644 0.031687424851888656 -0.062028646032797535 0.014803512657046686 -0.0010540195790970505 -0.050330033595084117 -0.005816447912876747 0.030565702325225628 -0.024836549993746876 0.0020278908417433062 0.038019048793718355 -0.037636001455693485 0.026127503002037835 -0.016809886371674371 leaf_weight=909.67497176477264 156.93779327953234 147.86866449566151 1.8783629615791171 38.923715786775574 1.3123255874961604 14.569819069001822 7.9644201000919557 1.0788311576470726 1.7828731643967346 2.5141439131693941 21.979868886526674 2.8071618527174023 1.4014307451434431 2.2333113625645629 1.6875609171111134 1.2091005351394417 1.2558093960396948 1.3176422339165581 0.45883817225694645 4.1956311869435012 39.324741458287463 0.93495570309460152 2.3304320867173374 1.7465022183023418 2.3438200470991459 7.3861134839244134 0.69429874420166093 1.0821655478794134 1.0336235691793252 3.9507264457643032 leaf_count=17220 3520 3493 35 967 25 280 173 16 23 51 419 79 12 26 18 21 38 36 5 72 1043 11 49 16 45 143 19 22 10 50 internal_value=-2.80965e-11 -0.000427064 -0.000818659 0.00138856 -0.000100039 -0.0101405 0.00527799 0.00139548 0.00366196 0.00708668 0.00209031 -0.00210573 0.0163205 0.0145167 0.00801381 -0.00337197 0.0208531 0.00807577 -0.0100689 0.0246745 -0.00218416 -0.0242532 -0.0175684 -0.00497748 -0.00239006 -0.00588034 -0.00273974 -0.00484332 -0.00197463 -0.0045368 internal_weight=1383.88 1226.94 1079.07 169.398 122.51 15.8821 46.8881 106.628 65.2894 40.9652 24.494 24.3242 3.27979 16.4712 10.0423 5.32241 4.71985 3.03229 1.71465 6.42894 41.3385 2.01379 3.53953 21.0444 18.2373 16.4907 14.1469 13.4526 12.3705 11.3368 internal_count=27937 24417 20924 3704 2564 305 1140 2259 1189 758 470 431 47 288 190 93 97 79 43 98 1070 27 70 384 305 289 244 225 203 193 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=0 1 0 7 7 8 6 0 0 7 0 6 0 6 7 6 7 4 4 4 8 4 7 2 6 0 7 4 7 4 split_gain=2.15191 1.02988 0.859077 1.14818 1.33732 1.40684 1.26513 1.02539 1.3209 0.987241 0.949094 0.855275 1.19863 1.09309 1.25317 1.06784 1.41603 0.843874 1.10135 0.941775 1.76917 0.837892 0.825596 0.822413 0.800129 1.10426 1.22626 1.15601 1.53086 1.27484 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.1650124937295914 0.2631687074899674 0.22500000000000003 0.41682198643684393 0.36328005790710455 0.36913928389549261 0.18472351133823398 0.36204144358634954 0.15397283434867862 0.36626343429088598 1.0000000180025095e-35 0.23443570733070376 0.53924754261970531 0.13396485149860385 17.123868445595125 11.087640352493866 10.320545151749769 0.63333333333333341 6.0471969260906429 0.19315263628959659 1.0000000180025095e-35 0.2432506009936333 0.37092973291873937 0.16752526164054873 2.5289968048817539 0.10039460659027101 7.8440783104405538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -5 9 10 11 -7 23 13 -13 14 -9 16 -14 18 19 24 -21 -10 -18 -4 25 26 27 -3 29 -29 right_child=1 17 7 4 -6 6 -8 8 21 -11 -12 12 15 -15 -16 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0010085701516481937 0.012885498641022154 -0.01166096390087281 -8.9502841348339073e-05 -0.025162739537168546 0.032472869002273044 -0.045713699037691159 0.027796883504596123 -0.012951344579288163 -0.0015473245876709279 0.0079045991939517054 -0.016493169500894005 -0.0019849993858936502 0.032820223918503054 0.035972986273146684 0.040113692894602253 0.026463663462870494 -0.024049268465523545 -0.024952813032373591 0.019552934410857804 -0.066984106186805087 0.012617701015255948 0.0040705763570460058 0.0055355011224963715 0.033763286203665678 0.0067614560190483028 0.01585257950343576 -0.0090956694956739834 -0.025677053100752169 0.011753943961356162 0.029854461670951602 leaf_weight=801.01023304078262 11.558623917400839 3.5857235689181897 356.01135592028731 2.4970749658532432 0.80459513934329141 0.53257294232025765 1.2650193059816954 1.2019970139372187 42.979816999984905 0.73639684426598251 3.1789055935223578 7.5363364755176034 1.3194706845097224 2.2861106181517243 0.60069227218627919 3.7550237849354744 1.1829147655516861 0.87250658124685188 4.2699926380300885 0.47516077803447732 0.53333551064133644 53.805724898935296 3.0067996332654729 0.64704180241096665 47.805512310558697 3.8166284493636331 11.195728754159061 1.887783540063537 11.926190907717681 0.46339794062077988 leaf_count=14187 232 135 8271 66 28 9 20 30 923 19 91 144 40 46 6 42 27 19 112 10 27 1175 34 81 1412 63 224 123 325 16 internal_value=-2.41265e-11 0.00138873 0.000860001 0.00740884 -0.0034387 -0.00918188 0.00656618 0.000621447 0.00305245 -0.0145984 -0.000173545 0.00989404 0.00689938 0.0221989 0.00473099 0.0141267 0.00571795 0.00440224 0.0047002 0.00392383 -0.0248873 0.00157582 -0.0028174 -2.80879e-05 0.00428396 0.000681339 -0.00131127 0.00356761 0.00739223 -0.0147323 internal_weight=1382.75 581.738 494.906 17.3943 5.83566 5.03106 2.53399 477.512 117.675 1.26897 359.837 20.8893 16.8005 4.0888 1.80269 9.26421 5.50919 86.832 85.9595 81.6895 1.0085 96.7855 4.18971 356.658 80.681 32.8755 29.0588 17.8631 14.2774 2.35118 internal_count=27937 13750 11284 374 142 114 48 10910 2467 28 8443 369 287 82 36 143 101 2466 2447 2335 37 2098 61 8352 2298 886 823 599 464 139 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=0 0 1 4 4 0 0 4 6 6 0 7 6 7 6 7 7 7 7 7 8 3 6 7 7 7 7 1 8 6 split_gain=2.10465 0.956586 1.02803 1.10119 1.00175 0.940995 1.08143 1.00685 1.14181 1.36661 1.18122 1.24984 1.36887 1.12407 1.10031 1.35383 1.00234 0.931199 1.23681 0.921629 0.872601 1.61528 1.18336 1.44834 0.869842 1.0822 1.07689 0.867438 0.842795 1.35035 threshold=0.27846254408359533 0.2814635187387467 1.0000000180025095e-35 17.123868445595125 13.170563767650657 0.36328005790710455 0.36913928389549261 15.235665649406506 0.15397283434867862 1.0000000180025095e-35 0.36626343429088598 0.151058204472065 0.53924754261970531 0.19315263628959659 0.55996587872505199 0.2004203796386719 0.23443570733070376 0.1650124937295914 0.2631687074899674 0.14572434127330783 0.46428571428571436 1.0000000180025095e-35 0.63820993900299083 0.12427170947194101 0.037543090060353286 0.056878017261624343 0.064823031425476088 1.0000000180025095e-35 0.22500000000000003 0.41682198643684393 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 17 5 4 -4 -3 7 8 9 16 20 -12 13 -13 -14 -16 -7 19 28 24 22 -22 23 -10 -2 -26 -27 -1 -19 -30 right_child=1 2 3 -5 -6 6 -8 -9 10 -11 11 12 14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.001335900264399868 0.047466145045991157 -0.00015464239983749769 0.0042287397215455304 -0.02760303252047382 0.035690270331175271 -0.010534293225540819 0.001606799909578787 -0.025397293781033607 0.044416937423255094 0.041758397508903339 0.03763538422346964 -0.036221798354790356 0.040236829029409525 0.0046649752895079628 0.029299301175444967 -0.023057211718304063 0.040409756166537129 -0.020235385903958129 0.03192485709597153 0.026659181402107674 -0.047676505162283694 0.01892760323527427 0.036595548098868759 -0.0075680607810480671 -0.045079443880218999 0.039357937272063298 0.0047605715725520673 0.0018790366571201646 -0.01190035282422048 0.028260634130185848 leaf_weight=716.50509879676611 0.47981065604836004 359.4202657463029 82.091386763451737 0.96815851423889299 0.9210607495624562 1.1373956919997064 96.76345439418219 0.73192125419154663 0.53835949790664273 2.0576212820596993 1.6863885158672909 0.76008142950013313 1.6511682728305461 2.9690560199087486 1.0141210723668335 0.79133880045264948 0.50056492909789074 2.3752733068540683 0.86152840196155001 3.1128486422821871 0.8879956135060636 0.5193866016343236 0.82171988859772671 4.6357959760352969 0.35830129776149888 0.89444473339244623 8.5470482339151186 84.433716668107081 1.9837406699080022 1.214989419095218 leaf_count=12543 10 8443 2343 19 38 29 2098 14 21 44 54 18 9 33 11 12 5 70 28 54 13 16 14 76 6 17 189 1644 45 21 internal_value=4.36104e-12 0.00137512 0.00114618 0.00420683 0.00457782 0.000607196 0.00293825 0.0091613 0.0104278 0.0254815 0.00700968 0.0143924 0.00893764 -0.00366866 0.0225378 0.00635128 0.00503434 0.00785102 -0.00152765 0.0123578 -0.00183787 -0.0230966 0.0031521 -0.00215914 0.00802707 0.00609608 0.00803817 -0.000996987 -0.00669813 0.00335419 internal_weight=1381.63 580.695 560.867 83.9806 83.0124 476.887 117.466 20.7029 19.971 3.69558 16.2754 8.87215 7.18577 3.72914 3.45663 1.80546 1.63796 19.828 6.43553 13.3925 7.40326 1.40738 5.99588 5.17416 10.2796 9.79979 9.44149 800.939 5.574 3.19873 internal_count=27937 13750 13310 2400 2381 10910 2467 369 355 78 277 137 83 51 32 23 34 440 164 276 140 29 111 97 222 212 206 14187 136 66 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=1 4 0 5 8 0 6 4 4 8 6 0 0 2 6 0 0 6 0 6 6 6 4 4 4 7 7 6 7 6 split_gain=2.06787 1.91516 1.65552 1.21527 1.10791 1.08004 0.910466 0.903286 0.974503 1.94118 0.964278 0.901614 1.18713 0.895354 1.50103 1.3523 0.98336 0.97607 0.920089 1.8552 0.828253 0.825724 0.782115 1.27393 1.25746 1.33026 1.73482 1.82005 1.40523 1.20443 threshold=1.0000000180025095e-35 17.123868445595125 0.34393528103828436 6.3985309064871325 0.81666666666666676 0.20976476371288302 0.35994276404380804 11.087640352493866 10.320545151749769 0.35416666666666669 0.34759142994880682 0.3251031786203385 0.32584685087203985 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 0.20840417593717578 0.20896020531654361 0.22607677429914477 0.3392148911952973 0.14546769857406619 0.046019170433282859 7.523290384156204 7.4268715355601502 9.0706981720429383 0.1498789116740227 0.15472642332315448 0.46768999099731451 0.13665224611759189 0.064812205731868758 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -6 8 11 -10 -11 -2 -13 22 16 -16 17 20 -18 -20 21 -15 23 -1 25 28 -27 -28 29 -24 right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 14 15 -17 18 -19 19 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0013723035917521302 0.0018530221326129926 -0.033981837265119039 0.0022710673549939716 0.0079618989198182687 0.027987245185891206 0.01577269246543872 -0.019065221119472515 0.016635898330409092 -0.079269951240341252 0.021645296469082826 -0.036017550665385319 0.04570169856673529 0.0062317716850904762 0.03954409702765907 -0.016604677711188318 0.037192674888119885 0.047323789122813306 -0.015268350350098839 0.03578510859605722 -0.038609442485438253 0.02041714882490862 -0.020874814024142253 -0.014959916576952887 -0.023165700638643202 -0.0021047006943959866 -0.034411204676082788 -0.0038940004531188956 0.021089895555179337 0.027827992602044726 0.010267609301485498 leaf_weight=928.41913349909737 119.29909894279263 1.2453812330495555 173.96976467297645 13.767695545786408 0.47442897711880361 6.5052081893300056 1.6834002775722181 4.4885396212339392 0.38411862403154273 0.6675980915315447 0.42855865973979235 0.69665949407499184 44.063441739606787 0.2478460820857421 0.52117563248611931 2.1775705088512041 0.70636120723793272 3.482835776056163 0.71529612684389554 0.5217286478728056 1.8963288702070711 1.1397908839862791 1.9375419369898796 2.4203017227118826 35.939844851149246 1.2634122250601638 10.612179610179735 3.4863992042373857 3.6564275800483292 14.084123319014905 leaf_count=16882 2718 21 3881 293 38 493 214 123 4 32 10 21 1181 45 29 94 17 79 56 8 30 26 46 63 895 16 239 68 63 252 internal_value=2.75895e-11 0.0030852 -0.000436838 -0.000891711 -0.00101099 0.00967192 -0.00872008 0.0033567 0.00299663 -0.0212355 -0.000898845 0.00321528 0.00684609 -0.00110233 0.00725441 0.0268035 0.00119738 -0.00420459 0.0200068 0.0044084 0.00752918 -0.0100834 -0.0011975 -0.00142897 0.00183801 0.00588196 -0.000733731 0.0022842 0.0110466 0.00721678 internal_weight=1380.9 171.273 1209.63 1035.66 1021.89 8.66304 2.15783 170.028 165.539 1.48028 1.09616 164.059 44.7601 1013.23 11.4089 2.69875 8.71019 6.7668 1.94339 1.23702 3.28397 1.38764 1001.82 930.839 70.9799 35.0401 15.362 14.0986 19.6781 16.0217 internal_count=27937 4110 23827 19946 19653 745 252 4089 3966 46 42 3920 1202 18908 384 123 261 180 81 64 101 71 18524 16945 1579 684 323 307 361 298 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=0 split_feature=0 1 0 0 6 5 0 0 6 6 6 4 7 7 0 7 6 6 7 0 0 6 0 7 0 7 8 6 6 5 split_gain=2.08554 1.02487 1.06605 0.907804 1.17179 1.30309 1.0947 0.974271 2.42159 0.959608 1.05826 0.950399 0.852241 0.884898 0.842781 0.946784 1.14209 0.917505 0.9003 0.888707 0.867845 1.07995 1.18317 0.998095 1.09592 0.873239 0.851756 0.837222 1.30164 0.818257 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 0.28371055424213415 0.17462222278118136 1.0000000180025095e-35 0.28438821434974676 0.28760881721973425 -1.0000000180025095e-35 0.59161117672920238 0.52566951513290416 10.831610529717873 0.037543090060353286 0.056878017261624343 0.28855867683887487 0.15890080481767657 0.088916894048452391 -0.011273360811173914 0.19878225028514865 0.2893019318580628 0.29667529463768011 -0.035791058093309396 0.323240876197815 0.13529453426599505 0.29904408752918249 0.10442589595913888 0.30952380952380959 -1.0000000180025095e-35 0.03775372542440892 12.293853605328623 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 -4 -6 27 8 -8 10 11 -10 -2 -14 15 16 -9 19 -17 -16 26 22 -22 25 -25 -23 -21 -5 -29 -19 right_child=1 -3 3 6 5 -7 7 14 9 -11 -12 -13 13 -15 17 18 -18 29 -20 20 21 23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00099238400842189167 0.046557390110188869 0.0043828400057962479 0.0038483939930776903 -0.053871426556851336 -0.020410655619242817 0.027140464420593091 0.052749924081816113 -0.0036199746822124031 -0.012026197056875609 -0.041556196773605829 0.042251701059030464 0.025760142948551591 -0.043318203088509595 0.0079741051945345642 -0.055642420059924057 -0.035852427509972723 0.033706106304260977 0.00085906500078642193 0.013187021358648495 -0.016238795824179642 -0.013114041512354709 -0.015810808630180143 0.042786270772336862 -0.039827179863577547 0.033156367467143164 -0.054255323868686339 0.022948408735513376 0.053991992306708536 0.010374878318205478 0.033643164473681209 leaf_weight=800.3185296222 0.50567332748323934 86.496224670481752 4.4423430177848768 0.14696919731795777 5.8494301132159308 0.56914342893287528 0.57183187920600254 1.0799073441885405 10.235533687198759 0.83018813561648208 0.36306823769700791 0.636314174858854 0.30842618353199469 16.34222366171889 0.36501891911029716 0.5842294869944451 2.3285871802363545 435.76514206264983 0.79597158450633287 0.80008146073669228 1.0430400194600222 0.99280794430524189 0.50612445338629175 0.31204875372350205 0.45540958922356367 1.145028165541589 1.3273919289931653 0.76939704734831993 3.0839898205595091 0.68626053223851968 leaf_count=14187 9 2466 95 2 183 17 13 14 316 19 13 19 6 359 2 18 40 9850 22 17 31 16 36 4 20 23 22 9 85 24 internal_value=-2.35048e-11 0.00137092 0.000842308 0.00057733 -0.00799638 -0.0161942 0.00077766 0.000642014 -0.00757289 -0.0104319 -0.00813204 -0.00981461 0.00818922 0.007024 0.000873638 0.0133917 0.0218801 0.000738444 -0.00757104 -0.0100784 -0.00755149 -0.0150798 0.00514904 -0.0258663 0.00348124 -0.0364017 0.00821123 0.0164035 0.0190838 0.000910614 internal_weight=1379.66 579.338 492.842 475.685 10.8609 6.41857 464.824 460.824 12.6369 12.0651 11.2349 10.8718 17.1563 16.6506 448.187 4.7887 3.40849 443.398 1.3802 6.94695 6.58193 4.45446 1.54916 2.90529 0.767458 2.13784 2.12747 4.00036 3.85339 436.451 internal_count=27937 13750 11284 10910 295 200 10615 10519 380 367 348 335 374 365 10139 94 54 10045 40 171 169 130 67 63 24 39 39 96 94 9874 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=0 split_feature=1 0 6 0 6 4 0 0 0 6 6 8 0 0 6 0 6 0 7 7 7 7 0 6 6 7 4 4 4 0 split_gain=2.06996 1.59411 1.24817 1.75883 1.37931 2.11762 1.61571 1.05986 2.65719 2.22814 2.24096 1.66645 1.60293 2.63442 1.42346 1.36876 2.80506 2.04707 1.84436 1.78512 1.65855 1.53812 1.37935 1.09383 1.06537 1.71345 1.06238 1.13505 1.45569 1.28621 threshold=1.0000000180025095e-35 0.25960800051689154 0.53522199392318737 0.26542399823665624 0.55165287852287304 6.8395541436755876 0.34173625707626348 0.25481888651847845 0.25416126847267156 0.42607006430625921 0.14847300201654437 0.18333333333333338 0.25786741077899938 0.25871095061302191 0.28035075962543493 0.25557936728000646 0.16025038808584216 0.25706911087036138 0.15599343180656436 0.22009836137294772 0.17059896886348727 0.10070703178644182 0.25786741077899938 0.30150985717773443 0.37463483214378362 0.16468134522438052 14.804241112678104 5.8579421364791591 5.9275776319288873 0.23445418477058413 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -4 5 -5 -7 8 26 10 -10 15 -13 -14 -12 16 -9 19 -18 -17 21 -19 -22 -16 -23 -26 27 29 -29 -1 right_child=-2 2 3 4 -6 6 -8 11 9 -11 14 12 13 -15 23 17 18 20 -20 -21 22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0010324779477203221 0.0030876065693788584 7.6414191292271984e-05 0.030957309995843448 0.018052956658154946 0.0017609737405024086 -0.052637815474517867 0.0051437940939393911 0.030664278755145245 -0.0040304954887338184 -0.027045883445285614 0.051345180484096448 -0.02786979077713882 0.036623475455421002 -0.027129184808383819 -0.020289816027291102 0.018756756220473146 0.0087072495666783347 0.017447092208570443 -0.0476923717030273 -0.024379033107297408 0.038230512654755286 -0.027830960238867577 -0.0055016174581023194 0.034395594465111853 0.042771282672608303 -0.040742101255678995 -0.030415503710360083 0.033340603050963466 0.0023183637014458918 -0.0047094196348376064 leaf_weight=414.35078819604314 171.14549566119967 517.21495047834469 2.111247210064902 10.181504068372304 76.270252773276297 0.70343021862208743 1.1436440283432601 0.78164052572538567 1.6684725750237692 0.85500288289040316 2.4539989046606938 5.4780816601705729 1.06577715073945 1.2887489972636104 0.53506895992904879 6.2976941277156611 0.69501903434866141 1.0360973682254533 2.094251903006807 1.0006345119327305 1.0605648956261577 4.8552453191950917 1.6731236074119804 0.85555343190208077 0.52487951889634121 0.38204456493258476 1.1390981515869487 1.4095557387918223 39.794493160687125 107.92158961371752 leaf_count=6662 4110 11672 48 169 1688 12 22 13 33 15 22 124 37 33 8 110 21 20 28 20 27 67 43 14 17 8 19 13 875 1987 internal_value=-2.54535e-11 -0.000437862 0.000644893 0.00389703 0.00325001 0.0126916 -0.0168615 -0.00153581 -0.00125525 0.0180152 0.0250036 -0.00720969 -0.0189724 0.00172848 0.0376037 -0.00269365 -0.0195635 0.00088567 -0.0336389 0.0128426 -0.00826942 -0.0162048 0.0114647 0.0133543 -0.0222558 0.00759101 -0.00147259 -0.00141408 0.00337961 -0.00179228 internal_weight=1377.99 1206.84 607.625 90.4101 88.2988 12.0286 1.84707 599.217 570.984 6.3681 5.51309 28.2338 7.83261 2.35453 3.84462 20.4012 3.57091 16.8303 2.78927 7.29833 9.53196 6.79827 2.73369 1.39062 5.76217 0.906924 564.616 563.476 41.204 522.272 internal_count=27937 23827 13611 1939 1891 203 34 10216 9648 92 77 568 194 70 44 374 62 312 49 130 182 112 70 22 92 25 9556 9537 888 8649 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=0 1 4 4 3 4 8 4 6 5 7 0 0 7 4 2 0 5 0 0 6 0 6 7 5 4 6 4 7 0 split_gain=2.03176 1.4658 1.03668 1.43994 1.11403 1.34473 1.33359 1.38901 0.920704 1.08727 0.899359 0.881556 1.3625 1.20673 1.08307 0.853038 1.38747 0.862615 0.856091 0.846552 1.06121 1.08573 0.957009 0.820152 0.847149 0.819743 1.99533 1.81407 1.86182 1.20232 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 9.9438019438136287 0.58758777379989635 7.620172048983699 0.11211706697940828 0.36913928389549261 0.36773906648159033 0.051667697727680213 16.344574952512765 1.0000000180025095e-35 0.17729417234659198 8.1967509811877814 0.16634598374366763 0.082279823720455184 0.12469720467925073 0.14319836348295215 0.19459535181522372 0.073560051620006575 3.3617177977823878 17.327100982140248 0.32188710570335394 13.851380059551104 0.10756061226129533 0.41439051926136022 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 -4 8 -6 -7 23 -5 -10 -9 12 13 -2 -15 17 18 -1 19 22 -21 -22 -17 -8 -25 27 -27 29 -29 -13 right_child=11 -3 3 4 5 6 7 10 9 -11 -12 25 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.0012198186228964201 -0.040449758117031005 0.0023891540483764063 0.017303684079527096 0.0025634185810842025 -0.046653749178141177 0.025539821248954663 0.02992913242366687 -0.0076271850491798337 0.025842171401808476 -0.023692778597551156 0.011052244846455533 0.00089438560659895069 0.018451155125250755 0.0058791700199844607 -0.031703883083921303 0.048981305484206414 0.01768359551542989 0.014252708125513646 -0.035058938033920552 -0.019585855916910356 0.031858078896053223 -0.0067725049463997992 -0.027777271120916106 -0.018699235867087684 0.0098813947334257819 -0.012470864191018333 0.032101832404003654 -0.034130872527271115 -0.0035766942477686182 0.0090080492633397204 leaf_weight=971.23256325359034 0.53148505790159006 147.67438449933252 5.4507447821088126 54.978973668825347 0.66267015598714607 1.3534300653263951 0.37561798654496925 4.1422895328141731 2.8363359923241656 0.46404927410185326 5.2725583484862 79.152726389409509 7.5735442307777694 33.486095214670058 0.70462482236325641 0.16554701235145142 5.6311634032754228 3.2537885724013895 0.67178367148153473 0.91629735840251703 1.7729065262246879 1.038241771282628 1.2499398853979071 7.896148981060831 1.0585027150809763 1.4437832888215774 2.4172394876368344 2.364385425578801 7.4519628719426692 20.745338633074425 leaf_count=18449 21 3493 137 1258 13 35 34 70 57 15 134 1817 110 844 15 28 244 78 22 23 39 25 46 207 10 33 40 55 171 414 internal_value=-2.29075e-11 -0.000412678 -0.000799215 0.00239 0.00136153 -0.00460573 -0.00321937 -0.00529583 0.00348728 0.0188773 0.00283378 0.00322498 0.00692205 0.00440734 0.00510463 -0.00107252 0.00706974 -0.00116816 -0.00320906 0.000951251 0.00845175 0.0175906 -0.0188 -0.0134991 -0.0153208 0.00184819 0.0154344 0.00137007 -0.010936 0.00257931 internal_weight=1373.97 1218.1 1070.42 84.4913 79.0406 20.7612 20.0985 18.7451 58.2794 3.30039 9.41485 155.871 42.2957 34.7222 34.1907 985.932 11.4459 974.486 5.81472 5.14293 3.72745 2.81115 1.41549 9.33027 8.95465 113.575 3.86102 109.714 9.81635 99.8981 internal_count=27937 24417 20924 1970 1833 503 490 455 1330 72 204 3520 990 880 859 18954 427 18527 183 161 87 64 74 251 217 2530 73 2457 226 2231 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=0 1 4 4 3 4 8 4 6 5 7 0 0 7 4 6 4 7 4 0 7 0 7 2 6 4 7 7 0 0 split_gain=2.04608 1.40302 0.987222 1.35277 0.990159 1.17017 1.24949 1.19764 0.922104 0.931822 0.907881 0.866547 1.52563 1.06133 0.919929 1.64993 1.60923 1.60888 1.10791 1.10318 1.05597 1.15491 0.992339 0.837844 1.27174 0.83782 0.837556 1.28099 1.35039 1.24994 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 10.081016401574114 0.58758777379989635 7.620172048983699 0.11211706697940828 0.36913928389549261 0.36773906648159033 0.051667697727680213 17.327100982140248 0.32188710570335394 13.851380059551104 0.10756061226129533 6.0471969260906429 0.40136423707008367 0.10039460659027101 0.42063632607460028 0.12515221536159518 1.0000000180025095e-35 0.38737140595912939 16.344574952512765 0.12829495221376422 0.1247118003666401 0.37461771070957189 0.42733119428157812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 23 -4 8 -6 -7 -8 -5 -10 -9 12 13 -2 16 19 18 20 26 -16 21 -18 -19 -1 -25 -15 27 28 -13 -30 right_child=11 -3 3 4 5 6 7 10 9 -11 -12 14 -14 25 15 -17 17 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0011521702004141736 -0.037774594823442191 0.002327644592541075 0.016818553223024647 0.0024118718106495691 -0.045555837675921397 0.024160958245864162 -0.012416239224067444 -0.007444717178487866 0.025369729008018569 -0.021163157557849012 0.011744004873038732 0.025860097660206586 0.019130493312478087 0.0055682856596032965 0.027781001636544199 0.031779817524949822 -0.029679075742892552 0.020625750288121764 0.0056836984037069776 -0.028703426503014832 -0.052366352928305576 0.040930333530385103 -0.0085750645771200708 0.0020817193248501443 0.027522618523645122 -0.028763049513409106 -0.0026942266157898884 0.041712946455127742 -0.0050011814464045058 0.040272681738591769 leaf_weight=974.10326937233549 0.53260178479831566 147.66557665739674 5.4211499057128085 55.104066780360881 0.60125005245208996 1.4088721899315739 9.7320719845592993 4.1552865472622198 2.7836976493708785 0.44990421168040473 4.7625122417230159 1.9872731438372255 7.5598429278470567 33.188189349602908 0.47186204860918157 2.3567918315529823 0.79568983102217161 1.2640269473195074 49.693414911278524 0.91394231002777815 1.1661210618913171 0.28249803674407303 6.1116108206333593 8.9107578521943633 2.2062056641443624 0.65232711471617122 39.124933433602564 0.86515473201870996 7.5671440884470922 0.59174881596118201 leaf_count=18527 21 3493 137 1258 13 35 256 70 57 15 129 49 110 844 13 40 27 26 1119 20 12 16 145 288 139 15 815 11 224 13 internal_value=-3.74325e-11 -0.000413504 -0.000791924 0.00232163 0.0013268 -0.00431706 -0.00308095 -0.00513889 0.00332554 0.0188954 0.00280294 0.00324486 0.00692875 0.00424517 0.00188014 0.0165056 0.00138002 -0.0103383 0.00250924 -0.00947066 -0.0325793 -0.0111786 -0.00357067 -0.00105871 0.00713057 0.0049065 -0.000637175 0.00667185 0.00368393 -0.00171756 internal_weight=1372.43 1217.3 1069.64 84.4188 78.9977 20.66 20.0587 18.6499 58.3377 3.2336 8.9178 155.125 41.933 34.3731 113.192 3.7426 109.45 9.61995 99.8297 1.3858 2.24431 1.07819 7.37564 985.22 11.117 33.8405 50.1363 11.0113 10.1462 8.15889 internal_count=27937 24417 20924 1970 1833 503 490 455 1330 72 199 3520 990 880 2530 73 2457 226 2231 33 55 43 171 18954 427 859 1112 297 286 237 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=0 1 0 0 6 7 7 0 6 6 0 0 4 8 7 0 7 0 6 7 0 0 7 8 6 0 0 6 6 6 split_gain=2.14054 1.35527 0.980796 2.86794 1.34535 1.26158 1.45034 1.13617 1.53848 1.56926 1.51436 3.8048 2.08243 1.75987 1.64915 2.29845 1.66216 1.77424 1.58511 1.499 2.02102 1.40987 1.36181 1.32969 1.74139 1.42166 1.28282 1.49689 1.31766 1.22708 threshold=0.35670730471611029 1.0000000180025095e-35 0.20976476371288302 0.20700529962778094 0.77015903592109691 0.17660862207412723 0.17751230299472812 0.15415199100971225 0.18327824026346209 0.18047484755516055 0.18435256183147433 0.19238109886646274 3.0849009891038883 0.22500000000000003 0.10147566720843317 0.1808389946818352 0.11961412057280542 0.17889278382062915 0.09390145912766458 0.16017769277095797 0.18897863477468493 0.15632358938455584 0.084994833916425719 0.30952380952380959 0.16479841619729999 0.17383250594139102 0.15014769881963733 0.70225954055786144 -1.0000000180025095e-35 0.21714285761117938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 -4 -5 -7 26 9 10 14 12 19 -13 22 16 18 21 -16 20 -12 -18 -9 24 25 -23 27 28 -1 -10 right_child=-2 -3 4 5 -6 6 -8 8 29 -11 11 13 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030888458083074666 0.0033308756877584405 0.0022735079137249942 -0.00028533792270386257 -0.028684267071238095 0.026995664199068743 0.046306849868918934 -0.012324692083134289 -0.010628825105196303 -0.015583332991210765 0.033271702522535751 0.02468461186307536 -0.0094566405662378887 -0.0096613726792991825 0.012423291309065932 0.00057409881391997243 -0.022674427107032259 -0.027730865313586064 0.028028313233966248 0.055997078643862448 0.034561828372624635 -0.0066635255329840284 0.0020143897841655056 -0.045245682748415922 -0.037495729923653097 0.023761156970872565 -0.017640440395191085 0.0087948449746665814 -0.022153065141103507 0.00025012210517028093 -0.0046808330709397416 leaf_weight=1.237219352275132 154.11871355370386 147.53084107997711 768.50630272821218 5.0734180230647308 1.6303314971737553 0.41950540198013175 4.0023989619185159 3.2953492181841275 10.474759596399961 1.2495468519628037 4.8162884069606644 15.458261043764653 2.4781118212267748 4.2094459289219222 0.93063665530644957 4.3426472462306256 1.9603515102062434 1.7391364767681796 0.92710036970674992 4.3770621806615964 3.0062441825866699 13.257883424543261 1.4830996729433534 0.86770857917144795 2.5200617909431449 4.4150298688909961 14.577068556794982 2.8445220417343071 106.91017132648267 82.213016757756122 leaf_count=23 3520 3493 15701 85 107 8 114 43 164 9 40 246 56 91 23 76 21 29 17 73 22 184 24 15 16 75 204 68 1516 1874 internal_value=-6.14882e-11 -0.000421902 -0.000793813 -0.00225183 -0.000227586 -0.0184754 -0.00676233 -0.00171988 -0.00336403 -5.21077e-05 -0.000646243 0.0038522 0.0154107 -0.00477372 -0.00496927 -0.00243753 0.000864069 -0.00118939 0.0282328 0.0205036 0.0126373 -0.00339666 -0.0213729 -0.0011316 0.000430994 -0.00289576 0.000427757 -0.000671131 -0.000106107 -0.00591294 internal_weight=1370.87 1216.75 1069.22 299.086 770.137 9.49532 4.4219 289.591 164.022 71.334 70.0844 34.3454 14.6777 19.6677 35.739 30.9606 26.6179 24.7602 1.85774 12.1996 7.82253 23.021 4.77845 21.0607 20.193 17.6729 125.569 110.992 108.147 92.6878 internal_count=27937 24417 20924 5116 15808 207 122 4909 3098 1060 1051 528 191 337 523 456 380 340 40 135 62 311 67 290 275 259 1811 1607 1539 2038 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=0 8 4 4 4 0 6 4 6 6 0 0 0 7 7 0 0 6 0 2 7 0 6 7 6 3 7 6 6 0 split_gain=2.07402 1.36074 1.63397 1.25908 1.61436 1.22316 1.3825 1.14004 1.08762 1.39641 0.904797 0.797617 2.41413 1.75288 1.78679 1.57545 2.31799 3.15563 1.92475 1.8145 1.67906 1.82241 2.55874 3.04819 1.36521 1.52578 1.33084 1.38323 1.23081 1.42216 threshold=0.35670730471611029 0.2678571428571429 9.0706981720429383 7.5483082410249738 7.4268715355601502 0.35177671909332281 0.52738630771636974 8.2200109890052264 0.46349346637725836 0.17462222278118136 0.30803693830966955 0.20976476371288302 0.19843149930238727 0.083783496171236052 0.077514082193374648 0.18711746484041217 0.19074301421642306 0.17126950621604922 0.17383250594139102 1.0000000180025095e-35 0.2631687074899674 0.19544178247451785 0.41682198643684393 0.12229974567890169 0.19903033971786502 1.0000000180025095e-35 0.11799752339720727 0.16665890067815783 0.15642168372869494 0.19238109886646274 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 6 7 8 9 10 -5 12 15 14 -14 18 17 -17 -1 20 21 28 23 26 -19 -26 27 -23 29 -18 right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 19 24 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0010338536080254524 0.0032782157954335429 0.0013303570189311035 -0.040371655733746764 0.01336462261232994 -0.035076797832432727 -0.022309450916613845 0.029638301528256757 -0.0059662222452379673 -0.017241161795647809 0.028890972844182301 -0.017934552518751725 -0.00044005562128820097 -0.0037829011986948756 -0.011376584413853648 0.045870198392356343 0.028866140039742381 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21 17 65 73 34 5 20 129 36 internal_value=-4.65172e-11 -0.000416259 -0.000993929 -0.000952986 -0.00110783 0.00707883 0.00925242 0.00544886 0.0120953 0.0159992 0.00307555 -0.00105998 -0.00235718 -0.00947724 0.0127803 -0.00130002 0.00426972 0.0152145 -0.00231289 -0.000659017 -0.00191681 -0.00506084 0.00577992 0.0116931 -0.00211021 0.00419035 -0.0144851 -0.00209643 -0.011871 -0.0240956 internal_weight=1367.9 1213.78 912.11 911.163 893.929 17.2336 16.0467 13.5235 8.54701 7.54322 3.76694 892.672 288.656 37.3176 2.9341 251.338 38.6735 12.0082 212.664 26.6653 25.9938 22.2163 8.57159 7.58448 5.29216 4.51942 2.62019 1.96159 13.6447 4.80318 internal_count=27937 24417 17258 17244 16912 332 312 275 171 151 90 16877 4778 721 44 4057 616 181 3441 435 421 314 128 111 116 107 46 41 186 57 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=0 1 6 0 7 7 7 7 0 6 4 4 6 6 0 0 6 6 6 7 7 7 5 6 6 0 4 7 0 0 split_gain=2.05068 0.988852 0.964463 1.0965 0.978074 1.21403 1.13216 1.21521 0.96978 0.964746 0.949311 1.04868 0.84224 3.42733 0.935528 0.834266 2.52834 1.58419 2.0387 1.73815 1.39528 1.34039 1.06116 1.02872 1.25742 0.821423 0.820825 0.809274 1.15168 1.17238 threshold=0.27846254408359533 1.0000000180025095e-35 -0.018124056048691269 0.2814635187387467 0.10070703178644182 0.1147204600274563 0.1650124937295914 0.18831185996532443 0.32830090820789343 0.42081916332244879 17.123868445595125 16.223126738475681 0.32188710570335394 0.26539352536201483 0.37461771070957189 0.29065339267253881 0.23862028121948245 0.21100571751594546 0.018345618620514873 0.079202610999345793 0.19046599417924884 0.10856845602393152 4.4361744411599062 0.11946397647261621 0.16479841619729999 0.28521758317947393 15.668307516544177 0.18831185996532443 0.28438821434974676 0.28307606279850012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 -4 -6 -7 9 -2 -8 11 15 13 -12 -14 16 17 18 19 -5 21 -19 -18 -20 -25 -26 -17 28 29 -21 right_child=1 -3 3 10 5 6 7 -9 -10 -11 12 -13 14 -15 -16 26 22 20 23 27 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00099322828313842555 -0.018422192058568931 0.0043202088393934036 0.026760175745272927 -0.025463168643452716 -0.016641771486599972 0.016642411439469505 -0.037092512919204595 0.0088119370554062618 0.015460091804546154 0.0075254006247203065 0.02204058861516394 -0.01202750828943233 0.0028896213783849247 -0.053260714317554123 0.032313419813744512 0.0010568664909014831 -0.013618579702266024 0.00023051012246533671 -0.019172832337843976 0.0016443830665494714 -0.013032169570986242 0.041968353373962666 0.014306575237819918 0.013737987901219325 -0.028907280080932733 0.003411726574000427 0.036302741710784729 0.031691578077602145 -0.0031372481850272288 0.050702226775740655 leaf_weight=788.71531196537035 4.131067880196496 86.448486043678713 2.2741459759417948 0.99993810057640686 1.9176009465008963 7.3634844464249891 1.1999193765223024 3.6320099846925586 0.93175274552777398 0.68521555606275786 1.7352025269065046 5.8986418084241441 1.6244515981525181 0.79241857537999738 2.4233219809830189 412.46568432728236 17.100678495480683 0.99740229744929765 4.8251671266043541 0.80951873771846272 0.89734279637923453 2.2652256598230451 1.3191879214718927 2.851818421157077 1.5778803359717133 1.2834949117968788 0.59552940144203503 2.2292679278180003 2.618052939651534 0.95639166887849569 leaf_count=14187 110 2466 65 11 46 117 35 94 43 12 38 119 33 14 39 9392 549 27 111 13 22 43 34 73 41 45 26 58 61 13 internal_value=-7.70601e-11 0.00136274 0.000839265 0.000975707 0.00844311 0.0056282 0.00894364 -0.00133157 -0.0121866 -0.0208746 0.000702287 0.000540391 0.0120206 -0.00156665 0.0205051 0.000703756 -0.00339251 0.00339881 -0.000428111 0.0114008 0.0200971 0.0292089 -0.0116186 -0.00897361 -0.000359702 -0.0144103 0.00110768 0.0169747 0.00949115 0.0282134 internal_weight=1363.57 574.85 488.402 483.339 17.0724 14.7982 12.8806 5.51714 5.06282 1.88513 466.267 459.691 6.57539 2.52762 4.04777 453.793 40.7314 22.3115 18.1515 7.61317 4.15997 3.26263 18.4199 10.5384 5.71319 2.86138 413.061 6.61323 4.38396 1.76591 internal_count=27937 13750 11284 11131 369 304 258 141 153 47 10762 10638 124 52 72 10519 1101 518 426 156 92 70 583 270 159 86 9418 145 87 26 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=0 0 7 7 7 8 6 1 4 4 0 5 6 6 0 0 0 3 6 7 7 6 7 0 0 0 4 4 0 8 split_gain=2.21576 1.40005 1.18895 2.24026 1.60844 1.13427 1.37671 1.09924 0.980219 1.0911 0.941973 0.780493 0.71596 2.32285 1.9424 1.54981 1.3969 1.56083 2.00385 1.97302 1.53486 1.47341 2.04256 1.30178 2.45755 2.19034 1.1802 1.85704 2.05638 1.7517 threshold=0.27914373576641088 0.2814635187387467 0.16252005100250247 0.1498789116740227 0.2631687074899674 0.22500000000000003 0.41682198643684393 1.0000000180025095e-35 17.123868445595125 16.223126738475681 0.34393528103828436 6.9240744798897653 0.47051844000816351 0.44398242235183721 0.23882584273815158 0.24542410671710971 0.27595959603786474 1.0000000180025095e-35 -1.0000000180025095e-35 0.19380632042884829 0.2631687074899674 0.41398698091506964 0.2106425538659096 0.26781275868415838 0.27014884352684027 0.27296268939971929 6.4339813068198888 6.2808025007133494 0.26868095993995672 0.63333333333333341 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 -4 -7 8 9 10 -3 -9 13 16 -15 -16 26 18 -18 -19 21 22 -20 -17 -25 -26 27 -1 -29 -28 right_child=1 7 4 -5 -6 6 -8 11 -10 -11 -12 -13 -14 14 15 23 17 19 20 -21 -22 -23 -24 24 25 -27 29 28 -30 -31 leaf_value=-0.0011258869455037309 0.0098080523853077417 -0.00038438904608064679 -0.025084865858625686 0.046793796702661844 0.044304555160215794 -0.013967891069244801 0.030225570684762122 0.0040817586998556461 0.012263091862932531 -0.012027921090465066 0.0024615858880474729 0.036070868441148526 0.0012026836913041276 -0.022858324931691102 0.014196258644529334 -0.021158377010792713 0.025534971910310719 -0.0072925603680855725 -0.016424403278026412 0.037648653152588675 0.026810607205227772 0.028416379978079848 -0.049930550490462446 0.051134906405405238 -0.047223745390199606 0.025261096729301727 0.0058148034059221816 -0.037629837575720998 0.024227887924970281 -0.010329534454233451 leaf_weight=593.11232239847595 8.196127131348474 294.57959754255717 1.9100208319723595 1.7970893867313851 0.61135396175086487 1.445885432418436 1.1303872996941207 83.256290375065873 6.4169706525281063 6.215363048715516 162.35774343978846 0.69215376675128837 111.66528460437257 8.1548449702095258 3.1750923417275754 4.2521599740721285 1.057917396537962 2.7607097096042699 9.6274836926022491 1.2900247890502212 0.66910191049100909 0.54348601261153895 1.9730227524414647 0.75649694120511446 0.8450057692825792 0.67483755014836788 43.090889346669428 2.3557970020920034 0.60864417464472342 7.0364219548282554 leaf_count=9970 181 6950 53 24 20 31 21 2363 125 129 3706 37 2571 184 22 101 12 84 217 14 24 10 23 12 10 12 768 40 15 208 internal_value=-6.70147e-11 0.00142942 0.010445 0.0164592 -0.00134498 -0.00756571 0.00542281 0.00118362 0.00061835 0.000457012 0.000626835 0.00434551 -0.00102411 -0.00138871 -0.0120657 -0.00299561 -0.00110161 -0.00936337 -0.0141477 0.00701973 -0.0174241 -0.0198613 -0.0221232 -0.0113568 0.00695248 -0.0150392 -0.000872476 -0.00124427 -0.0249295 0.00354861 internal_weight=1362.26 568.609 15.0909 9.99322 5.09765 4.48629 2.57627 553.518 469.57 463.153 456.937 83.9484 793.65 681.984 17.8584 9.70359 664.126 17.9217 13.871 4.05073 12.8131 12.144 11.6005 6.5285 2.27634 1.51984 646.204 596.077 2.96444 50.1273 internal_count=27937 13640 330 205 125 105 52 13310 10910 10785 10656 2400 14297 11726 341 157 11385 384 286 98 274 250 240 135 34 22 11001 10025 55 976 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=0 1 0 4 4 0 6 6 0 0 7 6 7 6 4 6 6 8 4 0 0 4 0 4 4 8 7 8 0 0 split_gain=2.19799 0.940651 1.02908 0.922384 1.02764 0.90726 0.761215 1.37259 1.10166 1.21564 0.869826 0.762673 1.0397 0.867093 2.50712 1.10639 1.17381 0.908014 0.900024 1.41783 1.2485 1.16384 1.06973 0.983807 1.05135 0.819913 0.805562 0.864384 0.75861 1.13192 threshold=0.27846254408359533 1.0000000180025095e-35 0.2814635187387467 17.123868445595125 16.223126738475681 0.34393528103828436 0.41398698091506964 0.40714266896247869 0.33261813223361975 0.39818213880062109 0.19878225028514865 1.0000000180025095e-35 0.073560051620006575 0.2432506009936333 2.5289968048817539 0.36247448623180395 0.37254446744918829 0.18333333333333338 4.750962284912787 0.29667529463768011 0.37773573398590093 17.123868445595125 0.33593283593654638 3.0849009891038883 3.6553668162112118 0.22500000000000003 0.21864056587219241 0.30952380952380959 0.32745061814785009 0.31775394082069403 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -4 7 11 28 10 -10 12 -3 18 15 -15 -17 -16 20 -20 22 25 23 -13 -25 -21 27 -24 29 -8 right_child=1 6 3 -5 -6 -7 8 -9 9 -11 -12 13 -14 14 17 16 -18 -19 19 21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.001030513650002969 0.0080735995541267522 -0.03785639400795341 -0.00034859534225543362 0.011976304175029704 -0.011622862125910528 0.0024460088951077444 0.02323465376549624 -0.036581371890711131 -0.0029223552539617403 0.043227897203275543 0.039154270308312013 -0.015969675077573266 0.018899464834353324 0.042193555852381076 -0.028487442564903074 -0.043604970226220903 0.040054458645787619 0.0042284135968229551 -0.016535459008739033 0.038975160826719708 0.033374597569432403 -0.034696957069069757 -0.017444207726231155 0.017051795051914342 -0.004454822464710682 0.0096215538951575485 -0.0009595387554289515 -0.057519989665203101 0.039343209370151705 -0.011921704252115299 leaf_weight=785.68342336741625 17.355522096622735 0.31096768192946811 294.44510421920859 6.365954151377081 6.2304804732557377 162.11740407784237 3.2790690085676015 0.77701172418892284 6.6635543931770371 0.63364478829316784 0.47360090562142421 4.109470451439857 4.4107659568253439 2.2769218187313522 0.78111620247363944 0.31452311202883709 0.29022381640970707 33.886873545925482 2.1765546491369596 0.95664361747912785 0.72085175104439159 0.49142872914671976 1.1523329589981579 2.8074795139254984 7.5395120554603636 8.1747044620569778 0.97157489880919445 0.83563490584492672 1.4638554077828301 1.1009832566487601 leaf_count=14187 374 15 6950 125 129 3706 115 21 283 51 38 141 170 133 9 12 9 770 56 25 20 11 41 83 163 205 14 15 18 48 internal_value=-2.05944e-11 0.00141273 0.000899962 0.000634589 0.000478578 0.00064372 0.00429349 0.00307868 0.0108057 0.00340523 -0.000130273 0.00350546 0.0151616 0.00268992 0.00572621 0.0326135 -0.00345601 0.00349128 -0.00111857 0.00533058 -0.0053142 0.0102764 -0.00691554 -0.00355146 0.00138063 0.0126968 -0.023348 -0.0342899 0.0206463 0.0143976 internal_weight=1358.8 573.114 486.514 469.159 462.793 456.563 86.5993 72.9846 13.6147 7.7708 7.13716 72.2076 4.72173 67.4858 37.5497 2.88167 0.604747 34.668 29.9362 11.7993 18.1369 9.62278 17.416 14.4565 10.347 9.13135 2.95954 1.98797 5.84391 4.38005 internal_count=27937 13750 11284 10910 10785 10656 2466 1913 553 372 321 1892 185 1707 933 154 21 779 774 297 477 241 457 387 246 230 70 56 181 163 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=0 0 0 7 7 7 8 6 7 2 4 0 0 6 4 6 0 7 4 7 7 6 7 0 6 4 6 4 6 0 split_gain=2.12162 0.993208 1.01001 0.802245 1.62867 1.34536 1.18434 1.52565 0.767199 0.727296 0.694484 1.51937 1.70304 1.13656 0.996097 1.22687 0.907417 0.954294 1.10492 1.00181 0.956954 1.52762 0.905985 1.5503 1.65978 1.41263 1.56801 1.27133 1.12403 1.47256 threshold=0.27914373576641088 0.2814635187387467 0.35670730471611029 0.16252005100250247 0.1498789116740227 0.2631687074899674 0.22500000000000003 0.42607006430625921 0.25011394917964941 1.0000000180025095e-35 11.385096658544564 0.31119388341903692 0.34950956702232366 0.5462741255760194 10.63287365498606 0.09390145912766458 0.35300642251968389 0.19315263628959659 3.9656878418369055 0.22227978706359866 0.14878547191619876 0.074859566986560835 0.093041922897100462 0.30063301324844366 0.10812821984291078 5.611455935906597 0.21398246288299563 3.620247068523311 0.081325110048055663 0.31268125772476202 decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -5 -8 -4 10 14 -12 13 -13 16 -16 22 20 19 -19 21 -18 23 -3 28 26 -26 -28 29 -25 right_child=1 2 8 5 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.0010040119336046009 0.0088736957552963975 -0.011786910356659281 0.0031432657559341778 -0.024617805859182926 0.042859665938073714 0.042924679783816554 -0.011709039071867919 0.034015491190040839 0.040409925041267357 0.033481992031538302 0.019614548130523723 0.00043189285804905728 0.027104746384610377 -0.025056431168204534 0.013973058158778395 -0.020448375720296928 0.043005023941810334 0.04680182388027266 -0.011971572433748108 0.0019403677759128131 -0.023547890692775075 -0.011290843956823893 0.0010296960792772966 0.025703021341531299 0.018646450102903101 0.021214106367056198 0.001819843506007041 -0.023969436219871427 -0.030802125942221262 -0.011423380490785031 leaf_weight=790.71673398478742 8.2946911919862014 14.023231941799166 152.71124532830436 1.8355690422467876 1.4982691397890437 0.56949942116625596 1.6469961506081747 1.0923191169276831 0.49879950843751331 0.59714403306133945 5.2922160886228111 8.7982344680931401 1.8410241886740539 1.9177246275357891 1.2002521180547763 4.1686339987209067 0.56171761709265267 0.77571839536540244 1.8466845484217627 1.0604456556029616 4.2878976074280217 2.7472279382345732 325.80169327155454 1.1970351062482247 3.2242310255533075 4.2667794879525891 5.6048294976353628 2.4823027765814913 1.8536692379566373 4.8865090567996958 leaf_count=14297 181 381 3499 53 24 20 34 18 21 80 150 203 40 36 34 106 14 21 41 23 104 102 7530 62 103 205 239 108 45 163 internal_value=-4.49061e-11 0.00140119 0.0011945 0.00903432 0.0140734 -0.000558099 -0.005971 0.0065239 0.00326459 0.000398488 0.000348831 0.00613212 0.000449873 -0.00412949 7.71724e-05 -0.0127532 0.000261052 -0.00811882 0.0044137 0.0208928 -0.0141944 -0.00207372 0.0005212 -0.00389209 0.000815931 0.00650507 0.000956647 -0.00609604 -0.01035 -0.00411816 internal_weight=1357.3 566.583 551.645 14.9373 9.79296 5.14438 4.57488 2.73932 153.21 398.435 397.838 17.8492 12.557 10.716 379.989 5.36889 374.62 11.2797 3.68285 1.83616 7.59684 3.30895 363.34 37.5386 23.5154 15.5781 11.3114 8.08713 7.93721 6.08354 internal_count=27937 13640 13310 330 205 125 105 52 3520 9790 9710 429 279 239 9281 140 9141 305 85 44 220 116 8836 1306 925 655 450 347 270 225 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=0 1 0 6 0 4 4 7 0 0 5 7 7 6 4 4 7 6 6 7 6 0 4 7 0 6 6 7 7 6 split_gain=2.07408 0.886837 0.97385 1.03822 0.828308 0.867839 1.49731 0.756224 0.944285 1.72393 0.746756 0.710331 1.13009 0.676182 1.14086 1.29508 0.88669 0.811394 0.709338 2.13443 2.53728 1.98653 1.70119 1.5974 3.17572 4.09427 2.01777 1.99518 1.85326 1.75739 threshold=0.27914373576641088 1.0000000180025095e-35 0.2814635187387467 0.15832874178886416 0.34393528103828436 16.355322796421412 16.223126738475681 0.075659349560737624 0.3762121200561524 0.36626343429088598 4.9330445580954017 0.10070703178644182 0.1147204600274563 0.68199843168258678 4.5517906095566554 2.555843120094428 0.16468134522438052 0.69375240802764904 0.26109755039215093 0.095235347747802748 0.17462222278118136 0.2943160235881806 11.12914645856425 0.12651991844177249 0.3251031786203385 0.052540006116032607 0.08412554115056993 0.10529709979891778 0.10322001203894617 0.13217317312955859 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 13 8 9 -6 -3 -5 -13 18 15 16 -15 -18 19 22 23 -20 -4 24 26 27 28 -26 -21 -25 right_child=1 10 4 11 7 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 21 20 -22 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.00099220292594879591 0.023473850927642783 0.0038649358675563166 -0.0084044019761687107 0.028006751917185869 0.020527263339488098 0.017418458974918498 -0.030916329772437582 0.0020310800896186391 0.035509836794366617 -0.034507293584590246 0.026404919297575002 -0.025671918090756762 0.0056487609044077128 0.055089390898718449 0.030153636441815457 -0.029663498898815529 0.047347271183598522 -0.0092210947033975546 -0.0099722859116042773 0.027349761166058403 0.010061078323271772 -0.00042060569565008013 0.027595467115662603 3.537505343135732e-05 0.047907552082748286 -0.036705622905483265 0.026974083345280092 -0.017633454941492106 -0.005142076496459847 -0.013326536970822317 leaf_weight=790.49233743127479 3.326493492582812 83.063086224894505 24.691127001715362 0.99208685080520709 1.7530285106040535 2.4704797640442839 1.4434451353736211 166.53176968113985 1.3666060895193366 0.72375286032911379 1.3442697320133437 1.2095051459036747 7.2606609831564128 0.37562146596610491 1.7533837864175437 0.92571511445567001 0.29092973098158825 1.058481875574216 23.167274423176423 2.2256217398680764 31.69903640227858 127.14276672946289 1.2407575288088981 51.933132741090958 1.0529689453542221 2.7851544534787536 6.5307094083400443 0.69322817400097836 5.4454708066768944 10.680660986341534 leaf_count=14297 85 2365 625 25 100 54 25 3658 99 24 82 20 153 13 57 46 14 53 719 34 768 2839 69 1100 12 59 150 24 166 202 internal_value=-5.29687e-11 0.00138776 0.000889823 0.00905751 0.00066662 -0.00028834 -0.000436558 0.00233472 0.015491 0.00444534 0.00422391 0.00398938 0.0011763 -0.000286755 0.0113798 -0.00103851 0.0143227 0.0029749 -0.000464367 0.00108055 0.0028612 -0.00189281 -0.00668192 5.55686e-05 0.00774132 -0.014126 0.0147185 0.0218882 0.00428481 -0.0022439 internal_weight=1355.67 565.177 480.77 12.7887 467.981 297.606 295.135 170.375 3.84339 2.47678 84.4074 9.46225 8.47017 293.692 4.40413 2.65075 1.72503 1.34941 289.288 138.978 113.046 150.31 25.9319 81.3469 18.7332 4.53135 14.2018 1.7462 7.67109 62.6138 internal_count=27937 13640 11193 283 10910 7029 6975 3881 223 124 2447 198 173 6950 183 126 80 67 6767 3209 2515 3558 694 1747 445 95 350 36 200 1302 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=0 0 1 7 7 0 5 0 0 6 6 6 7 4 6 6 7 6 2 4 7 7 1 6 7 7 7 7 0 0 split_gain=2.07375 0.965235 0.951461 0.784474 1.3817 0.784093 0.763892 0.738383 0.901395 0.774205 1.0796 0.776965 1.11451 0.740787 0.951243 0.912461 0.73705 0.723863 0.722803 0.70513 0.70319 0.691202 0.687364 0.751235 0.748548 0.679545 1.2733 0.844237 0.646554 2.23673 threshold=0.27914373576641088 0.2814635187387467 1.0000000180025095e-35 0.2631687074899674 0.23443570733070376 0.45072206854820257 12.293853605328623 0.3251031786203385 0.32584685087203985 0.41398698091506964 0.40431641042232519 0.37254446744918829 0.10070703178644182 3.105381043137704 0.12469720467925073 0.15002845972776416 0.062790244817733779 1.0000000180025095e-35 1.0000000180025095e-35 7.0389304389073812 0.22854636609554294 0.16752526164054873 1.0000000180025095e-35 -0.056451981887221329 0.11068867519497873 0.16252005100250247 0.1498789116740227 0.18472351133823398 0.28371055424213415 0.28438821434974676 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 5 4 25 6 18 9 -9 10 11 12 16 -14 21 19 -4 -10 28 -16 -19 -15 23 24 -1 26 -2 -27 -3 -30 right_child=1 2 7 -5 -6 -7 -8 8 17 -11 -12 -13 13 14 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.0048599767655937137 0.0092275485941728588 -0.0069948575462442123 0.020581964167039519 0.042791327016669059 -0.042322764035145295 0.011803981887602188 0.033396423395474377 0.039023359493102365 0.023126255707732302 0.01409836527963238 -0.050494835113918377 0.027346821729987984 -0.0080922364696831978 0.024981016784858468 -0.0016109229607775173 0.0028507076650839741 -0.024657079839535689 0.0046570810068107147 0.033446474373638256 -0.043596824681451263 0.029924465191836839 -0.0047544664095167796 0.0015648688878650424 -0.001350997882168645 0.043789213798131721 -0.018044759593925954 0.040660371618126662 0.010104014278962117 0.02141894906297789 0.00039245658975495604 leaf_weight=1.479841444641351 8.3668969210702873 10.29823356203269 0.37263819202781734 0.59192704409360963 0.48309013666585165 5.6154299997724584 0.63541264063678582 0.75625510013196517 2.1256771068437947 3.5075473217002573 0.38823303766548534 0.89750960259698231 6.217798502068038 2.7779241204261811 0.7355592837557221 14.796249481456469 2.4896562973735854 44.705859442125075 0.59780607064021651 0.705092714400962 1.013754587213042 0.94217437226325262 84.556724123598542 703.91804251804933 0.63541703205555666 1.5934814768843342 1.3465240532532323 2.4080752971349284 4.60035762481857 444.64845364772191 leaf_count=25 181 292 31 20 14 102 24 24 85 143 10 42 178 97 18 347 176 1177 88 8 36 28 1663 12597 12 34 24 57 96 10308 internal_value=-2.73013e-11 0.0013904 0.0011866 0.00895315 0.00754241 0.000661466 0.000525674 0.00415777 0.00652665 0.000754585 -0.000788936 -0.000144281 -0.000994006 0.000949577 0.00376664 0.000631589 -0.0187675 0.006013 0.000480283 -0.0221599 0.00521734 0.01745 -0.000991228 -0.00129735 0.0165542 0.00929884 0.0135849 -0.00110526 0.000437399 0.00060777 internal_weight=1354.21 563.618 548.828 14.79 14.1981 466.396 460.78 82.4319 48.6015 33.8304 30.3228 29.9346 29.0371 26.1748 19.957 16.2369 2.86229 47.8453 460.145 1.44065 45.7196 3.7201 790.59 706.033 2.11526 13.715 9.71342 4.00156 459.547 449.249 internal_count=27937 13640 13310 330 310 10910 10808 2400 1322 1078 935 925 883 676 498 373 207 1298 10784 26 1213 125 14297 12634 37 296 205 91 10696 10404 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=0 4 4 1 0 7 6 0 0 0 0 0 6 0 7 0 0 0 7 0 4 7 6 6 6 0 0 7 7 6 split_gain=1.98047 1.29637 0.975122 1.26143 1.31036 1.14086 1.40909 1.52754 1.43358 1.49462 1.46924 1.33194 1.20876 1.15346 1.04399 0.991613 1.27247 1.2287 0.924388 1.27484 0.916037 0.896326 0.866828 1.61769 1.1622 1.06411 1.01126 0.907003 1.02334 0.996428 threshold=0.34950956702232366 3.1611572860905777 2.5289968048817539 1.0000000180025095e-35 0.1478260010480881 0.11016714945435525 0.074859566986560835 0.23139642924070361 0.23035723716020587 0.19843149930238727 0.25871095061302191 0.25960800051689154 0.20896020531654361 0.20976476371288302 0.066402930766344084 0.22134421020746234 0.20399547368288043 0.22804515808820727 0.22009836137294772 0.14125970005989077 23.854253910915254 0.099255822598934187 0.048735044896602638 0.091644059866666808 0.10812821984291078 0.2943160235881806 0.23445418477058413 0.15472642332315448 0.1247118003666401 0.1176501326262951 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 7 13 9 -8 14 -12 -11 -6 -10 16 -7 -17 -5 -20 -3 -4 -19 -24 -25 26 -26 28 29 -27 right_child=-2 20 21 4 5 15 8 -9 10 12 11 -13 -14 -15 -16 17 -18 22 19 -21 -22 -23 23 24 25 27 -28 -29 -30 -31 leaf_value=-0.001318608154785256 0.0029374326159049345 0.00093803561543387101 -0.02819043013241903 -0.014893929041710167 -0.013053912188467643 0.0055749098471047625 0.032389422445088613 -0.026763007801909648 0.001708434947386722 0.001775314451598848 -0.055159891866943304 0.016656174054605847 -0.047353303967353724 0.057499787792855202 0.045433312341903932 -0.043804024826556091 0.037456156067631197 0.020626980938459504 0.052092877058414845 -0.0090091241778327488 -0.039386035819201685 -0.0056949338643732432 -0.030539771630649502 0.049830808130572037 0.03296293525105104 -0.048671880472419396 -0.0088072995247950991 -0.0023921633534511456 0.045006862884616902 0.030861995277072861 leaf_weight=690.58260189128487 179.21343853411963 418.69390628754991 1.7367076611553809 4.8411707123741499 0.39417685940861646 6.5130005502142039 1.0731624634936436 1.428663017140934 0.58046550303697619 1.8791375081054869 0.25492626428604159 2.6333833151729777 0.59294858388602723 0.44284060457721353 3.2047441937029362 0.60533485375345009 1.3624304952099917 1.6076091984286893 0.4853079004678873 0.83793857716955245 0.50763682089745898 19.414322397205979 1.6502320549916465 0.42476922646164794 0.55700990185141463 0.25187349319457952 8.2150601530447585 1.6286820531822739 1.1600214282516388 0.32431379263289273 leaf_count=12715 4180 9539 69 75 8 115 28 51 11 39 1 171 6 13 58 9 27 47 28 14 10 401 35 8 8 2 175 51 20 23 internal_value=-6.83187e-11 -0.000448449 -0.00119147 -0.00100836 0.00398019 0.00612531 0.0134963 -0.00790828 0.0182421 0.0028255 0.026432 0.0103176 -0.0100086 0.0242739 0.0387281 0.00233843 0.0110903 -0.00185792 -0.00882031 0.0134004 0.000889205 -0.00754204 -0.00025286 -0.00261472 0.00105379 -0.000653306 -0.00615497 0.0136892 0.0287746 -0.0039053 internal_weight=1353.1 1173.88 754.683 733.532 42.9492 36.7848 12.4844 2.26568 10.2188 3.54525 6.67352 2.88831 2.47209 0.837017 3.78521 24.3003 7.87543 16.4249 6.16442 1.32325 419.202 21.151 15.8196 14.212 12.5617 12.137 8.77207 3.36489 1.73621 0.576187 internal_count=27937 23757 14208 13738 1023 906 386 72 314 73 241 172 45 21 69 520 142 378 117 42 9549 470 369 322 287 279 183 96 45 25 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=0 5 4 8 4 4 4 4 4 6 0 0 6 7 7 6 7 0 0 1 7 0 0 0 0 6 0 6 0 4 split_gain=1.97497 0.92367 0.946424 0.91856 0.979007 1.87287 1.3732 0.980135 1.12299 0.944964 1.3206 1.64327 1.53938 0.940688 1.60254 1.15085 1.08111 0.937697 0.889413 0.847857 0.82374 0.81745 1.13909 1.05221 0.918211 0.809305 0.790715 0.789519 1.47082 0.94026 threshold=0.3194758147001267 8.1967509811877814 3.620247068523311 0.73214285714285732 15.668307516544177 18.230563520264287 11.385096658544564 9.0706981720429383 8.7617910712180489 0.20087321102619174 0.28601711988449102 0.25267314910888677 -0.056451981887221329 0.12010787427425386 0.1247118003666401 0.26901334524154669 0.067983746528625502 0.29503540694713598 0.31775394082069403 1.0000000180025095e-35 0.23463609814643863 0.20976476371288302 0.31119388341903692 0.29979285597801214 0.29584078490734106 0.34346945583820349 0.17889278382062915 0.17126950621604922 0.26781275868415838 8.8821772030877604 decision_type=2 2 2 2 2 2 2 2 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 19 -3 4 6 -6 7 8 18 10 11 -8 -13 15 -15 -9 -17 -18 -1 -2 -20 25 23 24 -23 -5 -27 -10 -29 -30 right_child=1 2 -4 21 5 -7 9 13 27 -11 -12 12 -14 14 -16 16 17 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.00067804183367091073 0.0012455275679310938 -0.010252921036879789 0.037505871632247494 0.028202469858652313 -0.039722872266337153 0.010105147030925209 0.020574505976458206 -0.025810650970288309 0.029953918041615062 0.02346441527006398 0.02557064888701531 0.032252492036083845 -0.036233976782395622 0.03344399519243612 -0.0063913560932798309 0.047169560294469073 -0.025273629367713164 0.020422227359635239 -0.0081997152245454549 0.0054395421220771066 -0.043433841727728302 0.016701452275660271 -0.01458208116606303 0.043620825183371702 -0.020048071238967936 0.0072494411964321159 -0.034189757789297032 0.025757201147583109 0.026638073400662102 -0.016566167051632951 leaf_weight=973.56723043645979 274.40670820199011 0.52897037542424996 1.2701060744002459 0.44140441768104066 1.5958644605707371 1.1815286660566924 1.147057684604077 4.3516809473512721 1.6181927248835553 3.4572515516774729 1.5497027537785468 0.35789288952946696 1.6910479373764244 1.0164851276203979 8.5870852025691402 0.37724799849092994 1.1219569967361165 0.63172082696109999 5.8635360466432749 51.527713333154679 0.66489787003956724 4.9453767437735223 1.1682312830671433 1.1515782609931191 0.69830381424981158 0.69837434822693456 1.019244178489316 1.9575940588256342 0.56534974533133242 2.2885127617046237 leaf_count=18325 6329 14 36 34 33 24 21 118 32 82 63 3 43 10 221 13 38 17 168 1431 15 388 48 65 30 108 111 45 24 48 internal_value=1.8346e-11 0.00202689 0.0234637 -0.000648893 -0.000738698 -0.0185256 -0.000689825 -0.000789841 -0.000670065 0.0115347 0.00284396 -0.00817595 -0.0242713 -0.00813541 -0.002175 -0.0169654 0.00109804 -0.00881278 -0.000752047 0.00190857 -0.0117882 0.00834345 0.0127824 0.0174869 0.0121544 -0.00802965 -0.0173408 0.0118267 0.00573009 -0.00800741 internal_weight=1351.45 327.733 1.79908 1023.71 1013.59 2.77739 1010.81 1002.61 986.525 8.20295 4.7457 3.196 2.04894 16.0862 9.60357 6.48261 2.13093 1.75368 980.096 325.934 6.52843 10.1225 7.96349 6.79526 5.64368 2.15902 1.71762 6.42965 4.81146 2.85386 internal_count=27937 7810 50 20127 19343 57 19286 19074 18657 212 130 67 46 417 231 186 68 55 18508 7760 183 784 531 483 418 253 219 149 117 72 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=0 1 5 0 0 7 7 0 4 0 0 7 7 6 6 0 6 0 7 8 6 4 6 6 0 7 7 7 6 6 split_gain=1.94135 1.20421 1.05739 0.881619 0.892055 0.957697 1.09931 1.10691 1.0162 0.839803 2.86717 2.5287 1.63023 1.50852 1.35767 1.27248 1.37771 1.29985 2.18492 1.07505 1.06256 1.12577 1.33643 1.0048 0.923471 2.7802 1.89851 1.86335 1.49876 2.16621 threshold=0.34950956702232366 1.0000000180025095e-35 6.3985309064871325 0.34620070457458502 0.3251031786203385 0.22854636609554294 0.20257358998060229 0.32745061814785009 10.771595652508216 0.24953934550285342 0.24369046092033389 0.12342920154333116 0.11521006748080255 0.12715408951044085 0.22003825008869174 0.24457292258739474 0.11060302332043649 0.24622645974159243 0.14301286637783053 0.18333333333333338 0.14288520067930224 1.0000000180025095e-35 0.18047484755516055 0.16025038808584216 0.25481888651847845 0.1738153547048569 0.16644789278507235 0.19046599417924884 0.29233731329441076 0.27783079445362097 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 8 -8 -6 10 19 12 14 15 -12 -13 17 -17 -19 -1 -15 22 23 -22 25 26 28 -27 29 -11 right_child=-2 3 -4 -5 5 -7 7 -9 -10 24 11 13 -14 20 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.0018931728266884267 0.0029101012401554359 0.0014785211582798228 0.0074490521280155594 -0.017263053517988621 0.01334004602197271 0.044450294996566921 0.021152790173745335 -0.01481185669810565 -0.016894837162811475 0.0071730486489321489 -0.0072500299343105298 -0.029561774321980028 0.051805516470238483 -0.055287708507763413 0.022055793847346648 0.019690126202927243 0.048071391064458346 -0.052023974711523972 0.010758259733970323 0.0016110065129627132 -0.012971113489968081 -0.03034368962307606 -0.016754879620924066 0.037700463925965454 -0.00039616947786219283 -0.02819109848538464 0.027533536515658933 -0.00043597968669678127 -0.0085349877454734806 0.046816087181186877 leaf_weight=389.67757188999167 178.96032151614781 118.7904568125814 13.79850304109277 2.0716371583985156 13.481482457995304 0.64166445168666442 1.0108011849224556 3.2356703286059201 1.0806665024720121 15.661024157889196 5.5653318214463088 1.1322747636586452 0.59580439329147328 0.71507322043180721 1.9113928652368484 1.572207266231999 0.60710592754185189 0.88554175943136249 1.1426021778024731 98.765577533678879 0.65854000626132136 4.8349041474284595 11.540224615106125 0.75714756734669209 459.33525314224607 3.0587725550867599 4.4831968862563363 7.5512882560724393 4.888166995253413 1.3472524229437102 leaf_count=6292 4180 2788 299 47 410 27 13 47 27 268 103 17 17 5 58 30 10 15 32 1961 15 96 255 10 10527 60 40 173 97 18 internal_value=3.21909e-11 -0.000444819 -0.000799844 0.00216256 0.00245367 0.00840929 0.00717973 -0.00625108 0.0110963 -0.000911798 -0.00175387 -0.0104652 0.00404761 -0.0153782 0.000241879 -0.00133109 0.00626611 -0.000783266 -0.0166541 -0.00118461 -0.0194314 -0.0179902 -0.0133802 0.0141294 -2.89503e-05 0.00453115 0.00974722 -0.0084375 0.00610555 0.0103132 internal_weight=1349.76 1170.8 1030.48 140.312 138.241 19.4503 18.8086 4.24647 14.5621 1016.69 520.361 31.9182 8.07253 23.8456 7.47672 5.33973 4.20746 3.60035 2.02814 488.443 18.5059 17.7908 12.9559 1.41569 496.325 36.9897 26.3796 10.6101 21.8964 17.0083 internal_count=27937 23757 20398 3359 3312 524 497 60 437 20099 8916 663 178 485 161 104 87 77 47 8253 381 376 280 25 11183 656 423 233 383 286 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=0 1 4 4 3 4 8 4 0 6 7 0 2 6 0 5 0 0 0 0 7 4 4 5 0 7 4 4 0 6 split_gain=1.89123 1.16311 0.926906 1.20008 1.11474 1.10478 1.1377 1.26397 0.904475 0.867489 1.03462 1.39802 0.86515 1.18706 1.34845 0.864683 0.842643 1.89808 1.1411 1.64308 0.792953 0.772996 0.761225 0.740363 0.718762 0.709366 0.702464 0.701299 1.07316 0.699989 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 9.9438019438136287 0.28371055424213415 0.58758777379989635 0.25437921285629278 0.2200538516044617 1.0000000180025095e-35 0.36247448623180395 0.082279823720455184 7.620172048983699 0.25026445090770727 0.25267314910888677 0.24122734367847445 0.22804515808820727 0.11211706697940828 8.8116396437251385 8.3376357966696197 8.1967509811877814 0.20840417593717578 0.25011394917964941 12.012512428932888 8.5935714216443824 0.24542410671710971 0.20896020531654361 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 -4 9 -6 21 8 -8 10 11 -5 23 24 -15 -11 18 -18 19 -13 -9 -7 -10 -1 29 -2 -22 -20 -29 -14 right_child=25 -3 3 4 5 6 7 20 22 15 -12 16 13 14 -16 -17 17 -19 27 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0011529331477773213 0.0030287830727725997 0.002128535928728185 0.015972076844990447 0.033049737495130987 -0.044945516673587767 0.038485616112618727 -0.0034734763786645989 -0.0075838415958771931 0.0060309803940894972 0.024909608379996846 -0.026409731256359415 -0.028147305920578548 0.0073019603745014539 -0.024255555593514857 0.033621280198184875 -0.020715792295322034 0.036871576545104721 0.0024377858657039344 -0.044296893108969893 0.030766674809453717 0.0010242443665317172 -0.011298056783723132 -0.027694963523037189 0.013437067777039685 0.018472748908112565 0.039917504259730958 0.023560718209784646 -0.043759673836665132 0.010199375273896931 -0.012483485899344792 leaf_weight=953.40469112496066 152.33942424977431 143.75263164861826 5.4033711363445027 1.374084471259265 0.59648953564465301 0.92219209857285267 4.2473607757128793 4.0681989828590286 0.7098204536596312 2.7503948962548743 1.084909469122066 0.70468562562018533 3.0944634005427343 0.43000556842889581 2.300981878710445 0.43264684756286431 1.4876737743616093 45.669708152126987 0.94760776311159167 1.0775320623069999 3.084201077464968 0.4035315215587616 3.9770794844953343 3.1405446033750186 1.7957902787893543 0.47061420208774407 2.0871668469626456 0.54388745082542278 0.85039600264281034 3.3531891253078356 leaf_count=18449 3499 3493 137 20 13 23 117 70 17 57 40 16 103 25 121 15 13 1094 20 26 72 12 117 78 87 21 62 11 18 91 internal_value=4.2965e-12 -0.000402271 -0.000748776 0.00230518 0.00134636 -0.00472796 -0.00349771 -0.00545486 -0.0135005 0.00349082 0.0025895 0.003187 -0.00100894 0.00736633 0.0245083 0.0187081 0.00238683 0.00352407 -0.010617 0.00747219 0.00232495 0.0233322 -0.0225872 -0.00110503 0.00168732 0.00314239 0.01012 -0.0243832 -0.0108492 -0.00298773 internal_weight=1346.51 1193.7 1049.94 82.4229 77.0196 20.096 19.4996 18.1738 8.93426 56.9235 53.7405 52.6556 967.52 10.9744 2.73099 3.18304 51.2815 47.1574 4.12411 1.78222 9.23957 1.32572 4.6869 956.545 8.24344 152.81 5.17137 2.34189 1.39428 6.44765 internal_count=27937 24417 20924 1970 1833 503 490 455 251 1330 1258 1218 18954 427 146 72 1198 1107 91 42 204 35 134 18527 281 3520 134 49 29 194 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=0 1 4 4 3 4 8 4 0 6 7 0 2 6 0 7 0 0 7 4 6 5 7 7 4 0 0 0 0 0 split_gain=1.87433 1.16278 0.893745 1.22877 1.04553 1.00692 1.08265 1.1738 0.881154 0.875361 0.882449 1.25559 0.820178 1.12391 1.25515 0.813871 0.898497 1.95619 1.51322 0.831581 0.850307 0.789708 0.773247 0.753871 0.735285 0.731509 0.72611 2.84467 2.21475 3.59279 threshold=0.35670730471611029 1.0000000180025095e-35 7.523290384156204 7.8594696930916443 1.0000000180025095e-35 7.8818215293399492 0.35416666666666669 9.9438019438136287 0.28371055424213415 0.58758777379989635 0.25437921285629278 0.2200538516044617 1.0000000180025095e-35 0.36247448623180395 0.082279823720455184 0.24893484264612201 0.25105556845664984 0.25267314910888677 0.16921617835760119 11.385096658544564 0.34953159093856817 7.620172048983699 0.11211706697940828 0.08038830012083055 8.3376357966696197 0.20840417593717578 0.21101059019565585 0.19843149930238727 0.18711746484041217 0.17206241190433505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 -4 9 -6 -7 8 -8 10 11 -5 26 25 -15 16 18 -18 19 20 23 -11 -9 -13 -10 -14 27 28 29 -1 right_child=-2 -3 3 4 5 6 7 22 24 21 -12 15 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00037270363243443338 0.0031290776335404853 0.0021292513991686686 0.016170322799672524 0.03200604639274706 -0.04424412570935439 0.023299245135382868 -0.0033137814105401813 -0.0076083536939668744 0.0058481566668791536 0.024905263850152355 -0.024525255685996578 -0.051316832899887595 -0.0030773301096331165 -0.023752880233810426 0.03298776083107352 0.039067429024067221 0.039107634191827972 0.0020114214655210612 -0.050948198978061139 0.023463060831890068 0.013643746384485261 -0.018953122303098209 0.0098683340943820849 -0.0090386122717974558 -0.027419641714291093 0.018767007737135837 -0.00055556308863623173 -0.0096883887709772343 0.0056131291239257322 -0.010243921297522485 leaf_weight=166.09457266677418 152.72623483353527 143.77410078606044 5.3453446258790782 1.3116634630132455 0.56103035435080784 1.2699910765513802 4.2334462404251116 4.0933633089298365 0.70685569546185423 2.6782199292210858 1.0677479011355888 0.58610529731959138 6.342980691813862 0.41574508580379133 2.248579118604539 0.53554382454603811 1.3166763456538308 45.147564765880816 0.72582332789897908 0.80251654889434565 0.80373255256563414 0.42862468806561071 5.1389034332241863 1.0772437141276894 3.8801646053325385 1.7632292059424797 670.57365347669111 40.870170534020872 37.100149020647223 41.469572090489237 leaf_count=2514 3520 3493 137 20 13 35 117 70 17 57 40 12 194 25 121 5 9 1091 15 18 20 15 134 28 117 87 13698 848 627 840 internal_value=5.00109e-12 -0.000400794 -0.000747694 0.00226512 0.0012918 -0.00462445 -0.0034741 -0.00535758 -0.0131838 0.00337455 0.00247349 0.00302462 -0.00100231 0.00723005 0.0241339 0.00227918 0.00188874 0.00306263 -0.0117629 -0.00306412 -0.0116931 0.0188545 0.00211959 -0.023936 -0.0222931 0.00167416 -0.00109504 -0.002362 -0.00113816 -0.00234489 internal_weight=1345.09 1192.36 1048.59 81.7106 76.3652 19.8838 19.3227 18.0527 8.82047 56.4815 53.3746 52.3069 966.879 10.7705 2.66432 50.9952 50.4597 46.4642 3.99542 3.2696 2.46708 3.10684 9.23227 1.66335 4.58702 8.10621 956.108 285.534 244.664 207.564 internal_count=27937 24417 20924 1970 1833 503 490 455 251 1330 1258 1218 18954 427 146 1198 1193 1100 93 78 60 72 204 40 134 281 18527 4829 3981 3354 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=0 0 0 0 6 0 7 4 4 0 7 7 0 6 0 7 0 8 8 7 5 6 7 8 6 7 6 6 0 4 split_gain=1.84974 0.885051 0.924637 1.37502 1.48556 1.13719 1.17595 1.02894 1.43756 1.35358 1.26092 1.06246 1.05936 1.02929 0.973101 0.912158 0.910752 0.932156 1.12422 1.55749 0.877822 0.973022 1.0413 1.27616 1.14781 0.947028 0.869208 1.04751 0.858271 1.26512 threshold=0.27914373576641088 0.2814635187387467 0.36328005790710455 0.36913928389549261 0.70225954055786144 0.36773906648159033 0.13020712137222293 17.327100982140248 13.851380059551104 0.41439051926136022 0.10756061226129533 0.10039460659027101 0.42063632607460028 0.32188710570335394 0.39818213880062109 0.12515221536159518 0.36204144358634954 0.35416666666666669 0.22500000000000003 0.1297457963228226 6.9240744798897653 0.63820993900299083 0.22680334001779559 0.22500000000000003 0.30528312921524053 0.15537412464618686 0.53924754261970531 0.48418529331684118 0.36054804921150213 7.2829959206998724 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 16 4 5 6 -4 8 9 -5 11 12 -10 14 -9 -12 28 18 19 -18 21 22 23 24 -8 -26 27 -7 -3 -30 right_child=1 2 3 7 -6 26 20 13 10 -11 15 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.00094068884446337148 0.0086086883249768733 0.00040845544876069002 0.020145084932373904 0.00067594452596190537 -0.019657261381828862 0.019848344887384066 0.029755898785959588 0.037181121532136534 -0.028348842319311684 0.0093773971528823569 0.019662810994381358 -0.051974300479111141 0.040464293892754348 0.030916660011440791 -0.022033147687564043 -0.0088220846187457014 -0.044237597861904079 0.025048406507608013 -0.036279522351672457 0.0238734564138719 0.039666726589240177 0.034343373124211686 0.018728590155279452 -0.021577331729585352 0.021923082979852401 -0.017089534843337497 0.037504141514853796 -0.023267266219235635 0.0060733787120003154 0.04811988630263965 leaf_weight=783.55467887349005 14.594159997883251 402.96320135658607 4.353792568552314 78.250010461197235 1.4271863251924504 4.2895614011213175 1.0910601448267647 0.35882493434473806 0.69546861876733457 20.254046882851981 1.2151158954948185 1.0399001091718671 0.28339098556898534 2.1188793685287237 0.82186729926615953 6.0460606303531677 0.46307381021324501 0.46251821256009851 1.7693546506343409 0.86951831949409097 0.51414817851036865 0.66796971857547838 1.5978146127890793 3.3613450031261891 0.76947759930044446 2.0571774838026613 2.1918923687189817 0.57513941219076503 3.3864598446525624 0.79529594327323128 leaf_count=14297 330 10120 113 1817 14 74 27 11 27 414 26 12 16 40 22 145 13 21 36 40 6 10 26 87 10 40 20 13 81 29 internal_value=1.10814e-11 0.0013179 0.00112256 0.00328667 0.00998081 0.011951 0.00711986 0.00190687 0.00140169 0.00246511 -0.00988615 -0.0308588 -0.00842666 0.018409 -0.0040373 -0.0040553 0.000416588 -0.0146818 -0.0206058 0.000204965 0.0014822 -0.000574668 -0.00320219 -0.00801618 0.0036191 -0.00646944 0.0218184 0.0147509 0.000548771 0.0140699 internal_weight=1342.84 559.284 544.69 133.98 22.8966 21.4694 14.4128 111.084 107.784 98.5041 9.27994 2.01876 0.97886 3.29957 1.18069 7.26118 410.709 3.56446 3.10195 1.33259 10.059 9.54484 8.87687 7.27906 3.91772 2.82666 7.05659 4.8647 407.145 4.18176 internal_count=27937 13640 13310 2970 440 426 319 2530 2457 2231 226 55 43 73 33 171 10340 110 89 53 206 200 190 164 77 50 107 87 10230 110 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=31 num_cat=0 split_feature=0 8 4 0 0 6 4 4 0 6 6 7 7 7 7 8 6 5 0 0 0 0 6 7 7 0 7 7 6 6 split_gain=1.84874 1.20949 1.10442 0.844348 0.990758 1.47196 1.73391 2.0918 0.953858 0.993645 2.66519 1.19567 1.66772 1.67327 1.66027 1.38783 1.27667 1.08225 0.842351 2.89851 1.78266 1.81813 1.61296 2.21174 1.89817 1.67307 1.64478 1.56111 1.40583 1.29501 threshold=0.36054804921150213 0.2678571428571429 9.0706981720429383 0.36913928389549261 0.37283328175544744 0.12715408951044085 8.2200109890052264 3.9202506093377818 0.36773906648159033 0.47340346872806555 0.51203331351280224 0.14572434127330783 0.19501011818647387 0.22088898718357089 0.22680334001779559 0.18333333333333338 1.0000000180025095e-35 6.9240744798897653 0.20976476371288302 0.19843149930238727 0.18711746484041217 0.17383250594139102 0.44727371633052831 0.15701697766780856 0.14957885444164279 0.19238109886646274 0.12229974567890169 0.083783496171236052 0.54385313391685497 0.12275208905339242 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 18 8 5 -5 7 -7 9 11 -11 16 15 -14 -15 -13 -2 -12 19 20 21 -1 23 24 25 -22 -27 -21 -20 -25 right_child=3 -3 -4 4 -6 6 -8 -9 -10 10 17 12 13 14 -16 -17 -18 -19 28 27 22 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_value=-0.00098547568111277857 -0.023588220733512546 0.0012659527978731001 -0.035982064163392495 0.027262448502474945 0.0029699430402222791 -0.018335023566934113 -0.031975596241047198 0.013848562850592376 0.01715815180113003 -0.037883537495329689 0.0014162154397867786 0.022559257783663193 0.036726190699833239 -0.033291384655528389 0.017860894874797816 -0.024276656876745288 0.024236993619797746 0.04521015334813857 -0.00067717598788098569 0.011113600577217431 0.010836220658275494 -0.0085831948108370526 -0.014616942000054103 0.024009879999044085 -0.047774277855640965 -0.018659227349547333 0.024916233972311776 -0.01232577617291084 0.0048692875263466389 0.0079225454262671947 leaf_weight=176.71564796839812 0.5530100080650352 300.67522721400746 0.8083550650626411 1.0435545414220531 99.676613386836834 3.7810490739066136 2.4646677772980183 3.5001103654503822 7.2741011097095898 1.6123604662716369 7.3511793765937909 0.73011545540066469 1.764883119612932 0.92444521654397283 1.4939584545791147 2.5868439839687198 5.4840209900867194 0.54554963577538718 572.20379427894659 2.7828601258806875 6.1288446220569277 33.762440998329112 3.4720080773113287 6.3908953568716269 0.80172159522771913 4.8536437866277993 0.92876603920012701 31.553425393816724 44.313792305518291 15.248823422029089 leaf_count=2719 11 7311 14 27 2310 77 43 73 110 42 134 44 33 17 25 71 166 7 11607 44 75 727 120 79 7 82 23 677 1030 232 internal_value=3.71883e-12 -0.000381373 -0.000931738 0.00325238 0.0020352 -0.00660033 -0.0102263 -0.00286412 0.00768691 0.00469752 -0.00273493 0.00991835 0.00191937 0.0145161 -0.00169228 -0.0139673 0.0198561 0.00444174 -0.000900228 -0.00225637 -0.00112664 -0.00220421 0.00486962 0.00683912 -0.00309228 -8.48255e-05 -0.0116602 -0.0104261 -0.00027851 0.0126736 internal_weight=1341.43 1200.64 899.965 140.786 110.466 10.7894 9.74583 7.28116 30.3205 23.0464 9.50909 13.5373 7.50025 4.18329 2.4184 3.31696 6.03703 7.89673 899.157 282.639 248.303 210.478 37.8247 34.3527 12.713 11.9113 5.78241 34.3363 616.518 21.6397 internal_count=27937 24747 17436 3190 2530 220 193 150 660 550 183 367 190 75 42 115 177 141 17422 4785 4064 3446 618 498 187 180 105 721 12637 311 is_linear=0 shrinkage=0.03 Tree=224 num_leaves=31 num_cat=0 split_feature=0 8 4 6 4 6 7 3 0 6 7 0 0 0 7 6 7 7 6 0 6 0 6 6 6 0 0 0 0 0 split_gain=1.89093 1.21933 0.877901 0.873061 2.24077 1.24222 2.35523 2.31326 3.36897 3.08064 2.3008 1.49036 3.60691 3.23719 1.72653 1.65532 1.49148 1.33372 1.09475 1.0077 2.22037 2.74856 2.1959 1.21503 1.19909 1.18743 1.10396 2.32971 2.25051 1.9947 threshold=0.36054804921150213 0.2678571428571429 9.0706981720429383 0.47051844000816351 8.3430480616909453 0.37055367231369024 0.10322001203894617 1.0000000180025095e-35 0.14319836348295215 0.37537464499473577 0.15472642332315448 0.21872986108064654 0.24285286664962771 0.21610419452190402 0.21515253931283954 0.43098473548889166 0.16017769277095797 0.090423855930566802 0.35994276404380804 0.11601475998759271 0.046019170433282859 0.096301417797803893 0.3392148911952973 0.29616768658161169 0.19459535181522372 0.10555810853838922 0.20976476371288302 0.19692191481590274 0.18711746484041217 0.19074301421642306 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 17 9 -9 10 -8 13 15 16 -14 -13 -10 -7 19 20 25 22 23 24 -22 -1 27 28 -21 -30 right_child=-2 -3 -4 4 -6 6 7 8 11 -11 -12 12 14 -15 -16 -17 -18 -19 -20 26 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0049640565636762234 0.0032947144507358798 0.0012666603498470137 -0.032904498897974352 0.00076053805208310232 0.031605028771814377 0.0053194099500080668 -0.011226628257939904 -0.016046791391067527 -0.031919196311924268 -0.0062829122167645992 -0.047834618815428762 -0.009366371799027504 0.016833214465838613 0.060306714925053816 -0.006232530450397014 -0.054875404506527087 0.014010056412592035 0.03740066238912635 0.0085917785603409642 -0.003410464005735349 0.0098837117713363749 0.030291114545164494 -0.045561890454273002 0.042205273032269848 -0.02446732833498232 -0.047605116767142554 -0.00038427461106390698 -0.010743292625733277 0.017269643720739799 2.0363358905693761e-05 leaf_weight=3.6174181308597317 140.33860628318507 300.90792597076143 0.77264931239187618 142.92924399134063 2.1516588935628524 4.0434243289055294 3.3024747371673575 7.4148552763508659 0.71194009855389762 68.597132778133528 2.9037325739627704 1.7565903933718794 8.2586069961544109 1.3338747592642901 4.5187028469517818 1.2181802019476888 5.9914049475919455 1.6390503132715819 10.945766403106971 113.14174390725384 3.9031323352828604 4.9309299781452864 0.80939379869960237 0.7726665906375273 1.1944424934918059 0.70177710708230723 443.27518768985829 30.472857442891836 9.5684922038344684 16.332309650439129 leaf_count=84 3190 7311 14 3078 24 131 40 71 13 1588 52 35 207 3 67 11 107 39 264 1743 51 101 8 15 27 14 8710 585 118 236 internal_value=4.98282e-12 -0.000385918 -0.000940164 -0.000912613 0.00121799 -0.00132401 -0.00424324 -0.00525187 0.00160963 -0.00811413 -0.0283546 0.00711294 0.00174929 0.0176251 0.008676 -0.0280025 0.00913206 0.0145729 -0.000814299 -0.000978055 0.00647115 0.0133025 0.000761376 0.00714847 0.00183472 -0.0118923 -0.0011717 -0.00323078 -0.00158433 0.00639274 internal_weight=1338.46 1198.12 897.21 896.437 145.081 751.356 111.69 106.007 31.2042 74.8033 6.20621 23.7893 15.7521 8.03722 12.7773 2.97477 6.70335 5.68247 639.666 628.72 15.9298 11.6106 6.67964 5.87024 5.09757 4.3192 612.791 169.515 139.043 25.9008 internal_count=27937 24747 17436 17422 3102 14320 2364 2194 514 1680 92 443 320 123 274 46 120 170 11956 11692 300 202 101 93 78 98 11392 2682 2097 354 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=0 0 6 6 6 6 7 7 7 6 6 6 7 0 7 7 1 6 7 0 0 4 4 8 7 7 6 6 7 6 split_gain=1.81182 0.753496 1.24027 2.5095 1.86495 1.18047 0.994475 1.55544 1.07584 2.51104 1.65143 1.07867 0.809263 0.785491 0.810384 1.4508 0.750674 0.709617 0.768274 0.699831 1.12649 1.48676 2.08091 2.11548 1.34906 1.22561 2.83181 1.20043 2.02081 1.11889 threshold=0.27914373576641088 0.42063632607460028 0.71404185891151439 0.69375240802764904 0.58249711990356456 0.56807023286819469 0.14205154776573184 0.10039460659027101 0.10147566720843317 0.34953159093856817 0.16025038808584216 0.048735044896602638 0.16921617835760119 0.2814635187387467 0.2631687074899674 0.23443570733070376 1.0000000180025095e-35 -0.056451981887221329 0.11068867519497873 0.25629645586013799 0.26868095993995672 5.74721240036419 3.9656878418369055 0.30952380952380959 0.20175310969352725 0.1297457963228226 0.2275723069906235 0.31008359789848333 0.1247118003666401 0.17828142642974856 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 13 3 4 5 6 7 -3 -9 10 11 -10 -8 14 15 -2 17 18 -1 -18 24 22 23 27 25 29 -27 28 -22 -21 right_child=1 2 -4 -5 -6 -7 12 8 9 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00434400529513516 0.0083145565450664545 0.03089669343862804 0.048197337092307529 -0.050884831720265762 0.034439877924834501 -0.025241331436840337 0.038046413174667802 -0.053991454293807833 -0.017728459007358057 0.033414872683551519 -0.042751068805305707 0.041617356953320889 0.0088166508435680406 0.00089108413098893573 0.042252775171563769 -0.044277158592676551 0.0033896075382015048 -0.0013110084482604962 0.044038801346384007 0.0083194315341598591 0.03120036401392174 -0.015221303536420226 0.039261580649641477 -0.028726432371246804 0.020361792821855941 -0.036017229352715244 0.021948682779247698 0.033329862546048819 -0.023310162647190526 -0.019214322892144284 leaf_weight=1.4744913601316505 13.564887153217564 0.90600276063198038 0.63207679241895576 0.6860867440700521 2.0697002797387531 1.1346675734966982 0.92329114070162077 0.49487819522619236 0.73047061171382732 1.0108404005877671 1.5143408628646282 0.44270012609194964 11.11452079284936 520.70631999660691 0.59417714690789658 0.48910130513832051 61.437424694770016 692.04229398420284 0.62476048618555058 3.1479278074111807 1.0756072676740571 2.5677396007813513 1.8068106952123342 1.4659502704162148 1.2245701532810915 3.730186203494668 0.95211671572178591 1.6222320534288881 1.4203141913749275 2.2979806363000534 leaf_count=25 296 52 7 7 39 15 48 6 13 24 30 25 174 12870 20 14 1165 12597 12 90 36 72 21 43 15 70 24 23 39 65 internal_value=-2.7832e-11 0.00130576 0.00679136 0.00554672 0.00745008 0.00439285 0.00635497 -0.00474883 -0.0124505 -0.00689191 -0.0220523 0.00466589 0.0110586 0.00108382 0.00793517 0.00648428 -0.000936203 -0.00125818 0.0161576 0.00176471 -0.00291962 0.00444465 0.011277 0.00222217 -0.00937955 -0.0129755 -0.0242302 0.013239 0.000180929 -0.00329884 internal_weight=1333.9 557.014 21.6596 21.0275 20.3414 18.2717 17.137 5.09923 4.19323 3.69835 2.68751 1.17317 12.0378 535.354 14.6482 14.054 776.89 694.142 2.09925 82.7489 21.3114 9.95865 7.39091 5.5841 11.3528 10.1282 4.6823 4.11815 2.49592 5.44591 internal_count=27937 13640 440 433 426 387 372 150 98 92 68 38 222 13200 330 310 14297 12634 37 1663 498 234 162 141 264 249 94 98 75 155 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=0 4 4 0 7 7 7 4 0 6 0 0 8 1 7 4 5 8 6 0 0 0 0 0 0 4 4 6 6 3 split_gain=1.82281 1.17676 1.11765 1.49535 1.17797 1.27362 1.03914 2.3753 3.33986 1.51219 1.35675 2.87279 1.68142 1.3594 1.03033 1.00999 0.92696 0.859219 1.20018 1.31228 1.01053 0.850685 0.874183 1.11374 0.837444 1.30792 0.822424 0.815043 0.879156 0.726119 threshold=0.33261813223361975 4.659615602645597 4.7210182500361748 0.23139642924070361 0.17751230299472812 0.19046599417924884 0.16560484468936923 6.2668648236456468 0.26704458892345434 0.29233731329441076 0.32745061814785009 0.32584685087203985 0.63333333333333341 1.0000000180025095e-35 0.19186072051525119 8.4075153981341071 6.9240744798897653 0.46428571428571436 0.39499187469482427 0.2814635187387467 0.28760881721973425 0.26105532050132757 0.24869694560766223 0.23445418477058413 0.33347861468791967 3.6800600497657041 5.4875707448963515 0.41398698091506964 0.44727371633052831 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 16 3 -3 6 15 10 8 -8 -10 11 -4 13 -12 -7 17 -1 18 19 -6 -21 22 23 -5 25 -2 -16 -9 -29 -22 right_child=24 2 4 21 5 14 7 27 9 -11 12 -13 -14 -15 26 -17 -18 -19 -20 20 29 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.001147850507604649 -0.00036558756532082033 0.037438206090779677 0.00041227851074134887 -0.031108193895475287 -0.028512536729414732 -0.029456279626994333 -0.020404309217960478 -0.026115092988354675 0.04809514092403739 0.0048113951609661696 0.0093996629630668203 -0.029438952537517167 -0.013388817391534941 0.041681014573335333 -0.0052287435813153909 0.03116636103896606 0.012100391452779306 0.021647152176248428 0.020936057146531205 0.04338292793779535 0.0084025279106718365 0.025037232000326086 -0.043227588292196958 0.031589297252538014 0.0020538479253059752 0.029375302222911862 0.0047962840448789595 0.024356403504900159 -0.019383430900426487 -0.019238251073599211 leaf_weight=829.86810443827562 2.740502134547568 1.7858675783500064 159.67093664655113 0.45376635529100917 1.4409308657050113 0.90443959832191367 2.3023619316518289 5.2031287848949432 1.5585199091583493 1.3606430119834838 2.8677126184920771 2.9551995384972534 1.5368321104906497 1.9879058101214466 9.1193026069668104 2.2055258085019878 4.7805921887193099 3.4531797920353702 2.5698414766229689 0.52879901602864254 2.554842418525368 0.87321704148780543 0.53063800092786539 0.5820984710007906 244.40399174156482 2.5871637503150851 38.282601004062599 0.67599108349531878 1.0653809588402507 1.2858714759349825 leaf_count=16027 49 19 3383 8 31 8 46 98 22 29 113 75 41 26 300 45 125 62 42 7 51 58 10 20 5940 61 1162 21 31 27 internal_value=-1.53936e-11 -0.000533041 0.00128252 0.0165791 0.0010171 0.004574 -0.000206819 -0.00867502 0.00661219 0.0279203 0.000402725 -0.00013017 0.0139598 0.0226158 0.00226244 0.0125278 -0.00107197 0.00905393 0.00386476 -0.00368552 0.00450166 0.00131038 -0.0119157 0.00412431 0.00231034 0.0140769 0.00286764 -0.0201694 -0.00240387 -0.000851608 internal_weight=1332.14 1082.4 247.756 4.22559 243.53 62.3453 181.185 12.166 5.22152 2.91916 169.019 162.626 6.39245 4.85562 48.3063 14.039 834.649 11.8335 8.38029 5.81044 4.36951 2.43972 1.5665 1.03586 249.732 5.32767 47.4019 6.9445 1.74137 3.84071 internal_count=27937 21887 5735 115 5620 1735 3885 247 97 51 3638 3458 180 139 1470 265 16152 220 158 116 85 96 38 28 6050 110 1462 150 52 78 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=0 0 8 6 6 7 7 7 0 7 0 0 7 6 7 7 7 6 0 6 6 0 0 0 7 0 7 6 7 7 split_gain=1.83632 1.02623 0.860315 0.883377 1.98906 2.81672 1.96014 1.77643 4.03838 1.85131 1.70812 5.52541 2.89154 1.68286 1.61101 1.92995 2.02047 1.59083 2.91425 3.14201 2.20117 1.766 3.4469 4.87701 2.60699 2.72428 5.27183 2.45995 1.65624 1.65202 threshold=0.3194758147001267 0.31775394082069403 0.2678571428571429 0.18327824026346209 0.10812821984291078 0.097242176532745375 0.21582838892936709 0.2063376381993294 0.26235407590866094 0.19918300211429599 0.22134421020746234 0.21220965683460238 0.093041922897100462 0.19270981848239901 0.091347284615039839 0.15472642332315448 0.16921617835760119 0.13069976866245273 0.13165166229009631 0.12715408951044085 0.15397283434867862 0.25481888651847845 0.26461243629455572 0.26542399823665624 0.11961412057280542 0.23139642924070361 0.21792446821928027 0.17462222278118136 0.13248089700937274 0.11961412057280542 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 7 9 -9 -1 11 12 -6 14 -5 -16 -17 18 -7 -20 29 24 -23 -24 27 -26 28 -22 -27 -19 right_child=-2 -3 -4 13 5 17 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 20 19 -21 21 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0034439528997087785 0.0019687713914245358 -0.012043051673589579 0.0011305533997319967 0.0046665460045049699 0.0044469640887557166 -0.031420777893463141 0.0043755269001264493 -0.034678138283989073 0.032040610818021495 0.014151340382474663 0.01876855614646419 -0.038197936814290137 0.042347596263191262 -0.001546488421599994 -0.03628420066084382 0.031383878604985621 -0.016608589073941027 0.011556456639196341 0.0054240123284039531 0.036802185032310676 0.0050051942652129568 -0.02444729836122983 0.054710257646965278 -0.003990072985796852 0.0043566805572020093 0.0025739191948335642 -0.037754192910766662 -0.027131895275015194 0.041318415103645111 -0.011250526737497555 leaf_weight=137.09655415633461 322.90058803577267 7.0422115052933796 215.06356445306665 3.4579063124838276 8.0212785312905925 1.6934874416328991 36.728380480199121 3.968612232245504 1.0279920706525443 5.6016986402682951 14.255933856242335 2.3215782367624334 2.3402283135801545 452.86822755100729 3.6382543218787742 0.96319992281496514 4.377694062422961 3.2586674934718785 24.370351165362084 3.2557640210725358 5.1495178686454874 5.8735868418589261 1.480252245441078 9.1351670569274557 19.64555048127659 1.2010881006717671 1.042424466460943 3.6724266055971384 5.731385562568903 23.269955697702244 leaf_count=2487 7810 220 5127 66 129 27 739 50 16 100 276 28 9 9040 62 13 80 75 396 38 74 78 4 210 245 15 17 44 57 405 internal_value=1.22756e-11 -0.000630952 -0.000550626 -0.00101095 0.000201973 0.0029585 -0.00182658 -0.0033689 -0.0209515 -0.00275324 0.0116432 0.00363428 0.0130071 -0.00184547 -0.0127324 -0.0194327 -0.00795342 0.000807742 0.00678023 0.00912196 -0.00139602 0.00213886 -0.00600754 0.00419531 0.00582484 0.0103596 0.0251473 -0.00837293 0.0346057 -0.00844901 internal_weight=1330.45 1007.55 1000.51 785.447 320.142 135.719 184.423 147.695 4.9966 142.698 26.939 12.6831 10.3615 465.305 12.4371 8.97915 5.34089 108.78 29.3196 27.6261 79.46 52.9314 16.489 10.6154 36.4424 27.6204 7.9749 8.82194 6.93247 26.5286 internal_count=27937 20127 19907 14780 5519 2127 3392 2653 66 2587 442 166 138 9261 221 155 93 1685 461 434 1224 744 292 214 452 334 89 118 72 480 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=0 1 0 0 7 6 7 0 5 0 7 7 7 0 6 6 0 8 7 0 6 7 4 4 4 6 0 7 7 4 split_gain=1.81637 1.2123 0.944105 1.87614 2.23861 2.1438 1.92916 1.70238 1.22694 1.06739 2.75162 1.52278 1.4002 1.63086 1.22333 2.05601 2.07544 2.24822 3.25082 2.3664 1.87597 1.56202 1.59885 1.3661 2.15948 1.21105 1.92162 1.89174 1.20088 1.63099 threshold=0.36054804921150213 1.0000000180025095e-35 0.24953934550285342 0.24369046092033389 0.12342920154333116 0.12715408951044085 0.11521006748080255 0.24457292258739474 6.8167460111713192 0.25481888651847845 0.1738153547048569 0.19046599417924884 0.16644789278507235 0.25343532860279089 0.29233731329441076 0.27783079445362097 0.25188040733337408 0.30952380952380959 0.12570732831954959 0.25026445090770727 0.32188710570335394 0.12386250495910646 4.9673254219480114 4.0494694088879504 6.187087438345011 0.2356384098529816 0.25416126847267156 0.097242176532745375 0.19380632042884829 5.708776113133597 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 7 -5 -6 -7 10 12 -12 14 -14 15 16 17 18 19 -4 -16 22 -22 25 -25 26 -18 -28 -13 -30 right_child=-2 -3 9 4 5 8 -8 -9 -10 -11 11 28 13 -15 20 -17 23 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-0.0012036252894591006 0.0032390167613703985 0.002205083371263628 0.050999187129090656 -0.00021084165920808888 -0.037617791023120344 -0.020302877503709786 0.048995464142385682 0.010908942219246039 0.028078674265530561 -0.00022067933426346868 -0.026484556182269862 0.027934891834448566 0.014880084177341988 0.056333079437529916 -0.037214781777634778 0.046139275451435507 0.037593257866007312 0.030451602243567473 -0.03792757620999735 -0.0096936339184899717 -0.040939247537898599 0.024047778823659893 0.023218735011990569 -0.035162669211165287 0.020524014694199552 -0.0070347879242098621 0.042896600531415689 -0.027880022402981604 -0.012231042826704022 0.029538931903300869 leaf_weight=481.32447050688643 139.43707089207601 143.4709022223833 0.83672343147919948 7.09735668555368 0.76914652390405791 16.550807685795011 0.79767613299190987 4.2225967247504741 0.48558313772082229 494.7472672631593 2.8975035836920124 1.108346114400774 3.3812683932483187 1.1428911983966825 1.302186710294335 1.3555533038452257 4.6901953546330315 1.2737708576023576 2.5950746880844235 1.8710547527298329 0.94978463134611979 1.8108065847773103 0.55318991467356682 1.058470042422414 1.5365844345651565 1.0217146519571541 0.53807047381997086 0.92273801937699318 5.5071403777837986 0.99303689718362864 leaf_count=8317 3190 3561 13 162 17 381 17 87 7 11538 60 15 32 8 19 18 69 23 43 39 20 50 11 16 28 12 8 17 134 25 internal_value=-4.48326e-12 -0.000380548 -0.000736101 -0.00165676 -0.00894551 -0.0138579 0.00476073 0.00343176 -0.0189239 0.000148485 0.00503904 -0.0079766 0.0101338 0.0253519 0.00704854 0.0106355 0.00769097 -0.00533733 -0.013934 0.0090609 -0.00670581 0.00528302 -0.017325 0.0164629 -0.00218945 0.0232112 0.0282353 -0.00181034 -0.000928339 -0.00584981 internal_weight=1326.25 1186.81 1043.34 511.248 29.9232 22.0281 7.89503 4.99174 17.0364 532.093 37.3461 10.506 26.8401 4.52416 22.3159 17.7 16.3444 6.57662 5.30285 2.70778 4.61597 3.31378 1.50297 9.76777 2.59505 7.17272 6.151 1.46081 7.60852 6.50018 internal_count=27937 24747 21186 8988 671 492 179 104 388 12198 660 234 426 40 386 286 268 118 95 52 100 81 31 150 44 106 94 25 174 159 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=31 num_cat=0 split_feature=0 0 7 6 7 6 1 6 7 6 4 0 6 0 7 0 7 7 0 6 4 8 4 7 0 6 6 7 6 7 split_gain=1.9854 1.36022 2.71029 2.06234 1.4834 1.46034 1.80228 1.29194 1.55704 1.82294 1.30792 1.28505 1.41831 1.89581 2.80535 1.27766 3.7252 1.56017 2.49239 1.49842 1.71887 1.38181 1.50164 1.33366 1.32404 1.25547 1.67247 1.24182 1.22877 1.20128 threshold=0.24953934550285342 0.24369046092033389 0.12342920154333116 0.12275208905339242 0.11521006748080255 0.14288520067930224 1.0000000180025095e-35 0.53522199392318737 0.25187180936336523 0.55165287852287304 6.8395541436755876 0.24457292258739474 0.11060302332043649 0.24622645974159243 0.15948732942342761 0.25481888651847845 0.1738153547048569 0.1317747235298157 0.25416126847267156 0.29233731329441076 4.4461383521055833 0.35416666666666669 6.4694896306892913 0.12651991844177249 0.25105556845664984 0.10222589969635011 0.08412554115056993 0.13337556272745135 0.0063455922063440093 0.17017824202775958 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 11 -3 -5 -7 15 9 10 -9 -4 13 -13 -15 16 17 19 21 23 -21 22 28 25 -22 26 -2 -12 -19 -11 right_child=7 2 3 5 -6 6 -8 8 -10 29 27 12 -14 14 -16 -17 -18 18 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00097948666976391263 0.0099213748297784354 0.0024256140859261989 -0.032628986058502139 -0.048175566134745593 0.043421192414567857 -0.018171440127001892 0.018320989999039125 0.018829980940002992 0.02276078907275568 0.0064446312325824665 0.021807694545090944 0.023705821787772925 0.045156773223768751 -0.038863602307803592 0.028574017597970704 0.00019197157273677569 -0.0098369636769085247 -0.024309012100359944 0.042398378213970508 -0.04297405483049492 0.036450525738409838 -0.029889559001237027 0.044239777112500711 -0.023583886364767992 -0.024241532377893619 0.020570232688549902 -0.031237132996315264 -0.025101169162223592 0.013286609307648582 -0.0011238887138132587 leaf_weight=526.75660648379926 3.6955063603818434 9.0447196652530657 0.80580682400614279 1.3103774636983896 0.87086207047104913 15.424603190855123 1.3224609764292843 10.022511428454889 3.9255717048945362 30.832393114207662 0.82730166148394291 1.9349182322621343 0.78805846301838745 1.6329195504076781 0.84114529658108939 624.79753413206345 10.43980584971723 0.84491411596536536 2.9140972606837741 1.2156155928969377 0.65998506546020486 0.67962270788848478 1.3254047669470317 1.0833466290496279 0.63453452102839947 5.9513400864088908 1.1698246581945566 1.3156413661781696 10.577209678245707 48.662859745556489 leaf_count=9226 76 210 22 15 18 383 25 167 162 765 8 34 11 35 24 15004 213 14 27 23 6 12 11 21 17 107 23 28 174 1076 internal_value=5.85185e-11 -0.00135474 -0.00717267 -0.0126121 0.00602616 -0.0176762 -0.0152898 0.000997471 0.004259 0.00346662 0.0142815 0.00262144 0.00808706 0.00146124 -0.0159358 0.000529359 0.00564692 0.0109036 0.0172491 0.00370768 -0.0173557 0.0117909 0.0140131 0.0081507 0.00670111 0.0113291 2.51854e-05 -0.0069916 0.0105056 0.00181158 internal_weight=1322.31 560.732 33.9759 24.0603 9.91558 18.0574 16.7471 761.575 95.5863 91.6607 12.1655 6.00285 5.19704 4.40898 2.47406 665.989 41.1912 30.7514 16.3412 14.4102 2.51014 13.4272 12.7475 11.9 1.29452 10.8167 4.86533 2.14294 11.4221 79.4953 internal_count=27937 10003 777 549 228 423 408 17934 2206 2044 203 126 104 93 59 15728 724 511 238 273 46 211 199 227 23 206 99 36 188 1841 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=0 0 7 6 0 7 7 0 7 4 3 6 7 0 7 6 0 6 7 0 7 8 0 6 6 7 7 7 7 6 split_gain=1.83217 1.57387 3.28604 1.42002 1.37996 1.76626 1.6273 2.73798 1.24482 1.25799 1.32312 1.26304 2.33772 1.18549 2.06042 2.28755 1.41974 1.35933 1.33298 1.20833 2.63189 1.18336 1.1752 1.42482 1.16525 1.46616 1.14313 2.10803 3.66607 1.12061 threshold=0.24953934550285342 0.25481888651847845 0.1738153547048569 0.53522199392318737 0.27914373576641088 0.16921617835760119 0.10070703178644182 0.25706911087036138 0.17849697172641757 6.2599681625794785 1.0000000180025095e-35 0.27927467226982122 0.23852065950632098 0.24369046092033389 0.12342920154333116 0.12275208905339242 0.24457292258739474 0.11060302332043649 0.11521006748080255 0.24622645974159243 0.15948732942342761 0.30952380952380959 0.25557936728000646 0.23710254579782489 0.55165287852287304 0.25187180936336523 0.22166731208562854 0.17660862207412723 0.16752526164054873 0.32776552438735967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 -2 4 5 6 7 -3 -4 10 -10 -12 -13 21 18 16 -16 19 -15 -18 -21 -1 23 -7 26 -26 27 28 -5 -24 right_child=1 3 8 24 -6 22 -8 -9 9 -11 11 12 -14 14 15 -17 17 -19 -20 20 -22 -23 29 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0015158899688235542 0.011404906577309231 0.031809906851230113 -0.036528228572291578 0.014980003131764131 0.00091649073476148207 0.0077635076869325727 -0.0065495479052853616 -0.0011587379707547079 -0.017923008262801639 0.021719131116400805 0.022833400468312347 -0.04001049905453978 0.027429502973641412 0.0013340441146015101 -0.033285000217445598 -0.017441845112834139 0.021182305303135619 0.044635684056320006 0.042071641768310471 -0.035823084026020899 0.02950566236458603 0.0026871549112947018 0.0063060674067376551 -0.04301012380896467 0.0019931874626756873 0.024093099398050891 -0.0059451633782489129 0.030504371490718451 -0.053115304350791002 -0.0035289525329344753 leaf_weight=456.41534361629965 32.24619643848564 2.5412877539638457 1.1705470359884191 4.0474262346979213 467.90093732970126 0.90328599008716937 81.888947984669358 21.012344158953056 5.2143670501245634 1.4802751799870737 1.8787261424586179 1.1077088192105291 0.79430966591462482 9.1274260380887391 0.78316465509124356 16.865525032160804 1.8649284271523354 0.85379500919952978 0.78507385216653425 1.4681278080679478 0.89236006746068586 69.463688116622507 33.148344684479525 1.1070654473733155 78.613062036296469 2.7978888495417769 2.4107050879683802 5.1320730780716985 0.86333369091153134 15.2112810157123 leaf_count=7618 522 50 30 53 11683 18 1596 588 141 25 21 16 19 210 22 423 34 11 18 35 24 1608 680 24 1805 140 59 82 17 365 internal_value=2.35184e-11 0.000957219 0.00647189 0.000619902 0.000102186 -0.00234315 -0.00455077 0.00239837 -0.00718703 -0.00390836 -0.00812574 0.00538657 -0.0118466 -0.00130505 -0.00685279 -0.0118305 0.00431265 0.0101098 0.00456048 0.00313349 -0.0111262 -0.000960707 0.00227821 -0.0201966 0.00406004 0.00275271 0.0126063 0.0170594 0.00300854 0.00321251 internal_weight=1319.99 761.47 43.8921 717.578 623.713 155.813 105.443 23.5536 11.6459 10.4754 8.99511 3.78074 1.90202 558.519 32.6404 22.7279 5.86238 5.07921 9.9125 4.22542 2.36049 525.879 50.37 2.01035 93.8645 81.411 12.4535 10.0428 4.91076 48.3596 internal_count=27937 17934 774 17160 15004 3321 2234 638 252 222 197 56 35 10003 777 549 126 104 228 93 59 9226 1087 42 2156 1945 211 152 70 1045 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=0 split_feature=0 1 0 0 7 7 7 0 7 6 7 0 4 6 8 4 4 4 0 4 6 7 6 6 6 6 6 6 7 7 split_gain=1.82596 1.21262 0.944166 1.93742 2.20217 1.55997 1.09337 1.08043 2.08176 2.68131 2.41423 1.35494 1.02704 1.01917 1.00568 1.86426 1.46657 1.77798 1.30967 2.65397 1.57844 3.52524 2.03183 1.56453 2.98697 1.62067 1.49808 1.72186 2.08083 2.31856 threshold=0.36054804921150213 1.0000000180025095e-35 0.24953934550285342 0.25481888651847845 0.1738153547048569 0.1868301257491112 0.30072250962257391 0.24369046092033389 0.12342920154333116 0.12715408951044085 0.11521006748080255 0.24457292258739474 5.708776113133597 0.11060302332043649 0.41428571428571431 8.2200109890052264 7.2829959206998724 6.4339813068198888 0.25188040733337408 4.0494694088879504 0.2356384098529816 0.13337556272745135 0.3802133202552796 0.14546769857406619 0.12275208905339242 0.10510858148336412 0.39086204767227178 0.27783079445362097 0.16644789278507235 0.12570732831954959 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 14 -6 -5 -1 10 11 -9 -10 -7 -13 15 16 17 18 26 20 23 -22 -23 24 25 -20 27 28 29 -4 right_child=-2 -3 3 6 5 12 -8 8 9 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0013382684206519439 0.0032478939577363307 0.0022038565169548389 0.014007322976740287 -0.00045582798327847097 -0.028780407088568959 -0.003892368944917035 0.019116928208323277 -0.00066231338564327945 -0.033451080910775484 -0.019472672713929186 0.050531850292313565 0.0055288625118797554 0.027195696070353086 0.043477100536307399 -0.01634728646200001 0.043477398523657292 -0.030213870330478707 0.05227221849011799 0.013944795703116603 -0.01699911352357945 -0.03962900316592792 -0.00056834503012790554 0.043947118125058679 0.045532427019770241 -0.033159663957896213 0.054815060406990947 -0.028043296515995443 0.044005695357851801 0.055087755281443704 -0.024995545117978721 leaf_weight=478.56430383641055 139.30754043959314 143.13251397345448 2.763485002797113 489.27052153772092 2.0499717204365862 6.4420812703028787 2.5822036502795518 7.1610843876842427 0.66736736218445258 14.224789189553119 0.93759488500654686 3.4440458754543215 1.1231576845748348 0.7814780194312333 1.1481990125030268 1.6229672553017724 0.77947320230305095 0.92973067844286461 2.3052163571119295 1.961833020672201 1.11651737356442 1.8866756116040053 1.8062712429091332 3.0814103279262781 0.84203028492629517 1.405696941539645 1.3809183519333599 0.93653636937960971 0.56548413634300221 2.7237218641676009 leaf_count=8317 3190 3561 53 11379 53 155 159 162 17 388 17 77 26 10 23 13 16 11 45 40 25 29 19 34 13 9 22 19 6 49 internal_value=3.36484e-11 -0.000384207 -0.000742287 0.000144145 0.00677687 -0.00556711 -0.000353072 -0.00166893 -0.00748319 -0.0128834 0.0052645 0.00627316 0.000723057 0.0125471 0.0111315 0.01234 0.010276 0.0116074 0.00994744 0.015431 0.0205438 0.00708222 0.0212048 0.0290243 0.0178517 0.0294265 0.000509764 0.00615122 0.000293979 -0.00535279 internal_weight=1316.94 1177.64 1034.5 528.724 36.8714 9.61521 491.853 505.781 27.2164 19.1177 8.09868 4.89289 7.56524 4.22552 27.2562 26.108 24.485 23.7055 22.7758 14.4057 12.4438 4.80946 3.69295 7.63435 4.55294 3.71091 8.37015 6.98923 6.05269 5.48721 internal_count=27937 24747 21186 12198 660 234 11538 8988 671 492 179 104 181 87 426 403 390 374 363 214 174 73 48 101 67 54 149 127 108 102 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=0 0 4 7 4 4 4 6 4 4 4 6 0 1 6 7 1 5 2 6 0 4 4 4 6 0 0 8 6 0 split_gain=1.7905 0.786962 1.01288 1.24637 1.17926 0.831649 1.2339 0.865554 0.851271 0.777816 1.20943 1.46548 0.737009 0.703726 0.68712 0.688106 0.679006 0.759829 0.621232 1.0547 1.19361 0.61765 2.03387 1.75621 1.15513 3.0667 2.0904 1.78273 1.91203 1.42135 threshold=0.27914373576641088 0.41439051926136022 13.79964720594911 0.10756061226129533 15.88998413198564 10.128671346617597 9.5371841344544475 0.37254446744918829 8.9104595373115831 17.901520664669707 16.223126738475681 0.47051844000816351 0.42063632607460028 1.0000000180025095e-35 -0.056451981887221329 0.11068867519497873 1.0000000180025095e-35 6.9240744798897653 1.0000000180025095e-35 0.36247448623180395 0.082279823720455184 7.3691543947335907 7.1113841531889435 7.4268715355601502 0.13484606146812442 0.31027376651763922 0.31421725451946264 0.41428571428571431 0.091644059866666808 0.38338243961334234 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 9 5 4 -4 6 8 -7 -3 10 16 -12 -5 14 15 -1 21 -18 -16 -20 -21 22 -2 -23 25 -25 -27 28 -28 -26 right_child=1 2 3 12 -6 7 -8 -9 -10 -11 11 -13 -14 -15 18 -17 17 -19 19 20 -22 23 -24 24 29 26 27 -29 -30 -31 leaf_value=0.0046654309105514935 0.00052452079857245241 0.0070693580618918289 -0.042481133877580089 -0.031532212070898201 0.013702637537787233 0.036556436972585711 -0.036262939927419066 0.00057352462963285828 0.035628597503238942 0.01453829841090999 -0.02320244505290852 0.0088115831278401946 0.0078071784007139504 0.0016923849853878183 -0.0014286041593940231 0.042100843122447211 0.0034117039533072568 0.037448291619448563 0.00081050570261352703 -0.022445356021536671 0.034017605334552711 0.035685698256881893 -0.012531862155140414 0.027135815736908212 -0.0016615975990155135 -0.04560329590512379 -0.022722883956478826 0.014258826405902278 0.011784107236974534 0.012095683812336498 leaf_weight=1.4831598787568503 353.10585271487071 14.762606338365009 1.173819439485668 0.47603000700473774 0.47119329287670542 1.889399781590327 0.56427259324118573 0.88274817494675506 1.0031572869047529 3.8183193528093389 3.9031248254468656 1.9198866775259373 4.3024219227954745 81.19495946879033 665.6054311823973 0.62945567443966854 78.067092134733684 0.59478903189301391 7.8141305552562681 0.41021627653390202 1.8868544681463388 1.4590316778048862 11.074678136967121 5.7527330040466067 48.173598558350932 0.81352094281464715 3.4162847162224335 6.9734451557160355 2.504769015009515 7.8620182515587649 leaf_count=25 8350 283 16 14 27 59 18 25 17 82 107 27 91 1663 12249 12 2342 32 241 25 82 15 218 137 1223 24 86 215 41 191 internal_value=7.6707e-11 0.00129511 0.00644011 -0.00386537 -0.026388 0.00990552 0.00732644 0.0250982 0.00888655 0.00104706 0.000949052 -0.0126472 0.00388818 -0.000946928 -0.00126308 0.0158193 0.00110136 0.00366907 -0.00131649 0.00606379 0.0239343 0.000643499 0.000127478 0.0030855 0.00245547 0.00875237 0.00103753 0.00398013 -0.00812548 0.000268603 internal_weight=1313.99 554.965 25.5256 6.42346 1.64501 19.1022 16.33 2.77215 15.7658 529.439 525.621 5.82301 4.77845 759.024 677.829 2.11262 519.798 78.6619 675.717 10.1112 2.29707 441.136 364.181 76.9554 75.4964 19.4608 13.708 12.8945 5.92105 56.0356 internal_count=27937 13640 550 148 43 402 318 84 300 13090 13008 134 105 14297 12634 37 12874 2374 12597 348 107 10500 8568 1932 1917 503 366 342 127 1414 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=0 0 0 0 7 8 0 0 4 7 7 6 2 7 6 6 6 3 6 6 7 6 7 0 7 6 6 7 6 0 split_gain=1.77944 0.8712 0.900532 2.18586 1.95369 1.38868 1.38812 2.66429 1.46413 1.47547 1.42867 1.59717 1.53113 1.36342 1.3248 2.54476 1.37776 1.16576 2.03552 2.0559 1.75704 1.50588 1.07264 1.05191 1.07604 1.91739 1.24542 0.967114 0.950645 1.48588 threshold=0.3194758147001267 0.31775394082069403 0.20976476371288302 0.19843149930238727 0.091347284615039839 0.73214285714285732 0.18711746484041217 0.17383250594139102 5.8305015982331341 0.077514082193374648 0.15701697766780856 0.22395486384630206 1.0000000180025095e-35 0.14176556468009952 0.087148081511259093 0.13484606146812442 0.22992808371782306 1.0000000180025095e-35 0.30286313593387609 0.22992808371782306 0.15472642332315448 0.1976064816117287 0.33815607428550726 0.18897863477468493 0.1189202591776848 0.15642168372869494 0.087148081511259093 0.16468134522438052 0.20477745682001117 0.19074301421642306 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -4 7 -1 9 -8 13 28 -13 23 -5 -16 -17 20 19 21 -6 -19 27 -11 26 -26 -25 -22 29 -12 right_child=-2 -3 5 4 17 -7 8 -9 -10 10 11 12 -14 -15 15 16 -18 18 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00043846291890650506 0.0019390352235596274 -0.011275017046129345 -7.8435260393230785e-05 -0.022494996803910036 -0.040538008214876096 0.013157493690556766 0.040281992825241725 -0.0091678249983098217 -0.016281442186722912 0.017144833909168315 0.026833815283328958 1.6278356605248001e-06 0.048037298782748386 -0.037109370670992736 0.043924247624045315 -0.032677432629160161 0.02873351796973873 -0.011294449570804457 0.0079784062820439164 -0.032193402919544874 0.019577878734652984 0.019615802513868508 0.036359482263550409 0.0052588244436125621 -0.033093399502074496 0.024115721656390265 -0.023526260915907832 -0.016023995851314726 0.040035380329633094 0.0039331450829926604 leaf_weight=192.52350973488501 321.59743609203724 6.8703295784944194 664.90478293687556 0.83032748708501358 2.384292475879195 7.2113964893615039 1.0686967927031208 37.615397573794326 2.9825851029891046 2.2793104499578467 4.3929071077145654 14.685958150941584 0.62252551905112419 1.0288176722824562 1.778041420504451 0.89114207145757951 0.52103570965118706 7.1512164357118326 6.400802281103096 3.536422307835891 0.7266233195550712 1.7694807397201655 0.39083934502559792 2.1240133550018054 0.70673353597521815 2.0762160820886493 3.725548003334552 12.502079496316581 1.3793925845311594 6.0780785582101089 leaf_count=3121 7810 220 13716 16 40 517 26 888 84 23 44 334 15 20 17 20 8 159 176 56 12 32 24 17 12 30 67 328 11 94 internal_value=2.85764e-11 -0.000629151 -0.000554843 -0.00188632 -0.00854167 6.35782e-05 -0.000939434 -0.00186525 0.00399826 0.00550408 0.0045535 0.00835592 0.00195502 -0.00409505 0.0112601 0.0200457 -0.0100193 -0.0108254 -0.00577161 -0.0128367 -0.0167804 -0.00516319 -0.0126213 -0.000982308 -0.00576856 0.00958739 -0.0130742 -0.0140685 0.0166247 0.0135407 internal_weight=1312.76 991.159 984.288 312.172 38.8823 672.116 273.29 230.139 43.1508 40.1682 39.0995 27.1589 15.3085 11.9406 4.02055 3.19022 1.41218 34.8618 18.8579 12.4571 16.0038 8.9207 13.6195 10.9118 8.63251 2.78295 5.84956 13.2287 11.8504 10.471 internal_count=27937 20127 19907 5674 888 14233 4786 4009 777 693 667 498 349 169 61 45 28 827 423 247 404 191 364 149 126 42 84 340 149 138 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=0 0 4 7 1 6 7 4 4 4 6 7 4 4 6 1 5 6 4 0 5 0 6 0 7 7 4 7 0 6 split_gain=1.7203 0.777263 0.844557 1.08459 0.740633 0.6871 0.74294 0.687052 1.02508 0.852829 0.841028 0.683103 0.644909 1.16928 1.37341 0.670885 0.883932 0.640415 1.23335 0.863944 1.01654 1.25246 0.97482 0.9237 0.755121 1.14893 1.3786 1.28105 1.09123 0.978802 threshold=0.27914373576641088 0.41439051926136022 13.79964720594911 0.12010787427425386 1.0000000180025095e-35 -0.056451981887221329 0.11068867519497873 10.128671346617597 9.5371841344544475 8.9104595373115831 0.37254446744918829 0.10039460659027101 17.901520664669707 16.223126738475681 0.47051844000816351 1.0000000180025095e-35 6.9240744798897653 0.2432506009936333 9.5371841344544475 0.38552445173263555 1.0000000180025095e-35 0.28371055424213415 0.29233731329441076 0.31192713975906378 0.097242176532745375 0.16098802536726001 3.105381043137704 0.14572434127330783 0.29667529463768011 0.13069976866245273 decision_type=2 2 2 2 2 2 2 2 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 12 7 11 5 6 -1 8 9 -3 -9 -4 13 15 -15 -2 17 18 24 20 -19 -22 -21 -23 -17 26 27 -26 -29 -28 right_child=1 2 3 -5 -6 -7 -8 10 -10 -11 -12 -13 -14 14 -16 16 -18 19 -20 22 21 23 -24 -25 25 -27 29 28 -30 -31 leaf_value=0.0038764961824103192 0.00063037606503051785 0.0068144854682186812 0.012447146315530785 0.0060538518793643538 0.001784302087813856 -0.0013090863605377024 0.042066001199172184 0.035585104611265683 -0.033859073478119853 0.035419177631881564 9.9944197930026526e-05 -0.028497412967584037 0.013453375327742921 -0.022617047650566224 0.008489902272404452 -0.016305672036906804 0.038971854580379078 0.0084509247797237685 0.025360245593021209 0.030852439261642613 0.033353583175115657 -0.036547951747129374 -0.011169557070630203 -0.0035206976042256102 -0.028515500596553878 -0.0063650152507571042 0.021131549979496279 0.049730443514971814 -0.01047157367260549 0.0029360712299342268 leaf_weight=1.4813355486840003 440.33578311395831 14.71896744734841 0.46333053777925615 4.1110219396650791 80.78815837088041 673.23721397371992 0.6639601420611142 1.7834208672866219 0.52800396550446826 1.0019115237519152 0.90674408152699459 1.7587741641327737 3.7308876633178434 3.908917464548721 1.897488042945042 2.7812886648462216 0.63212619489058752 38.215933826300898 1.6321565787075076 0.56094217766076226 0.58513254625722666 1.1191423404961827 4.3474547415971756 2.3890703753568232 1.7349105953180726 12.693002173211424 4.8351577164139581 0.43570150248706319 0.7167542795650661 5.9168070335872471 leaf_count=25 10500 283 27 84 1663 12597 12 59 18 17 25 37 82 107 27 199 32 1129 80 12 10 37 139 101 50 258 156 6 25 140 internal_value=3.3831e-11 0.00127045 0.00641019 -0.00307366 -0.000930349 -0.00125507 0.015696 0.00958154 0.00725658 0.0086375 0.0236245 -0.0199601 0.00102467 0.000936297 -0.0124515 0.0010861 0.00363929 0.00335281 -1.66936e-05 0.00554686 0.00692904 -0.00727945 -0.00636719 -0.0140566 -0.00143937 0.000130852 0.00617602 -0.0122291 0.0122886 0.0111186 internal_weight=1309.91 553.741 25.2722 6.33313 756.171 675.383 2.1453 18.939 16.2489 15.7209 2.69016 2.2221 528.469 524.738 5.80641 518.931 78.5956 77.9635 30.7458 47.2177 42.3093 4.09335 4.9084 3.50821 29.1136 26.3323 13.6393 2.88737 1.15246 10.752 internal_count=27937 13640 550 148 14297 12634 37 402 318 300 84 64 13090 13008 134 12874 2374 2342 914 1428 1277 148 151 138 834 635 377 81 31 296 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=0 8 4 0 0 0 4 0 6 6 6 0 6 6 7 3 0 6 6 6 0 0 0 4 0 0 6 6 3 6 split_gain=1.75607 1.15786 0.833152 0.804824 2.63665 1.92166 1.10303 1.11926 1.75063 1.04944 0.898968 1.10638 0.883033 2.09533 2.48755 0.962301 1.46576 1.12603 0.909869 0.962004 2.31749 0.799673 1.44527 1.00357 0.79472 0.764801 2.06916 1.31939 1.67584 1.41188 threshold=0.36054804921150213 0.2678571428571429 9.0706981720429383 0.2236462086439133 0.22607677429914477 0.2224516645073891 6.4339813068198888 0.19692191481590274 0.26425528526306158 0.28035075962543493 0.53522199392318737 0.35908633470535284 0.43950478732585913 0.33296245336532598 0.15948732942342761 1.0000000180025095e-35 0.22479402273893359 0.057358236983418472 0.0966337025165558 0.26703691482543951 0.22479402273893359 0.35670730471611029 0.35431978106498724 8.1524438557327006 0.22479402273893359 0.22134421020746234 0.078136764466762557 0.27044087648391729 1.0000000180025095e-35 0.23382568359375003 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 6 25 8 -8 -7 11 -6 13 15 -15 17 -17 24 -19 20 -20 22 23 -12 -5 -1 -27 29 -29 -28 right_child=-2 -3 -4 4 10 9 7 -9 -10 -11 21 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.0021480431992816048 0.003201158922239899 0.0012380023461780823 -0.032215470645490109 -0.035173253807539273 -0.00082354171530652583 -0.0080690140652643471 0.013587853353031271 0.032142709908921312 -0.04259508634537576 -0.033563365232026285 0.0027406150382201316 -0.031266994528173463 0.033636829425643174 -0.049263269980044697 0.016450652836229467 -0.022258746423132438 0.022930581510575462 0.052110689976526209 0.031877473007074442 0.046066705502676143 -0.013440314581109648 0.023609274308558508 -0.041162653997521052 0.03281163576731716 0.02872415864635201 -0.031895319630236375 0.014869174894464255 0.020127140046616598 -0.0373804405756019 0.05913797822876108 leaf_weight=320.77081699844712 137.96636451943778 297.75236352096545 0.76535120792686839 0.49825847696047088 476.47873217949018 3.4003194961696854 2.3464398821815844 1.699674063362181 0.63401914946734894 2.5376482432475314 40.245309955338598 1.0768073777435336 1.6308990018442262 1.0652265008538955 1.0100089311599729 1.297744327224791 1.2863148099277169 0.99360707122832526 2.6456598397344351 1.0876650437712667 1.648371195187792 1.7273541970644135 0.66294332972029124 1.0242517516016949 0.2701714145950973 0.93990623019635577 1.9899068428203466 1.1471572960726915 0.75702593941241492 0.96180512569844712 leaf_count=5503 3190 7311 14 13 10415 49 38 29 11 37 956 47 23 9 12 20 20 8 23 11 20 39 21 19 15 14 25 19 17 9 internal_value=4.55172e-11 -0.000377367 -0.000928571 -0.000901105 -0.000177246 -0.00204888 -0.00174565 0.0127153 0.00163632 -0.0189643 -0.000515471 -0.000892187 0.0129454 0.0100863 -0.0172806 0.0159245 0.000235979 0.0215994 0.0257345 0.0208647 0.0144811 0.00360508 0.00278104 0.00348693 -0.0127076 -0.00195289 0.00884777 0.016734 -0.00273554 0.029294 internal_weight=1308.32 1170.35 872.599 871.834 534.649 337.185 331.247 4.68013 2.98046 5.93797 521.215 477.556 13.4339 11.803 2.07524 9.72779 2.58406 7.14373 6.3753 5.3817 4.29403 43.6599 41.9325 41.2696 0.76843 326.567 5.7958 4.8559 1.90418 2.95171 internal_count=27937 24747 17436 17422 11671 5751 5665 78 49 86 11497 10462 174 151 21 130 40 90 62 54 43 1035 996 975 28 5587 84 70 36 34 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=0 1 4 4 0 5 0 5 0 0 0 6 3 0 6 6 7 7 6 6 7 8 0 6 6 1 6 7 1 0 split_gain=1.75168 0.976613 0.830936 1.19893 1.07416 1.05035 1.04432 0.963871 0.902113 0.923979 0.825703 1.31683 0.718205 0.713051 1.32254 2.71474 1.24331 0.982349 0.877237 1.35776 1.29848 1.12517 0.857414 0.805898 1.79433 0.796013 0.743911 0.724899 0.696237 0.964197 threshold=0.29199722409248358 1.0000000180025095e-35 4.5567781820850657 4.7210182500361748 0.23139642924070361 6.8167460111713192 0.26105532050132757 4.4029920666195652 0.24869694560766223 0.23445418477058413 0.24045421183109286 0.59498748183250438 1.0000000180025095e-35 0.28521758317947393 0.26703691482543951 0.25355765223503118 0.14015202969312671 0.093041922897100462 0.21100571751594546 1.0000000180025095e-35 0.18472351133823398 0.30952380952380959 0.28995701670646673 0.43689101934432989 0.38452295958995825 1.0000000180025095e-35 0.2356384098529816 0.1868301257491112 1.0000000180025095e-35 0.28371055424213415 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 -4 7 8 13 9 -6 11 -9 -12 28 15 17 23 -15 19 22 26 -22 27 24 -16 -18 -20 -19 29 -1 right_child=1 -3 3 -5 6 -7 -8 10 -10 -11 12 -13 -14 14 16 -17 25 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0015417563349317701 0.00086478601372373459 0.0046287192067115766 0.035400898878002636 0.00078364570639991493 -0.02913827554650807 0.015918816767215974 0.036356870901575238 -0.015339013323865379 -0.043851410443492486 0.029409847053998867 -0.04052951576659318 0.057383906333694584 -0.0013395619467372951 -0.023845288818472268 -0.010896834117215114 0.060038216652170934 -0.028232296782271845 0.001968851009255322 0.041064211401395052 -0.017939124130986021 -0.037001756850410725 0.021262035469361017 -0.015508462966455286 -0.019814506768592526 0.060912392207941424 0.010235871101972606 -0.0012824007128917187 0.038787693335754575 0.0018063690822252272 0.012715308114693374 leaf_weight=584.22151889638553 409.78656671983481 73.110130607106839 1.7194434115663164 138.94340157452098 0.40411072131246351 3.1818895678879917 0.61488352203741659 0.95638330467045241 0.48240061011165369 0.60695882141590118 1.4605527818202975 0.29267081944271922 0.59122812375426281 1.8878569013031672 0.7995350573328317 0.62710038386285383 4.8799623855738901 0.94549032626673424 1.3143307860009374 3.8164157476276159 0.66898191347718217 0.5383775100344792 0.84702692777500477 0.88399634929373849 0.51482612895779312 0.53744557115714986 0.52149966824799765 0.98017502319999039 66.249162442283705 4.3006430164095937 leaf_count=10719 9592 2178 19 3113 8 69 19 34 10 20 52 9 21 62 32 17 160 21 23 114 16 13 20 31 18 20 21 18 1379 109 internal_value=3.28087e-11 0.00143464 -0.000840973 0.00123995 0.0178031 -0.00127723 0.0034514 -0.00135795 -0.0100963 0.00600896 -0.0175298 0.00170098 -0.0292368 -0.00127881 -0.00689314 -0.000748219 -0.0166944 -0.00405713 -0.000178805 -0.00633151 0.013143 -0.0110212 0.00964556 0.00233399 0.0172303 -0.024416 0.0290349 0.0207099 -0.00110935 -0.00143757 internal_weight=1306.68 482.897 823.788 142.771 3.8278 681.017 2.10835 677.835 1.49347 1.01107 3.30084 1.24905 2.05178 674.534 19.763 12.1473 7.61577 11.5202 9.6323 6.58911 3.04319 1.20736 2.77269 2.19836 1.31436 5.41741 1.83583 1.92567 654.771 588.522 internal_count=27937 11770 16167 3189 76 12978 57 12909 38 28 116 43 73 12793 586 325 261 308 246 173 73 29 59 81 50 180 44 39 12207 10828 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=0 1 5 4 4 0 0 1 4 4 4 6 0 0 8 6 8 6 0 6 6 4 6 6 7 7 6 6 7 6 split_gain=1.74122 0.832723 0.705514 0.684951 1.15952 0.76133 0.787056 0.673709 0.604982 1.97253 1.52751 1.11248 2.60072 2.15607 1.95795 1.82746 1.55646 1.69462 1.4658 1.28432 1.22659 1.07887 1.1844 1.57497 1.00064 1.13085 0.998659 1.07871 2.11181 1.0772 threshold=0.27914373576641088 1.0000000180025095e-35 4.9330445580954017 17.123868445595125 16.223126738475681 0.33074389398097997 0.35300642251968389 1.0000000180025095e-35 7.3691543947335907 7.1113841531889435 7.4268715355601502 0.13484606146812442 0.31027376651763922 0.31421725451946264 0.41428571428571431 0.091644059866666808 0.46428571428571436 0.14546769857406619 0.37773573398590093 0.63250949978828441 0.59878087043762218 8.5935714216443824 0.2432506009936333 0.57796794176101696 0.19991645216941836 0.18472351133823398 0.15397283434867862 0.17462222278118136 0.1779703572392464 0.23862028121948245 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 4 8 -6 -7 -1 9 -2 -10 12 -12 -14 15 -15 18 -18 19 20 26 22 -20 -24 25 -11 -13 28 -28 -29 right_child=1 2 -4 -5 5 6 -8 -9 10 24 11 16 13 14 -16 -17 17 -19 21 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.0012472710070052615 0.00069951471555732827 0.003726573906091212 0.026049205682455352 0.011087378899172943 -0.033829484715975459 0.017057799513198413 -0.013364921094404089 0.0016527520263206411 0.033844533427082484 -0.011343180247819707 0.025805340604670664 0.038875909880963011 -0.045726978034565158 -0.02174486331119533 0.013742435626014807 0.011612825594358505 -0.054495010167432273 -0.00348075436105762 -0.026987671035656843 -0.031021883076231025 0.036544782888742439 0.027519463845204241 0.030338269275858594 -0.0059209932614103884 -0.034266116428803645 0.027146872011061501 -0.040692859716729479 0.017861027051376918 0.027260793966695104 -0.00060519410961132716 leaf_weight=673.36837493326675 359.6563250405743 80.182450409338344 1.2948347092606116 5.7491332790814331 1.205259053967892 0.96429895935580123 3.7092955486150458 80.740832914132625 1.4295097431167949 9.0853101573884452 5.7215592770371613 0.62136852112599683 0.80171761370729555 3.6600353932008138 8.9141550937783887 2.4793558662058786 0.59833212010562675 28.539987354539335 0.80603063292801191 1.0633707866072644 0.9248989587649693 3.7827805308625102 2.2075305841863155 2.1073772944509983 1.5642276499420393 0.74318634159863073 1.4058922603726411 3.3746047372696948 0.58198072877712537 18.049247096525505 leaf_count=12634 8561 2365 82 126 25 15 90 1663 16 183 137 22 24 92 290 41 3 833 12 23 22 71 34 26 32 8 25 71 12 399 internal_value=4.34327e-11 0.00128156 0.00408132 0.000795946 0.000668431 -0.0125703 -0.00708783 -0.000936772 0.000838318 0.000310212 0.00308885 0.00257548 0.00846715 0.00221046 0.0047635 -0.00827356 0.000591135 -0.00452829 0.00486232 0.00126722 0.00264294 0.0153691 0.00639375 0.0126294 -0.0119797 -0.00843274 0.00133825 0.000341969 -0.0207984 0.00230354 internal_weight=1305.33 551.224 81.4773 469.747 463.998 5.87885 4.67359 754.109 458.119 371.049 87.0697 85.6402 21.5768 15.8553 15.0535 6.13939 64.0634 29.1383 34.9251 26.0214 24.958 8.90372 5.12094 4.31491 11.3927 9.8285 24.0331 23.4117 1.98787 21.4239 internal_count=27937 13640 2447 11193 11067 130 105 14297 10937 8784 2153 2137 584 447 423 133 1553 836 717 574 551 143 72 60 223 191 529 507 37 470 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=0 1 4 4 0 0 0 0 5 5 1 6 6 7 4 0 0 6 4 3 7 0 0 7 7 6 0 6 6 4 split_gain=1.68752 0.924184 0.751705 1.09804 0.837634 0.993477 0.831712 1.37638 0.829762 1.00557 0.653709 0.684101 1.34138 0.912529 2.39101 2.11445 1.00647 0.955659 1.44896 0.849352 0.698581 0.694841 1.41135 0.893938 0.673113 1.01483 0.894285 0.678056 0.866474 1.20962 threshold=0.29199722409248358 1.0000000180025095e-35 4.5567781820850657 4.7210182500361748 0.23139642924070361 0.26105532050132757 0.24869694560766223 0.23807799071073535 6.8167460111713192 4.4029920666195652 1.0000000180025095e-35 0.072015702724456801 0.057358236983418472 0.11016714945435525 2.5289968048817539 0.23035723716020587 0.19238109886646274 0.17126950621604922 3.5924688561124389 1.0000000180025095e-35 0.10147566720843317 0.25871095061302191 0.26781275868415838 0.066402930766344084 0.13248089700937274 0.27927467226982122 0.24122734367847445 0.08412554115056993 0.11946397647261621 3.6834498932583934 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 4 -4 6 7 -6 9 10 -1 12 -12 14 15 19 -16 -18 -19 -13 -21 23 -23 -17 25 26 -15 -26 29 -29 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 13 -14 24 16 21 17 18 -20 20 -22 22 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.0015485063263367639 0.00085500249781911048 0.0045195834991626363 0.033200434011467703 0.00072679799133627278 -0.021980443245631073 0.035113586332363139 -0.043420315096713319 0.053662740202390931 0.014176998071686773 -0.018314729809651202 -0.0011688644874299871 -0.019473185401796132 -0.032273597522249654 -0.046225730257005625 0.038062284915611116 0.0022432493637921471 -0.028254697800010383 -0.03639021432134576 0.038090827355468232 -0.00067077987945659092 0.034707560624871917 -0.011610660650177082 0.042413034008813445 0.043471227582711665 0.03019254886854867 0.018679968070604618 -0.0095456405277633237 0.0048974161213883923 0.0025745011277757079 -0.038844186564652425 leaf_weight=604.99882691978928 408.34787922579562 73.011540085397428 1.6509604016318911 138.93742309266236 0.57956326473504327 0.64516018074937154 0.45077304448932409 0.34558125864714384 3.1271441014396251 3.1161279357038429 8.5249195965589006 1.2778943632729336 1.461745524778961 0.75087253097444717 0.33352568931877558 0.55752406828105483 2.0894027968170126 0.3968160799704491 0.57674078270792961 1.5061898753046992 0.75368269998580206 0.90856581320986129 0.83538894646335393 3.1344224661588669 0.75591084966435929 0.8902247343212365 2.9424398578703403 1.1649943307274946 38.812541182152927 1.112179468385875 leaf_count=11313 9592 2178 19 3113 13 19 10 15 69 116 227 23 43 12 8 11 59 20 30 31 24 18 48 58 20 36 60 46 685 21 internal_value=2.74458e-11 0.00141084 -0.00082554 0.00115476 0.0173472 0.00439714 -0.0100056 0.00627554 -0.00124083 -0.00131206 -0.00123342 0.00153785 -0.00572166 0.00277083 0.0100113 0.0181257 -0.0114272 -0.0168161 0.00773279 7.44798e-05 0.0111281 0.0298736 0.0142678 0.0372454 0.000841752 -0.0100725 -0.0170029 0.00203724 0.00151928 -0.0164661 internal_weight=1304 481.359 822.638 142.609 3.67204 2.02108 1.37592 0.925145 680.028 676.901 673.785 68.786 9.98667 58.7993 12.3702 8.97367 3.39649 3.06296 0.973557 3.53777 2.25987 5.4359 1.74395 3.69195 46.4292 4.58354 3.69331 41.8456 41.0897 2.27717 internal_count=27937 11770 16167 3189 76 57 38 28 12978 12909 12793 1480 270 1210 330 213 117 109 50 78 55 135 66 69 880 108 72 772 752 67 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=0 1 5 8 0 8 6 4 4 4 6 4 4 4 7 6 0 0 0 8 7 7 4 2 6 0 4 6 7 0 split_gain=1.69096 1.27151 0.957377 0.84883 1.02988 1.02082 1.76574 0.898352 1.10378 0.976077 1.0303 0.831698 0.989381 0.963019 0.919137 0.817729 0.812729 0.781941 1.03155 0.780193 1.10729 1.44778 0.762763 0.760403 1.21059 1.08323 0.751811 0.715819 1.83055 1.97811 threshold=0.34393528103828436 1.0000000180025095e-35 6.3985309064871325 0.81666666666666676 0.20976476371288302 0.69047619047619058 0.2356384098529816 7.523290384156204 7.3396382272272538 7.8594696930916443 0.58040139079093944 12.342559205125758 7.8594696930916443 7.8095146949747472 0.079202610999345793 0.35994276404380804 0.32665830850601202 0.1456677243113518 0.17729417234659198 0.22500000000000003 0.16752526164054873 0.21152842789888385 11.087640352493866 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 8.3430480616909453 0.4334400892257691 0.16017769277095797 0.2814635187387467 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 -7 8 23 -9 17 12 13 -3 -14 -5 22 -11 -19 -10 -21 -22 26 -1 -25 -26 -16 -20 -29 -30 right_child=-2 11 -4 4 -6 6 -8 9 19 10 -12 -13 14 -15 16 -17 -18 18 27 20 21 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.0012258319034303704 0.0025835424462572619 0.0018884226087217829 0.0072195226532696562 0.026616541881835459 0.014822217691417734 -0.071350398128672873 -0.0061159219830716162 0.016881207657552473 -0.039835108045300029 -0.023316369808797078 0.020733181841664176 -0.02983281364934965 0.034282434512422265 -0.033571555767039511 0.040381219599151072 -0.019279921404910055 0.026284254521627946 0.044462121617359636 0.0023411141344289866 -0.020237919197307809 0.030270285005718836 -0.016170474214143658 0.03071003450493219 0.0012537818760890783 -0.017882869720335086 0.035100939054312448 -0.0015970735373630875 -0.019711651643146318 0.03873013234250907 -0.005043412317761598 leaf_weight=870.73073611146901 194.04158236656804 119.87787263246719 13.129907096939858 0.44341406086459612 6.1582256295005209 0.49881975189782579 1.4856404272140933 3.9492936818860462 0.86895732115954061 1.1947722849436093 2.4064156666863701 0.72081823390908439 1.3412653589621175 0.69327363290358235 0.40648950636386683 1.6474038206433759 1.7664537183009077 0.49189288739580561 47.49976834730478 3.4739346327260137 1.1653925105929377 1.2545018745586274 0.85238416795618821 7.6275100561615528 0.42184138996526632 1.9647358379734212 6.9321919109206647 4.8104334075469506 1.261560180224478 3.525794176501222 leaf_count=16800 4730 2931 293 38 493 17 38 106 19 14 47 33 27 33 8 214 50 22 1119 83 15 28 18 259 29 93 161 117 20 82 internal_value=-9.49965e-12 -0.000452204 -0.00082668 -0.000936398 0.00864572 -0.0010192 -0.0225135 -0.000974423 -0.00122401 0.00242606 0.00149311 0.00230434 0.00248 0.00168453 0.0109686 -0.00954634 0.00782825 0.000705495 0.00120386 -0.0132977 -0.00938513 0.00619485 0.0038481 -0.0011313 0.00708837 0.0257357 0.000728104 0.000831194 -0.00664145 0.00649176 internal_weight=1302.64 1108.6 976.011 962.881 8.24904 954.632 1.98446 952.648 887.508 65.1399 61.1906 132.591 131.87 120.571 11.2988 2.09082 9.95752 58.7842 57.5894 6.76279 5.89383 2.41989 8.19107 880.745 10.0141 2.38658 7.33868 57.0976 9.59779 4.78735 internal_count=27937 23207 19946 19653 745 18908 55 18853 17326 1527 1421 3261 3228 2964 264 252 237 1374 1360 145 126 43 187 17181 381 122 169 1338 219 102 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=0 1 5 8 8 6 0 4 4 4 6 6 4 4 4 7 0 0 2 6 0 6 6 4 6 0 6 0 8 7 split_gain=1.67271 1.26866 0.914383 0.797548 1.03038 1.72029 1.00119 0.85421 1.00449 0.903515 0.950112 0.781304 0.746868 0.956777 0.897895 0.868286 0.798515 0.730512 0.719257 1.16495 0.994988 0.712213 1.84926 1.99314 1.07635 3.04084 1.48926 1.9618 1.26522 1.50353 threshold=0.34393528103828436 1.0000000180025095e-35 6.3985309064871325 0.81666666666666676 0.69047619047619058 0.2356384098529816 0.20976476371288302 7.523290384156204 7.3396382272272538 7.8594696930916443 0.58040139079093944 0.35994276404380804 12.342559205125758 7.8594696930916443 7.8095146949747472 0.079202610999345793 0.32665830850601202 0.17889278382062915 1.0000000180025095e-35 0.34953159093856817 0.082279823720455184 0.2275723069906235 0.22992808371782306 3.1611572860905777 0.22203125059604648 0.17383250594139102 0.22003825008869174 0.26868095993995672 0.30952380952380959 0.10322001203894617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 11 8 18 -9 -11 -5 13 14 -3 -15 -17 -13 21 -20 -21 24 23 -23 26 -26 -1 -28 29 -27 right_child=-2 12 -4 6 5 -7 -8 9 -10 10 -12 17 -14 15 -16 16 -18 -19 19 20 -22 22 -24 -25 25 28 27 -29 -30 -31 leaf_value=-0.00039802606293185921 0.0025705553800292164 0.0018830765798274925 0.007047833728803043 0.026291937536019161 -0.068430709144910756 -0.0057790151788711169 0.014521249191629563 0.016245501991299465 -0.012847911782302622 0.00070060468445208449 0.020078959837045548 0.0062023281383879305 -0.028622807432019542 0.034081599963197748 -0.032850454746104416 0.0038728677593289902 0.026024076388728827 -0.0348414180176672 0.0012183169497038803 -0.016412484661200776 0.034612754027561303 -0.039911225753870738 -0.0018772264999953499 0.033509436201620432 0.051082024863130925 0.018984368142947489 -0.048960386079613137 0.00071280913005340512 0.022868127314514448 -0.010827895430366526 leaf_weight=391.81753485813169 193.88517774097272 119.83584220502235 13.101399171762749 0.43272787122987066 0.53677372913807575 1.4875077900942413 6.1023874142156274 3.9606095750932573 6.6234617858426637 58.350813674856909 2.3695782583672544 0.63544266391545523 0.69901581644080479 1.2821502666920412 0.67360400955658306 8.1571993618272227 1.7851711637340475 1.0115727781303574 7.620671321754342 0.41928507294505868 1.9141621505259534 2.0528822937048967 462.04245999993509 0.39714606106281269 1.3502755699155375 2.0930977547541243 1.3203938296064728 1.5621678362367672 2.2526743416674435 5.5852375149115687 leaf_count=6866 4730 2931 293 38 17 38 493 106 145 1374 47 107 33 27 33 187 50 107 259 29 93 33 9576 30 27 72 26 49 20 101 internal_value=2.9047e-11 -0.000450027 -0.000824236 -0.000931452 -0.00101146 -0.0223922 0.0083949 -0.000965986 -0.00120868 0.00236239 0.00145683 -0.00958106 0.0023051 0.00246921 0.00168893 0.0108465 0.00785016 -0.0190061 -0.00112112 0.00689738 0.0254443 -0.00121281 -0.00201507 -0.0280098 -0.000294935 0.00884199 -0.000556086 -0.0220406 0.0030988 -0.00270114 internal_weight=1301.36 1107.47 975.04 961.939 953.757 2.02428 8.18213 951.732 887.051 64.681 60.7204 2.07974 132.433 131.734 120.509 11.2245 9.94237 1.64702 880.428 9.95412 2.33345 870.474 464.492 2.45003 405.981 11.2813 394.7 2.88256 9.93101 7.67834 internal_count=27937 23207 19946 19653 18908 55 745 18853 17326 1527 1421 252 3261 3228 2964 264 237 214 17181 381 122 16800 9639 63 7161 220 6941 75 193 173 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=0 6 7 6 0 7 0 6 6 6 6 6 6 4 6 7 0 7 7 0 7 3 4 6 7 7 7 0 7 7 split_gain=1.63718 1.05764 1.25256 1.40639 1.20551 2.96308 1.40717 3.22215 3.01726 1.69103 2.00277 1.76605 1.69554 2.02948 2.79326 1.65911 1.30438 1.86746 1.29191 1.22421 1.22208 1.20461 1.86344 1.69481 1.2019 3.54217 1.86521 1.01439 1.2358 1.75333 threshold=0.24953934550285342 0.53522199392318737 0.25187180936336523 0.55165287852287304 0.25481888651847845 0.20257358998060229 0.25416126847267156 0.14847300201654437 0.048735044896602638 0.29233731329441076 0.3180318176746369 0.27783079445362097 0.23222099244594577 3.0531061291837633 0.10222589969635011 0.17182986438274386 0.25188040733337408 0.14839909225702289 0.14015202969312671 0.25026445090770727 0.23544743657112124 1.0000000180025095e-35 8.3430480616909453 0.012195987626910211 0.17660862207412723 0.16752526164054873 0.22166731208562854 0.27914373576641088 0.16921617835760119 0.098213501274585738 decision_type=2 2 2 2 2 2 2 2 2 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 24 5 6 9 8 -8 11 -11 12 13 14 16 18 -2 -18 -12 -14 -7 22 23 -15 25 -3 -26 28 29 -6 right_child=1 2 -4 -5 27 20 7 -9 -10 10 15 -13 19 21 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0012451231247797027 -0.019108870188149479 0.012890214465364086 0.020902587889782984 0.0016960902387056535 0.0040473384696241644 -0.039164797042006753 0.036062005827367224 0.038386940107466787 -0.031314678307912625 -0.036298854836990579 -0.0093809100951387173 0.036248685081096049 0.020146074652589701 0.0074322893877103004 0.030671316667403171 -0.03273061813713727 0.03611755593130269 -0.027585198619268576 0.026935402575588491 -0.021234041635044273 -0.0051892029552213859 0.016003657232337275 0.032361926196644922 -0.031927528699075766 0.03015398424553253 -0.053209251755565255 -0.0037562065386455871 0.00085866344828293027 0.0019209568456497045 -0.005742687327560312 leaf_weight=549.00186377905629 1.900682766689 4.2336594879161549 3.7376079321402349 78.128780605198699 20.502350101422053 1.6231582863256329 0.9747483273968095 3.825783139327541 1.5484310276806352 1.688810909166931 1.5449042515829208 1.9833626705221821 0.83129384461790268 1.5439628642052401 6.6802072636783123 0.9775494763161986 1.3095642824191598 0.60574644617736351 2.0533175156451762 2.8475716651882976 2.3071079647634178 2.4011140478542075 0.79504527058452357 2.717678677290678 5.1423815339803696 0.88159173913300026 2.0385895769577473 462.36287604387326 50.079436842959694 83.588607969286386 leaf_count=10003 47 54 162 1841 541 41 12 49 24 26 36 27 14 25 97 34 30 11 40 44 66 44 12 45 83 17 49 11683 1087 1693 internal_value=-3.27783e-11 0.000910394 0.0038838 0.00318035 0.00048404 0.00552028 0.00820423 0.0210307 -0.00528589 0.00547892 -0.00837779 0.00915463 0.00667057 0.0104724 0.0189744 0.00192722 -0.00150191 0.0159706 0.0113429 -0.0118836 -0.0192208 -0.00149344 -0.00980175 -0.0176677 0.0126112 0.00149825 0.0205273 0.000155987 -0.00195137 -0.00381439 internal_weight=1299.86 750.856 94.1626 90.425 656.693 40.16 36.2298 6.34896 2.52318 29.8808 6.26458 23.6162 21.6329 17.954 10.4962 4.57577 3.81599 1.91531 3.59822 3.67887 3.93027 7.4578 5.05669 4.26164 12.2962 5.11525 7.18097 616.533 154.17 104.091 internal_count=27937 17934 2206 2044 15728 724 617 85 36 532 136 396 369 311 185 110 88 41 76 58 107 126 82 70 203 71 132 15004 3321 2234 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=0 0 7 6 6 7 4 7 7 4 3 6 7 7 0 6 6 6 7 0 3 0 4 4 0 6 7 4 7 7 split_gain=1.70257 1.16874 2.34843 1.28471 1.11319 1.29371 1.19824 1.26644 1.0373 1.10323 1.59613 1.17931 1.89559 1.02967 1.3172 1.05707 2.32259 1.97774 1.49944 1.41609 1.35162 1.48157 1.29466 2.47597 1.42093 2.06324 1.54623 1.2254 1.21533 1.17789 threshold=0.24953934550285342 0.25481888651847845 0.1738153547048569 0.53522199392318737 0.55165287852287304 0.25187180936336523 6.8395541436755876 0.13337556272745135 0.17849697172641757 6.2599681625794785 1.0000000180025095e-35 0.27927467226982122 0.23852065950632098 0.16607126593589785 0.25343532860279089 0.29233731329441076 0.32188710570335394 0.27783079445362097 0.12570732831954959 0.25188040733337408 1.0000000180025095e-35 0.25026445090770727 2.5289968048817539 6.187087438345011 0.25416126847267156 0.22003825008869174 0.10039460659027101 4.0494694088879504 0.085709288716316237 0.15058483183383944 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 -8 -4 10 -10 -12 -13 15 -15 17 -17 19 -18 20 21 -2 24 27 25 -21 -26 -24 -25 -22 right_child=1 3 8 4 5 -7 7 -9 9 -11 11 12 -14 14 -16 16 18 -19 -20 22 29 -23 23 28 26 -27 -28 -29 -30 -31 leaf_value=-0.0012698462807192177 0.015330178954431719 0.00015067328172320532 -0.034796986139914006 0.016688923562934173 0.0019328996225782165 0.022727983653994709 0.020513196564442573 -0.026693415757198986 -0.019059050291067248 0.020537402459884727 0.025595739019168638 -0.040196533700144768 0.025161268438330591 0.013714082786772603 0.052017742048041958 -0.038249549666745236 -0.013322407356541881 0.043593926514867723 0.025830477223306655 0.041723990993656666 0.029319713901423797 -0.018499835742049432 0.0040744101181071357 -0.014251723462683392 0.035992253093216187 -0.0055367150187933872 -0.028558825558156881 -0.035886373988018902 0.038071303621923694 -0.01590677224301178 leaf_weight=548.58677359292778 1.611399205401552 616.05459432285352 1.0419986569322635 10.104130243445978 77.277805344871012 2.7897148054034906 0.8460422283969814 1.2933827738743273 4.6299374085792788 1.4789441338652975 1.7051531022880229 0.87059375550597884 0.73789287498220801 2.985751169268041 1.107801580801606 1.3446799246594299 1.6130856535019122 1.5347152231261123 1.9379309331998227 3.9053569841198605 1.8854465121403339 4.2065878906287253 1.4205463211983445 0.51166624575853381 0.5578221697360275 1.0562116429209707 0.83224137406796217 1.3441401678137479 1.8230204530991612 0.7147521600127219 leaf_count=10003 36 15004 30 175 1805 140 8 28 141 25 21 16 19 35 8 23 37 21 50 65 29 82 20 9 11 13 15 20 33 15 internal_value=-7.01807e-11 0.000929791 0.00586342 0.000645225 0.0039457 0.00265744 0.0123704 -0.00802542 -0.00639407 -0.0032531 -0.00768244 0.00821336 -0.0102137 0.0100837 0.0240799 0.00790523 -0.00467061 0.0107817 0.00804488 0.00824724 -0.00109368 -0.00912999 0.0151142 0.0038562 0.0241526 0.0316632 -0.00265496 -0.0153538 0.0266043 0.0168877 internal_weight=1297.81 749.223 40.8577 708.366 92.3111 80.0675 12.2436 2.13943 10.4645 9.42252 7.94358 3.31364 1.60849 30.3932 4.09355 26.2996 4.8957 21.4039 3.55102 19.8692 8.41819 5.81799 11.451 5.09937 6.35163 4.96157 1.39006 2.76469 2.33469 2.6002 internal_count=27937 17934 774 17160 2156 1945 211 36 252 222 197 56 35 522 43 479 110 369 87 348 162 118 186 82 104 78 26 40 42 44 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=0 0 7 7 6 6 6 6 7 0 4 4 0 6 7 4 0 7 7 0 3 7 6 7 6 0 4 4 0 7 split_gain=1.8169 1.4232 2.07968 1.29193 1.2134 1.14485 2.59527 2.17732 1.57761 1.4066 1.10847 2.20364 1.27386 1.73582 1.2693 1.15105 1.0814 1.10927 1.77092 2.71673 1.05241 1.20804 1.78673 1.6699 1.29888 1.01817 1.78231 2.72791 1.62183 2.33811 threshold=0.24953934550285342 0.25481888651847845 0.17059896886348727 0.16607126593589785 0.53522199392318737 0.29233731329441076 0.32188710570335394 0.27783079445362097 0.12570732831954959 0.25188040733337408 2.5289968048817539 6.187087438345011 0.25416126847267156 0.22003825008869174 0.10039460659027101 4.0494694088879504 0.27914373576641088 0.16921617835760119 0.098213501274585738 0.25706911087036138 1.0000000180025095e-35 0.12570732831954959 0.1176501326262951 0.15472642332315448 0.0063455922063440093 0.23445418477058413 6.9293617412736932 7.0389304389073812 0.23352111876010898 0.13248089700937274 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 3 5 16 7 -7 9 -8 20 12 15 13 -11 -14 -12 17 18 19 -3 21 22 24 -23 -2 28 -27 -28 -1 -30 right_child=1 4 -4 -5 -6 6 8 -9 -10 10 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.00095058670825349265 0.017018496412699161 0.033925216372988648 -0.0043807178018276764 0.029741448288809796 0.003858627541363993 -0.039793686116783272 -0.012866427169708846 0.044394512134787789 0.027090276422636096 0.040207012895464918 0.005851821157433653 0.026684203988268214 0.033319607966419591 -0.0022599781139936701 -0.028473540062499438 -0.03371622517684178 0.00089319289139007504 0.0016564483741070472 -0.0057390343662933954 0.00010683614170024506 0.015690129373367251 -0.036272875763286277 0.032260335720109466 0.017921223840047549 -0.038122973802259028 -0.0054123477492548236 0.050858551241659597 0.0020497499980958083 0.033706204595230049 -0.00081683948907226769 leaf_weight=445.73789325722464 0.65083708195017143 2.4256594027392593 11.394699159121954 2.9033547947183242 92.25315783424594 1.350987568264826 1.6259126708464466 1.6860145982354868 1.9630754403769968 3.9078795532695931 1.3485202807933094 2.2776113135041669 0.50638075731694676 1.1129569634795187 0.73113962914794683 1.2991172093898056 462.38351754112227 49.946816480663983 82.894417804665864 18.019992093206383 2.4232248591724783 2.0034022254403685 1.2611807957291601 0.68725990317761887 0.93936186376959085 86.546802103053778 1.2058255253068617 7.0906634413986467 2.9871024612803003 4.3175901278154925 leaf_count=7894 16 42 267 28 2156 23 37 21 50 65 20 42 11 13 15 20 11683 1087 1693 499 44 37 26 16 23 1826 9 163 36 75 internal_value=-7.72e-11 0.00096139 0.0064615 0.0107694 0.000650049 0.00863237 -0.00435229 0.011711 0.00898876 0.00883335 0.0156952 0.00504872 0.0240739 0.0307935 -0.00318841 -0.013563 0.00016927 -0.00201441 -0.00378863 0.00411903 -0.000801077 -0.00801176 0.00559417 -0.0224304 -0.0155547 -0.00131253 -0.00413905 0.0091437 -0.000720805 0.0133006 internal_weight=1295.88 747.996 40.0729 28.6782 707.924 25.7749 4.93998 20.8349 3.58899 19.1489 11.1836 4.92525 6.25836 5.02084 1.23752 2.64764 615.67 153.287 103.34 20.4457 7.96527 5.54204 2.85138 2.69066 1.5902 547.886 94.8433 8.29649 453.043 7.30469 internal_count=27937 17934 774 507 17160 479 110 369 87 348 186 82 104 78 26 40 15004 3321 2234 541 162 118 65 53 39 10003 1998 172 8005 111 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=0 0 7 0 7 0 7 6 7 7 7 0 8 4 7 4 7 0 8 6 0 7 6 7 0 7 8 6 7 7 split_gain=1.92033 1.43012 2.01871 1.13375 1.09853 1.05993 1.91023 1.81074 1.69433 1.21675 2.046 0.982918 0.981773 1.02617 1.12465 1.10798 0.970519 1.88876 1.54274 1.07538 1.14553 1.59336 1.4013 0.965931 0.935301 1.22714 1.09839 0.892126 0.967012 1.91484 threshold=0.24953934550285342 0.25481888651847845 0.17059896886348727 0.36054804921150213 0.30072250962257391 0.24369046092033389 0.12342920154333116 0.12275208905339242 0.11521006748080255 0.15701697766780856 0.28187274932861334 0.24622645974159243 0.30952380952380959 6.4339813068198888 0.15948732942342761 7.7604099800921 0.1317747235298157 0.25416126847267156 0.46428571428571436 0.37055367231369024 0.25026445090770727 0.11211706697940828 0.29616768658161169 0.14957885444164279 0.25105556845664984 0.12829495221376422 0.22500000000000003 0.10510858148336412 0.088559258729219451 0.064823031425476088 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 16 4 -3 12 8 9 -7 11 -11 -8 13 -1 23 -16 19 18 -18 20 21 -2 24 -15 26 27 -22 -26 29 -29 right_child=1 3 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0017517921075727535 0.046631620316715527 8.4483171972745298e-07 -0.0041533039016220658 0.0031304781291073649 0.019621737675269094 0.00010678732835051529 0.0087949458310474203 -0.017162189551850639 0.042283760864372147 0.034160480082844384 -0.033625550359629434 -0.02414004956007464 0.0023225105898619799 0.0093552293131916511 -0.049427380278876602 0.0051327644232084108 0.013576850768926362 0.03782089284478142 -0.032760513922127817 -0.022950569909935034 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0.00067823 8.96331e-05 -0.00135107 -0.00675649 -0.0118469 0.0042061 0.00272612 0.0192691 -0.00904662 -0.00102821 -0.00153945 0.00817948 -0.0167129 0.0108211 0.0162815 0.0107986 0.005168 0.00764375 0.0276332 0.00360738 0.0124291 0.00621903 0.010265 -0.014476 0.0139797 0.0231087 0.00644779 internal_weight=1293.2 746.584 39.6499 706.934 570.097 546.613 30.8081 21.0388 9.76922 5.6228 2.33777 3.28503 515.805 447.523 9.56834 1.39531 28.2966 14.3936 11.4731 13.9029 12.7779 2.1467 10.6312 8.17303 10.0532 8.40913 1.64404 7.60963 4.25155 1.80453 internal_count=27937 17934 774 17160 13970 10003 777 549 228 126 58 68 9226 7618 151 31 507 226 200 281 251 40 211 120 198 160 38 146 72 33 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=0 0 7 0 7 0 4 4 0 7 6 6 7 8 4 0 4 6 7 4 0 0 6 6 6 6 6 6 6 7 split_gain=1.87667 1.39996 1.90028 1.1055 1.05533 0.879398 1.29056 2.36041 1.21724 1.92988 1.54 1.42388 1.89264 1.30944 1.19564 1.19336 1.43358 1.3822 1.54407 1.2962 1.24027 1.18522 1.08555 1.07734 1.23634 1.20993 1.05679 5.39225 1.80744 1.57936 threshold=0.24953934550285342 0.25481888651847845 0.17059896886348727 0.36054804921150213 0.30072250962257391 0.23445418477058413 6.9293617412736932 7.0389304389073812 0.23352111876010898 0.13248089700937274 0.26109755039215093 0.19270981848239901 0.14943502098321917 0.30952380952380959 6.8395541436755876 0.19074301421642306 6.9293617412736932 0.10812821984291078 0.10382096841931344 3.3690377498030597 0.17889278382062915 0.23035723716020587 0.17126950621604922 0.19459535181522372 0.28035075962543493 0.025119324214756492 0.17828142642974856 0.16881716251373294 0.18883907794952395 0.1829345375299454 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 4 -3 8 14 -8 13 10 22 -11 -13 -1 26 20 17 -17 -19 21 -15 -20 -10 25 -25 -18 27 -7 -28 -30 right_child=1 3 -4 -5 -6 6 7 -9 9 11 -12 12 -14 15 -16 16 23 18 19 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31 leaf_value=-0.0016282555333908275 0.010703041652766957 3.3183344076196114e-06 -0.0038578131384579216 0.0030933051065716623 0.019265300307379732 -0.0042819930144192674 0.049191986788830661 0.0011856816889936222 0.024652260077017259 0.016459128512546991 0.050839626497405123 -0.057721260735464311 0.0010457923078731419 0.0018487897765231596 -0.053687539090654102 0.031778634763320476 -0.035992531223410583 -0.014200749250721236 0.0031503809774156032 0.015084243975295239 -0.013890274706121732 -0.04084462075572607 -0.032678293935273467 -0.047123362400459654 -0.0065118182074519314 0.021156980334743364 -0.039639963715716597 0.039563732619862825 -0.011366226207845501 -0.00031062312723696212 leaf_weight=385.86964102266211 27.898774680885253 567.22413029161908 11.347513168395379 136.81507174833678 2.5715329601807744 32.444544244266581 1.0563101309817264 7.2384313291404396 0.99348464957438343 2.0967091005295515 1.5387531323358414 0.72727334126830134 1.5326123523409476 20.707306731957946 0.45338303735479613 2.4028061836143051 0.40614634932717253 2.5407049534842399 5.2736717163352322 15.513949330481408 5.7594109445708446 0.61541962740011502 0.42415755800902843 0.8471219217753968 3.3137725638516713 1.8616391482064498 1.5428073168732215 2.7373878983780733 27.238768024835736 20.293837029108545 leaf_count=6556 507 13811 267 3190 159 658 9 163 25 23 6 6 46 450 8 63 16 48 96 364 153 6 5 18 81 43 29 28 665 438 internal_value=2.94125e-11 0.000978015 0.00649297 0.000671706 9.02492e-05 -0.0013374 -0.00399423 0.00729914 -0.000791235 0.0113489 0.0300571 -0.00134654 -0.0178665 -0.000990692 -0.00510006 0.00316205 0.00698827 0.0100875 0.00791078 0.0105356 -0.00157618 -0.00144717 0.007499 -0.00571338 -0.01478 0.0109219 -0.00483861 -0.000870504 -0.00768333 -0.00664609 internal_weight=1291.29 745.857 39.2463 706.611 569.796 545.43 93.0055 8.29474 452.425 7.31299 2.9564 4.35659 2.25989 445.112 84.7107 59.2419 32.7752 26.3466 23.9437 21.403 26.4667 5.88909 1.41764 6.42868 4.16089 2.26779 84.2573 35.1819 49.0754 47.5326 internal_count=27937 17934 774 17160 13970 10003 1998 172 8005 111 36 75 52 7894 1826 1338 735 577 514 466 603 102 30 158 99 59 1818 686 1132 1103 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=0 0 7 6 7 4 4 4 6 4 7 7 0 6 7 3 7 1 3 4 7 6 7 0 0 0 7 4 0 0 split_gain=1.7712 1.19392 1.44128 1.08906 0.969793 0.949242 2.00825 1.20512 0.981243 1.23049 1.15136 0.959586 1.26292 1.80112 1.253 1.11904 0.975833 0.931276 0.930771 1.11894 0.871858 0.866732 1.72633 0.935646 0.866048 2.29532 1.02531 1.49663 0.888975 2.20063 threshold=0.24953934550285342 0.25481888651847845 0.1738153547048569 0.53522199392318737 0.17849697172641757 12.151396849387826 15.235665649406506 8.8116396437251385 0.55165287852287304 6.8395541436755876 0.25187180936336523 0.1759801581501961 0.31119388341903692 0.59161117672920238 0.20959433913230899 1.0000000180025095e-35 0.23645481467247012 1.0000000180025095e-35 1.0000000180025095e-35 6.2599681625794785 0.33292430639266973 0.27927467226982122 0.23852065950632098 0.25343532860279089 0.38338243961334234 0.37773573398590093 0.10147566720843317 7.4674434698380212 0.3050724864006043 0.3073167502880097 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 17 -4 7 -7 8 9 -5 11 24 13 -13 -15 -14 -16 20 19 -6 -3 23 -23 -20 25 26 27 -10 -28 -30 right_child=1 3 4 5 18 6 -8 -9 10 -11 -12 12 15 14 16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0013030906123128903 0.0094001826450137126 -0.0003386596805873373 -0.031853740599912521 0.015228024851205061 -0.015437727968607429 -0.03887104943523078 0.0045785550266986379 0.020432046322005723 -0.039930665180371853 -0.01738317293520027 0.021499514097909411 -0.038089209735800121 -0.0014496127386035068 0.021271522777471439 -0.026679967366411199 0.015433187677769274 0.0092018904575950876 0.0028718541609499726 0.0033798963393018313 0.016033789577815382 0.043695788598929974 -0.035813871861026234 0.02639415741255759 0.045663454510028054 0.019186054456200415 -0.029018400468747808 0.02015070819486655 0.020959286453078433 -0.046101372658814761 0.0066047748680211089 leaf_weight=543.1616055116283 29.329813247954007 514.48479745752047 0.99360233638435502 10.076775148758314 4.3765110342355893 1.4453281642636273 2.835879725869745 4.0151711413636795 0.99785250144487381 1.1613420429639507 2.7153769265569272 1.9327313100220624 26.900428680703047 1.3079312527552245 1.9228685933630916 4.0677447034977368 1.0571538037620483 99.090848579318845 0.907352314447053 1.3244408931641372 0.40499052960512827 0.80163677362725116 0.80432428512722254 0.97935274802148342 3.6124036784749469 1.8189849103800941 4.0338952371093937 0.5713026060257107 0.7379821317736085 21.031017138622701 leaf_count=10003 522 12181 30 175 141 34 64 111 30 20 140 82 537 48 78 86 60 2808 15 20 15 18 20 8 84 32 134 12 11 418 internal_value=2.28049e-11 0.00094911 0.00602361 0.000665163 -0.00369781 0.00370457 -0.01009 0.00437598 0.00360801 0.011858 0.00233284 0.00158926 -0.00170981 -0.0140449 -0.00320726 0.000767984 -0.013951 0.000208534 -0.000654851 -0.00812629 -0.000304024 0.0115405 -0.00465781 0.0253285 0.00532938 0.00361461 0.0057832 -0.0177617 0.00721504 0.004818 internal_weight=1288.9 745.74 39.517 706.223 10.1872 92.2422 4.28121 87.961 83.9458 11.2381 72.7077 69.9923 37.1889 6.22068 4.28795 30.9682 2.98002 613.981 9.19362 5.70095 514.89 3.49267 1.60596 1.88671 32.8034 29.191 27.372 1.56916 25.8029 21.769 internal_count=27937 17934 774 17160 252 2156 98 2058 1947 195 1752 1612 891 268 186 623 138 15004 222 161 12196 61 38 23 721 637 605 42 563 429 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=31 num_cat=0 split_feature=0 0 7 0 7 0 8 6 0 6 4 0 7 0 4 4 7 0 0 7 4 4 4 6 6 8 0 0 4 6 split_gain=1.74791 0.989761 1.39868 1.08884 0.911042 2.06945 1.30161 1.19542 1.39122 0.967707 1.28159 1.1519 1.76356 1.10949 1.06385 0.925223 0.890918 0.878252 1.49116 1.59134 1.3858 2.09306 1.92881 1.27755 2.14138 1.20795 1.2117 1.30632 1.21299 1.1685 threshold=0.24953934550285342 0.25481888651847845 0.17059896886348727 0.36054804921150213 0.1317747235298157 0.25416126847267156 0.46428571428571436 0.29233731329441076 0.25105556845664984 0.19270981848239901 2.5289968048817539 0.25188040733337408 0.10809339955449106 0.25416126847267156 6.187087438345011 6.4694896306892913 0.30072250962257391 0.23445418477058413 0.23352111876010898 0.14450338482856753 6.9293617412736932 7.0389304389073812 6.8395541436755876 0.33296245336532598 0.17599163949489596 0.30952380952380959 0.19074301421642306 0.17889278382062915 6.9293617412736932 0.10812821984291078 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 16 7 6 15 9 -9 10 11 12 -2 -13 -12 -6 -3 18 25 23 22 -22 -19 24 -20 -1 27 -27 29 -28 right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 14 13 -14 -15 -16 -17 -18 20 19 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-0.0015757299058967316 0.016904837295584986 2.9585109780046601e-05 -0.0035687934629052018 0.0030900457612037312 0.0083550606334946501 0.037309754774776792 -0.032774404791352831 0.014360298841427054 -0.034104132877189858 0.022959707615287667 -0.028617433395602358 0.036106205953517732 -0.037575966767393047 -0.001461363438918882 0.0060227962029139152 0.037867257804600103 0.017947151640673537 -0.0046956622748126082 0.03167332366169287 -0.0010485606215574718 0.048589904259525578 0.0021686572157034001 -0.054037027260566493 0.049451651539602355 -0.038238886055074001 0.0017255762249037958 0.029848066454552433 -0.014660746518499674 -0.004812321463917647 0.0077899979464937513 leaf_weight=385.08509717764537 1.3304992374032756 566.24517627094974 10.82711678749183 136.75140877906233 10.008925944566721 2.8404847057536236 0.6416749241761871 0.84463461115956251 1.4452020390162941 2.7676963745616368 1.7096790983341636 2.0634241201914847 0.89409112045541395 1.0767128933221104 1.4962348386179654 1.0570299774408347 2.5086616062326348 82.98159989566193 1.4062705661635839 3.5055886268964969 0.99547717231325616 7.1728106700466014 0.71921476442366739 1.421309884637594 0.5479409135878085 20.712202070979405 2.3793622720986631 5.5523115577016133 6.3543938621696716 23.594864020880777 leaf_count=6556 32 13811 267 3190 176 26 12 12 42 54 31 38 12 20 40 12 159 1818 28 71 9 163 8 4 8 450 63 153 158 514 internal_value=9.63128e-12 0.00094371 0.00559583 0.000686521 0.00911745 0.0143386 0.00876535 0.00354389 -0.0162274 0.00753681 0.00255633 0.0115243 -0.00499169 0.0232248 -0.0124505 0.0111741 0.000108616 -0.00129529 -0.000750196 0.0131082 -0.00396861 0.00782606 -0.00511964 0.0278104 0.0120707 -0.000965129 0.00304785 -0.00173849 0.00693639 0.00981062 internal_weight=1286.94 744.509 39.0034 705.505 28.1763 14.5481 11.7076 13.6282 2.28984 11.3383 8.57064 5.36473 2.22459 3.14014 3.20591 11.066 568.754 542.428 450.559 6.88111 91.8691 8.16829 83.7008 3.37552 1.95421 443.678 58.5931 26.2645 32.3286 25.9742 internal_count=27937 17934 774 17160 507 226 200 281 54 227 173 102 44 58 71 188 13970 10003 8005 111 1998 172 1826 40 36 7894 1338 603 735 577 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=0 4 0 0 6 6 6 6 0 7 7 7 0 6 6 6 0 7 4 6 7 0 7 0 0 0 0 7 0 6 split_gain=1.66492 1.12311 0.870632 1.2124 2.03443 2.14527 1.82132 2.53105 2.44327 2.01247 1.9383 1.32402 1.25877 1.14261 0.917108 1.21382 1.09546 1.68013 1.58598 1.05755 2.99907 2.13416 2.11854 2.6254 1.76466 1.96794 1.79643 1.52258 1.51735 1.43288 threshold=0.36054804921150213 3.1611572860905777 0.096301417797803893 0.11917395517230035 0.64462941884994518 0.60934308171272289 0.36615896224975591 0.19270981848239901 0.11601475998759271 0.25437921285629278 0.21792446821928027 0.2316001579165459 0.12311408668756486 0.13069976866245273 0.18327824026346209 0.18576741218566897 0.3194758147001267 0.069068975746631636 3.0849009891038883 0.0966337025165558 0.097242176532745375 0.13165166229009631 0.099255822598934187 0.32911738753318792 0.1808389946818352 0.17005720734596255 0.19383288174867633 0.088559258729219451 0.32830090820789343 0.13069976866245273 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 9 10 13 -8 -12 -5 -4 19 -16 18 -18 -17 22 24 -22 27 28 25 -21 -26 -14 -24 -23 right_child=-2 -3 3 12 -6 -7 8 -9 -10 -11 11 -13 14 -15 15 16 17 -19 -20 20 21 29 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.010424805007282874 0.0031256542159316947 0.00084726533645067942 -0.002618121201842104 -0.017160194975979631 -0.024368883143109858 0.041171495497025971 -0.048427498074868035 0.033480118486638802 0.020433960304927137 -0.050865972695757336 0.033503884850354236 -0.010762430146045634 -0.005487797769241705 0.045524214564533198 -0.020147250368825625 -0.0022504053649837121 0.047793728754640878 0.0015581535194990675 -0.032034666588041535 0.0062825552163718566 -0.045965604613629814 0.0053520675519907988 0.00085639819870324968 -0.021686756015418505 0.037715059635680684 -0.041921136488161141 0.011532653902254121 -0.023588080318237302 0.042901131885116392 -0.0022437253822014174 leaf_weight=8.8894758748938312 137.02658356219763 426.68733012252414 1.7496308975387469 4.4125156676163888 1.7734589918982226 1.7202119398862112 1.1236241133883575 3.9385524347890168 2.9129262547940016 0.62839388661086548 0.69509200437460084 4.8603286334546283 17.466811813123062 0.59444268350489426 3.2686977403354822 369.97131431541129 0.71671500249067221 54.115855347481556 1.6160624827025447 2.6507443306036325 0.90231057442724605 34.162613632506691 105.23861922935976 4.726502885343506 2.6929003149271038 1.0699066519737241 18.992294104769826 5.4996130450163028 0.77822540048509736 64.649425927898847 leaf_count=203 3190 10167 48 90 32 11 21 59 21 21 14 87 397 29 59 7752 52 1339 55 34 12 587 1909 123 23 18 357 137 7 1083 internal_value=4.12219e-12 -0.000372918 -0.0010942 -0.000977861 0.00630477 0.00928989 0.00596666 0.017708 -0.00249295 -0.0031903 -0.0124921 -0.00522385 -0.00118802 0.00959048 -0.00108566 -0.00193544 -0.00179584 0.0021625 -0.00237994 0.000325066 0.00230743 -3.70076e-05 -0.00152995 0.000189722 0.011509 -0.00757885 0.014784 -0.00982215 0.00116503 0.000382393 internal_weight=1285.53 1148.5 721.817 712.928 19.9967 18.2232 16.503 6.91102 9.59197 2.97247 6.67904 5.55542 692.931 2.34407 688.519 429.689 426.42 54.8326 371.587 258.83 125.12 99.7144 133.71 110.743 25.4058 3.72065 21.6852 22.9664 106.017 98.812 internal_count=27937 24747 14580 14377 343 311 300 157 143 98 122 101 14034 77 13944 9257 9198 1391 7807 4687 2114 1682 2573 2039 432 52 380 534 1916 1670 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=1 0 0 7 6 4 4 4 7 6 6 7 3 0 7 3 7 0 0 7 0 6 7 0 7 7 0 0 6 6 split_gain=1.64998 1.40837 1.18059 1.08174 1.03898 1.26616 2.00615 1.31219 0.830882 0.82238 1.11421 1.68317 1.0537 1.15924 1.60563 0.899995 0.902857 0.942746 0.793499 1.03154 1.10267 1.33289 1.93128 2.02178 1.99436 1.2672 2.29383 3.53551 1.58608 1.40751 threshold=1.0000000180025095e-35 0.24953934550285342 0.25481888651847845 0.17059896886348727 0.53522199392318737 11.385096658544564 15.235665649406506 8.8116396437251385 0.18408000469207766 0.10222589969635011 0.12275208905339242 0.1317747235298157 1.0000000180025095e-35 0.25105556845664984 0.151058204472065 1.0000000180025095e-35 0.10070703178644182 0.25188040733337408 0.27914373576641088 0.16921617835760119 0.25557936728000646 0.32776552438735967 0.21152842789888385 0.27595959603786474 0.24570301920175555 0.18408000469207766 0.26026690006256109 0.26385782659053808 0.27044087648391729 0.16479841619729999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 18 7 8 -6 -7 -3 -11 15 13 14 -13 16 17 -12 19 -4 -21 25 -23 24 -24 26 28 -28 29 -22 right_child=-2 2 4 -5 5 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0016096458964840815 0.0028630223838979284 -0.0012357707563634404 -0.0042144338757299305 -0.0023640661728645557 0.0033923183583256765 -0.050369135745333991 0.0037677690417053694 0.023403277580784209 -0.0069265255955405242 0.038466939229508654 0.030978925275961633 -0.03882803186472597 0.00030801288090498603 0.028987846544912908 0.021501617308603175 0.014069489661412787 -0.021952224951490431 -0.016455744702859251 0.00040000231221275158 -0.02426147372120362 0.045784514134698334 -0.013899559547475255 0.048613272753803387 -0.021610358221818209 0.0025134098572320673 0.0016742231205478214 -0.037235173531321296 0.017179632912240388 0.05666023403608831 -0.025668320460772498 leaf_weight=491.1875678209326 158.73677899083123 4.8725005239248302 85.916729005693924 9.5151191626209748 78.749032531166449 1.2406223576981563 2.8636493212543428 3.0639517954550675 0.58216575207188714 1.3895983379334236 0.76535717025399497 0.59132635430432667 2.4106599013321093 6.2828487190417945 1.2083503496833143 2.0087396180315409 2.4240894736722112 0.7433260262478143 385.18238945507619 1.4448121112509387 0.47899758350104282 8.5770931920269486 1.4598170837853097 1.3267466388642786 2.0040567404066678 18.630841952748597 1.3636045930907128 5.0710131064988673 1.666112519800663 0.51475324854254723 leaf_count=8988 4110 112 1812 249 1795 23 64 85 16 20 13 17 43 81 15 49 45 16 9409 37 8 178 65 23 73 450 27 88 11 15 internal_value=2.91328e-11 -0.000404497 0.000531623 0.00612674 0.00023131 0.00327304 -0.0118922 0.00414174 -0.0364943 0.00968631 0.012672 0.010491 0.0177153 0.0229072 0.00167888 -0.00226782 -0.0106124 0.00760793 -0.000280936 -0.00232279 0.0014979 0.00240359 -0.00537757 0.00988015 0.0219418 0.00615525 0.015335 0.00564821 0.038769 0.00877264 internal_weight=1282.27 1123.54 632.348 32.2119 600.136 86.4994 4.68644 81.813 1.82279 22.6968 17.8243 16.4347 10.4932 8.08253 1.79968 5.94151 3.93277 1.50868 513.637 128.455 42.5378 41.093 13.3677 4.79062 3.46387 27.7253 9.09448 6.43462 2.65986 0.993751 internal_count=27937 23827 14839 660 14179 1983 103 1880 39 411 299 279 156 113 32 123 74 29 12196 2787 975 938 339 161 138 599 149 115 34 23 is_linear=0 shrinkage=0.03 end of trees feature_importances: Column_0=2107 Column_6=1800 Column_7=1246 Column_4=1160 Column_8=390 Column_1=352 Column_5=256 Column_2=99 Column_3=90 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 250] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 10] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [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: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: 10] [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