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internal_weight=0 137643 7903.17 6353.17 1550 129740 1479.93 128260 682.797 127578 6120.87 124106 34137.4 280264 34044.4 278499 7741.36 1187.69 6036.56 89968.5 497.389 175.376 33973.1 270758 457.356 7565.98 327.482 89471.1 7238.5 420.106
internal_count=12913069 4253096 244203 196309 47894 4008893 45729 3963164 21098 3942066 189131 3834795 1054825 8659973 1051950 8605439 239203 36699 186526 2779970 15369 5419 1049748 8366236 14132 233784 10119 2764601 223665 12981
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=403 618 403 542 679 684 542 618 513 609 679 679 698 618 252 679 47 403 214 375 618 201 646 7 530 311 1 703 1 532
split_gain=695675 376900 139176 125946 114548 64538.3 61108.4 58140.4 45274.4 42329.7 41483.6 39288 32652.2 27769.1 25751.3 23110.6 21218.9 21038.8 20964.8 20243.7 16831.4 20526.2 18217.9 43063.4 16012.2 15782.5 15763.9 14998.9 14579.7 13237.3
threshold=1.5000000000000002 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 5 9 11 -1 27 25 14 -2 16 -13 24 -5 -6 -4 -11 -20 22 -22 28 -24 26 -3 -9 -7 -12 -17
right_child=2 4 17 15 12 8 -8 10 -10 18 20 13 -14 -15 -16 29 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8868565582128278 -3.5067837025444284 -3.2762662566784129 -2.5635248180684806 -3.4627693172003093 -2.5370538804225564 -3.2606897252113476 -1.9550572157801573 -3.8115506911937329 -0.13536659479069213 -3.773390607179139 -3.6278973190048434 -3.1949621407033248 -3.6584340162976861 -2.5115500176997694 -0.41895760160077389 -2.9923903222791255 -3.4050256105476127 -1.9692608340398463 -3.7556344635175458 0.51857959417335131 -3.0847632075914326 0.44281614301244332 -3.7859865988726846 0.58003611492700013 -2.3379775625057473 -2.0779702022192286 -3.0616866733603807 -0.69922145329564644 -2.8546524728868237 -2.2592545685743546
leaf_weight=219543.5804264769 2974.2144478410482 2495.7154822871089 1215.3991716504097 705.0425189062953 2566.4666421785951 152.2963509708643 386.48749727010727 35696.669598184526 90.809703677892685 3716.5553700625896 5516.0995412617922 1928.7229412049055 347.48477324098349 859.52389643341303 22.505773529410362 673.22853224724531 316.3699950799346 1168.508501753211 21.828415296971798 22.505773529410362 476.27023846656084 17.086907669901848 62.99431561678648 35.222628086805344 74.487555302679539 114.97609739005566 282.56763425469398 26.897676907479763 255.12370070815086 388.34476984292269
leaf_count=10047639 136118 114219 55624 32267 117457 6970 17688 1633695 4156 170092 252450 88270 15903 39337 1030 30811 14479 53478 999 1030 21797 782 2883 1612 3409 5262 12932 1231 11676 17773
internal_value=-3.81003 -3.83776 -2.92086 -3.86047 -3.23112 -3.46868 -3.17233 -3.86614 -1.95438 -3.53285 -3.759 -3.25397 -2.74269 -2.98429 -3.80052 -3.01895 -2.63231 -2.27224 -3.7476 -1.58588 -3.52358 -2.96259 -3.57073 -2.22024 -3.80263 -3.22349 -3.80566 -2.8762 -3.59372 -2.72419
internal_weight=0 273621 8532.86 263749 9871.91 6641.58 6148.95 261983 270.004 6371.58 42439 5762.46 3230.32 2788.25 36076.2 1766.62 2882.84 2383.91 3760.89 44.3342 6362.8 493.357 5869.44 98.2169 36053.7 2610.69 35979.2 179.194 5771.22 1061.57
internal_count=12913069 12522554 390515 12070756 451798 303959 281413 11989905 12357 291602 1942266 263725 147839 127607 1651066 80851 131936 109102 172121 2029 291200 22579 268621 4495 1650036 119481 1646627 8201 264126 48584
is_linear=0
shrinkage=1


Tree=2
num_leaves=31
num_cat=0
split_feature=65 375 4 394 538 544 89 497 4 128 429 684 48 104 538 532 397 615 104 4 544 390 620 444 685 269 735 544 494 619
split_gain=126852 80395.9 77526.9 54995.8 43569.7 39218.3 29600.3 27383.6 26707 26694.2 38592.6 24941.1 24864.5 38437.1 25460.5 20772 20545.6 19061.1 18442.2 17353.2 17154.1 16759.3 16622.4 15162.1 15081.8 14896.8 14683.8 14357.4 14065.5 13888.9
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 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 4 3 20 8 7 -4 9 16 12 -11 -7 14 25 19 -12 18 29 -1 21 24 -3 -10 -19 -2 -14 -24 -18 -8 -15
right_child=2 5 6 -5 -6 11 28 -9 22 10 15 -13 13 17 -16 -17 27 23 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5891743523791959 -3.4133331411160506 -3.4850678480689847 -2.9715547278146843 -2.4442295389397786 -3.0027766041253732 -3.218857253470639 -2.3691190360167078 -0.95347975521083805 -3.4391322364412851 -3.4020327345181616 -1.2292984361224399 -2.371135294555708 -3.4737759338326826 -2.8716757476314254 -2.6518035394895949 -3.5636946655470809 -3.5316018412387562 -0.65805044667712087 -1.3848261353342903 -2.9754652452614438 -2.6100899721271507 -2.7425271957457733 -3.4030399803246363 -3.2766542801344753 -2.9989533265352115 -0.22451810253275672 -0.87342616907032289 -3.0758894444029128 -1.1879761589473365 -0.83580155346335783
leaf_weight=204208.02882862464 19659.974822569638 49347.295154761523 1272.6179730780423 641.59009642526507 1381.6937576495111 1045.5734178051353 517.40486939996481 44.062012184411287 13771.695588804781 375.40489022433758 174.00321728736162 519.50580139830709 1041.9471516162157 421.07857627049088 379.86577323451638 48.810694098472595 73464.785740334541 90.973233517259359 37.960675422102213 689.82519271597266 282.38828448951244 305.84389515593648 44.205911636352539 29.211588744074106 919.40237834304571 14.303605522960423 47.717058263719082 697.91234191507101 125.22130307927728 36.406561341136694
leaf_count=7095511 683115 1714645 44219 22293 48009 36330 17978 1531 478518 13044 6046 18051 36204 14631 13199 1696 2552643 3161 1319 23969 9812 10627 1536 1015 31946 497 1658 24250 4351 1265
internal_value=-3.52714 -3.54229 -3.30185 -3.35615 -3.563 -3.43082 -2.69219 -3.44539 -3.56565 -3.44746 -2.78324 -2.93747 -3.45505 -3.07109 -3.46742 -1.74068 -3.5724 -2.41524 -3.58876 -3.47357 -3.3842 -3.48049 -3.43019 -1.29452 -3.39482 -3.42977 -2.08992 -3.52731 -2.13896 -2.70966
internal_weight=0 348218 23418.6 21503.4 293654 54564.1 1915.24 52999 292272 52955 598.219 1565.08 52356.8 1633.92 50722.8 222.814 278409 577.67 204246 50343 20861.8 49653.1 13863.6 120.185 20579.4 1056.25 91.923 74162.7 642.626 457.485
internal_count=12913069 12099355 813714 747166 10203444 1895911 66548 1841530 10155435 1839999 20786 54381 1819213 56773 1762440 7742 9673723 20072 7096830 1749241 724873 1725272 481712 4176 715061 36701 3194 2576893 22329 15896
is_linear=0
shrinkage=1


Tree=3
num_leaves=31
num_cat=0
split_feature=316 590 494 255 676 156 226 629 278 694 311 593 353 494 244 694 494 629 311 162 137 48 13 337 315 164 477 71 441 590
split_gain=240787 115954 73546.8 50053.4 49022.2 101492 47924.2 45137.2 42569.2 38306.8 27968.2 27889.1 26795.6 25935.9 22793.6 21486.7 19610 19041.5 18181.3 16953.1 16777.7 16316.5 14206.4 14122.2 12690.7 12550.7 12302.6 11649.3 11514.6 11451.8
threshold=3.5000000000000004 3.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 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 4 7 8 11 10 27 9 23 15 13 -7 -6 -5 -2 18 -15 28 -10 -9 25 -11 24 -1 -13 -17 -3 -8 -23
right_child=6 3 -4 14 5 12 16 20 19 22 -12 21 -14 17 -16 26 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.3964312409759883 -4.1525821428741878 -3.7337677175652555 -2.7456046448266078 -4.4236559518126892 -4.6887398218555827 -4.078964740921343 -1.6706342398988854 -1.8705015175768236 -2.8880340457404303 -2.0061249617356909 3.2165391993802457 -3.3881164329513318 14.805400739122149 -4.3162941514604665 14.482416596113168 -2.1438829440878204 11.566681851874051 4.4306178640044438 3.8785140339286626 13.149467231605389 4.3676327167803537 -5.4508472308582805 5.9861491003903646 -4.0618849804672292 -3.8042693077857681 7.0711035994117841 10.990220200415312 6.3510051873404754 -4.4382994668231461 14.451928275790475
leaf_weight=60136.737298369408 438.81640248931944 190.43964260257781 105.8315469417721 0.87617568671703283 179.23983165062964 0.94760305248200793 107.32199797406793 7.6808227319270399 58.451394317671657 16.866381969302896 5.5380017589777699 4.5570659358054391 3.6285101808607578 4.495162218809126 2.342817597091198 48.594417842105031 1.104743257164954 5.5760963540524244 5.3808615542948237 0.66665541380643745 9.8284055292606336 0.36666047759354103 2.5618615187704554 79.555799989029765 50.103916171938181 1.5333074517548082 0.72379730641841789 1.1523615010082711 17.480657314881682 1.3666435983031986
leaf_count=12628928 92153 39993 22225 184 37641 199 22538 1613 12275 3542 1163 957 762 944 492 10205 232 1171 1130 140 2064 77 538 16707 10522 322 152 242 3671 287
internal_value=-5.35126 -5.37131 -5.37948 -3.03845 -5.38408 -3.82773 -3.3984 -3.22896 -5.38928 -5.39191 -3.84999 -4.16949 10.8949 -4.41129 9.33639 -3.93016 -1.70032 0.526559 -1.81291 -2.70718 1.63113 1.68135 -0.952242 -5.39335 -5.39511 -0.754912 -1.95113 -3.67311 -2.05829 10.2417
internal_weight=0 60864.8 60652.5 212.32 60546.7 201.711 624.961 209.101 60344.9 60285.8 493.673 197.135 4.57611 189.311 3.21899 488.135 131.288 10.0713 130.184 59.118 17.5092 7.82368 19.4282 60266.4 60186.8 6.09037 49.3182 191.592 124.803 1.7333
internal_count=12913069 12781825 12737237 44588 12715012 42360 131244 43912 12672652 12660237 103673 41399 961 39756 676 102510 27571 2115 27339 12415 3677 1643 4080 12656157 12639450 1279 10357 40235 26209 364
is_linear=0
shrinkage=1


Tree=4
num_leaves=31
num_cat=0
split_feature=608 22 125 301 88 311 684 114 629 375 391 355 88 583 422 13 311 629 104 572 390 13 22 273 13 256 336 272 231 164
split_gain=389281 141461 127749 70767.9 60309.9 49688.3 52109.5 41262.6 36912.3 31758 29519.8 28349.6 27275.3 23023.4 20932.2 21896.4 19336.5 18786.8 18278.6 17201.8 67745.2 16830.2 16405.1 15203.1 55767.7 20942 20325.4 18557.4 14205.3 13600.6
threshold=1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 8.5000000000000018 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 9 10 11 -4 23 21 17 -6 28 15 18 -17 29 -8 -11 -21 -7 -3 -1 25 26 -25 -26 -10 -2
right_child=3 22 8 -5 12 6 14 -9 13 19 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-4.0284435566091892 -0.43326326652164937 -1.9419120162888457 -3.5594853139638367 1.1865946815924433 -3.0922365151740272 -3.917112201157011 -3.3935091090158904 0.15005928665758894 -2.4172088534464233 -3.9303285023079493 -1.0238347439363857 -3.5140082572223381 -0.034667102936106531 0.5532654394063572 0.11432457564446441 -3.4146627998516288 -0.15049308707684839 -2.4825797507429934 0.30034425821989341 -3.8539359658985917 0.44987525971792852 -3.0387721073008178 0.019252961377888234 -3.8903127795735704 -3.1325697340945906 1.1888705870271306 0.11627706224802914 0.87145429181849732 -3.5807951285947346 -3.9677219334988196
leaf_weight=185504.63482167572 109.63537102565169 111.13014716655016 687.70774897187948 91.439700964838266 472.60761689394712 7050.2869817987084 1388.3333164453506 84.537895079702139 556.61034520715475 37991.304213181138 36.114529725164175 126.94524781778455 31.095034535974264 23.39970551431179 18.509388510137796 32.442178465425968 41.189386993646622 140.10296866297722 13.526801373809574 210.35744728520513 44.27120940759778 225.12066842988133 69.221053142100573 3024.3381216190755 17.771227452903986 8.1935877352952939 12.714824210852383 33.198793549090624 129.2889091745019 12.087387312203644
leaf_count=10052258 5941 6022 37266 4955 25610 382046 75232 4581 30162 2058700 1957 6879 1685 1268 1003 1758 2232 7592 733 11399 2399 12199 3751 163885 963 444 689 1799 7006 655
internal_value=-3.98255 -3.98878 -3.9909 -1.36021 -3.99654 -3.99888 -3.76581 -1.85223 -3.03745 -4.00793 -3.87578 -2.28763 -2.90348 -2.53131 -3.22766 -3.26958 -1.58869 -1.69302 -3.35787 -3.92484 -3.10565 -3.88993 -1.18919 -4.02478 -3.80501 -3.85992 -3.87354 -0.52459 -2.63654 -0.784244
internal_weight=0 237733 237553 564.749 236156 235652 8805.52 473.309 1397.01 226847 7311.52 388.771 503.703 709.299 1494 1475.49 73.6316 261.826 1401.86 38245.9 254.629 7275.41 180.351 188601 3096.22 3045.25 3037.05 50.97 685.899 121.723
internal_count=12913069 12882466 12872693 30603 12796991 12769696 477160 25648 75702 12292536 396202 21067 27295 38436 80958 79955 3990 14188 75965 2072498 13798 394245 9773 10220038 167780 165018 164574 2762 37168 6596
is_linear=0
shrinkage=1


Tree=5
num_leaves=31
num_cat=0
split_feature=85 375 100 65 508 137 462 679 85 65 724 508 497 508 462 301 8 397 679 562 462 395 698 378 301 378 650 391 375 326
split_gain=153305 153763 85592.8 58014.8 53673.7 47350.1 33350.5 31790.5 26606.6 25196.7 24084.7 23830.5 21846.6 25966.7 15708.9 25643.2 32205.7 20116.5 15224.8 14646.7 14637.7 14582.4 12187.7 12156.6 12812.8 12125.6 10759.8 9197.17 9104.17 10068.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 41.000000000000007 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 17.500000000000004 35.500000000000007 1.5000000000000002 30.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 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 7 9 23 14 21 10 11 18 19 -14 15 -3 -17 -16 -1 26 25 -2 -19 24 27 -11 -7 -5 -9 -30
right_child=8 3 -4 6 -6 12 -8 28 -10 20 -12 -13 13 -15 17 16 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.3659260923837619 -2.9433616700783998 -3.2855969327931156 -2.1878136265205943 -3.0899711394002134 -0.63202225529042622 -3.2666859026423256 -2.2648689220913711 -3.1270731612277949 -2.2992540074411201 -3.2389423779543289 -1.1643102076242267 -0.94411181508725228 -3.2486262842694367 -0.60474197861183576 -3.2424092566435618 -3.0697943839787212 -0.62673951403186834 -2.7699837333487696 -3.2476035489006918 -2.3605983419810523 -2.5882473658511258 -2.327464130178349 -3.2238223674284963 -1.7908548804981126 -2.7976157011610527 -2.1546744554693413 -2.8473332440469274 -2.181693451573544 -2.9429722649781223 -1.0185855316850261
leaf_weight=297284.28777147457 4880.1510545685887 45371.131315674633 644.98073770478368 8911.4856416918337 79.99429477751255 54916.511141739786 618.92199016362429 9600.3135195821524 873.77012446150184 10499.750262688845 49.907314032316208 40.781405180692673 81.954939257353544 67.945243246853352 5348.6381410062313 161.80664170905948 80.95679297670722 1912.8047545328736 11287.60851085186 180.84271720424294 369.77754889801145 417.29644147306681 856.76598960906267 79.99429477751255 1978.5398167297244 104.16369400173426 618.74374975636601 112.89747395738959 2865.9631563872099 27.449022717773914
leaf_count=8339419 136898 1272751 18093 249985 2244 1540518 17362 269308 24511 294539 1400 1144 2299 1906 150040 4539 2271 53658 316640 5073 10373 11706 24034 2244 55502 2922 17357 3167 80396 770
internal_value=-3.30558 -3.31231 -3.33881 -3.18454 -3.22077 -3.34078 -2.97926 -3.22389 -2.81052 -3.35563 -3.36092 -3.36128 -3.25584 -2.05023 -3.2573 -3.28011 -2.25508 -3.12914 -3.3616 -3.25909 -3.20672 -2.89485 -2.91038 -3.01915 -3.02808 -3.22829 -3.26201 -3.07861 -3.08021 -2.92472
internal_weight=0 454155 376147 78007.7 66305.8 375502 11701.8 66225.8 6171.22 319636 308663 308613 55866 149.9 53732.1 45613.9 242.763 8118.21 308572 55716.1 10973.7 5297.45 2769.57 11082.9 11002.9 10603.9 55535.3 9024.38 12493.7 2893.41
internal_count=12913069 12739954 10551683 2188271 1860011 10533590 328260 1857767 173115 8966437 8658603 8657203 1567153 4205 1507293 1279561 6810 227732 8656059 1562948 307834 148604 77692 310898 308654 297461 1557875 253152 350474 81166
is_linear=0
shrinkage=1


Tree=6
num_leaves=31
num_cat=0
split_feature=556 590 538 556 556 390 241 538 575 679 556 73 289 73 694 36 241 338 126 590 538 65 382 177 27 65 453 241 530 679
split_gain=484454 358832 132957 100590 77507.5 46540.5 46205.8 39840.6 37079.1 33686 20883 17766.8 17036.3 16372.1 14237.6 13809 13699.8 17713.6 12990.7 12433.6 22009 12009.6 11562.1 26506.7 9125.66 8662.94 8563.91 7812.27 7573.7 7300.8
threshold=1.5000000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 5.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 6 9 -3 -4 11 25 16 26 15 -9 28 19 -18 -6 22 -21 -5 24 -24 -1 -2 -7 -8 -11 -23
right_child=3 7 8 21 18 12 27 14 -10 13 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5657216739307183 -3.0881101366199073 -2.5379316232975828 -3.0411271512343605 -2.2500231137533699 -3.304790093415432 -3.1961087427539208 -2.7734410538314234 -1.2593146508479385 -2.1777907739834896 -3.4757653300877265 -2.5108208248768982 -2.726572640756685 -2.2481395184864836 -2.2633393703130933 -2.1939471360445717 -2.9796226502936123 -3.2606898071688755 -1.1508949664286132 -2.6566284224828873 -3.3538610317619444 -1.721324212096855 -1.5574615444511073 -3.3361507537585258 -1.0473178537312204 -3.5080533634493922 -2.7569112670342077 -1.8996499736380279 -1.8050173899022108 -2.7678280246850595 -2.3250486872818614
leaf_weight=275558.21322344616 2649.480118131265 718.8168040253222 2201.6372119039297 740.05871317721903 12263.162753051147 1092.9447032511234 212.80103456042707 591.21844794414937 642.69261783920228 44703.494979348034 1202.2391735762358 257.87031345255673 266.56686270423234 113.26080190949142 225.0232118871063 573.67844827100635 815.06645047292113 41.837453156709671 317.21838604845107 789.65254809893668 92.22455439530313 683.17858023382723 486.6248150523752 56.46880966797471 30475.117757055908 1125.1160594355315 53.442645570263267 136.8825100120157 151.63138745911419 151.36696535348892
leaf_count=9379034 90179 24466 74936 25189 417395 37200 7243 20123 21875 1521550 40920 8777 9073 3855 7659 19526 27742 1424 10797 26877 3139 23253 16563 1922 1037266 38295 1819 4659 5161 5152
internal_value=-3.50584 -3.52082 -3.52713 -2.65338 -3.53239 -3.54101 -3.54329 -1.99506 -2.84605 -3.54443 -2.87378 -3.55628 -2.96823 -3.46414 -1.51698 -3.46714 -3.55697 -3.15768 -3.28845 -3.55808 -3.18313 -1.95675 -3.55916 -3.09817 -3.55998 -2.98939 -3.13567 -2.39435 -3.47337 -1.69668
internal_weight=0 372838 371302 6551.44 368458 355878 354465 1535.06 2844.33 354115 4976.84 308573 1412.95 45542.1 816.242 45428.8 308315 856.904 12580.4 307458 881.877 1574.6 306576 543.094 306033 3774.6 1146.39 349.684 44855.1 834.546
internal_count=12913069 12690081 12637833 222988 12541022 12112830 12064738 52248 96811 12052836 169394 10502744 48092 1550092 27782 1546237 10493967 29166 428192 10464801 30016 53594 10434785 18485 10416300 128474 39019 11902 1526711 28405
is_linear=0
shrinkage=1


Tree=7
num_leaves=31
num_cat=0
split_feature=70 27 83 164 273 629 633 403 231 27 634 397 316 87 214 679 646 481 70 618 732 497 199 315 620 315 633 618 550 315
split_gain=139818 113227 47456.5 311707 277972 70519 34522 26401.7 23048.4 29188 24035.9 37000.5 22496.2 44182 18125.4 16865.9 25056.7 18673.9 16741.8 16351.3 13215.1 10948.8 10380.2 10108.8 10107.5 9900.46 8876.45 8810.78 8780.63 8713.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 24.000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 19 8 12 9 29 20 -12 15 -14 -7 16 25 26 22 27 23 -22 -2 24 -11 -1 -17 -6 -13 -3
right_child=18 6 3 4 5 14 -8 -9 -10 10 11 28 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1933328944930928 -3.3502601090213679 -4.0142882595507432 -4.1618195908992446 -4.163979771761241 -4.189433543729649 -4.2161993591311973 -0.066473855228329271 -3.647399998058968 -4.1415776441522851 -3.8466554175332357 -3.6364119206858545 -1.9321616563676445 -3.6955828362337551 1.803178251244236 -0.70711354216050237 -4.0922611553959305 0.60253327937819012 1.0417188820074239 -1.9850627705987378 -4.2327144367193856 -3.0143948030245507 0.8203083084541678 -2.5472571497694294 -2.6066688960235975 -2.2591365334789124 -3.4982064892471625 0.23189848443669181 2.0245170145046911 0.22462036727293011 -3.0095863927682793
leaf_weight=151177.41706122085 512.43443787656724 14895.192285429686 3125.7560580745339 196.40744056925178 2.3104883078485718 24.22029122710228 22.754326231777668 938.98244830965996 5846.1568605396897 9161.2932878471911 267.98477490618825 85.153444945812225 551.07536302506924 15.010206799954174 37.52551699988544 17755.369663318619 10.899131052196024 7.0908089447766534 165.01666838675737 4.3819605838507405 104.81649716570973 8.0150042679160816 234.7137432731688 66.972292123362422 40.282168567180634 205.17136173695326 4.7484518326818934 183.80332848988473 24.252160031348467 86.826557168737054
leaf_count=9487486 32159 934782 196164 12326 145 1520 1428 58928 366889 574938 16818 5344 34584 942 2355 1114279 684 445 10356 275 6578 503 14730 4203 2528 12876 298 11535 1522 5449
internal_value=-4.13198 -4.13748 -4.16864 -3.80803 -1.34315 0.853283 -3.9601 -4.1762 -3.963 -3.9208 -3.78622 -3.00375 -4.17912 -3.54978 -2.08358 -4.18123 -4.19205 -4.08906 -2.89666 1.80521 -3.8177 -2.742 -3.098 -3.8308 -3.83971 -4.19239 -4.09111 1.94737 -1.45406 -4.00847
internal_weight=0 204850 174240 3574.41 448.649 252.242 30609.7 170666 30586.9 24740.8 9758.77 377.39 169727 566.086 61.7458 169161 151393 17767.2 912.165 190.496 9381.38 112.832 747.148 9268.55 9201.58 151383 17760.1 186.114 109.406 14982
internal_count=12913069 12855824 10934842 224320 28156 15830 1920982 10710522 1919554 1552665 612434 23684 10651594 35526 3875 10616068 9501046 1115022 57245 11955 588750 7081 46889 581669 577466 9500362 1114577 11680 6866 940231
is_linear=0
shrinkage=1


Tree=8
num_leaves=31
num_cat=0
split_feature=4 697 199 729 4 279 388 222 27 316 703 697 255 266 357 89 48 129 229 622 743 89 107 89 697 4 266 42 47 262
split_gain=1.81401e+06 211557 219238 210191 132517 126722 75013.4 68117.8 61656.9 52776.9 51542.4 56076.6 51329.2 40554.8 40133.5 37983.7 33102 41439.7 64729.4 48015.5 66362.3 33068.2 31776 28744.8 23758.7 21306.7 19588.8 19496 19305.7 18520.3
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 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=3 2 8 4 6 13 9 12 15 14 -11 -12 23 21 16 26 24 19 -19 -18 -21 25 -10 -6 27 -4 -2 29 -7 -1
right_child=1 -3 5 -5 7 28 -8 -9 22 10 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8281382454858921 -3.2307261053681362 0.07617631808048575 -3.0663671692987089 -2.0151175881330561 -3.5631320823485759 -1.1944176597118403 -2.7240151266020867 -0.40900647059555029 -2.2296215526763117 -3.4584189308598425 -3.247828943604381 0.47933539821491866 -2.7629537314856529 -1.1819374343995079 -2.7728733558568872 -2.2510608535631813 -3.7439513748241486 -3.3450049000872371 -0.08029763899277631 -3.3729069165059582 0.44311453344425811 -1.1916376814785763 -3.2311429511472061 -2.360691405088128 -0.065480564675127084 -2.2393817053548162 -2.2007294235303041 -3.1377924673540338 -0.16789141432828281 -3.1546835800440465
leaf_weight=273364.62785051577 3067.4119599368423 340.69551532901824 491.02744027599692 658.69028773717582 6535.9241531677544 318.45570119842887 628.98342720419168 75.523182285949588 1976.3013276066631 1862.8206594418734 91.770922143012285 72.066216358914971 1012.5222735889256 360.44631399214268 364.82513749971986 523.38464135304093 2251.2683974429965 195.9177823048085 88.014352502301335 143.99415408074856 66.67334951274097 209.76869245246053 377.27021483704448 205.04417235217988 16.800854405388236 852.32647253014147 196.47089685313404 410.89497008733451 431.38325481489301 408.95906916819513
leaf_count=11861469 133097 14783 21306 28581 283598 13818 27292 3277 85753 80829 3982 3127 43934 15640 15830 22710 97684 8501 3819 6248 2893 9102 16370 8897 729 36983 8525 17829 18718 17745
internal_value=-3.75547 -2.36886 -2.46348 -3.79943 -3.80351 -1.70576 -3.81486 -3.39773 -2.79212 -3.81731 -3.30886 -1.60838 -3.42684 -2.13755 -3.82103 -3.04191 -3.82241 -3.47693 -2.333 -3.60886 -2.16519 -2.35933 -2.39016 -3.52656 -3.82587 -2.54166 -3.16872 -3.8261 -0.603856 -3.82713
internal_weight=0 9144.94 8804.25 288455 287797 2663.41 279968 7829.01 6140.84 279339 2026.66 163.837 7753.49 1913.57 277312 3787.27 276947 2745.87 283.932 2461.94 210.668 1553.12 2353.57 6740.97 274201 1343.35 3263.88 274184 749.839 273774
internal_count=12913069 396805 382022 12516264 12487683 115567 12147977 339706 266455 12120685 87938 7109 336429 83031 12032747 164332 12016917 119145 12320 106825 9141 67391 102123 292495 11897772 58289 141622 11897043 32536 11879214
is_linear=0
shrinkage=1


Tree=9
num_leaves=31
num_cat=0
split_feature=361 231 674 121 655 385 36 297 36 9 659 362 659 432 659 385 328 385 659 125 9 655 328 657 27 27 297 657 659 475
split_gain=1.53687e+06 746220 357802 280865 191797 116042 104178 85937.8 79101.5 78383.6 66418.2 64187.2 48404.2 45892.8 44112.4 40959.7 40481 35743.1 34871.5 33969.8 31453.5 26741.6 26076.6 23136 22370.2 21352.3 21003.8 18934.4 18599.1 15778.6
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 8 9 14 16 11 17 12 15 25 23 22 18 21 20 -10 26 -5 24 29 -1 -4 27 -3 -2 -6
right_child=28 3 13 10 7 -7 -8 -9 19 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8346394876910495 -1.7523076914873408 -2.6991541567118431 -1.8052960301637402 -2.4115408967521432 -2.6933327283898767 -1.8299889706720291 -2.3893425247427222 -2.0826776751114968 -2.161089970996819 -1.7405400790003835 -1.7297334311674815 -1.9510472109548829 -1.922185854969934 -2.4787585680205688 -1.6427284988302835 -2.0524660496133298 -2.0100165575927065 -1.8170196969902981 -2.0363553730602773 -2.6771579822075062 -1.6791590587000333 -2.140064664430513 -2.5067943150884155 -2.0977192111987084 -2.7737406888500473 -2.2334173440021807 -2.4702496717660742 -2.2674158491669667 -1.4988185498881119 -2.0580748353875933
leaf_weight=575239.73242711276 8492.4935303553939 52434.078881688416 3396.1030647158623 8107.1385616064072 11957.364660687745 1957.6540015041828 5585.0788194537163 4077.4991173446178 5150.5347422584891 668.16212787479162 3038.9079541191459 840.8074384778738 592.86774320155382 2434.1961504071951 459.07820253819227 683.5110634341836 979.73343395441771 1792.6227298006415 888.60668268054724 1695.3322327509522 320.21263594180346 6568.1358418166637 2533.4203716218472 742.18750606477261 67384.606834217906 1773.2250592708588 4697.8015721365809 1035.8718636184931 4391.1250053495169 404.20877935737371
leaf_count=9519285 140537 867699 56200 134160 197875 32396 92424 67476 85233 11057 50289 13914 9811 40282 7597 11311 16213 29665 14705 28055 5299 108692 41924 12282 1115106 29344 77741 17142 72666 6689
internal_value=-2.74905 -2.76723 -2.80287 -2.4944 -2.8106 -2.58892 -2.81938 -2.48523 -2.61103 -2.82309 -2.15928 -2.82421 -2.82534 -2.12074 -2.60625 -2.82617 -2.64757 -2.23855 -2.65809 -2.28889 -2.66754 -2.29004 -2.82699 -2.64 -2.82825 -1.95215 -2.67298 -2.69079 -1.66591 -2.67256
internal_weight=0 767439 678772 88666.6 671169 69159.8 653528 17640.3 67202.2 647943 19506.8 647275 646434 7603.52 13562.8 645841 60356.3 16467.9 59376.6 6845.87 58488 14675.3 645158 13103.8 642624 5169.33 58167.8 53470 12883.6 12361.6
internal_count=12913069 12699866 11232577 1467289 11106751 1144483 10814832 291919 1112087 10722408 322806 10711351 10697437 125826 224443 10687626 998799 272517 982586 113288 967881 242852 10676315 216846 10634391 85544 962582 884841 213203 204564
is_linear=0
shrinkage=1


Tree=10
num_leaves=31
num_cat=0
split_feature=27 674 166 166 102 552 27 408 566 674 579 166 376 693 204 693 603 508 107 679 477 378 163 591 376 260 693 376 573 75
split_gain=239917 105801 47084.7 30087.3 29536.8 28381.2 26172.4 24933.6 27854 23966.1 19019.6 17637.1 15174.2 13584.8 11494.1 11035.9 11004.5 10665.6 10233.2 9875.03 9359.19 180691 18257.7 8782.75 8701.92 8436.09 8406.3 7816.42 7760.77 7438.95
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 15 7 -6 20 11 16 -4 17 24 13 25 -10 -3 -9 -5 -12 -7 27 -22 -23 -18 26 29 -2 -1 -14 -8
right_child=1 3 9 10 5 19 12 8 14 -11 18 -13 28 -15 -16 -17 23 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4027569205402797 -4.9027939961946609 -3.6727113847818611 -4.7804963459523657 -1.4866340473835846 -3.6595148663780837 7.7452156360968942 -5.223226123414257 -3.7212284183688009 -0.67201943753930848 -3.078890471129696 -1.9058346256984251 -3.67675503494752 -0.66842943453900805 -4.0235948989323305 12.222685216593039 -2.2419503855921961 -1.3264687357355287 4.5378269977633856 14.814446027868684 0.21193742682425665 -5.275814565643878 -5.4313377007917953 14.868813931279366 7.6543196370943321 10.711755327267319 -1.5136401657183622 -3.5371737997880444 -1.2816491212306946 15.165022369490483 -3.0398323713023236
leaf_weight=52713.745197635144 1240.7677553407848 164.44652918726206 585.08880699053407 88.675860911607742 11.570005286484959 3.9084575138986102 7119.2577891796827 99.935131687670946 1.2186619080603116 96.410237085074186 0.53893016651272674 142.59800892323256 0.77683627605438121 96.963732931762934 1.5973695926368234 80.203490275889635 6.9429742172360402 3.03937193006277 1.1409782804548738 3.1364764645695686 153.03189115598798 0.48552267253398795 5.0640014745295048 1.2914903089404104 0.35928677767515083 6.1515722610056391 46.775254271924496 4.6027549356222144 0.51465403288602829 15.638685282319782
leaf_count=10857113 255553 33870 120507 18264 2383 805 1466308 20583 251 19857 111 29370 160 19971 329 16519 1430 626 235 646 31519 100 1043 266 74 1267 9634 948 106 3221
internal_value=-5.33174 -4.22463 -5.36631 -2.62077 -4.57216 -0.612627 -5.37568 -4.61998 -3.17609 -4.53977 -1.09385 -4.732 -5.19735 -5.19929 6.64239 -3.20367 -3.4317 -1.28699 9.45043 4.39132 -5.40009 -4.63301 13.0928 0.0820747 -4.84884 -5.21525 -4.85318 -5.4024 5.64114 -5.21844
internal_weight=0 1898.15 60797.7 338.045 1560.1 18.6149 60116.2 1541.49 110.986 681.499 93.3951 1430.5 7239.3 7238.01 2.81603 244.65 108.17 91.7152 1.67991 7.04493 52876.9 158.581 5.54952 8.23446 1287.9 7141.05 1287.54 52718.3 1.29149 7134.9
internal_count=12913069 390949 12522120 69625 321324 3834 12381756 317490 22859 140364 19236 294631 1491033 1490767 580 50389 22279 18890 346 1451 10890723 32662 1143 1696 265261 1470796 265187 10858061 266 1469529
is_linear=0
shrinkage=1


Tree=11
num_leaves=31
num_cat=0
split_feature=36 613 371 34 645 613 34 280 371 283 36 231 103 68 43 183 398 36 280 544 424 27 283 372 36 15 343 618 283 344
split_gain=222674 257797 212414 135027 105870 33956.1 32975 41206.9 29241.8 29129.9 24934.8 22441 20165.8 26195.2 21392.7 21195.7 20988.1 19466.9 18220.1 16715.6 15367 40580.1 15329.6 14307.5 13560.6 11230.9 10984.5 10199.8 9932.48 9900.25
threshold=2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 6 8 -8 -1 19 -7 23 14 24 16 -15 20 -3 -11 -5 -2 -22 -10 -4 -14 -16 28 -26 -9 -19
right_child=1 17 11 9 -6 10 7 26 22 18 -12 -13 13 15 25 -17 -18 29 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-6.9598797673686725 -4.2818095372981926 12.877064987994949 31.01814860534698 6.31598285711262 46.997870016667804 -3.7991389126753572 -3.0530428129290663 12.45456467396405 0.20542568390464133 12.289334349219651 8.2703961159871113 4.2592562383006216 -3.2258777925201536 69.297702283776616 7.2276257982546914 1.9693754733943871 76.260010803962317 29.316637716511252 47.348553917173859 41.973143440076463 -3.9558780875620529 91.678821910304961 20.59361849206433 85.637165313533302 5.9672964559090458 39.392943054165691 70.017272648708882 -2.9410874582632376 40.682915110262954 -0.25419200239227369
leaf_weight=12957.729409606196 78.278976700268686 1.2626622086390846 1.4045343669131387 3.3714905041269954 0.41852286690845986 13.614660331513729 6.103542923461645 0.71442765416577447 1.9841834707185619 0.26955710072070349 1.9578357841819531 0.33745306218042959 7.4158603874966467 0.098297138232738557 0.54114094655960698 0.089176785200834274 0.032427921891211464 2.5111372014507656 0.32934608170762658 0.13680529547855247 0.1641663545742621 0.060802353546023369 0.45297753391787399 0.049655255395918974 4.1021321192383766 0.13579192291945219 0.041548274923115969 1.8716991166584191 0.15099251130595803 0.11856458941474546
leaf_count=12786738 77246 1246 1386 3327 413 13435 6023 705 1958 266 1932 333 7318 97 534 88 32 2478 325 135 162 60 447 49 4048 134 41 1847 149 117
internal_value=-6.90235 -2.1314 -6.93802 -6.94277 -3.18434 -6.94851 -6.95411 -0.0976505 -6.95782 11.186 -2.28171 27.4919 -3.41068 0.150144 -4.02101 37.2713 -4.17358 23.083 31.5689 7.70643 -4.20681 21.8913 3.99483 32.8832 -0.369602 13.6799 19.791 3.17615 17.3797 27.9834
internal_weight=0 97.1014 12988.6 12986.9 93.209 12982.7 12967.2 7.01051 12960.2 4.1072 15.5725 1.79164 92.7905 13.5772 79.2133 0.187474 78.5364 3.89236 0.598903 3.5083 78.5039 0.224969 2.43716 1.45419 13.3897 0.676933 0.906968 5.97383 0.86542 2.6297
internal_count=12913069 95820 12817249 12815481 91979 12811428 12796061 6918 12789143 4053 15367 1768 91566 13398 78168 185 77500 3841 591 3462 77468 222 2405 1435 13213 668 895 5895 854 2595
is_linear=0
shrinkage=1


Tree=12
num_leaves=31
num_cat=0
split_feature=231 183 95 211 211 211 95 231 502 125 183 121 490 36 411 20 713 231 551 679 231 95 413 121 24 413 121 502 714 657
split_gain=1.25405e+06 243892 104939 109544 101000 100652 95267.5 65038.1 73924.1 39042.2 35976.4 29980.4 26675.8 25096 18893 17539.7 17179.4 16537 15133.9 14489.6 14262.1 14083.4 13483.5 13423.3 13193.7 10839.1 10654.5 10507.7 10680.3 10416.8
threshold=2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 6 7 13 17 21 16 -7 25 -10 14 15 19 18 -1 24 29 -11 -9 23 -6 27 -5 -12 28 -2 -3
right_child=1 4 -4 11 22 10 -8 8 12 20 26 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6681711586550829 -3.9448910259594117 -1.7098957807484139 -0.97763957339490126 -0.99707810910771189 1.2898490840911023 -3.5074152098483493 0.84486864964522912 -4.2791243593611821 -4.1153761925986059 -3.4438319533470789 -0.031438804688303179 -2.9881865650346744 2.3626937823581988 -3.9011784179131213 -3.5714465270348983 3.3470939950351157 -1.534074688400715 -4.5070746823323038 -2.3903439369151793 -3.1339721565818297 -2.4827654339725544 -2.5640192749977988 -1.82284646562087 -0.73507519370852759 -3.1404587884646218 -2.6201947957342755 -2.4967175399281181 0.34381754937262343 -3.2263933487399492 -3.7336840620902314
leaf_weight=116322.65429610014 3452.8623327668756 350.76644410192966 164.27246015612036 200.81749626807868 112.19913031160831 331.32518510520458 89.339175347238779 3160.4196656551212 8.762982736341657 299.82581472862512 42.579240440391004 191.71470339037478 23.148278720676899 125.55469859484583 104.34230795223266 5.8591506192460647 33.116042867302895 6741.4316108236089 72.585505650378764 116.06060919072479 318.37121062539518 48.613444768823683 24.476627455092967 46.224476502276957 247.24791831057519 51.743816980160773 29.800319669768214 5.8385560652241102 220.07340427860618 27.421648680232465
leaf_count=11296448 335318 34064 15953 19502 10896 32176 8676 306918 851 29117 4135 18618 2248 12193 10133 569 3216 654681 7049 11271 30918 4721 2377 4489 24011 5025 2894 567 21372 2663
internal_value=-4.5744 -3.19283 -3.46532 -3.54554 -1.76318 -4.64266 -2.23748 -4.6477 -4.20552 -3.68887 -3.06619 -2.04533 0.583785 -2.6147 -2.34747 -2.0921 -3.80234 -4.65935 -3.82112 -2.15658 -2.94888 -4.25314 0.361532 0.699021 -3.84758 -1.32962 -1.04645 -3.8951 -3.90184 -1.85664
internal_weight=0 6260.71 5258.47 5094.2 1002.24 126709 819.344 126305 3240.94 4649.92 403.705 444.276 31.9113 730.005 604.45 500.108 4031.72 123064 3998.61 494.249 618.197 3209.03 182.9 158.424 3926.02 252.561 72.3796 3678.77 3672.94 378.188
internal_count=12913069 607997 510666 494713 97331 12305072 79569 12265867 314738 451568 39205 43145 3099 70893 58700 48567 391533 11951129 388317 47998 60035 311639 17762 15385 381268 24527 7029 357257 356690 36727
is_linear=0
shrinkage=1


Tree=13
num_leaves=31
num_cat=0
split_feature=231 399 411 399 231 413 594 413 411 242 667 214 159 214 392 609 397 736 644 413 399 578 441 535 231 736 183 644 183 736
split_gain=1.00216e+06 375542 104689 95241.2 88682.8 47473.9 44470.8 43798.8 38607.2 28730.4 34974.7 27967.8 342466 91358.2 46501.1 52966.5 27423.6 27406.8 21509.3 19904.6 19479.3 19194.8 19110.7 18337.4 17087.9 15478.6 14183.5 12688.6 12212.4 12071.4
threshold=2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 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 6 8 9 17 19 28 18 11 -11 -1 14 -14 -13 -16 20 24 29 21 27 23 -17 25 -6 -2 -7 -5 -4 -3
right_child=1 3 7 16 5 26 -8 -9 -10 10 -12 12 13 -15 15 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4190702018317438 -3.8417165806416964 -2.9492798617124922 -3.4765501910338568 -1.5162915314989931 -4.2512236508711307 -3.2752466592412528 -1.5089798812048532 0.60312537100364327 -0.39438961004812478 -4.4294059337224816 3.1944531602144144 -4.4187926952109935 2.9130063160863537 -4.2542643202899075 -4.1531661935828641 2.0680055754131379 -2.4038905267297759 -1.0640585957318356 -1.2986529565527216 -2.8220145785851871 -0.086869301646595787 -2.2358670597668167 -4.4369396115721003 -1.5831243873946419 -4.0048356877183613 -0.84439717784124024 -1.5103012955884525 -0.1260029859424483 -1.5207458639581786 0.38614421089203255
leaf_weight=144839.70423761755 5258.5331272259355 1013.3365595042706 63.515902202576399 408.98457371909171 8601.8455676101148 114.05767836049199 89.516259215772152 71.110194857232273 72.009004794061184 13.27372935693711 11.00716516841203 2231.7841518390924 85.660494849085808 22.444195958785713 46.868379024788737 28.501393359154463 164.03932658676058 28.462314666248858 89.698626449331641 219.45291312690824 184.59471905510873 77.961992346681654 5.366807159036397 36.512525404803455 4183.9472297076136 17.285808495245874 75.786611774936318 78.196464504115283 64.193266212940216 10.968086475506423
leaf_count=11119080 403688 77792 4876 31397 660348 8756 6872 5459 5528 1019 845 171330 6576 1723 3598 2188 12593 2185 6886 16847 14171 5985 412 2803 321194 1327 5818 6003 4928 842
internal_value=-4.33651 -3.23843 -3.6416 -2.06231 -4.39077 -4.14044 -3.72029 -1.38593 -2.63848 -4.41287 -0.973311 -4.41344 -4.07633 1.42497 -4.3335 -1.97585 -1.24473 -4.1637 -2.78353 -3.75557 -0.961673 -3.79358 1.03722 -3.81644 -4.1706 -3.8319 -2.57067 -1.29314 -2.49346 -2.91356
internal_weight=0 7919.91 5898.08 2021.83 160289 13004.1 5699.26 198.819 1186.01 147285 24.2809 147260 2420.63 108.105 2312.52 80.7366 835.815 12814.3 1114 5609.75 671.776 5390.29 33.8682 5312.33 12785.8 5275.82 189.844 487.181 127.709 1024.3
internal_count=12913069 607997 452785 155212 12305072 998301 437522 15263 91048 11306771 1864 11304907 185827 8299 177528 6198 64164 983727 85520 430650 51571 413803 2600 407818 981542 405015 14574 37400 9804 78634
is_linear=0
shrinkage=1


Tree=14
num_leaves=31
num_cat=0
split_feature=43 771 231 122 411 696 714 399 122 771 231 122 231 771 663 231 726 771 444 371 663 121 679 556 122 556 371 771 771 231
split_gain=237978 111149 109017 44689.8 42036.3 42491.5 43164.9 24483.8 24420.8 19494.2 16656.4 16413.6 12053.2 11510.2 11486.6 11284.4 11056.2 9891.42 9363.44 9058.18 9079.04 7817.01 7367.62 6976.42 6862.78 6466.86 6406.02 5838.07 5719.16 5470.9
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 10 5 8 -7 11 19 14 13 16 25 23 24 28 26 -10 -8 20 21 22 29 -2 -6 -3 -1 -13 -5 -4
right_child=1 12 4 15 9 6 18 -9 17 -11 -12 27 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.7806961458815271 -2.957552409928371 2.2618773460188368 -4.552598368117601 0.065301309829233212 -4.1157394887600685 -4.3279944241738217 5.1783771824804941 -4.207272480237668 -2.9515931056059328 -0.21961076246960598 -4.1149582383261265 -3.9247911667193867 -1.0052524679112707 -1.4984683688760296 -2.5423632825809701 -2.5911405776140222 -4.5836800886639431 1.9607992786284711 -4.6365794855123701 -2.1226652696164825 -3.0577354120313158 -4.6897938328737174 -4.6519100782567939 -4.4161252668697752 -2.0856364271074614 -1.6432000620054859 -1.8274852432243467 -2.1008242205156398 3.0770619592444994 -4.3554370951200916
leaf_weight=96614.79922830686 166.17602431029081 44.563205491751432 2658.2027666978538 17.288140386343002 1793.9647158309817 12.539237625896932 10.049176253378389 770.19376867264509 61.20215130597353 13.339614495635031 221.20638064295053 95.582784399390221 20.30289326235652 46.11949384957552 48.814095977693796 11.338672321289776 2941.8385431803763 4.3931797072291365 1.0760622359812249 15.260518983006476 40.063308868557215 3546.9679220840335 2589.5393243506551 40.854792661964893 16.807914264500141 4.6866512261331073 7.3456810489296904 21.494565490633249 9.9246731847524661 2990.9727899059653
leaf_count=10864047 18686 5011 298907 1944 201726 1410 1130 86606 6882 1500 24874 10748 2283 5186 5489 1275 330801 494 121 1716 4505 398846 291186 4594 1890 527 826 2417 1116 336326
internal_value=-4.72244 -2.70625 -4.73272 -3.21494 -4.46921 -4.53835 -0.305123 -4.76893 -4.54676 -4.02876 -3.48105 -4.77327 1.04505 -2.92713 -4.05609 0.0593409 -4.77466 -2.62259 4.22905 -4.55742 -4.56056 -4.56567 -4.51224 -3.24538 -4.0969 1.89027 -4.78047 -3.58992 1.16371 -4.44821
internal_weight=0 582.461 114254 512.908 13803.2 11930.3 23.6645 100451 11906.6 1872.93 474.357 99681.1 69.5527 253.15 1859.59 38.5515 99564 65.5953 11.1252 11841 11825.7 11785.7 8238.71 207.031 1810.77 49.2499 96622.1 117.077 27.2128 5649.18
internal_count=12913069 65496 12847573 57675 1552128 1341523 2661 11295445 1338862 210605 53340 11208839 7821 28466 209105 4335 11195674 7376 1251 1331486 1329770 1325265 926419 23280 203616 5538 10864873 13165 3060 635233
is_linear=0
shrinkage=1


Tree=15
num_leaves=31
num_cat=0
split_feature=55 54 603 603 183 91 443 91 507 573 370 55 736 518 166 100 444 443 443 183 698 443 231 231 603 370 507 578 725 13
split_gain=638044 233815 206322 154977 72226 68712.6 65565.4 49072.3 34009.9 32524.9 29071.7 24190.4 23415.7 22408.5 22040.1 19015.7 26896.1 18402.6 18115.6 17118.8 16270.7 15716.1 15220.2 15007.1 14602.4 13388.7 17671.6 13027.9 12910.1 11967.1
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 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 14 11 6 10 9 24 13 15 21 -12 18 -2 -1 -17 22 -4 -3 -13 -5 29 -9 -7 -10 -27 -21 -14 -6
right_child=3 19 7 4 17 8 -8 23 25 -11 12 20 28 -15 -16 16 -18 -19 -20 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.4995359300604987 -3.5470848048856354 0.55697661418185618 -4.2408421445352698 -1.4824511986148465 5.0585510617591778 -4.8087376974049976 1.4568389827028509 2.7870435811040393 -3.3168388187706688 -1.5576956435333833 -4.9717902305906891 4.2355067752193092 -2.7061146972791774 -0.31166516478825645 1.9792740060937666 -4.2786438511534772 3.702892292158741 7.3029947739151604 0.91997396569993484 5.929389489076704 -4.3572396876473141 1.5222917334513317 -1.1320764799195393 -3.0083164752045866 -3.1503805005808831 -1.4305914821039343 4.8977418802869108 -4.4200999543223407 11.909485319400343 -0.074475675385175855
leaf_weight=54951.884066233411 168.00213160179555 30.457946757785976 547.98698120936751 90.570340300910175 22.294916817918423 223.92926155216992 13.588862171396611 14.842675315216185 17.601947198621929 56.536377182230353 579.78703781124204 15.641760452650489 39.883619511500001 15.416603866964577 7.5405382029712191 39.737929956056178 4.7238734643906346 13.460831956006585 6.8871426209807387 11.853832011111079 2.5650191428139797 21.548809700645506 7.2359145870432249 6.3926810994744292 69.599873987026513 15.209106621332468 6.2160876989364615 1.3553543491289008 0.6136620668694367 5.7039668373763552
leaf_count=12447098 38054 6899 124124 20515 5050 50722 3078 3362 3987 12806 131327 3543 9034 3492 1708 9001 1070 3049 1560 2685 581 4881 1639 1448 15765 3445 1408 307 139 1292
internal_value=-5.42727 -5.45373 -5.45938 -1.19841 0.871849 -5.47992 -5.48849 -3.68533 -4.04677 -3.8455 -5.49019 -0.35594 -4.80941 -4.0723 -3.3097 -5.49786 -3.43064 4.15783 -4.17679 1.86089 3.02494 -0.904953 2.95627 1.04241 -4.41552 -1.27337 0.405447 4.86746 -2.48464 4.01284
internal_weight=0 56654.5 56610.8 354.564 179.022 55962.8 55630.2 648.062 332.556 626.827 55616.6 130.326 620.284 570.291 175.543 54996.3 44.4618 48.6956 554.874 43.6671 18.2068 112.119 35.2348 21.2354 293.529 39.0271 21.4252 13.2092 40.4973 27.9989
internal_count=12913069 12832757 12822866 80312 40550 12676074 12600747 146792 75327 141982 12597669 29520 140500 129176 39762 12457169 10071 11030 125684 9891 4124 25396 7981 4810 66487 8840 4853 2992 9173 6342
is_linear=0
shrinkage=1


Tree=16
num_leaves=31
num_cat=0
split_feature=91 238 454 91 518 238 301 592 630 723 199 356 286 723 301 231 91 199 237 199 121 616 310 736 129 231 408 370 630 503
split_gain=381651 98221.4 78428.3 70732.5 49554 48540.3 40403.1 39088.7 35389 53788.6 32816 21768.6 21113.7 21464 20037.5 26727.9 23348.2 18955.5 17875 33270.4 17852.9 16420.3 16085.8 15201.6 13537.3 12826.4 11939.8 11909.4 11471 41471.2
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 18 8 12 -7 14 22 20 17 13 27 15 16 -2 25 28 -20 21 -4 -10 -18 -13 -3 -15 -5 -1 -30
right_child=2 11 10 6 -6 7 -8 -9 9 -11 -12 24 -14 26 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.3805331583690661 -3.119062842018864 -3.7221311556745236 0.69376573558998444 -0.48693948358416961 1.2653449962402297 4.7486209110780928 -3.9670559541845849 46.515196526964615 0.43503606769214009 39.293514461060312 36.297549795265276 2.8417977408329245 11.29301474545484 1.1671621792481233 -5.5235302689735031 -5.4366274590703654 -0.5616525998837707 23.02038647663576 -3.9646760485497992 23.534906254434812 26.952203719740798 21.315652273084645 31.122961534101432 6.6345684707093282 17.272096290116249 1.2688632831726725 33.452197483593018 4.2255614391495948 -5.0284057647654627 18.78164832803348
leaf_weight=22965.053541930858 74.864795342087746 11.099225002806643 1.7699641040526333 9.5653762731235563 8.4911414401140046 4.3942693336866787 9.3166440466884506 0.23611537436954666 3.994134882465004 0.41996093303896476 0.51729093468748022 1.6726341024041169 3.2227044990286222 0.1712287066038688 45.480146881425753 35.815638199215755 20.619541089981798 0.32263093139044841 18.615264018997554 0.45060185948386688 0.45240426692180324 0.49385963799431909 0.17843833635561157 3.4227717246394596 1.063420388381928 9.605029236758126 0.34606222808361053 12.205903169699011 30.001071804435927 0.74980149418115516
leaf_count=12741322 41536 6158 982 5307 4711 2438 5169 131 2216 233 287 928 1788 95 25233 19871 11440 179 10328 250 251 274 99 1899 590 5329 192 6772 16645 416
internal_value=-6.32573 -6.36596 -2.24984 -2.4728 -6.37259 -3.23433 1.66906 6.87841 -3.48772 5.18077 13.213 0.0598652 3.72735 2.63343 -3.70864 -3.09596 -2.24838 -1.03193 -6.37541 -3.31475 8.8167 5.19249 1.74739 0.462834 8.45041 -1.40673 22.7655 2.15509 -6.37795 -4.44784
internal_weight=0 23047.1 227.487 224.254 23023.4 189.426 34.8279 4.63038 184.795 4.59253 3.23352 23.7629 25.5113 22.2886 180.203 134.723 98.9071 21.0269 23014.9 19.0659 2.71623 2.26382 4.17257 24.0423 2.73605 20.7043 0.517291 21.7713 22995.8 30.7509
internal_count=12913069 12786856 126213 124419 12773672 105096 19323 2569 102527 2548 1794 13184 14154 12366 99979 74746 54875 11666 12768961 10578 1507 1256 2315 13339 1518 11487 287 12079 12758383 17061
is_linear=0
shrinkage=1


Tree=17
num_leaves=31
num_cat=0
split_feature=566 51 652 724 566 651 84 676 204 727 35 357 538 618 111 338 48 698 717 393 634 618 652 566 567 652 544 427 679 93
split_gain=1.06198e+06 276382 156835 107558 83501.5 135410 136896 59938.1 45237.2 32297.6 27926.5 26528.2 146142 108481 57238 70580.8 53930.6 25661 24666 23778.5 21333.7 21104.8 20785.2 23398.4 18358.9 17436.6 17226.9 17404.5 17014.1 15891.6
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 2.5000000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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 4 3 7 8 24 -7 17 10 18 11 19 -13 -14 15 16 -15 -2 28 -1 -10 -18 23 -4 -6 -26 27 -5 -3 -8
right_child=2 9 22 26 5 6 29 -9 20 -11 -12 12 13 14 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.650638875606913 5.5548738992917155 13.833569171515784 -3.231566253505195 16.864710601308126 -4.6032729121379772 -4.2264760168589124 -1.3531639231294585 18.356676302977444 -0.25168108674167655 0.2069233784138218 13.551030530384264 -5.5559576009672922 -4.7680894596533117 -5.6230719544451206 -5.6299247069309661 -4.4934104341477914 20.274708536728333 -3.8004654226887009 -4.3913815576061861 -3.6809530258577041 14.054733711485184 9.0329086258311939 -3.8264850998650353 9.9662843894376358 6.2767467303133291 -2.9216169803318195 2.0715386796160553 -3.785656075776286 1.9736433529032178 17.511098423038682
leaf_weight=46840.66286005266 9.4899960434995609 8.6730983615852839 2.421255291439592 22.122472358867533 316.35650633880869 6.6750107882544381 0.48204322671517719 2.958494307473301 6.1561703686602405 3.9888157080858937 0.75802217330783506 171.15478323819116 11.683108739089223 1.1554318564012636 2.5095685543492428 2.3844580985605708 6.4615870695561153 4.2427163389511398 0.98616476915776807 61.370358283631504 1.2547842771746216 2.2519882041960955 8.4964718357659859 3.0173698160797358 2.9032985181547684 7.1018582256510854 0.86105431336909433 0.4158082795329382 1.4056527679786093 6.0678571057505906
leaf_count=12729412 2579 2357 658 6012 85973 1814 131 804 1673 1084 206 46513 3175 314 682 648 1756 1153 268 16678 341 612 2309 820 789 1930 234 113 382 1649
internal_value=-5.61014 -5.62609 8.4022 11.5787 -5.63039 -4.06792 5.85189 5.44595 -5.64165 7.92155 -5.64288 -5.64319 -4.48695 2.43145 8.129 10.9469 14.6774 2.66455 10.7026 -5.64806 2.17061 17.3693 -0.736565 4.09065 -4.46989 -0.252434 15.9534 16.4837 12.1795 16.1228
internal_weight=0 47462.4 54.0256 40.0905 47447.4 339.587 13.2249 16.6912 47107.8 15.0537 47100.4 47099.6 197.601 26.4461 14.763 12.2535 9.86901 13.7327 11.0649 46902 7.41095 8.71358 13.9351 5.43863 326.362 10.0052 23.3993 22.5383 10.0788 6.5499
internal_count=12913069 12898387 14682 10895 12894296 92286 3594 4536 12802010 4091 12799996 12799790 53700 7187 4012 3330 2682 3732 3007 12746090 2014 2368 3787 1478 88692 2719 6359 6125 2739 1780
is_linear=0
shrinkage=1


Tree=18
num_leaves=31
num_cat=0
split_feature=603 370 370 578 91 523 579 523 679 478 107 272 231 301 55 536 181 325 231 579 47 679 630 616 283 603 647 516 370 373
split_gain=172414 133008 54814.2 30776.2 22664.3 21816.9 18381 17963 16934.7 16445.4 13490.3 12877.2 12839.5 9887.16 9493.04 8972.36 9382.59 10030.3 8875.74 8438.21 8225.3 8184.9 7918.13 7669.6 7394.95 7171.59 7503.58 6921.76 6508.72 6420.91
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 14 10 12 -5 28 19 15 24 18 16 -3 -18 22 27 -13 25 -1 -17 29 -12 -27 -4 -2 -6
right_child=1 5 4 9 13 -7 -8 -9 -10 -11 21 20 -14 -15 -16 23 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.1973876553780194 -4.678814081668321 -1.2976165652235805 -4.7301842260580811 -4.2086884509595217 -3.5285794145729943 1.5317885507008153 -3.1360211388953227 -0.1540098924052602 -4.2202631717736603 10.050575505723096 -4.185625575196295 -2.557691398887374 -3.3314757368365688 -4.626277529647993 -4.4109179051248786 -4.2550546773634483 -0.98538560467266834 9.9721075242372876 -5.0873239714070273 -2.7230444666948115 10.915284147991571 -4.6644305720695396 -4.4172996794084627 7.8195821982298073 6.9360151075859742 -2.7877331513284185 8.4403333982581863 -5.1674654569051173 -3.7747471402689312 6.6398621110060754
leaf_weight=63055.566902679857 951.02695224341005 102.00782201718539 1341.2870884640142 302.58559441426769 199.83730773674324 20.409791788551956 43.975373439025134 9.7729581757448596 27.079850435256958 0.81098510418087144 53.61316743073985 18.905355653259907 29.559819377027452 114.31951617123559 159.6759149688296 0.71108114207163398 1.8100247252732509 1.5514497645199297 8569.3328703637235 18.87597213499248 0.46425958862528105 61.734771879855543 130.38642395986244 2.0215860567986965 0.68169762380421062 84.348327538464218 0.59942377265542646 495.79398042988032 86.910570331383497 0.62293058726936479
leaf_count=10729751 161830 17358 228238 51489 34005 3473 7483 1663 4608 138 9123 3217 5030 19453 27171 121 308 264 1458187 3212 79 10505 22187 344 116 14353 102 84366 14789 106
internal_value=-5.13977 -4.05335 -5.16068 -5.17562 -4.6679 -1.55222 -5.17986 -4.42441 -1.9343 -4.17057 -4.45812 -4.79981 -1.48462 -3.88368 -5.18111 -0.979604 -1.12632 4.07192 -5.18283 -4.82658 -2.23477 -3.70674 -5.19578 4.67758 -3.46162 -3.28004 -2.7085 -4.8482 -4.60311 -3.49698
internal_weight=0 1433.16 74453.1 72262.3 2190.79 185.151 71958.9 1248.01 164.742 303.397 1238.23 1875.33 137.662 315.461 71915 108.102 105.369 3.36147 71755.3 1855.96 19.3696 200.296 63186 2.73267 201.142 138.561 84.9478 1837.08 1037.94 200.46
internal_count=12913069 243871 12669198 12296406 372792 31506 12244779 212365 28033 51627 210702 319112 23425 53680 12237296 18395 17930 572 12210125 315816 3296 34083 10751938 465 34227 23578 14455 312604 176619 34111
is_linear=0
shrinkage=1


Tree=19
num_leaves=31
num_cat=0
split_feature=616 152 714 616 55 425 251 341 624 609 616 608 616 630 238 485 392 289 127 181 298 394 624 231 394 91 518 357 426 684
split_gain=426791 392637 105576 52392.7 40292.9 38784.8 29505.8 64037.2 27819.7 183282 108231 26630.6 25828.4 22539.5 22399 27926.4 21068.1 16630.3 14843.8 14822.5 15232.5 14053.7 13923.7 12992.1 11187.7 13619.6 20329.3 10874.2 30108.6 19977.1
threshold=10.500000000000002 4.5000000000000009 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 12 8 16 19 -1 -10 -11 18 21 -6 17 -16 27 23 24 20 -8 22 -2 -14 25 -5 -27 -7 -29 -30
right_child=4 2 -4 11 13 6 7 -9 9 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-6.8488933982664353 5.4088021508404101 -6.8991042707691586 78.12389189121339 -2.9881942928826901 22.353870558639095 -4.778810498463133 -0.19959896657037834 59.909851401657299 -5.2905138698627825 -5.2104102885277364 78.931845725056689 71.574907153986089 8.8656827229154231 71.801413090923802 14.837780828393448 76.553485972682438 82.179503292466507 64.751080073570108 13.998483759468591 46.548060267171586 39.664713319103612 -3.9791001224307281 -6.1348454832866794 -3.5273865241753852 -6.2531717032785794 -0.30068889571466517 68.591241121802312 -5.1969652727455475 77.725572914303797 -2.6572658153770714
leaf_weight=14381.347653558478 9.2704638966824913 0.18522966129239549 0.69040146481711417 34.390973779954948 0.45465462317224492 26.647251333924952 3.224118710495532 0.20206872140988696 8.5789398278575355 0.23686944565270174 0.43107993900775909 0.047149368328972652 10.580542773823247 0.11562821280676872 0.23462423763703633 0.10664738074410707 0.02806510019581665 0.051639784360305252 0.47373889130540092 0.072969260509125777 0.098789152689278015 2.7054756588768205 1.1776116042165075 0.91941268241498697 13.314083532895891 0.12124123284593125 0.066233636462129653 0.35249765845946868 0.089808320626616478 0.047149368328973651
leaf_count=12810704 8258 165 615 30635 405 23737 2872 180 7642 211 384 42 9425 103 209 95 25 46 422 65 88 2410 1049 819 11860 108 59 314 80 42
internal_value=-6.79988 -6.82271 60.1383 -6.82676 6.09632 -6.83779 -3.29084 5.21892 -6.84537 -1.36211 49.0932 -3.5426 5.49788 32.3797 8.87506 34.1239 -4.41795 8.12912 -3.61582 1.96459 0.985556 2.44438 4.10771 7.87487 -3.79006 -2.84166 24.0384 -4.50751 10.2628 50.0528
internal_weight=0 14470.6 0.875631 14469.8 25.6167 14421.4 30.7627 3.59795 14390.6 9.24689 0.667949 48.4134 25.0464 0.570283 11.8929 0.341272 27.1648 11.5516 48.3663 3.39588 3.32291 13.1536 10.4481 11.5 47.8925 34.5784 0.187475 27.1367 0.489455 0.136958
internal_count=12913069 12890250 780 12889470 22819 12846344 27403 3205 12818941 8237 595 43126 22311 508 10594 304 24198 10290 43084 3025 2960 11717 9307 10244 42662 30802 167 24173 436 122
is_linear=0
shrinkage=1


Tree=20
num_leaves=31
num_cat=0
split_feature=652 652 142 652 425 142 650 0 462 51 462 462 101 727 684 152 591 462 142 299 724 65 85 101 87 462 698 142 375 462
split_gain=1.62928e+06 340892 172116 144353 92586 72594.9 51573.8 44678.2 43172.4 41841 33247.4 29987.8 24277.2 24224 22922.2 22095.1 19057.4 18885.5 17015.4 16762.4 14854.2 13439.6 13428.3 14769.5 14187.4 12188.7 12093.7 12004.8 11717.5 11744.8
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 8 7 9 12 15 18 14 13 28 21 19 -4 20 -6 22 26 -2 23 -1 27 -8 -5 -24 29 -3
right_child=3 5 16 17 10 -7 25 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4076482933088545 -0.21597634946146638 -2.4802747627740436 -1.673558682694539 1.12522709225731 -3.4791988753864929 -0.51603121217605885 -3.2191066312976364 -1.669497698208299 -4.3421615517129455 -1.7941935824264155 -4.2534985338685036 -2.9475189799417092 -0.31104545605958478 1.0928309397442977 -2.2538331437593508 -3.3333702103425145 2.2866830447380089 -2.3466978804498644 -2.3322892095583292 -1.3367192497113791 2.2307932339383791 -3.6064499610893912 -4.1809194246759471 -0.91993539863896423 1.8664491999876569 -4.2416924289264459 -2.9368113549852692 -2.888138976936534 -3.6547790518013876 -3.9514531187438626
leaf_weight=159497.2611267399 298.23496333323419 517.27911306545138 180.65404352732003 125.72310999967158 930.56899389252067 142.93069935403764 454.93686310946941 59.854714684188366 176.98685235343874 61.495975069701672 589.2509454395622 72.805284913629293 43.313887361437082 16.066400492563844 79.306214721873403 192.84809529781342 13.027504310011862 11.822203714400528 150.23943700827658 17.810239652171731 215.47953733243048 12.168407076969741 1258.5261570196599 12.142762383446096 3.987749842926859 156.71472212299705 7.7831644844263783 76.177562111988664 139.82769143767655 60.624055489897728
leaf_count=12439007 23259 40342 14089 9805 72574 11147 35480 4668 13803 4796 45955 5678 3378 1253 6185 15040 1016 922 11717 1389 16805 949 98151 947 311 12222 607 5941 10905 4728
internal_value=-4.3525 -4.37467 -4.38645 0.0849267 -4.38998 -2.61777 -4.39763 -4.4011 -2.93262 -4.40212 -3.64922 -1.08458 -2.6116 -2.74739 -0.736547 -4.40311 -1.40718 1.5841 -3.31977 -4.4044 1.71726 -0.348889 -4.40474 -4.40738 -4.08934 -3.48111 0.888418 -4.10713 -2.83336 -2.63461
internal_weight=0 164753 163655 823.323 163462 1097.03 161792 161180 954.098 161120 1670.06 462.515 777.111 733.797 389.71 161059 193.682 360.808 1080.81 160866 348.986 310.403 160848 159509 1338.69 611.652 133.506 1334.7 717.731 577.903
internal_count=12913069 12848859 12763303 64210 12748198 85556 12617952 12570250 74409 12565582 130246 36071 60606 57228 30393 12560786 15105 28139 84291 12545746 27217 24208 12544357 12439954 104403 47702 10412 104092 55975 45070
is_linear=0
shrinkage=1


Tree=21
num_leaves=31
num_cat=0
split_feature=716 652 375 301 603 403 494 723 698 353 566 679 213 698 65 425 654 679 142 111 137 244 301 603 298 509 67 629 111 111
split_gain=2.54663e+06 182944 162644 124502 57543 46702 37389 35366.9 32468.1 25508.2 21020.1 16019.7 15390.3 15097.3 17090.8 16774.9 14763 14287 11931.8 10864.7 10762.6 9368.34 7888.62 11391.4 7613.62 8324.97 7077.44 6744.02 6178.09 6037.03
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 9 10 13 11 21 26 14 15 19 27 24 -6 -2 -21 22 23 29 25 -4 -13 -3 -15 -5
right_child=1 16 17 6 18 -7 -8 -9 -10 -11 -12 12 -14 28 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.9503750943158105 194.51373931110678 41.710596527189452 76.933218824768161 202.45932257197597 2.4397633411107531 1.6929617823771235 12.894985163376921 44.728794890879747 102.29470799146407 263.82030889780242 100.71884847042352 59.943483363580299 263.82030889778076 4.3407127633400684 46.351694994632012 30.818222572976495 -4.8173906296398066 2.2813508892582668 141.49421357725609 74.717166373307165 190.88876155222238 258.61771047907308 241.82712383478716 100.7188484704191 2.05253290324824 195.86136705304267 182.26957868409605 121.72433958607057 127.90242520831113 236.3873415476385
leaf_weight=4749.2919931999058 0.12985782281611935 0.030165273288730532 0.029429534915834665 0.15156210481654853 0.038258395390585065 0.020600674441084266 0.0095645988476462662 0.024647235492011532 0.025382973864907399 0.026118712237803265 0.014714767457917333 0.013243290712125599 0.0084609912883024663 0.008093122101854533 0.011036075593437999 0.0077252529154065988 0.062537761696148664 0.048558732611127198 0.0073573837289586655 0.016921982576604933 0.015082636644365266 0.076884659967618063 0.11367157861241139 0.0091967296611983329 0.0099324680340941995 0.0073573837289586655 0.0073573837289586655 0.016186244203709066 0.008093122101854533 0.080195482645649463
leaf_count=12910274 353 82 80 412 104 56 26 67 69 71 40 36 23 22 30 21 170 132 20 46 41 209 309 25 27 20 20 44 22 218
internal_value=-7.91631 149.445 163.962 178.265 128.699 146.36 208.748 158.398 212.489 170.966 218.374 222.133 150.269 158.643 166.934 174.781 26.8824 40.2643 24.8679 181.652 129.465 226.973 220.112 209.868 79.7425 100.719 103.631 69.6519 66.1216 214.199
internal_weight=0 1.02819 0.919305 0.824027 0.313792 0.268177 0.510235 0.247576 0.50067 0.222929 0.475287 0.460572 0.0290617 0.19681 0.180624 0.169588 0.108889 0.0952781 0.0456158 0.161862 0.0320046 0.431511 0.354626 0.240954 0.0467194 0.0367869 0.0206007 0.0463515 0.0161862 0.231758
internal_count=12913069 2795 2499 2240 853 729 1387 673 1361 606 1292 1252 79 535 491 461 296 259 124 440 87 1173 964 655 127 100 56 126 44 630
is_linear=0
shrinkage=1


Tree=22
num_leaves=31
num_cat=0
split_feature=372 19 372 19 771 629 379 456 19 629 188 629 179 629 629 19 724 513 188 379 537 766 519 771 372 19 456 441 771 432
split_gain=1.87333e+06 680938 220254 300331 120974 87249 83073.4 66259.8 58146.7 50766 52005 48145.4 45998.3 45587.6 38429.9 45825.2 35362.8 40378 30432.2 30020 25780 24295.3 21550.2 22779.1 21257.6 75092 46751.4 32509.4 20791.1 20728.6
threshold=4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 19 6 9 -5 7 -4 13 10 12 18 16 29 15 22 17 20 21 24 28 -6 23 -9 -1 -26 -27 -28 -2 -3
right_child=1 8 3 5 11 -7 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-6.3136465453646231 5.5085782877940801 27.242419853941211 -4.2891144775725376 29.042795834969663 24.888015710996235 0.92271860317145471 11.832492732899897 2.5273366924359824 33.980266604123543 -1.7954935238950016 -1.7117582998288112 3.7489457186564525 27.197668806146314 4.7258515045188254 -4.1438081433324392 27.24217138180629 -4.7612275798153183 19.60081247066449 6.8249586068491865 0.7098218773227325 -4.203528676219543 0.97489331421253667 -4.6508971441464677 20.869718454564829 -5.8270166732108706 -1.273526635216502 19.517567811073452 -3.9192514978659805 14.564079475601261 10.121736162705332
leaf_weight=24994.344639108051 10.722560900729166 5.9771231780760008 100.51341594941914 3.8724190718494347 4.9129469445906562 1.5430555385537443 3.6162284971214822 1.6021764404140397 7.959644087124615 17.202211744617671 8.4129043347202224 2.8062721416354179 1.1272385288029898 1.2927770540118215 3.0112246014177799 1.1942422175779936 2.4771657879464319 2.5678178374655536 1.5272899647243319 6.1032477687112978 2.1106161964125922 0.46508442796766747 1.4839346366934476 1.1725645535625515 240.4683562265709 12.228173201438038 2.0771143520250912 0.82769262604415406 3.3206239878199986 0.80207356857135881
leaf_count=12682999 5441 3033 51004 1965 2493 783 1835 813 4039 8729 4269 1424 572 656 1528 606 1257 1303 775 3097 1071 236 753 595 122022 6205 1054 420 1685 407
internal_value=-6.2363 9.68543 -6.28253 -1.97239 4.61617 21.0304 -3.07877 -3.57357 27.9155 2.55446 4.9888 14.7938 7.5137 21.935 4.92366 9.93091 6.46701 7.95269 19.2823 -6.30267 6.10109 22.82 5.07639 10.2786 -6.30437 -5.39704 1.4355 12.8395 7.64982 25.2168
internal_weight=0 73.6844 25374.1 118.009 57.6527 5.41547 112.594 108.978 16.0316 47.9411 30.7389 9.71159 22.326 8.07197 8.46414 5.45292 21.1988 18.7216 6.90532 25256 16.1538 5.37803 4.25868 2.77474 25249.9 255.601 15.133 2.90481 14.0432 6.7792
internal_count=12913069 37390 12875679 59882 29255 2748 57134 55299 8135 24327 15598 4928 11329 4096 4295 2767 10757 9500 3504 12815797 8197 2729 2161 1408 12812700 129701 7679 1474 7126 3440
is_linear=0
shrinkage=1


Tree=23
num_leaves=31
num_cat=0
split_feature=379 372 676 684 19 482 97 97 766 482 165 766 473 456 372 473 199 679 616 603 168 199 676 684 482 456 341 176 482 473
split_gain=645340 237400 156159 148793 90687.1 88441.8 58362.2 47486.2 29071.3 28747.6 28318.5 30163.5 24320.4 21144.1 20344.3 27363.4 20274.2 19435.8 17338.1 19973.7 19619.1 17213.8 17131.9 38027.1 27009.6 24463.2 16141.4 14986.6 14171.9 13497.2
threshold=1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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 14 7 5 6 12 8 10 27 18 -3 -12 17 -7 -1 22 -11 -4 19 -9 -21 -6 -16 24 -24 -26 -17 28 -2 -5
right_child=4 2 3 29 21 13 -8 9 -10 16 11 -13 -14 -15 15 26 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.2345040565250249 7.6106091878896622 -4.5427072186139812 9.6425073860162982 -4.2093953437349239 -1.2598782726627231 18.566846639161806 24.614863284216419 -0.83675607146447728 22.85723207944547 7.8295112587655398 1.8019745415553503 34.465898098162754 30.412498598262172 39.520929037865166 -5.6709020184736785 0.89828875101395145 37.153753405904666 -3.6871351444995462 -5.4358340670800001 5.60297378648995 33.999375078869605 27.784512039069821 0.43802623766518511 -6.0551180606372581 2.6819577560118395 39.174181776765472 29.988831954097808 21.436998818490444 35.877761286631518 31.052229153860242
leaf_weight=26277.410291699925 11.06788116740063 137.42653647204861 7.8855027561075985 9.4891231274232233 5.9296660241670898 0.7645166886504734 3.9158171857707194 12.168039329117169 1.7465787765104313 1.891609042650088 1.5456082648597647 0.34600077779032279 0.50139034865424115 1.3011286733672021 242.94019881053828 0.44545010314322908 0.26934192283079017 1.2700507591944186 5.531868722755461 3.2300312130246307 0.26312633999623347 0.21132981637492765 9.072679077507928 15.195028169546275 0.3791505529079594 0.35636008251458406 0.3335696121212095 0.90540323290042657 0.18025190220214504 0.10980863007716912
leaf_count=12682999 5342 66330 3806 4580 2862 369 1890 5873 843 913 746 167 242 628 117257 215 130 613 2670 1559 127 102 4379 7334 183 172 161 437 87 53
internal_value=-6.18614 -6.20084 -2.6212 5.42572 10.2192 12.985 13.8314 -3.67591 10.7935 0.497103 -4.37544 7.77665 8.96782 31.7656 -6.22565 -5.35997 11.4845 7.79343 -0.623227 1.07669 7.74197 -0.260375 -5.41438 -2.92189 1.93217 20.3627 13.3546 9.05987 8.06359 -3.80601
internal_weight=0 26730.1 183.994 21.3215 23.9569 11.7226 17.8159 162.672 13.9001 23.354 139.318 1.89161 9.65694 2.06565 26546.1 268.722 2.16095 9.15555 21.1931 15.6612 3.49316 6.141 267.943 25.0032 9.80819 0.735511 0.77902 12.1535 11.2481 9.59893
internal_count=12913069 12901506 88806 10291 11563 5658 8599 78515 6709 11272 67243 913 4661 997 12812700 129701 1043 4419 10229 7559 1686 2964 129325 12068 4734 355 376 5866 5429 4633
is_linear=0
shrinkage=1


Tree=24
num_leaves=31
num_cat=0
split_feature=698 48 538 55 121 566 542 92 91 630 408 204 698 370 698 129 511 724 275 462 301 336 427 698 149 427 48 269 83 471
split_gain=131850 52446.3 152764 41795.8 30739.6 26740.3 25017.1 23023 19526 16355.9 14493.1 13712.1 11678.6 9322.57 9094.08 8725.59 8552.2 8316.98 9960.49 8433.49 30264.7 11422.2 9090.48 8768.72 8867.63 43381.2 8045.73 90703.2 42697 89714.8
threshold=2.5000000000000004 14.500000000000002 3.5000000000000004 1.5000000000000002 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 3.5000000000000004 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 14 -3 4 5 7 12 8 9 10 11 13 -6 17 26 -14 -15 19 -19 -2 21 -21 -23 24 -22 -26 -1 28 -28 -30
right_child=3 2 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 15 16 -16 -17 -18 18 -20 20 23 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-7.1435034949557448 -4.4292677132809644 -4.8098146308303384 111.3919312082281 16.890867073706509 2.5219449093813697 20.229413896312995 105.45134957049265 -7.0463863068922699 14.8761005304018 1.7783637652823057 12.437627284600154 8.987172976716387 21.761667284412987 0.44175074940024661 -6.2245107806748488 74.128282753358974 68.70698272731488 -6.7856698486668883 70.333372735123106 6.7935658426752887 -5.1252408827048113 -2.4204736143610308 79.08819554314266 56.702675526790728 -3.6309609037578365 97.926871003275011 -6.6104453399707861 74.159619747730375 -7.1912176372783501 106.35249010815753
leaf_weight=10581.768246129155 63.397238716483116 0.50390462577342887 0.14588919281959534 0.96337173879146476 0.44269824028015037 0.44856734573840995 0.030183970928192139 23.475583389401436 0.57098011672496696 5.217634752392768 0.53492704033851524 0.797359898686408 0.2314104437828064 3.602792307734489 109.44372481107712 0.036891520023345947 0.018445760011672863 13.315323397517201 0.016768872737885299 2.638582125306129 8.4221663326024956 0.020961090922355541 0.039406850934028625 0.023476421833039107 0.28087861835956651 0.049468174576759338 9.9867021590471214 0.14505074918270189 0.20709557831287462 0.10480545461177826
leaf_count=12620727 75613 601 174 1149 528 535 36 27999 681 6223 638 951 276 4297 130532 44 22 15881 20 3147 10045 25 47 28 335 59 11911 173 247 125
internal_value=-7.09202 -7.12967 21.2794 -3.85749 -4.01919 -4.14167 16.2847 -4.23097 -3.56299 -3.67001 -3.97517 -4.06996 12.4994 -4.18334 -7.1314 28.9621 0.789478 -4.3875 -6.68867 -3.97774 -1.48313 7.77757 50.7866 -4.33114 -4.49485 11.5769 -7.14077 -4.36654 -5.47254 30.9619
internal_weight=0 10702.3 0.649794 124.575 123.612 122.871 0.741184 122.422 98.9464 98.3754 93.1578 92.6229 0.711 91.8255 10701.7 0.268302 3.62124 88.2043 13.3321 74.8722 11.4749 2.69895 0.0603679 8.77599 8.75251 0.330347 10592.2 10.4437 10.2986 0.311901
internal_count=12913069 12764490 775 148579 147430 146546 884 146011 118012 117331 111108 110470 848 109519 12763715 320 4319 105200 15901 89299 13686 3219 72 10467 10439 394 12633183 12456 12283 372
is_linear=0
shrinkage=1


Tree=25
num_leaves=31
num_cat=0
split_feature=698 603 519 275 697 137 698 92 573 603 462 603 698 698 6 761 509 509 355 603 397 724 509 679 441 669 151 647 616 137
split_gain=589794 570340 174340 71723.9 71718.8 68225.8 48031.5 46959.5 44670.4 43488.2 54190.9 40975.9 35452.6 32380.7 31683.8 28182.9 23426.2 21366.9 19342.5 17465.4 17456.9 16964.8 18648.8 15696.1 15592.7 17388.3 14746.9 13913.6 13816.5 13050.5
threshold=2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 17.500000000000004 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 4 7 8 -1 9 16 15 14 -8 13 -4 17 18 19 23 21 -3 29 22 26 28 25 -5 27 -2 -11 -13
right_child=1 2 12 24 -6 -7 11 -9 -10 10 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.163083030151844 -3.1562868723525721 6.7788384019166683 1.6284550455840447 5.2528432923398372 37.451108486611261 1.3658184667767426 -5.1747775973417678 -6.0827395766117069 26.858706359684405 5.4640120511722907 -5.0985268012989549 4.3157555754614245 -6.0994233272123335 19.539348488033369 -4.721724429844171 23.541290129079659 22.858661857120637 11.045667730848511 29.981275133701892 15.420380946184778 -3.9552289679444259 -5.8681151385054005 1.5457486027856007 -1.7591487575077984 35.154639449061307 27.802573739103266 22.744874073070942 -5.997675869199222 -1.8407960541254047 -4.4696869049831518
leaf_weight=28485.56361610163 137.69348017638549 3.158810639055452 5.0324520673602802 1.2310568229295307 0.42838973691686888 2.9603985503781578 276.91338062589057 56.784186969744042 4.1531257652677587 13.785130797419706 15.151468589901922 8.092056662077086 4.9355007058475167 1.2626223824918268 5.5442650688346466 0.38329608039930363 3.1452825421001753 3.357222727732732 0.17135589476674695 9.0097125722095353 7.1698913862928739 28.862194854067639 7.7583636038471004 6.2815463528968385 0.33369305822998274 0.47348339343443502 0.21419486845843394 19.69916384969838 3.1881215157918623 2.137439318932592
leaf_count=12633956 61070 1401 2232 546 190 1313 122817 25185 1842 6114 6720 3589 2189 560 2459 170 1395 1489 76 3996 3180 12801 3441 2786 148 210 95 8737 1414 948
internal_value=-6.10139 -1.92967 10.4165 -3.30865 -3.43597 15.5094 -6.14995 -3.49457 17.6602 -2.8875 -0.167893 -4.87901 0.245956 5.2209 2.15533 -3.54802 15.1656 3.58808 -3.60143 13.1771 -0.171782 -3.63106 -3.24062 2.51145 15.3866 11.5167 -3.47623 -3.51191 4.09193 2.48005
internal_weight=0 334.999 33.6579 301.341 299.302 22.4273 28779.9 298.874 19.4669 242.09 47.3078 294.313 11.2306 6.29507 32.1563 194.782 15.3138 26.612 194.399 12.1685 17.3994 194.227 165.365 23.2548 2.03823 1.70454 157.607 157.393 16.9733 10.2295
internal_count=12913069 148579 14928 133651 132747 9947 12764490 132557 8634 107372 20982 130534 4981 2792 14262 86390 6792 11803 86220 5397 7717 86144 73343 10314 904 756 69902 69807 7528 4537
is_linear=0
shrinkage=1


Tree=26
num_leaves=31
num_cat=0
split_feature=698 92 249 462 698 249 603 492 670 652 13 492 13 397 321 698 441 590 462 462 670 397 603 616 684 698 629 629 618 684
split_gain=2.83419e+06 1.33947e+06 411928 194040 167182 219443 163048 146817 100549 89506.6 77203.1 69902.6 61048 60005.2 59676.5 49561.3 48411.8 44930.1 44601 35085.5 34057.2 30009.7 30904.2 32767.5 29410.6 55415.4 28532.9 28430.5 32326.8 28331.5
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 7 8 19 11 10 24 15 17 14 18 26 -9 -4 -7 21 -8 22 23 27 -3 -26 -2 28 -6 -19
right_child=1 9 12 -5 5 13 20 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.3176144133474432 -0.76657953889612518 11.148414049043591 -3.1260158351538458 -5.2326805556710116 -0.31110218216084728 9.6155728950543633 -4.386373609008082 -0.72664491625226724 6.7182267935022306 -4.5474197646749488 2.7164242178086431 8.9756794207592296 -3.840278077150546 -5.1963394276835428 -3.2257502246679484 0.86076152666215666 11.73929622116674 10.819635671591179 -5.2873472261580945 -5.3043660772336327 2.7181782063322393 -4.9847190016102765 -5.1923279652107306 -4.6126285050643094 2.8812750013114741 12.150428748161215 -3.5795281073712957 -4.2027856387287095 -5.3189064221966049 -0.10663614338283178
leaf_weight=67694.651882214472 108.1971557806246 105.25017238641158 2.7648062389343968 139.50483573041856 95.09647505544126 20.725330488756306 121.99439621716738 5.4063749904744309 22.048793940339237 4.5865777917206279 14.499158299528061 7.967571467626839 3.9543158998712888 5.883250485174357 5.7439385429024687 140.62468942021951 7.3513840306550264 35.122683907393366 2.2236329247243694 250.42393253697082 7.1424161172471932 138.95294611295685 58.57531357370317 57.385803912766278 13.282857880461963 12.538074804469941 54.085182511247694 36.740845698397607 14.911735974717883 2.5451220222748807
leaf_count=12633956 20193 19643 516 26036 17748 3868 22768 1009 4115 856 2706 1487 738 1098 1072 26245 1372 6555 415 46737 1333 25933 10932 10710 2479 2340 10094 6857 2783 475
internal_value=-5.23267 0.69952 -1.27815 -1.9641 -5.30172 -3.76359 -0.977259 -4.16754 0.192676 9.20715 9.64052 -0.270149 8.01846 4.0036 5.88997 -0.513348 6.45659 9.17824 8.17156 -4.37539 -3.99343 -3.79621 -3.16758 -2.58658 10.4065 7.38217 -1.70407 -1.79431 -0.989916 10.0814
internal_weight=0 796.109 645.952 601.565 68394.1 699.421 462.06 664.845 332.923 150.157 145.57 310.875 44.3869 34.5762 28.6929 302.907 12.7578 40.4326 22.949 652.087 129.137 401.663 262.71 204.135 131.071 25.8209 162.282 146.749 110.008 37.6678
internal_count=12913069 148579 120555 112271 12764490 130534 86235 124081 62134 28024 27168 58019 8284 6453 5355 56532 2381 7546 4283 121700 24101 74963 49030 38098 24462 4819 30287 27388 20531 7030
is_linear=0
shrinkage=1


Tree=27
num_leaves=31
num_cat=0
split_feature=727 698 336 321 727 676 629 136 137 96 637 698 519 698 727 698 647 96 572 270 19 519 590 684 397 111 13 629 629 372
split_gain=1.80731e+06 358156 174357 282347 138492 131657 128586 114937 58128.5 54890.2 49137.1 45826.4 43899.9 52832.4 39423.9 39063.1 36809.2 36410.3 35282.6 35040.6 50255.1 32746.2 42392.2 52934.9 42712.4 37943 31512 30440.2 37507.3 27729.2
threshold=3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 17 -1 7 8 10 -2 -9 12 -5 13 14 -3 18 -16 -4 -8 -15 -21 22 23 24 25 26 27 -6 -29 -12
right_child=6 2 3 11 21 -7 15 9 -10 -11 29 -13 -14 19 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.7845939034938585 68.551029979317022 -4.1370258341571118 -2.8409950663403887 5.6349544983162918 25.005885072571658 32.094425203692182 47.245461746130019 -6.0025339317689923 12.217169833902304 73.398232904149424 6.4318817190233393 67.294504688674479 -5.4930158990733879 -0.48621976747911777 69.398487450041827 3.8631690021420741 3.4058816833126411 39.422368358980691 -4.2278911340482876 4.3608214356659225 34.742227733204658 -5.6719983317446117 -4.4361159552180069 -1.0711388749838058 -3.3012979754073455 3.7434932575448538 5.5018868733374457 59.944458439223794 5.0815879115137967 64.200973309862604
leaf_weight=15699.543249692884 3.146319213788956 66.782964125857688 2.3954370853025466 0.13663592829834659 1.0844707462238141 1.077085020369849 0.94168004638049729 0.12432638520840456 0.19449078082106996 0.290505216922611 0.16617883171420444 1.0229230307741088 55.637903812224977 48.998136269510724 0.13909783691633393 0.41236969351302821 0.21541700407397002 0.2228027299279346 0.15510024293325841 3.4922173746163017 0.64502005791291583 2.1147795028518885 1.8981315444689242 1.8131956971483303 0.65609864669386286 0.66348437254782755 0.40621492196805764 0.70410586474463333 0.15140738000627607 0.16617883171420544
leaf_count=12753961 2556 54253 1946 111 881 875 765 101 158 236 135 831 45199 39805 113 335 175 181 126 2837 524 1718 1542 1473 533 539 330 572 123 135
internal_value=-6.70763 -6.72626 -2.30967 18.9489 -6.77729 -2.76152 54.3277 -2.97404 65.2715 49.6016 -3.09779 60.0289 -3.17037 -2.09591 -3.96047 30.1013 29.2988 0.755464 39.9664 0.259987 9.09746 5.2982 8.44301 12.9048 19.8177 24.8576 30.8285 36.1316 50.2349 35.3164
internal_weight=0 15890.5 181.513 3.7778 15709 177.735 4.84996 176.658 3.34081 0.414832 176.243 1.15956 175.911 120.273 67.1375 1.50915 0.354515 2.61824 1.09678 53.1354 4.13724 9.49189 7.37711 5.47898 3.66578 3.00968 2.3462 1.93998 0.855513 0.332358
internal_count=12913069 12909129 147457 3069 12761672 144388 3940 143513 2714 337 143176 942 142906 97707 54541 1226 288 2127 891 43166 3361 7711 5993 4451 2978 2445 1906 1576 695 270
is_linear=0
shrinkage=1


Tree=28
num_leaves=31
num_cat=0
split_feature=502 597 543 272 29 167 370 667 544 485 544 167 107 308 698 348 714 603 227 410 603 107 308 38 630 698 388 289 231 523
split_gain=54301.4 147544 50646.1 1.18851e+06 19923.7 18063.2 175160 257757 89490.3 46865.9 126065 32667.1 18097.7 38048.2 20423.1 17654.7 16918.9 13097.1 11421.4 170084 9076.81 7611.52 17840.3 12628 12128.8 9712.89 7069.39 6781.18 6299.14 10010
threshold=1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 12 -7 9 -9 28 -11 16 18 14 -14 -3 -10 -15 21 -20 -16 -1 23 24 -23 26 -26 -24 -8 -30
right_child=1 15 3 -5 -6 6 7 8 11 10 -12 -13 13 17 20 -17 -18 -19 19 -21 -22 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=-6.8048102438569575 -6.1931728580870207 -2.5414938563832985 -6.8344542711780711 78.595160262385292 -2.6512668000966135 -6.7131156737794511 -5.9796593397330779 3.9522618451623917 -6.8706643240803018 -4.1681809588912486 61.042468080224253 21.662504667559467 -4.985714503216979 2.3512372639134078 0.94977264982403486 62.309044657209697 67.962139474683568 34.700840167050558 -6.470010457123438 74.278639840283248 30.982383986436783 -6.3418692155659091 10.372641776069113 24.41577771137764 -2.8959489900658877 21.4245674909332 20.050227659918217 46.653625094719203 1.6869982283441534 53.256703282822244
leaf_weight=14680.94346502726 1.4760333965532471 0.046198228374123462 38.663297326304018 1.7000948041677464 11.660432841628788 86.32254467275925 4.4893128422554573 0.40654440969228733 0.03118380415253319 0.96207810589112319 0.42848856816999614 0.20327220484614361 9.6554297301918215 0.19518751488067287 0.17901813494972962 0.45967237232252955 0.97016279585659504 0.34879662422463298 4.7422481426037839 0.27603441453538824 0.22983618616126478 62.595134579809383 0.27256954740732808 0.13743972941301663 5.8117371294647446 0.17670822353102256 0.13743972941301752 0.063522564014419913 0.39730476401746262 0.041578405536711216
leaf_count=12711261 1278 40 33476 1472 10096 74741 3887 352 27 833 371 176 8360 169 155 398 840 302 4106 239 199 54197 236 119 5032 153 119 55 344 36
internal_value=-6.77144 9.77999 -6.77364 -3.23618 -6.78324 -6.78648 -5.40651 8.81675 44.5208 -0.287097 15.9258 58.2122 -6.79529 -2.6664 -4.05874 56.3866 65.6317 23.0934 -6.79826 -2.02837 17.8325 -6.79988 -5.75352 -5.8657 -5.92627 -1.67958 -2.36584 17.2299 -4.86182 6.57255
internal_weight=0 1.9819 14912 40.3634 14871.7 14860 94.2525 7.92993 1.61116 6.31876 1.39057 1.20462 14765.8 10.6083 10.0643 0.505871 1.00135 0.543984 14755.2 5.01828 0.408854 14750.1 69.1946 68.8585 68.721 6.12589 5.94918 0.336092 4.9282 0.438883
internal_count=12913069 1716 12911353 34948 12876405 12866309 81607 6866 1395 5471 1204 1043 12784702 9185 8714 438 867 471 12775517 4345 354 12771172 59911 59620 59501 5304 5151 291 4267 380
is_linear=0
shrinkage=1


Tree=29
num_leaves=31
num_cat=0
split_feature=337 337 698 183 670 513 566 670 653 97 564 185 375 329 771 444 375 209 337 670 97 651 743 736 566 337 634 743 462 93
split_gain=511632 95468.1 82796.6 39249 33760.1 39130.4 29317.3 29245.2 53450 25188.5 16766.3 55674.3 16717.4 15555.2 13782.4 12464.4 11871.8 10992.4 10237.1 9775.33 8961.39 17550.2 7687.76 7621.57 7194.62 6926.45 6889.43 7260.5 6710.51 8909.86
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 10 9 16 17 -9 13 20 -12 25 24 -15 -7 22 19 26 -1 28 -22 -3 -8 -6 -2 27 -5 29 -4
right_child=3 6 4 18 5 15 23 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8564808011747216 5.3340344962542119 0.041538333827136675 -4.3490706441012676 4.8717197655320028 -1.8288833175458321 4.3438733477278291 4.8831006127043324 -2.5814514672149214 27.696008769643665 18.765955905578625 -5.5924896793497343 25.539316757190218 0.10133455819079273 -5.5274958651063937 24.235227036857165 25.098831062144804 -3.2430292850202327 -2.8396856706983726 15.481097244208801 -4.5067119528943351 -1.6526024451695642 25.763881037053455 5.5542734170772814 26.150306583571531 -5.3251208236422274 11.428739795255694 22.769083051538761 14.079150667055288 -5.6496460574959224 -5.6754182945930705
leaf_weight=37851.906557317823 4.6015615053474921 14.250860486179599 258.20500842481852 2.5104834586381899 22.055965457111608 0.4967425800859917 0.2498585432767858 3.4415039829909793 0.70198352634906758 0.5711052417755117 2.1178486049175258 0.78824421390891064 4.432014636695385 0.2528330497443666 0.40453287959098816 0.6930600069463253 10.485135298222302 12.097317803651093 7.1388155221939087 53.731484830379486 2.3885286934673782 0.25878206267952908 3.0756396874785414 0.51756412535905838 8.0281929560005647 3.1351298168301582 0.34504275023937214 1.2998593263328073 76.819604031741619 63.005995996296406
leaf_count=12725441 1547 4791 86806 844 7415 167 84 1157 236 192 712 265 1490 85 136 233 3525 4067 2400 18064 803 87 1034 174 2699 1054 116 437 25826 21182
internal_value=-5.8236 -5.83263 -5.83693 8.93874 -4.46688 -1.36643 -0.0550807 -5.85269 2.54811 -2.04279 -4.71657 2.85165 4.99844 -2.42937 12.788 16.4336 -0.587118 -5.85361 13.1841 -5.85457 -4.77147 1.02744 1.02011 19.2261 -2.76188 7.80378 9.23803 8.01274 -4.81003 -4.60924
internal_weight=0 38386.5 38358 23.4629 436.086 32.5024 28.5791 37921.9 4.14349 31.3126 403.584 2.90609 12.1687 30.7415 0.657366 1.1898 27.8116 37917.7 11.2942 37905.6 400.678 2.64731 17.3265 0.767423 30.0842 7.73669 4.15539 3.81034 398.031 321.211
internal_count=12913069 12905181 12895573 7888 146608 10927 9608 12748965 1393 10527 135681 977 4091 10335 221 400 9350 12747572 3797 12743505 134704 890 5825 258 10114 2601 1397 1281 133814 107988
is_linear=0
shrinkage=1


Tree=30
num_leaves=31
num_cat=0
split_feature=609 723 15 270 111 429 609 531 111 429 728 629 156 397 618 183 338 733 679 183 29 698 208 429 19 429 532 743 609 429
split_gain=2.11419e+06 1.20947e+06 406004 384777 276818 242068 376268 241854 162624 152418 127085 120300 110181 103746 93211 88321.2 82777.8 80670.8 75224.3 74531 68955.6 63278.7 45373.2 45168 43203.7 41816.4 40773.3 35267.5 37315.8 34754.9
threshold=5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 14 10 12 20 29 24 15 18 21 -13 -3 -1 -6 -17 -11 -4 -8 22 27 -18 -2 -14 -25 -7 -29 -5
right_child=1 4 19 8 16 6 7 -9 -10 11 -12 13 25 -15 -16 17 23 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-4.6394467835455648 -4.5926024175401619 4.7890657107904619 -2.9091278866295189 -2.500590564387362 -3.995866226867399 -4.2366877444040485 -3.8783572070072956 4.6253236768879713 -4.6073727784825795 3.1564516073930768 1.1918050074204238 -4.0810014695724739 -4.0527903966973424 2.6328890487921983 -4.1579276098338749 -3.9837056083876603 -2.080871124442484 -0.924180918420618 -4.3019097678397413 0.18980559993546908 4.9173343164547916 4.5667657856169406 4.9568500381333926 4.7551722137764667 0.32500312554055366 4.7845748091828231 -3.881320858871435 -3.1534865820992231 3.6022432030247895 4.5335366978998817
leaf_weight=129814.48552021477 597.58401708677411 368.33000260125846 130.23174466285855 7.5763260601088396 52.587393503636122 1297.193813229911 74.599270863458514 89.585638735443354 27.655149034224451 65.152247010730207 37.476312445476651 147.20313074812293 7.3476852187886861 27.281009475700557 12.024429700337349 877.8872957797721 24.183965352363884 95.561478906311095 17.064920974895358 192.06869947444648 10.122553611174224 8.4597111288458091 5.4977729571983209 34.212984073907137 18.415980491787195 19.735861712135375 6.5058712121099225 28.642461758106947 11.442434831522403 96.38250738196075
leaf_count=12490851 57500 35441 12531 729 5060 124817 7178 8620 2661 6269 3606 14164 707 2625 1157 84471 2327 9195 1642 18481 974 814 529 3292 1772 1899 626 2756 1101 9274
internal_value=-4.56507 -0.834544 -4.6073 -2.83234 3.19566 -4.61593 -3.37464 1.00292 2.2079 -3.59247 -4.63066 -1.54526 -3.92824 -3.03127 4.50622 -4.63233 -1.04705 -3.68336 1.6084 -1.06238 -2.82745 -4.05482 -4.10914 1.34222 -4.44559 2.38702 3.37527 -4.14641 -1.22503 4.0209
internal_weight=0 1502.16 132700 1004.32 497.845 132378 1552.63 174.307 131.614 872.701 130825 256.701 1378.32 174.484 380.354 130788 117.49 973.449 82.2172 322.3 84.7218 1351.24 1342.78 64.9028 616 27.0835 40.7189 1337.28 40.0849 103.959
internal_count=12913069 144539 12768530 96636 47903 12737518 149395 16772 12664 83972 12588123 24700 132623 16789 36598 12584517 11305 93666 7911 31012 8152 130017 129203 6245 59272 2606 3918 128674 3857 10003
is_linear=0
shrinkage=1


Tree=31
num_leaves=31
num_cat=0
split_feature=63 206 104 671 22 544 231 278 710 544 366 364 364 423 771 743 570 544 671 104 618 301 164 270 22 511 268 205 270 205
split_gain=213536 107247 62115.3 275470 115459 58256.4 32747 29256.7 27232 40237.2 25803.4 24226.7 23797.3 29352 20046.8 18465.8 17168.8 16635.8 16601.2 96665.6 58372.6 29605.5 18187.3 15691.8 15178.5 14268.2 14242 14159.4 11896.2 10780.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 7 12 10 26 15 11 27 29 -2 -14 -3 18 -16 -17 -1 -20 21 22 -21 -12 -6 -11 -4 -7 -15 -10
right_child=1 14 3 -5 24 6 -8 -9 9 25 23 -13 13 28 16 17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.3321228200171973 -5.2900431020146241 6.6298987887536187 -5.3493321972349559 37.597622129149158 20.255626252929222 1.9951411308213691 -4.2549034100067367 28.553460893818503 -5.4994730746131122 5.8759432104683293 12.699114480692081 8.0564620354829977 -0.10404772198962675 10.738928583117591 20.348619023301161 -5.0180560666874054 -3.6834696567147382 2.7968335887582212 -5.8823244216855706 21.800903960781838 -6.0220297204033821 -2.0982592941530713 -3.0617065296974246 38.295478769676919 0.26929609166916268 32.28804027113258 10.29024496994364 9.9345247385682747 42.793802283079586 3.8955651345723199
leaf_weight=23668.920080273529 25.733661554404538 3.1548791035311288 68.497742133331485 1.6024488693801675 2.0785521750804032 6.8988665775395912 4.1070857149315989 0.2575033443281417 30.287209902307954 2.5583605648716907 0.78547782730311044 1.4598031318746496 3.6068993626395232 0.23342029773630191 2.8714401705656205 8.3364392048679274 0.33160502614919085 4.0459518274292341 73.755256458534859 2.7306469751056284 2.1304233523551375 0.83734900457784522 0.32975248410366464 0.34457282046787441 0.46498805342707772 0.22230504546314467 0.58725582843180646 3.3308705978561193 0.22971521364524961 1.2726963852765028
leaf_count=12776455 13891 1703 36975 865 1122 3724 2217 139 16349 1381 424 788 1947 126 1550 4500 179 2184 39813 1474 1150 452 178 186 251 120 317 1798 124 687
internal_value=-6.29824 0.125988 -6.31214 -3.40932 -4.32343 -1.58205 3.39759 -5.09098 -6.3211 -3.56517 6.16431 -4.53805 -4.16628 2.93899 12.2878 -6.32526 17.8606 -2.46454 -6.32727 -4.8872 7.2882 14.5633 19.122 20.5039 16.6019 7.9875 -5.21639 4.58026 26.6381 -5.12061
internal_weight=0 51.6285 23870.4 73.4885 71.886 45.2706 15.4669 69.3425 23796.9 35.8004 11.3598 33.0197 29.8037 4.07003 6.35792 23761.1 3.20305 12.3824 23748.7 79.7834 6.02817 3.89775 3.0604 1.13005 2.54354 2.78067 69.085 10.2297 0.463136 31.5599
internal_count=12913069 27869 12885200 39669 38804 24437 8349 37431 12845531 19325 6132 17824 16088 2197 3432 12826206 1729 6684 12819522 43067 3254 2104 1652 610 1373 1501 37292 5522 250 17036
is_linear=0
shrinkage=1


Tree=32
num_leaves=31
num_cat=0
split_feature=364 139 206 205 351 707 291 27 722 771 771 351 707 205 403 139 139 199 600 414 707 199 634 679 275 649 199 199 366 771
split_gain=655711 324172 230192 141104 121171 109401 60555.9 55986.7 54441.6 51960.5 49690.4 49124.5 47819.6 46137.9 30791.6 24989.6 24460.4 22608.4 22300.9 19773.5 19066.8 25785.5 17019.9 16534.9 16350.5 16268.6 16264.2 16200.6 15853.7 14436.8
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 9 10 -6 12 25 -2 24 16 -4 -3 18 19 -7 23 20 -1 -22 -21 -12 -10 29 -14 -15 -27 -5
right_child=6 14 13 5 7 17 -8 -9 11 -11 15 -13 26 27 -16 -17 -18 -19 -20 22 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-5.6122696009648481 -1.4480114493364633 12.691607202869561 -1.7267391282433118 -4.8580495454085391 13.251564820755933 2.6322354808096655 8.2697035179759855 -5.0949087250055873 -3.3815410357351152 1.175779764713746 2.949544309193044 12.821669239985164 -1.9304910951204017 2.826387416474299 0.14989044360852866 13.210456235104823 -1.5228103451914841 11.656318631285524 11.286162606391853 -2.7534935594098835 -4.6868087149431377 3.8231386261264859 15.053630141094994 -0.73530845933432154 7.6526592692076125 -2.5654175276138109 5.5700993758222896 12.844353428153875 17.315887769244533 -3.4042613471516163
leaf_weight=49376.429278903641 52.571757639292628 10.399406630080192 58.668497149832547 176.91806073929183 4.9822399949189267 11.148878429783506 12.100280455313621 2.4969449078198522 12.620639114174994 18.868826294085011 43.787792815826833 2.5707271057181051 13.261379253817724 20.620182675775144 2.4115128892008206 2.1785164747852823 14.663241013884543 3.6968764420598736 2.6561591243371359 16.057336226804185 144.92376976646483 3.650277159176766 0.55530812102369864 16.868940403684974 1.502826872980221 0.97081839339807519 3.6968764420598736 1.7513563816901285 0.68345614895224571 111.26743770414032
leaf_count=12715156 13538 2678 15108 45559 1283 2871 3116 643 3250 4859 11276 662 3415 5310 621 561 3776 952 684 4135 37320 940 143 4344 387 250 952 451 176 28653
internal_value=-5.55609 -5.57454 -5.57862 -5.58726 -5.60084 -3.50572 1.53229 7.12655 -5.60276 -3.90896 0.841776 0.106889 -5.60468 -0.253326 10.3308 2.67985 -5.6065 4.8794 2.31751 -5.60771 -5.60887 -4.47773 -2.15826 1.92477 -2.20743 -4.23998 -0.295373 3.61064 5.64846 -4.29675
internal_weight=0 50014.8 50002 49921 49597.4 323.554 130.163 7.47918 49589.9 308.709 118.063 16.6942 49573.2 81.04 12.8109 65.4914 49556.3 14.8458 63.3129 49541.6 49525 148.574 16.6126 60.6567 14.1235 289.84 16.9583 22.3715 1.65427 288.185
internal_count=12913069 12879550 12876251 12855382 12772062 83320 33519 1926 12770136 79497 30403 4299 12765837 20869 3299 16865 12761470 3823 16304 12757694 12753416 38260 4278 15620 3637 74638 4367 5761 426 74212
is_linear=0
shrinkage=1


Tree=33
num_leaves=31
num_cat=0
split_feature=743 511 63 444 205 63 185 231 63 552 718 253 205 205 350 188 390 423 183 205 743 723 205 771 27 283 511 214 771 205
split_gain=349090 181824 138423 94834.1 93657.4 87672.6 74689.8 43135.7 39884.1 38845.3 38233.5 37327.7 35401.1 34289.7 45120.9 30810 29554.5 54739.5 25005.4 29722.4 24560.6 20860.4 20744.3 20477.6 18985.3 21654 28549.8 18620 18499.2 17701.2
threshold=4.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 12 -5 18 20 13 -11 -7 16 -10 28 -8 21 -18 19 24 -1 -2 -22 -21 25 26 -3 29 -15 -4
right_child=4 7 3 6 -6 11 15 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.2590983405805778 2.1756976269319166 13.885559334234014 2.4136898382258307 17.240027420489866 46.355940539173766 35.487167666817449 23.435290509538859 -2.7896183746288825 -4.0266375828724907 -6.0049269687514615 90.433027239239863 126.36687400827893 21.998412850382884 27.393106002385021 103.49980946592321 118.7546825716488 -3.1006621448766012 114.32020525664797 0.85721987929437571 65.755830299304193 -4.4022962490715019 110.65652764661183 7.544426512951472 10.967238915339408 -3.7890982970884752 90.91453915370063 47.408521470605947 38.794522230794577 -0.65986071008496872 40.452090518152353
leaf_weight=9537.7048446219414 4.2151456135325125 0.77360494015738346 2.1279698689468209 0.22399682831019152 0.84777607535943378 0.093455630354583152 0.042277547065168619 0.77360494015738357 15.240684861317282 0.076396269258110716 0.089005362242460251 0.087521939538419247 1.5078991786576805 0.37456423277035245 0.054144928697496542 0.17133532231673598 0.094939053058624157 0.068237444385886192 0.36714711925014842 0.30929363379254926 9.1015400006435794 0.017801072448491939 1.7296708729118098 0.087521939538419247 0.22696367371827353 0.051919794641435035 0.37827278953045607 0.17133532231673587 0.63119636056944728 0.12979948660358775
leaf_count=12859052 5683 1043 2869 302 1143 126 57 1043 20548 103 120 118 2033 505 73 231 128 92 495 417 12271 24 2332 118 306 70 510 231 851 175
internal_value=-7.2147 -7.23095 -7.23863 14.7323 15.2168 10.8784 57.5841 17.5149 -7.24521 -2.32786 45.8899 79.4372 8.77683 -2.81712 14.5749 99.8894 4.24174 46.0026 24.6719 29.4561 -7.25369 2.6319 -2.49449 53.6716 22.74 27.7418 24.8944 7.01237 9.78759 4.60052
internal_weight=0 9570.84 9567.87 2.86671 6.93278 6.085 0.43761 2.96833 9565 16.466 0.165402 0.180978 5.90402 16.3006 1.05991 0.213613 4.39612 0.163176 2.19472 1.82758 9548.54 4.23295 10.8312 0.396816 1.43076 1.2038 1.15188 2.4291 1.00576 2.25777
internal_count=12913069 12903722 12899720 3865 9347 8204 590 4002 12895855 22200 223 244 7960 21977 1429 288 5927 220 2959 2464 12873655 5707 14603 535 1929 1623 1553 3275 1356 3044
is_linear=0
shrinkage=1


Tree=34
num_leaves=31
num_cat=0
split_feature=128 517 465 508 717 508 355 355 181 679 465 482 717 480 38 142 501 517 488 355 630 462 163 508 618 717 142 142 723 720
split_gain=702350 521792 461306 287872 424912 195089 126006 113498 98765.2 92359.6 62896 97015 54411.4 50334.6 49141.7 47265.8 40406.8 33907.9 33551.3 25938.2 23160.2 20890.4 19217 16265.5 22987.2 18545.2 14951.1 13703.4 12994.8 11927.2
threshold=1.5000000000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 1.0000000180025095e-35 15.500000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -2 9 15 10 16 13 27 22 17 -13 20 -6 23 -10 -15 -5 -19 26 -1 25 -25 -4 -12 -28 -9
right_child=5 -3 12 4 6 -7 -8 29 18 -11 11 14 -14 19 -16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.687301913028274 -4.7305247547124685 1.0689573259288112 -1.5573928623832867 -3.1152049739057572 1.8669991879307881 5.6129872929782927 -4.5140187373471274 -4.6661623667356782 -1.4693253843676808 -3.6925348991499156 -3.9614950703042466 -4.0566547211870576 3.8104253513887851 1.5787337889176847 5.489488899321973 1.6668559910634517 5.6141592771525417 -1.3871069655065447 5.3371476866430285 -4.7088465526908134 -0.13011825492977014 -3.9706288696993699 4.0401017142707367 -3.4510454726672792 -4.715336166414767 0.43377291267284601 2.9372582989018792 -1.0528773460514649 -3.6422868095951988 5.4430302160733177
leaf_weight=121843.10058279335 23.190654629841447 159.55286290310323 63.486952470615506 375.62872076407075 118.78328639641404 85.325382340699434 37.311744621023536 843.99108380265534 44.130820909515023 25.701929183676839 339.61124841310084 7.7656336203217533 48.177836440503597 19.452719043940306 17.64653311483562 23.915060751140118 37.978198252618313 45.763149369508028 8.6638972107321006 9.9002169910818356 27.923441288992763 99.021487407386303 9.0212708972394449 148.51291361451149 209.97152894549072 13.396683869883416 15.241504792124035 17.00905572809279 3.7379355859011403 1.1687085423618544
leaf_count=12614792 2401 16519 6573 38890 12298 8834 3863 87381 4569 2661 35161 804 4988 2014 1827 2476 3932 4738 897 1025 2891 10252 934 15376 21739 1387 1578 1761 387 121
internal_value=-4.63907 -4.64607 -4.6534 -4.65985 -3.27935 3.4025 0.781038 -3.98056 -4.67662 1.86382 -4.67848 -3.39738 1.09049 -4.68248 2.57231 -2.65267 2.77481 -4.68347 -0.352347 -0.541954 -2.90865 -3.15404 -0.341835 -4.68529 -4.02494 -3.12961 -0.821189 -3.82277 1.64144 -4.65218
internal_weight=0 124616 124456 124316 1492.4 108.516 219.775 1272.63 122824 182.463 122771 382.032 139.666 122389 25.4122 427.467 156.761 122360 52.7947 29.3529 403.552 144.785 91.4877 122215 371.881 161.91 82.4664 356.62 18.9794 845.16
internal_count=12913069 12901834 12885315 12870855 154513 11235 22754 131759 12716342 18891 12710876 39553 14460 12671323 2631 44257 16230 12668284 5466 3039 41781 14990 9472 12653294 38502 16763 8538 36922 1965 87502
is_linear=0
shrinkage=1


Tree=35
num_leaves=31
num_cat=0
split_feature=462 717 383 748 462 462 607 515 515 467 13 684 463 65 463 717 684 289 462 519 591 519 519 515 607 301 462 160 13 591
split_gain=5.27389e+06 450700 397415 278240 232692 111546 106116 90803.1 85808.6 88938 66079.9 59189.8 43366.3 37709.2 34605.6 30527.7 28350.8 29922.2 27829.5 26562.7 23024.8 22474.7 18783.8 14163.7 13852.6 13593.2 13524.2 12562.2 12132.8 11262.1
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 10 7 8 24 9 15 11 14 13 16 20 -3 17 29 23 -5 26 -18 -13 27 -1 -26 -2 -7 -20 -6
right_child=2 6 -4 19 12 18 -8 -9 -10 -11 -12 22 -14 -15 -16 -17 21 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.81572994652791 -1.8648772030853673 -2.6383254854120359 -2.6977278468321111 -2.6049739798550573 -1.4367951773293213 -2.7070299433602254 -1.4419258960721428 -1.9297054628140882 -1.8425198913750171 -1.8061278810298937 -2.3497399759738653 -2.3314456639149883 -2.7045023210691155 -2.1658936192520342 -2.8063220658864649 -2.2830470434237577 -1.8116235013336726 -2.2491856726527266 -2.4335593120415706 -1.9586279320966034 -2.1325151480254196 -1.4877725232118735 -1.7553401049398256 -1.7448620406916633 -2.6966548986109777 -1.5888844470835901 -1.642617719597715 -1.8594666833413147 -2.6618537167341398 -1.8156189070459989
leaf_weight=686127.60445505008 4272.3385418392718 10340.93400541693 5146.3632777184248 4132.4497399590909 22190.935589086264 20368.33273538202 1300.7291800826788 1159.594707660377 2567.5138378925622 1795.7586535215378 3848.1877222470939 3293.6774804219604 324.06119153276086 941.54007926210761 329.91584308072925 3156.9028548970819 5146.0518600828946 478.46205522865057 8209.8408419564366 751.45075453445315 1547.4342309497297 3671.9876240640879 683.37485940754414 156.5185036174953 288.80871519073844 179.68797570094466 7621.82206254825 176.38694876432419 3249.2693255953491 813.54743105918169
leaf_count=11016197 68595 166030 82628 66349 356289 327026 20884 18618 41223 28832 61785 52882 5203 15117 5297 50686 82623 7682 131814 12065 24845 58956 10972 2513 4637 2885 122373 2832 52169 13062
internal_value=-2.71656 -2.79261 -1.85436 -1.78208 -1.71803 -2.80535 -2.31396 -2.81387 -2.37747 -2.46727 -1.97408 -1.89263 -1.55329 -1.54207 -1.79449 -2.55523 -1.52388 -1.46647 -2.62332 -2.50553 -1.76966 -1.67677 -2.23245 -2.69253 -2.81536 -2.27178 -1.72245 -2.69975 -2.49829 -1.45019
internal_weight=0 739078 65193.6 60047.2 55163.3 719916 19161.8 687756 17861.1 15293.6 21596.8 17748.6 33566.6 33242.5 13771.5 13497.8 32301 23482.9 32160.3 4883.9 13441.6 8818.04 3977.05 20701.2 686596 468.497 11894.2 20544.7 11459.1 23004.5
internal_count=12913069 11866346 1046723 964095 885681 11558691 307655 11042337 286771 245548 346749 284964 538932 533729 221110 216716 518612 377033 516354 78414 215813 141579 63854 332371 11023719 7522 190968 329858 183983 369351
is_linear=0
shrinkage=1


Tree=36
num_leaves=31
num_cat=0
split_feature=516 419 462 388 129 441 517 634 188 301 107 742 164 590 686 516 181 38 748 462 6 164 308 724 679 516 462 27 221 631
split_gain=326686 249819 168660 113867 91754.7 114944 85911.8 71311.2 63667.6 71835.9 54494.5 54352.7 51030.7 50642.7 46602.4 43776.4 38429.9 49905.7 31423.2 30849.8 27552 25360.8 24614.3 28840.5 24299 25749.1 23950.3 23559.7 21792.4 20965.4
threshold=1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 5 -3 11 8 9 28 12 15 13 18 -9 16 -1 22 20 -17 24 27 -18 -24 25 -11 -6 -5 -2 -19
right_child=1 4 -4 21 26 -7 -8 14 -10 10 -12 -13 -14 -15 -16 19 17 29 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4681249601508837 -3.7288449697562629 -1.4754330979737111 -5.2880399405689573 9.6026736076442685 14.499619600714396 11.680107305524217 -2.0805018106530255 -4.6938206181067894 -4.8411823836625931 0.20832955609941184 -4.9435323477825399 3.7020385448855979 -4.6740472561471815 6.5089850246416532 12.552655806532293 -4.6710241023329786 -4.5201881736446472 -1.2884033732248774 -5.1656616683537679 -5.470024425663583 -4.0250074139396066 -3.3709716113730201 -3.9831053378979511 5.4981287447520497 -4.0097951513486763 4.2359322823946144 -2.9023300304149848 -4.2814186638632235 2.9448824235476199 16.562194956827625
leaf_weight=54716.606679914054 242.95461342157796 32.376522339880466 586.4504068098031 10.225825332570819 7.5578268324024958 8.3555223299190384 75.956835678778589 2.3390054418705395 172.64474078454077 34.981426280923188 26.661957984790206 6.4942328357137731 19.46917824447155 13.957417829427866 4.7456121970899403 1213.1371153248474 134.8961674105376 1.0906345220282665 10.279906383249907 803.16219038935378 10.735088559798895 2.3885797383263698 7.6164146373048407 5.543307694606483 7.4181174514815202 29.059551231563091 0.88332382775843132 1.3880803007632483 4.9934836793690911 1.6584855541586876
leaf_count=12141023 53909 7184 130127 2269 1677 1854 16854 519 38308 7762 5916 1441 4320 3097 1053 269182 29932 242 2281 178213 2382 530 1690 1230 1646 6448 196 308 1108 368
internal_value=-5.40657 -3.79408 -4.08493 -2.8976 3.18966 1.22321 -5.44138 -3.11264 -3.23589 -2.54391 -0.836574 -5.44587 0.0331552 0.894229 6.85869 -5.44691 -5.46373 -3.86958 0.0467752 -4.98929 0.698687 6.01325 -4.11747 0.0107022 1.40831 2.03591 12.6786 7.94326 -3.59444 9.48048
internal_weight=0 1229.87 1180.69 594.243 49.1732 40.732 56966.2 580.24 573.155 400.511 152.563 56890.2 125.901 106.432 7.08462 56883.7 54867.4 150.805 92.4741 2016.3 82.1942 14.0025 148.056 13.1597 71.4591 64.041 8.44115 11.6139 247.948 2.74912
internal_count=12913069 272894 261983 131856 10911 9038 12640175 128749 127177 88869 33852 12623321 27936 23616 1572 12621880 12174485 33462 20519 447395 18238 3107 32852 2920 15856 14210 1873 2577 55017 610
is_linear=0
shrinkage=1


Tree=37
num_leaves=31
num_cat=0
split_feature=383 508 370 427 107 301 501 579 491 355 254 383 516 582 220 462 679 461 399 491 220 87 302 462 394 462 183 462 463 603
split_gain=1.75157e+06 453681 253090 181149 177591 143988 108328 101320 74164.4 63817.3 63206.5 40180.4 37681.2 33588.5 32664.4 26974.1 31793.6 28597.9 26411.1 24227.9 24226.7 23023.1 20028.5 19643.3 18887 18189.6 17459.9 18306.3 16194.7 14763.5
threshold=1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 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 6 12 9 26 10 -3 13 28 14 15 19 16 17 20 24 25 22 -6 -7 -10 -9 -1 27 29 -2 -4
right_child=11 3 7 -5 21 8 -8 18 23 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.2029375630307348 -1.5833122858663817 -2.4516916893214256 -2.7207750469882903 -3.1923614030164784 -2.5204587718473972 -3.0324418392326407 -3.2220849792485637 -2.3784208798298017 -1.8911030325203166 -1.4799590852971174 -1.854954639855376 -1.0804253028238389 -2.9445958822541316 -1.3139950227882373 -1.7890295299249712 -3.1760637846615265 -3.2052794884984843 -1.9198764285372998 -3.0098365286298683 -1.962475774099113 -1.9536711763195544 -0.86797065962120445 -2.3759672956249651 -2.860148458015801 -1.7839556202753046 -3.0923817518526406 -3.1400651272983797 -3.1884131382119283 -3.1720017415127728 -2.9687423893573284
leaf_weight=397775.08566710353 2684.9217152260244 1584.8364130780101 8053.5814855135977 1832.2213874533772 91.015011932700872 62556.608786836267 1070.7897130772471 1001.6301406100392 673.84082220494747 1178.3336937353015 427.93542303517461 2743.6819876767695 5963.7026444002986 108.43172578141093 164.5287628620863 20668.862424183637 10828.757288280874 235.46382557600737 339.96410866826773 158.5681884624064 210.77605643123388 1144.7261997796595 468.2221422046423 303.35519072413445 1145.8675863668323 15460.377238295972 2202.3688303157687 1316.4837443605065 65.735412705689669 3420.9469696432352
leaf_count=9409544 63513 37490 190511 43342 2153 1479804 25330 23694 15940 27874 10123 64903 141074 2565 3892 488931 256159 5570 8042 3751 4986 27079 11076 7176 27106 365722 52098 31142 1555 80924
internal_value=-3.12767 -3.14574 -3.15616 -2.34017 -2.03219 -3.16883 -2.3682 -2.78194 -3.05868 -2.0373 -3.06755 -1.3512 -3.19417 -3.07301 -3.19777 -3.07502 -3.04691 -3.01989 -2.19087 -3.19833 -3.02399 -0.98968 -3.02756 -2.19193 -2.06122 -3.1988 -2.88 -2.83522 -1.62128 -2.7947
internal_weight=0 540387 533485 6901.92 5069.7 516005 3833.96 17480.8 96482.3 2763.17 95505.1 5494.34 419522 95077.1 413559 94968.7 74299.8 63471.1 2487.46 413394 63235.6 1235.74 63024.8 977.196 2147.5 413235 14993.4 12791 2750.66 11474.5
internal_count=12913069 12783098 12619830 163268 119926 12206313 90694 413517 2282330 65364 2259214 129971 9923983 2249091 9782909 2246526 1757595 1501436 58842 9779017 1495866 29232 1490880 23116 50800 9775266 354675 302577 65068 271435
is_linear=0
shrinkage=1


Tree=38
num_leaves=31
num_cat=0
split_feature=40 618 40 462 507 375 717 13 724 591 142 370 472 614 467 301 462 515 566 762 616 671 462 129 589 714 516 301 591 333
split_gain=4.89015e+06 189064 87946.3 77702.5 55520.6 44183.6 42754.7 33496.5 24575.1 22233.9 17269.4 93223.5 40727.9 32234.6 16716.4 15411.5 14699.7 13535.9 11247.4 11694.7 11241.2 10917.7 10750.8 10614.6 12596.1 10181.6 29752.8 16018.1 9379.36 9285.17
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 14 6 7 21 15 -9 -1 12 25 18 16 -8 20 -10 19 22 29 23 -13 24 -2 -12 27 -27 -19 -4
right_child=1 -3 4 -5 -6 -7 8 9 17 -11 11 13 -14 -15 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.6525802194286765 165.30175276216414 10.162199773068458 162.95565885146561 14.851165819948182 -3.1069130852247122 38.514214751482967 99.028720558767972 49.633530140242115 176.20727081140612 143.70365898625954 -6.4226604772194031 111.49326654609723 93.292141864987457 161.39957615558933 84.367719440700782 8.7449820559629323 76.852416346564269 15.978461284066992 -7.6947434624585105 -2.0582661418570725 105.03480294957374 84.367719440699432 8.0873930352251602 83.356044024180605 120.73371629219048 -1.5970998156257279 120.96397798605426 109.20997133519896 136.4690033913831 84.367719440698096
leaf_weight=6538.870982003049 0.39538373937830318 0.11760131735354651 1.3220010157674549 0.070966312196105719 0.021796795888803788 0.056266147526912391 0.030921036028303206 0.059307560906745493 0.029907231568358839 0.043593591777607799 3.8519500455586231 0.048662614077329525 0.04257978731766332 0.035483156098052859 0.030414133798330911 0.048662614077329636 0.021289893658831605 0.012672555749304593 0.024838209268637002 0.01774157804902643 0.035483156098052748 0.022810600348748267 0.012672555749304593 0.019769186968915164 0.075528432265855372 0.27879622648470093 0.02331750257872045 0.01368636020924896 0.013179457979276776 0.0152070668991654
leaf_count=12899669 780 232 2608 140 43 111 61 117 59 86 7599 96 84 70 60 96 42 25 49 35 70 45 25 39 149 550 46 27 26 30
internal_value=-7.59558 133.866 140.123 115.177 155.285 123.988 130.386 141.561 79.4912 89.4859 -7.64839 -1.34952 -4.01332 79.107 157.709 43.8234 159.309 130.399 51.0071 69.4455 160.588 151.996 90.1284 155.14 158.154 -5.00744 12.2546 3.58798 77.405 162.062
internal_weight=0 2.44276 2.32516 0.878968 1.44619 0.808002 0.751736 0.616393 0.135343 0.102901 6543.22 4.34973 4.21033 0.139398 1.4244 0.0795837 1.39398 0.0557592 0.103915 0.0790767 1.37269 0.513492 0.0613352 0.490681 0.470912 4.16775 0.3158 0.292483 0.025852 1.33721
internal_count=12913069 4819 4587 1734 2853 1594 1483 1216 267 203 12908250 8581 8306 275 2810 157 2750 110 205 156 2708 1013 121 968 929 8222 623 577 51 2638
is_linear=0
shrinkage=1


Tree=39
num_leaves=31
num_cat=0
split_feature=462 463 748 309 421 137 463 724 516 519 516 513 723 462 323 410 84 321 718 308 424 397 684 196 309 684 383 724 301 723
split_gain=1.03438e+06 545503 462314 265541 212099 110040 68578.2 68005.8 93565.6 61178.5 53432.3 44813.1 43538.9 43132.5 44386.2 43351.2 42243.5 54555.5 36613.2 34305.8 26208 27100.5 22800.7 22418.1 22122.7 20253.7 20144.2 19562.6 19435.2 18535
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 9 24 8 19 10 13 -6 -5 14 15 16 20 -18 -16 26 21 22 23 29 28 -17 27 -4 -1 -2
right_child=1 -3 7 12 11 -7 -8 -9 -10 -11 -12 -13 -14 -15 18 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.4420228550570657 -3.0025243900210614 -0.96471676311144128 -1.360453619629522 -2.2787946784822335 -2.4573514360907867 -3.3359808030769273 -1.2916723292282422 -0.5158666394885163 -2.7423500243652166 -3.2948195362940091 -3.2244796675919436 -1.0629491160383253 -0.71362642476897875 -3.1269924514236251 -1.8029826036188541 -3.1017951760494102 -2.6790381778878047 -1.4002888506532181 -3.4534250817036662 -2.9858765719344111 -1.417798321568851 -3.2122627226560447 -2.6175296115304816 -2.2093688076312796 -3.1205431908847521 -0.76062097346131452 -2.7566650310880099 -2.1054893977638849 -3.3756463368895089 -2.2565263511952445
leaf_weight=324890.71039717644 8860.3797314688563 1338.7363378331065 1596.8193908035755 353.47842089831829 746.61786194890738 13530.203704945743 149.88293766975403 291.44278954714537 1423.7531210482121 5937.1569963544607 5525.8887287601829 333.39518554508686 357.45463192462921 5498.7965790554881 712.07874074578285 49.601547718048096 2236.4839154854417 392.12853994220495 165.6866916641593 195.91263480484486 114.93945602327585 2837.5994112342596 2781.5280964225531 399.57551144063473 2279.5819994062185 144.89582553505898 141.96421232074499 452.24345918744802 51042.856821678579 346.06514610350132
leaf_count=9641617 262945 39729 47388 10490 22157 401529 4448 8649 42252 176194 163989 9894 10608 163185 21132 1472 66371 11637 4917 5814 3411 84210 82546 11858 67650 4300 4213 13421 1514773 10270
internal_value=-3.36404 -2.95859 -3.00836 -3.42267 -3.42629 -3.09285 -3.43028 -1.98816 -2.10076 -3.00148 -2.94355 -2.02691 -1.49183 -2.88029 -2.80904 -2.84261 -2.85868 -2.48828 -2.11452 -1.71806 -2.92215 -2.93351 -2.86965 -2.94266 -3.43113 -1.35768 -1.6047 -1.52489 -3.43301 -2.97448
internal_weight=0 54973.9 53635.1 380154 379443 49533 378363 4102.14 3810.69 36002.8 30065.6 1080.01 710.933 24539.8 19041 18163.2 17968.7 2628.61 877.765 2386.94 15340.1 15225.1 12387.5 9606.02 378213 194.497 2191.03 2049.06 375934 9206.44
internal_count=12913069 1631432 1591703 11281637 11260539 1469966 11228488 121737 113088 1068437 892243 32051 21098 728254 565069 539020 533248 78008 26049 70836 455240 451829 367619 285073 11224040 5772 65022 60809 11156390 273215
is_linear=0
shrinkage=1


Tree=40
num_leaves=31
num_cat=0
split_feature=515 467 717 724 684 724 515 513 591 591 301 462 462 717 516 684 630 513 630 301 717 591 698 467 199 410 482 137 11 594
split_gain=1.25956e+06 636669 196653 187681 183117 144042 130389 168224 88803.3 114906 181821 86645.9 77405.4 74479.1 72048.2 61429.2 115170 180251 52579 47823 47256.9 50697.3 46867.1 46362.2 45182.9 40368 36531.1 55183.2 34021.4 33531.3
threshold=1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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 20 15 5 25 -4 18 8 9 12 11 -11 13 -8 -9 -3 17 26 24 -7 -1 -22 -13 -19 -6 -2 27 -17 -15 -14
right_child=4 2 3 -5 6 19 7 14 -10 10 -12 22 29 28 -16 16 -18 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2974911331545647 -0.084372314189140596 -2.0062029836131297 2.3346474702314683 0.30200651995446837 8.0618874456689706 40.198691960242542 5.7939193006321652 36.254557003968969 -0.42322672678699025 5.0105780095002981 0.14895557067445164 41.346303938793227 -1.7200591092328894 17.632849072726934 -4.8775983658609761 11.256859760783694 -5.991338660029137 -3.1888193422176077 -5.3780498502311556 3.4624398272661718 -4.9112510813219448 2.1949095366882769 -6.3138496850343069 39.608240387956158 -3.9708216920644905 27.215842418766567 -6.0755140375554868 -1.8074685071010785 37.793035431281083 43.33941020638639
leaf_weight=25717.435098811984 71.209825426340103 29.482454732060432 1.6534664481878261 4.3682932108640671 11.936779096722608 4.0118211507797241 6.1365557461977058 3.3733937889337535 7.6732121407985678 0.91836869716644187 2.5375977158546448 4.0138351172208786 6.9441562891006461 3.1820669770240784 0.48737987875938404 9.8402400314807981 7.4416060000658026 0.28799720108509008 7.1596506983041754 0.38869552314281453 78.782339245080948 11.505790278315542 0.21750837564468373 2.0904971659183502 4.2253015935420981 0.54578490555286308 2.5174580514430991 4.8153937608003607 1.1358770728111265 0.16917318105697621
leaf_count=12769545 35358 14639 821 2169 5927 1992 3047 1675 3810 456 1260 1993 3448 1580 242 4886 3695 143 3555 193 39118 5713 108 1038 2098 271 1250 2391 564 84
internal_value=-6.21454 -6.26422 3.47868 16.0997 3.53399 27.4986 7.60543 11.3136 8.99818 11.8607 22.0576 32.8534 7.39872 12.8741 31.0621 1.14954 4.59631 8.62611 1.75588 36.9538 -6.28947 -4.00568 38.8964 34.4262 4.91614 0.123278 5.05277 6.96432 22.9362 -0.64843
internal_weight=0 25874.6 66.8979 10.4223 131.866 6.05398 60.1109 36.7891 32.9284 25.2551 7.68731 5.14971 17.5678 10.4545 3.86077 56.4756 26.9932 19.5516 23.3217 4.40052 25807.7 90.2881 4.23134 2.37849 16.1621 71.7556 17.1731 14.6556 4.31794 7.11333
internal_count=12913069 12847593 33217 5175 65476 3006 29847 18267 16350 12540 3817 2557 8723 5191 1917 28042 13403 9708 11580 2185 12814376 44831 2101 1181 8025 35629 8527 7277 2144 3532
is_linear=0
shrinkage=1


Tree=41
num_leaves=31
num_cat=0
split_feature=510 406 462 748 462 181 742 724 502 465 8 516 679 370 462 717 603 301 537 508 87 677 597 269 714 27 714 308 742 583
split_gain=1.22002e+06 835649 362716 283924 355024 152051 127324 94719.8 80029.3 174735 74153.8 72517.2 45887.4 44229.7 46415.3 41420.5 39322.7 38296.5 83245.8 55566.2 333321 50665.9 179432 34165.1 33278.9 31762.1 26218.8 25682 22480.6 20156.8
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 11 6 8 -7 17 -10 -8 24 -9 14 16 -13 -2 19 21 -1 -21 28 -23 -3 -5 -20 -16 -6 -19 -24
right_child=2 23 -4 4 27 7 10 12 9 -11 -12 15 -14 -15 26 -17 -18 18 25 20 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2266603177058482 0.040272936268830328 1.7143510046427455 -3.8124533153589661 -2.7116343986578602 -4.0991778416940363 -3.6665037467323716 -4.0569548079122324 -1.7999110032934555 -4.2327299456477823 2.0685562475423795 2.1249511568301189 0.018130116073525215 1.4527331413230762 -2.1872179794262072 -2.6256703794447138 -3.9318603069325779 -3.7967623376358368 -4.1423909553375333 -1.7175866209360424 -4.1892144061402847 2.050807062622467 -4.2078225358554171 -4.1341582340302958 -2.3493358806830038 -0.69938605444410173 -3.9747454635802231 -0.35200121300411125 -1.1393777347441847 -3.3485637057386972 1.8953785156328147
leaf_weight=157304.89467329532 860.64069912582636 248.49937169998884 496.57588570564985 335.56107254326344 1301.3523849919438 307.49585075676441 31.557713113725185 174.1390630826354 136.9745701700449 64.838179796934128 50.382711209356785 326.72804515063763 57.759228765964508 157.63195160776377 128.09455858916044 28.89527577906847 27.564057111740112 38248.480781301856 199.19729682058096 643.87131589651108 98.729440927505493 235.68834970146418 6.0296374931931487 22.568071760237217 108.84670279920101 90.742128923535347 83.960744418203831 29.991573505103588 360.10248021036386 68.894481383264065
leaf_count=10044117 54953 15867 31707 21426 83093 19634 2015 11119 8746 4140 3217 20862 3688 10065 8179 1845 1760 2442214 12719 41112 6304 15049 385 1441 6950 5794 5361 1915 22993 4399
internal_value=-4.14955 -4.17252 -1.52401 -4.18004 -3.03202 -4.19239 -4.19697 -2.51571 -4.1986 -2.20826 -0.255886 -1.36711 -0.98977 -0.620608 -0.396163 -0.302816 -0.0788035 -4.20064 -4.11218 -4.22259 -3.3596 -4.12475 -2.85269 1.37602 -2.21878 -2.42401 -1.72544 -4.0325 -4.13499 1.41014
internal_weight=0 200482 1754.47 200211 2131.38 198080 197540 539.394 197458 201.813 81.9404 800.031 231.898 1257.89 1100.26 355.623 888.205 197257 39209.1 158047 742.601 38919.2 310.612 271.067 444.408 289.939 212.055 1331.34 38608.6 74.9241
internal_count=12913069 12801044 112025 12783736 136091 12647645 12613204 34441 12607972 12886 5232 51083 14807 80318 70253 22707 56713 12595086 2503553 10091533 47416 2485040 19833 17308 28376 18513 13540 85008 2465207 4784
is_linear=0
shrinkage=1


Tree=42
num_leaves=31
num_cat=0
split_feature=565 589 655 104 571 336 373 394 616 565 356 373 590 629 13 741 373 13 10 394 397 397 336 616 244 397 117 199 399 684
split_gain=85313.9 538976 998147 478903 69918.1 135524 43030.9 81874.7 64034.6 57309.7 41314.3 34032 53879.4 90377.2 97664.8 29830.7 29651.4 27376.7 103153 50186.7 38089.2 34311.1 33865.1 31585.9 26970.3 21974.9 21894.2 21601.6 16530.6 15756.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.0000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 -3 -4 6 -6 -2 17 9 10 25 26 29 -14 16 -5 -15 -8 19 -19 24 23 -23 27 -20 -9 -1 -21 -17 -13
right_child=1 2 3 15 5 -7 7 8 -10 -11 -12 12 13 14 -16 28 -18 18 20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.002508103334713 -6.6998859586574966 -4.2615398917479599 -5.154777076962322 -7.046622400062736 -2.8074515400353599 96.177188041603429 -5.4811343311406784 88.309519562818409 -2.3638854372257985 0.053428053596836556 -7.0466224000627378 -6.3920588405733199 -5.6024011935887588 9.9395742548948753 -4.0632752774712255 83.399296517877829 78.067747613241153 -4.9032968422409251 5.1204427090310114 84.970031479365375 69.361037998039009 -1.2475319258118125 91.485196657889531 5.2002703642026953 89.445200404101783 -7.046622400062736 28.934248668175364 -7.046622400062736 16.774256932629015 -3.9356255470032
leaf_weight=12129.854416786693 215.14900274341926 7.3965492309071106 0.84573509870097074 0.037781980354339217 0.47179037006571789 0.19569128286093473 22.357244682498283 0.31775614246725925 0.4911657446064055 0.18309728940948844 0.062969967257231474 81.122755664400756 1.31558793131262 0.076532729435711988 0.33519397955387831 2.5982377259060745 0.38653872208669782 6.3919360609725109 0.25478617521002878 0.1695345272310077 0.27222401229664683 0.51732250023633242 0.042625823989510536 0.11431470979005098 0.044563361443579197 0.02615675562992692 0.16953452723100682 0.030031830538064241 0.037781980354338773 38.508556899614632
leaf_count=12520898 222085 7635 873 39 487 202 23078 328 507 189 65 83738 1358 79 346 2682 399 6598 263 175 281 534 44 118 46 27 175 31 39 39750
internal_value=-6.94741 -5.14785 16.5974 60.4338 -6.10851 26.2127 -6.19606 -2.73018 24.309 46.5145 67.422 -6.98531 -5.32171 10.5043 37.049 81.1798 66.8081 -3.69834 1.38736 -1.83038 42.2909 20.6476 5.81171 47.114 17.6736 81.0571 -7.00201 71.1229 82.4444 -5.60135
internal_weight=0 258.008 10.9161 3.51954 247.092 0.667482 246.425 31.2757 1.08115 0.58998 0.406883 12251.8 121.745 2.11385 0.798265 2.6738 0.463071 30.1946 7.83734 7.26577 0.571574 0.873829 0.559948 0.313881 0.29935 0.343913 12130 0.199566 2.63602 119.631
internal_count=12913069 266326 11268 3633 255058 689 254369 32284 1116 609 420 12646743 125670 2182 824 2760 478 31168 8090 7500 590 902 578 324 309 355 12521073 206 2721 123488
is_linear=0
shrinkage=1


Tree=43
num_leaves=31
num_cat=0
split_feature=514 265 453 283 616 614 491 565 684 24 97 617 289 62 491 220 394 322 513 334 628 485 137 193 220 111 223 125 394 491
split_gain=88180.2 273777 156166 76290.8 64071.1 47670.8 42636.1 33883.6 29400.5 26116.4 56879.9 27355.4 19972.5 16770.6 38306.4 27101.2 28779.5 19051.6 13460.8 12357.6 125097 410685 76685.8 60463.1 21452.1 14383.1 13429.9 20122.1 12159 10499.5
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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=13 2 3 6 -4 7 9 8 12 18 11 -11 -6 19 15 17 -17 -15 -2 -1 24 23 25 -22 26 -23 29 -28 -29 -21
right_child=1 -3 4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-8.4222600679185806 -3.4170310630339396 385.82993164258545 7.635255511447653 359.8310537447756 357.29869550803591 49.124766746996308 204.31924706007527 26.336356347215457 78.570465578159286 9.8300330506413118 249.45983528435767 248.72703352743997 136.60836472364761 -0.048509054451031375 296.21258737374535 31.08491173185098 265.12085568868656 183.03868404004697 91.963826919438418 -7.1520121074701466 -4.2603225226894414 209.1557386555173 -8.4863831400804397 296.21258737376746 147.76949917473598 381.50817036654286 10.135402682006148 246.68024241338691 45.924147308818995 125.44723027261935
leaf_weight=2941.2190413378266 1.6175637263950178 0.019527470067259745 0.024811373732518294 0.0059731084911619483 0.027338458094163798 0.015621976053807884 0.010338072388549446 0.0057433735491940743 0.0057433735491940743 0.092812916554976144 0.012405686866259202 0.0050541687232907853 0.0048244337813230223 0.54516101728950062 0.0045946988393552593 0.015162506169872358 0.0080407229688717052 0.0057433735491940743 0.014932771227904484 22.557444216872696 0.2366269902267949 0.0055136386072263113 0.0064325783750973633 0.0068920482590328893 0.0089596627367417581 0.039744144960423 0.042960434147970683 0.0066623133170651272 0.0055136386072263122 0.0059731084911608381
leaf_count=12802663 7041 85 108 26 119 68 45 25 25 404 54 22 21 2373 20 66 35 25 65 98189 1030 24 28 30 39 173 187 29 24 26
internal_value=-8.38725 13.3637 9.41762 3.05374 142.555 199.033 1.83814 252.684 286.979 0.637028 47.7378 22.1674 324.195 -8.40091 8.62086 6.3192 112.186 1.86024 -2.54456 -8.40423 -6.09138 58.5847 314.591 4.24363 -6.93517 360.511 -6.99646 42.2968 155.772 -7.11691
internal_weight=0 1.86269 1.84316 1.75908 0.084083 0.0592716 1.75311 0.0436496 0.0379063 1.74277 0.110273 0.0978671 0.0321629 2964.72 0.578702 0.574108 0.0232032 0.550904 1.6325 2964.14 22.9227 0.295209 0.0516904 0.243519 22.6275 0.0452578 22.6186 0.0551364 0.012176 22.5634
internal_count=12913069 8108 8023 7657 366 258 7631 190 165 7586 480 426 140 12904961 2519 2499 101 2398 7106 12902442 99779 1285 225 1060 98494 197 98455 240 53 98215
is_linear=0
shrinkage=1


Tree=44
num_leaves=31
num_cat=0
split_feature=373 373 373 356 214 620 356 581 441 571 513 684 441 397 188 69 631 356 335 169 508 441 230 188 710 514 684 565 394 441
split_gain=943766 200773 172766 92737.8 67899.8 649336 61627 56065.7 38246.3 33516.4 56351.3 53321.7 49391.9 30689.2 29994.3 28740.6 25426.8 21508.3 21379.3 19944.8 41626.1 19810.1 19073.1 17862.9 17325.4 16318.8 15844.7 72351.3 123731 168828
threshold=3.5000000000000004 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 9 17 -6 8 14 13 19 11 -11 25 23 15 21 -5 -1 -7 26 -21 -3 -8 -2 -20 -12 -4 -28 -29 -30
right_child=1 7 3 16 5 18 22 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-6.0876138289940034 8.6065517283776956 19.308588411469803 -4.9173171248301522 9.5442405243877317 -6.1025277473811155 -6.1327492551683189 10.266889883533036 1.2899011443732187 -4.6183656549000611 -2.8472890976316401 -0.58981099672374615 34.054529675682836 31.073054493157059 -0.74502110095829455 11.167591825666509 -3.938701122362668 -2.0748542497979243 -1.6519164253479923 31.718139913479206 -4.5890222976705441 34.105639950485788 28.206506464430412 26.54356588512109 -1.386993845710875 -2.7905612392457373 29.117730324263476 -4.6763154052229403 -4.4325686216001046 26.120168509065536 -5.8824456142864543
leaf_weight=30703.154706507921 11.208129674196252 5.9430836141109431 209.39054399728775 6.4425632357597333 52.942426949739456 0.16166731715202232 1.689061522483825 1.9400078058242787 6.6693800687789908 23.740966171026237 1.5515236556529992 0.39813593029975791 0.96759095788002003 8.2595108449459058 3.3467547595500937 0.41020065546035844 2.6614783704280853 10.93546688556671 5.2891755104064941 0.84211781620979198 0.41502654552459717 4.321584552526474 1.2547314167022703 2.1282175183296195 0.14960259199142445 0.20992621779441822 75.114978849887848 10.175389200448992 4.0151405334472647 2.7966032922267914
leaf_count=12724349 4645 2463 86778 2670 21941 67 700 804 2764 9839 643 165 401 3423 1387 170 1103 4532 2192 349 172 1791 520 882 62 87 31130 4217 1664 1159
internal_value=-6.0334 8.10067 -6.05483 -3.80872 -6.07955 -2.67716 3.43499 17.2233 2.00092 -4.08371 -0.698805 -2.23865 12.9216 4.04513 19.4278 22.0175 6.14751 -6.08603 29.7037 -4.38411 8.18542 23.0547 17.2045 7.01178 30.7689 2.95068 -4.43652 -3.34345 2.55029 12.9813
internal_weight=0 47.1707 31111.4 338.722 30772.6 58.5429 31.209 15.9616 28.2652 329.618 26.8681 24.1391 2.72904 21.5959 14.0216 10.6749 9.10404 30714.1 5.60045 302.75 1.25714 10.2647 2.94379 13.3363 5.43878 1.76145 301.493 92.1021 16.9871 6.81174
internal_count=12913069 19549 12893520 140377 12753143 24262 12934 6615 11714 136604 11135 10004 1131 8950 5811 4424 3773 12728881 2321 125469 521 4254 1220 5527 2254 730 124948 38170 7040 2823
is_linear=0
shrinkage=1


Tree=45
num_leaves=31
num_cat=0
split_feature=565 348 684 356 735 741 616 616 631 741 373 470 684 27 408 513 669 411 771 703 394 301 616 611 391 636 631 441 13 689
split_gain=3.52763e+06 1.10096e+06 281375 213183 913266 660656 184304 144658 143379 117384 95163.4 95949 86122.5 63827.5 55310.9 54755.2 137479 95926.2 56577.6 52703.3 54639.8 51221.4 44807.2 43791.4 39818.3 36531.1 32216.6 30071.3 27808.3 24891.9
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 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 6 9 8 23 -6 -2 -7 10 -3 15 27 13 19 -10 24 -17 -18 -19 20 28 25 -9 26 29 -11 -5 -12 -8 -1
right_child=1 2 -4 4 5 7 12 22 14 21 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9956598252785445 -3.5392999432442043 -3.2131119758601634 -3.7280768814652414 -3.9442008804319633 -3.8635656754322407 -3.7803660377793893 -0.1409712050383698 0.66831137972024113 -3.5438272342687398 0.62608127725208629 -3.626165899550942 0.01213007510910602 -3.3198127709476473 -3.7868591076441502 0.60115059485836664 -3.9761655725299248 -3.9271438441929578 -3.9676082232164163 0.82019485682850668 -3.442369380925911 -3.2058585834283493 -1.6820369931263857 -2.0701545576204774 -0.6880314722985057 0.2173762211831809 -3.0891538229850566 0.6289981761767196 -2.5458657836645049 -2.5346013939044987 -1.8929042704776871
leaf_weight=236233.95742209814 1494.5766147617251 89.049900740385056 181.32825651206076 9501.0658664721996 677.81710479035974 86.514672249555588 517.70158041641116 904.60121588408947 48.961600229144096 2269.7623387780041 1349.335751298815 85.643187455832958 289.70927449502051 92.575452860444784 94.00151888653636 715.19191855750978 93.605389434844255 29.590870041400194 148.76641558296978 78.710922051221132 76.829307155683637 104.3999169934541 63.974906448274851 41.672818318009377 22.440733438357711 26.778350934386253 15.429242143407462 318.48807916045189 53.556701868772507 56.309801558032632
leaf_count=11927109 75459 4496 9155 479695 34222 4368 26138 45672 2472 114597 68126 4324 14627 4674 4746 36109 4726 1494 7511 3974 3879 5271 3230 2104 1133 1352 779 16080 2704 2843
internal_value=-3.9104 -1.35119 0.0750924 -3.96429 -3.53968 -1.4275 -2.81453 0.137486 -3.98434 0.35205 -3.98623 -3.25224 -1.83785 -1.31387 -0.81841 -3.99165 -3.24844 -1.3347 0.0258608 -0.998876 -0.702112 0.484281 0.487434 -3.92262 -3.99476 0.582761 -3.93679 -3.41987 -0.365379 -3.99516
internal_weight=0 5274.98 2671.32 250487 11291.1 1732.91 2603.66 1055.09 239196 2489.99 239053 1753.47 1109.08 819.374 142.963 237300 987.155 271.963 178.357 726.799 648.088 2400.94 968.576 9558.17 236313 2296.54 9516.5 1667.82 571.258 236290
internal_count=12913069 266326 134871 12646743 570070 87492 131455 53270 12076673 125716 12069455 88530 55996 41369 7218 11980925 49840 13731 9005 36695 32721 121220 48902 482578 11931085 115949 480474 84206 28842 11929952
is_linear=0
shrinkage=1


Tree=46
num_leaves=31
num_cat=0
split_feature=624 350 528 142 88 273 277 3 260 65 538 509 38 245 544 229 735 355 273 104 355 350 609 429 88 528 260 88 271 375
split_gain=306496 577281 440858 323449 310918 235800 167851 135820 120118 102369 102059 98759.7 90991.2 78149.5 72697.6 62752.3 53274.9 51839.1 48019.5 131973 139068 91900.3 230271 94963.4 45680 40922 39947.1 102921 33106.9 32883.4
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 4 9 -3 13 15 10 -4 -2 -8 24 18 -5 16 17 -6 -1 21 -21 26 -23 -24 -12 -11 -20 -28 -10 -22
right_child=1 5 3 14 7 -7 11 -9 28 25 12 -13 -14 -15 -16 -17 -18 -19 19 20 29 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.9763771801084218 -5.3638822626092564 -3.3993341287898655 -3.4581411813998848 -1.6295940990066233 -1.5465267681959505 28.992568999329073 -5.916631182500999 -5.6838796928577286 6.0143043357814641 4.64042441591514 -3.1267549906227288 29.795482273081106 18.643946367449466 2.1394926576665192 28.471590299092689 28.682517839691243 28.15326648859179 22.485184071646678 -5.6282384081190884 -2.8912744506995449 19.824544217747004 -4.3330678309693864 -5.9978522127243403 28.36692127061481 8.3019338006599082 22.119073896987551 -4.8571038872096191 26.531820159965733 25.43741988376442 -5.8194060083912849
leaf_weight=33126.841190620326 772.43408223148435 3.2326116925105435 56.384367053397 0.93858921900391479 2.605965360999106 7.3734464822337031 1.2312082108110183 2.5479936739429823 3.721230197697877 4.4086087727919212 18.459841492585845 2.0869807340204716 2.6418525958433738 11.944928090088068 5.5266341660171747 4.6625799732282758 1.6397705767303703 1.369236037135124 1565.958816325292 10.622621513903139 4.6432560775429002 17.720012343488637 1.0352086974307884 3.6025262670591474 4.3147498508915296 1.9241078989580271 4.2954259552061549 1.3802782632410524 1.1483915150165556 0.56039297487586726
leaf_count=12000059 279811 1171 20425 340 944 2671 446 923 1348 1597 6687 756 957 4327 2002 1689 594 496 567262 3848 1682 6419 375 1305 1563 697 1556 500 416 203
internal_value=-5.89846 -4.07164 -4.34966 2.63425 0.796987 19.1199 -5.94553 14.9837 -5.06316 -2.10418 -5.15872 16.5446 1.07631 -5.94768 24.1016 20.1076 12.9871 6.73106 -5.95046 -5.4171 3.66962 -5.50732 0.858831 20.6962 -0.961538 9.95107 -5.59789 2.77639 10.5948 17.0629
internal_weight=0 895.334 884.728 82.0079 75.5426 10.6061 34751.9 12.8255 802.72 62.7171 797.851 3.31819 25.4164 34748.6 6.46522 10.2776 5.61497 3.9752 34736.7 1609.82 15.8263 1593.99 22.3577 4.63773 22.7746 6.33272 1571.63 5.6757 4.86962 5.20365
internal_count=12913069 324331 320489 29707 27365 3842 12588738 4646 290782 22719 289018 1202 9207 12587536 2342 3723 2034 1440 12583209 583150 5733 577417 8099 1680 8250 2294 569318 2056 1764 1885
is_linear=0
shrinkage=1


Tree=47
num_leaves=31
num_cat=0
split_feature=273 136 136 188 544 397 618 403 338 255 273 273 624 528 375 160 494 272 164 397 87 676 616 489 616 768 676 618 137 513
split_gain=2.20223e+06 887261 308655 287444 280937 276765 204024 140677 124963 114835 99022 96617.1 84168.5 74498.6 56393.7 52998.7 51969.2 46535.7 42733.4 50499.7 61660.6 40492.2 42600.1 41103.5 38951.9 35488.4 34683.1 28877.6 28759.9 28056.8
threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 9 12 6 8 11 15 16 -1 -4 18 -10 24 21 28 -14 19 26 -21 22 23 -6 29 -20 -2 -12 -3 -13
right_child=1 3 7 -5 5 -7 -8 -9 13 -11 27 14 17 -15 -16 -17 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3416649830974583 -2.6775348314269936 0.97392612977185333 -3.2278973415664849 -3.3667768516113803 -0.026609364021740411 -3.9992435141197991 -4.0952248817674555 -4.3443750263202059 1.961018434073142 -3.9955312548321578 -3.662771303412006 0.14106670268881683 -2.7483717571513147 -3.1597616072208399 -3.6607729753224931 2.5305935761402161 -3.9096452013707532 0.092721050662367688 -4.046986398920688 -4.105193259985076 1.069343548778888 -4.1978553952758997 -3.6416638710094329 -4.2048788511587603 -3.1225318117683165 -0.61344799949053685 -4.1894614443104219 -4.2256513999817988 -1.5000586350950531 -3.3924983847663599
leaf_weight=170959.60185328033 1075.9388696495444 989.33284407947212 326.81865794118494 228.87624710798264 194.54198301304132 363.41454503126442 145.18206114415079 345.70320995058864 291.43839321099222 53.529789266176522 2787.5210172263905 309.81408004648983 150.94919978175312 31.478965063579381 66.3362294761464 33.726452914997935 23.393662855960429 93.27781340572983 1508.0219428706914 707.18124029226601 23.803582023829222 51.805301732383668 55.013979356735945 26.786097348667681 49.444732731208205 30.715667302720249 176.63275592029095 1354.2457143450156 49.331651581451297 24.227636335417628
leaf_count=12094649 76118 69991 23121 16192 13763 25710 10271 24457 20618 3787 197205 21918 10679 2227 4693 2386 1655 6599 106686 50030 1684 3665 3892 1895 3498 2173 12496 95807 3490 1714
internal_value=-4.25367 -2.41722 -4.31936 -0.138627 -3.03487 -1.69782 -0.690116 -2.66631 0.0317987 0.523666 -4.32996 -1.91937 -3.4585 1.46183 -0.968654 -1.24429 0.751443 -1.66327 -3.58298 -3.2762 -3.93669 -1.63226 -1.1513 -0.532282 -0.502966 -3.97845 -2.89074 -3.84682 0.856424 -0.115218
internal_weight=0 6304.37 176224 1344.46 4959.91 1193.39 829.973 1122.34 684.791 1115.59 175101 776.641 3766.52 322.917 449.823 361.874 1062.06 244.227 3522.29 1983.56 730.985 328.147 276.342 221.328 383.486 1538.74 1252.57 4141.77 1038.66 334.042
internal_count=12913069 446007 12467062 95115 350892 84427 58717 79401 48446 78923 12387661 54944 266465 22845 31823 25601 75136 17278 249187 140328 51714 23215 19550 15658 27130 108859 88614 293012 73481 23632
is_linear=0
shrinkage=1


Tree=48
num_leaves=31
num_cat=0
split_feature=273 616 273 164 164 397 136 609 164 273 273 528 13 273 703 164 609 397 574 48 564 392 624 245 590 583 391 188 229 6
split_gain=1.28622e+06 379928 536156 311786 187199 174208 198178 165832 160575 253428 285539 228615 140578 122300 97082.4 78693.9 73846.6 71975.9 63329 51093.3 50493 49893.4 48478.3 47483.8 46115 43280 106868 41314.1 38324.8 116506
threshold=2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 5 -4 17 6 7 8 11 20 15 19 -13 -1 -7 24 23 -5 -12 -2 -10 -3 27 25 -11 28 -27 -23 -15 -30
right_child=1 21 3 4 -6 14 -8 -9 9 10 18 12 -14 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-4.5974875436603462 -2.9820485775065952 -4.1012283029653531 -4.0472349922860742 4.3381731365171383 -4.2045860098741556 -4.2190665623940919 -4.3931442083025702 -3.8898711709457805 -3.7120254344338304 3.8016887917980728 -2.9804951250853025 -3.7243633634497351 3.6659775387518838 -4.1371369486968748 3.3261631388382202 -3.4989726562356216 -4.5530347860679097 -4.0483241890520638 4.2831569944169612 2.6009290025793392 4.1538056404787582 1.3125582841738321 -4.2749914988300022 -1.1953225810688353 -4.2402672894336284 -3.8548111585748552 4.4332400595527552 -4.5452819953764498 -3.9570780601507285 -0.26871213630326363
leaf_weight=126841.64223094471 882.09119777195156 2585.9557155054063 83.335936982184649 222.10446579381824 32.007425492629409 839.01485854759812 415.43635762296617 374.50558318756521 174.96805781498551 238.80686245858669 137.78927103616297 35.550358118489385 93.260549493134022 4479.6752098202705 17.406582031399012 16.867440110072494 3739.2793112900108 10.727823944762347 13.148461142554877 16.702396664768457 8.5602533631026727 48.258703406900167 51.108453562483191 60.956045798957348 7.3499347642064086 60.174840157851577 20.982523346319795 16.042222883552313 451.77892427891493 105.67181657999754
leaf_count=11528023 80169 235025 7574 20186 2909 76254 37757 34037 15902 21704 12523 3231 8476 407136 1582 1533 339845 975 1195 1518 778 4386 4645 5540 668 5469 1907 1458 41060 9604
internal_value=-4.5074 -3.11301 -2.44325 1.2874 2.96602 -2.8403 -2.40575 -1.99284 -1.55567 -0.252065 1.11924 -2.31364 1.62633 -4.57232 -4.06571 3.10878 -4.21438 3.95176 -2.34775 -2.8783 -3.34514 -4.01044 -1.97612 -3.96988 3.56157 -4.00292 -1.71201 -0.148895 -4.03983 -3.2579
internal_weight=0 6321 3619.63 348.176 264.84 3271.46 2415.04 1999.6 1625.09 597.49 413.962 1027.6 128.811 135760 856.421 263.024 8918.52 232.832 150.938 898.794 183.528 2701.37 115.409 5179.24 246.157 5118.28 81.1574 64.3009 5037.13 557.451
internal_count=12913069 574485 328971 31644 24070 297327 219491 181734 147697 54303 37623 93394 11707 12338584 77836 23905 810561 21161 13718 81687 16680 245514 10489 470716 22372 465176 7376 5844 457800 50664
is_linear=0
shrinkage=1


Tree=49
num_leaves=31
num_cat=0
split_feature=96 691 273 311 629 229 513 397 691 87 618 637 188 229 691 96 528 629 768 273 13 311 321 13 624 96 397 366 13 177
split_gain=491295 687577 273988 205113 112029 362160 370420 157999 105161 75928.7 61335.3 58574.9 53716.5 48304.4 94860.3 169543 62174 232370 72400.2 67404.9 60029.3 47611.8 37602.8 34294.7 37479.3 33286.2 30019.3 49469 49517.6 30809.8
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 -1 10 8 -6 7 21 11 12 13 26 -10 -4 16 -16 18 -18 -15 -20 -19 -7 23 -2 -25 -13 27 -5 29 -29
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12 25 -14 14 15 -17 17 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5.4551052793812556 -4.8192796551726484 15.280641135650127 -4.8793524299937765 -3.9170490323818843 -4.8938062916816927 15.141621178225217 -5.4149644487991777 -5.4061966157965298 7.1763781837393577 -5.2416591990908774 -5.4400742784677041 -3.1484559057811734 -4.4916140952474608 -5.0933685081175444 -4.64821763043442 15.221337179686357 -5.3970094738336165 -5.432738099189879 7.4936110034457641 -5.3095898820867067 10.784463769841055 -4.3959267597978826 7.9504785509074711 -4.6571687766779579 13.98504212468592 4.9878210327872559 -4.9032449564910969 -3.8136643648995485 -5.2453859221019856 9.3108047959696005
leaf_weight=53838.207777953241 57.625819516833872 27.189482739195228 2819.3064299682155 520.22543640993536 88.16026267549023 28.978756259661171 19.976327868178487 4.6997628239914766 18.598166801501069 11.385011930484323 2119.8219485091977 9.3901821831241268 5.0080971643328658 243.98589785862714 10.464680641889574 7.2832308574579647 38.345579780638218 2.6815744144842037 9.1332368995063025 7.4794436194933942 15.337297565769404 1.3034133478067804 2.667559217195957 2.2144011715427032 2.1022795932367444 10.824404038954524 387.97803479805589 2.3545531444251555 6.2320910608395925 7.4420697600580752
leaf_count=11524249 12335 5820 603482 111356 18871 6203 4276 1006 3981 2437 453755 2010 1072 52226 2240 1559 8208 574 1955 1601 3283 279 571 474 450 2317 83048 504 1334 1593
internal_value=-5.37045 1.93959 -5.38159 -4.76283 -3.53543 -0.922051 5.44917 11.6531 -3.9173 1.46599 -5.02409 -4.11675 4.701 -4.74451 -3.60872 3.50567 -4.00708 -0.995578 -4.65844 1.72929 8.37101 14.3007 -3.67464 -4.17528 4.42183 1.20832 -4.23322 -3.74846 1.72331 6.15643
internal_weight=0 91.7995 60234.6 6396.4 1122.56 143.119 54.9583 34.9819 979.438 34.9913 5273.84 944.447 23.6063 3154.02 334.711 17.7479 316.963 56.3645 260.599 16.6127 18.0189 30.2822 64.6101 61.9425 4.31668 20.2146 924.232 536.254 16.0287 9.79662
internal_count=12913069 19650 12893419 1369170 240287 30635 11764 7488 209652 7490 1128883 202162 5053 675128 71646 3799 67847 12065 55782 3556 3857 6482 13830 13259 924 4327 197835 114787 3431 2097
is_linear=0
shrinkage=1


Tree=50
num_leaves=31
num_cat=0
split_feature=96 231 581 11 12 221 462 111 616 142 513 472 494 38 311 600 231 591 616 96 301 357 323 355 423 111 391 52 597 397
split_gain=60974.6 121688 449514 92481.5 75554 66344.7 57203.9 97272.2 53637.7 50195 43468.5 40518.6 40065.2 34224.9 30177.8 102559 59088.1 27851.1 36218.4 25318.2 25274.3 38280.2 31966 59952 27714.6 26049 84869.6 24146 55725.2 18894.6
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 16.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 4 5 9 11 7 -5 -4 -3 29 20 -6 -13 -1 -16 -17 18 -7 -11 25 22 24 -24 27 -2 -27 -22 -29 -9
right_child=1 2 8 6 12 17 -8 10 -10 19 -12 13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-6.6238109470804059 -6.1673466376083317 -4.9971298012096019 61.945216635266732 -0.12448612602762132 -5.45522215388175 -4.4458984193534139 -4.543290882254313 46.088942504427266 -2.4915436532539585 -4.0517157710977454 -6.6861047569650589 -6.6861047569650598 54.82563374975129 56.45014528597153 -6.1726884840212142 -6.6861047569650589 59.799252204786171 60.748677854813693 60.296808992219795 53.998729995048251 -4.7672479941737063 42.581591013817373 -3.843737693266073 59.319974833377799 31.595902278170659 -4.3113277206276255 57.897163370793137 -5.0578140772581026 51.308426106687563 3.0925737008634773
leaf_weight=17298.669268630212 585.62939605582505 12.43357707257382 1.3332105427980412 1.7526163593865924 0.16248503490351218 0.31247122096829016 2.4733833090867847 1.1179525905754415 0.14304238115437318 0.11387840053066689 0.21386919124051917 0.15554122999310394 0.34302396257407963 0.19164901552721858 2.3372847328428175 0.19303777650929976 0.43468218739144504 0.17498388374224305 0.11943344445899129 0.22081299615092576 21.210546479327618 0.18470521061681111 0.42218333855271239 0.2333118449896574 0.21942423516884346 1.1790580737870175 0.26941963052377094 0.55272687086835404 0.2569207816850394 0.11248963954858471
leaf_count=12456189 421692 8953 960 1262 117 225 1781 805 103 82 154 112 247 138 1683 139 313 126 86 159 15273 133 304 168 158 849 194 398 185 81
internal_value=-6.58685 -5.62171 3.35455 -5.83637 -2.46726 -5.95432 6.87576 15.7104 55.7016 -3.96843 34.9254 -5.98718 35.4496 28.1651 -6.62208 3.46565 39.3535 27.0928 13.4572 34.2471 -6.00661 -2.7606 -3.12639 18.6383 -3.76789 -6.13422 7.25957 -4.12028 12.8286 42.1581
internal_weight=0 631.532 14.75 616.782 13.2738 611.112 5.67031 3.19693 1.47625 12.7683 1.44431 610.505 0.505509 0.34719 17301.6 2.965 0.62772 0.606889 0.431905 0.334691 610.158 23.0798 22.8951 0.655495 22.2396 587.078 1.44848 22.0202 0.809648 1.23044
internal_count=12913069 454745 10621 444124 9558 440041 4083 2302 1063 9194 1040 439604 364 250 12458324 2135 452 437 311 241 439354 16619 16486 472 16014 422735 1043 15856 583 886
is_linear=0
shrinkage=1


Tree=51
num_leaves=31
num_cat=0
split_feature=313 394 394 96 618 684 505 764 311 688 321 394 301 88 6 273 311 308 513 185 13 273 298 547 188 199 355 624 669 618
split_gain=237594 195534 174787 149940 82737.9 82603.9 80700 70644.4 52881.8 52511.2 51215.4 50825.5 59591.3 43233.8 58536.2 41254.5 74937.7 36025 35848.5 29578.8 22434.2 21139 32198.2 34817.3 26396.3 20378 21514.6 24537.8 26464.8 20328.3
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 6 9 20 8 19 13 15 21 -6 -13 -1 -15 16 25 -11 -12 -2 -3 22 24 -24 29 26 27 -5 -29 -10
right_child=1 2 -4 4 11 -7 -8 -9 10 17 18 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.2745089276390553 -4.0716163957841953 2.0724760134087541 -4.2440075677601756 -3.3342713835580255 -4.3008560515565515 -4.0275664495043584 -0.98572590514534797 2.1366091132506462 -3.478403605452514 -2.7329415632432248 -4.3069786396833019 -4.1885428228788895 2.4025674287773287 -4.3082762385527209 2.1147000431657883 -4.0288261155197684 -2.1117024152277275 1.9262722017059772 2.416824777218654 1.9825616583900123 -3.3487691082341087 -4.1899369588249247 -3.6807588806328533 2.4355322408339966 -4.2904565364051797 -4.196395821876 -4.0176871643135295 -2.380069154099663 2.2284062617552838 -4.305722836798652
leaf_weight=172601.79220081866 471.48405937850475 175.3047406822443 87.702609151601791 1305.2904199361801 2333.9803033173084 27.645699709653854 75.128552585840225 19.736675545573235 1603.9673252105713 38.425513043999672 12.631472349166868 30.645674392580986 24.832326322793961 32.927951782941818 24.932803943753242 1163.2581257373095 433.37433314323425 29.210279807448387 21.301255643367767 8.2104570269584638 7.9807938933372489 2599.7149028629065 20.368249163031578 17.138611346483231 879.86817279458046 398.59472234547138 440.86709287762642 88.176289364695549 14.511839255690573 364.48974700272083
leaf_count=12024693 32847 12213 6110 90936 162602 1926 5234 1375 111744 2677 880 2135 1730 2294 1737 81041 30192 2035 1484 572 556 181115 1419 1194 61298 27769 30714 6143 1011 25393
internal_value=-4.23808 -2.51636 -0.492129 -4.24552 -3.76612 1.06786 -4.26247 -3.72675 -4.26385 -3.48291 -3.95915 -4.22975 -1.23832 -4.27359 -1.54055 -3.53151 -3.31571 -0.720739 -0.0861139 -3.96799 1.83642 -3.98311 -3.79679 -0.885944 -3.83512 -3.54788 -3.40806 -3.21718 -1.7288 -3.63159
internal_weight=0 798.065 298.634 184555 6301.17 210.931 178254 499.431 178179 3911.71 5519.48 2389.46 55.478 172660 57.8608 3844.07 2680.81 67.6358 33.9327 479.695 183.286 5485.55 2885.83 37.5069 2848.33 2247.44 1848.85 1407.98 102.688 1968.46
internal_count=12913069 55599 20805 12857470 438985 14695 12418485 34794 12413251 272518 384527 166467 3865 12028724 4031 267806 186765 4712 2364 33419 12769 382163 201048 2613 198435 156573 128804 98090 7154 137137
is_linear=0
shrinkage=1


Tree=52
num_leaves=31
num_cat=0
split_feature=394 295 373 334 603 108 346 129 372 684 764 72 397 114 355 410 762 321 394 490 462 597 12 284 334 618 544 609 615 490
split_gain=62023.1 36862.1 139128 134129 72041.4 88487.9 65474.1 63457.7 74895.7 50651.5 48595.6 37804.1 25339.8 22349.1 29433.3 24509.1 20571.4 96760.6 19941.6 19805.7 25904.8 20782.3 28969.3 18854.5 382381 243805 39574.5 18043.1 15178.7 28086.5
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -4 6 10 7 13 -9 -10 -6 -8 -12 28 -15 -16 19 -18 -5 -2 21 22 -21 -1 -25 -26 -27 -19 -3 -30
right_child=16 2 3 18 5 -7 11 8 9 -11 12 -13 -14 14 15 -17 17 27 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-6.1104372298734928 -5.4550219628806769 -5.7819390059063114 -5.591805115175033 32.552821496240774 -6.0407971217667811 33.743427987693046 -6.1635106592173594 -3.3729796338428484 26.941861142612282 -5.5573405965625522 30.131959804675262 30.907805461695887 -0.54048573590632731 -5.6085107966567884 -6.1635106592173585 35.045229135904918 -5.8057805481915183 -6.1635106592173585 -0.26902936029822033 -2.4265410784577872 9.1565798865583901 -5.1655003715172736 19.255070406753756 -6.1276244708387919 -6.0826497520893295 -4.5807332733964783 36.282728829452218 36.315580617723988 -5.3222707100605895 32.231206395265737
leaf_weight=28624.49283969216 854.35378492996097 482.7402617232874 2.0989826163277021 2.0404825434088711 3.259624063037335 0.95472119003534306 0.42588053084909805 5.0169662535190573 1.7550021875649693 0.65988082252442826 0.68328085169196107 0.77688096836209297 0.4446005541831255 0.90090112295001634 0.21060026250779629 0.45864057168364525 3.6340245297178617 0.1146601429209112 0.2035802537575363 29.355336590670053 1.4882418550550927 63.526399184018373 0.62946078460663457 128.18301977682859 2.4733830830082288 0.25272031500935543 3.8095247484743595 0.78156097419559956 0.59436074085533519 0.29952037334442139
leaf_count=12232674 365108 206299 897 872 1393 408 182 2144 750 282 292 332 190 385 90 196 1553 49 87 12545 636 27148 269 54779 1057 108 1628 334 254 128
internal_value=-6.06416 -6.09003 -5.24181 12.5791 -5.39686 6.15345 -5.5218 -5.5787 3.5918 18.0613 0.149872 17.7814 18.0412 -5.71916 6.19206 22.0774 -5.27063 1.45197 29.5752 -5.30271 -3.93297 -4.14129 -1.97139 -6.10488 -4.92463 18.6696 33.7405 30.8809 -5.75783 7.26109
internal_weight=0 29262.7 503.524 4.34305 499.181 5.34223 493.839 492.636 7.43185 2.41488 4.38751 1.20276 1.12788 485.204 1.57014 0.669241 953.883 4.53025 2.24406 949.353 94.9994 93.5112 29.9848 28759.2 134.719 6.53563 4.06225 0.896221 483.634 0.893881
internal_count=12913069 12505427 215181 1856 213325 2283 211042 210528 3176 1032 1875 514 482 207352 671 286 407642 1936 959 405706 40598 39962 12814 12290246 57572 2793 1736 383 206681 382
is_linear=0
shrinkage=1


Tree=53
num_leaves=31
num_cat=0
split_feature=74 609 618 689 471 565 104 164 698 629 684 565 548 311 724 117 422 406 83 269 311 269 609 429 83 394 762 570 676 162
split_gain=91262.3 307235 257545 27571.5 59355.2 33447.2 22569.9 47003.7 33350.3 26912.4 34338.4 45555.2 8225.26 7934.21 81735.3 89487.4 36125.8 23854.9 29012.5 12943.2 12634.8 11111.6 36324.7 15853.4 16124.9 24893.4 12649.5 7215.65 7211.83 7042.24
threshold=2.5000000000000004 6.5000000000000009 7.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 6 -6 12 28 9 10 11 -9 -5 -1 17 16 -16 21 19 20 -19 29 23 24 27 -26 -24 -23 -8 -15
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.4385062993907489 -7.8033621234041686 -8.5014567438330459 352.14737214014895 -1.0277305555669418 57.782627465876139 433.39243798755939 -5.2362309206940552 -8.5014567438330353 28.710660707237324 -8.50145674383303 390.28083850160704 389.2030485144121 109.33691518454269 -7.6112993839280998 26.674176667628139 375.7541038922007 322.91896430470473 7.8294045831999508 233.82745327017051 190.35079588528961 128.27522495875388 -2.9207072122069944 91.928973876937988 190.35079588528961 13.593237992738585 300.82426956813538 322.91896430470467 124.06671167558208 124.06671167558208 40.236840469197965
leaf_weight=2864.1576814958244 0.28649411274818604 0.032587008085101843 0.050464602798456326 1.2711196139862282 0.0045259733451529227 0.0049785706796683371 0.091877258906606474 0.007920453354017809 0.02149837338947691 0.0052048693469259879 0.0092782453575637192 0.0045259733451530346 0.0067889600177296608 55.608145206555491 0.04548603211878699 0.010409738693851978 0.0045259733451530329 0.10409738693851878 0.0070152586849872014 0.0045259733451530329 0.0095045440248213708 0.39421227836282824 0.0049785706796683371 0.0045259733451530329 0.0090519466903060675 0.0045259733451530346 0.0045259733451530337 0.0045259733451530329 0.0045259733451530329 0.03077661874703963
leaf_count=12656538 1266 144 223 5617 20 22 406 35 95 23 41 20 30 245729 201 46 20 460 31 20 42 1742 22 20 40 20 20 20 20 136
internal_value=-8.40232 41.2894 210.639 -8.4086 5.46264 254.531 3.79876 41.2116 121.589 195.735 244.667 136.118 -0.441412 -8.41541 -7.23925 109.006 53.4837 -7.36425 36.2473 24.5136 17.9065 -7.4616 8.62076 4.21319 2.16997 109.337 201.924 -1.47931 0.83433 -7.58483
internal_weight=0 0.369546 0.0830516 2921.84 1.43224 0.00950454 1.42274 0.144831 0.0484279 0.0269295 0.0217247 0.0124464 1.27791 2920.41 56.2508 0.0604217 0.050012 56.1904 0.125143 0.118128 0.113602 56.0653 0.426347 0.416842 0.412316 0.0135779 0.00950454 0.398738 0.0964032 55.6389
internal_count=12913069 1633 367 12911436 6329 42 6287 640 214 119 96 55 5647 12905107 248569 267 221 248302 553 522 502 247749 1884 1842 1822 60 42 1762 426 245865
is_linear=0
shrinkage=1


Tree=54
num_leaves=31
num_cat=0
split_feature=742 96 323 84 513 252 573 429 618 164 366 681 681 113 355 564 56 731 681 6 301 366 616 742 58 448 482 653 370 252
split_gain=114162 159104 271101 159955 137499 99093.8 844229 1.02645e+06 109405 48409.1 47235.5 31232.6 30729 293847 29455.3 24874.6 51265.9 18757.3 19260.6 18745.2 18045.7 13306.4 42696.3 11516.6 9372.97 157552 10877.7 8588.87 12627.5 8537.83
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.0000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 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 3 10 15 -5 12 11 -8 9 -9 -3 -7 24 17 -6 20 -17 18 21 -12 27 -14 -23 -16 -1 -26 -27 -2 -29 -13
right_child=1 2 -4 4 14 6 7 8 -10 -11 19 29 13 -15 23 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-7.6524907547311045 -0.32191919142431225 8.365893045040508 189.99968000413818 -1.3758790264997858 12.907174100925799 -7.307590257692703 -6.3116653411214063 -7.7013897294541804 13.325957750954617 183.17959319835262 140.03139710783518 82.381404745606417 -4.7010264144554483 187.27946872524811 73.155004558528518 11.058078797222942 163.63255270350379 100.10548703517851 80.561550311767135 6.4837256343129894 -6.6191256809063432 -7.7013897294541858 173.86808692676817 13.046987966803128 -5.7282410114081177 87.916795315199124 190.89022536329554 98.522032296898502 -7.7013897294541831 9.2000243209922896
leaf_weight=6460.2579653695575 5.9624872154672763 0.46678706601960485 0.11229073972208425 0.67978698934893944 0.10675173462368548 13.712562439963218 0.71956711687380337 0.013595739786978811 0.042801403033081442 0.58360971900401637 0.041290765278972685 0.048843954049517246 3.6995518598123462 0.083085076475981512 0.57756716798758134 0.15458859683712844 0.025680841819848865 0.017624107131268718 0.027191479573957511 0.014099285705015063 13.028243537351953 0.048843954049516358 0.017624107131268829 0.033737576508428901 1.7231341315200541 0.0135957397869787 0.041794311197008938 0.021652474475558736 0.023163112229667604 0.023666658147703856
leaf_count=12829531 11841 927 223 1350 212 27232 1429 27 85 1159 82 97 7347 165 1147 307 51 35 54 28 25873 97 35 67 3422 27 83 43 46 47
internal_value=-7.60223 -0.284266 49.0391 -1.80239 30.858 -7.62622 0.453307 75.6335 167.765 178.834 18.7264 -6.96146 -7.64514 1.23562 61.374 -4.17825 32.7935 -2.82057 -3.29879 106.037 -4.52838 -3.90428 40.442 69.8377 -7.65049 -0.391959 165.615 0.00589592 43.62 58.4958
internal_weight=0 21.2481 0.634468 20.6137 1.39784 6481.08 15.1446 1.35957 0.640007 0.597205 0.522177 13.7851 6465.93 3.89392 0.718056 19.2158 0.180269 3.81084 3.79321 0.0553901 19.0355 3.76602 0.0664681 0.611305 6462.04 1.77852 0.0553901 6.0073 0.0448156 0.0725106
internal_count=12913069 42197 1260 40937 2776 12870872 30076 2700 1271 1186 1037 27376 12840796 7733 1426 38161 358 7568 7533 110 37803 7479 132 1214 12833063 3532 110 11930 89 144
is_linear=0
shrinkage=1


Tree=55
num_leaves=31
num_cat=0
split_feature=311 691 631 163 159 618 609 397 321 356 533 118 119 87 679 114 530 617 617 270 268 111 97 269 250 96 273 213 311 301
split_gain=26857.4 68876.9 83830.9 28184.3 212329 425497 755082 369239 39077.3 36663.4 30775.6 21097.7 79765.1 18275 16505.4 16248.9 167247 16025.3 13175.5 89986.8 58024.3 12305.8 9279.79 8174.93 19342.9 18869 6608.65 5839.44 5622.99 5179.25
threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 18 -5 6 -6 8 9 10 14 15 -13 -7 29 17 -17 23 -1 -20 -21 -19 -14 26 -25 -26 -2 -28 -23 -8
right_child=1 2 -4 4 5 13 7 -9 -10 -11 -12 12 22 -15 -16 16 -18 21 19 20 -22 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=-6.430131616607409 -5.6981407490043612 -6.1289938048510324 51.323269482086815 -6.4638990076007312 -6.2574342801806493 -6.1481933434114611 47.506138555128466 -6.4343705397786701 -6.488241288192178 3.1996621560075589 -6.488241288192178 -6.4249691136636793 45.61290801008375 33.190643246837489 -6.4882412881921772 -6.0572595859633385 49.586004385707255 -6.4882412881921789 -5.999712610512665 -5.0811886451060246 52.181282277313578 6.6442500472783479 -0.37484014926623299 -3.5437207289130281 -6.488241288192178 47.295950754269384 -6.2618152964726423 24.701425633551004 48.197804720708184 8.2858114642120988
leaf_weight=20528.424129317049 435.13449039123952 0.55671927193179616 0.46703501231968403 394.37553263129666 10.398297647479923 38.81805500946939 6.5858705360442382 1.85629495838657 0.15229402575641859 0.20644301269203413 0.10999012971296895 1.5804735561832779 0.41457818122580636 0.11845090892165799 0.0575332986190914 5.8007102254778138 0.59563885629177082 0.11675875307992001 6.3455844065174452 0.28428218141198147 0.46872716816142201 0.045688207726925611 0.049072519410401583 6.3168177572078994 0.11506659723818291 0.15060186991468072 411.17187151638791 0.060917610302566483 0.11337444139644504 0.033843116834759601
leaf_count=12131521 257148 329 276 233061 6145 22940 3892 1097 90 122 65 934 245 70 34 3428 352 69 3750 168 277 27 29 3733 68 89 242987 36 67 20
internal_value=-6.38896 -5.84212 20.0806 -6.41144 -5.63096 -8.58517e-05 12.0988 33.3017 43.6239 44.7151 45.9779 -5.87292 4.27431 -6.02852 46.8421 -5.89705 -0.875665 -5.93469 -6.42864 -2.12118 30.5631 18.1654 40.7456 -5.94249 -2.43202 24.0009 -5.96979 -6.25723 36.2622 47.3056
internal_weight=0 862.69 1.02375 20988.2 452.713 58.3371 19.4006 9.00227 7.14597 6.99368 6.78724 861.666 2.04412 38.9365 6.67725 859.622 6.39635 853.226 20535.5 7.09859 0.753009 0.275821 0.463651 852.95 6.58249 0.265668 846.367 411.233 0.159063 6.61971
internal_count=12913069 509817 605 12403252 267536 34475 11465 5320 4223 4133 4011 509212 1208 23010 3946 508004 3780 504224 12135716 4195 445 163 274 504061 3890 157 500171 243023 94 3912
is_linear=0
shrinkage=1


Tree=56
num_leaves=31
num_cat=0
split_feature=114 691 372 492 639 84 741 681 616 372 589 394 513 84 489 117 547 618 600 465 87 609 513 616 724 265 501 185 164 121
split_gain=15565.8 791636 878529 62746.3 557774 308373 88010.6 41461.3 116647 29260.1 4750.75 58686.6 69390.8 30201 2823.54 71342.9 2750.95 1999.24 7425.35 1611.33 22867.2 11421.6 1243.91 2715.68 4666.03 1111.5 29469.2 1582.21 1101.62 987.544
threshold=1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 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 3 -3 7 22 -6 -7 10 -9 -10 14 -12 13 -13 19 -16 -17 18 -4 -2 -21 -22 -5 24 -24 29 27 -27 -23 -1
right_child=1 2 17 4 5 6 -8 8 9 -11 11 12 -14 -15 15 16 -18 -19 -20 20 21 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.3100222342313854 -7.3142731669631118 -7.1640692706921829 67.319742026509218 -7.2982041991896542 -6.6533109719975077 -7.3827290396468754 135.63986605012676 -6.1403653631343991 -7.3827290396468719 137.04204835492715 -7.231657096765522 -7.3827290396468728 -7.3827290396468763 133.40108758027387 -7.224107647670408 88.900455890066098 137.04204835492354 136.76215537548168 134.01215792007608 -7.265405906101325 -7.3827290396468728 73.325234798494904 64.82965965763708 -7.3827290396468763 -7.3827290396468728 -7.1147795454083331 125.48806616335503 25.441084004572708 106.95355306438529 -6.1554758187199576
leaf_weight=8619.5506011499674 298.00218476884766 0.91466298181330674 0.020079656678717583 7.0985048369038832 0.27419117395766068 0.04708333290182054 0.49922180915018544 0.32196690881391887 0.016617646906524897 0.090012254077009857 2.6477450737729664 0.018694852769840398 0.11009191075572744 0.082395832578185946 1.2608639590325754 0.02077205863315601 0.027696078177541494 0.71455881698057055 0.099013479484710842 0.85234680591383849 0.018694852769840509 0.02354166645091027 0.016617646906524786 0.07616421498823911 0.019387254724279046 0.74640930688474227 0.017310048860963434 0.015232842997647822 0.016617646906524897 7.4149325300822957
leaf_count=12448767 430389 1321 29 10252 396 68 721 465 24 130 3824 27 159 119 1821 30 40 1032 143 1231 27 34 24 110 28 1078 25 22 24 10709
internal_value=-7.28355 -6.59113 60.5112 -6.9677 1.75666 79.8815 123.313 -7.19855 23.8821 114.534 -7.2425 -3.18535 47.546 107.366 -7.28114 -2.64749 116.41 134.763 122.768 -7.30143 -3.10266 57.1836 -7.1331 3.3154 25.9461 -7.30869 -3.5314 -6.46366 87.2404 -7.30903
internal_weight=0 313.29 1.74831 311.541 8.03117 0.820496 0.546305 303.51 0.428597 0.10663 303.082 2.85893 0.211183 0.101091 300.223 1.30933 0.0484681 0.833652 0.119093 298.913 0.911201 0.0588542 7.21067 0.112169 0.0360049 8627.74 0.778952 0.761642 0.0401593 8626.97
internal_count=12913069 452468 2525 449943 11599 1185 789 438344 619 154 437725 4129 305 146 433596 1891 70 1204 172 431705 1316 85 10414 162 52 12460601 1125 1100 58 12459476
is_linear=0
shrinkage=1


Tree=57
num_leaves=31
num_cat=0
split_feature=98 698 681 762 49 229 509 49 717 618 681 311 10 357 96 629 618 629 273 273 269 252 111 724 388 618 188 530 710 355
split_gain=831347 3.79734e+06 336134 245358 227531 204410 137770 87259.8 41709.8 27144.1 26188.4 36306.8 37564.4 30931.5 25459.9 23015 21313.7 20785.8 17701.6 11584.3 10900.5 10458.4 10304.6 8300.71 7371.65 6822.73 6182.76 5520.74 5427.65 7313.86
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 10 14 7 21 -5 18 -1 12 13 20 -4 -7 19 -15 22 -13 24 27 26 -22 28 -17 -9 -6 -12 -30
right_child=1 3 5 8 6 15 -8 9 -10 -11 11 16 -14 17 -16 25 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-6.9637813406744273 -6.9008744753182043 -5.9243411360328659 3.20767801820333 91.680537014151668 -0.57622546102970595 11.953610365163074 92.188891258671376 76.372205501314809 -7.0104654798856822 -5.6466107102075052 -5.0151201368762921 62.562559758878791 81.279831025129667 3.5490767520165729 74.113636746156644 90.959365062433164 -7.0104654798856831 81.332746995465541 -7.0104654798856814 5.9758038487890346 7.7393712884854402 69.923342209685856 27.836023885391654 92.550932706617687 54.622781016521643 44.27873964649585 24.849181939795713 42.770233613367012 -7.0104654798856831 39.658939920039373
leaf_weight=12929.444517374039 24.63705808669329 0.2762114629149427 0.76334804296493419 5.055171974003315 1.1811806559562676 0.042185023427009583 0.27621146291494358 0.32140970230102528 0.043189428746700176 0.073321588337421417 6.3146962448954573 0.16673128306865681 0.053233481943607219 0.066290751099586376 0.054237887263298035 0.56548019498586655 0.093409694731235504 0.071312777698040009 0.036158591508865356 0.0462026447057724 0.027118943631648906 0.022096917033195385 0.060264319181442261 0.020088106393814087 0.02109251171350468 0.033145375549793243 0.025110132992267609 0.030132159590721019 0.070308372378349193 0.064281940460205078
leaf_count=12872736 24529 275 760 5033 1176 42 275 320 43 73 6287 166 53 66 54 563 93 71 36 46 27 22 60 20 21 33 25 30 70 64
internal_value=-6.91125 9.71305 -6.94981 85.8713 -6.95522 41.056 26.5551 16.1939 90.8445 50.7119 -6.96047 -0.852028 -2.38941 -3.05866 7.91151 83.3438 32.8141 43.8603 60.0411 50.2843 -4.04925 1.74575 66.0012 43.8294 -4.39856 88.3747 72.6387 0.502045 -4.59159 15.2794
internal_weight=0 30.0116 12939.9 5.37457 12938.5 1.4584 2.02589 1.74967 5.09836 0.516264 12936.5 7.01477 6.70842 6.65519 0.817586 0.640811 0.306344 0.137604 0.442943 0.212934 6.51759 1.23341 0.406784 0.0472071 6.47038 0.598626 0.34652 1.21131 6.44929 0.13459
internal_count=12913069 29880 12883189 5351 12881737 1452 2017 1742 5076 514 12879720 6984 6679 6626 814 638 305 137 441 212 6489 1228 405 47 6442 596 345 1206 6421 134
is_linear=0
shrinkage=1


Tree=58
num_leaves=31
num_cat=0
split_feature=311 59 676 537 403 366 451 621 164 12 723 348 617 13 65 273 533 519 629 735 117 529 185 341 594 578 58 427 392 723
split_gain=212133 185304 229900 120546 217902 114816 415991 78104.8 64393.7 59472.7 43170.4 49549.9 27669.6 26392.9 27981.8 23046.5 20512.6 19748.5 23050.4 39217.7 28068.5 17027.6 88756.1 20571.9 16948.1 16611.9 15998.4 17698.3 14759.6 75186.6
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 5 -5 10 7 -7 -8 -6 15 13 -4 25 17 21 -9 18 19 24 -21 26 -23 -24 -15 -12 -2 -28 -1 -30
right_child=1 2 12 4 9 6 8 16 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-6.6799922573561803 -4.770259064396603 -6.5217573476752158 -6.7248776344797019 -6.1618147531799004 0.76010493426566672 -3.7332542096942505 -6.1446464276002155 -6.7248776344797001 58.447258113276177 47.507223340884543 -3.9759187119539017 49.025337360313515 67.428670604718675 5.8694075945463622 -6.6020387520604684 -6.5591148280964182 65.725915178375914 -6.2050871783168304 -3.6728969744408126 17.632429061912603 55.82086711805001 -6.3854226426998677 -6.7248776344797019 65.396048158118774 44.006670887016419 18.323292379038318 4.4229687445027848 59.091348401039212 -5.7084159147345188 15.181021949198779
leaf_weight=16867.408325412543 186.48139221186284 0.98463821050245204 0.0534403370693326 2.6640008029062292 0.33400210668332841 10.128279883065257 0.17234508704859641 0.048096303362400117 1.4776253199670464 1.4696092694066465 21.499047602992515 0.19372122187632967 0.86172543524298817 3.7715517886681469 2.4422234040684998 94.7136453964049 0.20841731457039714 1.1543112806975839 1.3106242666253818 0.5624595476547255 0.29258584545459598 1.1783594323787827 0.046760294935665914 0.25651361793279648 0.12024075840599824 0.33934614039026101 0.25116958422586222 0.077488488750532269 49.682145364931785 1.7849072581157077
leaf_count=12625226 139581 737 40 1994 250 7581 129 36 1106 1100 16092 145 645 2823 1828 70893 156 864 981 421 219 882 35 192 90 254 188 58 37187 1336
internal_value=-6.62563 -4.12651 27.0154 -4.30515 12.01 -4.52824 5.05765 -2.3531 51.7004 38.8503 -4.89483 -1.39447 63.0985 -1.70462 2.64948 -5.28674 52.1414 5.78245 8.0668 11.3082 30.7 -4.64672 6.03131 54.2761 7.0477 -3.62941 -4.73141 17.3123 -6.67483 -4.98396
internal_weight=0 333.094 1.8998 331.194 4.46761 326.726 12.0348 10.3848 1.64997 1.80361 314.691 31.6861 0.915166 31.4924 9.654 283.005 0.256514 7.21177 6.05746 4.74684 0.855045 188.292 1.48163 0.303274 3.89179 21.8384 186.81 0.328658 16918.9 51.4671
internal_count=12913069 249320 1422 247898 3344 244554 9008 7773 1235 1350 235546 23717 685 23572 7226 211829 192 5398 4534 3553 640 140936 1109 227 2913 16346 139827 246 12663749 38523
is_linear=0
shrinkage=1


Tree=59
num_leaves=31
num_cat=0
split_feature=301 159 397 425 302 572 513 308 529 603 64 137 590 236 111 623 532 528 117 532 104 321 87 164 501 301 572 631 698 268
split_gain=11500.5 233209 2837.35 235190 108230 2646.71 9491.93 2368.09 18919.8 24288.5 17159 10780.9 11105 3631.11 22425 2309.61 50796.5 81057.8 27803.2 30958.2 3459.62 8500.79 2239.03 4215.16 2235.46 2225.12 1954.45 9600.17 2834.31 1475.2
threshold=25.000000000000004 2.5000000000000004 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 15 10 -10 11 13 -13 22 -15 29 18 -18 20 -20 -17 -22 24 -24 26 -6 -9 28 -28 -1
right_child=1 -3 3 4 25 6 -8 8 9 -11 -12 12 -14 14 -16 16 17 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.144834987005904 -9.2201139216996832 897.30916716457318 -9.2201139216996832 -9.2201139216996388 897.30916716453498 -2.7449047710812753 192.23083743080542 -8.0530629557534077 -9.2201139216996566 389.65276975624965 210.54456028105329 308.06513445847463 -9.2201139216996388 -9.2201139216996761 320.42689738237448 -8.6059341919662291 -9.2201139216996566 732.48566151246689 -9.2201139216996459 485.25040303441136 192.23083743080539 -9.220113921699669 155.60339173034495 -9.2201139216996602 68.482395885703355 761.32977500154152 -6.0941508834701903 217.41220634984199 99.563399808650203 -8.1599674683300556
leaf_weight=1405.4396156688017 0.060119402223789531 0.0029783924037474199 0.5695348140943669 0.002206216595368459 0.0026474599144421518 0.01544351616757822 0.0029783924037474199 2.2278375180030729 0.0034196357228210008 0.0027577707442105748 0.0036402573823578468 0.0022062165953683479 0.0022062165953684598 0.013788853721052763 0.0024268382549053049 0.65127513895276834 0.0037505682121263808 0.0024268382549053058 0.0026474599144421509 0.0024268382549053058 0.0029783924037474208 0.0070598931051790714 0.0024268382549051939 0.0043021223609684967 0.0038608790418946928 0.0022062165953684598 0.031990140632842556 0.002206216595368459 0.0027577707442105739 15.375233763952563
leaf_count=12740722 545 27 5163 20 24 140 27 20196 31 25 33 20 20 125 22 5904 34 22 24 22 27 64 22 39 35 20 290 20 25 139381
internal_value=-9.12099 33.5706 -9.12288 -2.1094 571.525 -9.12572 28.7781 -9.12621 -5.92412 168.848 -6.3936 -6.73755 149.423 -7.03823 40.1148 -9.1314 -3.27273 282.164 -5.91873 227.266 -7.70797 50.551 -7.37427 50.2244 -7.54511 835.5 -7.67472 15.1344 2.29137 -9.13418
internal_weight=0 0.0630978 1424.39 0.576595 0.00705989 1423.81 0.0184219 1423.79 2.30583 0.00617741 2.29965 2.29601 0.00441243 2.2916 0.0162157 1421.49 0.672565 0.00617741 0.666388 0.0050743 0.661313 0.0100383 2.27538 0.00672896 2.26865 0.00485368 2.26479 0.0369541 0.0347479 1420.81
internal_count=12913069 572 12912497 5227 64 12907270 167 12907103 20903 56 20847 20814 40 20774 147 12886200 6097 56 6041 46 5995 91 20627 61 20566 44 20531 335 315 12880103
is_linear=0
shrinkage=1


Tree=60
num_leaves=31
num_cat=0
split_feature=269 698 618 268 350 459 269 92 188 269 462 323 718 774 269 372 675 375 421 421 735 424 114 93 566 609 44 301 111 519
split_gain=237985 101896 69446.8 61606.1 59962.4 51872.8 46221.4 34744.3 30716.3 29864.6 25380.3 24058.3 49179.7 23403 21167.7 22616.5 20954.2 19232.9 19125.6 16954.9 59630.1 16894 102836 16400.1 13735.4 12603.3 14203.4 12488.8 11622.9 11468.9
threshold=6.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 6 9 10 14 17 11 -3 23 24 27 19 25 -6 -2 -7 21 -21 -1 -23 -5 -13 26 -16 -9 -14 -18
right_child=2 4 -4 5 16 18 -8 13 -10 -11 -12 12 28 -15 15 -17 29 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.16196562088974 8.1003367547486427 -4.2088137859409818 -4.5822769962838272 -4.5930025328158672 -4.5246672654203222 -4.794803155050114 5.4240229423459345 -3.7736527457349514 -0.64981193814552363 -0.24025311551617978 -5.1210213891550618 -4.284961712877605 8.4739034326222296 5.0218075954287889 -1.8860812128371691 -5.1523060249619439 10.329796068860471 -2.9888250524175279 10.020471756156596 -4.9803138647080685 11.297343500866827 -4.6371033556585148 8.6457018561223258 -0.9256758000855978 4.0354469215973099 -4.9450348892674736 4.9697906800984955 1.1914720878376093 -4.8286610122423257 2.6649292308239856
leaf_weight=74227.721666262485 19.62456709379331 1238.0114322323352 9.3382169762626273 666.82979028578848 2.9994400632567695 1.1628047958947707 4.7704812139272681 66.154648234136403 6.4699651463888577 17.674632897600532 404.71569998655468 23.089129075407989 4.9493742594495407 3.4645619816146782 34.114903781097382 53.799101890064776 2.8801780329085869 1.6994839324615885 3.4764881846494973 11.043664010241626 2.826510119251906 146.33451123721898 6.0704373447224489 12.421140460763125 2.1705689523369065 12.510586983524261 3.3154844436794511 5.4860533960163584 0.75731389271095384 6.0585111416876316
leaf_count=12447838 3291 207612 1566 111826 503 195 800 11094 1085 2964 67870 3872 830 581 5721 9022 483 285 583 1852 474 24540 1018 2083 364 2098 556 920 127 1016
internal_value=-5.12509 -5.12895 2.87867 -5.14603 -4.35384 -4.23344 -4.40501 -5.155 5.3854 -4.30062 -4.43355 -4.40167 -1.67579 -3.00525 -5.15716 -3.72972 2.70777 7.21655 6.30713 -5.15915 -1.6632 -5.15981 -4.10804 -4.52594 -3.56999 -2.19722 -1.27881 -3.39344 6.70857 5.13466
internal_weight=0 76964.8 37.1322 75305.4 1659.44 732.531 1647.5 74572.8 27.794 727.892 1642.73 710.217 30.9664 75.1053 74497.7 103.74 11.9381 21.3241 4.63929 74394 13.8702 74380.1 152.405 679.251 25.2597 49.941 37.4304 71.6407 5.70669 8.93869
internal_count=12913069 12906842 6227 12628558 278284 122844 276282 12505714 4661 122066 275482 119102 5193 12595 12493119 17397 2002 3576 778 12475722 2326 12473396 25558 113909 4236 8375 6277 12014 957 1499
is_linear=0
shrinkage=1


Tree=61
num_leaves=31
num_cat=0
split_feature=345 271 679 496 386 447 382 408 375 397 355 698 350 611 615 273 608 375 252 573 762 720 296 67 399 611 87 391 618 679
split_gain=189323 318419 105644 45617.5 103385 40137.4 172137 42912.5 29968.1 29856.1 25546.6 36234.5 23977.4 62619.5 22622.7 19596.9 15963.8 15671 17635.4 13946.1 13319.5 11902 11469.7 11413.6 33040 30844.8 19055.7 11250.6 30530 10948.8
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 14 9 10 -8 19 16 -7 -12 17 -14 -5 -15 -1 18 -11 29 23 -18 -10 -19 26 -26 -25 -22 -29 -4
right_child=1 -3 8 4 -6 6 7 -9 22 12 11 -13 13 15 -16 -17 21 20 -20 -21 27 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-4.1771902573431614 -3.8440632475219125 1.6024029688159338 -4.0514582473456926 -3.7767199853726843 1.7729879355701037 -3.987946313387138 -4.1192981791358392 1.8959610655448946 -3.8284276592046558 -4.1189209269987002 -3.9101000834978183 1.7230479110865016 -3.8329444327071807 -4.0657074749159117 -0.16893458155307428 1.8289397655681903 -3.3801433792139797 -4.0132406067199131 -0.8517000193030575 -2.8976574601857701 -4.0694702154603597 0.22807184089939714 0.74213040368864647 -3.8356658051381607 -3.8733164352109766 1.7643891286312963 0.96239403964314008 1.8755480726168869 -4.209726369254656 -3.7443625301792784
leaf_weight=126152.13766083121 350.32245401293039 154.76255994290113 17698.447502702475 369.27862644195557 39.346689805388451 1126.7920517548919 14.376048222184179 67.756499387323856 12682.445425614715 39802.681103646755 28.03492397069931 19.265860542654991 164.02060460299253 6.9435334950685492 18.238999955356121 30.039747022092342 140.19091922789812 9597.6421257480979 16.527565643191338 109.14061099290848 24.9543422088027 9.7796246409416181 5.4928891733288756 523.17731954157352 17.538126856088638 21.727066077291965 8.4104771912097913 16.022285036742687 16.98394812643528 1242.4687118828297
leaf_count=7739692 21493 9495 1085836 22656 2414 69131 882 4157 778094 2441976 1720 1182 10063 426 1119 1843 8601 588835 1014 6696 1531 600 337 32098 1076 1333 516 983 1042 76228
internal_value=-4.10896 -2.17522 -4.11361 -4.14354 -3.11102 -4.14602 -3.58277 0.843082 -3.94552 -4.15003 -3.89237 -1.61569 -4.08483 -2.99482 -3.60692 0.722232 -4.17596 -4.08921 -4.11756 -4.02482 -3.97879 -3.14485 -3.82645 -3.9874 -3.55299 -0.753739 -3.75975 -2.46716 -1.25574 -4.03131
internal_weight=0 505.085 209970 178232 426.864 177805 1256.23 82.1325 31738 176549 1174.09 47.3008 50246.7 201.004 387.518 36.9833 126302 50045.7 39819.2 19050.1 10226.5 149.971 12687.9 10168.5 570.853 39.2652 531.588 57.9606 33.0062 18940.9
internal_count=12913069 30988 12882081 10934890 26189 10908701 77072 5039 1947191 10831629 72033 2902 3082736 12332 23775 2269 7748893 3070404 2442990 1168760 627414 9201 778431 623858 35023 2409 32614 3556 2025 1162064
is_linear=0
shrinkage=1


Tree=62
num_leaves=31
num_cat=0
split_feature=618 96 609 273 397 13 159 714 609 424 429 87 408 164 48 273 87 609 618 164 87 159 188 335 87 163 671 488 273 375
split_gain=966888 351253 193139 343838 166926 174487 134907 119693 116911 171686 151812 117083 110251 110027 112267 107183 76600.8 75105.2 88988.3 77012.2 74531.2 72032.5 64685.2 64105.2 61866.2 48949.4 47621.4 47004.6 46979.6 42519.8
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 12 4 13 23 7 16 10 20 11 -1 24 25 17 -14 -3 21 -19 29 -10 -15 28 26 -2 -4 -6 -11 -13 -20
right_child=1 6 3 -5 5 -7 -8 -9 9 27 -12 22 15 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.28906735737355 -3.1481828983722906 -2.6991420876628949 -2.7399104918077168 -3.2304260164147696 -2.997098527296103 -0.90706149891971988 -0.85260008704143786 -0.98678712546187075 -3.1349165687415437 -3.2481806491895262 -0.93051633753541108 -1.7340256208834082 -3.1491302157585386 -1.4238688033648756 -3.2776292193709557 -1.3067040598068345 -1.0614309110967226 -2.8376483246390154 -1.3929692306231773 -2.918384445824743 -1.9033885124768659 -3.083780354490564 -3.2254323564456837 -1.3769401979725728 -1.4247405652965703 -0.95744386531110459 -0.79099459954778739 -0.78086320170823598 -2.9017594127585404 -2.8820618327680605
leaf_weight=398251.98681461811 30520.623804628849 2702.5595515742898 4371.2592692151666 10283.003585480154 9047.2183071002364 446.93974506855011 825.77883860468864 606.5555169954896 32215.620970658958 95.372079491615295 274.07785098999739 912.96948970854282 602.85439462959766 2865.8374866843224 687.23998457193375 663.0073728710413 319.34842140227556 1495.7599051967263 1694.5296558365226 535.49396757036448 499.02817247062922 287.67460578680038 975.7716923803091 258.68897378444672 209.71728100627661 159.69369029253721 98.917365126311779 405.52613375335932 553.33727329224348 216.22346453368664
leaf_count=10222288 783400 69369 112201 263943 232223 11472 21196 15569 826907 2448 7035 23434 15474 73560 17640 17018 8197 38393 43495 13745 12809 7384 25046 6640 5383 4099 2539 10409 14203 5550
internal_value=-3.21306 -2.86505 -2.92441 -2.7525 -2.53078 -2.83759 -2.00621 -2.26876 -3.26829 -3.088 -3.28323 -3.28483 -3.09875 -2.28532 -2.05724 -2.18414 -2.52607 -1.93904 -2.23004 -1.85851 -3.11613 -1.57529 -2.59453 -2.92933 -3.13642 -2.67709 -2.97324 -1.25065 -2.17469 -1.56148
internal_weight=0 68898.9 64444.7 32448.5 22165.5 9851.76 4454.24 3628.46 434184 33215.5 400968 400694 31996.2 12313.7 7782.76 1265.86 3021.91 7095.52 3942.01 2446.25 32714.6 3153.51 2442.08 9404.82 30730.3 4530.95 9146.14 500.898 1466.31 1910.75
internal_count=12913069 1768490 1654159 832884 568941 252874 114331 93135 11144579 852573 10292006 10284971 821275 316067 199767 32492 77566 182127 101183 62790 839716 80944 62683 241402 788783 116300 234762 12857 37637 49045
is_linear=0
shrinkage=1


Tree=63
num_leaves=31
num_cat=0
split_feature=618 268 583 338 617 214 129 252 48 509 537 456 762 229 597 403 509 338 159 679 71 388 610 394 397 646 735 609 406 427
split_gain=79171.6 391991 244135 200213 105083 97403.2 608027 129076 48976.9 169886 108536 83101.8 63088.3 180606 41559.6 36134.1 33612.5 31189.9 24440.6 22434.3 21623.3 36901.7 14197.6 37649.6 13150.7 11994.7 25217.9 12252.2 16198.9 16284.7
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 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 3 4 8 -3 -1 7 -7 17 12 -11 -12 22 -14 -9 24 -8 20 -15 -17 25 -22 -10 -24 -5 27 -27 -2 29 -29
right_child=1 2 -4 15 -6 6 16 14 9 10 11 -13 13 18 -16 19 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-5.0258589744561331 -4.7934102615676295 -4.4141585042885918 9.369627569412625 2.268945095868788 9.1572455971506592 -5.0119890045029152 -5.0797813162173071 -5.0797813162173071 -4.7253925952526084 -4.3382430777421259 -5.0428392918035438 8.8358624249190605 -4.9386319979363851 -5.0021437996685956 9.1845386161649429 7.9357402653648856 9.4242341457679792 -2.7589196716745295 9.4021568781054299 -2.7243186091273319 -4.3283596504238924 5.4789209344075074 -5.0797813162173071 8.6471571251311232 -2.5879891319093948 -4.2699536072213258 6.9300514793232226 -5.016569647504288 3.6311480405481662 0.14025125712529807
leaf_weight=76348.686730745248 4956.8556936224923 36.657397309318185 30.520279495976865 11.716315825469794 6.7570287035778156 365.82319212611765 1.6737594036385406 2.6725047267973396 622.76248033158481 16.31743221078068 5.4138884413987425 21.242279838770628 34.715009853243828 1.2880370719358296 8.6649766657501459 12.77705223765224 35.210938565433025 70.14636117964983 13.782685459591448 2.3349976865574709 539.37757769599557 3.8641112158074966 6.3919700682163221 2.90669328533113 10.634915716946123 8.5203307913616282 2.6311773341149083 5755.2664807531983 2.1696881158277384 6.1302299145609132
leaf_count=11084467 719647 5322 4431 1701 981 53111 243 388 90414 2369 786 3084 5040 187 1258 1855 5112 10184 2001 339 78308 561 928 422 1544 1237 382 835562 315 890
internal_value=-4.97998 -4.74314 2.51611 -4.78747 -2.3019 -5.01756 -3.48793 -4.68632 -4.81012 -4.01317 2.08508 6.01709 -4.39752 -0.97017 5.82211 2.51165 8.76607 -4.86104 8.17108 6.28863 -4.87412 -4.2586 -4.66748 -0.788842 -0.0420276 -4.90528 -1.62733 -4.90869 -5.00783 -5.01108
internal_weight=0 12181.2 73.9347 12107.2 43.4144 76762.7 414.045 377.161 12069.8 724.82 42.9736 26.6562 681.847 49.7857 11.3375 37.4633 36.8847 11345 15.0707 15.112 11274.8 543.242 632.061 9.29866 22.3512 10731.6 11.1515 10720.4 5763.57 5761.4
internal_count=12913069 1768490 10734 1757756 6303 11144579 60112 54757 1752317 105231 6239 3870 98992 7228 1646 5439 5355 1647086 2188 2194 1636902 78869 91764 1350 3245 1558033 1619 1556414 836767 836452
is_linear=0
shrinkage=1


Tree=64
num_leaves=31
num_cat=0
split_feature=618 609 429 297 253 270 699 621 397 108 214 284 618 104 735 618 735 214 374 482 397 609 375 608 13 355 160 348 160 338
split_gain=881450 178922 152026 224460 144392 133097 126846 99405.7 90734.6 83824.2 76475.5 74376.7 66853.8 55609.3 55373.1 52857.9 51754.2 46742 46364.5 43354.2 42807.2 39818.1 35982.6 34328.4 32016 28656.6 25672.9 24749.2 24600.1 23993
threshold=5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 7 4 16 6 -3 12 17 -9 19 14 -1 15 22 29 -4 -5 23 -7 -18 -14 24 -16 -2 -6 -10 -21 -8 -12
right_child=1 5 3 8 25 10 28 9 26 -11 13 -13 21 -15 18 -17 20 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2343824830248664 -2.5780231264343394 -3.9254369723981615 -4.0592873648845424 -4.0778090299350866 -1.5923038486719978 -3.9198444738606097 -3.6448276565967932 -3.1142983286441215 -3.9240796967468432 2.2034361162982155 -4.264662372844823 -0.75158357292967626 -3.5631054945296312 -4.2545785185939291 -2.3663181963249622 1.8556528177163933 -0.94519489645034493 1.4254407232793769 0.73988587191968325 0.97626970167202565 -3.6952291806488544 -4.1450684326898113 -3.4469534280823115 2.0817583643449291 -3.4294603852361218 2.0704292509820004 1.4018111578754482 -3.5091827107306561 1.9758755313118828 0.93829422948095775
leaf_weight=182722.64181194454 2015.9318661578 3492.5826920382679 2071.0305479876697 17.304862383753061 41.70087281987071 164.34235529601574 9.4599914364516717 105.61349789053202 72.003609616309404 41.20864562317729 26.011130925267935 181.12422628328204 2364.0441689193249 28.718380507081747 560.35451713576913 96.045831754803658 101.67568031698465 142.73050494119525 57.882841911166906 34.148261770606041 127.68681124225259 2338.8175250887871 1102.7888878919184 17.904764279723167 565.52290270105004 43.792838405817747 10.352153230458496 19.227624870836735 44.023569904267788 13.443955309689043
leaf_count=11878914 131057 227055 134639 1125 2711 10684 615 6866 4681 2679 1691 11775 153688 1867 36429 6244 6610 9279 3763 2220 8301 152048 71693 1164 36765 2847 673 1250 2862 874
internal_value=-4.16783 -3.16719 -4.21218 -3.45691 -3.75147 -3.66039 -3.85142 -4.22276 -0.557562 -1.62177 -1.8867 -2.73682 -4.2248 -0.257407 -2.82005 0.589763 -3.90144 0.830366 -1.95849 -3.11564 -2.47615 -3.85253 -2.96881 -2.22859 -2.76455 0.283875 -3.25461 -0.639527 0.981705 -2.4918
internal_weight=0 8429.51 190201 2628.28 2385.89 3928 3546.07 187572 242.391 146.822 381.938 4501.51 187426 164.219 4320.39 135.501 2300.39 160.035 636.142 217.718 229.362 4702.86 3684.24 578.259 2581.45 85.4937 82.3558 53.3759 53.4836 39.4551
internal_count=12913069 548008 12365061 170866 155108 255362 230532 12194195 15758 9545 24830 292646 12184650 10676 280871 8809 149550 10404 41356 14154 14911 305736 239515 37593 167822 5558 5354 3470 3477 2565
is_linear=0
shrinkage=1


Tree=65
num_leaves=31
num_cat=0
split_feature=81 378 618 508 624 185 231 501 135 136 618 397 586 81 164 735 397 331 188 611 65 10 481 75 270 764 679 600 618 403
split_gain=276081 186332 128593 1.6158e+06 252235 168052 103450 94296.8 94284.9 94378.2 92085.5 115576 53964.8 48342.9 43210.9 72949.6 39679.1 38726.2 34086.9 210954 32497.4 29257.8 29248.4 25364.3 25309.3 21297.6 20125.5 17106.5 15764.4 15912.3
threshold=2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -5 9 18 -3 14 13 -1 15 -12 21 -11 -4 -20 24 -2 -10 -18 27 -14 -8 -16 -19 -30
right_child=16 10 3 7 5 -7 26 -9 22 17 11 -13 25 -15 20 -17 23 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.5877192718885826 1.0735260806280706 -4.2245545294415585 -5.4972044829498223 -5.5671213354445186 -5.4472425467851844 18.212904272308457 1.693628601460162 19.453132471837336 -5.6300386105115834 -2.2244581984512903 -2.6247150126763348 -4.3325431655258271 -3.4970196185320828 -4.5668764994514497 13.900075174058433 18.857905239363472 -3.5291318613554425 16.69526792063262 -5.3624054255248161 18.555515382036457 -2.0716085699710263 10.165435820479463 9.7730011899775455 11.356996484845155 -3.6915063516885187 19.47395414124712 -3.6473417346132635 2.8013528944982813 1.0615180312984647 15.807078795484617
leaf_weight=49043.77228705911 53.091156356036663 40.057373072952032 1629.0994240525179 1.5893886093981588 4.9235196020454151 7.6920035206712782 24.960172998718917 28.816133334301412 1.5973554695956398 5.1386248273774964 8.3851203578524292 15.722598599735646 0.60946480510756251 468.31992641882971 11.607715307734905 1.9478973182849593 27.131142402533445 2.0873173717409372 28.023430744651705 4.246336485259234 2.0514665008522561 3.7922254540026179 5.4015312138944864 1.1950290296226729 1.0317083955742425 1.195029029622674 9.8350889137946051 1.5774383191019303 2.3462403281591837 1.0635758363641796
leaf_count=12311945 13328 10056 408969 399 1236 1931 6266 7234 401 1290 2105 3947 153 117567 2914 489 6811 524 7035 1066 515 952 1356 300 259 300 2469 396 589 267
internal_value=-5.53053 -5.53997 -5.5476 -4.70684 -5.10931 8.97895 -5.21301 18.1452 -5.32486 -5.37334 -0.787921 2.46467 -5.57743 -5.57806 6.48213 1.42502 0.156871 4.01666 -5.43345 -2.21508 9.69422 1.67965 6.25757 -2.90111 11.392 11.7155 0.183971 12.5723 9.85076 5.66089
internal_weight=0 51353.1 51270.7 1756.82 1726.41 12.6155 1713.8 30.4055 1679 1672 82.3813 42.3239 49513.9 49512.1 26.6013 10.333 85.2096 10.6358 1661.37 32.2698 16.2683 56.8834 6.99889 28.3262 14.2169 1.80449 34.7953 13.1852 5.49713 3.40982
internal_count=12913069 12891678 12870997 441032 433399 3167 430232 7633 421497 419740 20681 10625 12429965 12429512 6678 2594 21391 2670 417070 8101 4084 14280 1757 7111 3569 453 8735 3310 1380 856
is_linear=0
shrinkage=1


Tree=66
num_leaves=31
num_cat=0
split_feature=530 87 697 677 104 242 111 565 397 375 688 429 618 741 92 249 677 316 408 684 429 87 273 684 735 348 185 159 397 592
split_gain=1.54031e+06 1.09667e+06 179648 416663 70705.9 197729 38523.8 38065.8 78470.7 34847.7 41867 230344 33138.4 25171.1 25096.5 24659.8 21576 37439.4 21148.6 14693.7 25451.3 200854 18049.9 12482.3 47163.9 59519.5 22184 15513 12019.9 11122.8
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 7 -3 14 13 19 -11 -12 -7 -9 16 -16 23 -18 -13 -1 -21 -22 -23 29 26 -26 -25 -28 -27 -6
right_child=1 6 3 -5 5 12 -8 8 -10 10 11 18 -14 -15 15 -17 17 -19 -20 20 21 22 -24 24 25 28 27 -29 -30 -31
leaf_value=-4.0403056580234251 -3.9559646577958518 -3.7555770727401416 -4.0649080216526832 1.3119382878510297 -3.9101349998101251 -3.8433409555436535 1.2761493908750818 -3.8195087848612386 -3.9082104667252255 -3.9417762693795555 -3.9043489183771038 -3.9228072616099707 1.1118386516856429 0.75291469907551001 -3.9857214768756979 0.90806520871111207 -3.3754607563340961 0.92837209057661507 1.3110387638191501 -3.9618415794347812 -4.0078621410430877 -2.614208002448799 1.2467069103703485 -3.8013223857189491 -3.7932066447668031 0.8766009915736177 -3.8234622841534551 1.1421186904013378 -3.2920062707422972 -2.1117511230635535
leaf_weight=179517.78612981178 713.60389552824199 15.459533181041477 454.091348124668 211.13199392333627 9592.1583869624883 15.700509117916225 965.18277362547815 14.643922317773102 148.71922627277672 34185.254210483283 686.50337093509734 8.3229381274431926 96.130862202495337 67.695701651275158 19.296611560508609 22.077103139832616 109.58844144642353 24.783448277041316 106.64112037234008 9559.5339524317533 655.0467428676784 13.995140949264167 89.828414622694254 1872.6610786747187 73.479124136269093 56.703491607680917 10.565868001431227 15.552216233685613 7.8780594747513524 34.515168804675341
leaf_count=9684499 38497 834 24497 11390 517471 847 52069 790 8023 1844202 37035 449 5186 3652 1041 1191 5912 1337 5753 515711 35338 755 4846 101025 3964 3059 570 839 425 1862
internal_value=-3.978 -0.973491 -3.99941 -2.35838 -4.00402 -3.76938 1.19683 -3.80816 -2.53697 -4.01673 -3.92503 -3.2106 0.416159 -0.0602808 -3.83296 -1.37439 -3.84159 -2.58167 0.932129 -4.03364 -3.91759 -3.36017 0.726266 -3.8561 -3.6312 -1.84665 -3.76096 -0.866669 0.368088 -3.90369
internal_weight=0 1694.25 237670 665.223 237005 12182.1 980.642 12070.3 231.059 224823 34986.7 801.467 111.831 82.3396 11839.3 41.3737 11797.9 134.372 114.964 189836 10318.4 758.87 103.824 11663.5 2036.84 138.061 1898.78 26.1181 64.5816 9626.67
internal_count=12913069 91400 12821669 35887 12785782 657194 52903 651161 12465 12128588 1887439 43237 6033 4442 638696 2232 636464 7249 6202 10241149 556650 40939 5601 629215 109882 7448 102434 1409 3484 519333
is_linear=0
shrinkage=1


Tree=67
num_leaves=31
num_cat=0
split_feature=111 81 709 301 48 47 686 137 301 709 597 48 142 581 52 111 273 564 553 611 616 397 581 37 164 97 331 313 111 532
split_gain=9397.52 9225.74 5944.74 26543.9 18160.5 15802.5 8202.94 10317.9 4951.36 19389.7 13762.4 12027.3 8791.9 6059.44 4155.81 4146.17 4072.1 16311.8 3896.79 163441 61829.8 97508.6 3604.32 4998.44 5648.9 4155.11 13014.3 27949.7 6390.98 5019.53
threshold=6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 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 18 -4 5 6 -5 -8 -3 10 13 15 -12 16 -2 -11 -10 -18 22 -20 -21 -22 -1 25 -25 -24 28 -28 -27 -29
right_child=14 8 3 4 -6 -7 7 -9 9 11 12 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 23 24 -26 26 27 29 -30 -31
leaf_value=-7.1801962171390521 -2.6254186066058152 -6.5435120292878661 -6.3821710332699713 0.6041368050644067 66.828189085831241 48.13119718832808 78.653200988644272 3.9080947505576837 -5.5064549299783447 51.485263540011992 -7.2562228354150422 120.01699764466915 72.289539964640284 19.177446033527122 36.380309900615053 1.2286585299241803 -0.7886181649203543 77.592590817976571 -7.2367133744043493 -7.2562228354150404 119.52559524900019 -7.2562228354150413 -6.7382612588747763 -7.2562228354150422 70.214433108984451 -5.2151464537011467 -1.0477730558983929 94.56235354865612 46.116418011073165 35.168183991280266
leaf_weight=9911.0022036843002 4.0597698809579006 95.690983942709863 14.186801813542841 0.92871066369116195 0.052642651833593734 0.08485681191086758 0.031428448855876923 0.044785539619624615 16.745077550411239 0.030642737634479 0.021999914199112847 0.016499935649335384 0.037714138627052307 0.102142458781599 0.027499892748892196 0.035357004962861538 0.43292688298970361 0.02828560397028923 15.377154313959178 0.10685672610998231 0.20349920634180307 0.086428234353661537 80.507900300435722 0.019642780534922077 0.01807135809212923 5.781263167038559 0.19328496046364296 0.043214117176830769 0.024357047863304504 0.021214202977716923
leaf_count=12614052 5167 121789 18056 1182 67 108 40 57 21312 39 28 21 48 130 35 45 551 36 19571 136 259 110 102465 25 23 7358 246 55 31 27
internal_value=-7.15703 -7.15896 -7.16909 -5.20132 9.46261 6.69153 3.19232 34.7308 -6.26101 -4.7119 -4.94164 43.6531 42.9832 -5.10698 -2.36298 24.5621 -5.25114 4.01841 -7.17211 -5.60159 57.7665 81.7316 -7.17458 -6.53228 29.8651 -6.54814 -4.02368 17.9656 -4.99979 75.0057
internal_weight=0 10141.9 10028.7 15.3292 1.14242 1.08978 1.00492 0.076214 113.142 17.4506 17.3681 0.0824997 0.0597141 17.3084 4.08727 0.0659997 17.2063 0.461212 10013.4 15.7739 0.396784 0.289927 9997.61 86.6089 0.0377141 86.5712 6.06333 0.257713 5.80562 0.0644283
internal_count=12913069 12907867 12763868 19510 1454 1387 1279 97 143999 22210 22105 105 76 22029 5202 84 21899 587 12744358 20076 505 369 12724282 110230 48 110182 7717 328 7389 82
is_linear=0
shrinkage=1


Tree=68
num_leaves=31
num_cat=0
split_feature=5 731 508 87 610 537 5 494 4 107 397 669 48 441 537 185 646 417 4 48 107 164 59 167 167 107 684 397 59 583
split_gain=1.13741e+06 787371 492487 437413 334997 285114 203342 160373 128605 101469 99407.4 97538.8 96480 170450 167847 96259.9 90698.9 61082 50014.9 45858.8 43382.9 39902.4 35040.7 33425.7 33254.5 28933.2 28439.1 28378.6 26584.1 25493.4
threshold=1.0000000180025095e-35 1.0000000180025095e-35 34.000000000000007 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 15 10 8 12 23 18 -5 17 21 -15 -6 -7 25 -2 -17 28 29 24 -10 -12 -1 -8 -18 -20 -14
right_child=6 2 -4 11 5 16 26 -9 9 -11 22 -13 13 14 -16 19 27 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9338210077587021 -2.8630362994568079 -3.9583950538821133 0.8491551898303844 -3.9608230402047582 -3.7053612826185334 -2.9723564972425454 -0.10629470988791079 -1.960726868687694 -3.6057912279798123 -1.8325119919525146 -3.4877784256695366 0.85054011470629343 -3.7928746969151828 -3.953269405903741 0.68664475224510158 -3.9314050491669295 -3.8567846564944843 -2.5965562620173577 -2.1102951596543438 0.7548410297042909 -0.36690017470882408 -3.0230280598574812 -0.10994555536141304 -2.3925254333140482 -1.5808939293937523 -3.412462413188579 -2.2513041457702312 0.57327745973377775 -0.61882246469643887 -2.3118823179337569
leaf_weight=247963.38985350542 355.23706942610443 939.56351042725146 505.44257921911776 48.967411698773503 860.18104114383459 102.77547122351825 564.46524219587445 423.0476896148175 5251.2926539890468 365.47929851710796 809.11532287672162 301.96916802786291 5067.9297453537583 135.47581318952143 183.65376301109791 28.607605392113328 15.082876916974781 343.18738814257085 683.59088440239429 77.325713340193033 259.06814759597182 858.87219645269215 36.439898226410151 237.33717066049576 103.10787622444332 1069.0352582875639 69.410319255664945 350.20944378711283 144.82470384053886 118.95943970605731
leaf_count=11935483 17099 45225 24329 2357 41404 4947 27170 20363 252766 17592 38946 14535 243940 6521 8840 1377 726 16519 32904 3722 12470 41341 1754 11424 4963 51457 3341 16857 6971 5726
internal_value=-3.86162 -3.88361 -1.79687 -2.83323 -3.89784 -2.37367 -1.93358 -3.90618 -3.90932 -3.4459 -2.35568 0.179194 -3.91993 -3.53547 -1.28308 -3.35507 -0.348004 -3.92975 -1.83286 -0.510694 -1.49635 -3.65437 -3.15078 -3.55333 -3.27224 -3.93158 -0.341176 0.390361 -1.84955 -3.75891
internal_weight=0 265248 1795.94 1290.5 263452 1434.18 3025.26 262018 261595 5854.11 2391.38 350.937 255741 6364.89 319.13 966.114 468.068 249376 1442.72 105.933 1087.48 6045.76 948.663 5488.63 912.223 249032 633.876 365.292 828.416 5186.89
internal_count=12913069 12767451 86446 62117 12681005 69033 145618 12611972 12591609 281782 115107 16892 12309827 306368 15361 46503 22530 12003459 69444 5099 52345 291007 45663 264190 43909 11986940 30511 17583 39875 249666
is_linear=0
shrinkage=1


Tree=69
num_leaves=31
num_cat=0
split_feature=164 87 164 580 159 164 311 355 375 81 81 427 609 747 273 273 520 609 424 581 616 181 47 394 297 736 273 397 87 338
split_gain=2.23639e+06 1.11342e+06 216715 138996 121164 98988.4 111031 90824.5 107815 82283.4 73949.9 49082.4 41071.1 37007 69520.4 36544.3 32733.4 84401.5 25627.8 24459.8 22294.3 23311.5 28120.7 18393.1 18592.1 18730.9 18288.8 24495.8 17198.8 17153.1
threshold=2.5000000000000004 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 10 -3 13 9 8 11 16 12 15 18 -1 -15 23 20 -18 26 -8 21 29 -23 24 25 28 27 -2 -4 -7
right_child=1 4 7 -5 -6 6 19 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.344606169244603 -2.6032969466053184 -3.1501176296277307 -1.3512761044241417 -0.6769405114532332 -0.66230814470706889 -3.2461346300632847 -3.2456308092394348 -3.2280304924534802 -3.1172548198317145 -2.6308871441127328 -2.0583679357140046 -3.1218691811814554 -3.2244198714659547 -3.3735140140477458 -0.68232595616542557 -3.1684220321820584 -3.3317932661272951 -0.95555797367551554 -1.3456760684712497 -0.72500328315810192 -3.3261410225249808 -3.2302160860977569 -0.76030363880025087 -2.3111486389349754 -3.2963195785347863 -3.1568911528006431 -3.2691189083440095 -3.0426332989234033 -2.9523496689360895 -3.1009291443650775
leaf_weight=356534.53315880895 3171.7470159009099 206.06606004014611 2824.2565790005028 286.04956557974219 3917.2418515719473 54867.065998762846 46.871658720076084 586.1532705873251 622.3923473842442 2201.2755765616894 939.34630332887173 225.67563154548407 4251.6347135081887 265.55701149255037 150.32778456062078 142.27056850120425 459.29810632765293 221.59183710440993 115.41318163648248 215.48454091325402 29629.841798920184 100.99113279953599 84.803118798881769 276.99899411574006 54.119474079459906 61.220125675201416 889.78890592232347 2115.6262661218643 68.725477620959282 9551.5904973223805
leaf_count=9690824 86210 5601 76765 7775 106473 1491320 1274 15932 16917 59832 25532 6134 115562 7218 4086 3867 12484 6023 3137 5857 805357 2745 2305 7529 1471 1664 24185 57504 1868 259618
internal_value=-3.27275 -2.25764 -2.62233 -2.85434 -0.786639 -3.31913 -3.22976 -2.06069 -1.90066 -3.23531 -2.90857 -1.69339 -2.98432 -3.34351 -2.40074 -1.59934 -3.24933 -2.55846 -2.82209 -1.17533 -3.25432 -3.22138 -2.10286 -1.53139 -1.45959 -1.42594 -2.84967 -2.77909 -1.38931 -3.2246
internal_weight=0 20754.7 16631.4 11769.6 4123.31 454329 97378.8 4861.81 4275.66 97116.5 11483.6 3653.27 10544.2 356950 415.885 3427.59 94915.2 680.89 6292.58 262.356 94234.3 64604.5 185.794 3285.32 3008.32 2954.2 6177.16 5287.37 2892.98 64418.7
internal_count=12913069 564126 452052 319905 112074 12348943 2646815 132147 116215 2639684 312130 99298 286598 9702128 11304 93164 2579852 18507 171036 7131 2561345 1755988 5050 89297 81768 80297 167899 143714 78633 1750938
is_linear=0
shrinkage=1


Tree=70
num_leaves=31
num_cat=0
split_feature=97 48 96 388 618 269 69 513 606 97 615 394 259 114 155 513 97 316 634 537 230 547 397 346 316 655 372 111 388 592
split_gain=1.15118e+06 346013 291539 159094 148681 196231 123148 118620 111888 102022 95832.4 66706.8 49153.7 50466.9 44378.9 40994.7 38294.8 36828.9 69613.7 32520.1 29929.1 28570.7 24838.8 38922.4 24827.3 24331.5 23197.3 20362.3 20089.7 42747.6
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 9 5 -3 7 12 25 17 21 15 13 20 -8 -9 -11 28 -19 -5 22 -7 23 -6 -20 26 -2 -15 -1 -30
right_child=2 4 -4 19 6 10 14 11 -10 16 -12 -13 -14 27 -16 -17 -18 18 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.2972905153652574 -1.5710352542114312 -4.0605994775945673 2.4545383040683708 -3.0535553876937445 -3.0067277667670962 -1.3868354339308278 -4.0930233952473438 -0.043764990361129463 2.0491030430566761 -4.0360548282501361 -3.351508542492752 2.0430871243580508 2.290371124012121 2.1653678621446337 2.4849054682214939 -3.8399983047000901 -3.4947081657754051 -3.9527603541437699 -2.519282853272685 -1.2542973746007653 0.91482662722290709 2.5385589830034361 -3.8265986784204826 1.3177013290288002 0.8708849878635947 -3.2564491793880865 -3.6651589378091414 -4.2999594254209441 -4.0447671436877197 -0.67412169871368022
leaf_weight=170366.33761098702 478.51458376459777 1738.2863073367625 214.74103567469865 533.32242155261338 319.46212299726903 24.848337416537106 12.0993066560477 60.900806056335568 71.296391727402806 6460.4377834787592 67.672375055961311 73.606521876528859 16.83507346175611 24.068668491207067 67.340293847024441 53.378444758243859 1638.069973804988 1140.4246247429401 49.133580609224737 123.76522273942828 16.50299225281924 73.057865966111422 510.36550319567323 22.263879312202334 38.550296863541007 146.43337482772768 59.471413026563823 6.1074065817520014 1997.2952119940892 38.348160475492477
leaf_count=11799601 33142 120394 14873 36938 22126 1721 838 4218 4938 447451 4687 5098 1166 1667 4664 3697 113453 78986 3403 8572 1143 5060 35348 1542 2670 10142 4119 423 138333 2656
internal_value=-4.23213 -4.25011 -0.796949 -4.26787 -3.20021 -3.74727 -2.31974 -2.5935 -1.72088 -4.27349 -0.457809 -0.304727 -3.06316 -3.16344 1.48303 -1.81694 -3.92656 -4.28967 -3.744 -2.71466 -3.30311 1.5423 -3.3848 -2.72499 -1.02879 -2.1136 -1.80253 0.856835 -4.29356 -3.98127
internal_weight=0 185472 970.457 182386 3086.8 1903.86 1182.93 1103.49 755.716 181729 165.579 187.886 915.606 898.771 79.4396 114.279 8098.51 173630 1228.11 657.088 868.594 97.9062 852.092 341.726 87.6839 684.419 537.986 30.1761 172402 2035.64
internal_count=12913069 12845855 67214 12632063 213792 131862 81930 76428 52341 12586553 11468 13013 63415 62249 5502 7915 560904 12025649 85059 45510 60159 6781 59016 23668 6073 47403 37261 2090 11940590 140989
is_linear=0
shrinkage=1


Tree=71
num_leaves=31
num_cat=0
split_feature=643 677 629 643 609 397 580 93 509 667 87 544 544 629 581 571 544 629 11 84 643 736 519 296 629 133 355 188 619 24
split_gain=230951 176234 77569.7 76163.8 59960.2 59721.5 43509.7 40801.7 26884.3 35556.7 23891.5 23205.8 21972.7 22768.7 21650.9 26047.3 19800.1 23637.2 18856.4 16503.3 16412.8 17348.9 14781.7 13780.6 12755.3 12751.1 12213 11775.7 11680.8 11532.7
threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 20 7 8 10 -10 16 18 14 -14 22 29 28 -18 24 -8 21 -5 26 -12 -4 -23 -1 -17 -2 -16
right_child=1 4 11 5 -6 -7 19 -9 9 -11 23 -13 13 -15 15 27 17 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6506387087303844 -4.212009438555822 -3.9893898714206188 -3.7811617657180259 -2.570015400373848 5.283965692397067 -4.2415650576465138 -4.500745496813245 3.777139679631639 -4.6204509495983048 5.3883291175083334 -4.716040983497054 -0.21875748387971328 -4.267992096653261 -1.8983017757042107 -4.13802542556029 -3.9187074117525764 -3.463254601076847 0.77010304465060564 2.4825060887305188 5.2436083117928503 -0.78798948936719793 -3.1724818162555088 -4.0378738582655567 5.4028468906419613 -2.1793365058755829 3.7249047241708082 -4.0872377043456973 1.0310331145956164 -0.87029244055052279 1.03694470674378
leaf_weight=122200.64037665538 2436.1570036560297 9.2203806890174729 271.2649834221229 209.41036098636687 28.599980400875211 163.33810506761074 2.3223895626142603 6.5817508455365887 7.3229390038177353 6.8881086176261306 1.9962667729705561 24.72603696025908 906.37429249007255 42.445375197567046 207.43385923095047 6.8979911264032152 67.290002263151109 16.404964569956064 5.3760847747325888 6.9078736351802945 95.059851926751435 4.0814761249348503 397.2472053123638 4.130888668820262 60.866371558047831 7.8071819338947535 385.97126279771328 15.851544078439472 10.505106830038129 4.3977164058014742
leaf_count=12365346 246512 933 27449 21190 2894 16528 235 666 741 697 202 2502 91715 4295 20990 698 6809 1660 544 699 9619 413 40197 418 6159 790 39056 1604 1063 445
internal_value=-4.61594 -3.76109 -4.63711 -3.84532 3.02318 -2.68872 -4.06149 -4.08623 -4.10652 0.230814 -4.13082 -3.17587 -4.64137 -4.16198 -4.64506 -3.68527 -4.14592 -2.63348 -3.39251 2.79187 -1.88698 -2.35905 -4.64689 2.10605 -3.48761 1.35697 -4.64886 -0.4698 -4.19766 -4.03059
internal_weight=0 3084.02 124529 3046.2 37.8204 479.697 2566.51 2557.28 2550.7 14.211 2536.48 362.233 124167 948.82 123218 234.581 2530.36 83.695 337.507 9.23026 316.359 221.299 122984 6.12716 332.131 11.8887 122587 22.7495 2446.66 211.832
internal_count=12913069 312069 12601000 308242 3827 48540 259702 258768 258102 1438 256664 36654 12564346 96010 12468336 23737 256044 8469 34152 934 32012 22393 12444599 620 33608 1203 12404402 2302 247575 21435
is_linear=0
shrinkage=1


Tree=72
num_leaves=31
num_cat=0
split_feature=579 185 639 531 667 513 616 264 513 97 137 276 578 167 607 273 465 537 164 607 643 748 643 723 2 703 166 199 551 617
split_gain=1634.93 4006.85 9327.57 1850.02 3912.27 1671.47 2664.87 1099.64 20143.7 116387 8244.18 924.223 4155.87 900.717 103732 319785 7571.08 20406.4 18425.4 1547.36 710.093 3336.7 23135.3 65927.9 2632.51 14214.1 1958.75 25916.8 702.737 615.909
threshold=2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 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=7 3 -3 11 5 -5 -7 13 -9 -10 -11 -2 -13 20 16 -16 28 -18 -19 -17 -1 24 -23 -24 26 -26 29 -28 -15 -22
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12 12 -14 14 15 19 17 18 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-8.9649688230094124 -7.1485268470972922 -9.0427643017660557 218.72350430994589 -4.6414837488811616 99.41736360859062 93.554653991815769 -9.0427643017660522 -8.7437799638666238 -6.6093639960845145 328.38874475265533 545.77250539347824 -9.0427643017660664 96.404582277748034 -8.7796842315917676 -9.0427643017660646 634.64451655755806 -9.0427643017660611 323.11637742369459 -9.0427643017660344 719.80929525576744 -8.6549458645092834 -9.0427643017660717 -9.0427643017660557 569.41125122005246 -9.0427643017660717 232.527520589452 -9.0427643017660717 301.54760198694288 14.932632394209321 -4.41689441373767
leaf_weight=1646.6252076897217 1.9005008527165035 0.0056637006491654374 0.0026342793717049062 0.045441319161909521 0.004609988900483585 0.0048734168376540765 0.0052685587434098125 1.0033970126823977 0.041094758198596426 0.0035562771518016225 0.0034245631832163781 0.017649671790422761 0.0047417028690688303 10.64314723153074 0.02858193118299901 0.0060588425549212843 0.018571669570520366 0.0042148469947278491 0.0027659933402901515 0.0032928492146311328 39.967154913538252 0.063749560795257731 0.0068491263664327562 0.0027659933402901515 0.015278820355887457 0.002897707308875396 0.036879911203867688 0.002897707308875396 0.012512827015599082 0.34588088150485319
leaf_count=12501523 14429 43 20 345 35 37 40 7618 312 27 26 134 36 80805 217 46 141 32 21 25 303439 484 52 21 116 22 280 22 95 2626
internal_value=-8.94364 -6.08 63.264 -6.37016 10.893 3.55095 40.2573 -8.94699 -5.7141 57.5191 435.03 -6.91056 13.2873 -8.949 -8.03522 157.037 -8.62146 45.7464 191.506 664.632 -8.9548 -8.54084 12.7661 157.362 -8.57956 29.4684 -8.5967 13.583 -8.75184 -8.61858
internal_weight=0 1.99138 0.00829798 1.98309 0.0601933 0.0555833 0.010142 1698.84 1.05147 0.0480756 0.00698084 1.92289 0.0223914 1697.79 10.7191 0.0379336 10.6812 0.0255525 0.00698084 0.00935169 1687.07 40.4444 0.0733647 0.00961512 40.371 0.0181765 40.3528 0.0397776 10.6557 40.313
internal_count=12913069 15119 63 15056 457 422 77 12897950 7983 365 53 14599 170 12889967 81382 288 81094 194 53 71 12808585 307062 557 73 306505 138 306367 302 80900 306065
is_linear=0
shrinkage=1


Tree=73
num_leaves=31
num_cat=0
split_feature=13 13 97 97 97 528 684 27 432 766 13 433 13 432 423 213 441 27 724 618 302 616 244 13 766 160 164 462 609 679
split_gain=1.04806e+06 293786 223230 96161.7 91415.9 80789 62430.5 45603.6 34836.7 34036.3 31368.1 30568.4 29071.1 23734.9 22071.5 19646.2 44821.1 16805 16091.7 14798.2 14338.2 14242.3 14043.1 13007.1 12771.7 12738.7 12647.3 11900 11844.2 12395.5
threshold=4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 12 8 23 7 9 21 13 -5 -6 -1 14 27 -12 -17 26 -18 -15 -13 25 -8 -4 -7 28 -10 -2 29 -3
right_child=2 4 5 10 11 24 22 -9 17 -11 15 20 -14 19 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.4081246487437813 -2.4224645798368778 -3.5834200698810283 -1.3919079222572575 -4.1916692695665727 -2.8105149443623674 -0.30385578845922012 -3.9394231862923701 -3.4029334429143665 -2.5662210385435573 -0.21324030517493142 -3.8207019578590655 -1.2875779024086751 -4.1849744085810894 -0.71749576101176871 1.004492550321693 -3.4809986466711411 2.2084645992679128 -3.893079923353528 -4.0749285491995941 -3.6380277498355973 2.8786189167346556 -4.2658947199526231 0.0050827671448718803 -0.218492739980368 2.4233231971553852 -0.92335585659209007 -3.884522302676308 -3.9028626891975424 -4.423809588731725 -4.2393591177232466
leaf_weight=149109.6988265533 402.71708025969565 1480.2312747817487 238.04392844438553 4252.2945836093277 700.14148427546024 20.502577389590442 330.49476118013263 260.92172485683113 395.38261272758245 106.63689360301942 2630.6203210819513 82.923855336382985 6075.9146656952798 138.98946479894221 17.409572398290038 112.99256208725274 22.081706520169977 202.78106141276658 4.9984004711732259 19.823943383060396 9.1746097421273571 845.40831363480538 9.2790149739012104 156.62089831475168 105.71029717102647 15.491126264445482 89.188169242814183 62.760594950057566 267.04248156957328 357.71842536516488
leaf_count=11425458 30858 113422 18240 325830 53648 1571 25324 19993 30296 8171 201570 6354 465564 10650 1334 8658 1692 15538 383 1519 703 64779 711 12001 8100 1187 6834 4809 20462 27410
internal_value=-4.33461 -4.36103 -1.98033 -4.38301 -3.55901 -0.221963 -2.65925 -2.26454 -3.77018 -1.86762 -4.02107 -2.58523 -4.39939 -2.14254 -2.49132 -3.75926 -2.60528 -3.12873 1.04869 -1.08205 -0.872552 -3.91884 -3.8317 -0.926244 1.98031 -3.78048 -2.80886 -2.62207 -3.8015 -3.71108
internal_weight=0 166654 1869.91 162209 4445.48 520.878 1349.03 1009.26 3653.24 748.338 7022.99 792.24 155186 641.701 482.887 2770.69 140.073 687.352 27.0801 158.813 92.0985 2965.89 339.774 394.665 126.213 2120.48 484.571 465.478 2104.99 1837.95
internal_count=12913069 12769788 143281 12429155 340633 39912 103369 77334 279928 57341 538133 60705 11891022 49170 37001 212303 10733 52668 2075 12169 7057 227260 26035 30241 9671 162481 37130 35667 161294 140832
is_linear=0
shrinkage=1


Tree=74
num_leaves=31
num_cat=0
split_feature=167 167 161 97 33 609 609 167 676 766 11 531 167 176 616 397 346 167 639 726 167 27 329 433 720 771 714 161 13 691
split_gain=541582 122156 55014.1 50306.8 51024.6 116517 51390.2 41059.7 36651.9 26616.6 25118.5 24721.6 33527.6 21791.1 21496.6 18538.7 18378.9 18198.5 16464.1 15066.4 13979.7 13252.6 11894.1 17586.9 19985.9 11286.6 11152.8 10630.2 8814.48 8376.69
threshold=3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 20 -6 18 26 17 10 -5 16 19 -10 21 25 -11 22 -7 -13 -1 -9 -3 24 -24 -14 -2 -19 -18 -21
right_child=2 8 -4 9 5 6 -8 14 13 11 -12 12 15 -15 -16 -17 28 27 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1354546288752143 0.58757961476502985 -4.0583465752663415 9.4828019447080969 -4.8557505324736532 -4.8836337468054536 -4.8028613972087486 -3.6348532357537842 7.0164645752723658 -0.61807334629715616 -4.3840761270452937 6.947761495311223 -4.3144792150949307 0.85873734196276352 8.7593761266097907 -2.7012761148132478 -3.8171443539586409 -4.9204621705554494 -2.3953079353316737 10.391664417944749 -4.5270017810821388 -4.7929134055003138 -0.27387307331502786 -4.1379654423386736 5.7839590992771726 10.290120852375159 6.5784104479951324 -4.851930251355741 4.4341878770323984 5.6977278347006912 8.3981439315713846
leaf_weight=73992.400121089071 26.227167919278148 325.74019423499703 13.144367020577191 3298.552738212049 40.122641626745462 0.76957652345299443 4.3650380410253993 21.197215761989362 17.706416651606563 377.31413453072309 1.8038873709738243 36.324011906981468 8.8408951014280337 2.8812945038080207 3.0906193181872359 5.3069997057318679 1.1020335815846913 68.135227080434561 9.7212906442582607 0.75110668689012472 1210.9378945715725 2.8258849941194049 10.903360184282061 2.9243907891213885 1.0527806840837008 5.6579266004264346 4.4019777141511431 2.3579824678599826 2.6904395259916782 1.5083699859678743
leaf_count=12018363 4260 52909 2135 535774 6517 125 709 3443 2876 61286 293 5900 1436 468 502 862 179 11067 1579 122 196689 459 1771 475 171 919 715 383 437 245
internal_value=-5.09296 -5.10076 3.64388 -5.10992 -5.12771 -2.08238 5.4832 2.31473 -3.42318 -4.75195 -4.8493 -4.02089 -2.10479 0.694321 5.14894 1.23977 -4.31445 -3.62937 9.27704 -3.82163 -5.12994 6.15889 -3.93205 -1.16729 -2.86752 3.09075 -0.194179 -2.16686 2.61225 4.1015
internal_weight=0 79429.9 70.8872 78998.2 75258.3 54.9785 14.8559 57.7429 431.702 3739.85 3300.36 439.496 58.3893 20.5877 27.1137 19.8058 381.107 411.114 10.4909 38.5835 75203.3 24.0231 340.621 14.8805 11.9561 14.4988 30.6291 70.4932 3.79247 2.25948
internal_count=12913069 12901555 11514 12831435 12223982 8930 2413 9379 70120 607453 536067 71386 9484 3344 4404 3217 61902 66776 1704 6267 12215052 3902 55326 2417 1942 2355 4975 11450 616 367
is_linear=0
shrinkage=1


Tree=75
num_leaves=31
num_cat=0
split_feature=423 107 723 494 386 772 323 107 587 277 164 338 160 255 167 646 317 544 544 727 42 90 185 485 48 544 382 373 244 137
split_gain=36453.8 305216 343311 59775.9 61839.2 48351.9 8884.27 51366.8 7481.38 78481.7 12490.9 17577.5 7693.16 7376.94 3245.68 25011.6 17747.7 64431 14428.3 5564.29 19634.9 3430.84 25034.7 17507.9 3122.44 3056.94 2765.64 7271.99 8110.99 2733.97
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 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=6 3 -3 -2 -5 -4 8 -8 14 10 12 -12 -10 -13 26 16 19 25 -17 21 -21 -16 -23 -24 -19 -18 -1 -28 29 -29
right_child=1 2 5 4 -6 -7 7 -9 9 -11 11 13 -14 -15 15 18 17 24 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-6.9880947070552812 -6.9590780845558458 -6.9337238819169391 -7.0688624478353086 -7.0688624478353104 93.52701909774396 96.430643731160117 -5.2530651148073879 95.013924092369976 -6.4488304766602242 87.704641209692568 -2.8350370044213626 3.700853876883639 45.702747543287025 50.893397706349553 -6.7449339327297322 6.8184033393025798 -5.190869209717019 96.944745650610358 95.768121124608641 -7.0688624478353104 94.415002919706694 -5.9329712910756909 -7.0688624478353086 77.059791161201645 59.272590112432844 26.101863832298772 -5.4007943159319662 20.100679329772824 77.365713537958612 -4.6701529027842481
leaf_weight=11866.123812619597 17.306654311716564 0.73998122289776691 0.0483214370906353 0.12317229062318702 0.1212773323059082 0.68502743169665337 0.44057780876755614 0.057796228677034378 5.8061522841453543 0.092852957546710857 0.33067022636532772 0.046426478773355484 0.028424374759197124 0.11559245735406876 339.27238964661956 0.036004208028315499 0.53248328715562721 0.065376061946153641 0.036951687186956406 0.084325645118950798 0.024634458124637604 1.0564392618834961 0.039794124662876018 0.065376061946153641 0.033161770552396774 0.033161770552396774 1.3188909888267506 0.095695395022630581 0.018949583172798157 0.08337816596031189
leaf_count=12523889 18266 781 51 130 128 723 465 61 6128 98 349 49 30 122 358079 38 562 69 39 89 26 1115 42 69 35 35 1392 101 20 88
internal_value=-6.96965 -2.59567 41.1213 -6.26549 42.8392 89.6109 -6.97647 6.37486 -6.97701 -3.56425 -4.90363 10.3864 -6.19476 37.3704 -6.97881 -6.67476 -6.68728 9.6434 51.8709 -6.71913 15.8753 -6.72636 -1.301 45.2273 84.2666 -3.35629 -6.98755 -2.71792 15.1508 8.56717
internal_weight=0 19.0244 1.47333 17.5511 0.24445 0.733349 12215.8 0.498374 12215.3 6.42012 6.32727 0.492689 5.83458 0.162019 12208.9 341.28 341.207 0.664183 0.0729559 340.543 0.10896 340.434 1.16161 0.10517 0.0985378 0.565645 11867.6 1.51691 0.198023 0.179074
internal_count=12913069 20079 1555 18524 258 774 12892990 526 12892464 6776 6678 520 6158 171 12885688 360198 360121 701 77 359420 115 359305 1226 111 104 597 12525490 1601 209 189
is_linear=0
shrinkage=1


Tree=76
num_leaves=31
num_cat=0
split_feature=544 67 617 619 178 617 520 23 503 703 487 111 397 507 398 129 619 280 401 618 46 129 532 689 650 394 600 629 684 701
split_gain=17744.9 500351 447968 10472.4 129781 4778.55 42067.5 2796.51 158010 17563.2 8646.63 11774.4 5487.04 2363.83 2339.94 4931.54 2068.21 57469.5 2064.07 2588.41 1860.31 16661.9 25195 1860.72 131453 190340 16268.5 10665.8 4183.76 1855.2
threshold=9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 2.5000000000000004 10.500000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 13 7 -7 14 10 -10 -9 -12 -11 -5 16 -16 18 -18 20 -20 23 29 -23 -1 -25 -26 27 -27 -29 -22
right_child=1 2 -4 4 -6 6 -8 8 9 12 11 -13 -14 -15 15 -17 17 -19 19 -21 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-8.7006860583139431 -8.672675274025103 -8.7775792365852592 413.27219785689874 -6.2006242270875722 551.21456705797959 -8.777579236585261 351.75069780637256 -8.6866657442114743 170.41990757767991 311.53792844388431 -8.777579236585245 219.11487682067448 470.83922370749076 78.581195585361016 136.82037880003415 -8.7775792365852485 -8.777579236585261 388.30776086318093 107.70078719271028 -8.7775792365852379 -6.1759565020445182 23.577522549327082 340.65752005119958 -8.4659286539375795 -2.5487895879600009 453.71005217377387 573.61425290973841 327.71547933689169 195.05956201462263 58.421478318760862
leaf_weight=2206.9577711327584 2.8597584682574957 0.046875656669726484 0.054259001859463751 0.077610977343282594 0.0044643482542596749 0.031593849183990552 0.0036058197438251218 1.0999467275687482 0.0044643482542595656 0.0034341140417382121 0.0053228767646941177 0.0039492311479989439 0.0058379938709549606 0.0034341140417382112 0.0034341140417372129 0.0072116394876502454 0.10371024406049301 0.0037775254459120325 0.003434114041737212 0.0042926425521727651 1.0762513406807543 0.0092721079126930617 0.003434114041738213 4.8130825351981903 0.032108966290252172 0.0058379938709549597 0.0037775254459120325 0.0077267565939109772 0.0034341140417382121 0.0044643482542597859
leaf_count=12853142 16655 273 316 452 26 184 21 6406 26 20 31 23 34 20 20 42 604 22 20 25 6268 54 20 28031 187 34 22 45 20 26
internal_value=-8.67845 -0.942106 217.653 -8.68879 26.3063 -8.69014 28.1546 -8.69073 -3.70169 333.378 -7.87604 88.2877 411.839 -2.60817 -8.69326 38.1895 -8.69349 5.1775 -8.69416 42.9906 -8.69434 -4.5706 109.275 -8.69638 -6.74304 150.057 385.901 344.187 286.898 -5.90911
internal_weight=0 2.96089 0.101135 2214.29 0.0855094 2214.2 0.0351997 2214.17 1.12296 0.0137365 1.10922 0.00927211 0.00927211 0.0810451 2213.04 0.0106458 2213.03 0.107488 2212.92 0.00772676 2212.92 1.09342 0.0127062 2211.82 4.86597 0.0528854 0.0207764 0.0169989 0.0111609 1.08072
internal_count=12913069 17244 589 12895825 498 12895327 205 12895122 6540 80 6460 54 54 472 12888582 62 12888520 626 12887894 45 12887849 6368 74 12881481 28339 308 121 99 65 6294
is_linear=0
shrinkage=1


Tree=77
num_leaves=31
num_cat=0
split_feature=334 676 742 204 488 771 617 679 498 13 513 107 444 531 295 188 691 603 355 607 624 537 544 597 722 295 513 188 769 465
split_gain=36754.7 487654 23415.1 22107.3 9222.7 9211.7 7990.43 133870 107247 47413.7 57616.4 24626.1 16388.5 15550.4 15946.8 13687.7 9895.03 9854.64 9889.21 6950.98 4698.01 4547.28 7904.17 3655.9 34312.1 57221.1 14621.9 14360.9 11646.6 25106.4
threshold=5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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=6 2 3 4 -2 -4 23 -8 -9 10 11 12 15 14 -11 16 21 18 19 -12 -3 22 -10 -1 28 26 -26 -28 -25 -30
right_child=1 20 5 -5 -6 -7 7 8 9 13 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.207494648257013 -6.7402434534417939 72.82479692814978 83.593431457815228 76.400847241886538 70.822208752456959 -7.2787300995217246 -7.0199708360022868 -7.0314969914116228 23.96164544126993 113.70115557315719 3.2697489458568523 -7.278730099521729 -7.2787300995217272 24.4696190272997 10.47148327592795 -7.2787300995217254 24.141187829435623 79.500090847122095 66.600536382081401 57.805385610461627 122.88950132044984 113.77772512105064 92.617819594874632 -6.9952788964966368 -7.2787300995217317 105.33872854472206 71.178834044021627 -7.278730099521729 4.8952771555835639 118.2406359125883
leaf_weight=9168.1876227883622 6.8711079992353907 0.019974151160567888 0.040716538904234656 0.032265936490148195 0.015364731661975273 0.015364731661975384 40.578256319276989 0.80895312200300273 0.01920591457746923 0.13060021912679076 0.47400197177194059 0.041484775487333536 0.022278860909864306 0.031497699907049537 0.016901204828172922 0.016132968245074153 0.022278860909864306 0.020742387743666768 0.02842475357465446 0.024583570659160614 0.3042216869071126 0.076823658309876919 0.1321366922929883 701.70806323899888 0.25351807242259283 0.068373055895790458 0.056081270566210151 0.039948302321135998 0.21356977010145684 0.021510624326765537
leaf_count=11934068 8944 26 53 42 20 20 52820 1053 25 170 617 54 29 41 22 21 29 27 37 32 396 100 172 913401 330 89 73 52 278 28
internal_value=-7.17954 -0.0859797 -5.65862 -6.18026 -6.56719 58.6969 -7.18476 -5.81564 20.3733 41.3452 31.7831 64.7679 75.115 88.2525 101.873 82.0009 87.7521 11.8905 9.22949 5.95872 119.805 93.9632 83.9051 -7.19065 -6.97077 21.6741 5.30897 38.5405 -6.98782 15.2667
internal_weight=0 7.29902 6.97482 6.91874 6.88647 0.0560813 9912.99 42.4443 1.86605 1.05709 0.878094 0.330342 0.288857 0.178999 0.147501 0.266578 0.250445 0.547753 0.52701 0.498586 0.324196 0.228166 0.151343 9870.55 702.361 0.417921 0.349548 0.0960296 701.943 0.23508
internal_count=12913069 9501 9079 9006 8964 73 12903568 55249 2429 1376 1143 430 376 233 192 347 326 713 686 649 422 297 197 12848319 914251 544 455 125 913707 306
is_linear=0
shrinkage=1


Tree=78
num_leaves=31
num_cat=0
split_feature=636 576 27 500 576 756 310 485 457 552 321 27 692 211 111 505 551 403 547 311 164 513 125 714 183 328 632 265 323 27
split_gain=4078.13 22999.2 39113.2 9410.38 25432.2 6066.64 34867.6 3812.68 3694.5 11433.4 3244.89 2793.13 14618.2 5549.68 2734.55 2076.62 11343.2 11521.8 110661 3636.92 7116.75 22909.8 3596.37 1613.01 2093.79 1337.58 97121.5 216371 13175 7116.15
threshold=1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 5 -5 8 7 10 11 -10 23 -2 13 14 -13 25 17 19 22 -17 -21 -22 -19 -7 -25 -1 29 28 -28 -27
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-10.33330368074877 -8.4943205395989025 -10.402131091345893 777.84866116970932 -10.402131091345916 580.7859631044455 -7.2440750326047425 440.50404244803559 150.83098550757856 8.9177412680089549 371.00954258337038 174.34414834485045 -5.2208156295023231 325.50019515636831 200.73647397863914 141.18455972812237 -9.756776210846315 285.19191600662282 -10.402131091345954 870.09077515801948 -0.066674899102187268 -10.402131091345934 411.8750790486983 180.30370574601241 186.66056697391809 -10.402131091345874 -9.7141964563088692 368.56459595732474 1705.950400444877 -10.402131091345927 110.24850037727757
leaf_weight=434.41993499784076 0.94348988292403946 0.0016576788075327578 0.0010149053923669271 0.0025710936606629922 0.0010149053923669271 0.031665048241848126 0.0019959806049882891 0.0018606598860060322 0.0051760175010713274 0.0010487355721124914 0.0010825657518580547 0.038600235089688795 0.0014885279088048256 0.0014208675493136971 0.0013193770100770044 0.46486049988379718 0.0013532071898225686 0.017321052029728889 0.0015900184480415183 0.019350862814462744 0.0039919612099765791 0.0018944900657515973 0.0010487355721124905 0.0010149053923669262 0.0011502261113491841 0.8721758640203906 0.0013193770100770044 0.0010487355721124914 0.0030108859973552171 0.004973036422597942
leaf_count=12841195 27889 49 30 76 30 936 59 55 153 31 32 1141 44 42 39 13741 40 512 47 572 118 56 31 30 34 25781 39 31 89 147
internal_value=-10.303 -4.04112 288.934 -4.79772 156.915 -5.36002 33.4469 11.3527 -6.87584 69.9223 3.91929 -7.36052 17.6163 6.53042 -0.381994 -10.3179 -3.94939 -4.7165 69.759 -7.7496 29.2217 125.503 0.485311 -1.53431 81.971 -10.3254 -6.43625 417.187 105.064 -9.03406
internal_weight=0 1.03757 0.00267258 1.0349 0.003586 1.03131 0.0387694 0.0367734 0.992544 0.00622475 0.0349127 0.986319 0.042829 0.0413405 0.0399196 435.814 0.511411 0.510058 0.0199598 0.490098 0.0252373 0.00588645 0.0183698 0.0338302 0.00216513 435.302 0.882528 0.005379 0.00433026 0.877149
internal_count=12913069 30670 79 30591 106 30485 1146 1087 29339 184 1032 29155 1266 1222 1180 12882399 15117 15077 590 14487 746 174 543 1000 64 12867282 26087 159 128 25928
is_linear=0
shrinkage=1


Tree=79
num_leaves=31
num_cat=0
split_feature=238 544 684 321 735 39 741 108 639 295 703 726 125 335 394 375 375 84 669 108 427 547 129 321 335 128 630 84 334 108
split_gain=31568.4 94302.8 285061 280712 73478.1 31898.4 34542.7 24928.4 159732 291681 243850 125435 166485 84891.7 115867 55547.2 54749.7 110465 113030 52231.7 42312.2 26769.9 26129.8 43246.2 70852.8 23202.1 22307.3 47409 69574.2 18467.9
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 -4 -5 -2 -7 -1 16 13 15 12 29 -10 -15 -11 20 18 -18 -16 22 -22 26 -24 -25 -17 -9 -28 -29 -12
right_child=1 2 3 4 -6 6 -8 8 9 10 11 -13 -14 14 19 25 17 -19 -20 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-7.4981604137256559 -7.1847221648563728 -7.3075758823168906 -4.3396135780781968 -7.5608534058144627 161.63659028842102 1.960052488972476 105.56602149682664 -7.1845766960361983 -5.9896872205973333 -7.0957148092025664 150.5828593352181 -7.5608534058144654 -7.5608534058144654 -2.2475633858822839 0.0078491969492429092 -7.5608534058144583 -6.636802967565389 153.27775103039116 160.52332127893678 100.66598736733532 -7.5608534058144663 150.62503099194376 -0.64529714892038026 -7.5608534058144654 122.1883340701351 158.49362558462869 -7.5608534058144663 159.0549997529555 -7.5608534058144645 49.961286375187584
leaf_weight=7287.895762511238 7.7100746482028608 1.1844714453909544 0.21730762819061045 0.028394863416906446 0.26714351092232391 0.084025616233702638 0.052153830765746534 175.66858919424703 4.2007013246766283 0.42997936031315453 0.39521013980265707 0.091558947344310582 0.085184590250719339 0.43287679535569612 0.06606151896994561 0.011589740170165896 0.43287679535569523 0.059687161876354367 0.044620499655138701 0.2346922384458594 0.017384610255247845 0.027815376408398151 2.7908094329759474 0.09271792136132706 0.077071772131603211 0.030712811450939626 0.20687686203746025 0.050415369740221649 0.049835882731713355 0.019123071280773729
leaf_count=12576461 13305 2044 375 49 461 145 90 303145 7249 742 682 158 147 747 114 20 747 103 77 405 30 48 4816 160 133 53 357 87 86 33
internal_value=-7.46168 -1.71399 19.6586 81.9397 145.38 -6.33734 41.6389 -7.46902 -6.32431 9.72913 57.2338 100.039 119.762 -0.508227 30.8781 3.66126 -6.86065 25.0164 8.98374 78.5561 -6.95632 89.7843 -6.98076 2.33579 51.3355 112.999 -7.1375 19.7893 76.2286 145.939
internal_weight=0 9.54357 1.69732 0.512846 0.295538 7.84625 0.136179 7473.41 185.516 5.99769 1.06336 0.591077 0.499518 4.93433 0.733631 0.472282 179.519 0.537184 0.477497 0.300754 178.982 0.0452 178.936 2.9606 0.16979 0.0423026 175.976 0.307128 0.100251 0.414333
internal_count=12913069 16469 2929 885 510 13540 235 12896600 320139 10350 1835 1020 862 8515 1266 815 309789 927 824 519 308862 78 308784 5109 293 73 303675 530 173 715
is_linear=0
shrinkage=1


Tree=80
num_leaves=31
num_cat=0
split_feature=125 698 726 696 108 477 230 273 273 397 311 616 6 544 72 513 684 583 231 394 335 353 544 616 703 13 125 334 696 241
split_gain=74782.1 60405.6 120528 137850 121016 34373.6 552892 201598 69886.9 132714 59687.7 24543.2 21910.8 21270.7 15325.7 12377.4 11537.8 16692.7 18967.8 13967.1 26495.5 11664.2 12223.4 10921.2 10432.3 10203.7 10130.3 8311.34 8282.39 28062.3
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 26 8 -8 -7 10 -10 -2 15 -13 16 -5 -15 18 19 21 -21 25 -23 -12 -6 -18 -1 -27 -28 -30
right_child=1 2 4 12 24 6 7 -9 9 -11 23 13 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 27 28 -29 29 -31
leaf_value=-6.8576463021007985 -5.894449391959073 -4.7806893110776798 -2.3386424788496969 17.516987692837716 10.949376867588697 -6.8527940212849616 -6.6510465405599968 75.75268679429881 -4.2913406510104561 -6.2481473089962574 62.614318385853203 -4.3421535670971405 64.631918292516787 -2.5864462301686615 72.434189322760872 82.351094557465984 12.358621295679161 58.321670334912163 -2.6638842805265508 -1.0990457578119823 77.888487201849301 -3.3309666703864678 74.237263001799462 -6.9010525548802981 81.086899839163195 13.499438213656084 -6.2909608857490147 74.590038286828033 -6.4386061967852299 68.501623453827122
leaf_weight=13799.855073228828 251.24101365334354 6.6026422526920205 0.35069184203166504 0.23752929875627149 0.022408424410969019 49.732136716484092 0.39999037573579599 1.1517930147238074 0.19159202871378456 1.5316158084897322 0.57253524370025843 42.6746034482494 0.30475457198917866 3.9864587027113876 0.030251372954808065 0.033612636616453528 0.63864009571261771 0.058261903468519338 1.8408520653611047 0.81006454245653003 0.044816848821938038 0.028010530513711274 0.073947800556197762 0.02352884563151747 0.39550869085360318 0.039214742719195783 304.87221621733624 0.051539376145228744 0.21624129556585003 0.064984430791810155
leaf_count=12316667 224238 5893 313 212 20 44387 357 1028 171 1367 511 38088 272 3558 27 30 570 52 1643 723 40 25 66 21 353 35 272105 46 193 58
internal_value=-6.80183 -5.26403 3.34162 -0.688089 40.9777 -6.83544 -4.30792 54.5122 -6.0615 10.9063 44.2634 -5.49085 46.2335 -3.47402 1.39933 25.5543 1.11553 5.23166 4.3547 12.0168 3.04185 21.2459 52.9273 59.8703 77.3262 16.8173 -6.84504 48.1929 -6.27514 10.8783
internal_weight=0 309.465 7.94715 7.17854 0.768609 14158.6 53.6032 1.55178 52.0514 2.31927 0.787656 301.518 0.575897 50.2767 7.60206 0.271142 7.57181 3.58535 3.52709 1.68623 0.854881 0.831353 0.101958 0.596064 0.417917 0.729394 14105 0.0907541 305.153 0.281226
internal_count=12913069 276204 7093 6407 686 12636865 47842 1385 46457 2070 703 269111 514 44873 6785 242 6758 3200 3148 1505 763 742 91 532 373 651 12589023 81 272356 251
is_linear=0
shrinkage=1


Tree=81
num_leaves=31
num_cat=0
split_feature=628 768 125 295 231 397 188 618 597 111 125 297 125 297 295 638 125 137 125 590 397 183 411 4 125 691 107 188 403 399
split_gain=416134 255549 195763 118309 63819 53685 53465.9 40347.4 37146.5 40382.5 36588.7 31496.8 45805.3 30108.4 30069.4 43482.2 29191.2 27731.3 27710.3 19074.2 17765.3 15985.4 18195.5 15703.6 15676 14418.4 34170.6 14400.5 13778.9 12420.9
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 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 13 14 4 5 6 7 16 9 10 29 12 -3 18 -1 -16 -4 21 -2 -15 -20 22 23 24 -18 -7 -27 -12 -17 -5
right_child=1 11 3 8 -6 25 -8 -9 -10 -11 27 -13 -14 19 15 28 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.0424674710242918 -4.0142200217405417 -3.9627952814492193 -3.6304373886606509 -0.79451555450916 -4.9700352212113019 -4.8922991890420757 -4.9051878921264436 -4.9010599596282445 -3.4582849924989589 -4.3504935891285168 3.413502682250499 9.0190822363295791 6.2936504723149405 -0.650169866403842 -4.6105333260152879 -5.0927438483255321 -1.5364842116418469 -4.3494963626632988 -0.16532443005476338 7.4270343623137336 -3.7698323631412665 -4.0418970902313083 -4.3526277602344914 -5.021506998906796 3.4808046491409481 -3.8141183920953452 7.5269816846635731 -4.1532653548173952 9.5438435747900385 -4.149254577918116
leaf_weight=82509.920530526899 78.904142646118999 5.840973675716671 478.49065958848223 63.584336253348738 1382.9508138396777 659.5336445895955 290.57994069624692 146.59551976108924 135.94713236158714 30.313225432299078 27.579731348901991 21.357972427736968 17.108137099072337 7.8332964777946454 1444.5972251831554 0.82956785615533535 241.99582321895286 64.9850819776766 46.170211010612547 4.6646192567422986 19.42684725439176 37.017765646800399 26.076989576686174 12.633910465054212 6.3917523343116036 22.1331423916854 3.0190830174833527 2.7674927660264066 2.8626890773884952 13.354682536795734
leaf_count=12134282 11604 859 70369 9351 203383 96994 42734 21559 19993 4458 4056 3141 2516 1152 212449 122 35589 9557 6790 686 2857 5444 3835 1858 940 3255 444 407 421 1964
internal_value=-4.99295 -0.451556 -5.00339 -4.28604 -4.44828 -4.08558 -3.70928 -3.36663 -2.28591 -1.12761 -0.217002 6.25533 3.6832 -2.34432 -5.03454 -4.58283 -3.10736 -2.46412 -2.75159 2.3645 -1.23281 -2.08611 -1.83393 -1.5823 -1.40737 -4.80268 -2.45282 2.72346 6.25533 -1.37681
internal_weight=0 201.306 87604.2 3645.95 3372.4 1989.45 1304.77 1014.19 273.547 137.599 107.286 44.3071 22.9491 156.999 83958.2 1448.29 867.592 389.101 144.501 12.4979 65.5971 324.116 287.098 261.021 248.388 684.686 25.1522 30.3472 3.69226 76.939
internal_count=12913069 29605 12883464 536190 495961 292578 191885 149151 40229 20236 15778 6516 3375 23089 12347274 212992 127592 57223 21251 1838 9647 47666 42222 38387 36529 100693 3699 4463 543 11315
is_linear=0
shrinkage=1


Tree=82
num_leaves=31
num_cat=0
split_feature=212 520 520 411 394 411 13 590 212 590 520 590 394 547 212 597 295 241 295 597 547 597 295 394 597 520 411 597 691 164
split_gain=2.13916e+06 990749 184205 183203 123067 92615.1 84028 72179.1 47191.9 42622 41321 48572.6 102883 59133.5 38145.5 28138.8 28096.6 53830.9 59687.2 27598 26698.5 56378.1 40335.7 26548.7 25893 23942.6 22717.1 18925 18767.3 17993.5
threshold=1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 5.5000000000000009 4.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 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 10 6 9 15 7 14 -5 19 16 -12 13 25 29 -3 -1 20 -19 -4 -18 -22 -23 -17 -9 -13 -10 -8 -20 -2
right_child=3 5 4 8 -6 -7 27 24 26 -11 11 12 -14 -15 -16 23 17 18 28 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7158371371567389 8.0557158026695337 7.003484818183523 0.91458929265607658 -0.57331768715700271 -4.3582955554114911 1.5803840048100302 -1.0772875367900507 14.213381589270387 8.88371062576722 18.444419712498409 -5.0845445682275567 0.67345666081109723 -5.2965390992509995 19.941719514080837 12.993339619199443 19.677987834589992 -5.3340947514676813 -3.1767840193646912 19.246041899739591 10.93050048775034 -3.9168709295343294 -5.4422390888162937 16.058026028602111 3.6683051655531198 21.110157610575062 13.710223640563193 -0.03579313388086014 10.605191738386953 -3.456368750343259 -0.66397658229508227
leaf_weight=44355.308814275544 19.346937419380996 2.3375477087684038 5.6911115949042159 21.212002080632374 13.918711129110305 4.600492831086739 6.2772747741546464 14.45513925072737 11.641555990325285 3.4850065384525797 495.32564898720011 9.8155688743572647 24.309785670368001 2.3553102293517432 20.348743580281734 16.579536712495614 774.05512198107317 4.9841632756870231 2.1847900317516182 5.3252036708872765 36.104099337710068 1.3215315314009779 2.5684604763519019 1.1048287802841503 8.7320551187731326 1.6448094060178853 3.7834168842528006 1.7798045624513177 0.43695800635032345 2.6963506245519957
leaf_count=12485646 5446 658 1602 5971 3918 1295 1767 4069 3277 981 139430 2763 6843 663 5728 4667 217890 1403 615 1499 10163 372 723 311 2458 463 1065 501 123 759
internal_value=-5.64545 -5.67897 -5.68977 8.26573 2.35852 14.375 11.1408 12.3248 2.4872 8.80548 -5.69477 -4.81981 -1.38038 5.5104 9.87122 17.3148 -5.7051 -5.12568 3.24809 5.75621 -5.20392 -2.68447 8.75383 18.6778 16.8106 2.54451 6.69595 1.50337 15.4623 6.98912
internal_weight=0 45763.5 45738.8 110.273 28.42 24.6224 73.6363 65.5792 36.637 14.5013 45710.4 533.451 38.1255 13.8157 42.392 20.0219 45177 821.655 7.60591 11.0163 814.049 39.9941 3.88999 17.6844 23.1872 11.4604 15.425 8.05708 2.62175 22.0433
internal_count=12913069 12882028 12875097 31041 8000 6931 20728 18460 10313 4082 12867097 150162 10732 3889 11933 5636 12716935 231289 2141 3101 229148 11258 1095 4978 6527 3226 4342 2268 738 6205
is_linear=0
shrinkage=1


Tree=83
num_leaves=31
num_cat=0
split_feature=761 125 338 47 761 597 565 394 663 295 18 241 597 295 761 616 121 597 684 590 597 335 394 321 295 13 644 590 513 676
split_gain=42056.7 28731.3 104707 142544 242124 42666.5 25723.1 24678.4 19853.4 18598.5 40452.9 18543.9 40571.8 111316 35975.9 17960.4 12499.7 13383.1 16493.8 11511.5 15479 10741.8 12503.4 13931.9 42560.3 9984.71 9553.26 8576.96 12456.9 8413.2
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 11 6 8 -5 -6 16 -8 -4 -1 21 -2 13 -13 -15 -12 25 18 -18 -10 -21 -11 23 26 -25 -3 27 29 -29 -23
right_child=1 2 3 4 5 -7 7 -9 19 10 15 12 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.5593181875690689 -6.1097053443515383 -4.7167068557498144 0.22397369098778608 -3.9658790966346524 166.21258934385227 -1.5516523061454173 135.54413130372677 -7.6132720894606098 11.329289733399794 -6.7712686033292142 -0.87813899688777219 -7.6132720894606143 -7.3957498484325441 -1.5516523061454173 161.92977748898727 133.82452285456432 139.83153345063471 -7.6132720894606107 -7.6132720894606054 30.010574841461185 168.17370162667996 -4.3368237038527937 -7.2557392615633569 -2.466613782872086 169.03964731001221 69.534616061820756 40.241620936713218 7.6002050137627419 -6.3537986129059707 43.197364329505625
leaf_weight=6907.7488919785246 50.612985073355958 8.976148755988099 0.81661342293955275 0.19191790209151804 0.18696872983127832 0.016497240867465734 0.025845677359030428 0.022546229185536504 0.026395585387945175 111.75725880847313 0.014847516780718162 0.15837351232767005 0.45972311217337847 0.016497240867465734 0.073137767845764756 0.029695033561438322 0.020346597069875183 0.030244941590353847 0.012097976636141539 0.01594733283855021 0.016497240867465734 8.7594849925953859 8.1111434265039843 0.058290251065046372 0.019246781012043357 0.018146964954213085 0.052241262746975603 1.6827185684815043 1.0321773702744392 0.037393745966256442
leaf_count=12561644 92039 16323 1485 349 340 30 47 41 48 203229 27 288 836 30 133 54 37 55 22 29 30 15929 14750 106 35 33 95 3060 1877 68
internal_value=-7.5141 -4.9146 -0.115355 26.7735 76.6087 152.61 -3.86823 68.8458 4.26628 -7.53689 -6.35904 -5.88493 10.1901 42.7882 131.841 88.9236 -4.25675 40.2416 84.8521 60.3675 100.263 -6.39131 -4.24158 -2.14149 40.1059 -4.5669 -2.42476 -2.61839 2.29503 -4.13477
internal_weight=0 61.6969 10.3762 1.27084 0.395384 0.203466 9.10538 0.0483919 0.875454 7039.3 131.554 51.3207 0.707732 0.248009 0.089635 0.0445426 9.05699 0.0626895 0.0324446 0.0588402 0.0324446 131.51 19.7527 11.6416 0.077537 8.9943 11.564 11.5118 2.7149 8.79688
internal_count=12913069 112195 18869 2311 719 370 16558 88 1592 12800874 239230 93326 1287 451 163 81 16470 114 59 107 59 239149 35920 21170 141 16356 21029 20934 4937 15997
is_linear=0
shrinkage=1


Tree=84
num_leaves=31
num_cat=0
split_feature=212 410 335 212 121 394 394 13 547 488 589 597 125 571 488 125 295 628 335 47 295 338 684 338 369 13 520 341 394 212
split_gain=280548 783704 75729.9 63869.1 49840.6 39854 27470.1 26639.6 53215.6 26313.6 27456.9 17648.8 16610.8 21637.2 212917 75855.4 14002.4 11677.4 27645.8 34592.1 10695.6 14075 9463.75 24617.7 9566.62 7868.1 13369 7486.4 7261.01 6936.99
threshold=2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 12 28 -4 7 11 9 10 -9 20 -1 16 -15 -16 -14 -18 25 -20 29 22 24 -24 -22 -19 -27 -25 -2 -5
right_child=1 2 5 6 -6 -7 -8 8 -10 -11 -12 -13 13 14 15 -17 17 18 19 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-7.4732118265307586 6.8309906663115338 -4.766103375161407 151.33042629383206 -0.16062485685310968 128.35784635863729 14.779960112402316 -5.9215194250015974 7.5200668954782852 136.84995736838792 157.47365553491557 134.71647135115563 -6.1878676669748298 -7.0019932593606224 -6.8126954992286057 -1.4797254559409438 142.40938904806572 -5.2503215981344216 -3.7429121482944008 -4.5161191549609736 141.60927232989542 6.0826966820501696 106.70762927883136 9.4682922221345382 25.481987269089984 68.94265852735262 6.6415923763619897 94.891399029569484 116.22625920185139 -2.7629497293223988 8.7278902018441915
leaf_weight=7479.2877214584732 1.2546246248530226 0.036365931155159958 0.45578633714467287 3.4668854367919231 0.030911041481885948 0.022425657545682043 6.2719109265599391 0.49215226829983372 0.038790326565504074 0.012728075904306024 0.017576866724994034 2.2589304235880263 300.81534592236858 1.8486015003873029 0.049700105912051984 0.13940273609478027 23.260861764545556 1.5637350396718828 0.033335436892229953 0.03151714033447206 0.94127151806605958 0.015758570167235919 0.12364416592754424 0.012121977051720023 0.024850052956026047 0.73459180933423329 0.017576866724994034 0.036365931155160069 2.1249825771665201 1.175831774016842
leaf_count=12340046 2070 60 752 5720 51 37 10348 812 64 21 29 3727 496314 3050 82 230 38378 2580 55 52 1553 26 204 20 41 1212 29 60 3506 1940
internal_value=-7.41676 19.3114 134.348 -7.43017 1.95477 144.927 -0.886794 2.77779 23.8428 15.4525 11.9061 1.31016 -7.44264 -6.74666 3.52591 104.592 -6.81078 -4.5676 2.10286 66.4981 4.23207 12.8478 11.5484 33.1505 7.69955 0.299594 8.70384 93.5402 0.798646 2.09051
internal_weight=0 3.9251 0.514578 7822.67 3.41052 0.478212 14.8888 8.61691 0.561248 0.522457 0.509729 8.05566 7807.78 328.495 2.0377 0.189103 326.457 25.6416 2.38076 0.0648526 5.79673 1.15401 1.13825 0.172132 0.966122 2.3159 0.752169 0.0484879 3.37961 4.64272
internal_count=12913069 6476 849 12906593 5627 789 24565 14217 926 862 841 13291 12882028 541982 3362 312 538620 42306 3928 107 9564 1904 1878 284 1594 3821 1241 80 5576 7660
is_linear=0
shrinkage=1


Tree=85
num_leaves=31
num_cat=0
split_feature=394 108 631 334 125 335 382 125 723 231 316 616 723 597 239 397 108 125 334 295 439 226 183 609 387 410 597 597 410 743
split_gain=82076.8 168150 103814 41035.2 137415 39877.4 33070.2 27132.7 46088 32092.8 35088 32555.7 25669.6 23516.4 21478.4 18332.1 17750.5 16942.8 19958.7 16435.3 15883.4 14195.2 13993.8 13754.1 13487.5 43223.3 13103.8 25099.9 12552.6 12456.7
threshold=3.5000000000000004 2.5000000000000004 2.5000000000000004 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 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=3 7 5 17 -5 21 22 24 -9 10 14 -12 -7 -14 16 -4 -10 -1 -19 -16 -20 28 29 -22 -2 -26 27 -18 -3 -6
right_child=1 2 15 4 6 12 -8 8 9 -11 11 -13 13 -15 19 -17 26 18 20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.230067517714752 -5.5925058248776915 -0.34596432486163931 40.457698585220754 -5.3580347304478719 14.024130041184925 2.7342364370398817 41.755987142267251 -4.6929373021223162 -2.1647300301953969 -5.2041333465795079 33.046040284278689 1.6110502604466959 33.604967355379529 -0.76828395575201558 -6.2806894684582097 -6.2806894684582106 3.8282946917102967 -5.9411497754124634 -4.3496059720822275 40.927768580013314 -6.2806894684582115 32.009415076322831 3.3844923282808574 41.755987142267053 -4.8983390623941654 32.879644725068005 -0.55351490980240481 27.093629455854014 26.295907313527962 -5.2191054549615155
leaf_weight=25206.457252113149 466.29996572504751 7.5150913023389858 1.0013182593975205 64.81297856150195 3.1371863137464966 0.77649004315026093 0.28936224128119636 83.640259929466993 5.8309614232275635 5.387550218962132 0.75775435846298822 0.58288796804845333 0.92013029241934396 0.25397261464968324 0.10616887989454049 0.09159668069332827 1.315661413595081 946.28114475728944 76.951620496110991 0.24148215819150209 0.10408713715150852 0.14364024926908303 4.1489132868591696 0.13947676378302276 1.4468112064059813 0.38304066471755494 1.3968493805732576 0.71611950360238541 0.18111161864362646 0.37679543648846436
leaf_count=12108344 223995 3610 481 31134 1507 373 139 40178 2801 2588 364 280 442 122 51 44 632 454562 36965 116 50 69 1993 67 695 184 671 344 87 181
internal_value=-6.18137 -5.00364 7.30888 -6.20729 -3.83584 4.04571 8.57044 -5.23951 -3.74407 1.11428 4.22362 19.3787 16.8405 26.1696 2.10881 36.5406 1.19264 -6.21387 -5.81502 26.5108 -4.26891 0.862311 7.3173 21.2275 -5.55888 3.00968 6.90242 12.0284 0.280988 11.9607
internal_weight=0 578.989 10.8834 26302.7 72.7652 9.79044 7.95226 568.106 99.9757 16.3354 10.9479 1.34064 1.95059 1.1741 9.60724 1.09291 9.25959 26229.9 1023.48 0.347651 77.1952 7.83984 7.6629 0.243564 468.13 1.82985 3.42863 2.03178 7.6962 3.51398
internal_count=12913069 278127 5228 12634942 34954 4703 3820 272899 48025 7847 5259 644 937 564 4615 525 4448 12599988 491644 167 37082 3766 3681 117 224874 879 1647 976 3697 1688
is_linear=0
shrinkage=1


Tree=86
num_leaves=31
num_cat=0
split_feature=108 224 67 335 310 676 709 616 103 160 616 390 125 125 163 513 629 735 571 513 678 231 129 631 735 411 229 412 188 513
split_gain=10869.2 25118.5 63120.1 17576.2 150558 15855.5 12390.7 24496.7 9435.42 25583.5 9295 7887.75 19114.4 6238.91 31601.5 27301.4 23226.8 24096.9 5544.08 22915.5 5235.07 4329.95 12251.1 12573.5 15687.5 12178.2 10417.8 4562.09 4713.49 6112.16
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 11 -8 13 -10 -7 18 -13 21 -15 16 17 -16 20 -20 -5 -2 23 27 -25 -24 -27 -23 29 -29
right_child=1 2 -4 4 -6 10 7 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-7.9087104181739925 -7.3155538441746355 10.396041660881222 255.46471853882545 -5.7543989751682787 233.81139023934728 15.965784317196077 18.186304237134017 205.28398946380781 5.1883322772244593 195.58998498341018 160.62314058705618 0.65355737515850443 180.19362492630501 -6.1596712403968334 164.27089358520161 222.53361508334461 189.60251162787168 -4.584769393433163 0.4687944557977648 155.53585288083374 62.268911600045051 -5.6532765182919897 6.7428439931349438 -7.9841091049661657 164.27089358520161 121.42935008847968 -7.9841091049661612 17.106255432538404 -7.9841091049661683 118.47132816405059
leaf_weight=4779.9241902664071 115.62245638610329 0.06528782262466748 0.012526152015198022 1.7491063177585591 0.027709366579074302 0.0083507680101319037 0.057316634978633263 0.007971187646035105 0.045549643691628172 0.0083507680101320148 0.009489509102422744 0.023154402209911384 0.007971187646035105 0.5481140457559367 0.0098690894665196538 0.0091099287383258343 0.0091099287383258343 0.058834956435021013 0.070981528086122014 0.011007830558810383 0.011387410922907182 3.0890250030206521 0.061112438619602361 0.011387410922907182 0.0098690894665196538 0.021636080753523856 0.0087303483742289245 0.015942375292070099 0.022395241481717676 0.009489509102422744
leaf_count=12592654 304606 172 33 4608 73 22 151 21 120 22 25 61 21 1444 26 24 24 155 187 29 30 8138 161 30 26 57 23 42 59 25
internal_value=-7.88496 -6.95141 49.8461 -6.98777 2.34623 -0.931551 -1.79502 41.0296 -7.1427 34.6872 92.9112 -3.28729 46.6333 -7.16156 2.72391 58.7409 39.5652 19.6707 -4.13061 21.288 -5.3144 -7.21437 -3.61432 -4.65933 71.9914 32.4624 84.223 -5.17875 25.4697 54.929
internal_weight=0 121.623 0.077814 121.545 1.98445 1.95674 1.9389 0.0652878 119.561 0.0539004 0.0178403 1.87361 0.0311256 119.507 0.635038 0.0869239 0.077814 0.068704 1.84248 0.0819894 1.76049 118.872 3.24959 3.15811 0.0212565 0.0914789 0.0303664 3.13685 0.0478271 0.0254319
internal_count=12913069 320415 205 320210 5228 5155 5108 172 314982 142 47 4936 82 314840 1673 229 205 181 4854 216 4638 313167 8561 8320 56 241 80 8264 126 67
is_linear=0
shrinkage=1


Tree=87
num_leaves=31
num_cat=0
split_feature=335 618 762 394 20 718 335 375 107 597 598 125 229 248 128 163 629 125 394 597 4 544 485 67 199 410 629 490 575 531
split_gain=55470.9 65438.4 69936.9 27184.3 17584.2 18944.8 12794.3 12183.4 10878 8643.76 153753 8470.91 17261.6 8245.69 13567.3 9370.67 7769.78 10094 7424.49 7086.94 28780.6 225536 78224 12194.2 10360.7 17005.5 7056.81 41596.8 31060.4 8140.18
threshold=5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 4.5000000000000009 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 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=3 -2 4 9 5 8 -4 -7 13 19 -11 12 -10 14 -3 -15 17 -9 -5 -1 23 -22 -23 24 -21 -26 -20 29 -29 -28
right_child=1 2 6 18 -6 7 -8 16 11 10 -12 -13 -14 15 -16 -17 -18 -19 26 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-7.4406993748127395 -3.0051390689191164 4.2434563820722291 64.906513429051145 -6.193084224082682 130.71730310914063 9.0688651977547892 152.53877547675827 129.67818537735573 17.781612785548106 -5.8360814486506545 145.33048130127267 -2.4846011348092309 142.84034331337179 20.344928380218331 106.81759527794883 109.4553556740352 8.5170578505270242 45.85602167954962 -4.4314595950872695 -7.1105817272233711 -5.9474399518703596 -5.8184371909718218 125.16622680510854 87.074358373928405 -7.4853552190532051 137.29838207714934 -1.9706179459809823 -7.4853552190532007 139.42204345251082 66.811562603999988
leaf_weight=7459.2699464973994 3.481974826892837 0.7417631226708179 0.026246041408739873 103.46127032750519 0.013747926452197134 0.036244533373974264 0.045618119591381401 0.034994721878319979 0.023746418417431414 2.243411634699441 0.069364538008812704 0.019996983930468559 0.020621889678295702 0.043118496600072831 0.013123020704369992 0.016247549443505704 0.01249811495654285 0.024371324165258557 14.080376310041173 481.8910681909183 2.4708773269085209 0.059990951791405567 0.18997134733945131 0.013747926452196135 0.021246795426121845 0.013123020704369992 1.0335941069060925 0.023121512669604161 0.038119250617455691 0.017497360939159878
leaf_count=11936632 5572 1187 42 165563 22 58 73 56 38 3590 111 32 33 69 21 26 20 39 22532 771142 3954 96 304 22 34 21 1654 37 61 28
internal_value=-7.38618 3.64695 25.2469 -7.39241 18.4024 16.8375 120.534 56.3393 11.977 -7.41484 -1.30231 51.5527 75.9075 8.84865 6.02662 44.733 80.18 95.267 -5.88996 -7.41662 -7.04608 3.20987 93.7299 -7.10398 -7.10667 47.7957 -3.8257 3.8422 83.957 -0.825611
internal_weight=0 4.55431 1.07234 8064.9 1.00047 0.986726 0.0718642 0.108109 0.878617 7946.24 2.31278 0.0643653 0.0443683 0.814252 0.754886 0.059366 0.0718642 0.059366 118.654 7943.93 484.66 2.72084 0.249962 481.939 481.925 0.0343698 15.1927 1.11233 0.0612408 1.05109
internal_count=12913069 7288 1716 12905781 1601 1579 115 173 1406 12715906 3701 103 71 1303 1208 95 115 95 189875 12712205 775573 4354 400 771219 771197 55 24312 1780 98 1682
is_linear=0
shrinkage=1


Tree=88
num_leaves=31
num_cat=0
split_feature=597 214 335 283 358 163 286 646 268 509 311 609 214 735 726 618 335 214 735 412 164 743 384 485 163 24 726 412 136 7
split_gain=238008 177585 99864 92452.4 87966.9 62307.9 455943 58697.7 53289.9 51188.7 45388.2 35327.2 34671.6 30514 29017.9 26398.8 23663.2 35487.4 25636.7 21831.6 23509 22041.6 17812.4 17681.6 17030.9 17209.5 16724.6 18521.3 16651.5 15377.7
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 14 7 8 16 -7 9 15 12 -6 -5 13 24 -2 26 -1 -18 -19 21 -21 22 -17 -23 25 -3 27 -4 -14 -29
right_child=1 3 4 11 10 6 -8 -9 -10 -11 -12 -13 28 -15 -16 19 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-5.1868295724552915 -4.9369948481611665 -3.1539580315019373 -4.3776226820543549 -0.6477191229850181 -3.4233723923396107 -5.0411479116305618 9.8011491317465804 8.7484211651686437 10.154315285679736 -5.0863835251966325 11.183024753895257 11.451377991193041 0.2111545794998495 3.988188416697855 -4.2088785753719975 -3.3736527893941908 -4.8187110315143311 -2.3368990809872727 10.184440781878166 -2.89697731514639 9.3035739311109573 -0.4748871739267333 5.1007859759871446 10.30918596783642 0.28225538900670966 2.6622763740984094 -3.2379536767317765 -3.9288708785667499 11.529299365612747 11.529299365612733
leaf_weight=69779.277636241633 3789.3832884407602 236.63686554692686 439.03528238087893 3.8679419048130494 3.2770063360221666 199.83769603585824 23.08827050589025 4.423063196707516 2.7636683671735218 80.050877909641713 6.0645508877933025 6.4167246106080711 35.694895973429084 6.7629292872734359 639.75639724684879 73.669967575930059 1493.0196062116884 4.3991870121099046 2.6025041211396456 3.008399259299039 3.3247587052173913 5.3064820268191388 2.5666898442432275 2.1309494753368199 16.599917341489345 5.1990391961298874 206.61256341543049 1.2355925529263905 1.3490044297650445 1.3430353836156428
leaf_count=11690189 634839 39644 73552 648 549 33479 3868 741 463 13411 1016 1075 5980 1133 107179 12342 250127 737 436 504 557 889 430 357 2781 871 34614 207 226 225
internal_value=-5.12409 -4.49486 -4.65109 -2.45655 -3.58427 -5.17316 -3.50394 -2.70541 -3.70584 -2.83793 6.05912 6.90105 -2.24242 -2.64271 -4.83182 -3.75773 -5.17838 -4.7854 2.31724 -2.15293 3.50802 -2.5814 -3.08834 2.61493 -2.81624 -3.02892 -3.98056 -4.32799 0.62332 4.12226
internal_weight=0 5576.48 5179.48 397.001 750.339 71502.2 222.926 386.717 740.997 382.294 9.34156 10.2847 302.243 265.199 4429.14 738.234 71279.3 1500.02 7.00169 90.0072 6.33316 83.6741 76.2367 7.43743 258.436 241.836 648.226 441.614 37.0439 2.57863
internal_count=12913069 934233 867723 66510 125705 11978836 37347 64787 124140 64046 1565 1723 50635 44429 742018 123677 11941489 251300 1173 15079 1061 14018 12772 1246 43296 40515 108598 73984 6206 432
is_linear=0
shrinkage=1


Tree=89
num_leaves=31
num_cat=0
split_feature=597 411 108 597 597 411 83 609 24 394 671 611 761 616 231 685 394 108 427 520 768 411 544 231 411 544 411 159 544 108
split_gain=1.14165e+06 278362 207228 147403 131722 199918 159972 117662 114704 107141 103537 88582.2 88617.8 62601.2 59726.7 57963 51228.5 56272.1 46913.3 37825.5 34966.9 34210.2 32772.3 31615.7 30897.2 28678.9 28209.9 26612.5 35298.9 27459
threshold=1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 8 -2 -1 10 7 20 9 14 -6 12 27 -9 18 -4 -14 -18 21 22 -7 -3 -11 -8 -13 -23 -22 29 -29 -5
right_child=1 2 15 11 5 6 23 13 -10 19 -12 24 16 -15 -16 -17 17 -19 -20 -21 26 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6369446449612255 -3.8582831705638339 -2.2065390581826336 0.41255447818753499 -3.2709759743284197 -4.4462531450987406 -3.5479631199136388 3.6854532156822675 3.3003524044041406 2.2049232125167784 -2.0562702279715444 4.4269297975870217 -3.842690628263052 3.729846248147652 -3.5951510974159886 -3.6304594451986696 4.6684275326383382 -3.128014571181553 2.9750052025514861 2.2359106978175811 -4.3452689639130497 -2.7363395554409151 0.58857459507531562 -3.8243144929045916 -4.3205680386859022 4.8310282227328916 -3.0528096169171173 3.2643540407079765 -3.0200308116039092 4.3667726527131823 -0.75135203023500985
leaf_weight=124923.03592025116 2601.9783751284704 147.93033851776272 114.3605281766504 535.38581028021872 4136.5118676582351 808.32432418130338 43.164164337329566 41.798011757433414 54.990248502232134 270.9674998736009 13.192236744798718 5.0057499110698727 30.149214568547904 19.219993929378688 84.263456836342812 44.436459106393158 47.85705487895757 22.077442836947739 48.117771020159125 219.91927942633629 18.38570227753371 121.97343949973583 170.99850269127637 5.5688967760652295 22.870019906200469 26.29061567876488 13.651097153313456 14.92339192237705 11.419366984628141 47.054049164056778
leaf_count=11978836 249503 14185 10966 51338 396649 77510 4139 4008 5273 25983 1265 480 2891 1843 8080 4261 4589 2117 4614 21088 1763 11696 16397 534 2193 2521 1309 1431 1095 4512
internal_value=-4.56159 -3.02077 -1.78193 -3.50472 -4.61661 -4.11845 -2.80997 -3.11168 -2.25126 -2.47598 -4.41804 -2.25602 -2.47347 1.12835 -1.24415 1.60348 0.284111 -1.20137 -0.660147 -3.27359 -3.41954 -1.13062 -2.74033 2.77058 3.27346 -0.0571263 -0.179403 -2.92681 0.182087 -3.06742
internal_weight=0 4642.97 1304.25 3338.72 130023 5099.82 950.112 901.379 1145.45 1090.46 4149.7 736.742 708.866 61.018 428.576 158.797 100.084 69.9345 344.312 661.885 840.361 296.194 441.966 48.7331 27.8758 148.264 32.0368 608.783 26.3428 582.44
internal_count=12913069 445213 125064 320149 12467856 489020 91106 86433 109837 104564 397914 70646 67973 5851 41096 15227 9597 6706 33016 63468 80582 28402 42380 4673 2673 14217 3072 58376 2526 55850
is_linear=0
shrinkage=1


Tree=90
num_leaves=31
num_cat=0
split_feature=394 597 520 411 735 65 394 597 397 24 13 231 761 108 411 411 684 520 119 335 231 520 544 597 726 691 547 714 411 684
split_gain=1.42833e+06 319888 281654 202530 72537.8 59131.3 56358.1 43214.4 42180.6 38467.9 38023.6 32936.2 31010.8 29843.6 28285 24516.1 24476.7 23445.9 23195.4 22753.4 21800 17589.3 16693.8 16393.6 16234 15047.8 25697.1 22839.2 14744.8 14401.3
threshold=3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 9 10 25 19 12 11 20 13 15 16 17 18 22 -8 -2 -1 24 28 -5 -10 -4 -3 -27 -28 -9 -22
right_child=2 6 5 4 -6 -7 14 21 23 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-4.3447759830305195 -3.411954449007772 -3.7713970574768165 -0.26637446343775295 -0.69618261240458734 -3.4080063988163465 -3.1509231570323726 -3.5666317650481218 -4.1691626997153897 -4.0531887130373692 -3.6781795616798045 -2.0878872393553434 -2.6212835304631361 -0.87065433961324201 -2.8529468808062823 -2.4446048417692356 -2.1802337193400723 -2.2921666627878237 -1.764565688871135 1.3858029555787494 -3.5490219213329421 -0.70163051748979655 -3.1291384269316742 0.5270383816082802 -3.1077333565549701 1.0369076032380065 -3.3728107291481804 -3.3914277660062719 1.8267268612679128 -3.7276818445959896 -3.3438867700147146
leaf_weight=165140.90032198839 755.73642318695784 2380.2334672920406 453.11114627681673 240.19378927722573 172.38482875004411 96.016376484185457 611.86470652744174 5016.1678549982607 782.76274044625461 54.372225930914283 129.87917091138661 96.099748156964779 68.239714169874787 53.997053403407335 674.64357613027096 234.92747861333191 59.152201836928725 81.857087390497327 10.213029915466903 360.1100452914834 55.886811319738626 191.64368516206741 208.34581027552485 239.51292061619461 121.12514526955783 183.43157539330423 14.590042736381291 19.731295891106129 890.86800948344171 32.695591008290648
leaf_count=11884677 54388 171298 32609 17286 12406 6910 44034 360998 56333 3913 9347 6916 4911 3886 48552 16907 4257 5891 735 25916 4022 13792 14994 17237 8717 13201 1050 1420 64113 2353
internal_value=-4.27103 -4.31289 -2.36938 -2.8359 -1.5674 -0.807185 -3.42504 -4.33341 -3.37241 -1.12186 -0.523298 -0.910558 -2.93326 -0.617869 -2.90564 -3.07389 -0.38015 -3.35399 -3.34798 -4.34304 -0.216717 -4.07199 -0.127999 -3.83167 0.00853019 -3.6986 -2.90291 -0.391517 -4.10258 -1.67688
internal_weight=0 175566 3864.65 2975.94 884.546 888.714 3966.35 171600 2091.39 712.161 792.698 657.789 1069.12 561.689 1368.37 1000.88 507.692 693.722 765.949 165501 662.819 6098.68 448.54 1022.28 574.236 2597.99 217.753 34.3213 5907.04 88.5824
internal_count=12913069 12634942 278127 214169 63658 63958 285446 12349496 150511 51252 57048 47339 76941 40423 98477 72030 36537 49925 55123 11910593 47701 438903 32280 73570 41326 186969 15671 2470 425111 6375
is_linear=0
shrinkage=1


Tree=91
num_leaves=31
num_cat=0
split_feature=231 624 91 22 532 301 575 95 408 413 133 532 575 211 637 624 214 36 125 714 544 542 532 624 125 231 91 714 556 542
split_gain=138712 75656.1 52968.7 43126.4 109274 30576.8 24823 20671.3 21926.5 27025.9 18610.5 17476.5 17486.1 15395.2 15152.1 13683.1 13147.4 15363.1 12939.5 12663.8 11688.9 10967 10323.1 7449.9 9783.77 7287.89 8854.28 7193.56 7208.3 7139.62
threshold=24.500000000000004 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 11 7 14 8 9 13 20 -5 21 16 22 -3 17 23 -7 -16 25 -13 27 24 -4 29 -27 28 -6 -1
right_child=2 15 5 4 6 18 -8 -9 -10 -11 -12 12 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.0794996309788081 -5.3482116296236804 4.4271426402480039 13.865914453289617 -5.7467882636159224 2.1782329679294747 6.3552456393313701 17.396914951946094 -3.3832043251538098 -3.4022381415822203 -3.0646126521313271 -0.66870990886206805 -4.5537056401206026 21.313719439454815 -2.3490369630451555 -2.3340372923272654 18.628215081857675 -4.9203308813628022 -2.2077417223048643 32.528903938375848 33.788282935544096 -5.6586570034444952 -0.72600782185983626 3.7750119890208058 -6.1439536546699323 23.430005080764396 -5.7063878543544764 1.6905702424908817 -4.6804619726271941 -2.8569669891193969 -5.5209878740969591
leaf_weight=29503.201503995806 5.2780926171690234 1.5986989391967648 2.3288509920239431 276.71092519676313 7.7143189110793262 0.27201743144542057 0.94728877441957493 2.2095451010391107 1.5318876402452586 1.3314537433907387 6.3924096389673641 43.01215981785208 0.27678966708481212 0.60607392620295275 0.15748377609997888 1.1787422029301522 0.32689814129844297 0.43188732536509622 0.61800451530143619 0.25292848888784647 691.94792041601613 9.0624754792079312 6.8958804989233604 0.12885036226361979 1.9780916725285349 4.1136671211570492 2.6676797224208713 3.7581355660222462 4.5026043257676065 230.67078186571598
leaf_count=12364520 2212 670 976 115967 3233 114 397 926 642 558 2679 18026 116 254 66 494 137 181 259 106 289989 3798 2890 54 829 1724 1118 1575 1887 96672
internal_value=-6.0446 -6.04959 2.97488 -6.05108 -4.95258 6.7093 1.52878 5.25068 7.45255 9.78402 -6.06383 -5.4298 -3.75433 12.7332 0.88313 10.4541 14.4929 15.7967 24.5294 19.9274 -6.06497 -3.88758 0.541386 17.5497 18.2585 -6.07442 -2.79654 -0.854458 0.322486 -6.07517
internal_weight=0 30795.1 17.0417 30792.3 353.291 11.7636 24.2286 10.8735 8.66399 7.13211 30439 329.062 52.3514 5.80065 23.2814 2.77744 5.19458 4.86768 0.890022 0.410412 30432.6 52.0746 22.8709 4.43579 4.30694 29740.7 6.78135 15.9751 12.2169 29733.9
internal_count=12913069 12905927 7142 12904763 148061 4930 10154 4557 3631 2989 12756702 137907 21940 2431 9757 1164 2177 2040 373 172 12754023 21824 9585 1859 1805 12464034 2842 6695 5120 12461192
is_linear=0
shrinkage=1


Tree=92
num_leaves=31
num_cat=0
split_feature=663 399 295 611 597 442 231 394 231 544 295 676 544 598 762 397 268 691 394 544 551 275 544 276 125 726 394 736 771 369
split_gain=298518 182704 158197 127920 93577.9 83223.5 63850 55500.3 52503.7 54906.6 50551.8 48684.7 38052 44415.7 49771.3 28822.9 23466.4 21134.3 20513.6 19273.2 34136.4 18612.8 17458.4 17295.6 16036.2 13795.6 13769.1 13211.7 33711.9 13031.1
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 10 6 -5 25 17 9 -3 12 22 -1 16 -15 18 -14 -4 19 -11 21 -21 27 -22 -13 -2 -6 -12 -29 -9
right_child=4 2 7 5 26 -7 -8 29 -10 15 11 24 13 14 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.0467240651949625 2.7100918131985567 -4.6751973544952508 -0.58323300690061863 -4.9874584557859327 -2.0062971459092118 9.3634933305484775 -3.8125640174869337 -4.1274356407522488 -4.9466417562131255 -3.6327729932406121 -4.7396126025840806 -0.85931328239263483 -4.7209869615908913 -3.4353099619520036 9.1961479312904917 -4.5320810061969938 -2.6351511940090924 -2.9223136650215942 -4.7199265407898627 -2.8559781259602852 -3.468247445025114 4.7386798656960512 -3.6569570260220745 9.0821209632952957 -4.2165844841454181 -1.8396466627842423 -4.5780285490284269 -4.9452422723640925 7.0835569767174213 2.6431686518641602
leaf_weight=79565.03930599615 74.365542560815811 1771.7480016537011 142.46029085665941 6.6920700911432514 36.830557065084577 10.200399922206998 21.588659550994635 115.51245030388236 2132.9747571926564 648.59902443736792 1174.8001559693366 48.67462332546711 2282.3135844897479 8.7708245776593667 4.8412189204245797 419.23850865103304 55.242382517084479 52.997880164533854 128.50293930433691 198.00654446147382 1.5538862440735091 3.2804265152662984 182.58508675917983 3.7431393079459667 20.103834917768836 7.3205307498574248 47.887320961803198 7.5829648710787279 3.3633004482835531 2.9143999777734271
leaf_count=11520878 10768 256546 20628 969 5333 1477 3126 16726 308851 93916 170109 7048 330475 1270 701 60705 7999 7674 18607 28671 225 475 26438 542 2911 1060 6934 1098 487 422
internal_value=-4.97731 -4.98572 -4.43393 -5.02293 -0.996637 3.67826 1.02409 -2.25252 -4.56293 -4.30513 -5.02469 -4.43673 -5.03501 -4.63853 1.05716 -3.83778 -4.67169 -1.21747 -3.54187 -3.36485 -2.52368 -2.73221 -4.56723 5.40046 -1.84064 2.30235 -3.45998 -4.70739 -1.24933 -3.96082
internal_weight=0 88991.7 5621.53 83370.2 187.993 16.8925 103.275 313.885 5307.65 3174.67 83353.3 1437.11 81916.2 2351.17 13.612 1402.92 2337.56 195.458 983.686 855.183 206.584 201.287 1368.33 5.29703 68.7785 81.6861 84.7179 1185.75 10.9463 118.427
internal_count=12913069 12885848 813988 12071860 27221 2446 14954 45450 768538 459687 12069414 208091 11861323 340445 1971 203141 338474 28302 142436 123829 29913 29146 198132 767 9959 11828 12267 171694 1585 17148
is_linear=0
shrinkage=1


Tree=93
num_leaves=31
num_cat=0
split_feature=624 429 489 273 720 530 273 544 544 117 618 32 6 272 731 565 188 530 38 482 295 239 96 508 13 32 618 397 718 639
split_gain=53786.6 91750.6 120828 230426 123501 122500 140457 104439 107750 58082.7 107695 98639.5 55190.4 54578.6 682711 84057 183209 163020 70628.1 61884.1 52337.5 32406.1 115313 32541.8 30500.4 28797.9 26696.6 23158.4 22189 48827.2
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 28 4 26 9 -6 -7 -5 12 20 11 -11 -9 -1 15 18 17 -17 21 -20 -3 23 -23 -15 -25 -16 -4 -8 -2 -30
right_child=1 2 3 7 5 6 27 8 -10 10 -12 -13 -14 14 25 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-6.781025549681182 -6.1081682108815869 -5.5826234273311037 75.57142578541233 -6.3659131312703998 -6.8311208016533893 -6.8311208016533893 75.74852714212706 -6.8311208016533884 -6.8311208016533893 -6.8311208016533893 -6.7262972734516806 76.398760590503201 75.115009206562519 -6.1395180198005983 -6.8311208016533902 -6.8311208016533893 -6.7281135227027002 76.398760590503286 -5.7502132511058983 73.545164657057654 58.960118775003892 -6.5792906007694052 72.634595100405534 29.091210082225608 -6.8311208016533893 76.398760590503329 -6.8311208016533875 32.892231680966653 -4.3425196969045157 65.542689104569391
leaf_weight=14971.4788731765 350.92204586230218 30.516684388974685 0.60435025976039414 2.3645354099571709 0.89751420286484007 0.3868802855722604 0.61516368389129639 0.099723800318315514 0.40490265912376344 0.22107444889843353 0.95398430665954947 0.40009669284336269 0.46738022076897323 147.33891124138609 0.043253696523605556 0.37246238673105769 1.941610377281904 0.63919351529330015 0.18502970179542799 0.21026102476753294 0.12615661486051877 0.79418592783622333 0.23909682244993746 0.50943242572247882 0.44094740622676909 1.0693274973891675 0.042052204953506589 0.15859688725322485 0.36164896260015567 0.13817153056152165
leaf_count=12460744 292072 25399 503 1968 747 322 512 83 337 184 794 333 389 122630 36 310 1616 532 154 175 105 661 199 424 367 890 35 132 301 115
internal_value=-6.73189 -5.57189 -0.921415 15.5644 -2.83709 20.9122 42.3658 4.97751 32.5719 -4.35424 14.3731 46.7773 60.705 -6.76177 -4.88748 -5.45627 11.2506 45.7559 -5.78582 36.4282 -5.3169 -5.89757 11.7504 -6.02054 12.4243 73.163 70.2107 66.9643 -6.07818 14.9767
internal_weight=0 389.681 38.2591 3.98294 34.2762 2.05816 1.16064 3.33654 0.972007 32.218 1.57516 0.621171 0.567104 15125.3 153.784 152.671 2.95327 1.01166 149.718 0.395291 30.6428 149.323 1.03328 148.289 0.95038 1.11258 0.646402 0.773761 351.422 0.49982
internal_count=12913069 324331 31843 3315 28528 1713 966 2777 809 26815 1311 517 472 12588738 127994 127068 2458 842 124610 329 25504 124281 860 123421 791 926 538 644 292488 416
is_linear=0
shrinkage=1


Tree=94
num_leaves=31
num_cat=0
split_feature=691 410 552 334 691 164 552 489 410 552 164 552 551 121 462 411 551 430 714 430 531 726 273 231 268 355 714 544 714 714
split_gain=413377 227508 67407.6 54515.5 44689.6 40830.2 38969.2 35193.3 29542.2 30341.5 28372.4 44516.6 31019 38364 24041.4 28579.1 22719.2 22179.5 18748.7 18637.4 25931.5 17769 16679 16503.2 15629.7 37530.5 20313.8 21935.2 14483.4 14187.1
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 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=4 3 7 10 19 8 -5 14 17 -10 11 22 13 21 15 29 -4 24 -11 -1 -21 23 -2 28 -6 -26 -27 -28 -13 -3
right_child=1 2 16 6 5 -7 -8 -9 9 18 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-5.8364824133413071 -3.6658147488279291 4.6305591982491858 13.073032997048129 -1.3644002864480234 -4.983682912670214 -5.8440904420829654 9.2182170187217345 -4.3736721118578039 -3.1094347737417101 10.858861170720134 -5.748010653146201 11.709378506351955 -5.5774023386187821 -4.9211360266904007 -5.8172120056552394 -4.4694382396371264 -4.7478581421441675 4.7056453263182174 -4.9326592110693923 -2.9386589675929518 17.743699663533398 -1.0045724902539268 -5.5487572842891844 -1.1847497192043956 -5.6787497850677715 -5.8788406839665477 20.836387511660092 -4.9463719860389181 -1.6037350256936875 -1.53994293120269
leaf_weight=38389.197550509125 251.55602455511689 34.892573161050677 7.0810941345989695 41.821352276951075 585.48338952846825 561.1471797041595 3.7954415883868924 8.9026574194431287 53.260521028190851 2.6048976667225356 85.607257448136806 6.4531832411885315 5.9713704269379368 4.5943183191120616 3.245242439210414 4.4699795283377162 0.79576826095581044 2.3997386619448653 1.0568797215819357 10.475543122738596 0.64345324225723821 2.8722260668873778 57.86416475661099 1.5977534614503381 4.4979557562619439 0.63101936317980323 1.4298960939049719 0.42896882817149151 0.93564940057694901 4.1715664304792872
leaf_count=12349870 80926 11225 2278 13454 188351 180522 1221 2864 17134 838 27540 2076 1921 1478 1044 1438 256 772 340 3370 207 924 18615 514 1447 203 460 138 301 1342
internal_value=-5.77942 -2.99616 2.61407 -3.7662 -5.81642 -5.21879 -0.483898 1.38921 -4.68045 -2.50406 -4.12487 -3.70614 0.59622 2.83683 2.48596 3.10492 11.2727 -4.88871 6.30104 -5.8353 -1.74178 5.8424 -4.01794 8.03078 -4.92757 -0.226164 9.62389 14.8865 10.0235 3.97163
internal_weight=0 526.628 63.5589 463.069 39613.3 1212.94 45.6168 55.682 651.793 56.9223 417.452 331.845 22.4245 16.4531 46.7794 43.5341 7.87686 594.871 3.66178 38400.3 11.119 11.8588 309.42 8.98659 592.471 6.98784 2.48988 1.85886 7.38883 39.0641
internal_count=12913069 169417 20447 148970 12743652 390205 14675 17913 209683 18312 134295 106755 7214 5293 15049 14005 2534 191371 1178 12353447 3577 3815 99541 2891 190599 2248 801 598 2377 12567
is_linear=0
shrinkage=1


Tree=95
num_leaves=31
num_cat=0
split_feature=761 761 394 394 231 618 761 394 188 597 136 229 397 411 137 125 399 714 188 597 411 397 761 597 375 698 411 231 624 590
split_gain=2.92808e+06 330441 264563 178045 125356 97991.2 84282.7 81419.3 70748.6 61829.1 52528 165795 51984.9 52985.8 52802.4 46224.4 40903.2 39044.9 36927.2 40881.3 45652.5 39110.5 34880.6 34211.9 31495.6 27515.2 27925.9 26112.5 25203.9 23273.6
threshold=2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.5000000000000002 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 6 4 8 5 9 10 18 12 17 -1 -12 13 15 -14 16 23 24 19 20 21 27 -4 29 25 26 -2 -8 -13 -3
right_child=2 3 22 -5 -6 -7 7 -9 -10 -11 11 28 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.9586033078975902 23.556594661199462 14.525965967994175 -3.6300780061392759 -5.0578191673508108 0.79272088917154093 -3.9911542734918943 5.7329940619092197 -5.5316511203916727 -3.3975649454199091 1.5256992406091969 -5.966139460931819 2.2984714667073556 -3.7531963362738412 -2.476840621018094 22.843261283910834 1.0770555752374991 1.7121521528185184 12.484092520914622 -5.1419092632315486 -5.0105176549585035 -4.2776187523729474 -4.5220882762160999 12.497336299577469 1.1344780692047589 8.1273973354447335 -5.988695303655037 4.1728155005204615 -4.5602125762405965 -5.988695303655037 23.390502779523224
leaf_weight=35497.812656414462 38.787909384118393 9.1739269986283158 6.7836356640327704 25.674737691879272 3.6717995093204072 1.6520311904605467 25.337645324179906 113.11816940549761 6.8309957487508646 1.6102428804151703 124.13635382079519 35.754078074824065 5.5021274893078944 2.9613982385490081 0.86362507427111257 3.3542083529755464 2.3763618979137382 4.3794148927554479 18.776880647055805 12.778865211876107 10.695021484280003 5.4547674045898011 1.6715324018150566 1.4319460908882309 1.4876638376153994 0.32594881835393508 0.75776135548949142 2.7301695896312586 4.0896826097741714 4.3738431180827311
leaf_count=12742013 13923 3293 2435 9216 1318 593 9095 40604 2452 578 44559 12834 1975 1063 310 1204 853 1572 6740 4587 3839 1958 600 514 534 117 272 980 1468 1570
internal_value=-5.88931 -5.92653 15.9783 1.33585 18.6141 19.9496 -5.9392 -3.83243 5.78832 20.7849 -5.95035 -4.16469 7.87733 10.0347 -0.144924 11.8237 13.9006 21.4629 -1.29575 -0.0286768 1.41107 3.22599 -0.441792 15.8341 22.4136 22.9467 23.1852 4.73177 1.44785 17.3878
internal_weight=0 35913.2 61.1279 62.5432 52.6728 49.001 35850.7 188.892 36.8684 47.3489 35661.8 163.98 30.0374 23.6717 6.36575 20.7103 17.3561 45.7387 75.7733 56.9965 44.2176 33.5226 8.45517 14.9797 41.3593 39.8716 39.5457 28.0678 39.8438 13.5478
internal_count=12913069 12891127 21942 22450 18907 17589 12868677 67803 13234 16996 12800874 58861 10782 8497 2285 7434 6230 16418 27199 20459 15872 12033 3035 5377 14846 14312 14195 10075 14302 4863
is_linear=0
shrinkage=1


Tree=96
num_leaves=31
num_cat=0
split_feature=531 411 720 531 544 397 544 33 4 397 272 295 579 618 684 399 643 231 691 394 355 531 96 163 616 531 531 412 397 357
split_gain=145394 59572.4 118022 24650.6 36077 22521.6 23822.8 13777.3 26669.5 14573.9 12382.7 11338.8 10789 22576.1 10941.9 10251.5 9623.37 9803.94 9150.62 8610 8632.65 12596.5 11428.6 7720.74 7698.35 7206.86 7053.71 11122.3 6569.07 8870.07
threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 10 18 26 6 -2 9 -9 12 11 -3 19 -14 -15 -16 17 25 -1 23 21 -21 -23 -6 -13 -8 -5 28 29 -28
right_child=1 2 -4 4 7 -7 16 8 -10 -11 -12 24 13 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.4013515623144919 3.1927878928689619 12.581014346620485 136.23881546673482 -6.9489459325069669 -3.2610279017298414 -4.2207723606437906 24.179850438009236 0.73870978770005813 122.75610171967041 -6.0320352710926564 115.65416064127247 73.155243394385309 -3.0675833751707664 7.5660817896321308 116.73398793974781 29.856973471999694 1.4946205136682362 -5.3526086626855758 -6.4411907711197394 0.45159976970520344 -4.1149605925102275 12.348763751376708 69.491543631721299 34.19071885970672 -1.9506017402127158 48.267351903190374 -0.89132775611452608 36.518245767752454 -6.7630781144741032 60.942910852172929
leaf_weight=8017.8888279184466 2.3122605340322475 0.59918611927423615 0.098131349252071232 226.86798169405665 15.602884531079329 2.015266980335582 0.70511598634766393 0.061088389600626125 0.025345182919409126 13.294523255957754 0.01299752970226109 0.054589624749496579 0.15986961533781041 0.026644935889635235 0.037042959651444107 0.021445924008730799 0.21250961063196883 0.095531843311619014 100.50144879327854 1.9119366192026057 1.5610033172415567 0.91437621455406759 0.036393083166331053 0.055239501234610411 0.018196541583165526 0.15077134454622865 2.7613251852453682 0.068237030936870613 3.8063265733071603 0.023395553464069851
leaf_count=12337558 3558 922 151 349094 24009 3101 1085 94 39 20457 20 84 246 41 57 33 327 147 154647 2942 2402 1407 56 85 28 232 4249 105 5857 36
internal_value=-7.34697 7.86967 33.6724 -7.35836 -6.41335 4.19011 9.06618 -3.35511 36.5182 -3.45762 18.9784 17.1084 -1.77385 19.0841 60.6819 84.8791 20.7343 25.0316 -7.38947 -2.02832 1.8673 5.12936 14.536 -3.1289 54.3788 28.4231 -6.85479 -3.64694 -4.06277 -0.371834
internal_weight=0 6.27456 0.783101 8385.63 267.235 5.49146 3.47619 33.7078 0.0864336 33.6214 0.68497 0.671972 20.3268 0.245003 0.0851338 0.0584889 1.16393 0.951419 8118.39 20.0818 4.42371 2.86271 0.950769 15.6581 0.0727862 0.855887 233.527 6.65928 6.59105 2.78472
internal_count=12913069 9655 1205 12903414 411209 8450 5349 51868 133 51735 1054 1034 31278 377 131 90 1791 1464 12492205 30901 6807 4405 1463 24094 112 1317 359341 10247 10142 4285
is_linear=0
shrinkage=1


Tree=97
num_leaves=31
num_cat=0
split_feature=691 164 691 231 597 618 552 691 164 273 231 273 597 655 691 13 684 137 667 311 387 38 387 397 399 685 394 268 362 372
split_gain=947671 180856 207841 130120 105534 48318.8 40867.8 35813.7 33761.1 31982.9 29922.3 36079.8 30007.1 29135.1 21838.1 20155.7 16220.9 15723 14428.3 289752 42802.2 18905 47137.5 14378.8 14251.1 14006 13837.6 13783.5 12708.4 11951.4
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 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=7 2 10 4 5 6 9 18 23 13 11 12 15 14 17 16 27 26 28 21 -21 -20 -23 -9 -11 -7 -4 -2 -1 -16
right_child=1 -3 3 -5 -6 25 -8 8 -10 24 -12 -13 -14 -15 29 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.5414964856488425 -0.65927619560016471 -5.3044376596649556 3.9260298807570306 -3.7188216154248228 -3.6190199930433122 -3.5222015182441879 -3.323264224427362 -4.3933425038310068 -5.5478890450149976 -3.6512870480306656 -5.0290100148927417 -5.0706952068879971 -4.8357912906637699 -2.0276212517607206 5.9926229001095654 -4.3798908907290954 -3.4067747913569315 -1.2800248812379245 -5.3885563362341573 1.7962784806323704 17.055706699404634 -4.6898718707856837 16.955232227833278 -5.2970003980177012 5.2277161556321934 13.12818791573681 -0.032982411276716306 11.757626995330828 -4.6244937609969945 -0.89146262627949113
leaf_weight=51547.57679471001 128.23523633182049 125.5048486366868 88.589668869972229 52.059110280126333 31.103596050292253 14.011200014501807 9.5225440822541696 643.88966292887926 762.99542956799269 8.7533017285168153 56.319529470056295 44.011651810258627 29.94127930700779 8.3264144882559759 52.130962587893009 20.156685631722212 23.93949830532074 7.2951225414872161 499.43271146714687 2.5655500479042512 6.4836141243577003 4.201246701180934 1.3229277841746805 242.35783409699798 2.2781408168375483 0.52409918606281358 9.8057267069816572 0.90026715025305648 151.57455653697252 2.6500821746885768
leaf_count=12195973 30340 29694 20960 12317 7359 3315 2253 152342 180522 2071 13325 10413 7084 1970 12334 4769 5664 1726 118164 607 1534 994 313 57341 539 124 2320 213 35862 627
internal_value=-5.47103 -1.85704 -1.1244 0.804634 1.80675 2.63446 3.06098 -5.51907 -5.06027 3.39905 -2.94885 -2.4749 -1.9126 3.73998 4.03924 -1.40735 -1.01593 3.19938 -5.53357 -5.00637 12.7295 -5.32421 0.493692 -4.64046 -1.81765 -2.92184 3.53149 -0.572712 -5.53881 5.6596
internal_weight=0 716.059 590.554 287.05 234.991 203.887 189.352 53862.4 1649.24 179.829 303.504 247.185 203.173 168.798 160.472 173.232 153.075 105.691 52213.2 514.006 9.04916 504.957 5.52417 886.247 11.0314 14.5353 98.3954 129.136 51699.2 54.781
internal_count=12913069 169417 139723 67915 55598 48239 44800 12743652 390205 42547 71808 58483 48070 39937 37967 40986 36217 25006 12353447 121612 2141 119471 1307 209683 2610 3439 23280 30553 12231835 12961
is_linear=0
shrinkage=1


Tree=98
num_leaves=31
num_cat=0
split_feature=295 570 678 597 295 595 6 544 193 362 47 314 741 513 295 684 684 691 714 616 125 399 597 231 159 314 655 308 108 295
split_gain=70648.4 211315 75531.2 29921.8 49983.4 31737.2 59550.6 20721 17759.2 17218 28453.7 21675.2 17136.7 11604.5 16975 28766.6 20944.7 22838.6 20649.4 19770.9 21009 20691.3 26984.9 11471.1 13285.9 15692.4 11575.6 10866.4 41590.7 10762.8
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 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 3 12 4 5 8 -7 -6 13 -1 23 -12 -3 14 27 -16 17 18 19 -17 21 22 -21 -11 -25 -26 -27 -2 -29 -9
right_child=1 2 -4 -5 7 6 -8 29 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-7.8109398455444046 -3.4115461802386928 -7.8756096639124378 215.66815772812095 -7.5617589968906778 14.519676416661834 -5.9693995903024177 114.79745380739577 39.265607999185221 114.12183504711423 -6.6168231372808268 8.7441594153746429 105.38503887641524 95.676983287244511 -5.9496581518306426 2.6628853257991425 5.017302106685956 -0.13986260155317343 0.33168370857514251 -7.8756096639124342 179.46954038540386 -7.8756096639124307 52.098880413249404 -7.8756096639124262 -1.5245196753071042 -2.8464596824732302 35.362813956997201 129.21901883011589 8.1002461911050716 190.37023799151766 91.549887191365457
leaf_weight=5421.3852589588496 7.1011534929857607 0.024960861250291511 0.054575442394707352 9.8773089425521885 0.4509877642849468 0.10492023034021336 0.066844340297393501 0.15061129839159548 0.01311502879252735 10.64517272508237 0.054152376949787917 0.040614282712340355 0.044421871716622263 5.5556954226922253 2.1445187403005552 0.023268599470611551 0.11634299735305831 0.060921424068510532 0.026653123029973358 0.057113835064228624 0.013961159682366997 0.028345384809654206 0.0088843743433244526 4.5661453470238493 0.059652227733749785 0.034691366483457386 0.021153272246010602 0.27541560464305792 0.013115028792526573 0.053306246059946716
leaf_count=12814531 16785 59 129 23347 1066 248 158 356 31 25162 128 96 105 13132 5069 55 275 144 63 135 33 67 21 10793 141 82 50 651 31 126
internal_value=-7.77645 -2.60272 127.654 -3.22035 -0.583957 -1.71941 41.0285 26.4805 -2.19501 -7.80145 -4.46481 50.1617 58.4233 -2.2939 -0.236062 6.92272 34.1524 52.3577 72.3891 88.6485 106.616 123.559 154.25 -4.80256 -0.677281 32.8181 70.9144 -2.63858 16.3852 52.9333
internal_weight=0 26.2664 0.123958 26.1425 16.2652 15.6103 0.171765 0.654905 15.4385 5436.81 15.4216 0.0947667 0.0693827 15.4254 9.86969 2.48001 0.335491 0.219148 0.158226 0.131573 0.108305 0.0943436 0.0659982 15.3268 4.68164 0.115497 0.0558446 7.38968 0.288531 0.203918
internal_count=12913069 62086 293 61793 38446 36898 406 1548 36492 12850983 36452 224 164 36461 23329 5862 793 518 374 311 256 223 156 36228 11066 273 132 17467 682 482
is_linear=0
shrinkage=1


Tree=99
num_leaves=31
num_cat=0
split_feature=624 565 185 391 229 691 397 273 764 611 375 248 564 432 768 718 394 618 537 163 513 96 753 429 273 159 13 311 629 397
split_gain=56553.6 303798 178925 149274 151982 113343 94653.9 53385.2 341866 173816 85702.7 42441.1 35448.3 29777.3 29071.7 29333.2 24705.2 62003.2 23828.9 67298.3 20962.9 19366.9 18421.8 17494.2 16999.4 16328.4 58007.9 54675.3 27924.7 14793.6
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 12 5 -5 14 21 22 9 -9 20 -7 -3 -10 16 -16 18 -18 -2 -20 -11 -6 24 -4 -1 -26 -27 -28 -29 -14
right_child=1 2 23 4 6 11 -8 8 13 10 -12 -13 29 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-5.1984139755804897 -5.1489749241775069 -5.2657306087171705 -5.2657306087171705 -5.1828190697921137 12.131128070235743 -3.4271308683439852 -5.2657306087171705 -5.105912974691738 -4.5713359055487057 -5.2657306087171705 -5.2657306087171705 9.9742521730350688 2.8672004303398397 8.5658581769518634 -5.0915692630948151 0.62266363554619364 -5.211215323031948 9.9136612954352614 -4.7970040419941835 11.309808887402312 12.087479817403992 -5.2657306087171705 -3.2539340889887471 12.020276950343142 -4.9822771739040848 -5.1301479438799777 -4.7187936152425207 11.245494986812655 -5.2657306087171705 -5.2657306087171705
leaf_weight=68672.477975416929 1697.5618879571557 13.127839414402844 0.60686915740371006 18.091571107506752 14.318677006289363 3.5896883178502303 4.4427402466535559 437.99922658503056 1.8721340987831379 0.7499986756592979 4.8320525363087645 6.9160183221101761 14.65646266937256 22.007594726979733 17.799586890265346 18.137372553348541 9.1717395298182947 3.8473214507102957 11.307231942191718 3.3664062693715087 9.6927309762686473 0.66984614543616849 49.259455002844334 16.603024117648602 2822.685855422169 38.35298571176827 5.6679289229214174 5.9656383208930492 1.2366390377283094 2.6393083166331044
leaf_count=11994814 296508 2293 106 3160 2501 627 776 76504 327 131 844 1208 2560 3844 3109 3168 1602 672 1975 588 1693 117 8604 2900 493030 6699 990 1042 216 461
internal_value=-5.16605 -4.62115 3.26188 -4.82869 1.41287 -4.96088 7.55382 -5.18009 -4.12585 -4.74022 5.74588 5.39514 -1.34772 7.53592 -5.02266 -2.2076 -5.08129 -0.741595 -5.11429 -1.1018 10.8412 11.3537 -5.18711 11.4107 -5.18844 -4.95017 -3.18074 2.62847 8.4105 1.62613
internal_weight=0 1856.85 47.6335 1809.22 37.5228 1771.7 19.4313 72072.8 477.154 453.274 15.2748 10.5057 30.4236 23.8797 1761.19 35.937 1725.25 13.0191 1712.24 14.6736 10.4427 14.9885 71595.6 17.2099 71546.4 2873.91 51.2232 12.8702 7.20228 17.2958
internal_count=12913069 324331 8320 316011 6554 309457 3394 12588738 83343 79172 2668 1835 5314 4171 307622 6277 301345 2274 299071 2563 1824 2618 12505395 3006 12496791 501977 8947 2248 1258 3021
is_linear=0
shrinkage=1


Tree=100
num_leaves=31
num_cat=0
split_feature=334 410 334 714 168 164 286 643 301 370 579 399 231 399 399 331 399 432 334 301 394 397 397 334 334 597 38 397 394 181
split_gain=402756 84832.2 71055.1 64297 64254.2 80238.3 46167.6 38187.2 107258 29623.3 26550.4 21211.1 19029.8 21625 18179.7 15633.9 51353.2 15044.2 13626 13134.3 11530.5 11311.3 10565.1 10506.8 10386.7 10155.2 44320.3 17422.9 12514.9 11283.6
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 6 -5 -6 9 -8 -9 11 14 -1 13 20 -4 19 -17 -7 -3 25 22 23 -2 -12 -15 -11 29 -28 -29 -27
right_child=1 18 10 4 5 17 7 8 -10 15 21 -13 -14 24 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-4.9891253808883844 -0.86155082891953771 1.1185226431789514 -4.6350423376628687 -4.0796995519835093 -3.8409162456534744 -5.0292620164512334 -4.2801113016244354 -4.8444158820657695 8.6977077104087641 -4.5081321536464545 -3.1180821924084334 -4.7716611967074645 -3.5992919988996732 -0.76239652908279787 -3.9240317465746579 -4.8460931168462729 8.3967629193916942 8.6880702209283314 4.4987362098067178 -4.8700406581063156 -3.798712319462533 -4.2086602038521006 -3.1254588602411855 -0.79081811041872729 2.1607398196826066 -4.3088127012659854 -2.7986112152147342 7.8114804585161108 -4.2458608193565954 5.1694197610663322
leaf_weight=82306.352246096358 62.408356381580234 25.928039439022541 1732.029246872291 467.89971730671823 14.137299716472626 0.8690962940454473 624.97438751719892 17.852686373516921 8.6982054095715267 1182.2389312591404 69.433551425114274 4743.7738168500364 53.427694676443934 36.748288299888372 453.8420847505331 11.46482861228287 3.9326607305556527 9.9873649124056101 22.082288337871432 1408.1025731433183 32.424534237012267 60.930892681702971 30.780493747442961 26.920257708057761 18.16411254554987 85.779804222285748 3.5415673982352001 5.4825491216033697 1.0211881455034015 1.2746745645999897
leaf_count=11364405 8617 3580 239149 64605 1952 120 86293 2465 1201 163237 9587 654994 7377 5074 62664 1583 543 1379 3049 194423 4477 8413 4250 3717 2508 11844 489 757 141 176
internal_value=-4.92943 -1.15572 -4.94084 -4.95485 -3.81582 1.12427 -4.96106 -4.12231 -0.407948 -4.96715 -4.39712 -4.97727 -1.94147 -1.45083 -4.48742 -4.64111 -1.46375 7.58995 2.67325 -4.65932 -2.17447 -3.14224 -1.60932 -2.46787 0.204529 -4.42739 -3.44429 2.84506 5.91829 -4.17003
internal_weight=0 281.964 93240.5 90897.4 492.893 24.9938 90404.5 651.525 26.5509 89753 2343.16 87050.1 233.953 180.526 2185.87 2702.84 15.3975 10.8565 48.0103 2687.44 125.613 157.285 93.1889 96.3538 54.9124 1279.34 97.0998 10.0453 6.50374 87.0545
internal_count=12913069 38932 12874137 12550607 68056 3451 12482551 89959 3666 12392592 323530 12019399 32303 24926 301813 373193 2126 1499 6629 371067 17344 21717 12867 13304 7582 176644 13407 1387 898 12020
is_linear=0
shrinkage=1


Tree=101
num_leaves=31
num_cat=0
split_feature=544 490 394 489 397 676 276 231 399 676 597 231 494 289 624 691 490 394 355 590 489 489 231 490 501 394 490 355 513 164
split_gain=148396 96810.9 138187 63308.8 39257.3 41788.9 25933.9 25337 37396 24032.5 18186.8 15483.1 14269.7 82929.2 23622.6 14125 14014 19174.4 13929.6 13757.3 13342.3 11923.2 11239.5 10521.5 10355.7 9979.68 9253.39 9206.46 20209.8 30285.8
threshold=1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 4 5 7 16 8 12 11 -3 18 15 -14 -15 23 20 -18 21 -7 -1 -5 25 -2 -19 -21 -10 28 -8 -30
right_child=3 2 -4 9 -6 19 27 -9 26 -11 -12 -13 13 14 -16 -17 17 24 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.8881987698463512 -4.5918002756335676 2.4599853337417947 -4.4711936973266209 -3.4932990155622217 -4.8048664147844855 -4.4945464577105119 -4.4561545238074896 -4.8249258218231281 -3.7925867184933555 -1.7545326547470661 -2.6331989388651444 -4.6751638193595744 -4.7286912721983274 -4.8253336435984204 7.4981027686500319 -3.8600564381275677 -3.109171571406435 -4.783054358017945 -4.3985065409000779 -2.1761092985529542 -4.5207852900067085 -1.7340829060934322 -4.7610632008329192 -2.0327164151592405 7.5816733337331161 -4.1020310179095425 0.98236096855050903 -4.7908613365840189 -4.6669633912907926 -1.5918361532203309
leaf_weight=89632.324586620554 2988.1693546539173 45.980935395695269 111.36769577674568 478.86350830830634 3732.5921467198059 61.310578032396734 824.26001849863678 1361.4528969647363 934.5487248301506 60.431401447393 8.2722524134442192 169.1056198682636 45.693204876966774 1.9102109437808366 8.3761551007628441 301.50162105541676 104.12647772207856 227.92253340501338 168.19447322562337 151.20238759182394 999.39199423138052 41.89676053263247 25.448165878653526 16.152871620841324 0.67936372477561136 32.729346505366266 4.0761823486536732 541.77258922252804 63.1009012600407 65.035089747048914
leaf_count=11214534 373871 5753 13934 59914 467011 7671 103129 170341 116928 7561 1035 21158 5717 239 1048 37723 13028 28517 21044 18918 125041 5242 3184 2021 85 4095 510 67785 7895 8137
internal_value=-4.83012 -4.87065 -2.4551 -4.47539 -4.55079 -4.39093 -4.87498 -4.44896 -4.32993 -3.68201 1.6834 -3.81776 -4.48575 -2.90251 5.2096 -4.51256 -4.88177 -4.23397 -3.60731 -3.17711 -4.88415 -3.35176 -2.79134 -4.57804 -4.74631 -2.51881 -3.77185 -4.46175 -4.27453 -3.10619
internal_weight=0 92624.2 165.621 10583.7 9665.16 5932.57 92458.6 5661.88 4300.43 918.492 54.2532 858.06 3361.8 55.9796 10.2864 3305.82 90964.4 332.728 688.955 270.69 90631.7 520.76 209.38 3004.32 228.602 183.932 938.625 1494.17 952.396 128.136
internal_count=12913069 11588873 20722 1324196 1209277 742266 11568151 708398 538057 114919 6788 107358 420619 7004 1287 413615 11381205 41630 86200 33868 11339575 65156 26197 375892 28602 23013 117438 186946 119161 16032
is_linear=0
shrinkage=1


Tree=102
num_leaves=31
num_cat=0
split_feature=505 348 135 226 655 24 678 684 589 685 752 107 616 565 375 38 394 684 394 195 450 84 513 482 677 286 47 643 142 679
split_gain=74876.5 120845 28289.6 652644 157573 4751.17 14961.8 41991.7 5139.13 19138.7 4504.7 268229 134053 4084.41 13105.6 12944.8 11794.3 7829.45 8674.91 3728.23 4013.82 2680.39 27648 2567.76 2493.27 5201.91 1873.68 1624 23246 28694.1
threshold=7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 10 8 -8 13 -10 27 19 -13 21 15 17 -17 23 -19 24 -21 -7 -23 26 -12 -26 -15 -1 -29 -30
right_child=1 -3 3 4 -6 6 7 -9 9 -11 11 12 -14 14 -16 16 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-7.6939001533193618 -6.2843964837774671 148.98622823183646 -7.7664215361291609 -7.7664215361291582 203.6306745620054 -6.9724153868692227 -7.7664215361291573 154.56262036825754 -0.56493086911936086 122.12590321352492 -7.17406833289962 -7.7664215361291609 193.21844072786428 -6.3690836296261377 107.02876897726898 148.87718291024632 1.4479081371870519 5.2753989245653221 95.170804242920823 -1.3443129759384886 78.932044026436571 -5.955057583254896 172.37372357720014 33.442108391758566 -7.7664215361291609 78.932044026436571 32.989267403539102 -7.3845202948834734 -7.7664215361291609 89.218302652511284
leaf_weight=5904.4654706662113 0.1349504854879332 0.079743468697415665 5.1979529655072829 0.043410645681433269 0.18779822805663571 8.5641654251958155 0.056622581323609533 0.022177177685080096 0.097202097938862475 0.014627500175265595 36.12709430383984 0.049544758658156662 0.10050508184940554 0.85877581674140024 0.011324516264721751 0.010852661420358345 0.010852661420358345 0.03067056488362141 0.016514919552719221 0.015571209863991409 0.010380806575994939 0.11041403358103785 0.009437096887268126 0.016986774397082627 0.020761613151988878 0.010380806575994939 0.012268225953448564 136.68455204096972 0.067475242743966102 0.055678871634881943
leaf_count=12513309 286 169 11016 92 398 18150 120 47 206 31 76564 105 213 1820 24 23 23 65 35 33 22 234 20 36 44 22 26 289675 143 118
internal_value=-7.66726 51.3875 -7.66934 -0.454059 163.94 -7.67578 -5.48051 37.919 -5.83076 15.4832 -7.67933 -6.5692 126.856 -6.0777 0.0828223 -1.18281 75.1625 -2.9547 36.7388 -7.12249 30.7662 -6.76458 8.08658 -5.06381 -7.14969 21.1331 -5.81474 -7.68601 -7.34539 36.0811
internal_weight=0 0.214694 6092.88 5.42916 0.231209 6087.45 9.84289 0.0787998 9.76409 0.11183 6077.61 36.3342 0.15005 9.65226 0.968246 0.956922 0.0217053 0.935216 0.0471855 36.1842 0.025952 8.68402 0.119851 0.888031 36.1582 0.0311424 0.871044 6041.27 136.808 0.123154
internal_count=12913069 455 12912614 11506 490 12901108 20860 167 20693 237 12880248 77003 318 20456 2052 2028 46 1982 100 76685 55 18404 254 1882 76630 66 1846 12803245 289936 261
is_linear=0
shrinkage=1


Tree=103
num_leaves=31
num_cat=0
split_feature=24 301 24 519 222 19 684 498 616 24 411 770 581 597 424 231 283 441 353 137 723 96 111 386 84 588 547 13 308 158
split_gain=412699 592185 497971 158857 138007 104707 117605 79644.6 121991 106556 65605.8 56692.6 55236.3 52573.6 49657.8 48135.2 99048 48741.2 50224.3 46265 45337 45270.7 64396.6 40290.7 60313 38418.4 37586.9 37433 35185.7 34124.6
threshold=2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 12 11 9 -9 -11 13 14 15 -7 16 17 21 26 28 -5 23 -23 25 -25 -2 -19 -18 -8 -6
right_child=1 2 3 20 29 6 19 8 -10 10 -12 -13 -14 -15 -16 -17 27 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.9877799812109043 3.1125110184364013 18.983242133650094 50.37586541156741 259.24183228818555 76.649091593908324 9.1470925606231503 52.837116775707365 -2.8063426359673249 10.603012763029255 -8.0229169558121658 243.5554782948409 254.43597851138173 123.91452843296184 -7.1500594063459131 163.72616128652933 -3.5862759547966441 215.48031036856867 23.947860257582903 166.94968002231047 40.985425996413028 16.874369570716976 26.318167908369951 189.95550602624485 -8.0229169558121693 265.84723483602369 167.53487265434006 216.94185058747496 1.1060881039154884 219.30720904134409 237.75798849839904
leaf_weight=4693.0619807802141 6.8430239054141762 0.28882300353143264 0.049658569507300854 0.19680859532672912 0.17124903749208797 0.5882349667372172 0.016431144322268665 0.038339336751959219 0.28991841315291822 0.012414642376825213 0.062803484965115786 0.008763276971875622 0.050023706047795713 6.759407637640833 0.021543055889196694 5.4094978474313393 0.031766879023052641 0.7788362408755346 0.026289830915629864 0.034687971347011626 0.0080330038908869028 0.11647855641785998 0.030306332861073315 0.017891690484247991 0.014605461619794369 0.014240325079299399 0.010223823133856058 0.010954096214845777 0.05586589069571346 0.01424032507929951
leaf_count=12852896 18741 791 136 539 469 1611 45 105 794 34 172 24 137 18512 59 14815 87 2133 72 95 22 319 83 49 40 39 28 30 153 39
internal_value=-7.92377 5.74956 108.85 210.837 3.13536 2.38544 38.6654 1.02681 45.0162 132.875 202.033 0.142571 22.8955 0.0315011 14.6083 3.68023 8.65934 7.83313 30.9787 135.922 249.737 5.15116 60.104 3.9804 115.065 3.45396 26.4485 160.513 181.473 89.0177
internal_weight=0 21.9714 0.543323 0.2545 21.428 21.2425 0.766787 20.4758 0.403476 0.113557 0.0752181 20.0723 0.659802 20.0635 0.609778 13.3041 7.89462 7.8519 0.81535 0.106985 0.204842 7.03655 0.146785 6.88976 0.0324972 6.85726 0.78906 0.042721 0.072297 0.185489
internal_count=12913069 60173 1488 697 58685 58177 2100 56077 1105 311 206 54972 1807 54948 1670 36436 21621 21504 2233 293 561 19271 402 18869 89 18780 2161 117 198 508
is_linear=0
shrinkage=1


Tree=104
num_leaves=31
num_cat=0
split_feature=108 597 188 125 735 684 531 295 394 394 735 334 387 193 574 289 24 108 397 441 295 575 88 736 408 108 316 229 335 137
split_gain=5.71028e+06 716078 212728 179488 120597 80787.2 62783.2 59096.3 44312.4 35223.7 31606.8 30701.2 29336.3 30860.6 28269.5 26819.7 24355.1 21175.2 19123.8 20129.9 18004.2 16783.8 16510.6 28624.4 15149 14180.9 13731.5 13486.1 11038.9 10347.2
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 7 14 8 15 25 -1 -7 21 -14 -4 16 17 27 19 20 28 22 -12 26 -23 -5 -24 29 -6 -2
right_child=1 -3 6 9 18 11 -8 -9 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8908379181153538 0.083789889268180318 -3.663669557424905 -2.8655848949533702 -1.9153954346310753 -0.94454293787503563 -2.5578528122800965 0.047238126164054428 -3.1801851206324296 -3.0816512669676985 -3.1489405623511244 -3.7757190134730512 -0.62583659911784029 -3.0263417555651597 0.65174156096370828 0.2209503019812451 -2.1574712503982632 -3.7725049548129208 0.50610052595889554 -3.3964778268707887 -3.6458929844965779 -3.8228829257278214 -3.5130644044594552 -3.8349286362222301 0.66219764556259042 0.45909924738909647 -0.040299509982119286 -0.090445500635520926 -1.0040990776737266 -3.3872539772369725 -1.4230715432456136
leaf_weight=258415.04150033928 2645.5009190831333 876.06759434752166 537.64004643261433 128.2289857249707 320.12472215481102 163.37128482758999 97.826201168820262 56.175259970128536 43.725843880325556 244.33617157302797 16291.109325388446 165.64275723695755 155.50849571824074 26.733482971787453 31.407474275678396 51.129970291629434 15.79110146127641 1243.4345744010061 62.094192882999778 39.859972568228841 25.859839737415314 20.814550058916211 76.727717058733106 22.19053815305233 17.822321981191635 58.83987183496356 11.226315561681984 125.14939332380891 19.635131692513824 46.368614664301276
leaf_count=11831605 121125 40111 24616 5871 14657 7480 4479 2572 2002 11187 745893 7584 7120 1224 1438 2341 723 56931 2843 1825 1184 953 3513 1016 816 2694 514 5730 899 2123
internal_value=-3.81047 -0.989619 -0.606968 -0.400869 -0.232783 -0.0758299 -2.29293 0.0416443 0.085035 -2.3583 -3.88224 -1.58518 -3.74858 -2.4868 -2.69523 0.118583 0.147133 0.162376 -1.76222 -1.51195 -1.27931 -3.76257 -3.76747 -2.54725 -1.68079 -1.32561 -3.35699 0.0106559 -1.08571 0.0578336
internal_weight=0 6998.21 6122.14 5455.27 5023.86 4556.29 666.874 4227.28 4171.1 431.405 275037 329.014 16622.1 182.242 569.048 4127.37 4076.24 4060.45 467.574 405.48 365.62 16439.9 16401.3 110.145 38.6369 187.069 87.954 2817.02 339.76 2691.87
internal_count=12913069 320415 280304 249771 230019 208611 30533 193547 190975 19752 12592654 15064 761049 8344 26054 188973 186632 185909 21408 18565 16740 752705 750936 5043 1769 8565 4027 128978 15556 123248
is_linear=0
shrinkage=1


Tree=105
num_leaves=31
num_cat=0
split_feature=38 22 231 556 367 735 714 22 38 177 231 552 657 321 137 231 38 121 133 581 694 387 387 137 564 6 289 104 679 542
split_gain=27457.9 494656 80036.7 25003.3 20884.5 94313.1 20673.1 11799.5 33698 28909.2 11062 10813.4 11648.5 10740.8 10219.8 9826.04 17925.5 12733.1 14578.3 9421.22 336803 447314 53858.6 376237 123105 78718.8 30942.8 9396.1 9074.22 9038.6
threshold=3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 14 6 7 -6 13 19 15 10 -10 12 28 -4 -3 -9 27 18 -18 -1 22 -22 -21 -24 25 -25 -26 -17 -12 -29
right_child=1 2 3 -5 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=-8.5722926157768367 -7.4342247604328451 2.8502102443318904 419.48971927198733 164.63781660703492 -2.7248344929090571 417.77963173487996 189.90687480160824 -7.0808976962363879 -8.6357252986597235 257.3543609600851 120.94918851970358 -8.6357252986597146 10.082095586213912 263.49259371988563 178.54248355007644 -3.9279954235358039 75.59446868328034 25.822081330317296 286.16995363809286 -7.9407491065787488 -8.635725298659727 475.93562596217424 -6.3580936136195971 17.686210320697342 470.82845582932595 420.17253497300516 168.24768206338442 10.370895136996504 298.9875918527315 63.945612068760781
leaf_weight=2527.0884432344756 1.3316681495052751 0.0087062999373300753 0.031065661140019074 0.0069254658592399201 0.033835847483714043 0.0063318544998764983 0.0055403726873919359 3.2157906041247761 0.020578527124598511 0.0075190772186033419 0.0077169476717244834 0.0077169476717244825 0.0053425022342707953 0.0051446317811496547 0.005342502234270797 0.78594143979717024 0.010685004468541481 0.026118899811990559 0.0047488908749073752 21.727362975419972 0.043927240592892214 0.033637977030593902 0.39514729488291678 0.018995563499629498 0.02315084301517345 0.0065297249529976389 0.0039574090624228111 0.2051916598866228 0.0045510204217862338 0.037199645186774433
leaf_count=12771429 6730 44 157 35 171 32 28 16252 104 38 39 39 27 26 27 3972 54 132 24 109806 222 170 1997 96 117 33 20 1037 23 188
internal_value=-8.53659 5.49229 279.926 340.611 -8.54425 63.5616 369.801 -8.54539 -3.33509 75.5945 45.8235 90.0715 133.325 397.326 69.6628 -4.31902 3.98245 68.3747 140.387 -8.55425 -6.50565 201.51 -7.23325 27.096 278.254 120.648 426.656 1.38049 186.996 18.593
internal_weight=0 1.39439 0.0627249 0.0486761 2553.72 0.0401677 0.0417507 2553.68 4.3391 0.053425 0.0459059 0.0253274 0.0176105 0.0362103 0.0140488 4.28568 1.06989 0.0415528 0.0154339 2549.34 22.2527 0.0775652 22.1751 0.447781 0.0526335 0.0255253 0.0271083 1.02833 0.012268 0.242391
internal_count=12913069 7047 317 246 12906022 203 211 12905819 21929 270 232 128 89 183 71 21659 5407 210 78 12883890 112461 392 112069 2263 266 129 137 5197 62 1225
is_linear=0
shrinkage=1


Tree=106
num_leaves=31
num_cat=0
split_feature=583 615 723 19 231 311 311 6 616 397 117 520 394 65 474 125 615 397 397 547 183 48 375 214 156 392 740 618 411 65
split_gain=19868.3 114184 170362 24666.8 12685.2 342457 57253.8 58788.8 69341.6 56103.9 64663.4 15172.8 40411.2 24298.7 21747.6 20308.6 12319.2 11273.5 9393.35 9237.37 8299.19 8105.48 6207.99 6122.44 179669 598008 27027.5 44589.2 5620.55 6001.3
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 11.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 4.5000000000000009 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=4 -2 17 16 23 6 11 28 18 -7 -11 -6 20 14 19 -15 21 22 -9 -14 -13 -4 -3 -1 26 -26 -25 -28 -8 -30
right_child=1 2 3 -5 5 9 7 8 -10 10 -12 12 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.6383338491768606 -6.9188620139466321 32.587647247656705 80.55652347125563 31.095282209588234 -7.1125469465889806 8.5362758201950477 -2.5692645699264407 -2.5005429082510462 158.84777279116375 37.290478249969979 167.65637387484074 12.177829307109366 1.9212288338312442 148.46376737736247 145.79419513534606 24.778760420557411 58.810632916556941 -6.5882786676187672 82.998575351727808 102.0465800194218 -7.0010832498148092 141.40846930919884 -7.7062087801688159 -7.6369434082048837 -7.7062087801688186 191.84431631001479 101.1395321781137 -7.7062087801688168 8.1671284429138709 54.059429938220205
leaf_weight=6320.4485065131448 5.9694155990146092 0.15635138237848867 0.02605856372974813 0.036081088241189718 107.3001451670425 0.043096855399197831 0.25306874391389911 0.057629515940789133 0.063643030647654086 0.051114875008352101 0.14883448899490759 0.28163293877150763 0.114256779430434 0.03457770956447348 0.013029281864874065 0.021548427699599415 0.027060816180892289 0.35780412505846471 0.016537165443878621 0.010022524511441588 1.1345497746951876 0.13680745958117768 0.050613748782780021 33.205625958857127 0.63242129667196323 0.19694260664982721 0.060636273294220611 0.099222992663271725 0.088198215700685978 0.042094602948054671
leaf_count=12612488 11912 312 52 72 214118 86 505 115 127 102 297 562 228 69 26 43 54 714 33 20 2264 273 101 66262 1262 393 121 198 176 84
internal_value=-7.60704 -2.18861 33.5191 106.892 -7.61271 -6.54641 -6.80975 26.2558 82.2729 112.024 134.33 -6.96798 2.66893 45.5417 22.8818 100.978 121.291 4.15704 16.5634 9.99585 -3.18702 131.672 22.7337 -7.63111 -6.29664 39.6795 -7.43947 33.5801 6.11886 22.9939
internal_weight=0 6.76019 0.790777 0.226008 6464.32 109.674 109.431 0.521171 0.13781 0.243046 0.199949 108.91 1.60962 0.193435 0.137309 0.0561261 0.189927 0.564769 0.0741667 0.124279 1.41618 0.162866 0.206965 6354.64 34.1948 0.829364 33.3655 0.159859 0.383362 0.130293
internal_count=12913069 13490 1578 451 12899579 218855 218370 1040 275 485 399 217330 3212 386 274 112 379 1127 148 248 2826 325 413 12680724 68236 1655 66581 319 765 260
is_linear=0
shrinkage=1


Tree=107
num_leaves=31
num_cat=0
split_feature=688 429 331 321 334 723 24 353 616 703 208 669 394 723 408 717 718 482 188 714 597 768 639 714 616 6 83 703 631 277
split_gain=203844 953290 2.47738e+06 92810.3 49265.2 79862.9 16421.2 48032.2 23541.3 14549.6 14316.4 56459.1 34088 9204.07 14114.6 11222.2 10209.3 9093.9 7561.78 6863.89 5333.18 12838.8 72812.9 237563 99399.2 40404.7 8454.31 35076.9 40312.4 6955.55
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 10 -8 -9 -5 13 -12 -13 20 15 17 -17 -15 -10 -16 -1 26 29 -24 25 -25 -22 -28 -29 -23
right_child=1 2 3 9 5 -7 7 8 18 -11 11 12 -14 14 19 16 -18 -19 -20 -21 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-6.2429397644907905 -6.2523224082425717 -6.2949455702247858 -6.2949455702247858 42.41121009563166 -6.1861841641180888 41.547463098622579 -4.909623817148109 -6.2949455702247858 34.543006282442349 -6.2949455702247832 -5.1317466592905596 -6.2949455702247858 39.790887577386286 -5.223990478566285 3.2382281128665875 -5.5215311267993838 32.955837433614121 24.277672428708769 -6.2949455702247841 41.370922845231576 -6.1327242449926933 -6.271074085793753 -6.2184139839381887 -5.7873923417268696 -6.2949455702247858 41.642687841360591 -5.4142630225102097 -6.2949455702247858 36.893220054689067 0.80640522849936414
leaf_weight=24249.216230430175 248.69108124403283 34.499666397459805 0.40430899942293841 15.827568545937536 0.91944381594657787 0.56644306518137455 4.1867530904710284 0.22780862404033531 0.57054772507399321 0.06156989838928062 4.6423703385516992 0.23807027377188195 0.49255918711423874 59.759743376635015 0.094407177530228092 0.12929678661748667 0.14776775613427162 0.10466882726177473 0.049255918711423874 0.094407177530229092 1803.7086442834698 58.647380545735359 7.8399003949016315 0.19702367484569627 0.67726888228207816 2.0318066468462348 5.5638664844445875 0.41457064915448416 0.45151258818805218 1.4222646527923632
leaf_count=11815457 121175 16810 197 7712 448 276 2040 111 278 30 2262 116 240 29118 46 63 72 51 24 46 878859 28576 3820 96 330 990 2711 202 220 693
internal_value=-6.19563 -3.60797 8.88231 41.0186 -6.14385 12.0106 -6.22535 -0.514674 21.194 42.2225 -6.22645 -1.06509 24.7742 -6.22751 -4.99377 -5.07948 14.9997 -5.17241 31.2976 22.3046 -6.23036 -6.06815 -4.74726 2.83403 27.2552 37.45 -6.11982 -2.5002 16.2202 -6.1035
internal_weight=0 300.97 50.7931 16.2934 250.177 1.48589 26200.9 5.03437 0.847612 15.8891 26195.9 5.373 0.730629 26190.5 60.3303 60.1415 0.277065 59.8644 0.619804 0.188814 26130.2 1880.95 70.8156 10.746 2.9061 2.22883 1810.14 6.42995 0.866083 60.0696
internal_count=12913069 146648 24749 7939 121899 724 12766421 2453 413 7742 12763968 2618 356 12761350 29396 29304 135 29169 302 92 12731954 916497 34505 5236 1416 1086 881992 3133 422 29269
is_linear=0
shrinkage=1


Tree=108
num_leaves=31
num_cat=0
split_feature=276 643 276 667 667 355 531 355 296 513 387 355 214 513 156 618 611 164 394 164 618 231 768 108 489 295 296 488 394 752
split_gain=1.39932e+06 338763 162278 147196 141389 125197 116156 102279 90822.3 89921.5 85818.1 63949.3 57922.1 55740 38516.5 37895.2 39276.9 36828 34291.9 36664.6 33738.9 33644.3 31526.8 29250.5 28469.6 27981.3 27949.5 26567.8 26187.7 22659.8
threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 17.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 8 10 12 18 17 23 11 24 -5 -12 22 16 28 21 19 25 27 -3 -13 -8 29 -2 -4 -6 -9 -1
right_child=2 4 26 6 20 -7 9 15 -10 -11 13 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.4465968030537519 -2.1323120068111625 -2.7049719552882632 -1.0605355192579959 -3.2171294929460084 -1.9404283604559578 -0.74139388840695108 -3.1784997991758508 -1.7131909825432214 -1.0556536303331905 -0.77552640899438385 -3.0259001300279893 -3.0976781802004325 -0.8049640507688256 -1.6270589221790221 -0.95329017952201767 -2.9436892331723814 -0.56999267893351879 -3.3045096834177006 -3.0739587137675253 -3.0345605823296897 -3.3559690719340187 -3.4006736979908827 -1.5563008033095187 -0.46860250141606619 -3.2293934715873283 -3.1547786294373448 -2.5381520605561665 -0.68582239091588004 -2.9022528193167401 -3.0204341090070201
leaf_weight=392546.18985247612 2183.1720361858606 4061.9843027591705 1404.6994978934526 2264.5010659247637 308.76125991344452 172.51214224100113 339.1775287091732 1748.4755985587835 253.70978420972824 448.1965310126543 1300.771771684289 2060.1602363586426 104.12480786442757 364.73245000839233 96.110153883695602 265.92884683609009 278.57491971552372 2365.111250936985 1188.6651567816734 803.6661432236433 86.058989465236664 838.64813703298569 141.83309790492058 45.131699055433273 6206.8896508812904 305.04955540597439 140.84768962860107 372.32009373605251 207.16566662490368 1251.6655925810337
leaf_count=11950768 66465 123664 42765 68941 9400 5252 10326 53231 7724 13645 39601 62720 3170 11104 2926 8096 8481 72004 36188 24467 2620 25532 4318 1374 188964 9287 4288 11335 6307 38106
internal_value=-3.39051 -3.41653 -2.12236 -3.42941 -2.78355 -3.43476 -2.75397 -2.32764 -2.91549 -1.7379 -3.43591 -3.43887 -3.11109 -2.71956 -2.91287 -1.81522 -1.68091 -2.98043 -2.61357 -2.44733 -1.49032 -2.82403 -2.9984 -2.86026 -3.44189 -2.25766 -1.19519 -1.25459 -1.83915 -3.44524
internal_weight=0 415629 8526.25 407342 8286.59 404141 3201.13 6980.7 7519.45 832.506 403968 402303 2368.63 1665.5 2298.1 2500.15 2234.22 7265.74 4480.55 3291.89 767.14 4900.63 2201.99 384.309 400005 2488.22 1545.55 681.081 1955.64 393798
internal_count=12913069 12653494 259575 12401215 252279 12303759 97456 212522 228924 25345 12298507 12247802 72111 50705 69964 76115 68019 221200 136407 100219 23355 149196 67038 11700 12177838 75752 47053 20735 59538 11988874
is_linear=0
shrinkage=1


Tree=109
num_leaves=31
num_cat=0
split_feature=607 465 331 394 276 273 735 229 394 272 111 735 273 616 264 513 564 412 685 394 237 295 47 387 453 369 474 160 714 513
split_gain=7176.61 196142 383553 208877 81465.3 36803.3 163884 75914.8 28658.9 9311.35 16498.5 6890.71 1426.9 1341.65 7689.41 33825 10064.4 15854.5 46731.7 1983.67 2659.87 38580.8 41995.1 19408.5 81473.4 1704.93 18333.6 2806.44 2918.58 3153.55
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 -3 -4 8 9 -7 -8 11 -2 -11 12 -5 -1 19 -16 17 18 -17 -15 25 23 -23 -22 -25 -21 27 28 -27 -30
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-8.6644603336788855 -8.491134608685698 -5.7236112991235828 -3.165787823011641 406.03171149328597 11.407490377302938 -4.2560076652887888 -8.7077386879210898 524.15606522863231 255.88488978542682 249.91663500774962 -8.7077386879211023 517.94553138347612 461.98862143835919 -8.610132562406223 -7.3990370378942298 -8.7077386879210898 38.519320856523713 70.290251822784995 469.23010390179417 -8.2509385851868871 -8.0944695091031882 -8.7077386879210987 384.57967096663697 -8.7077386879211129 383.53922808396726 -7.3572757336869898 185.26054158388348 29.183739318669723 96.410555136800753 -8.7077386879211005
leaf_weight=1763.0060748079268 10.618452115159009 0.1340425375383355 0.018044187745545059 0.010126840061275288 0.0049713578482624135 0.06738951749866906 0.0036824872950091967 0.0097585913317743689 0.007180850225267931 0.0038666116597604328 0.0068126014957670122 0.018228312110295519 0.0082855964137706906 436.44802595576039 0.15282322274288063 0.0036824872950091958 0.012704581167781726 0.010126840061275288 0.0046031091187614948 165.71800437945058 0.81530268711503495 0.0055237309425137937 0.0053396065777633339 0.02632978415931575 0.0066284771310165516 0.44429209214285847 0.0051554822130128733 0.023752043052809313 0.0057078553072642535 0.0057078553072642535
leaf_count=9575083 57670 728 98 55 27 366 20 53 39 21 37 99 45 2370398 830 20 69 55 25 900033 4428 30 29 143 36 2413 28 129 31 31
internal_value=-8.60861 -6.04983 91.85 287.535 395.039 -7.88607 59.3358 378.166 438.56 -8.39727 84.9321 474.361 431.212 -8.6204 -8.49174 11.9511 106.985 154.226 256.813 -8.49797 -8.20493 -2.65506 184.603 -5.0532 70.1799 -8.23362 -2.31091 -4.32781 -6.07447 43.8514
internal_weight=0 10.9108 0.20088 0.0668371 0.048793 10.71 0.0808306 0.0134411 0.0438216 10.6291 0.0106792 0.0366407 0.0184124 2366.7 603.694 0.18394 0.031117 0.0184124 0.0082856 603.51 167.062 0.859124 0.0108633 0.848261 0.0329583 166.203 0.484615 0.47946 0.455708 0.0114157
internal_count=12913069 59258 1091 363 265 58167 439 73 238 57728 58 199 100 12853811 3278728 999 169 100 45 3277729 907331 4666 59 4607 179 902665 2632 2604 2475 62
is_linear=0
shrinkage=1


Tree=110
num_leaves=31
num_cat=0
split_feature=636 735 565 397 316 223 316 373 565 636 372 687 243 179 356 231 289 397 453 469 424 375 179 289 441 107 736 205 574 316
split_gain=791906 1.06013e+06 255314 79897.2 69281.5 63130.7 84358.1 53744.2 14179.2 13829.8 7097.95 6868.81 6023.09 69580.6 47475.7 24626.6 15844 5440.04 4682.35 15138.5 33789.8 15706.8 8724.62 6873.35 13150.5 4764.36 12234.8 9914.41 4454.93 4316.45
threshold=2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 5 3 4 8 28 -7 9 10 -8 -3 -10 18 -14 -15 16 17 -16 -1 25 21 -21 23 -23 -25 -20 27 -27 -2 -4
right_child=1 2 29 -5 -6 6 7 -9 11 -11 -12 -13 13 14 15 -17 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-8.6097341347266969 -7.9776747400372514 266.33589309425128 53.641625092944523 2.7467008496753547 431.69363592493261 33.282436543212405 64.616893693514569 473.13778424132022 333.26378367334962 219.29237580311434 343.47017840799447 479.79845093499114 -8.6504399373473699 -3.6951613342935588 221.96955652490911 8.4452712431871948 69.584170549844572 109.70448362018635 -7.8140565136091187 -2.5205036574738973 308.84133912967269 -0.76011170017751439 170.85452745825782 219.29237580308958 -8.6504399373473504 -3.2517943013886272 186.72911641158802 154.53589405864025 57.832881320286404 117.70916444051815
leaf_weight=2456.6521977401862 0.44592080506845277 0.13746137628913857 0.048160226870095357 0.0087741304014343768 0.038606173766311258 0.15500963709200732 0.010918917832896113 0.0064343622943852088 0.014623550669057295 0.012283782562008128 0.01306370526435785 0.0040945941873360417 1.1084651407145418 0.040360999846598022 0.029052120662527159 0.011698840535245836 0.011503859859658405 0.0050694975652731946 58.824694921349874 0.09788029914488916 0.0040945941873360417 0.012673743913182989 0.007799227023497223 0.0052644782408606261 0.0048745168896857649 0.055569492542416721 0.0040945941873360417 0.0042895748629234723 0.010528956481721252 0.013453666615532711
leaf_count=12599465 2287 705 247 45 198 795 56 33 75 63 67 21 5685 207 149 60 59 26 301695 502 21 65 40 27 25 285 21 22 54 69
internal_value=-8.55131 84.2429 247.246 298.334 310.812 13.4991 62.8374 217.418 283.237 146.504 273.03 365.318 -8.5852 -1.52032 79.3874 137.884 171.074 205.29 -8.58859 -7.70841 26.0438 17.032 79.5504 48.3353 109.704 -7.7844 19.4949 8.05547 -6.45962 67.6311
internal_weight=0 0.919334 0.278237 0.216624 0.207849 0.641096 0.184647 0.0296371 0.169243 0.0232027 0.150525 0.0187181 2516.88 1.20615 0.0976853 0.0573243 0.0456255 0.0341216 2515.67 59.0212 0.132587 0.128492 0.030612 0.0228127 0.010139 58.8886 0.0639537 0.0598591 0.45645 0.0616139
internal_count=12913069 4715 1427 1111 1066 3288 947 152 868 119 772 96 12908354 6186 501 294 234 175 12902168 302703 680 659 157 117 52 302023 328 307 2341 316
is_linear=0
shrinkage=1


Tree=111
num_leaves=31
num_cat=0
split_feature=73 550 408 679 107 176 73 187 374 280 693 73 81 679 600 90 676 372 538 172 324 121 532 576 405 603 403 532 410 65
split_gain=101552 112080 261620 256706 18454.6 24925.8 16287.8 88966.3 13403.8 12904.8 9872.97 9686.39 12960 97861.6 142977 8019.9 7634.14 7607.98 6877.09 5893.7 18355.6 25798.6 13289.7 12745 5866.02 26637.9 5829.07 6398.55 5406.49 5787.27
threshold=2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 10 -4 6 -6 8 16 9 18 -3 -1 15 -14 -15 19 17 -8 26 24 22 -22 -21 -24 -13 -26 27 -2 29 -28
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-10.243035203397897 13.495139825163999 15.68967231906224 122.86626772627143 1882.7925044212043 -10.272360108788247 688.7054360250429 40.562388700993758 906.03466675594586 389.14352339625844 374.35034252571535 324.72160670194972 -5.8252973645955928 0.071079105495625683 1587.3911739113985 -10.272360108788263 267.89227304656055 304.41894204676964 244.25736957592477 278.1946668670895 1.5151688028362962 688.70543602504347 -10.272360108788252 -10.272360108788247 461.7645931245483 18.980634176115615 526.87313839805336 40.895313056646735 249.34796416952662 278.1946668670895 231.23491828970731
leaf_weight=494.4602343304141 0.25244556000688945 0.0077035569120198488 0.0015021935978438714 0.0018488536588847637 0.0010399801831226787 0.0010014623985625803 0.02754021596047096 0.0013096046750433734 0.0010014623985625795 0.0010399801831226787 0.0011940513213630766 2.4960294750635521 0.01933592784916971 0.0010014623985625795 0.0012710868904832751 0.0010784979676826669 0.0012710868904832742 0.0019644070125650606 0.0010399801831226787 0.033934168197447323 0.0010014623985625795 0.0011170157522428781 0.0010399801831226787 0.0012710868904832751 0.013673813518835121 0.0011170157522428789 0.044950254581635818 0.0011555335368029765 0.0010399801831226787 0.0016562647360842666
leaf_count=12837193 6554 200 39 48 27 26 715 34 26 27 31 64802 502 26 33 28 33 51 27 881 26 29 27 33 355 29 1167 30 27 43
internal_value=-10.1732 43.6192 340.787 1093.86 32.8647 332.622 31.0457 98.8118 23.9012 22.6953 57.1615 -10.2112 -4.09009 73.0283 693.783 -4.74352 64.4619 54.1243 21.4855 -4.85886 34.0403 320.154 17.3175 249.348 -5.45322 57.3371 20.5993 14.5698 52.6913 47.6594
internal_weight=0 0.350704 0.0122487 0.00335105 0.338456 0.00204144 0.336414 0.0320853 0.304329 0.303328 0.00889761 497.032 2.57187 0.0216085 0.00227255 2.55026 0.0307757 0.0295046 0.302288 2.54918 0.0383637 0.00211848 0.0362452 0.00231107 2.51082 0.0147908 0.301248 0.253601 0.0476465 0.0466065
internal_count=12913069 9105 318 87 8787 53 8734 833 7901 7875 231 12903964 66771 561 59 66210 799 766 7848 66182 996 55 941 60 65186 384 7821 6584 1237 1210
is_linear=0
shrinkage=1


Tree=112
num_leaves=31
num_cat=0
split_feature=453 482 565 356 107 114 310 78 27 476 615 603 603 137 372 372 441 519 38 27 432 565 118 394 199 107 372 390 372 441
split_gain=10915.6 41888.6 259350 122957 13131.7 21798.1 11645.5 11029.7 17116.2 6098.07 16621.2 25551.6 6039.72 5799.65 5576.75 21484.7 15495.8 23940.4 5708.23 21754.3 40624.1 3066.21 2929.21 9360.59 2919.93 2901.62 5552.27 17235.5 14874.9 11142.2
threshold=1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 5.0000000000000009 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 20.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 9 6 14 -1 -9 24 12 -12 -11 -5 18 16 17 -16 21 -20 -21 22 -6 -24 25 -2 -27 -28 29 -29
right_child=1 2 3 13 5 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-8.6791777145540809 -7.8669931423229862 -8.0452944701966782 28.801207977909669 545.9014915586497 -2.6141928296471679 196.04816438354123 158.12368447295964 -8.744027133561616 272.84523620242891 0.51732686809455508 -8.7440271335615964 319.776780091776 111.93708572472977 407.51836214574399 79.2526176589447 -8.7440271335616124 18.073997946060494 400.84035590061683 -0.58201950063227592 407.51836214574394 -8.7440271335615982 81.36453713396044 178.98214842376785 -8.7440271335616053 66.34644308939032 -5.4339611145371478 0.81938180992745657 272.84523620246154 -8.7440271335616 61.653288700439326
leaf_weight=2239.0331906944339 49.713011014988297 0.14311625363188696 0.0079903615551302209 0.011719196947524324 0.91356467113655371 0.0058595984737622722 0.0047942169330782427 0.005504471293533153 0.0035512718022800982 0.22674870457558327 0.0053269077034201473 0.0042615261627361178 0.0049717805231921366 0.0040839625726221121 0.0056820348836481571 0.038353735464625061 0.0074576707847882054 0.003906398982508108 0.036755663153599016 0.0040839625726221129 0.0055044712935341522 0.0044390897528501219 0.003728835392394104 0.0092333066859282553 0.0053269077034191472 2.5679246402287386 0.094108702760422491 0.0060371620638761669 0.0063922892441041759 0.0042615261627361178
leaf_count=12609754 279973 806 45 66 5145 33 27 31 20 1277 30 24 28 23 32 216 42 22 207 23 31 25 21 52 30 14462 530 34 36 24
internal_value=-8.64489 -7.23795 42.7808 348.496 -7.39347 3.71567 2.62942 -8.67873 101.683 -7.61367 8.24664 137.265 2.90794 510.14 1.90756 32.7723 126.184 210.27 0.157959 34.4114 168.553 -1.5472 -1.94444 45.2594 -7.68672 -7.69424 -4.48827 17.4293 111.081 185.455
internal_weight=0 53.8486 0.16691 0.0237935 53.6817 1.04336 1.0375 2239.04 0.00905574 52.6384 0.241309 0.00958843 0.23172 0.0158032 1.03271 0.0553998 0.0170461 0.00958843 0.97731 0.0463441 0.00958843 0.930966 0.926527 0.0129621 52.3971 52.3917 2.67872 0.1108 0.016691 0.0102987
internal_count=12913069 303264 940 134 302324 5876 5843 12609805 51 296448 1359 54 1305 89 5816 312 96 54 5504 261 54 5243 5218 73 295089 295059 15086 624 94 58
is_linear=0
shrinkage=1


end of trees

feature_importances:
Management=67
Maintenance=64
Engineering=59
Sales=54
Safety=44
Supervision=44
Food_Service=43
Nursing=43
Repairs=43
Production=41
Administration=39
Customer_Service=38
Physical_Ability=37
Strategy=36
Teaching=35
Healthcare=33
Scheduling=33
Construction=31
Retail=30
Leadership=29
Hand_Tools=27
Mechanical=26
Digital_Literacy=25
Inventory=25
Research=25
Communication=24
Hospitality=24
Testing=24
Valid_Driver_s_License=23
Analysis=22
Cash_Register_Operation=22
Coordination=22
Systems=21
Collections=20
Writing=20
Law=19
Commercial_Driver_s_License=18
Manufacturing=18
Military=18
Recruiting=18
Staffing=18
Transportation=18
Budgeting=17
Cleanliness=17
Documentation=17
Installation=17
Merchandising=17
Treatment=17
Banking=16
Clerical=16
Design=16
Inspection=16
Protective_Services=16
Sanitation=16
Electronics=15
Impact=14
Artistic=13
Coaching=13
Computer_Science=13
Counseling=13
Energetic=13
Laboratory=13
Marketing=13
Pharmacy=13
Planning=13
Printing=13
Prioritization=13
Therapy=13
Air_Transportation=12
Customer_Experience=12
Data_Entry=12
Fitness=12
Insurance=12
Measuring=12
Organization_Skills=12
Plumbing=12
Accounting=11
Accuracy=11
Consulting=11
Detail_Oriented=11
Editing=11
Human_Resources=11
Law_Enforcement=11
Mathematics=11
Payroll=11
Professionalism=11
Validation=11
Advising=10
Balance=10
Caregiving=10
Chemistry=10
Customer_Satisfaction=10
Government=10
Philosophy=10
Physician=10
Processing=10
Psychology=10
Rehabilitation=10
Retail_Management=10
Science=10
Teamwork=10
Welding=10
Architecture=9
First_Aid=9
History=9
Investigative=9
Mentoring=9
Procurement=9
Programming=9
Safety_Equipment=9
Screening=9
Shipping=9
Troubleshooting=9
Video=9
Customer_Relations=8
Global_Position_Systems_GPS_=8
Loading_and_Unloading=8
Loss_Prevention=8
Packaging=8
Painting=8
Project_Management=8
Radio=8
Social_Work=8
Wellness=8
Agile_Methodologies=7
Catering=7
Compassion=7
Composure=7
Cooking=7
Dentistry=7
Flexibility=7
Food_Safety=7
Loan_Administration=7
Memorization=7
Microsoft_Excel=7
Nutrition=7
Organizational_Skills=7
Presentation=7
Pricing=7
Protective_Equipment=7
Quality_Control=7
Rapport_Building=7
Risk_Management=7
Software=7
Sorting=7
Time_Management=7
Verbal_Communication=7
Work_Ethic=7
Business=6
Call_Centers=6
Career_Development=6
Electrician=6
Estimating=6
Fashion=6
Forklift=6
Hardware=6
Independence=6
Interpersonal_Communication=6
Interviewing=6
Investing=6
Judgement=6
Logistics=6
Mechanical_Engineering=6
Monitoring=6
Ownership=6
Personal_Development=6
Physical_Therapy=6
Product_Management=6
Programmable_Logic_Controller_PLC_=6
Reporting=6
Respiratory_Therapy=6
Security_Clearance=6
Self_Starter=6
Small_Business_Operations=6
Speaking=6
Styling=6
Tutoring=6
Veterinarian=6
Word_Processing=6
Biology=5
Business_Intelligence=5
Child_Development=5
Data_Analysis=5
Electrical_Engineering=5
Evaluating=5
Initiative=5
Instructing=5
Instructional_Design=5
Interpersonal_Skills=5
Luxury=5
Mechanical_Aptitude=5
Meets_Deadlines=5
National_Security=5
Negotiation=5
Nursing_Aide=5
Paramedics=5
Public_Safety=5
Publishing=5
Purchase_Orders=5
Quality_Assurance=5
Recognition=5
Restaurant_Management=5
Software_Engineering=5
Special_Education=5
Sport=5
Standard_Operating_Procedure=5
Supply_Chain=5
Tax_Preparation=5
Training_and_Development=5
Vital_Signs=5
Acute_Care=4
Broadcast=4
Certified_Public_Accountant=4
Childcare=4
Civil_Engineering=4
Computer_Aided_Design_CAD_=4
Constructive_Feedback=4
Curiosity=4
Economics=4
Emergency_Medical_Technician=4
Environmental_Science=4
Finance=4
Foreign_Language=4
Geography=4
Good_Manufacturing_Practice_GMP_=4
Hand_Truck_Operations=4
Homeland_Security=4
Human_Resource_Information_System_HRIS_=4
Integrity=4
Land_Surveying=4
Leasing=4
Liability_Management=4
Licensed_Practical_Nurse_LPN_=4
Mental_Health=4
Molecular_Biology=4
Occupational_Therapy=4
Performance_Management=4
Personal_Digital_Assistant=4
Pharmaceuticals=4
Photography=4
Program_Management=4
Public_Speaking=4
Sales_Management=4
Security_Operations=4
Software_Development=4
Soldering=4
Tableau=4
Talent_Acquisition=4
Willingness_to_Learn=4
Active_Listening=3
Adaptability=3
Bookkeeping=3
Case_Management=3
Continuous_Improvement=3
Copywriting=3
Databases=3
Decision_Making=3
Defense=3
Diplomacy=3
Electronic_Health_Records_EHR_=3
Employee_Relations=3
Enforcement=3
Facebook=3
Financial_Management=3
Financial_Services=3
Friendliness=3
Healing=3
Healthcare_Administration=3
Information_Security=3
Internal_Controls=3
JavaScript=3
Journalism=3
Knife_Skills=3
Leadership_Development=3
Legal_Research=3
Linux=3
Listening=3
Massage_Therapy=3
Medication_Administration=3
Online_Research=3
Operations_Management=3
Patience=3
Pest_Control=3
Physician_Assistance=3
Physics=3
Polymerase_Chain_Reaction=3
Public_Relations=3
Punctuality=3
Python=3
Quality_Driven=3
Relationship_Development=3
Reliability=3
Sales_Operations=3
Scaffolding=3
Security_Policies=3
Six_Sigma=3
Social_Media=3
Social_Services=3
SQL=3
Startups=3
Sustainability=3
Swimming=3
Task_Planning=3
Technical_Writing=3
Telecommunications=3
Television=3
Unpacking=3
Account_Management=2
Accounts_Payable=2
Acting=2
Action_Oriented=2
Active_Directory=2
Adobe_Creative_Suite=2
Advocacy=2
Android=2
Appeal=2
Apple_Technologies=2
ArcGIS=2
Athletic_Trainer=2
Auditing=2
AutoCAD=2
Barber=2
Behavioral_Analysis=2
Behavioral_Health=2
Body_Language=2
Business_Administration=2
Business_Analysis=2
Business_Development=2
Business_Ethics=2
Business_Process=2
Change_Management=2
Clinical_Research=2
Clinical_Social_Work=2
Cloud_Computing=2
Computer_Hardware=2
Computer_Literacy=2
Contractual_Agreements=2
Crisis_Intervention=2
Customer_Relationship_Management=2
Customer_Retention=2
Data_Management=2
Editorial_Writing=2
Efficiency=2
Emergency_Medicine=2
Emergency_Procedures=2
Emergency_Services=2
Environmental_Compliance=2
Equipment_Maintenance=2
Ethical_Conduct=2
Event_Management=2
External_Customers=2
Fast_Learner=2
Financial_Risk=2
Financial_Statements=2
Food_Production=2
Fundraising=2
Goal_Oriented=2
Home_Care=2
Hotel_Management=2
HTML=2
Information_Technology=2
Interpreting=2
Lead_Generation=2
Management_Consulting=2
Meeting_Planning=2
Micrometer=2
Microsoft_PowerPoint=2
Motivating=2
Onboarding=2
Oncology=2
Operating_Equipment=2
Oracle=2
Peripheral_Vision=2
Personnel_Management=2
Physical_Fitness=2
Press_Release_Writing=2
Problem_Solving=2
Repetitive_Tasks=2
Retail_Banking=2
Revit=2
Risk_Assessment=2
Sales_Pitches=2
Search_Engine_Optimization_SEO_=2
Social_Skills=2
Socialization=2
Surgery=2
Translation=2
Warehousing=2
Academic_Advising=1
Account_Reconciliation=1
Accountability=1
Advertising=1
Agile_Project_Management=1
Archeology=1
Articulation=1
Asset_Management=1
Automated_External_Defibrillator_AED_=1
AWS=1
Biochemistry=1
Biotechnology=1
Breathing_Apparatus=1
Brochure=1
Business_Acumen=1
Business_Planning=1
Business_Strategy=1
Client_Confidentiality=1
Clinical_Trials=1
Community_Outreach=1
Construction_Management=1
Construction_Safety=1
Creative_Problem_Solving=1
Creativity=1
Criminal_Justice=1
Critical_Thinking=1
Curriculum_Development=1
Customer_Support=1
Data_Mining=1
Data_Visualization=1
Decisiveness=1
Digital_File_Management=1
Direct_Marketing=1
Direct_Patient_Care=1
Driving_Results=1
e_learning=1
Employee_Benefits_Administration=1
Employee_Training=1
Enthusiasm=1
Ethics=1
Facilities_Management=1
Family_Therapy=1
Film=1
Financial_Accounting=1
Financial_Literacy=1
Financial_Planning=1
Forecasting=1
Generally_Accepted_Accounting_Principles_GAAP_=1
Grammar=1
Health_Education=1
Human_Resources_Management_System_HRMS_=1
Incident_Reporting=1
Influencing=1
Informatics=1
Information_Gathering=1
Inpatient_Care=1
Intelligence_Analysis=1
Interior_Design=1
Internal_Communications=1
Invoicing=1
Java=1
Judging=1
Life_Sciences=1
Machine_Learning=1
Managed_Care=1
Market_Planning=1
Marketing_Strategy=1
Media_Relations=1
Medical_Billing=1
Medical_Education=1
Mental_Health_Counseling=1
Microsoft_Windows=1
Mobile_Applications=1
Motivational_Interviewing=1
Multi_Tasking=1
Music=1
Natural_Sciences=1
Networking=1
Nonprofit=1
Nuclear_Medicine=1
Office_Management=1
Oil_and_Gas=1
Operating_Systems=1
Operational_Planning=1
Operations_Monitoring=1
Optometry=1
Outsourcing=1
People_Management=1
Persistence=1
Phlebotomy=1
Process_Engineering=1
Process_Improvement=1
Product_Marketing=1
Program_Development=1
Project_Coordination=1
Property_Management=1
Psychotherapy=1
Radiography=1
Real_Estate_Sales=1
Real_Estate_Transactions=1
Receptive=1
Relationship_Management=1
Renewable_Energy=1
Resourceful=1
Sales_Process=1
Salesforce=1
Search_Engine_Marketing_SEM_=1
Self_Sufficiency=1
SketchUp=1
Social_Networking=1
Sociology=1
Staff_Development=1
Surveillance=1
Systems_Analysis=1
Team_Building=1
Team_Leadership=1
Test_Planning=1
Theology=1
Trend_Analysis=1
Typography=1
Underwriting=1
User_Acceptance_Testing=1
User_Experience=1
Vendor_Management=1
Visual_Merchandising=1
Wastewater_Treatment=1
Web_Applications=1
Workers_Compensation=1
Workforce_Planning=1
Written_Communication=1
Youth_Development=1

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: auc_mu]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 14832]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 27730]
[extra_trees: 0]
[extra_seed: 16775]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 26657]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 22950]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 32672]
[num_class: 113]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
