tree
version=v3
num_class=5
num_tree_per_iteration=5
label_index=0
max_feature_idx=200
objective=multiclass num_class:5
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tree_sizes=1741 1739 1745 1753 1727 1753 1782 1772 1777 1761 1763 1776 1776 1781 1758 1765 1782 1775 1771 1760 1768 1779 1780 1777 1755 1777 1790 1782 1783 1765 1764 1788 1782 1779 1761 1757 1773 1772 1775 1757 1767 1780 1781 1766 1750 1756 1781 1782 1788 1771 1761 1784 1784 1776 1763 1771 1776 1785 1788 1770 1756 1785 1784 1787 1776 1765 1778 1784 1778 1762 1778 1781 1775 1777 1771 1775 1784 1768 1785 1776 1767 1783 1789 1778 1777 1768 1772 1785 1778 1774 1779 1783 1788 1785 1771 1751 1782 1788 1775 1769 1769 1797 1766 1789 1771 1770 1781 1782 1783 1769 1769 1774 1773 1784 1772 1757 1792 1780 1779 1768 1760 1788 1776 1782 1772 1738 1779 1784 1780 1759 1768 1781 1783 1779 1778 1769 1779 1781 1783 1771 1753 1763 1784 1770 1778 1739 1655 1773 1769 1781 1771 1757 1788 1773 1769 1762 1778 1777 1778 1787 1755 1774 1780 1781 1757 1656 1771 1777 1774 1765 1764 1785 1781 1786 1769 1761 1444 1778 1782 1762 1780 1771 1786 1778 1754 1773 1753 1780 1765 1767 1749 1772 1771 1758 1769 1752 1779 1779 1774 1764 1746 1769 1770 1767 1767 1753 1780 1773 1782 1780 1633 1757 1772 1767 1758 1751 1768 1780 1778 1772 1783 1754 1771 1783 1767 1753 1791 1780 1799 1780 1777 1770 1783 1790 1771 1767 1783 1785 1778 1764 1746 1773 1777 1759 1777 1772 1777 1778 1751 1790 1647 1663 1668 1778 1766 1770 1769 1783 1794 1761 1781 1787 1781 1774 1770 1772 1557 1777 1777 1766 1756 1442 1782 1793 1777 1540 1769 1548 1775 1739 1749 1765 1758 1795 1763 1636 1777 1780 1769 1644 1791 1547 1652 1765 1764 1777 1755 1781 1660 1753 1775 1767 1790 1787 1768 1773 1429 1652 1779 1758 1534 1765 1782 1776 1768 1781 1786 1769 1755 1761 1777 1774 1783 1771 1764 1787 1777 1760 1761 1769 1768 1756 1758 1774 1768 1746 1758 1559 1663 1760 1801 1663 1761 1771 1766 1652 1783 1781 1777 1754 1427 1769 1788 1776 1768 1633 1780 1774 1784 1766 1763 1789 1768 1769 1774 1558 1757 1752 1778 1759 1748 1774 1788 1793 1750 1797 1787 1768 1789 1766 1777 1755 1761 1438 1782 1763 1789 1756 1765 1760 1537 1768 1784 1765 1760 1432 1775 1783 1777 1763 1773 1773 1773 1777 1783 1565 1755 1770 1789 1783 1642 1761 1787 1757 1768 1775 1774 1754 1760 1792 1752 1747 1769 1669 1772 1784 1446 1773 1786 1763 1769 1780 1776 1781 1773 1770 1664 1746 1798 1762 1790 1779 1780 1771 1646 1745 1796 1765 1798 1762 1769 1774 1754 1792 1781 1535 1781 1760 1772 1788 1770 1772 1765 1767 1770 1434 1761 1777 1794 1765 1773 1771 1754 1778 1784 1779 1787 1778 1796 1780 1653 1779 1764 1794 1767 1793 1772 1779 1798 1779 1764 1773 1768 1780 1778 1782 1788 1772 1780 1781 1788 1439 1769 1760 1775 1536 1547 1765 1787 1774 1767 1759 1766 1786 1756 1540 1784 1780 1798 1762 1655 1774 1755 1771 1762 1761 1791 1776 1753 1755 1769 1782 1789 1789 1768 1519 1776 1774 1766 1750 1785 1776 1667 1770 1767 1771 1765 1754 1779 1767 1762 1440 1772 1574 1771 1779 1777 1759 1788 1773 1761 1787 1759 1664 1781 1787 1792 1780 1770 1759 1658 1788 1784 1800 1793 1792 1773 1769 1768 1748 1629 1780 1758 1781 1746 1776 1783 1772 1777 1770 1764 1651 1673 1772 1767 1779 1774 1773 1760 1555

Tree=0
num_leaves=15
num_cat=0
split_feature=166 93 94 118 139 87 158 105 90 92 136 41 197 6
split_gain=19722.1 12611.1 7411.63 6331.35 2298.61 2915.36 2814.21 1376.4 1318.61 1148.1 978.188 430.39 262.685 167.544
threshold=-0.10388488387085322 0.017461138717183099 0.1075447087019676 -0.071258947225652999 0.0031124462528706793 0.16059602395139344 -0.069833447276857169 3.2467204330916588 -0.0009253728951773083 -0.031906157281450971 0.044598511354365648 -0.15759129247468265 0.24665717534650311 0.29029264911209801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 12 6 -6 9 -4 -1 -9 -7 -2 -14
right_child=4 2 8 -5 5 11 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-2.1418703393348832 -2.5814333309877435 -1.9918183241302685 -1.8500387892632983 -2.2838096539002279 -2.3416600145661466 -1.6874778869746638 -2.5265317757528405 -2.520683870328519 -2.4819863078723237 -2.4336871619657563 -2.4011910648525259 -2.5684376816034957 -2.4397944414786763 -2.5472656576633943
leaf_weight=190.60652878880501 13632.366933986545 1115.7776869609952 33.88560576736927 2220.3542751297355 1551.8665864393115 5.5534742921590796 1754.1447992771864 4468.8523539379239 1289.8179163858294 460.65597153455019 809.11293991655111 3922.070559643209 179.02894602715969 764.49690024554729
leaf_count=1341 98018 5214 104 14112 9453 17 15554 43560 5100 3969 7203 15186 1061 3929
internal_value=-2.50067 -2.38869 -2.26559 -2.18615 -2.55503 -2.50895 -2.43975 -2.48544 -2.46581 -2.34828 -2.50237 -2.56719 -2.5779 -2.52687
internal_weight=0 10589.1 4659.84 3336.13 21809.5 7233.64 3306.01 5929.23 1323.7 651.263 5277.97 3927.62 14575.9 943.526
internal_count=223821 80603 24530 19326 143218 40210 25007 56073 5204 5310 50763 15203 103008 4990
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=19 157 46 157 46 163 13 116 112 46 14 56 46 84
split_gain=49696 28073.3 21313.7 8116.74 24689.5 3777.37 2773.93 2084.33 1288.2 1195.32 846.756 932.985 793.577 472.596
threshold=0.14786462633839398 -0.040685821106071246 0.070728939127310597 -0.037528790144605549 0.073731137579612485 -0.16153743559477668 -0.063270665114906463 0.2915925512621737 -0.15013674978506766 0.02018010432296451 -0.030259107601466214 0.20482402860932811 0.067959726297456405 0.045185525214516783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 9 10 5 -5 13 -6 -4 -3 -1 -12 -8 -2
right_child=1 2 8 4 7 -7 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-1.4906000064946043 -1.4162398039356279 -1.1046092166547756 -1.443366362609193 -1.4333411430138512 -1.4225134715955887 -1.23553342734197 -1.2647798692373962 -1.4967923081397481 -1.3157250189482745 -1.203526660872261 -1.3803777619674187 -1.4834051037517642 -1.4321198362137133 -1.4844927725181936
leaf_weight=29109.16819575429 1335.5823927521706 8976.8082885742188 2392.6579909175634 1123.9820632338524 5374.2779672890902 6842.0526815354824 1021.6545530110598 12717.087225332856 1180.9335736334324 1414.0643478631973 1542.0895182788372 2044.0036556720734 392.17830143868923 4219.7367333322763
leaf_count=75645 4851 37553 5957 3792 13813 24324 3497 27801 3617 5171 4543 4593 897 7767
internal_value=-1.40463 -1.27233 -1.19052 -1.45177 -1.41014 -1.26344 -1.43626 -1.47473 -1.40119 -1.11807 -1.48495 -1.4391 -1.3112 -1.46808
internal_weight=0 20933.6 13964.5 58752.7 26057.4 7966.03 6969.15 18091.4 3573.59 10390.9 32695.3 3586.09 1413.83 5555.32
internal_count=223821 69310 52298 154511 69730 28116 17012 41614 9574 42724 84781 9136 4394 12618
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=34 100 116 124 44 193 166 193 68 139 68 116 193 123
split_gain=147136 18047.9 9446.99 6703.85 4257.57 2578.45 2219.57 2193.79 2126.55 1295.89 2147.92 1163.33 755.601 614.268
threshold=0.1381276161979329 -0.00088673327852001403 0.11620716255692858 -0.12772741851463718 0.15231100815749041 0.027259891831225871 -0.064709002903358709 0.36794141350482407 0.065479542247113665 -0.12175449698350714 0.10220790741435826 0.047444449731446424 0.053224575226349199 301.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 11 6 -3 -4 -2 10 -5 -1 -6 -7
right_child=1 5 7 9 12 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.3693567199367846 -1.3082273162318232 -1.3273124609379547 -1.0240479382796248 -1.3732443364605116 -1.0902343194075041 -1.2340590396865689 -1.0656818389848217 -1.2283061464487939 -1.1457851718652052 -1.3854279953092463 -1.2378591134040196 -1.243979692072237 -1.2987361411309031 -1.3358074564559457
leaf_weight=1938.7256450653076 1343.1218071579933 490.64498597383499 19537.161764860153 4198.3541935682297 1321.7784970998764 760.82615083456039 956.18019109964371 540.36233627796173 2014.8082566857338 47608.382654547691 1625.6067610383034 1196.9829249978065 200.12489807605743 2695.2831400632858
leaf_count=7224 4582 1397 41256 16065 3235 1450 2047 1082 5433 126845 4008 3505 422 5270
internal_value=-1.27882 -1.09201 -1.05551 -1.36995 -1.25489 -1.26649 -1.15441 -1.02955 -1.21076 -1.37998 -1.33546 -1.3215 -1.11765 -1.31341
internal_weight=0 28338.4 23435.5 58090 4657.61 4902.93 1446.83 20077.5 3357.93 53432.3 5823.96 3135.71 1521.9 3456.11
internal_count=223821 62517 52353 161304 14386 10164 3444 42338 10015 146918 20073 10729 3657 6720
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=166 74 166 63 74 157 157 137 166 78 109 167 63 157
split_gain=110064 31160.7 6511.17 4233.04 3922.87 4546.02 3549.11 1867.31 1392.16 623.266 545.385 525.705 504.91 355.803
threshold=-0.1942938262544687 0.14070520190199046 -0.087101449360925301 0.045670514764125786 0.058102157183141941 -0.037528790144605549 -0.056942581444011105 1.0000000180025095e-35 -0.26793580763787561 0.080320821836874487 0.36009385476607686 -0.23548394903093267 0.079477102861565299 -0.087628940704216132
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 5 -2 7 -1 -8 -5 -3 -4 -6 -13
right_child=2 3 11 9 12 -7 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-1.3356001573184677 -1.5066968133181859 -1.4892889779010536 -1.6266579048635719 -1.6468527287071764 -1.7381283892522466 -1.7523836006719189 -1.4386956818097458 -1.4328889475953743 -1.6446075507740092 -1.7828414681196199 -1.6202275134555786 -1.8061089112110351 -1.8093650666341459 -1.8275832678907267
leaf_weight=5618.6138197630644 1485.2740494012833 655.87781642377377 138.050821647048 380.68560342490673 1648.6069186329842 1527.8351661115885 629.86823858320713 3040.3920029401779 685.888865634799 2938.9001575708389 617.68194326758385 10341.443537846208 2509.4693206101656 30386.640685155988
leaf_count=29259 6897 2806 543 1154 5758 6948 2935 13614 2733 5736 2028 24177 5187 114046
internal_value=-1.73303 -1.49226 -1.80605 -1.70778 -1.71816 -1.63128 -1.39301 -1.36976 -1.54604 -1.76725 -1.55279 -1.82147 -1.78112 -1.82213
internal_weight=0 14567.9 48037.3 4593.15 7171.19 3013.11 9974.76 8659.01 1315.76 3319.59 1273.56 40866.1 4158.08 40728.1
internal_count=223821 60265 163556 11724 24790 13845 48541 42873 5668 6890 4834 138766 10945 138223
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=94 61 184 189 91 158 69 94 158 115 184 184 103 121
split_gain=165997 7694.73 6704.51 3112.34 2883.9 1875.13 1469.47 1116.98 1116.15 785.39 702.309 628.287 538.857 467.552
threshold=0.065036414072489571 0.20323936363660761 0.21904031489383527 35.500000000000007 0.039608080071522112 -0.018440588158582596 0.15483444133922758 0.1075447087019676 0.042560420551398262 0.011936543248717544 0.01575242825775643 0.03689259775687203 0.23174323156819579 1.1918468580317774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 9 7 -1 -3 -5 -4 -8 -2 -6 -7
right_child=1 5 4 8 12 13 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.6235750033463905 -1.5605873718639882 -1.286053533735102 -1.5932766969688521 -1.2870699975017037 -1.4761192633624756 -1.4173543754128621 -1.5941953636617185 -1.1910697838166686 -1.5410724019643858 -1.5114833033002288 -1.4968660936293936 -1.4104742110951964 -1.3473563740478829 -1.2573608202686839
leaf_weight=47459.546606630087 793.68626987934113 1397.4577700793743 2101.822454482317 2011.862806648016 477.23257745802402 512.11053515970707 1691.5810862183571 10855.339596629143 189.27673563361168 2659.2317980378866 1319.8330612331629 429.80705736577511 1018.904306948185 283.91509918868542
leaf_count=167843 2085 2459 8296 3733 1294 1366 4204 18136 624 7571 2752 923 1991 544
internal_value=-1.52602 -1.24658 -1.60717 -1.37999 -1.50953 -1.21157 -1.61928 -1.2019 -1.30891 -1.54759 -1.55154 -1.50785 -1.38843 -1.36029
internal_weight=0 16473.5 56728.2 3424.63 6257.19 13048.8 50471 12252.8 2201.14 4761.05 3011.41 1223.49 1496.14 796.026
internal_count=223821 29870 193951 7365 19152 22505 174799 20595 4357 15867 6956 3008 3285 1910
is_linear=0
shrinkage=1


Tree=5
num_leaves=15
num_cat=0
split_feature=167 98 168 69 13 159 105 122 109 88 97 12 157 131
split_gain=14677 6527.83 3524.76 3560.04 2005.45 2086.41 1062.78 1026.61 921.782 746.16 627.2 594.303 230.118 271.791
threshold=-0.077258443455408277 0.0078394897445746899 5.7433477178401056 0.1026597125262458 0.025494208653937509 0.20212331060403557 3.1085814930428977 -0.31253641678131633 0.15871790898880705 0.025274312254024264 -0.019716446366976597 1.552571225659918 -0.25790122928343212 0.68889728968718467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 8 10 -4 -2 -7 -1 -8 13 -6
right_child=4 2 7 -5 12 9 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.24648300989355457 -0.015804337899575895 0.095087475159563034 0.3317864861903807 0.29619589692663612 -0.017990897569832378 -0.0011757372816360088 0.060536354141194654 0.06023264481370038 0.16207496557079235 -0.0720446791293297 0.038323659947041198 -0.024168306822430211 -0.080074875144380733 0.38047817958994629
leaf_weight=269.31019102036953 439.74096152931452 1457.065725453198 145.93355775624514 2223.404544532299 72.231296166777611 2884.317074380815 1027.7308319434524 3025.073997117579 863.16364783793688 3063.7426655516028 312.95564349740744 4268.7806235477328 12211.983718402684 22.434254340827465
leaf_count=1563 3414 10592 589 7745 388 17943 9381 14661 4051 12852 2549 41404 96608 81
internal_value=0 0.0836714 0.150003 0.216579 -0.0542912 -0.0125735 0.00636525 0.0727299 0.102039 -0.0376791 0.134602 -0.00773228 -0.0788709 0.07644
internal_weight=0 12730.3 6851.48 3680.47 19557.6 7250.96 5878.78 3171.01 1302.9 5948.06 582.266 5296.51 12306.6 94.6656
internal_count=223821 88484 33587 18337 135337 38260 54897 15250 7465 30795 4112 50785 97077 469
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=20 158 116 158 116 167 99 34 34 2 99 163 158 151
split_gain=33439.2 19975.4 13697.6 6077.48 18112 2845.52 2021.32 1421.26 1344.5 1034.59 707.811 941.767 410.331 333.218
threshold=0.12288112100444087 -0.069833447276857169 0.12036057933213269 -0.0356625696151932 0.13277475786945217 -0.19375514875525093 0.21829841270807526 0.1962846955775506 0.2577485330073217 -0.062965122596036205 0.063087630248696597 -0.19136353829333733 -0.25558599141287652 -0.15045357417448946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 10 5 -5 -3 -4 -6 12 11 -1 -2 -11
right_child=1 2 7 4 8 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.084878601789220798 -0.083193260491826071 0.21322709716343347 0.074250092550992533 -0.033055464673258754 -0.016591709341872148 0.13011381599852267 -0.0061802233873369588 -0.048945228417371749 -0.085592076443184548 -0.002556821974950255 -0.084328255053065501 -0.021094191441803998 -0.031837173056184817 0.11674117175266976
leaf_weight=4358.8863465040922 3082.8953817337751 12679.629941180348 1467.871966779232 1241.4866100102663 3645.3409298807383 7682.3455687016249 434.26922333240509 2586.6508622616529 12532.891755819321 481.75844877958298 20286.540036290884 4936.1851776987314 3140.8010677099228 455.50660166144371
leaf_count=18402 7047 44756 4207 4258 9165 24777 891 6486 29631 1373 48236 14869 8264 1459
internal_value=0 0.0977755 0.156295 -0.0431479 -0.00695789 0.107414 0.205961 -0.00434443 -0.0700447 -0.0425258 -0.0738577 -0.0510056 -0.0572763 0.0554215
internal_weight=0 24329.4 17168.4 54683.7 25102.1 8923.83 13113.9 4054.52 16178.2 7160.96 29581.6 9295.07 6223.7 937.265
internal_count=223821 74483 56340 149338 67831 29035 45647 10693 38796 18143 81507 33271 15311 2832
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=34 124 68 124 139 68 184 184 52 139 116 44 115 118
split_gain=111923 12798.6 4955.52 4579.77 3402.59 3038.47 2244.42 1482.47 1079.39 1359.55 1017.51 679.179 531.215 387.871
threshold=0.11899627780990214 -0.11912753944525277 0.087500910705675047 -0.12486773392265872 -0.10600418278896111 0.062623145236981606 0.70060753468547043 0.059777832075825106 0.07798637008385649 -0.12175449698350714 0.033835765118038007 0.27799920023304209 0.028381228843044243 -0.018894843573211469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 7 12 -4 -3 -5 -10 -2 -7 -1 -6
right_child=1 4 6 8 13 11 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.099102120838168814 -0.045780362558087324 0.13365755679904845 0.19902606624607988 -0.10178593298533752 0.040772193906681305 0.056118084914027894 -0.022568209596413015 -0.0044978709908238866 0.052762688592756769 -0.083328168158649324 0.090153882284916678 0.17893055276903225 0.0011377726696074593 -0.062770875198443252
leaf_weight=1535.569861754775 788.85351836681366 2552.4649959802628 22371.144915267825 45419.877191111445 415.59532549977303 1095.1464360058308 466.60845866799355 1116.4046520888805 1019.9585764855146 2618.9540859013796 1823.6398497819901 764.73954278230667 806.25914385914803 2793.9275088608265
leaf_count=6145 2843 5947 42066 135526 1011 3069 758 2333 2764 6228 4531 1520 2511 6569
internal_value=0 0.146864 0.179574 -0.0890057 0.0258349 0.0111935 0.194499 0.0916181 -0.0975874 -0.045183 0.049108 0.106616 -0.0645909 -0.0493633
internal_weight=0 32328.6 25450.2 53260.5 6878.39 4201.71 22837.8 3668.87 49058.8 3638.91 2612.49 1859.89 2341.83 3209.52
internal_count=223821 66058 50198 157763 15860 13245 42824 8280 144518 8992 7374 4589 8656 7580
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=166 69 166 166 116 157 104 1 96 21 183 161 139 72
split_gain=79267.6 19000.2 3639.16 3443.97 2103.46 2100.58 1600.45 1423.79 990.993 440.306 437.855 404.023 293.779 223.739
threshold=-0.17046269242356363 0.16138389987623644 -0.074400253046660217 -0.26470784868001002 -0.0052605816027711484 -0.11452773448191934 0.18939002923754028 0.014624425605604861 0.023368539239270059 0.10969979722844919 1.6801300439854658 -0.23507551081010139 -1.0000000180025095e-35 0.082096991787938778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 5 -2 9 -5 -1 -3 -8 -4 -13 -6
right_child=2 6 11 7 13 -7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.27185445835486899 0.14661571443297489 0.17872799558382721 0.091187026904422097 0.17473775979701245 0.17392676238919524 -0.016426380286601584 -0.06058470183125983 0.0068363351376894673 0.18617870911759204 0.033886136384193737 0.059852268423636945 -0.093703673894681205 -0.074498285525800664 -0.064407864836609693
leaf_weight=8317.5178065001965 1343.8528399169445 418.13735105097294 126.88359518349171 4181.1057002693415 39.854731619358063 1918.0337111353874 2997.6469174325466 574.44244579970837 1611.6647820621729 421.38613732159138 335.66483309864998 24919.218800336123 11706.486528888345 3365.4950640499592
leaf_count=33162 4995 1437 478 15464 168 8640 5717 2213 5526 1057 1008 99017 35730 9209
internal_value=0 0.170925 -0.0746174 0.224433 -0.00664578 0.0507447 -0.0173765 0.154456 0.257948 0.106027 -0.0484567 -0.086948 -0.0875652 -0.0616185
internal_weight=0 18857.6 43419.8 14684.7 6667.24 3261.89 4172.84 4755.55 9929.18 839.523 3333.31 36752.6 36625.7 3405.35
internal_count=223821 65584 158237 56365 23012 13635 9219 17677 38688 2494 6725 135225 134747 9377
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=94 63 190 181 94 158 193 136 94 179 136 138 26 78
split_gain=118213 7285.2 4707.32 2652.09 1172.42 1005.94 854.861 803.616 789.747 711.332 565.159 439.615 362.772 351.547
threshold=0.053940921713588282 0.19133103395666703 0.29729729729729731 0.047126754691876917 0.026781925154723461 -0.011276155349339177 0.053224575226349199 0.13590837853729568 0.02838351550823516 -0.17538101603860889 0.14015097331999468 0.3956491730241577 0.14892845783799374 0.10872364134330932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 10 9 13 -5 -8 -3 -4 -2 -6 -1
right_child=1 5 4 7 12 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.096960227935881285 -0.045161144052514028 0.13080014720580727 -0.061454138629591759 0.068622760943646929 0.016916395134763281 0.12762328039498841 -0.068913234285698052 0.17581938300545313 0.037933000760918434 0.24543935428120106 0.02247431889049592 0.065408083994452013 0.13529028169823398 -0.050662119768642648
leaf_weight=40221.263536810875 1075.3503157496452 562.59268766641617 1436.1987316161394 962.02825617790222 369.40530298650265 824.7214776724577 4632.0622120201588 2561.1130196601152 813.23652023077011 14274.588815629482 1817.8869001567364 540.23781654238701 865.40246824920177 1709.766727283597
leaf_count=153340 2874 807 5275 2068 956 1827 18361 4337 2061 19662 5446 934 1699 4174
internal_value=0 0.201218 -0.0809583 0.0979001 0.016914 0.235117 -0.0902317 0.146548 -0.0529561 0.241092 -0.0145677 -0.00818781 0.0998775 -0.0950724
internal_weight=0 20800.6 51865.2 5138.73 4488.89 15661.9 47376.3 3523.14 5445.3 14837.2 3254.09 1615.59 1234.81 41931
internal_count=223821 32509 191312 10213 13376 22296 177936 6405 20422 20469 10721 3808 2655 157514
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=167 92 87 184 157 87 140 105 49 95 0 127 90 4
split_gain=11873 4709.6 2901.81 2396.64 1884.88 2611.52 1399.92 875.73 668.924 524.624 366.083 323.627 256.285 199.542
threshold=-0.077258443455408277 0.002515391331927993 0.23192336139306216 0.091674839859045731 -0.077865423869065156 0.16059602395139344 0.09109725559664357 3.0607805811305098 2.3610092027291256 -0.023552072695167323 4.2200213857334665 0.39365042767465469 -0.0009253728951773083 -0.081631157222720102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -2 9 -9 -1 11 -6 -4 -7
right_child=4 2 12 -5 10 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.22474472788017197 -0.0090879515681145436 0.1933660393211547 0.21338101220581152 0.075537940879132418 -0.046845617191939221 0.32590606003680833 0.14751131216355001 -0.015112326402455026 0.5862941594243587 0.030186308611209495 -0.079734688940628365 0.085642930476875323 -0.048371442061918478 -0.06397921950629068
leaf_weight=255.4459612518549 1025.1270162388682 4030.3259649202228 38.903778627514839 3019.6074139028788 1805.5092296674848 13.182955719530581 1288.2007696330547 4965.6391841098666 18.563547231256962 302.98119059205055 10957.27516246587 205.33687951415777 971.65769440680742 3083.5556698516011
leaf_count=1134 6223 17783 72 14715 13332 49 5689 48720 79 2345 95038 1247 3636 13759
internal_value=0 0.0713896 0.120182 0.142898 -0.0518522 -0.00226969 0.078116 0.00043253 -0.0128724 0.119185 -0.0725371 -0.0333166 -0.0382947 -0.0623195
internal_weight=0 13603.1 8060.49 7049.93 18378.2 5410.07 2313.33 5542.63 4984.2 558.427 12968.1 2010.85 1010.56 3096.74
internal_count=223821 88484 36206 32498 135337 25720 11912 52278 48799 3479 109617 14579 3708 13808
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=157 67 55 156 52 67 163 14 157 41 124 55 158 116
split_gain=26934.2 43286.1 5023.94 4098.55 2653.64 1924.19 1882.05 1467.77 1096.21 927.236 833.43 646.991 503.511 462.028
threshold=-0.026678637624010199 0.12398729870638696 0.02296828163958153 2.3318322634808908 0.24792061987647959 0.24696571272545334 -0.19840436350386495 0.011846328392121691 -0.15841031991420901 0.09227618265837817 -0.11088399428343518 0.14770072549504701 -0.0038810160976967124 0.2915925512621737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 10 8 -2 12 -5 -9 -3 -4 -1 -6
right_child=1 4 11 5 13 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.08252245350759313 -0.0097887353172463956 -0.025566991556946986 0.085213501032139261 -0.0038370822518603389 -0.044964668958122275 -0.070837584610726409 0.18082577842385919 0.070743582354920523 0.11067653341984673 -0.057611591289005608 0.059072755949525671 0.0068433482411973034 0.034784683327261354 -0.088474902265309102
leaf_weight=29047.621246173978 534.24625666439533 3007.118673145771 3092.0023330003023 1415.751218110323 3169.2106339931488 1532.543022274971 17019.061780944467 1059.8506833165884 2041.2101693898439 1200.1012279838324 1897.4532600939274 1597.7391984760761 370.56582595407963 10614.591497838497
leaf_count=81297 1935 7745 9156 5433 8080 3617 55827 3266 7078 2815 5184 4511 1146 26731
internal_value=0 0.0561976 0.150459 -0.0618102 -0.0559932 0.0224311 0.175024 -0.0750787 0.063779 0.00258319 0.00717796 0.0585137 -0.0810448 -0.0784709
internal_weight=0 40931.4 22243 36667.6 18688.4 4989.5 17553.3 31678.1 3456.96 2259.95 4904.57 4689.74 29418.2 13783.8
internal_count=223821 119169 71429 104652 47740 16128 57762 88524 12511 6081 12929 13667 82443 34811
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=34 100 115 34 115 193 182 167 193 45 176 13 46 45
split_gain=88164.7 9031.99 5786.23 3050 1872.95 2161.71 1478.59 1675.37 1192.27 1099.05 498.095 1517.06 309.601 100.658
threshold=0.11440279438472135 0.00091547467583881568 0.085763425199476009 0.02537307426818692 0.039265832357487908 0.059875208441188196 0.065843664270232902 -0.1219391595044049 0.087075488668003811 0.096250857450671093 0.19641790832542486 0.029830585840062877 1.3110666195444243 0.082482672153594214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 10 13 -6 7 -3 -4 -2 -1 -12 -8 -5
right_child=1 6 8 4 5 -7 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.10145396683010915 -0.043692154790650591 -0.072498009433543981 0.16615479296868652 -0.097109337215810665 0.057096578157082301 -0.07733325241609218 -0.017105130250048645 0.1184696094855239 0.078272209728358869 0.076920466766779355 -0.094216602087807466 0.033554540004573148 -0.082743560690943851 -0.053338142789047152
leaf_weight=34738.367176800966 1567.7439464628696 641.58913619816303 24266.09423571825 2736.1181143224239 3219.1969608217478 1903.5319613963366 1841.6529033482075 1617.8090750128031 1648.6031470894814 1458.2094367593527 5033.3646729141474 1139.6667822003365 1178.4028538912535 650.23241072893143
leaf_count=117393 5531 1937 43410 11646 9009 4176 3837 3179 3173 3736 8866 3405 2134 2389
internal_value=0 0.123342 0.145285 -0.085473 -0.0310005 0.0071444 0.00305719 0.0642416 0.160564 0.0144312 -0.0968026 -0.0706275 -0.0427167 -0.0887046
internal_weight=0 34220.1 28940.7 49420.5 8509.08 5122.73 5279.45 2259.4 25914.7 3025.95 40911.4 6173.03 3020.06 3386.35
internal_count=223821 66937 55850 156884 27220 13185 11087 5116 46583 9267 129664 12271 5971 14035
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=161 73 157 161 94 115 13 157 157 195 139 94 73 13
split_gain=59516.5 11257.5 3772.41 2837.25 2598.11 1656.23 1734.06 1044.53 721.125 467.405 426.499 768.703 315.863 130.236
threshold=-0.147718338766582 0.14284647095908989 0.05223487058250751 -0.063133597723902077 0.020307065864131505 -0.005007767304282435 -0.1149261376233419 -0.10757786164878333 -0.11788202886402104 0.80438896912951841 0.025512261791682565 0.035633016116859567 -0.15788250438349019 0.0085570585005564654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 8 6 -2 -1 -3 -6 -5 -12 -4 -7
right_child=3 4 12 10 9 13 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.20224867193920201 0.11261554199483104 0.13608489640472424 0.065045509725945888 -0.091379218400659379 -0.055720143064072136 -0.046584176002146732 -0.034140713528123118 0.13494827608701257 -0.031371925935243218 0.044067022233443748 -0.026218357773049705 -0.084463662093346575 -0.066785942065534218 -0.088715154181960465
leaf_weight=12099.429581195116 1618.9436394423246 1498.2874154597521 261.86630477011204 22802.084795936942 2979.673828035593 1913.9111137390137 1601.7074090540409 2849.2007579952478 310.44454516470432 557.17529031634331 3209.0757172703743 7709.2796389311552 594.00455661118031 1189.8528268933296
leaf_count=41281 5641 4658 1115 98884 6072 4947 7760 9775 1041 1579 15062 18701 2659 4646
internal_value=0 0.135301 0.177731 -0.0720694 0.00985492 -0.0106067 0.0396301 0.189421 0.107343 -0.0400002 -0.083597 -0.0673445 -0.0264502 -0.0627354
internal_weight=0 21150.1 15804.5 40044.9 5345.58 6324.41 3220.65 14948.6 1808.73 3536.85 33720.4 10918.4 855.871 3103.76
internal_count=223821 68180 54830 155641 13350 22994 13401 51056 5699 7651 132647 33763 3774 9593
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=94 87 196 136 82 94 196 158 181 129 8 181 181 183
split_gain=90020.9 4405.02 4292.97 1957.17 1120.1 830.822 715.211 710.184 580.021 533.807 503.367 481.879 322.207 303.016
threshold=0.053940921713588282 0.16059602395139344 0.23794871064440162 0.10174870461507073 0.40840194109212463 0.032126859335940679 0.038297048791674233 0.042560420551398262 -0.010308858667264862 1.0191763388538917 -0.012808548518475594 0.024119894151885198 1.480731515469752 1.1144755561152859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 10 -1 -7 9 -5 -3 -4 -2 -9 -6
right_child=1 7 4 8 13 6 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.092158253475034049 -0.06427006898791518 0.19882506560169477 -0.06188783461488935 0.0043126229587772983 0.034142495342006245 -0.064404972451531678 0.052129072128601531 0.031099744120181561 0.13810558288035205 0.15020203304334492 0.010039694388076729 0.043305950564389385 0.18096081496536348 0.12087953852910759
leaf_weight=39872.273836746812 772.21431483328342 14269.505660071969 1830.4981018602848 360.23614706099033 847.83086188137531 2232.4642319828272 689.25993375480175 412.57682806253433 3223.3901723921299 2682.297901853919 2076.8680818974972 903.68609796464443 219.95542803406715 767.26698414981365
leaf_count=165309 2087 17570 7696 713 2307 6732 1615 1006 5017 3847 6083 1907 362 1570
internal_value=0 0.163233 -0.0776785 0.0829402 0.00529827 -0.0883865 -0.0369136 0.187249 0.124656 0.191131 -0.0236565 -0.00626247 0.0832121 0.0753477
internal_weight=0 22843.9 48316.5 5259.53 5522.46 42794 2921.72 17584.3 3583.63 16951.8 3907.37 1675.9 632.532 1615.1
internal_count=223821 32509 191312 9724 17656 173656 8347 22785 5730 21417 13779 3994 1368 3877
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=167 110 13 87 118 87 110 24 123 87 165 197 130 165
split_gain=9732.5 3404.48 1861.74 1819.02 1658.83 1589.81 1521.83 1300.8 816.313 624.307 356.153 229.534 171.627 170.868
threshold=-0.077258443455408277 0.1772815726621674 0.025494208653937509 0.2153638965861733 -0.10510490861058162 0.17221870136656467 0.10388102870471477 0.030239405239798112 914.50000000000011 0.0039601222120292691 0.10542724590134449 0.81463367728100888 0.35402983118048709 0.12408005607479923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -3 6 -2 8 -1 -9 -5 -4 -7 -13
right_child=2 3 11 10 -6 12 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.031887407311104531 -0.038492045527645152 0.20176808555379977 -0.078834778151140872 0.38739937310620526 0.093227213041939747 -0.074237710489582984 0.089538737701734594 0.42754449134879025 0.1454571916079174 0.0639402034004702 -0.04021291678282083 0.22063151991003283 -0.017477751321425115 -0.017144051280540532
leaf_weight=4173.8825051039457 1630.9014542996883 2015.9515655785799 10022.918847043067 19.950793869793415 4669.3643859252334 2452.3890265747905 2155.3575575724244 48.223999291658401 276.75997211784124 2271.5978567302227 821.25067046284676 34.075337737798691 680.55689424276352 267.26581989973783
leaf_count=40692 13322 6602 95262 56 21851 11673 9782 178 1465 14396 3244 176 3483 1639
internal_value=0 0.0622367 -0.0493498 0.108519 0.125958 -0.00921249 0.0343905 0.0107861 -0.0208594 0.0714987 -0.0300712 -0.0762494 -0.061908 0.00974336
internal_weight=0 14297 17243.5 7526.52 6685.32 6919.2 3786.26 6770.46 4450.64 2319.82 841.201 10324.3 3132.95 301.341
internal_count=223821 88484 135337 31753 28453 38260 23104 56731 42157 14574 3300 97077 15156 1815
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=19 139 46 158 67 167 160 158 115 115 1 67 84 151
split_gain=25338.3 11595 7534.89 4112.91 10367.3 1922.41 1799.42 1417.35 908.63 768.26 661.553 642.311 360.043 253.499
threshold=0.10723092662059196 0.22796076703161813 0.083155448004759894 -0.039029259459501565 0.1673540859765221 -0.17641095999239262 -0.21795566454409118 -0.025460884194116889 0.30711443237342201 0.25073521019029682 -0.050711605771300981 0.22012087130491678 0.074094376424914857 -0.0054770206608739441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 5 -5 -2 12 -6 -4 13 -12 -3 -1
right_child=1 7 9 4 8 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.083334255418638092 -0.021323404821437329 -0.021184890633796138 0.044467304098568514 -0.03875056230615645 -0.028217557611212529 0.08633571703648879 0.15276189226217229 0.087111744364951088 -0.084289425328897549 -0.042841581603409971 0.025550427788473606 -0.074125039120905109 -0.075378863765229412 -0.061211379069096294
leaf_weight=14798.933309853077 617.16101315617561 1835.8246619701385 1766.9336391091347 1445.4877721369267 4117.2171316146851 8190.2167976051569 15657.42872145772 774.043452501297 9695.6740120947361 2345.9357670545578 1347.9081863611937 1242.3926609307528 3689.7808537632227 7968.5285612046719
leaf_count=49336 1992 7020 5018 4794 10893 23914 49064 2155 26134 6297 4594 3092 7411 22107
internal_value=0 0.0789584 0.115599 -0.0422281 -0.0120402 0.0675711 0.14616 -0.0396205 -0.067576 -0.00533273 -0.0701432 -0.0222572 -0.0573735 -0.0755913
internal_weight=0 26687.1 20387.5 48806.4 23448.6 9635.7 16274.6 6299.65 13812.9 4112.87 25357.8 2590.3 5525.61 22767.5
internal_count=223821 78957 62371 144864 65735 28708 51056 16586 37027 11315 79129 7686 14431 71443
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=34 156 68 140 173 193 13 116 126 193 34 118 115 115
split_gain=70401.6 7986.24 4652.46 2567.29 2631.38 1983.85 1668.9 1422.38 1379.72 487.283 424.546 359.981 327.26 299.022
threshold=0.10154104049667073 1.93922175984538 0.1176254243961216 -0.12338743019922783 0.14238591429028977 0.33085836327289814 0.092061790086476483 0.031275565378769916 0.90885081110969679 0.098412064601639912 0.022123209211586125 -0.037346137332077714 0.028381228843044243 0.059086115335536503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 4 12 -4 11 -3 -6 -8 -5 -2 -1 -12
right_child=1 2 5 10 8 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.095761626693681837 0.024743773484613318 -0.050323184723172987 0.14526485872187581 -0.096794282323736727 0.11518197774581099 0.022190623511131366 0.12917976257984448 0.067629613873381275 -0.033708167219264715 -0.017846303551439947 -0.090308732681755183 -0.069125730032957119 -0.026227804777517717 -0.038336478416196862
leaf_weight=2731.1862892508507 475.94093957543373 1447.1172304302454 25038.160639673471 34393.049856722355 1508.1245971024036 1381.9952506572008 775.09451587498188 3482.9358329623938 1059.7232820689678 317.86401253938675 2178.7550621181726 2884.6605480313301 899.87595784664154 2250.5363367646933
leaf_count=13278 1066 5434 43452 116051 3776 2739 1474 8344 2771 575 9460 6464 3394 5543
internal_value=0 0.104385 0.122186 -0.0834994 -0.0237392 0.138827 -0.0209212 0.033007 0.0537366 0.0864203 -0.0930415 -0.0558316 -0.0785293 -0.0639015
internal_weight=0 35803.8 31350.2 45021.3 6198.91 26420.2 4453.56 4930.05 2567.85 1092.96 38822.3 3360.6 3631.06 4429.29
internal_count=223821 69548 59969 154273 23219 46191 9579 13778 6547 2049 131054 7530 16672 15003
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=167 91 163 160 83 26 115 23 136 192 2 139 78 5
split_gain=47803.5 9639.49 1963.21 1771.9 1525.86 1522.6 1025.5 947.36 523.313 471.964 445.771 186.78 326.378 117.295
threshold=-0.13693185813903094 0.031308735352625024 -0.20866215431124371 -0.046030954833854672 0.13742608430053513 -0.042346797642820323 0.0056802535650784195 -0.02375359600465099 0.077584887145127096 42.208177943946986 -0.21423695133946466 0.042168522729463788 0.080320821836874487 1.667540929322415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 10 -4 7 -2 -1 -6 -3 -5 -13 -8
right_child=3 4 5 11 9 -7 13 -9 -10 -11 -12 12 -14 -15
leaf_value=0.1683645365049109 -0.065716366781552266 0.18388236687391002 -0.022136159795802746 -0.089897990444109635 -0.058883530990951984 0.11470749919777945 -0.068649213991797797 0.052530558382867298 0.11006062422429651 0.042201503689397533 0.045618411586117368 -0.042145989988340876 -0.084953465061284997 0.059933432072623138
leaf_weight=11867.196445330977 997.56079634279013 341.98051746189594 992.01461696624756 20544.793967068195 3358.3467109799385 4507.8660745918751 3171.2875485047698 2112.0187250301242 1768.9239595681429 535.54194059967995 732.94092939794064 2527.0555361807346 6033.4499765411019 72.566983684897423
leaf_count=37861 5902 1141 4214 98192 7082 14900 10465 7790 4758 1513 1977 11939 15847 240
internal_value=0 0.108236 0.140459 -0.0742827 -0.0158651 0.090025 -0.0264373 0.0145967 0.160801 -0.0449809 0.0896064 -0.084727 -0.0723167 -0.0657727
internal_weight=0 24104.8 19136 35458.7 4968.81 5499.88 6353.43 3109.58 13636.1 3893.89 1074.92 29105.3 8560.51 3243.85
internal_count=223821 73446 61733 150375 11713 19114 24397 13692 42619 8595 3118 125978 27786 10705
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=87 95 63 129 184 87 184 184 64 6 14 89 87 37
split_gain=69058.8 6254.31 2331.8 1705.58 1048.43 661.978 623.75 545.057 451.623 434.307 299.174 291.433 245.721 238.636
threshold=0.10218246300187332 0.1377542867041589 0.24691435694197292 1.0157358379660117 0.059777832075825106 0.057279601895582795 -0.0012921499695065569 0.13177721637854056 0.33642609739622342 0.053262244382026792 -0.015539565282074385 -0.0036329306759911488 0.044102472497902674 7.5626729038351712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 9 -6 -5 -1 -2 -3 11 -4 -9 -12
right_child=2 4 10 6 5 -7 -8 12 -10 -11 13 -13 -14 -15
leaf_value=-0.089676176157379051 -0.065722397450614561 0.35134999434901243 0.0073035059410336486 0.019575332944759435 0.012187709611468221 0.085903894461084887 0.12680223602185534 -0.064779989764721033 0.086748610130623779 -0.05688323822926622 -0.034334515478534111 0.16853286573257734 -0.0063262550361892489 0.12987371405876186
leaf_weight=35614.379886940122 760.38942523300648 26.458782553672791 112.97162584960461 613.62516814470291 3430.9574913978577 1888.8544511198997 4680.6575610339642 2729.7988463789225 260.93214412033558 1730.4536355733871 95.095445930957794 14728.140823408961 976.3627322614193 1276.1473494768143
leaf_count=161032 2330 45 130 1118 10067 3230 6616 11893 491 4891 237 17017 2792 1932
internal_value=0 -0.0703023 0.143096 0.0915495 0.0162417 0.0383614 0.114374 -0.0858781 -0.0267684 -0.0507353 0.163176 0.167306 -0.0493808 0.118486
internal_weight=0 46397.3 22528 6315.6 7076.72 5319.81 5294.28 39320.5 1021.32 1756.91 16212.4 14841.1 3706.16 1371.24
internal_count=223821 193950 29871 10555 18233 13297 7734 175717 2821 4936 19316 17147 14685 2169
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=166 96 63 13 118 63 156 24 154 157 89 157 154 142
split_gain=8893.4 3267.72 1604.64 1432.3 1262.78 1151.44 826.142 661.032 612.482 540.778 452.667 196.216 154.938 122.543
threshold=-0.074400253046660217 0.012171621227073945 0.24691435694197292 0.029830585840062877 -0.091908053765223013 0.23092024983654943 2.3560850611725654 0.061501736108837808 -0.1105447756177628 -0.2610975252812851 -0.0026218250601678619 -0.25790122928343212 0.69192964504008003 -0.091334199795130355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 6 -2 9 -9 -1 -4 12 -5 -7
right_child=3 2 10 11 -6 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.067822444865942647 0.060523167067090947 0.17492681115581218 0.24799864699403656 0.015763976538993387 0.086545611624526633 0.22891654448573195 -0.032403851658014092 0.20805872659286029 0.03194576641862721 0.0066046338859306643 -0.024484813082323309 -0.075832698599223675 0.37763260861218478 -0.066290309039850545
leaf_weight=1297.8484870195389 2238.3790659569204 2379.0811653360724 64.431731276214123 82.090019110590219 5044.2559053748846 14.137474734336136 1670.7862603440881 258.84371072053909 832.90643538534641 3939.619462415576 1133.9719067886472 9438.9101513661444 13.82456438243389 2622.5201779343188
leaf_count=13288 9812 5282 93 423 20343 69 13704 1415 6315 37399 4461 97464 34 13719
internal_value=0 0.057481 0.0975368 -0.0496585 0.114871 -0.0136388 0.0208059 0.00291648 0.0737005 -0.0118385 -0.00983484 -0.0743866 0.0679216 -0.0647074
internal_weight=0 14951 8621.74 16080.6 7423.34 6545.82 3909.17 6329.22 1091.75 5237.47 1198.4 9534.82 95.9146 2636.66
internal_count=223821 88596 30179 135225 25625 37304 23516 58417 7730 50687 4554 97921 457 13788
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=19 156 67 156 67 13 160 112 169 158 160 114 158 14
split_gain=20391.6 11011.2 6414.37 3984.18 7338.3 2267.1 1659.65 854.716 852.396 657.737 519.213 499.973 396.632 228.318
threshold=0.076848209557988753 1.9223131901909207 0.10405867507863079 1.93922175984538 0.22012087130491678 -0.023279049112118495 -0.21795566454409118 -0.16990671803355409 0.076874034597280524 0.026684251413435257 -0.18255230771228712 8.1228021957663916 -0.011276155349339177 0.062434736642799325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 9 6 12 -5 -4 -3 13 -7 -6 -2 -1
right_child=1 2 7 4 11 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.081498888716128856 -0.068949258936697941 0.13858527904266468 -0.049434013456687312 -0.049176324573691158 0.0031118292325164193 -0.058504829510341277 0.056212815712257447 0.040702217420937534 0.067937584865653447 -0.0013057896860633311 0.091258859636998521 -0.07650945692536551 0.044016081860118426 -0.025562588785386649
leaf_weight=18330.893874257803 5889.5964388698339 15073.885350450873 2240.5946291089058 1751.1463266462088 850.54513376951218 276.09926648437977 10186.0622574687 1983.1656332165003 1926.0505713522434 1147.0361104905605 1432.7693779319525 10838.68596559763 328.12828782200813 759.96623313426971
leaf_count=59091 16037 47958 6250 8166 2608 688 30431 5439 5517 3263 4101 31294 849 2129
internal_value=0 0.0656181 0.103178 -0.0422898 -0.0143967 -0.0349508 0.0407526 -0.0071127 0.130581 -0.0748532 0.0670618 -0.070716 -0.0629877 -0.0792722
internal_weight=0 29150.3 21223.7 43864.3 23626.4 7926.59 11937.2 4223.76 16999.9 20237.9 1708.87 11689.2 6217.72 19090.9
internal_count=223821 86839 65164 136982 72499 21675 38597 11689 53475 64483 4789 33902 16886 61220
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=35 124 67 124 139 173 157 115 115 173 184 115 193 115
split_gain=57013 7099.46 3032.56 2945.37 1558.66 1543.18 1086.04 820.567 672.599 659.091 1580.5 459.657 340.577 244.876
threshold=0.092227583507616243 -0.10091311526956705 0.079821238970936723 -0.12486773392265872 -0.11904078088974161 0.16071802233794544 -0.19516137153129529 0.055888845307600056 0.033771524840167898 0.14680504567137495 0.061881812770770254 0.050130180910739099 0.056300102334760391 0.065481356056770509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 11 -4 -3 -2 -5 -11 -1 -7 -6
right_child=1 4 6 9 13 12 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.080460142571961421 -0.061695923750747811 -0.066513085198008401 -0.019285664597721422 -0.095056435284805757 -0.091368447857858859 0.10928491433202492 0.12632423998568112 0.070639662666553513 0.045673503848233828 0.017976817751424987 -0.089402951604394404 0.015568771641250902 -0.047999905316476368 -0.03107397417073985
leaf_weight=1365.0634110122919 814.2697067707777 517.53365685045719 522.58756305277348 30805.749900370836 905.13010236620903 1191.3315855711699 25845.461526885629 2776.3640838414431 2058.113219588995 1858.4144964814186 5223.2744684368372 785.1667405962944 155.65877503156662 2633.0647143274546
leaf_count=6630 3453 1834 1060 124155 3694 2592 44773 5477 5067 5240 11293 2255 327 5971
internal_value=0 0.0913652 0.112809 -0.0806274 -0.000412971 0.00718109 0.123438 0.0490904 0.0152362 -0.0887326 -0.0612238 -0.0453947 0.091109 -0.0464983
internal_weight=0 36072.5 29240.4 41384.7 6832.09 3497.22 26368 3293.9 2872.38 37887.4 7081.69 2150.23 1346.99 3538.19
internal_count=223821 71329 54353 152492 16976 11804 45833 7311 8520 140688 16533 8885 2919 9665
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=167 94 0 160 104 158 139 81 167 158 180 139 72 158
split_gain=38349.4 7444.79 1604.57 1566.94 1102.44 975.238 902.96 1617.43 795.594 429.421 354.268 194.762 355.644 82.8048
threshold=-0.13315233660024983 0.02334928404305352 5.5564602869379298 -0.046030954833854672 0.17688240701451438 -0.12521878618836338 -0.020933874120427857 0.23557472382438119 -0.25325748223571704 -0.099259501419099269 61.318607764390904 0.042168522729463788 0.18171805836477786 -0.25259653809102151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 9 -4 13 -8 -1 -3 -6 -5 -13 -2
right_child=3 4 5 11 10 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.14396439065218566 0.049164193214852464 0.10210342658424272 0.1013776077947955 -0.088318898692030717 -0.055716391327833459 -0.040030699208740139 0.066635838384600368 -0.063503880228804988 0.10000355452258734 -0.016098450020074512 0.041956774523940116 -0.012047007025028499 -0.077405143570489776 -0.081354664306487773
leaf_weight=11852.604218617082 49.778142556548119 880.75294297933578 1013.2965643107891 18605.220894545317 3277.667942084372 940.26888173818588 1956.5603672862053 1865.6323366612196 6307.6570845395327 472.0946251899004 418.79607748985291 945.92976293712854 6946.7237681820989 2068.0166172757745
leaf_count=35749 171 2486 3219 98124 7227 3892 8332 4963 19391 1188 1173 5099 22613 10194
internal_value=0 0.0921787 0.119432 -0.0723289 -0.0163825 0.0333165 -0.025908 0.00311396 0.128695 0.0608553 -0.0446504 -0.082735 -0.069572 -0.0782869
internal_weight=0 25163.1 20113.8 32437.9 5049.31 1953.57 5939.99 3822.19 18160.3 1352.85 3696.46 26497.9 7892.65 2117.79
internal_count=223821 74325 62251 149496 12074 7111 23660 13295 55140 3674 8400 125836 27712 10365
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=94 87 187 14 73 178 157 178 99 121 94 23 10 129
split_gain=56364.2 3160.21 2697.76 1264.13 879 746.571 657.083 507.28 440.423 398.816 363.43 325.176 260.241 147.628
threshold=0.046033864433390408 0.1396199445624797 0.16306194298094437 0.084555638880238565 0.2581676374798027 -0.12228125343230496 0.018967174528479545 -0.17034828864983587 0.62548682062784988 1.4393442067953519 0.02838351550823516 0.11071815437436643 0.84337904125909469 1.0169926743640418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 12 -2 7 -3 10 -8 -1 -6 -4 -5
right_child=1 6 4 13 11 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.088225188494984841 -0.0072143780892196772 0.059171536946372089 -0.057943720552739345 -0.087701941929431274 -0.026331652242114062 0.091084209280784742 -0.025248498893655043 0.13985001078847101 0.30304658769505555 0.14773157514402538 -0.049713771940468582 0.049353714754274913 0.05078605087664774 -0.0082441830398694363
leaf_weight=31960.50463347137 982.2082793712616 813.14290602505207 2751.84432207793 576.89849451184273 784.42574305832386 3621.1914193928242 410.45614288747311 18752.731128081679 29.232032552361488 197.37777888774872 2653.9056015014648 2054.3492600470781 239.27015991508961 393.19878427684307
leaf_count=159738 1618 1044 11717 2148 2616 5816 1062 22128 45 272 9002 4937 618 1060
internal_value=0 0.114901 -0.0743539 0.0482481 -0.0114181 0.0701106 0.133316 0.136497 -0.0849448 0.0309221 -0.0852725 0.0284399 -0.049246 -0.0554962
internal_weight=0 25747.2 40473.5 5573.5 5829.89 4603.4 20173.7 19565.9 34643.6 607.834 34614.4 2838.78 2991.11 970.097
internal_count=223821 35148 188673 10642 19888 7434 24506 23172 168785 1334 168740 7553 12335 3208
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=160 93 14 162 181 23 108 63 106 128 97 95 182 128
split_gain=6808.66 2455.26 1512.38 1128.19 962.205 1018.03 736.686 598.843 571.255 495.197 426.2 417.615 249.889 97.4487
threshold=-0.063264070470448033 0.0013378643618533182 0.028225152662511747 0.16268224035277676 0.076299166956985312 0.0054291887252438465 2.0502160226948054 0.28354670485729422 -0.19951290573095717 -0.35499894737488025 0.27628413062906304 0.5942186245459129 0.59624093956333812 0.69434098842994929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 11 5 -3 9 -5 -8 -1 -6 -2 -4 -14
right_child=2 4 12 7 10 -7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.11218508416433651 0.11646931787726052 0.037481984512885168 -0.076685145804906374 -0.00081721339877610969 0.071072813468559509 0.13223777726677849 -0.058114322897867415 -0.068289041292426841 0.33455322337004273 -0.019075452692616398 0.0077350669426840633 -0.016110929952148002 -0.0066367880919184332 0.19208995565055464
leaf_weight=305.2709403000772 850.62241137772799 1566.7478809654713 8078.1135038696229 3216.357356056571 2432.136395201087 4103.4798779450357 55.807574070990086 2225.6988578252494 110.22519533708692 4913.7079769931734 1886.4224730171263 329.66183768212795 339.14431960135698 26.611553031951189
leaf_count=2019 4317 8623 91792 21158 10465 12068 369 12637 266 50210 6300 1246 2227 124
internal_value=0 0.0496272 -0.0449661 -0.00918996 0.0789696 0.106056 -0.00480062 -0.0284119 0.202568 -0.0113977 0.0434058 0.0794387 -0.0730246 0.00782211
internal_weight=0 15373.8 15066.2 6622.34 9988.79 5670.23 5385.01 5442.06 166.033 5218.98 4318.56 1180.28 8443.87 365.756
internal_count=223821 90320 133501 39358 37456 20691 52864 33795 635 52229 16765 5563 94143 2351
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=157 67 154 12 115 157 67 115 167 124 0 151 13 124
split_gain=15352.5 20024.1 3078.71 2100.94 1726.19 1163.14 1622.76 632.128 580.555 519.559 491.491 406.831 291.637 283.32
threshold=-0.026678637624010199 0.13788783837646684 0.0046301837483192689 2.6239326625560602 0.27807154416974883 -0.21285491386662017 0.17258811190019283 0.11594606405713798 -0.20047743722539055 -0.079246984996395528 3.3541766549831697 -0.010824382437727901 0.029830585840062877 -0.088581197867739034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 9 -5 -7 -2 -4 -3 12 -12 -1 -6
right_child=1 4 8 5 13 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.074572651817181021 0.064755532317523609 -0.020318805382714362 0.041298851947114412 -0.057951419328485659 -0.078663671666088286 0.064676130364785409 -0.050826075778120039 0.0013000844615434846 0.1259083049705092 0.050985927284328929 -0.055971830880898847 0.019497354233309019 0.035336221354101111 -0.023488261176177874
leaf_weight=19368.863519757986 4533.3841076493263 4071.6831003129482 853.31398604810238 2963.9361916258931 8699.7869399636984 3191.8846156299114 1965.3739799037576 2401.509960770607 16343.488861188293 1364.2674805819988 2170.2204242199659 1064.7272816151381 244.4692999124527 1042.1291981190443
leaf_count=62651 12977 11407 2871 10906 28048 11020 5561 6298 51088 3724 9628 4185 701 2756
internal_value=0 0.0424247 0.0990277 -0.051718 -0.0475698 -0.00803057 0.0206595 0.0427813 0.12171 -0.00242337 -0.0672462 -0.0311324 -0.0732027 -0.0727614
internal_weight=0 39309.6 24131.7 30969.5 15177.9 8121.19 5157.26 6934.89 17196.8 5435.95 22848.3 3234.95 19613.3 9741.92
internal_count=223821 119169 73234 104652 45935 27487 16581 19275 53959 15131 77165 13813 63352 30804
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=35 124 124 139 68 44 115 194 123 139 68 115 115 193
split_gain=46773.9 5697.27 2701.03 1775.04 1584.78 1268.2 971.624 884.832 728.816 672.162 1039.3 481.051 325.012 287.649
threshold=0.092227583507616243 -0.13362424353981539 -0.12486773392265872 -0.11904078088974161 0.15305193647799045 0.16681073942893196 0.068652823606970545 0.46690030576656649 329.50000000000006 -0.087482026458918546 0.071312280543978188 0.047275379931096824 0.065481356056770509 0.053224575226349199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 8 11 -3 -6 -2 10 -4 -1 -5 -7
right_child=1 3 9 12 7 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.079049638280622281 0.080895506701899419 -0.044899539958491587 -0.083662575558720004 -0.087212178792948458 0.11931936671530954 0.10680588590465806 0.073347949189892611 -0.012743145455883184 -0.00048184366796107792 -0.091702444497508653 0.012655431767636819 0.015406031978302273 -0.021222755241094494 -0.041580584462372762
leaf_weight=1248.2392007112503 3249.7587305605412 842.84369677305222 3457.1549821346998 998.6520120203495 21356.200417026877 1075.016845330596 3958.4660919606686 519.68905787169933 1664.1163630187511 29683.811566591263 1657.3332871198654 949.18719811737537 2954.3758495897055 148.71106159687042
leaf_count=6557 7020 2957 19265 4345 36697 2196 7594 863 4973 116798 4625 2732 6880 319
internal_value=0 0.0817683 -0.077598 0.0117322 0.104655 0.00718617 0.0525902 0.116182 0.0533365 -0.0859335 -0.052451 -0.0382491 -0.0378936 0.0887735
internal_weight=0 35544.1 38219.5 8754.34 26789.8 3421.15 4801.31 21875.9 4913.88 34798.3 5114.49 2197.43 3953.03 1223.73
internal_count=223821 71329 152492 21776 49553 11804 10551 37560 11993 140688 23890 9289 11225 2515
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=166 74 167 91 157 157 90 159 136 186 145 139 81 74
split_gain=31713.3 6230.91 1611.83 1136.54 1066.78 965.769 2282.49 716.893 705.416 384.393 349.95 312.18 371.754 177.18
threshold=-0.14179808635611521 0.16990620018716257 -0.070607975968402001 0.023004341946237617 -0.056942581444011105 -0.11452773448191934 0.036046525794939797 0.098385172021147424 0.029777169259174473 39.250000000000007 -0.22929760637266411 -0.020933874120427857 0.21475711058469635 -0.085137935055535879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 8 6 -2 -6 -1 -5 -3 -4 -13 -7
right_child=2 3 11 9 7 13 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.13321649310112166 0.14537468089992692 0.10345506850342115 -0.087478365297518609 -0.04864263387942358 0.12048987431214114 -0.0093030144587994534 -0.05941586783457764 0.015890448438801198 0.086858784401612682 0.051013391057110349 0.014493970330703721 -0.037259401585130067 -0.079113618180653461 -0.070169519392421206
leaf_weight=11798.100717291236 989.2420607060194 875.93169347941875 16186.004026785493 3549.5445927456021 1028.5757886394858 618.57436832785606 1209.8419852852821 1805.1936259940267 4547.7539962977171 434.42153981328011 892.98060754686594 3257.7558627575636 6087.9356961920857 2108.2510401383042
leaf_count=36112 3365 2429 93602 8188 3427 3141 3221 5983 12018 1311 2302 18567 20139 10016
internal_value=0 0.0831203 -0.0689716 -0.00815861 0.110499 -0.0165985 0.0327077 0.053857 0.120319 -0.0377759 0.0585458 -0.0790761 -0.0645239 -0.0563621
internal_weight=0 24932.5 30457.6 5752.88 19179.6 4925.91 2199.08 2833.77 16345.9 3983.97 1768.91 25531.7 9345.69 2726.83
internal_count=223821 71770 152051 14230 57540 19743 6586 9410 48130 9499 4731 132308 38706 13157
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=94 95 63 181 118 158 193 63 129 7 94 13 129 190
split_gain=45512.7 3093.34 2799.96 1483.68 705.394 534.079 493.353 441.548 404.07 366.851 313.719 218.929 183.893 174.566
threshold=0.046033864433390408 0.1250345472681765 0.19133103395666703 0.022098276533054361 0.35418502489917075 0.042560420551398262 0.053224575226349199 0.38789369118311584 1.015181627806373 0.044972988416692804 0.020307065864131505 0.042424771514013533 1.0191763388538917 1.097099086383903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 11 9 -5 -1 8 -4 -3 -8 -2 -9 -6
right_child=2 4 7 5 13 -7 10 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.088289831871104979 -0.0095667510987392027 0.20709665846516723 -0.0027933236050554349 0.083669570530414239 0.034401045144914398 -0.024210106745818163 -0.066133165724956464 0.1372368981686207 0.10612160197296903 -0.030478816430115518 -0.00075117826548079265 -0.086483396522819292 0.10215021100048743 0.11123015376835116
leaf_weight=27654.149627454579 1178.1596247255802 66.184355795383453 360.44327813386917 4766.3859952390194 1335.5582530647516 507.79972591996193 3386.766769580543 10550.754513263702 6196.4791715592146 3619.7090667933226 936.89533586800098 539.50874321162701 1740.1253921985626 379.85000237822533
leaf_count=151802 2157 124 767 6920 3997 1408 17963 11803 7611 10895 3099 2208 2274 793
internal_value=0 -0.0715556 0.101041 0.0469944 -0.00155935 0.0732829 -0.0833785 0.12109 0.100134 -0.0262129 -0.0519655 -0.0337258 0.132269 0.0514136
internal_weight=0 37379.1 25839.7 6991.85 5401.3 5274.19 31977.8 18847.8 6556.92 3685.89 4323.66 1717.67 12290.9 1715.41
internal_count=223821 188673 35148 12693 15809 8328 172864 22455 8378 11019 21062 4365 14077 4790
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=139 63 96 196 161 138 71 88 90 196 160 165 16 165
split_gain=5942.48 2327.73 2585.14 1119.6 739.266 647.99 454.905 499.471 294.295 245.312 211.236 202.734 186.3 160.42
threshold=-0.020933874120427857 0.30712835145314504 -1.0000000180025095e-35 0.04495479011804758 -0.14425536552120258 0.46927157781117745 -0.15603129340325853 0.001418553621413279 -0.0009253728951773083 0.081612612891373712 -0.2422539424007053 0.10542724590134449 0.1099452282257862 0.1507516640604469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 7 -1 10 -6 -3 -10 -8 -11
right_child=1 8 3 -5 9 -7 12 -9 11 13 -12 -13 -14 -15
leaf_value=-0.060337656789825847 -0.031210739663621846 0.26699950560802854 0.099509221996481378 0.03988428599068914 -0.076099429013085196 0.067257410605785356 0.071927601865132529 0.62028132227584931 0.23998810893691644 0.06302434890620616 -0.077332888888796678 -0.060038703757928795 -0.02527103434644809 -0.042307184060675213
leaf_weight=18.434327807277441 3970.6102668195963 48.741844788193703 6757.0970219522715 5898.1820130161941 7578.2476801201701 803.55780776590109 307.10523740574718 25.974123552441597 22.719081316143274 167.17934358119965 28.079794481396675 2596.6648912318051 550.98073798045516 1070.1572835445404
leaf_count=193 44192 41 27286 24467 90695 5931 2368 64 64 942 94 15042 4155 8287
internal_value=0 0.0346897 0.0480657 0.0717201 -0.0605341 -0.0146372 0.0256672 0.337751 -0.0517785 -0.0693589 0.141139 -0.0574364 0.00951593 -0.0280756
internal_weight=0 20125.7 17429.4 12655.3 9718.08 4774.17 902.494 44.4085 2696.21 8815.58 76.8216 2619.38 858.086 1237.34
internal_count=223821 117117 101876 51753 106704 50123 6780 257 15241 99924 135 15106 6523 9229
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=20 14 47 0 115 160 160 0 151 52 14 115 151 173
split_gain=11921.1 5768.56 3745.69 2620.62 4934.59 2433.5 1204.27 1136.18 822.562 645.483 422.363 404.392 309.614 208.79
threshold=0.079244204284555517 -0.081909696984315966 0.07317957079316699 3.1222098436570103 0.20785351634573587 -0.21795566454409118 -0.20262928220537788 3.2898470874355468 0.044555616578289763 0.27460751165618702 0.0077932322749553118 0.39172006141606458 0.078576211774835827 0.39036575105874122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 10 5 -5 -3 -2 -9 -4 12 -6 -1 -12
right_child=1 2 9 4 11 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.080028200705218766 -0.060406012885835539 -0.021543537517602462 0.035687823379998068 -0.059887144878825398 -0.036626644156483722 0.047610571837522327 0.10669083174153293 -0.031959316660841453 0.090380026313124834 -0.038372036432105128 0.016993348086718769 -0.077653157750891391 -0.047418960834292201 -0.062936765503174411
leaf_weight=10205.573729500175 4280.5677201971412 769.04048703610897 2387.5269660353661 2607.0195010527968 3628.5624434053898 10955.190230958164 15346.817826718092 1120.8294864371419 1078.3401429504156 2320.7951782122254 869.69791255146265 7110.7541757300496 4073.9469829201698 523.53169020265341
leaf_count=38701 12905 2500 6645 14096 11212 33238 48470 4577 3550 7228 2593 24510 12201 1395
internal_value=0 0.0520078 0.0776477 -0.0337143 -0.0131522 0.0269466 0.100572 -0.0303921 0.0280285 -0.000817276 -0.0655971 -0.0637913 -0.0707248 -0.0130419
internal_weight=0 27303.9 20824.2 39974.3 24301.5 13562.2 16115.9 6479.74 2199.17 4708.32 15672.8 10739.3 14279.5 1393.23
internal_count=223821 85875 64843 137946 83056 47334 50970 21032 8127 13873 54890 35722 50902 3988
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=52 193 124 167 115 101 115 129 139 124 173 193 77 173
split_gain=38929 5648.15 3223.49 2342.71 1443.49 1268.75 1184.77 547.301 437.456 370.787 368.775 565.51 240.592 180.513
threshold=0.11327047134530525 0.050297221362539508 -0.11626838620982448 -0.1547572411072371 0.021034470777464166 -0.024021276985426488 0.17608204865536994 1.0158915081961737 -0.15215561722325344 -0.21179198410069552 0.13369628840009723 0.031512149777345948 -0.010885032562782343 0.16563603111776259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 13 9 -5 -6 -2 -3 -4 -12 -7 -1
right_child=1 5 10 6 7 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.084509961185322821 0.071061554851447481 0.090275990831088407 -0.090669696870026392 0.056608396456654386 0.084403732293010084 -0.014248856757203728 0.11103524671785708 -0.00065555031793753629 -0.067258658837253182 0.0086196780885833876 -0.01293435691352573 -0.082455941177711489 -0.064547089818074388 0.057847744704067283
leaf_weight=1406.983660236001 295.23547074198723 1115.0823607593775 25479.948879830539 4906.0803086608648 1606.5762843191624 1569.3169141560793 21644.620287582278 1429.5604870319366 1013.7369241416454 1109.2923259437084 1637.7301886230707 4097.1745105534792 2413.6225357651711 95.093321472406387
leaf_count=8073 589 1931 123843 11735 3787 3348 38594 4209 3532 2348 5228 10686 5654 264
internal_value=0 0.0753196 -0.0740641 0.0945395 0.00468481 -0.010943 0.100978 0.0443537 -0.0360609 0.0495541 -0.0855131 -0.0626025 -0.0447291 -0.0754976
internal_weight=0 34067 35753.1 27859.7 4538.21 6207.31 26550.7 3036.14 1308.97 2224.37 31214.9 5734.9 3982.94 1502.08
internal_count=223821 67731 156090 54450 16333 13281 50329 7996 4121 4279 139757 15914 9002 8337
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=166 74 166 94 166 13 96 13 195 78 163 167 157 157
split_gain=25973.2 4882.87 1432.69 1032.94 944.175 794.043 1810.76 725.319 408.655 344.725 336.88 286.19 222.413 186.058
threshold=-0.13776444039122515 0.16990620018716257 -0.052373465134513776 0.019888418481477786 -0.2616488824423378 -0.14380993654144095 0.075963501363231142 0.033952838669749776 0.80438896912951841 0.099840173752402214 -0.23367075106443838 -0.19708188967344417 -0.087628940704216132 -0.26430588444271402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 9 6 -2 -6 -5 -1 -3 -4 -13 -7
right_child=2 3 11 8 7 13 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.11640698637867862 0.11869074677378189 0.088867960033698193 0.03401716205468748 -0.054872234287502313 0.076580806977190247 0.0819725648700525 -0.059879165825819397 -0.040590077629651583 0.030752587562059921 0.03783449780486825 0.0066371503515991609 -0.062320351583814583 -0.085251563728739432 -0.058483290859133286
leaf_weight=12197.229752406478 1071.882969610393 1050.6396107077599 224.7934503108263 3049.1380697190762 6128.5761033818126 97.434730976819992 1207.6539583206177 578.15044172853231 682.07257078588009 585.17057701945305 947.49590788036585 5683.7663656771183 16532.741716727614 2943.0167690292001
leaf_count=36491 3772 2803 773 7275 18080 326 3510 2296 2004 1267 2437 20736 107533 14518
internal_value=0 0.0730086 -0.0671882 -0.00814764 0.0968667 -0.0205303 0.0240879 0.0664801 -0.0392199 0.11281 0.0498749 -0.078249 -0.079385 -0.0539822
internal_weight=0 25218.5 27761.3 5729.35 19489.1 5319.99 2279.54 6706.73 3731.21 12782.4 1998.14 22441.3 22216.5 3040.45
internal_count=223821 72653 151168 14519 58134 22126 7282 20376 9279 37758 5240 129042 128269 14844
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=94 64 193 189 129 82 157 61 169 189 25 69 195 115
split_gain=37069.9 2746.47 2557.84 1511.98 807.692 767.441 488.609 476.911 417.746 367.392 283.617 259.921 231.769 216.68
threshold=0.041936988280855174 0.24525508310406549 0.072107080392673675 35.500000000000007 1.0196218613214234 0.40840194109212463 0.043801503108335589 0.29560659090572078 0.42844259086670833 25.500000000000004 0.39019076115054269 0.15483444133922758 0.20900306975136426 0.0077884189970873381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 9 7 8 -5 -3 -4 -2 -6 -1 -13 -7
right_child=1 4 5 6 10 13 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.086873490178041524 0.079611377784988349 0.07488019475100724 -0.051700169033766744 0.077287864753825125 0.026648225443220642 -0.023240323723431183 -0.043484518760648162 0.12119685395743041 0.0129806570278026 -0.05121207140129011 0.091499226328506794 0.075338964651248799 -0.056287248744488122 0.059982852375563257
leaf_weight=25401.469415515661 241.23527054488659 2622.299508549273 4086.6330174654722 3686.2461361736059 1510.9801443070173 408.8616997897625 368.46978442370892 14604.085838660598 1321.4031532034278 1948.8499530553818 1217.9634074568748 151.82337237894535 1125.2258225977421 1332.1783970817924
leaf_count=154220 287 3504 19872 5603 2320 1339 1207 17095 4343 5279 1622 433 3726 2971
internal_value=0 0.0880269 -0.0704257 0.0301498 0.106139 -0.0173059 0.0663127 0.114146 -0.035896 -0.036802 0.0555921 -0.0846603 -0.0406387 0.0404389
internal_weight=0 26200.1 33827.6 6244.8 19955.3 7149.08 4054.72 17226.4 5408.04 2190.09 2728.94 26678.5 1277.05 1741.04
internal_count=223821 36917 186904 12376 24541 28525 6810 20599 24215 5566 3942 158379 4159 4310
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=166 96 100 119 87 159 12 57 123 87 169 102 96 164
split_gain=5420.82 1599.09 962.477 896.716 583.839 572.202 468.803 513.324 483.312 365.187 314.427 287.937 119.36 324.468
threshold=-0.04334386575356753 -1.0000000180025095e-35 -0.012987401444600687 -0.091451040029291955 0.24961705132756595 0.16679517697606169 1.2931809530443168 15.966199246227941 1551.5000000000002 0.2681700225632741 0.13668091267686891 0.56499482007265289 0.64047857433940347 0.054368190951750855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 12 4 -3 10 7 -1 -8 -5 -4 -7 -2 -14
right_child=2 3 5 9 -6 11 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.042021414150292313 -0.076030638588783783 0.11578311672864866 0.10724452474785698 0.049617030816466387 -0.066811692740200157 -0.010941042790156936 -0.027566310177081645 0.35055777303443536 0.12665573904561697 -0.027881679204606036 -0.0040427509767653642 -0.05913276598146984 0.79236273049027983 -0.0132361523382876
leaf_weight=683.77844649553299 6023.8723519295454 3056.8627098873258 493.74197087064385 8252.8250883854926 185.7528365701437 2804.0043321549892 4029.004913456738 58.540178094059229 213.9981405697763 656.39114589989185 522.59728816151619 2222.4796617403626 5.679600127041339 41.758051112294197
leaf_count=5048 81413 7961 2930 33073 887 23938 45881 261 976 3331 2322 15494 16 290
internal_value=0 0.04073 -0.0466656 0.0602956 0.105323 -0.0184122 -0.00696157 0.066353 -0.019788 0.0439073 0.0500211 -0.0322492 -0.0747864 0.0832163
internal_weight=0 17137.2 12114.1 12151.8 3242.62 6042.82 4985.32 742.319 4243 8909.22 1016.34 5026.48 6071.31 47.4377
internal_count=223821 97418 126403 45252 8848 44684 52166 5309 46857 36404 5252 39432 81719 306
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=156 67 157 14 154 115 55 157 167 118 156 156 36 67
split_gain=11582.5 12781.2 2246.31 1923.8 1835.72 1429.47 736.806 600.215 479.159 466.912 287.254 267.307 254.546 113.668
threshold=2.0092509994889856 0.14274095301155906 -0.1335124814632542 0.019872415449601565 -0.062926205237862382 0.30711443237342201 0.068770154649641715 0.039596317657522966 -0.20047743722539055 -0.0052672735344021079 2.6510941202210749 1.4361109346163807 6.6394452463531266 0.27729599689630763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 -4 9 8 11 -5 -3 -2 -1 -7 -8
right_child=1 5 4 6 -6 12 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.074637133128885202 -0.034916164076808094 -0.030381959062840871 0.029366757133050227 -0.072960698218582518 0.0999091477633198 0.01904524712943215 -0.0025311782582191022 0.042638186196674338 0.082625168740813257 0.02666874484273914 0.035021793935003445 -0.04922996814808097 -0.071771347693006471 -0.053933696512992152
leaf_weight=14548.376334868371 1751.370633803308 3064.3348240703344 4598.358391687274 228.08820210397243 18653.650797046721 320.84923293441534 797.31681134551764 508.03387154638767 1497.6782346069813 2697.2221826165915 883.54680778086185 5788.5207109078765 8102.5954955518246 934.31713000684977
leaf_count=51789 8155 8730 12644 766 61211 1097 2318 1505 4358 8137 3483 26398 30472 2758
internal_value=0 0.0342362 0.0760423 -0.0532649 0.0859586 -0.042058 0.0158197 -0.0647235 0.062062 -0.00367417 -0.0114644 -0.0674055 -0.0683121 -0.0302658
internal_weight=0 40071.9 25886.9 24302.3 23252 14185 3457.4 20844.9 1725.77 5761.56 2634.92 20336.9 8423.44 1731.63
internal_count=223821 133929 85493 89892 73855 48436 10200 79692 5124 16867 11638 78187 31569 5076
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=34 124 12 173 184 67 116 184 173 123 156 136 125 36
split_gain=32320.4 4326.62 1523.93 1470.39 2009.76 1422.81 1132.15 697.831 614.247 584.34 249.719 241.492 182.598 226.877
threshold=0.072452408628114515 -0.14314679686946805 3.355015244646828 0.15591227819938472 0.079176580943204636 0.15234755375475548 0.041842449245424775 0.70060753468547043 0.27990170101094375 348.50000000000006 2.1017343456104003 -0.0044209223408887399 -0.17685577605167466 22.086956115468588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 10 12 8 9 -4 -7 -5 -2 -3 -6 13 -1
right_child=1 2 6 4 11 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.060202206171644172 0.060597517535169822 -0.061256336564942532 -0.057060908261054734 -0.018966958224204897 0.10404436862997107 0.10063430431193543 0.057364569166491311 -0.031602363987454432 0.082000318495839802 -0.013836069163541157 -0.0058655321424840763 -0.083175562786217391 -0.088687824738892404 0.1035484050461784
leaf_weight=544.60568562150002 3598.8462824821472 2468.362400829792 1038.5021867752075 1073.7174751535058 70.255708456039429 19722.876816511154 5166.1719594746828 407.30922330915928 1373.0336644798517 1491.9302416592836 1214.311498388648 3562.1528040394187 24000.868667326868 100.17383375763893
leaf_count=2896 8185 6987 4575 3436 190 36756 11139 676 3200 4764 3515 9816 127403 283
internal_value=0 0.0640343 0.00796694 -0.0764122 -0.0323647 0.0860144 0.0382127 0.0979587 0.0376924 0.0387836 -0.042992 -0.0795545 -0.087277 -0.0347617
internal_weight=0 35108.3 9887.35 30724.8 6079.16 25221 6204.67 20130.2 2446.75 5090.78 3682.67 3632.41 24645.6 644.78
internal_count=223821 76597 26216 147224 16642 50381 15714 37432 6636 12949 10502 10006 130582 3179
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=166 78 156 166 137 13 98 29 183 13 157 81 25 157
split_gain=21232.5 3915.19 1643.92 1265.65 698.809 665.217 1410.46 635.509 517.281 346.389 299.691 825.387 282.823 169.547
threshold=-0.13396810041157828 0.095903851991230318 2.6778240864658875 -0.052373465134513776 0.02450089482573747 -0.14380993654144095 0.059782212212797274 0.053186742582870074 1.4842206664495823 -0.13127162574388151 -0.087628940704216132 0.16953686174820884 0.11241053241867986 -0.2896222002445854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -2 12 -9 -4 11 -5 -3 -7
right_child=3 7 9 10 -6 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.10437753316824923 0.10878499730778285 0.09007028931487468 0.038768060513594195 0.033057186856643321 0.062331850791307541 0.094764361293182081 -0.05412178661246228 -0.057814037555550618 0.0455662949698682 -0.046398155050838635 -0.083580492305311158 -0.073298573427877531 -0.013406889976509774 -0.056322622063306176
leaf_weight=13148.127231068909 1000.439885944128 635.94973810762167 917.61407901346684 870.90463462471962 5652.193380177021 76.392452374100685 1133.7953384071589 2890.5333062633872 581.34971097111702 995.82928220182657 15000.517346486449 4499.9915267676115 451.7749113664031 2678.4173890650272
leaf_count=40613 3414 1815 2833 3796 14782 245 3495 6751 1739 3932 107930 17316 1084 14076
internal_value=0 0.0642831 0.0827493 -0.0653571 0.0917368 -0.0196657 0.0222421 -0.019607 -0.0405035 -0.0055557 -0.0763228 -0.0560527 0.0470921 -0.0521329
internal_weight=0 25273.4 20713.8 25260.5 18800.3 4889.05 2134.24 4559.61 3471.88 1913.44 20371.4 5370.9 1087.72 2754.81
internal_count=223821 73549 62160 150272 55395 21230 6909 11389 8490 6765 129042 21112 2899 14321
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=91 95 136 180 129 180 95 69 13 188 7 21 181 129
split_gain=29746.2 2901.51 2185.22 1116.27 640.935 594.29 566.047 387.381 363.941 299.918 285.96 284.573 218.794 209.213
threshold=0.062936769359404718 0.11885686188991289 0.14906214595433179 37.113119143239636 1.0196218613214234 41.14390896921018 0.14528968565756942 0.11854417951548094 0.11014775768355145 0.1639344262295083 0.055913714669422125 0.19222383957531172 0.13177721637854087 1.0165232622074896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 13 6 10 -4 12 -5 -6 -3 -9 -1 -2
right_child=2 5 4 8 9 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.085249790150697072 -0.078571814966381381 0.13558470335526104 0.012572473004857997 0.06625717359148843 0.11061160158781894 0.043999328926956655 0.10631265562496157 -0.04675563854562656 -0.059699499982116488 0.034508499283037807 -0.028130947934342926 0.098395739625837281 -0.052406191123237404 -0.0043306836242472712
leaf_weight=22197.546381607652 962.34273248165846 109.76453995704651 670.24035137146711 2614.5385493934155 672.64020939171314 1951.1122534871101 16561.596261776984 1794.8231901973486 251.46040802448988 2250.1644817888737 3809.2853231877089 146.05924873799086 2232.2819575816393 626.80646448582411
leaf_count=151376 3253 232 1427 3870 816 4664 20287 7845 891 3429 12137 429 11987 1178
internal_value=0 -0.0646787 0.0813123 0.0179326 0.0953222 -0.00109516 0.102667 -0.0788325 0.0552058 0.0520225 -0.0235456 -0.0358324 -0.0822487 -0.049289
internal_weight=0 32240.9 24609.8 4455.15 20154.6 5870.16 17231.8 26370.7 2866 2922.8 3919.05 1940.88 24429.8 1589.15
internal_count=223821 188670 35151 9192 25959 17033 21714 171637 4761 4245 12369 8274 163363 4431
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=166 110 100 97 94 23 130 69 83 184 63 92 157 56
split_gain=4546.88 1284.69 927.057 651.69 675.086 536.664 535.755 431.77 418.143 351.702 322.825 278.53 201.658 103.29
threshold=-0.04334386575356753 0.18171896872051968 -0.012987401444600687 0.50101047519312492 0.015610395490629999 0.04237199828205393 0.68025572101053455 0.32600923519908054 -0.19502651550163588 0.095176567886914198 0.23092024983654943 0.25392922781502825 -0.31760649712962558 -0.25861720158762663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 4 -3 8 10 -5 -1 -7 -4 -8 -2 -14
right_child=2 3 6 7 -6 9 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.13674087349593431 0.35051970236843555 0.034381865771850047 -0.0083825128580595123 0.072984874718755199 0.09402534754827005 0.064204861269946623 0.2140508511291441 -0.031139157503086642 -0.020801835579960334 -0.015587215804669883 -0.061265187422099292 0.038406859863670262 0.13988692719745327 -0.075228646382634948
leaf_weight=175.08638602122664 11.194392569363115 2958.0926717855036 3737.4369710832834 613.79881107062101 5294.0602157451212 1920.9572526961565 129.3973675519228 1134.0235584490001 4459.5611529350281 775.37279566377401 1670.2294068671763 298.66974118724465 22.413020085543394 5441.733887789771
leaf_count=1558 26 16398 29652 1589 12458 9707 584 4140 46974 4594 12869 1579 457 81236
internal_value=0 0.0375853 -0.0439218 0.0608968 0.0726454 0.00578685 -0.0161912 0.00542703 -0.0148502 0.0412594 -0.024716 0.091501 -0.0734776 -0.0743463
internal_weight=0 17331 11311.1 9999.98 8252.15 7330.98 5835.73 1747.82 4634.65 2696.33 5407.67 428.067 5475.34 5464.15
internal_count=223821 97418 126403 34585 28856 62833 44684 5729 48532 14301 42521 2163 81719 81693
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=19 157 115 157 115 0 99 157 131 12 0 36 157 2
split_gain=9663.57 4902.65 2612.68 1758.02 3042.44 993.392 928.069 521.249 424.363 294.585 256.882 184.324 140.841 91.8209
threshold=0.055746790769063102 -0.12757920804690273 0.10763346920451257 -0.10431158283830268 0.27102844637662454 2.8389409351892447 0.23039511739587451 -0.27825692085294734 -0.19200251734452078 2.6639677085492521 3.8199527948162117 9.8034327694189098 -0.29336564025902406 -0.062965122596036205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 10 5 -5 -3 -2 -4 -9 13 -6 -12 -1
right_child=1 2 8 4 11 -7 -8 9 -10 -11 12 -13 -14 -15
leaf_value=-0.07127726351938847 -0.070071059144081918 0.091190077350167265 -0.031825377596516623 -0.040689150808045749 -0.017176626583362737 0.02884203907304312 -0.031184027870264037 -0.031283215898245093 0.027192856371303104 0.035388783053133026 -0.073418634769394489 -0.070232718148106096 -0.023129504928050076 -0.026167336911012092
leaf_weight=10248.844525538385 2643.6135035157204 15905.854459553957 1938.1846484988928 2585.662613004446 722.68787305802107 10007.348584972322 644.85293680429459 1991.2180118411779 3280.3097651600838 993.29421456158161 746.72196095436811 6971.1265251263976 2190.7900059819221 472.01089641451836
leaf_count=46482 9609 54690 6214 8458 2565 29910 1537 7628 9756 3542 3838 28154 9453 1985
internal_value=0 0.04546 0.0669691 -0.0343774 -0.0157043 0.0145655 0.0864221 -0.0377357 0.00527308 -0.00909369 -0.0621126 -0.0652491 -0.0359131 -0.0692912
internal_weight=0 27397.3 21769.2 33945.2 20286.8 12593 16550.7 5628.13 5218.49 2984.51 13658.4 7693.81 2937.51 10720.9
internal_count=223821 92976 72197 130845 69087 38368 56227 20779 15970 11170 61758 30719 13291 48467
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=52 139 125 181 116 4 125 125 114 114 174 181 167 44
split_gain=26864.9 4343.15 2119.42 1389.47 1299.42 934.365 719.509 546.594 390.409 369.891 334.356 442.018 210.625 78.0256
threshold=0.09269078368633267 -0.047490406613972726 -0.11175192832505804 0.12087520175598267 0.18031433110114367 0.0016705670026442704 -0.18007351766977794 -0.13988454776569167 8.5266211248861961 11.965813597887559 0.16514746723990345 0.048743029529705335 -0.086991455753692923 0.204543665156844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 13 9 -5 -7 -3 -4 -12 -8 -1
right_child=1 6 10 7 -6 8 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.078099585397839177 0.043070372467983259 -0.048772657854976809 -0.087442553112800081 0.050899919892363955 0.096480289573485464 -0.017609191262703581 -0.08150578992654145 -0.035272901177189259 0.0648867993239121 0.054480281119404332 -0.0041271820318822842 -0.076435488479678515 -0.030692353106118855 0.093005851153515895
leaf_weight=1144.4420601129532 6020.0009487196803 468.61973603069782 21095.767369255424 1589.4122508317232 18720.311418056488 910.34863201528788 1327.1229257211089 1371.016137547791 1551.0719760581851 1336.327127918601 1161.6879542917013 3105.0820852145553 2117.0054096058011 27.286177888512611
leaf_count=7712 15055 1196 123279 2878 36980 3316 5263 2906 3779 2545 3895 9634 5318 65
internal_value=0 0.0599326 -0.0720462 0.0757368 0.0834842 -0.00061354 -0.0234701 0.0109921 0.0343759 0.0276726 -0.0822789 -0.0567485 -0.0502722 -0.074115
internal_weight=0 32949.8 28995.7 27700.7 24740.3 3633.15 5249.08 2960.43 2461.42 1804.95 25362.5 4266.77 3444.13 1171.73
internal_count=223821 72141 151680 57819 52035 14872 14322 5784 7095 3741 136808 13529 10581 7777
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=166 73 156 94 158 96 78 186 1 156 72 1 72 103
split_gain=17539.2 4130.57 1461.16 876.84 606.801 1317.78 565.219 408.843 399.016 352.591 316.341 229.794 89.6323 87.4171
threshold=-0.097141860506430408 0.12530622973963582 2.7041161894846 0.019888418481477786 -0.08770498410025547 0.046836228539814874 0.11421713155374257 45.750000000000007 -0.15791268799867872 2.524022278184697 0.19231885480677571 -0.13847640579187401 0.04138168467910084 -0.19780635421071144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 5 11 -1 -5 -4 -3 -7 -2 13 -6
right_child=4 3 8 7 12 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.089513240584548334 0.10362154410514686 0.048491284948083385 0.070470289642775338 -0.047347675310352527 0.25581384177484762 0.036000684564577085 -0.00034516021352014932 0.053628364169839897 -0.031629749247832961 -0.050470317360576812 -0.070281340751572913 0.011792811383277721 -0.080237449575919162 -0.034532078280318269
leaf_weight=16976.982382498682 539.82143493741751 2360.2128890007734 519.00520954281092 4174.2655001580715 15.090287104248999 297.64295813441277 730.10605677962303 443.5880625769496 1458.2207543104887 424.83350603282452 4738.0617573857307 550.31819193065166 14880.43753875047 33.148513667285442
leaf_count=52294 1852 6152 1662 11222 96 1276 1530 1397 6613 1509 19351 2779 115824 264
internal_value=0 0.0527562 0.0767039 -0.0109207 -0.0689214 -0.0424195 0.0858082 -0.037648 -0.00482935 0.0333956 -0.0639994 0.0572651 -0.0797963 0.0562953
internal_weight=0 27087.2 19684.3 7402.9 21054.5 6125.84 17707.1 4617.85 1977.23 2785.05 5035.7 1090.14 14928.7 48.2388
internal_count=223821 82379 62099 20280 141442 25258 53824 12619 8275 7661 20627 4631 116184 360
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=94 196 63 181 73 126 195 72 63 118 186 78 0 129
split_gain=25004 2375.64 2148.19 1133.22 567.933 547.413 357.824 327.18 261.976 258.039 218.349 214.074 262.736 207.807
threshold=0.041936988280855174 0.072107080392673814 0.21560714331327216 0.030612886655909732 0.25064006673484523 0.95472053616364894 0.21712018838407293 1.1032084393894241 0.38789369118311584 0.49174893918386187 23.250000000000004 0.10872364134330932 0.54998891279265738 1.020384058374135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 9 -5 -2 8 -4 -3 -6 -1 -13 -9
right_child=2 4 7 5 10 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=-0.083507106703749154 0.11520752195367473 -0.056130183220570687 0.078293156406992054 0.06918296914185694 -0.01558383066379501 0.0020854771034020158 -0.040898332852446179 0.074262283459666525 0.10682711084449965 0.003780904558116176 0.03875238413954258 0.15598374890599592 -0.049805376633371409 -0.0065462685760979151
leaf_weight=20950.768784441054 158.02346035093069 2715.4803960993886 4755.4162623435259 4937.3741715922952 1207.3640604391694 1613.1874545738101 2073.9807377234101 967.43350510299206 9950.2780011147261 977.75745167583227 1908.7368069291115 66.468754217028618 931.206532984972 474.22995842993259
leaf_count=155031 335 15032 6240 7219 3807 2801 5583 1365 12547 4703 4983 113 3235 827
internal_value=0 -0.065343 0.0714942 0.0316911 -0.0137415 0.0526591 -0.0298462 0.0931431 0.0976 -0.0402692 0.0176993 -0.081352 -0.036095 0.0476806
internal_weight=0 28757.8 24929.9 8782.57 6809.34 6550.56 2232 16147.4 14705.7 3693.24 3116.1 21948.4 997.675 1441.66
internal_count=223821 186904 36917 15938 28525 10020 5918 20979 18787 19735 8790 158379 3348 2192
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=139 159 114 119 161 107 91 100 182 25 26 60 90 129
split_gain=3940.38 1303.95 1010.39 701.096 534.288 417.07 371.252 275.364 273.617 241.86 228.195 211.419 130.249 96.8397
threshold=-0.0360365588962391 0.27935538079631506 4.0835013279970687 -0.066434606839715901 -0.147718338766582 -0.44993562669910464 0.28269206983808154 -0.14609312862738325 0.68181226147232843 0.57924753288308251 -0.14094513963772759 0.017763213405758354 1.0100710712299621 1.0196218613214234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 7 9 -7 10 -6 -3 -1 -2 -9 -10
right_child=1 5 3 -5 8 6 -8 12 13 -11 -12 -13 -14 -15
leaf_value=-0.01102693532286695 0.099456207731176569 0.24817994073425809 0.085433751098151961 0.036908861246172285 -0.070554798436510927 -0.0019566457002234729 -0.061669186754865962 0.0011158776877020651 -0.017140903917634218 -0.05594413580020851 0.37194265047773706 -0.026385531254460876 0.51552485558919703 0.093617740870628366
leaf_weight=25.759306591004133 142.51965460926294 93.767325308173895 4612.524765253067 8399.5628311112523 6275.2590120267123 3898.7161452174187 1420.6010362096131 671.86945031583309 238.67435236275196 36.261998653411865 39.290790382772684 2110.4011064767838 4.9585218727588645 117.95221173390746
leaf_count=227 734 252 18715 41912 94550 29081 11397 5204 1567 263 109 19167 12 631
internal_value=0 0.0284142 0.0434048 0.05411 -0.0567095 -0.0135784 -0.0179037 0.0237719 -0.0657126 0.163367 0.22029 -0.0184248 0.0048845 0.0194919
internal_weight=0 20714.4 15265 13012.1 7373.76 5449.35 5319.32 741.878 6631.89 130.029 65.0501 2252.92 676.828 356.627
internal_count=223821 121521 80528 60627 102300 40993 40478 5552 96748 515 336 19901 5216 2198
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=156 53 155 157 157 44 44 166 132 126 53 74 173 161
split_gain=8186.01 7779.27 1693.46 1266.23 1080.82 724.012 554.14 510.691 678.12 246.813 238.392 139.028 132.918 40.7504
threshold=1.9916350386944033 0.22591152303092585 0.012118934178227488 0.039596317657522966 -0.16804821683929771 0.17734926274376497 0.31813079318478726 -0.23386390136397087 0.19764598994669164 0.92235881965169553 0.20420616081350615 -0.19650147561771106 0.016603208081651177 -0.19300493580022868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 -4 12 -2 13 -9 -7 11 -5 -3 -1
right_child=1 5 4 10 -6 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.079050727680373425 0.034466370184610934 0.036370217319714397 -0.010579703957045859 -0.024821629514331391 0.083731364828667526 -0.067052051115428765 -0.032121955486804347 -0.017497801355371306 -0.063681219866603189 -0.016825302550990243 -0.030555356914122735 0.07603747188931459 -0.013082357681051907 -0.048971576524324344
leaf_weight=6375.3847438097 7852.5332270488143 727.13246686011553 1314.0944681689143 158.43746614456177 16137.405266031623 6467.8457224443555 1486.2989669516683 5724.9340671151876 7150.0983626320958 1152.7247268557549 364.9244723841548 994.74206415563822 2152.2290881872177 484.64104634523392
leaf_count=39865 24436 2420 6274 544 57791 28000 4504 19128 23006 4549 1190 3077 6832 2205
internal_value=0 0.0296437 0.0582378 -0.0481179 0.0766298 -0.0433134 0.0238687 -0.0548878 -0.0431456 -0.0594545 0.0398883 0.0621803 -0.000593974 -0.0769257
internal_weight=0 37290.3 26790.3 21253.2 17451.5 10499.9 9338.83 19735.1 12875 7620.57 1518.1 1153.18 2879.36 6860.03
internal_count=223821 134806 93005 89015 64065 41801 28940 84204 42134 32549 4811 3621 9252 42070
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=124 67 52 156 118 115 67 139 173 156 68 180 66 123
split_gain=22718.2 3975.67 2763.16 1039.14 953.572 760.014 647.808 459.138 319.286 304.566 300.341 340.484 292.004 60.985
threshold=-0.088581197867739034 0.058670686983719487 0.12718507776155605 1.7932310835211382 0.02532303967877244 0.021034470777464166 0.25413915095635303 -0.11904078088974161 0.087007999776051795 2.1618408467892878 0.065479542247113665 37.113119143239636 8.8203464020138203 281.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 7 8 13 -5 -3 -4 -6 -2 -12 -7 -1
right_child=2 3 4 6 9 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.020017618983906738 -0.086780127524360276 0.060975466105366895 -0.041319943728580971 0.057210768655960489 -0.060532786330324086 -0.012944950340130004 0.092168205487356533 -0.046471222221609654 0.067460129077343875 -0.0013138651566666727 -0.018822268808482645 -0.07544673471879472 0.065768069248991062 -0.082233872031855129
leaf_weight=173.39737387746572 17881.722777530551 677.02753181755543 318.05222023278475 8072.9572308063507 1954.8225635811687 1763.0838612094522 15439.430572122335 963.9460444226861 1779.4420320987701 1562.7949071004987 1473.6991855874658 3800.3678285032511 643.24776138365269 1723.7312563732266
leaf_count=965 115790 1352 1142 18318 5704 5818 32043 2278 3646 3876 5469 13214 1635 12571
internal_value=0 0.0596002 -0.0653343 0.074796 -0.0024015 -0.0292179 0.0801656 -0.00214122 0.0509653 -0.0342232 -0.080595 -0.0596245 0.0080962 -0.0765473
internal_weight=0 29456.8 28770.9 25153.4 5615.11 4303.46 23512.4 1640.97 2097.49 3517.62 23155.8 5274.07 2406.33 1897.13
internal_count=223821 74980 148841 53991 14368 20989 50361 3630 4788 9580 134473 18683 7453 13536
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=10 74 156 159 158 83 84 116 145 21 13 81 13 114
split_gain=13737.9 3076.7 1724.82 799.123 773.093 1370.95 391.96 348.489 331.284 310.834 306.619 177.12 87.047 97.3157
threshold=-0.071345047149054805 0.079224129379858385 2.9830270201788287 0.099838141032228711 -0.082026128219961789 0.15391587237693069 0.066260834158354959 0.012222233664844826 -0.23284926635301431 0.074293829884236953 -0.088690983174911961 0.17101514084187616 -1.0000000180025095e-35 5.6433431191703107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 5 7 -1 -2 -5 -3 -4 -7 13 -6
right_child=4 3 10 8 12 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.082120214247398418 0.082498107977128129 0.059212507248229213 0.021142200220673334 0.0088539188138407679 0.0034522778397173912 0.0026010121530413363 0.019266521441413543 -0.0092590000727714918 -0.041875232472490441 -0.027568445175587521 -0.062263239682047666 -0.071201342347122956 -0.083529737317938266 -0.068371064129853415
leaf_weight=15659.807060353458 906.53184910863638 2048.266810156405 792.30280105024576 1915.7456118017435 211.11899244040251 352.66380876302719 1059.2683146297932 761.696691904217 3924.3553245142102 516.90243854373693 993.4225636087358 4173.0014562010765 10728.342533826828 1772.3633187711239
leaf_count=50759 3547 5731 3238 4872 1533 1403 2562 3237 13028 1191 7265 18256 96600 10599
internal_value=0 0.0453716 0.0681603 -0.00479921 -0.0658561 -0.0368866 0.078138 0.0406027 -0.0252344 0.0417254 -0.0252573 -0.0654503 -0.0799716 -0.0607263
internal_weight=0 26910.1 18504.8 8405.27 18905.7 6193.89 16719.1 1668.23 5840.1 2565.17 1785.73 4525.67 12711.8 1983.48
internal_count=223821 88646 63824 24822 135175 26443 53321 6784 17900 6922 10503 19659 108732 12132
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=91 193 137 186 129 103 104 69 194 178 1 4 4 186
split_gain=20045.5 2587.82 1541.32 634.979 607.515 606.652 574.52 347.42 289.158 254.005 215.891 212.451 186.7 157.972
threshold=0.060197606548729153 0.059875208441188196 0.094564147501803711 22.750000000000004 1.0196218613214234 0.25536496931119695 0.14029310685209004 0.15483444133922758 0.22819924712295933 -0.088420016204405635 -0.092996032678222193 -0.0047817090977591344 20.374833359037702 22.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 6 10 -4 12 -6 -5 -3 -7 -1 -9
right_child=2 5 4 9 8 11 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.082810199377499727 -0.056171270879893188 -0.057999074227263407 0.015452110450244402 -0.012335936473203073 0.086329476401889649 -0.023618558561773195 0.088999678040798613 -0.067080445311821099 0.017570730403711796 0.059228280701292671 -0.014360743861721452 0.039571654784773987 0.70004874973307496 0.0059642530653837749
leaf_weight=18533.598181787878 1167.1406840085983 1997.3301002085209 1139.1039509028196 750.12773714214563 835.31927542388439 695.18121002614498 15713.038558878005 540.35932102799416 2283.8211260885 1463.7648217827082 2621.9262056797743 2267.4832803308964 3.0468380078673354 654.92103512585163
leaf_count=152470 3690 11601 2476 1311 1095 2516 21024 1892 3656 2766 12276 5110 14 1924
internal_value=0 -0.060232 0.0659541 0.0035146 0.0765248 -0.0105761 0.0840283 -0.0793121 0.0359846 0.0349804 -0.0332296 0.0247442 -0.0826815 -0.0270576
internal_weight=0 27313.8 23352.3 3381.03 19971.3 7581.92 16852.1 19731.9 3119.14 2213.89 4619.26 2962.66 18536.6 1195.28
internal_count=223821 187803 36018 7767 28251 31503 23500 156300 4751 4077 23877 7626 152484 3816
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=14 87 78 167 118 12 182 111 39 6 130 109 130 158
split_gain=3241.32 1154.5 995.682 686.32 651.766 383.122 315.26 285.389 249.84 146.804 137.963 110.331 110.029 103.044
threshold=0.028225152662511747 0.24961705132756595 0.046721168234073358 -0.15835114127230565 -0.1006683988525585 1.3323442558890768 0.55606247993238067 0.29296869432037559 -0.13742061367874914 0.16299105583323595 0.43624075935979623 0.83112401169313366 0.16611229258085167 -0.24656618220091839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 -1 13 12 -3 -10 -8 -9 -2 -5
right_child=3 8 4 6 -6 -7 10 11 9 -11 -12 -13 -14 -15
leaf_value=0.068710081287247524 -0.041348345878317094 0.41559063776098065 0.092630221898682141 0.057103268223152551 0.038351377305600287 -0.0012307383332944835 -0.023923946191781054 0.15485998382906141 0.077239612817468703 -0.052453313952806835 0.09629720569644977 0.59929636155700627 0.082897588577832373 -0.069442706651092076
leaf_weight=883.89819139614701 185.92232444509864 11.75334560126066 3071.4326236583292 65.067825179547071 7908.1725018210709 6875.1442103199661 240.13130255788565 156.63173940032721 91.28341019898653 1989.073903163895 158.43598341196775 5.7922452092170706 115.58913987502456 5806.8372229188681
leaf_count=5795 1974 32 7312 324 28851 59134 1817 577 415 15626 897 10 917 100140
internal_value=0 0.0262914 0.0341576 -0.0535152 0.0535353 0.00673681 -0.0621986 0.0638488 -0.0441651 -0.0467626 0.0238656 0.170709 0.00628328 -0.0680404
internal_weight=0 20830.8 18738.6 6734.41 10979.6 7759.04 6270.47 463.935 2092.11 2080.36 398.567 162.424 301.511 5871.91
internal_count=223821 117165 101092 106656 36163 64929 103178 3478 16073 16041 2714 587 2891 100464
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=1 67 155 151 0 115 166 14 166 13 14 133 0 81
split_gain=5322.29 6606.17 1619.72 1174.81 1085.98 928.867 775.831 502.39 432.811 429.677 369.991 273.498 200.174 186.135
threshold=-0.069006106073533274 0.15234755375475548 0.064617077701789774 0.056569087603133845 1.6062206036667144 0.39172006141606458 -0.18214555911129091 -0.026753089704851813 -0.12988912416524398 -0.26741051091888196 -0.078977080286345647 0.026448422611808169 3.5618489590653168 1.6344977672277226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 10 11 -2 12 -4 -6 -5 -3 -1 -9
right_child=1 5 8 4 9 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.071296440290344043 -0.040531623618605392 0.099894518425518081 0.027027541601003971 -0.062763167329952033 -0.02283542532591977 -0.065236264517218048 0.037953376402893077 -0.0075355801962724775 0.086598957621520242 0.046700061984971314 0.069621092889733976 -0.013548876597856746 -0.041370451187688603 0.12594393565389875
leaf_weight=8799.5810986235738 1453.1789961531758 219.78602856397629 1368.1449036002159 2813.2277335971594 1275.4746055826545 5542.520564571023 9449.3252906575799 1005.1434577479959 11234.017042584717 2930.0939342826605 228.24299028515816 6426.4952539354563 2996.2395752221346 116.58963730186224
leaf_count=45978 5918 917 5030 10162 5637 26983 27786 3537 43585 10590 701 21067 15531 399
internal_value=0 0.0247349 0.0557151 -0.0395343 -0.00730878 -0.0350067 0.0274922 -0.0576135 0.0801316 0.0256112 -0.0528286 -0.00979741 -0.063695 0.00633789
internal_weight=0 35693.5 23504.7 20164.6 7247.04 12188.8 10902.5 12917.6 12602.2 4205.57 3041.47 6646.28 11795.8 1121.73
internal_count=223821 131286 82319 92535 27090 48967 33704 65445 48615 16227 10863 21984 61509 3936
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=35 123 140 140 44 131 46 129 192 160 169 120 35 129
split_gain=18826.5 2852.99 1325.16 1255.79 1108.61 630.598 610.379 605.544 383.861 316.21 228.465 172.108 97.7003 95.3684
threshold=0.061902391728653854 329.50000000000006 -0.072356630236263222 -0.11849701677806691 0.1056543522547634 0.045474670329811472 0.044823222341430345 1.0165980397166019 31.394022321154981 -0.11388150265198931 0.028444357037835547 0.34254268334062771 0.0016293315078591216 1.0157358379660117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 10 8 -3 -6 -2 -5 -1 -7 -4 -14
right_child=1 3 12 9 7 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.080507953362981499 0.080141235806714534 -0.033604353620006612 -0.085253747704184604 -0.077411697906580146 0.066694899391302451 -0.05652614048548793 0.046525555009818718 -0.046691358075875218 -0.032809638858683134 -0.016700458886678416 -0.00086253673003264914 0.030669116042579617 -0.026990882661394891 -0.074027335063568067
leaf_weight=2152.5711390301585 17017.131937034428 1118.2923500984907 15964.24622015655 1173.4849218502641 1454.8363686725497 258.6152770370245 6340.4744096249342 696.49459933489561 306.29640978574753 3190.0610520094633 432.53255444765091 1815.4412501826882 536.56342788785696 2192.1971663981676
leaf_count=19742 38905 5361 100141 5412 4038 701 14111 2432 552 9972 2397 4251 3209 12597
internal_value=0 0.0483053 -0.0702936 0.00958337 -0.0230474 0.0719054 0.0345117 0.029986 0.0781441 -0.0330275 -0.0671819 0.0197967 -0.0822648 -0.0647784
internal_weight=0 31219.8 23429.4 11822.3 4736.43 19397.5 7458.77 2151.33 17323.4 4363.55 2585.1 2074.06 18693 2728.76
internal_count=223821 79265 144556 34856 28609 44409 19472 6470 39457 15384 22139 4952 115947 15806
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=163 73 13 13 81 159 157 27 116 27 145 117 13 3
split_gain=11787.2 2357.19 1299.54 931.673 1385.99 715.224 426.808 368.957 325.476 211.123 194.151 151.931 108.08 89.383
threshold=-0.086077057362045364 0.055856978377592785 0.078417813415774362 -0.094957392704857549 0.22803541877032343 0.083514376995145745 -0.18646574876189634 0.1467444301759914 0.078605879603761239 0.0089831040691442012 -0.33683802721700767 3.8623393839518969 0.042424771514013533 10.429736675239043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 8 9 -1 -7 -2 -3 -4 -6 13 -5
right_child=3 5 10 12 11 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.087352725864746184 0.052969666531512909 0.090924674300733394 0.095683915032149416 0.0016383149590770748 -0.076381816377516162 0.005161901133480468 0.053984452491297796 -0.043092393010142012 -0.02751830789754597 0.024712293715406015 -0.066625374008827745 -0.028731587890255057 -0.082272880122183603 -0.065010036418014006
leaf_weight=8882.1429277732968 1719.6705419421196 886.67443404346704 81.152264311909676 218.7955812253058 3156.3608769848943 3972.7376249246299 6743.5051862597466 2635.8681050017476 709.77219267189503 1054.022676192224 802.2686165869236 849.15640183910728 9420.6148601099849 2505.3167022876441
leaf_count=29424 7349 2781 272 1506 14171 12202 21377 7543 3098 2574 5386 4175 94525 17438
internal_value=0 0.0442098 0.066281 -0.0608999 -0.0301366 0.00158948 0.0729521 -0.0140845 0.0294548 0.0549637 -0.0517154 -0.0662801 -0.0772 -0.059657
internal_weight=0 25058.4 16509.1 18579.7 6434.96 8549.3 15625.6 6608.61 2429.44 1940.7 883.421 4005.52 12144.7 2724.11
internal_count=223821 81559 56459 142262 28793 25100 50801 19745 10447 5355 5658 18346 113469 18944
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=94 193 63 193 12 129 169 72 118 12 83 6 129 142
split_gain=17082.3 2040.52 1896.44 956.946 519.127 480.578 444.256 286.99 282.01 152.004 141.621 278.857 130.384 105.923
threshold=0.038478601904844562 0.072107080392673675 0.28354670485729422 0.014629270288838219 1.6651360728925402 1.0202642409184752 -0.0027085467286174112 1.1032084393894241 0.54008753336205528 1.9556356382701761 0.37535767110886742 0.058620414054002874 1.020384058374135 20.54084970110474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -5 -3 9 -8 -4 13 -12 -9 -1
right_child=2 6 7 5 -6 -7 8 12 -10 -11 11 -13 -14 -15
leaf_value=-0.081322591221199489 0.029722194622503334 -0.055919415355380087 0.095867505153823335 0.056563875625417107 -0.056225849089430451 -0.0040825848909534891 -0.013115798652028063 0.060848223773454772 0.040699120401821068 0.065946099000646449 0.18345984605630838 -0.054145847463970831 -0.01092938904183415 0.3220163000690261
leaf_weight=16860.97446006909 1192.0833663120866 1737.8051470145583 8958.0839075744152 7078.2477938830853 1711.9999666139483 1602.4370279610157 3155.0746125131845 798.09296195209026 1408.4931663125753 2094.8466772213578 52.573536157608032 816.52214944735169 370.5852308422327 6.5135250315070143
leaf_count=153074 1734 11443 12666 10643 5938 2783 11724 1220 4862 3032 76 3947 655 24
internal_value=0 -0.0617723 0.0577346 0.028745 -0.0209454 0.0453687 -0.0128915 0.0852137 0.00349356 0.0901965 -0.0791385 -0.0397725 0.0380877 -0.0811668
internal_weight=0 24038 23806.4 11584.8 2904.08 8680.68 6301.37 12221.6 4563.57 11052.9 17736.6 869.096 1168.68 16867.5
internal_count=223821 185150 38671 21098 7672 13426 28029 17573 16586 15698 157121 4023 1875 153098
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=140 87 110 154 97 161 185 77 152 157 195 162 173 41
split_gain=2931.75 878.17 765.269 556.112 547.714 496.47 296.523 193.06 148.045 124.324 107.84 95.9388 89.0993 69.1105
threshold=-0.014340342844597381 0.33753942467484305 0.18606798984503783 -0.017310949691328039 0.52621934187750152 -0.12405151108281975 0.68195255319471959 -0.30045431899614872 -0.48123400080645962 -0.28192618109969964 0.73526623327640483 0.10587731479154593 0.13369628840009723 -0.13134795924523426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 7 9 -1 -9 -7 13 -8 -12 -3
right_child=1 10 4 -5 -6 6 11 8 -10 -11 12 -13 -14 -15
leaf_value=0.41247711166703249 0.042203697026361675 0.30063900183018488 0.059166411202391217 -0.014582012254277433 0.0020611562082333964 0.056496395465261029 0.12911623734855213 0.24275414240876705 0.0021043156659715538 -0.068075281581710001 0.063259689960728699 -0.00066652186629597939 -0.038012790973065473 -0.069804420889884602
leaf_weight=11.899448301643131 2805.0711496565491 5.0623250454664221 9284.7989260982722 4477.2131365798414 2050.5124063473195 81.32703585922718 67.27648064866662 26.160801824182272 1119.8891156706959 5376.741365769878 125.94594880566001 371.3962219953537 280.03609164617956 974.62984396889806
leaf_count=41 20225 13 31404 44506 6591 464 240 93 8769 96386 1234 2421 2801 8633
internal_value=0 0.0268698 0.032586 0.00729134 0.0488363 -0.0481062 -0.0598618 0.0117583 0.00759761 -0.0662191 -0.0499318 0.0192374 -0.00659549 -0.0678902
internal_weight=0 20003.3 18617.6 7282.28 11335.3 7054.69 5896.74 1157.95 1146.05 5458.07 1385.67 438.673 405.982 979.692
internal_count=223821 115407 102726 64731 37995 108414 99511 8903 8862 96850 12681 2661 4035 8646
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=156 68 31 1 2 31 161 81 195 126 160 130 20 161
split_gain=5837.04 5015.53 1175.57 863.639 701.645 676.405 357.716 295.736 274.665 252.142 221.648 216.838 208.757 157.243
threshold=1.8557027756425224 0.17391161196487906 -0.0016534569623070574 -0.15791268799867872 -0.013991036324940045 0.20380015014886624 -0.18254942549285771 2.1096608019114917 0.31793985606136382 0.91575206095554351 -0.22167573028752549 0.049869140997452301 -0.024014420282543806 -0.19629588057950528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 9 -4 10 -9 -3 -1 -7 -6 -14
right_child=1 5 6 -5 12 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.073676596922521903 -0.0007999912470948898 -0.019265594143816026 -0.029558672661572988 0.07344143120214186 -0.03231701209208606 -0.064903284138785308 0.02828857641583676 0.1299205561260689 -0.043909332378198281 0.032916776301710846 -0.047642695632688942 -0.017951542459938543 -0.052665604385030942 0.035762071553748796
leaf_weight=5106.224128562957 1761.0997104197741 3151.1294300481677 1228.3115343973041 14208.939411260188 1169.3950868025422 4798.2647887319326 8241.4131958782673 164.44345045089722 203.24365156143904 1311.3005806952715 9095.4468915537 1237.2698734998703 234.89419873803854 1397.4166627824306
leaf_count=37312 8581 10793 5892 57118 4175 25920 24318 595 774 4305 33995 4880 910 4253
internal_value=0 0.024703 0.0487012 0.0652544 -0.0458975 -0.0334521 0.0207852 -0.0547108 0.0338339 -0.00393162 -0.0570032 -0.0552783 -6.69897e-05 0.0230371
internal_weight=0 35937.7 25439.8 15970 17371.1 10498 9469.72 14569.4 367.687 4462.43 14201.7 6035.53 2801.71 1632.31
internal_count=223821 141807 95909 65699 82014 45898 30210 72676 1369 15098 71307 30800 9338 5163
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=124 173 53 115 181 119 3 70 173 156 173 181 173 190
split_gain=16154.9 2363.45 2289.35 1189.9 680.576 647.916 514.123 442.028 311.604 255.475 187.762 416.871 125.695 79.4083
threshold=-0.08622406657733922 0.12532739808002291 0.082941309085631118 0.02594681868016362 0.70060753468547021 -0.0032398374152557562 33.997066484482737 -0.027650920256909971 0.087007999776051795 2.2656844151338329 0.22604093897322725 0.039659640312062622 0.058459371833445288 1.637521898391465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 12 6 8 -3 -5 -4 -7 -2 -12 -1 -6
right_child=2 4 5 7 13 9 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.077068430236101826 -0.083547760669216389 0.024505167837365834 -0.045143268658545177 0.049051942496834519 -0.011349064247890039 -0.053869611073231141 0.077531063036264086 -0.010837364602895682 0.055396345441145994 -0.0046468617982161897 0.027954335326856452 -0.074425135178707094 -0.012464019447472436 -0.089263224969443569
leaf_weight=1587.9136419445276 15732.978166747838 2047.9212819561362 378.46583685278893 3273.0206718221307 385.76228176802397 2349.0739949718118 17064.460694879293 1976.6829780712724 1662.0047185719013 1913.2072151750326 496.88343016058207 1992.8451830968261 371.64040150493383 197.92008952796459
leaf_count=13133 119487 5289 1744 8518 691 8117 40387 5529 3670 5527 1609 7817 1946 357
internal_value=0 0.0506696 -0.0615415 0.0016806 0.0686008 -0.0095911 0.0718493 0.0265017 0.0367483 -0.031775 -0.0795097 -0.0539929 -0.0648158 -0.0377689
internal_weight=0 26905.3 24525.5 7209.26 19696.1 6302.75 19112.4 5249.7 2040.47 4262.28 18222.7 2489.73 1959.55 583.682
internal_count=223821 75850 147971 29126 46724 19058 45676 14047 5414 13644 128913 9426 15079 1048
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=166 73 157 157 81 93 157 136 194 165 115 117 14 93
split_gain=10262.7 2239.58 876.708 634.478 1107.97 608.593 736.217 511.908 426.458 376.224 327.418 136.948 97.5615 112.771
threshold=-0.093816996146392675 0.086432031821024283 -0.053624359602896333 -0.087628940704216132 0.21475711058469635 0.079026951892641237 -0.11452773448191934 0.031452049648122427 0.24665717534650264 0.11225262286351843 0.14182680714517024 4.830510088197177 -0.04443091464078272 0.006462912121791997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 6 -3 -1 -7 -4 -2 -6 13 -5
right_child=3 5 9 12 11 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.082002002494805881 0.06829319819793446 0.058686420784393081 0.057450834654333587 -0.017245570344732692 -0.074672553294715477 -0.052360936499251845 -0.049122238220482214 0.040354966864820971 0.0076659751102133161 -0.012715042577071923 -0.027093712238078473 -0.023274120908744343 -0.080886960179988351 -0.072965092731085965
leaf_weight=9971.4190828427672 1035.4154574535787 2306.7268906161189 1194.298712298274 544.78735138848424 2895.6893653571606 2821.9231133125722 873.21605679020286 4192.1913546547294 2038.5190552771091 2121.8604971952736 551.53751410916448 631.427240524441 9295.0309892967343 1089.9420453757048
leaf_count=35578 3913 6362 4015 4503 15449 7954 3021 11389 6259 8692 2449 3404 103509 7324
internal_value=0 0.0387472 0.0588386 -0.0633219 -0.0342498 -0.00493161 0.029082 0.0696752 -0.027185 0.0125549 0.035142 -0.0654712 -0.0769248 -0.0543961
internal_weight=0 25520.2 17479.8 16043.8 5114.07 8040.39 3179.94 14163.6 4860.44 3316.16 1586.95 3527.12 10929.8 1634.73
internal_count=223821 83270 59674 140551 25215 23596 9383 46967 14213 12707 6362 18853 115336 11827
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=94 193 136 189 176 104 169 181 88 82 130 69 0 94
split_gain=14117.8 1888.15 1630.02 909.816 506.946 444.068 419.837 287.725 262.745 237.983 220.622 152.246 177.378 114.545
threshold=0.036934153042748587 0.059875208441188196 0.27594083189920293 35.500000000000007 -0.15823593920581486 0.30460939276244109 0.032478143027154502 0.027288083415570329 0.01674888882066106 0.45312995537743989 0.32054613617512612 0.15483444133922758 0.63111669377449287 0.025977645208440224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -5 8 13 -2 -4 -8 -7 -1 -13 -3
right_child=2 6 5 4 -6 10 9 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.08085004550058375 -0.059225703807071275 -0.058777554148468442 -0.0083917659349223624 -0.049855864548120243 0.051074322596899882 0.088215665314152744 -0.009756384790579678 0.0041540921836415333 0.05873836725198886 0.0439907364261099 0.059254555623109398 0.11510400547933702 -0.051110595028830474 0.005813537940444871
leaf_weight=14828.96558791399 1508.4553399309516 1856.9659698754549 946.78977959603071 555.14971952885389 4804.268759958446 8654.7398704439402 2997.5573575049639 1363.8948875814676 1517.5771299898624 1136.0483738780022 3778.861585766077 69.844427928328514 795.02909207344055 322.1936177238822
leaf_count=151048 5145 13782 1991 870 8222 12720 12299 2558 2454 2587 5593 127 3427 998
internal_value=0 -0.0598939 0.0519944 0.0162813 0.0406196 0.0717274 -0.0137095 -0.0291307 0.0329475 0.00501506 0.0794137 -0.0784714 -0.0376876 -0.0492276
internal_weight=0 22006.6 23129.7 8231.77 5359.42 14898 6312.77 2872.35 2464.37 4133.61 12433.6 15693.8 864.874 2179.16
internal_count=223821 184268 39553 16795 9092 22758 29666 7703 4445 14886 18313 154602 3554 14780
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=140 87 90 0 161 182 124 95 89 76 56 192 6 6
split_gain=2474.79 700.096 679.987 531.258 456.169 287.032 159.118 144.269 158.738 147.796 134.909 106.915 99.9328 98.454
threshold=-0.014340342844597381 0.33753942467484305 -0.038605950663916082 3.9352850526913685 -0.12405151108281975 0.27630912152625087 1.070250697624836 -0.13066053132334113 -0.14980309690915791 -0.27495077055075362 -0.22101797936276971 33.526498046520253 0.17107895500796982 0.20572798242191145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 7 10 -2 8 -1 -9 -6 -3 -13 -7
right_child=1 11 3 -5 5 13 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.089944919257447895 -0.050217719917475936 -0.066689734661170549 0.043638602182050137 0.00061526007455976577 0.15476481382701984 0.079341593191303295 0.31805804637166424 0.2674597693988513 0.25194212853753378 -0.0023006932696381576 -0.067814447135692943 0.39044442879982194 -0.010757965901065572 -0.016136747673592071
leaf_weight=18.999724689871073 1086.6487434823066 859.61116457544267 14044.827980790287 3607.2539125755429 27.390620643272996 133.19520157389343 11.860102660953997 20.703246813267469 47.612561576068401 1068.5785613711923 4689.6768447440118 6.3056699745357028 402.53623723052442 570.94471354037523
leaf_count=186 12826 8404 59403 30478 729 557 19 77 75 8565 93707 38 4239 4518
internal_value=0 0.0252322 0.0300961 0.0348467 -0.0454712 -0.0576318 -0.0462416 0.0115629 0.154426 0.00282646 -0.066522 -0.0466676 -0.00457012 0.00192395
internal_weight=0 20019 18750.6 17652.1 6577.1 5421.21 1098.51 1155.89 66.6123 1089.28 4717.07 1268.45 408.842 704.14
internal_count=223821 115407 102726 89881 108414 99511 12845 8903 261 8642 94436 12681 4277 5075
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=156 154 14 68 176 157 151 14 55 114 126 151 126 156
split_gain=4895.09 4475.68 1211.25 976.646 699.545 550.973 538.247 438.904 430.893 306.331 280.328 187.404 176.005 106.718
threshold=2.1403213926242679 -0.0821102822680429 0.023943688832982906 0.29582251870840282 0.25440739487882202 -0.084387324144882994 0.0053380760502269508 -0.18618379220031497 0.15824866234786114 18.612750417246762 0.91205904851379593 -0.078992740218055357 0.92235881965169553 1.4490332415356948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 9 5 -3 13 -8 11 -2 -6 -4 -5 -1
right_child=1 4 8 12 10 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.070929099128194395 0.012367942948453288 0.017597968549440148 0.013716078720334183 -0.063806874927400184 -0.010759822167559274 0.070602629543274606 -0.049399008939224283 0.0050329628299554752 -0.031499299523763125 -0.044502915748496887 0.059813362971297759 0.071669661299645623 -0.015825191358374738 -0.049427908447204481
leaf_weight=6457.3302198126912 5636.9252254068851 2268.50078779459 1130.5958775728941 4187.9302642121911 1989.5436913594604 14472.695617303252 3361.5954939350486 2648.4761730208993 1224.5899482145905 1138.4137414172292 784.88735195994377 1101.6932976096869 935.21409330144525 3592.7973818071187
leaf_count=36957 17968 9803 3499 24516 6176 58982 15807 9838 4545 3787 2467 3686 4107 21683
internal_value=0 0.02624 -0.0375279 -0.0221007 0.0557128 0.0634203 -0.0490857 -0.0254123 0.0161682 0.00281232 0.00920535 0.0423177 -0.055048 -0.0632427
internal_weight=0 31414.1 19517.1 11898.5 19515.6 16741.2 16060.2 6010.07 3456.88 6775.34 2774.43 2232.29 5123.14 10050.1
internal_count=223821 127806 96015 50378 77428 68785 84285 25645 11730 21755 8643 7185 28623 58640
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=35 123 140 173 181 52 131 1 116 180 112 159 136 116
split_gain=13339.9 2369.13 1112.83 957.203 1189.06 582.652 481.735 413.757 310.057 290.897 245.153 165.953 152.309 135.496
threshold=0.046259988308070939 301.50000000000006 -0.11591790640117509 0.20799191535836056 0.076299166956985312 0.21709113631790622 0.045474670329811472 -0.12323985383617955 0.036419661218419025 54.034136546184747 -0.18701211709824375 0.14154302457290716 -0.027271888539910485 -0.038772930604874238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 10 7 -3 9 -5 -4 -2 13 -8 -6 -1
right_child=1 2 8 4 12 -7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.076677576395500005 0.072695376816222221 -3.3976173465391012e-05 -0.081316058796966101 -0.05627132114718697 0.10552704230520818 0.051430484292342898 -0.05782333052478511 0.075533064717000775 -0.017650030652740303 -0.05275040006043933 -0.082005749948243278 0.027873720399403987 -0.076068876420219617 0.043062108978452633
leaf_weight=152.96055422723293 13953.530854344368 3859.9238715283573 950.41770968213677 301.42175248265266 47.320641368627548 5115.0227729305625 271.02459152042866 1134.9682477638125 3919.6226190403104 187.33483896404505 14903.299041800201 1359.3695314303041 1926.6689733415842 247.28202679008245
leaf_count=1463 35845 13692 6746 909 123 11703 713 3036 12118 344 124577 3374 8191 987
internal_value=0 0.0385993 0.00841252 -0.0692552 -0.0213465 0.0292968 0.0650991 0.0478743 -0.0300748 0.0710335 -0.0799316 0.0136281 -0.0717156 -0.00269876
internal_weight=0 29616.2 13845 18713.9 3410.38 8974.95 15771.3 1436.39 4870.04 14140.9 15303.5 1630.39 1973.99 400.243
internal_count=223821 84535 44259 139286 12259 25395 40276 3945 18864 36189 127027 4087 8314 2450
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=167 93 14 144 166 166 62 108 14 81 188 73 195 53
split_gain=8666.52 1828.43 829.843 573.118 554.518 474.851 323.107 298.572 231.118 425.394 194.146 202.395 173.694 104.876
threshold=-0.090231637692193001 0.051696879925718808 -0.054413061623222014 0.088516045225580819 -0.031666429095497654 -0.21806401475675477 0.023913249189229123 1.8488275276998307 0.040489607950678581 0.21475711058469635 0.65458649702442151 0.19601193994259977 0.66398239852895824 -0.21505633710283761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 8 7 -1 -3 9 -2 13 -12 -7 -6
right_child=4 5 3 -5 10 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.071470999832618939 0.032145620797781486 0.0010218850120363302 0.064790404250026162 -0.019887648124525838 0.053458999572319893 -0.060449455742736469 0.040135384085150536 0.096643813494321329 -0.068130136096742053 -0.053278709658499818 0.062553731503504184 -0.051234126345367559 0.0075371974958524345 -0.077138508460128083
leaf_weight=10167.347164474428 1230.4132558815181 3466.2129749804735 1191.6183157749474 2427.6421614252031 61.865037363022566 1895.6598827950656 4865.0980131439865 360.49913271516562 893.03448694571853 1107.7994491197169 182.15033532679081 1102.2114070095122 468.69285732880235 10154.17883297056
leaf_count=37633 5673 8773 4366 10528 351 6360 14411 1153 8569 5114 1148 6769 1722 111251
internal_value=0 0.0353496 0.0509797 0.00799206 -0.0614568 -0.011739 0.0613295 0.01003 -0.0248549 -0.00832676 -0.0717407 -0.0350965 -0.0469723 -0.0763477
internal_weight=0 24842.8 18651.7 3619.26 14731.7 6191.06 15032.4 3826.71 3231.25 2338.21 11500.4 1284.36 2364.35 10216
internal_count=223821 84946 66938 14894 138875 18008 52044 9926 19356 10787 119519 7917 8082 111602
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=94 63 193 181 19 12 169 195 129 103 89 169 69 82
split_gain=11706.9 1749.04 1587.95 951.942 525.201 435.943 349.929 320.475 263.13 184.874 152.649 121.544 120.601 62.6911
threshold=0.032126859335940679 0.30712835145314504 0.072107080392673675 0.042608328547719572 0.0048069604117250723 1.6651360728925402 0.032478143027154502 1.1022226932158208 1.018687372987001 0.43404525438883351 -0.0026218250601678619 3.20764429576777 0.14314684256194776 0.16854371894285078
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 5 -5 -2 13 10 -9 -8 -3 12 -1 -4
right_child=1 7 6 4 -6 -7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.080189646072367227 0.019499803829301526 -0.032493245322544356 -0.065187396885121165 0.056501359672736257 0.0076772545134602896 -0.051448724077597596 -0.0099659964325606379 0.070795619670599025 0.0022540551226279048 0.041109945409112079 0.087707447405557665 0.30435628388968666 -0.039596597251216753 -0.026753219023106456
leaf_weight=13208.606570933014 1454.1192672029138 107.11543339490891 1118.1691218242049 5755.3468260392547 3569.7670983932912 2141.486788995564 2777.1039646416903 1431.5095361620188 920.09435179829597 951.46661324054003 7736.0394229590893 8.3212985023856145 774.82575422897935 684.00684718042612
leaf_count=150065 2288 101 10019 8667 6568 8844 11497 2351 1660 2190 12595 38 3816 3122
internal_value=0 0.0453902 -0.0597819 0.0209562 0.0378109 -0.022756 -0.0144197 0.0763575 0.0439779 0.0030677 0.0860658 -0.077713 -0.0779404 -0.0505999
internal_weight=0 23115.5 19522.5 12920.7 9325.11 3595.61 5530.75 10194.8 2351.6 3728.57 7843.15 13991.8 13983.4 1802.18
internal_count=223821 43074 180747 26367 15235 11132 26828 16707 4011 13687 12696 153919 153881 13141
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=14 162 114 160 119 182 157 91 197 73 99 116 127 162
split_gain=2032.63 648.13 665.252 470.223 417.764 272.115 238.855 258.507 195.645 166.725 145.835 134.481 103.087 76.8635
threshold=0.080153214186858571 0.26232072293700592 3.9348463899594193 -0.21411567907796752 -0.072629498216248159 0.72602185249122675 -0.27825692085294734 0.28269206983808154 0.87474831650563556 -0.28218533882159197 0.066218852870386924 -0.068520208006132843 0.3150009167330286 0.23619390348422534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 -4 11 7 -3 -8 -1 -2 -5 -7 -12
right_child=3 6 4 5 -6 12 8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.13055724213906478 0.023276867844004245 0.045411251187781436 0.06293332290295682 -0.019851716142984265 0.026392944161623872 -0.022825182677835149 -0.029950234008734297 -0.04337028924398495 0.039850537487322056 -0.031096207287913985 0.15039505335591294 -0.072544253216449486 0.10477839782607075 0.38075696800457504
leaf_weight=66.169562408700585 100.6942992284894 1284.358062138781 4674.2597180288285 560.48733673803508 9463.5317057650536 125.77967026084661 3478.8372486867011 440.4299589227885 453.95718713663518 1782.7902099192142 64.197874128818512 3565.7448435034603 127.47484701126814 18.704443357884884
leaf_count=475 917 5594 18973 15175 45823 974 32454 4557 3234 16549 211 78159 689 37
internal_value=0 0.0208026 0.0310969 -0.0526386 0.038474 -0.0592113 -0.00828602 0.0227406 -0.0218932 -0.025311 0.104145 -0.0653868 0.0414037 0.202369
internal_weight=0 21644.3 15986.8 4563.08 14137.8 4379.49 5657.58 1724.79 3932.79 1848.96 183.597 4126.23 253.255 82.9023
internal_count=223821 127659 81820 96162 64796 94997 45839 10151 35688 17024 1165 93334 1663 248
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=19 156 156 115 115 160 167 13 112 66 13 151 16 67
split_gain=4157.47 1994.04 1256.92 1214.5 1083.1 565.499 502.28 488.751 285.433 203.783 171.092 161.544 154.834 101.955
threshold=0.036203333302042222 1.5036090629283263 1.7169231425939444 0.29241712219399663 0.055888845307600056 -0.24538266389000191 -0.18695863101436247 0.016881849935146815 -0.22993419306810511 5.6261637848115074 0.069428125338632254 -0.067027356357966292 0.84635937391922622 0.27729599689630763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 10 6 5 -3 -4 11 -6 -5 -1 -2 -9 -12
right_child=1 4 3 9 8 -7 -8 12 -10 -11 13 -13 -14 -15
leaf_value=-0.060631782476247321 -0.066870884863478156 -0.020818940694726753 -0.03453392309346346 0.0075777690627103662 -0.022563053935257604 0.069349935855267747 0.017385790414747689 0.068807879350599677 0.025641474347195631 -0.059290699138591953 0.041340963352798112 -0.024635664294152444 -0.049928597999359801 -0.046473189914110424
leaf_weight=8142.8498845621943 1607.2574497945607 739.97945241630077 2318.4386465288699 509.27598293498158 1625.9409432113171 11580.18297854811 9491.2951442822814 590.58645667135715 5023.6383445039392 4336.0281520299613 268.24585966765881 2074.4879007712007 134.91259580850601 260.71804454177618
leaf_count=48875 8697 4594 14330 2150 6403 52898 30624 1920 15819 26838 885 8449 317 1022
internal_value=0 0.032302 -0.0261786 -0.0101037 0.0463795 0.0639342 0.00719312 -0.0282907 0.0138546 -0.0522623 -0.0570518 -0.0430734 0.0467278 -0.00194126
internal_weight=0 23377 25326.9 16655 18969.7 12320.2 11809.7 4407.24 6649.58 4845.3 8671.81 3681.75 725.499 528.964
internal_count=223821 99097 124724 73942 79714 57492 44954 19383 22222 28988 50782 17146 2237 1907
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=124 114 52 44 173 173 181 115 13 173 181 150 156 115
split_gain=11508.9 1906.64 1802.42 715.768 614.113 604.966 518.714 620.549 358.338 175.083 252.887 170.117 167.22 81.3147
threshold=-0.081468144989739991 7.9013808934885512 0.059502540997774946 0.2167594960059738 0.070690911112729557 1.3970017761609446 0.036892597756871738 0.089213113351992376 0.082836590899678306 0.22604093897322725 0.023072316721498749 0.54710668085660308 1.8394550445165556 0.021034470777464166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 8 13 -5 7 -4 -3 -2 -11 -6 -8 -1
right_child=2 3 6 5 11 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.081152071353931016 -0.082119251273814642 -0.0050417499110744467 -0.053954100231781016 0.075136539887428008 -0.022442392480400877 -0.024185725124707128 -0.059841906158644681 0.048981700579262669 0.044307687119034649 0.028322235366695783 -0.067049812706708831 0.030338596788276502 -0.017005778469573209 -0.03612094614299266
leaf_weight=1051.0688978284597 12589.584898304194 2000.384603407234 836.12637893110514 12084.750435702503 920.45577250421047 646.03340325504541 1884.2017034105957 1955.0626419112086 5564.047633562237 344.38715962320566 1442.8190323375165 1814.2912602201104 1764.9502608180046 648.35805812105536
leaf_count=10910 116601 6030 4810 32702 2876 1358 6873 4720 15867 1165 6850 5252 5175 2632
internal_value=0 0.0426414 -0.0582671 0.0556203 -0.016763 0.0700964 -0.0143034 0.0181463 0.0312574 -0.0779614 -0.048672 0.0125737 -0.0391238 -0.063972
internal_weight=0 24729.4 20817.1 20295.2 4434.17 12730.8 6440.34 2791.19 7564.43 14376.8 1787.21 2734.75 3649.15 1699.43
internal_count=223821 77627 146194 55957 21670 34060 21578 9530 21897 124616 8015 8128 12048 13542
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=167 73 139 1 72 93 1 188 160 136 14 117 143 43
split_gain=7237.19 1490.04 677.325 566.783 524.711 509.179 453.98 413.045 372.359 346.059 330.506 140.388 36.772 43.1392
threshold=-0.090231637692193001 0.039693184287592533 -0.020933874120427857 -0.050711605771300981 0.27574970889971434 0.079026951892641237 -0.050711605771300981 0.45784386244248609 -0.34425362555731004 0.028041414218680356 -0.093053410914402848 4.6914442484649213 6.0280905898124955 1.1883343816435004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 9 10 6 -3 -7 -5 -1 -4 -6 -2 -14
right_child=2 5 4 8 11 7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.073104363258286315 -0.080363503541045461 0.038553655682310492 0.036525649879527181 0.1068677672454061 -0.069211782673580399 -0.042588132833099521 -0.041640902221363241 0.022962242786267684 0.0015703857102680394 0.036060237272469924 -0.035575806540076742 -0.020173662905646879 0.2674807122827958 -0.033441432071466271
leaf_weight=8128.5357981435955 7325.2830339726061 3815.921554479748 1258.3127420023084 381.33102372288704 2868.7494883909822 3236.1487200707197 866.1318295262754 1367.4705631062388 2814.9108002334833 3656.059358201921 1284.9958109594882 732.95494076237082 5.0354020148515692 88.359304677695036
leaf_count=32136 95346 11023 6004 1366 19175 9905 3845 4151 12050 10470 12816 4805 34 695
internal_value=0 0.031973 -0.0592306 0.0514819 -0.0346772 0.000498604 0.0237185 -0.0231169 0.014133 0.0616118 9.66962e-05 -0.0592324 -0.0795685 -0.0172171
internal_weight=0 24266.5 13563.7 14980.8 6145.01 9285.67 4682.05 4603.62 3196.24 11784.6 2543.31 3601.7 7418.68 93.3947
internal_count=223821 84946 138875 56022 42800 28924 14868 14056 13416 42606 18820 23980 96075 729
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=94 63 181 180 195 165 118 195 115 126 169 83 174 73
split_gain=9737.78 1524.44 1407.64 850.922 503.681 465.041 331.994 305.969 238.543 237.911 227.424 148.199 118.796 108.536
threshold=0.032126859335940679 0.30712835145314504 0.13177721637854087 37.554886211512731 0.23867231546989218 0.41063326910924786 0.13820225475744249 1.1022226932158208 0.011936543248717544 0.94204175825838943 3.20764429576777 0.37535767110886742 -0.13682078947447035 0.27468981328416137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 5 -5 -2 13 12 -8 -9 11 -1 -3 -4
right_child=1 7 6 4 -6 -7 8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.077034743450133156 0.0036085887616490071 0.027351792672436488 -0.066088527260640226 0.15164772362839929 0.031771415385321876 -0.069147499419653383 -0.02853374708499079 0.066235298482827915 0.03111043692794685 6.60345549545559e-05 0.28917010162952933 -0.029231795640279196 0.084724727222789564 -0.017246887045229014
leaf_weight=12607.26608209312 2951.4849870763719 380.91346736252308 1012.1703445240855 366.17262983322144 8189.4904278628528 1250.8409877456725 1036.425846401602 1347.7007273435593 1899.4825588390231 910.46566343307495 17.210848309099674 683.71142179518938 6869.459011182189 826.49896544590592
leaf_count=154956 6006 586 7119 476 14394 5491 6610 2343 5581 1668 67 3801 12110 2613
internal_value=0 0.0413911 -0.0573935 0.0188023 0.036902 -0.0180476 -0.0108128 0.0716995 0.010055 0.0395566 -0.0741053 -0.0745757 0.0817105 -0.0441338
internal_weight=0 22266.5 18082.8 12758 8555.66 4202.33 4774.58 9508.54 2935.91 2258.17 13308.2 13291 7250.37 1838.67
internal_count=223821 43074 180747 26367 14870 11497 21923 16707 12191 4011 158824 158757 12696 9732
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=139 95 109 155 192 128 4 99 129 38 170 101 161 146
split_gain=1862.13 516.519 669.337 497.882 393.339 288.357 264.812 264.076 220.838 207.448 378.34 176.255 167.852 154.479
threshold=-0.06072252344566037 0.51050808222826005 0.24042820134034634 -0.0095267319990997284 17.561524381271415 0.047989941252686713 -0.010155097356215326 0.45699594102039887 1.0189872497688721 -0.073094085594354985 -0.088855537461562217 0.73933242054755766 -0.19629588057950528 -0.17001699449342972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 7 -3 -8 10 -1 -11 13 -7
right_child=1 6 4 -5 -6 12 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.031266794901782156 0.035813291577516101 0.088011697693822888 0.068988696726844018 -0.010653460337603301 0.025626311702194701 0.035507191506724906 -0.046167735646159676 -0.051543183969853183 0.014799487891942751 -0.071435982187723887 0.52389611632965727 0.65093821026354959 -0.027994148082144295 0.29467794557799593
leaf_weight=48.056174455210567 4046.699047954753 430.40725085325539 4362.4462978243828 5360.3878407943994 4019.2054875884205 213.27689402550459 1966.2272157575935 197.95746223814785 851.39077142998576 3030.2565107764676 16.487045967951417 3.381428111344575 1251.3450265461579 25.778111010789871
leaf_count=1401 28297 1062 12498 54790 14351 1403 13486 801 4170 70572 432 16 20442 100
internal_value=0 0.0207809 0.0276453 0.0093354 0.0481954 -0.0494694 -0.0146543 0.0440469 -0.0277455 -0.0668564 0.110545 -0.0706308 -0.0133261 0.0634545
internal_weight=0 21234.7 17788.7 9407.09 8381.65 4588.58 3445.98 628.365 2817.62 3098.18 64.5432 3033.64 1490.4 239.055
internal_count=223821 129455 109936 83087 26849 94366 19519 1863 17656 72421 1833 70588 21945 1503
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=156 154 115 13 151 13 19 154 130 156 176 166 193 176
split_gain=3450.33 2926.16 964.197 927.053 531.105 423.283 387.049 369.748 255.124 254.95 237.653 160.259 137.683 126.512
threshold=2.1823600857637335 -0.04740476486338132 0.37287261269692301 0.0085570585005564654 0.0053380760502269508 -0.18672374547883563 0.21307819384281323 -0.0075726732826524061 -0.19213022328999546 2.6259832656886877 0.26087139317587044 -0.21806401475675477 0.067809753941953668 0.5703982602316946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 -6 9 13 -2 -3 -8 -9 -4 -5
right_child=1 6 12 7 5 -7 10 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.058655631299361882 -0.022983378699441507 0.0012707283994396834 -0.062100869804049399 0.001322384443669237 -0.043314314851947165 0.011885745702202303 0.073311421046095213 -0.054140835480639242 0.016399316136305724 0.0454976661274549 -0.00069437139436086931 0.0696082251480592 -0.013053484191622059 -0.05953814349490081
leaf_weight=8883.3635270670056 2224.6326352655888 1589.2920893058181 3273.9694047756493 1812.6768273115158 3215.0365901254117 2446.0522285737097 6861.0758879333735 115.44026669114828 6312.0601546056569 7246.023074619472 463.21831095218658 1119.5572183206677 693.57959962636232 420.85473101958632
leaf_count=59035 7949 6697 23628 6204 16988 9245 35682 458 20797 26880 1357 4166 3054 1681
internal_value=0 0.0235273 -0.0127945 -0.0323224 -0.043401 -0.0194634 0.0516331 0.0141329 0.00613632 0.0375421 0.068631 0.0580409 -0.0535267 -0.0101453
internal_weight=0 28663.9 12504.2 18013 14544.5 5661.09 16159.6 3468.53 8536.69 8835.32 7324.29 1235 3967.55 2233.53
internal_count=223821 126044 55428 97777 85268 26233 70616 12509 28746 33577 37039 4624 26682 7885
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=35 123 118 176 126 176 131 14 14 116 51 186 165 125
split_gain=9606.41 1715.68 842.752 787.763 774.412 559.21 422.04 367.437 296.931 268.961 150.271 140.29 138.217 84.276
threshold=0.043904635027289161 301.50000000000006 0.0092574886659156485 0.15119523889259093 0.90100547639302297 0.19641790832542486 0.045474670329811472 0.036344779909349902 -0.10105542696973449 0.27680826948050991 124.93795488900297 22.750000000000004 0.1452450414944326 -0.16297662662598769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 10 8 -3 9 -4 -5 -2 -1 -6 -8 -12
right_child=1 2 7 4 11 -7 12 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.08168466680026841 0.041333966328836458 -0.0021031020157942274 -0.047397577693267384 -0.061157665563290255 -0.01997602522718616 0.059421265060177433 -0.067946143556310318 -0.00010215372203817362 0.053146204268739006 0.072598587539314613 0.060338912705705974 -0.074873119540484742 0.01903057871837352 -0.045503271337993943
leaf_weight=11174.971825622022 4077.8180294372141 2549.673424102366 2571.8152401670814 282.51601213216782 619.48203676939011 3512.6618597954512 211.44379442557693 4546.650411169976 1162.1023147888482 8460.4030159711838 89.660408023744822 1872.8753645345569 1344.3426314406097 467.39502608776093
leaf_count=116728 10631 10514 10106 1494 2615 8881 581 15540 4023 25639 317 9373 3521 3858
internal_value=0 0.0320803 0.00614548 -0.0661689 -0.0274626 0.0335456 0.0563348 -0.0171894 0.0307924 0.0624304 -0.0791578 -0.0612283 0.00720975 -0.0284675
internal_weight=0 27274.8 13180.8 15669 3936.98 6062.34 14094 7118.47 1444.62 12538.2 11732 2492.36 1555.79 557.055
internal_count=223821 85413 45041 138408 17505 19395 40372 25646 5517 36270 120903 11988 4102 4175
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=11 74 157 157 73 157 134 157 182 3 114 139 73 74
split_gain=5726.68 1319.91 1012.71 705.785 703.12 594.395 842.655 378.204 257.793 178.59 74.1418 64.5324 68.3342 52.8234
threshold=-0.056172006655780773 0.028344002940505059 0.10763197192517672 -0.090904310835760505 0.1839238959822056 -0.11788202886402104 0.091581263102792229 -0.2746397763350657 0.48370347895346905 14.139320806525483 4.0835013279970687 -0.024038752632103224 -0.34136585505774802 -0.12864602108101675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 8 6 -3 -1 -2 -6 -7 -5 -13 -4
right_child=3 5 13 11 9 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.079016816467187501 0.011373653104476494 0.042600834032707952 -0.021957734511504068 -0.080905736256110208 0.042342046944588291 0.0067314875172589011 -0.0252949792197413 0.042351489846508911 0.12247401649534373 -0.06061591031602194 -0.054434545990406751 0.24794002922266234 -0.059869542353360984 -0.071548145641809155
leaf_weight=3947.2221304029226 1251.3365469388664 4012.9457144513726 330.50560912117362 5886.1131485961378 179.51495990902185 220.92241932451725 3357.1940570138395 9793.1381742358208 250.69414350017905 2739.5896704718471 1924.4048940129578 7.2441524527966967 1640.4408966787159 613.54807519540191
leaf_count=15745 5608 11755 2600 87576 755 915 10713 35736 1029 17435 9743 55 17354 6802
internal_value=0 0.0272011 0.0460009 -0.0573958 -0.025678 -0.00181098 0.0116734 0.0528844 0.0299167 -0.0542843 -0.0481358 -0.076009 -0.0585162 -0.0541869
internal_weight=0 24199.9 14684.4 11954.9 4421.14 9515.47 7370.14 13740.4 1502.03 2919.1 2145.33 7533.8 1647.69 944.054
internal_count=223821 94009 60883 129812 24827 33126 22468 51481 6637 18190 10658 104985 17409 9402
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=97 69 69 129 8 180 180 184 14 169 129 96 154 184
split_gain=8219.81 1381.99 925.563 758.779 700.088 609.489 576.761 467.517 446.044 212.902 179.164 169.584 159.496 131.726
threshold=0.17963342603626473 0.11854417951548094 0.27254527008134027 1.0198780959273857 -0.14006690429837074 40.653949129852755 36.93641231593039 0.13177721637854056 -0.0040697228032777174 5.9628816889152398 1.0187347616272378 0.31224978433979172 1.2375583248172599 -0.0049457378506015653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 8 12 13 -6 9 -4 -1 -7 -5 -3 -2
right_child=2 4 3 11 6 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.075651334607309981 -0.061420690051636709 -0.06339291455244099 0.073926125715596008 0.068285515692604812 -0.047283161657531277 0.056235738793646843 0.046837720459397526 -0.026978419489249662 -0.019611729859722621 0.48903203479544727 0.0086846687609715492 -0.01119776579301817 0.50748058677626939 -0.0081326305948078003
leaf_weight=11367.190772688016 550.51895559579134 1475.8362407013774 9963.5225283503532 320.21003130078316 893.60926232859492 2577.6443872824311 2398.7161691002548 2427.6129533313215 537.2949276342988 6.6807562857866278 1144.0638859085739 1660.0627662539482 4.9103607535362235 2947.8224355317652
leaf_count=153525 2745 6225 17174 520 3902 4879 5236 14670 1172 17 2246 2877 12 8621
internal_value=0 -0.0507758 0.0419473 0.0584327 -0.00439296 0.0134493 0.0212913 -0.0668167 0.0691401 -0.0753197 0.0416184 0.00165468 -0.0614998 -0.0165183
internal_weight=0 18574.6 19701.1 12481.1 4773.07 7220.05 3292.33 13801.5 10500.8 11373.9 3721.71 1980.27 1480.75 3498.34
internal_count=223821 183587 40234 21743 15375 18491 9138 168212 18346 153542 7125 3397 6237 11366
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=12 163 110 137 193 131 129 20 118 130 34 116 130 127
split_gain=1610.09 550.605 320.921 291.021 472.558 310.355 257.517 164.42 140.504 119.441 105.412 86.5506 75.1186 71.5129
threshold=3.5548269272931194 0.04352637710260223 0.091256524009566561 -0.0046280565457006003 0.029951462513459048 0.31455555367224614 1.0175402423687339 0.83350476528504935 -0.017272368867653213 0.73563968125132473 -0.1345536901321506 -0.068520208006132843 0.85834983819949562 0.91469611425749131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 -5 -1 10 13 -8 -9 -3 12 -2 -4
right_child=2 6 7 4 -6 -7 8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0053418199156060296 -0.028568040832490083 0.041153039455819294 -0.018680542297481739 0.056343982171867812 0.016449578621328263 0.05062956576726152 0.072259544262322381 0.031807747567748373 -0.00077653854579335345 0.25244203296729628 -0.046537480122605779 -0.070396133292272886 0.77596671580456 0.1662579576507314
leaf_weight=3987.368185935542 554.71029242500663 148.46408785320818 1456.7088743206114 6040.1932199243456 5839.7504111751914 1318.1646881718189 332.44122138619423 66.446528708562255 1268.2764322385192 38.900647044181824 1788.2578732501715 2574.276196854189 1.1629673782736052 21.213324639946222
leaf_count=39660 14669 1162 16007 23133 21861 6809 2456 726 8440 96 22521 66168 21 92
internal_value=0 0.0206416 -0.0441113 0.0280369 0.0367333 0.00856432 -0.0152862 -0.00742233 0.0143918 0.113279 -0.0398154 -0.0626691 -0.0268848 -0.016026
internal_weight=0 20722.9 4713.42 17185.5 11879.9 5305.53 3537.44 1583.27 1600.72 105.347 1936.72 3130.15 555.873 1477.92
internal_count=223821 126042 97779 91463 44994 46469 34579 16921 10896 822 23683 80858 14690 16099
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=19 157 157 31 67 138 161 112 157 67 34 157 129 35
split_gain=2863.39 1501.74 754.085 753.038 666.375 568.789 386.45 240.531 163.368 133.73 117.441 96.1684 96.1195 27.1296
threshold=0.036203333302042222 -0.23050288128808608 -0.20102387242282002 0.20989161037008364 0.079821238970936723 0.34073240411245953 -0.14108341418404979 -0.16106188623076725 -0.32170843596790943 0.46912012576774975 -0.15324738318565931 -0.3346206874821151 1.0200608549994556 3.3603141985452685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 6 5 -3 -4 -6 -2 -5 -10 13 -13 -1
right_child=1 4 3 9 7 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.073414298130278957 -0.065283928107300812 0.059550393107233861 -0.029851402503043991 -0.02771410391693975 -0.017350683666969784 0.0063907534639567609 0.011416994897280255 0.025865622302594277 0.084745862706644012 -0.058430982304283757 -0.02504754574791896 -0.050446039774792888 0.0082908258446301158 0.16583650140234463
leaf_weight=1979.4789157547057 1433.9192919619381 11110.680975895375 2999.6576506458223 2912.1386129111052 2179.7142820768058 2458.0128345601261 9317.2964836880565 3147.6933870278299 107.02231710031629 2761.2607159614563 1086.3343327865005 3012.7568713463843 306.99519342556596 4.7509155422449103
leaf_count=14999 7999 55361 17809 14582 9130 10569 32259 9475 481 20226 6082 22849 1966 34
internal_value=0 0.0283041 -0.0222882 -0.0125189 0.0381535 0.0499204 0.00136653 0.00818363 -0.0425354 -0.0426641 -0.0152011 -0.0554245 -0.0450143 -0.0728415
internal_weight=0 21523.4 23294.3 17990.4 18896.1 13568.7 12317 5327.41 2627.28 5673.4 1193.36 5303.98 3319.75 1984.23
internal_count=223821 99097 124724 84876 84535 65930 50068 18605 14562 34808 6563 39848 24815 15033
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=34 156 116 174 192 14 176 114 129 151 141 180 179 129
split_gain=8279.49 1507.26 1133.88 879.859 730.864 489.951 437.853 356.766 270.389 223.653 123.995 150.712 108.943 95.0417
threshold=0.047320186644861102 2.0273295681411336 0.21265551153910089 0.12809537031732224 17.630657532025882 0.15806078891372902 1.6574822289787325 5.5531511775073392 1.0165606556219333 -0.12051547988372414 102.24475198887608 36.981927710843387 2.0396702828415116 1.0157358379660117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 10 8 9 -4 -3 -5 -2 -1 -12 -7 -6
right_child=1 2 6 4 13 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.081352807936234547 -0.06661351072616116 -0.055653816696312808 0.06241036923866819 0.048729695487847224 -0.013918704595238578 0.048939629028223922 -0.03407470046468674 0.018414354529577983 -0.035008732719669991 -0.013732873684567302 0.087364208753118122 -0.072009909985332063 -0.059617048589839565 -0.07513898322249174
leaf_weight=10393.82598978281 1856.1666634380817 705.64683703333139 12511.145242117345 1237.984712459147 299.60132180899382 861.35143034905195 488.70841977745295 8292.5651936195791 560.04167204722762 1405.3519024811685 97.083934254944324 152.60052685812116 103.5599931627512 1651.0374875254929
leaf_count=120077 6824 4348 38324 4364 1331 2341 1122 26448 2642 4888 549 1176 241 9146
internal_value=0 0.0293862 0.0398945 -0.0650062 -0.0233435 -0.0253086 0.0587832 0.0126059 0.0226472 -0.0438278 -0.0796799 -0.010041 0.0372887 -0.0657361
internal_weight=0 26224.5 21998.1 14392.2 3748.67 4226.43 12999.9 8998.21 1798.03 3261.52 10643.5 249.684 964.911 1950.64
internal_count=223821 84536 70242 139285 17483 14294 39446 30796 7006 11712 121802 1725 2582 10477
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=167 74 145 13 156 72 159 13 158 117 13 117 177 115
split_gain=5096.63 1132.87 575.145 561.281 457.068 453.333 297.579 275.802 266.99 257.542 160.129 136.668 59.0044 72.2879
threshold=-0.077258443455408277 0.0091809692312694192 -0.22579274658139922 0.0042622667656323013 2.8410008770006532 0.27574970889971434 0.068797005003231743 -0.30040253379151821 -0.16844561350629997 1.5904528199146644 -1.0000000180025095e-35 5.6774353754359552 3.6176977828073711 0.17608204865536994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 7 8 -3 -1 -2 -4 -6 -7 -5 -14
right_child=3 2 9 12 10 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.079288289180017832 0.063221951934387566 0.082789645712158716 -0.034379191556705657 -0.078709368126920823 0.012043196926793063 -0.066391508858434936 0.015716442398131841 0.042778595694631105 -0.01814689687667646 0.0093584257139253252 -0.063492076783192047 -0.010152880410009038 0.24976279813326707 -0.029887425795574685
leaf_weight=2663.7388234362006 564.10541384294629 814.8447610065341 3954.6906320676208 5946.7758513204753 919.50601135566831 2480.5645865686238 3514.0029841810465 9268.6240607835352 1414.215755879879 2041.1574990078807 403.94659458473325 523.26407684758306 10.355060990899799 86.108068786561489
leaf_count=11009 2033 2848 14248 99064 3765 18716 10176 34895 11004 7800 3743 3754 87 679
internal_value=0 0.0254006 0.00056479 -0.0569644 0.0447448 -0.0321148 0.028342 0.0509289 0.0050549 -0.0194897 -0.0110118 -0.0565948 -0.0774509 0.000132284
internal_weight=0 23580.5 10324.7 11025.4 13255.8 4982.15 4328.85 11932.4 1978.32 5995.85 1323.45 3003.83 6043.24 96.4631
internal_count=223821 88484 35072 135337 53412 35507 13024 45904 13037 22048 7508 22470 99830 766
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=95 132 78 156 1 180 181 136 14 193 10 122 101 45
split_gain=6978.23 1243.12 700.319 583.948 510.427 568.22 504.056 365.423 275.017 251.157 230.847 104.54 101.264 95.3292
threshold=0.083844875531762536 0.19541517387640492 0.05665108865838351 1.3014031936661132 -0.090661220855857691 37.288487282463187 -0.0055280640151303337 0.13590837853729568 0.062434736642799325 0.059875208441188196 1.1650560629831548 -0.064663034477052905 1.5288642764772791 0.0062154677568903418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 8 13 -6 12 -8 -3 -1 -5 -11 -2 -4
right_child=1 3 4 10 5 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.078602903529651366 -0.067855581171538393 0.066722808184888335 -0.070839691472288399 0.0080750110649662251 -0.056171303676543764 0.075502805639326889 -0.021269029195264917 0.024744378839351624 -0.026919998722392646 -0.066164403915752248 0.067358850472176462 -0.016198669849876186 0.10783770302822782 -0.00071769002562290711
leaf_weight=8972.778805622831 1044.311488635838 9068.7499592006207 1139.5734076052904 3527.6197570860386 520.0767829939723 886.13204324245453 2502.5446887537837 5561.7623020634055 324.85907366126776 715.82734024524689 807.10606668144464 1008.9116642065346 33.869314670562744 233.61793632432818
leaf_count=139017 4738 17354 8626 7785 4645 3341 8323 12166 604 8266 1449 6439 51 1017
internal_value=0 0.0304486 -0.0602656 0.0494742 -0.0155439 0.026804 0.00187976 0.0104653 0.0634844 -0.0718851 0.0191134 -0.0369362 -0.0623365 -0.05891
internal_weight=0 22870.8 13476.9 13728.3 2779.4 1406.21 9142.49 8064.31 9393.61 10697.5 4334.73 1724.74 1078.18 1373.19
internal_count=223821 52470 171351 27192 17629 7986 25278 20489 17958 153722 9234 14705 4789 9643
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=140 130 10 133 91 130 73 129 6 105 152 107 39 50
split_gain=1382.32 384.722 424.27 390.038 293.118 246.103 170.523 182.696 145.356 212.537 163.519 94.7355 91.6991 139.484
threshold=-0.077435389101777871 0.76899963714149544 -0.12648415796544102 0.054917948545676783 0.12842537254986733 0.007716007358640112 0.94387646631015987 1.0242097202916225 0.27882592250873545 42.005310215576465 -0.48123400080645962 -0.3298307187700546 -0.064898097610023783 -0.086569294631865204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -3 9 -7 -10 -8 13 -1
right_child=1 6 4 -5 -6 8 11 -9 10 -11 -12 -13 -14 -15
leaf_value=0.018790185239958665 -0.0069718076850830996 0.11294379312623104 0.0082156442796691084 0.036914520392443223 -0.037091697995964616 0.02460456583898607 0.083015833028503183 -0.096681204217648961 0.21340370651931795 0.73707121851742985 -0.041972853590285845 -0.036166795868506157 -0.071448001069735576 0.69818280442241432
leaf_weight=54.023639334365726 2575.6209201067686 740.5351396817714 6368.6838633175939 9474.7124115806073 1840.6119017768651 450.35009706299752 109.33162702620029 44.049179658293724 25.672852585092187 4.2263264376670113 1073.1104731131345 171.01739394851029 2175.7451753821224 3.2009798791259518
leaf_count=1663 24598 1996 47051 43461 17227 5413 332 303 122 13 19633 709 61228 72
internal_value=0 0.0186696 0.0155901 0.0275343 -0.00194275 -0.0468976 0.0772548 0.101175 -0.0163304 0.0312286 -0.036006 0.0103125 -0.0681615 0.0567934
internal_weight=0 21324.6 20259.6 12050.3 8209.3 3786.33 1064.93 784.584 1553.36 454.576 1098.78 280.349 2232.97 57.2246
internal_count=223821 135677 132337 68059 64278 88144 3340 2299 25181 5426 19755 1041 62963 1735
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=157 154 44 13 158 167 121 99 157 81 126 126 158 173
split_gain=2207.85 2291.68 803.312 527.87 484.391 456.123 283.72 261.773 237.257 226.37 185.99 55.9247 40.2859 39.9494
threshold=-0.17411857966044378 0.072001561010729326 0.39526816713185559 -0.056412010437745352 -0.13114208821154386 -0.15835114127230565 0.35380757882418395 0.21829841270807526 -0.32592946301694592 1.8166894530811681 0.91994136529040893 0.94405155691261056 -0.26156311053996922 0.39036575105874122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 8 -2 -5 -3 12 -10 -4 13 -1 -6
right_child=1 3 10 6 11 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.069330225691556363 -0.034639227497179438 0.029644518927974418 -0.057236908658057722 0.067583009172427308 0.062728107004953487 0.010747798782484502 0.012118066269729277 -0.035207323034278579 -0.037725140662110739 0.062231195121060484 -0.011644753159507757 0.1272330640700588 -0.0016030739262036461 -0.041137470612317428
leaf_weight=3163.2313308641315 2625.8286428749561 3238.2834484986961 3162.2856843285263 7736.9519413113594 205.67948481813073 14124.911025241017 1047.0721628665924 770.51132123544812 5385.6856452189386 236.51779511198401 1247.8452497199178 119.15048909559846 90.334948725998402 45.162232927978039
leaf_count=23397 14267 13870 22245 43985 1066 52256 3270 3175 37932 1081 5929 568 585 195
internal_value=0 0.0138356 -0.00636435 0.0472487 -0.0412844 0.00363298 0.0609715 0.0171797 -0.0459576 -0.0335201 -0.0443366 0.0708229 -0.0674498 0.0440279
internal_weight=0 33953.7 21160.9 12792.8 9245.76 16750.7 8784.02 4008.79 8875.77 5622.2 4410.13 369.992 3253.57 250.842
internal_count=223821 158997 94697 64300 64824 66523 47255 17045 62995 39013 28174 1829 23982 1261
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=124 67 67 181 118 124 106 115 173 106 108 40 64 75
split_gain=7063.79 1432.23 1340.31 781.077 707.726 413.771 341.804 268.597 247.853 161.01 103.11 55.4692 99.2225 33.8793
threshold=-0.072452039814441219 0.031935627278978182 0.061499525986808169 0.039659640312062622 -0.008769748013247999 -0.21837379197452053 0.31920159429915923 0.021034470777464166 0.27287288757776779 -0.03023233172487054 1.3092715238166222 32.843216665966033 -0.021236865841995731 0.00053363781262036629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 11 8 6 -6 -3 13 -4 -5 -9 -2 -13 -1
right_child=2 4 3 9 5 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.02135435723945097 -0.080419357155552651 0.039627070312840684 -0.0051033887824556597 -0.063734883887087548 0.041789666850623436 -0.0014864409384963253 0.075572251387181766 0.057736247113988531 0.057624777400179877 -0.02603550759488741 -0.018631960529735349 0.11287935319418603 -0.058869627388734136 -0.077090147760001296
leaf_weight=121.09730883687735 9012.4957121498883 4866.1727751940489 1405.2630486562848 2427.8485663197935 4579.5140955410898 4268.7740639410913 5796.7500332072377 208.71547670289874 1141.6166365146637 2123.9676815904677 1156.1174364574254 38.685259968042374 257.78313471004367 1097.177616648376
leaf_count=922 111806 13823 5299 12618 14130 12688 19753 678 2868 7737 4360 224 2143 14772
internal_value=0 0.0325549 -0.0540608 -0.0213312 0.0418189 0.0209115 0.0591682 -0.0374192 0.023014 -0.0461436 -0.00695344 -0.0790193 -0.0364586 -0.07155
internal_weight=0 22094.3 16407.7 7098.7 19511.2 8848.29 10662.9 2583.11 2546.88 4551.82 1364.83 9308.96 296.468 1218.27
internal_count=223821 81126 142695 28522 60394 26818 33576 20732 8167 20355 5038 114173 2367 15694
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=166 166 114 139 13 21 78 158 76 95 78 186 44 140
split_gain=4374.62 996.592 578.081 456.259 433.979 371.054 239.464 251.267 231.817 212.029 182.941 85.8277 46.6896 30.2659
threshold=-0.061610761491723655 -0.28463416055027918 4.0835013279970687 -0.020933874120427857 -0.18672374547883563 0.1743858078074311 0.10872364134330932 -0.15144085263842022 -0.028336471798495494 0.021571391617682133 0.16330376928365467 59.750000000000007 1.4470848048948903 -0.12588959761168186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 12 -4 9 7 -5 -7 -1 -3 -8 -2 -14
right_child=3 2 4 6 -6 8 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.065164650974163754 -0.079913722000689233 0.058196549427464321 0.018661324428766238 0.028388142149420755 -0.019768606426822419 0.10323552667895988 -0.070616565056883754 -0.038056771283228291 -0.017642030951210422 0.029065712318714243 -0.072698820978671114 -0.0054035321676552265 -0.060134078138260508 0.016803292895222179
leaf_weight=5882.4552926719189 5055.427627146244 2148.0109778083861 5111.7712529562414 902.25899917632341 6911.8217618260533 183.45280510932207 1520.259613757953 1541.4624743964523 1173.7381741292775 2249.1850438937545 112.35813091695309 232.7102500833571 147.2172432038933 78.338275289162993
leaf_count=26815 91642 8366 17247 3923 29089 711 13538 18509 3651 6037 211 1998 1479 605
internal_value=0 0.0219801 0.00529222 -0.0583684 -0.00343031 0.0471011 -0.0337558 -0.0135243 -0.0013029 0.0551798 0.05169 -0.0619594 -0.0779276 -0.0334128
internal_weight=0 23772.8 14284 9477.67 12023.6 9488.83 4196.69 2443.72 1357.19 8131.64 2260.37 1752.97 5280.98 225.556
internal_count=223821 92127 54913 131694 46336 37214 37968 22432 4362 32852 8577 15536 93726 2084
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=64 63 193 73 129 129 136 69 195 178 94 195 118 155
split_gain=5827.33 1180.73 839.053 517.236 374.551 289.34 286.711 285.651 347.087 283.599 281.814 271.018 168.105 86.4148
threshold=0.10538394728843561 0.19133103395666703 0.038297048791674428 0.25064006673484523 1.0189294252349985 1.020384058374135 0.2936827852299172 0.13821907780213069 0.21459582336830788 -0.093034752272747032 0.017764277164322665 0.67475428066249521 0.094301170550916427 1.5877665493151827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 12 6 -5 -3 -1 -9 13 -11 -6 -2 -4
right_child=1 4 9 5 11 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.077311102588392244 -0.062752782104605886 0.029458017285557858 -0.061050888958433629 0.026068183472584001 0.061390624142399979 -0.026339499145054287 0.072387271086662458 0.11506584521292865 -0.045684751005978859 -0.033464386239658944 0.028150587682818431 -0.010150498551005138 -0.0092030699002678077 0.2595511783540656
leaf_weight=8227.5929981134832 1168.4043652471155 2038.055922511965 1144.5123830791563 6566.2766882926226 844.33440683782101 1254.7710004970431 6573.8847214467824 152.92677685618401 1103.7960521802306 1379.4196771476418 1607.2288449034095 1420.2197517603636 1176.5285785440356 8.4694896414875966
leaf_count=139304 7857 3570 10493 13524 1508 2477 14088 513 5316 11763 4659 2690 6016 43
internal_value=0 0.0298108 -0.0541331 0.00530914 0.0527119 0.0176601 0.0622279 -0.0705285 -0.0261235 -0.0165697 -0.000307032 0.0165235 -0.0358852 -0.0586958
internal_weight=0 21042.5 13623.9 10166 10876.5 7821.05 8611.94 9484.32 1256.72 4139.63 2986.65 2264.55 2344.93 1152.98
internal_count=223821 51730 172091 29874 21856 16001 17658 145133 5829 26958 16422 4198 13873 10536
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=139 159 181 23 127 127 107 34 6 127 46 98 48 98
split_gain=1208.69 356.139 301.724 366.793 273.393 233.994 200.126 178.448 177.438 151.415 133.881 205.387 122.212 66.9011
threshold=-0.079790599975588253 0.2904597157853725 0.11119524676247715 0.04237199828205393 0.36775787153253747 0.0505442365741407 -0.4144335755175263 -0.049345687695194949 0.29935371880035816 0.81649292718788613 -0.064465522987961613 -0.036618938494359272 28.460872177311021 0.66519614455866549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 10 -3 -6 12 -4 11 -1 -7 -12
right_child=1 4 9 -5 7 8 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.3644553656461143 0.015251231906382551 0.11948932680705758 0.0023227161494222648 0.051810114009660617 0.09278263764197886 0.0038411956006132435 -0.022655112346990271 0.0046161885533253059 -0.038042394364462079 0.080169036787397008 -0.071849733192104456 -0.031829396026395208 0.11976491000397496 0.054325669990623882
leaf_weight=17.877815146930516 5292.5320128267631 101.81510382145643 5456.9994758572429 5699.8687135921791 394.10998908430338 264.89197894558311 3643.6855368614197 549.84297605697066 780.52516652829945 261.84595526754856 2143.4060978591442 48.7183045623824 138.48961740173399 42.863018956035376
leaf_count=506 48029 511 22577 17239 2167 3755 40294 4213 14581 591 66474 1513 894 477
internal_value=0 0.0176825 0.0245162 0.034208 -0.00666976 -0.0462058 -0.0187912 0.0414266 -0.0102114 0.00588703 -0.0651213 0.0745538 0.0436403 -0.069376
internal_weight=0 21400.7 16711.2 10992.4 4689.45 3436.77 3745.5 943.953 1183.91 5718.85 2252.87 66.5961 403.382 2186.27
internal_count=223821 135621 88436 65268 47185 88200 40805 6380 19230 23168 68970 2019 4649 66951
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=19 139 155 139 44 163 176 173 129 1 33 1 33 18
split_gain=2001.13 879.867 616.956 530.256 695.531 325.321 204.423 202.704 128.601 124.848 116.811 98.9863 86.0758 16.7885
threshold=0.055746790769063102 0.31394795670418746 0.098654637986571855 0.16115181968388745 0.43852794690861746 -0.2183992409381649 0.32409675002432897 0.25832958677634887 1.017338459228976 -0.37425743952261481 17.99833891587226 -0.3662926751946281 22.451214073196912 1.1990770763636311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 -1 -4 -2 -6 13 -11 -5 -13 -3
right_child=1 9 6 11 8 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.045337870065254124 0.024115891641248995 -0.068378918769203476 0.06167622171459463 -0.072270311165419293 -0.059910111733050324 0.00725957545751369 -0.0078325083258810359 -0.019479483146628632 -0.018453722215144058 -0.039818005230350284 0.0037020291344117724 -0.055256403172076363 -0.028103958924063491 0.019284221470241128
leaf_weight=1304.2228376232088 6915.348199557513 526.55390104278922 6852.0626270622015 959.06450389698148 2516.0835595093668 11954.813631672412 450.95450295507908 1261.0420678593218 1065.007067989558 977.4697997495532 1671.229974579066 1766.5628742016852 3442.9596889652312 22.791889149695635
leaf_count=12471 27354 3208 42167 8031 19832 46754 1324 5233 5277 5463 8085 13232 25248 142
internal_value=0 0.0263945 0.03626 -0.0176639 -0.00847595 0.00208584 0.0573841 0.0173922 -0.0475811 -0.0213567 -0.0123585 -0.0427467 -0.0373114 -0.0647418
internal_weight=0 18677.5 15479.4 23008.7 16840.1 13259 7303.02 8176.39 3581.09 3198.05 2648.7 6168.59 5209.52 549.346
internal_count=223821 92976 76078 130845 84334 59225 43491 32587 25109 16898 13548 46511 38480 3350
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=139 116 35 129 52 124 116 152 95 177 174 174 192 112
split_gain=6112.84 1394.82 1009.43 844.993 414.677 392.874 333.665 235.122 230.547 194.824 166.544 89.1386 209.064 59.0469
threshold=-0.052665226844534473 0.023596716732236674 0.043904635027289161 1.0170086512023868 0.27460751165618702 -0.15661927013231478 0.18031433110114367 -0.1167673207940554 0.0035554972461678109 0.087554391706033227 0.27074854168828849 0.30664518544874991 17.043799237188203 -0.14161699730951713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 4 -3 9 -4 -8 -5 -1 -7 13 -13 -2
right_child=2 3 6 8 -6 10 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.027233462060265435 -0.033900045966069194 0.029519513192687197 -0.059797231147278487 0.023988690815753839 0.06342904776122181 -0.070146834357787527 -0.038198123558327565 0.019163764643198949 -0.018727674312529894 0.065552951406801702 0.02880272334454876 0.044993679090722938 -0.071784024036340641 -0.080800500204580072
leaf_weight=464.34867901727557 277.64148223400116 6304.4759416133165 1362.8328300155699 2407.7334632650018 8426.5817157700658 1861.4784120842814 1090.4902740865946 2072.8759595677257 2658.6535005643964 441.41097425669432 187.20548020303249 196.83053290843964 693.29403395950794 8097.4373097456992
leaf_count=3409 2483 19311 9049 7723 30145 26534 3290 5945 7961 1363 571 887 4615 100535
internal_value=0 0.0272359 -0.0571388 0.0368009 0.0489167 -0.036858 -0.0184314 -0.000610291 0.00157271 0.0179849 -0.061105 -0.076048 -0.0459613 -0.0792457
internal_weight=0 22751.9 13791.4 19797.4 14731.1 2954.44 4526.2 3163.37 5066.39 905.76 2048.68 9265.2 890.125 8375.08
internal_count=223821 97017 126804 65140 49456 31877 18284 9235 15684 4772 27105 108520 5502 103018
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=160 116 13 157 136 104 125 157 107 156 111 3 176 116
split_gain=3563.44 784.032 554.319 526.722 434.294 432.001 398.975 272.535 210.816 325.008 118.795 109.728 72.334 44.2255
threshold=-0.069118008488895169 -0.0085750727792537097 0.0042622667656323013 -0.18646574876189634 0.018764057748386884 0.16598011856303033 0.17451094707340264 -0.14594046499487087 -0.070236632533549628 2.499179089099516 1.0256113970576364 11.897279328261577 2.2978302621911078 0.26316612625807201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 7 -5 -2 10 -10 -3 -7 -4 -14
right_child=2 8 12 6 -6 11 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.06540109297530447 0.056898791737520694 -0.04400690744458674 -0.077568792328919542 0.025882692305102241 0.021287524303658416 0.046535659945116048 -0.02512975829109897 -0.01946703678549952 0.019004474635039098 -0.059110431818895831 0.043557093056523583 -0.059161299021831294 0.084903856787997015 -0.039665374976529326
leaf_weight=5492.2149129137397 708.48019586503506 1940.0690643750131 4779.3763172645122 5723.935319731012 3759.2652689777315 102.33588019385934 2094.0943405814469 1372.986461116001 2665.217100225389 665.66019767336547 168.38166454434395 2440.8189240787178 39.34733553417027 103.38534501753747
leaf_count=24932 2614 6900 97938 24601 11605 539 6526 12790 8755 4638 599 20181 278 925
internal_value=0 0.0207923 -0.052117 0.0313277 0.0474759 -0.0272576 0.0122188 0.00652602 -0.0122696 0.00339358 -0.037014 -0.0549081 -0.0754739 -0.00532519
internal_weight=0 22508.8 9546.73 17069.5 9251.48 4624.62 7818.03 2081.47 5439.33 3330.88 2108.45 2543.15 4922.11 142.733
internal_count=223821 88556 135265 67664 36537 36124 31127 15404 20892 13393 7499 20720 99141 1203
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=95 63 189 69 173 19 195 8 133 176 193 90 154 17
split_gain=4996.54 1237.67 587.472 575.402 395.577 336.883 328.408 307.534 284.934 236.411 209.341 200.931 96.9508 72.0925
threshold=0.056183329472088532 0.30712835145314504 35.500000000000007 0.11854417951548094 -0.1448658356184164 -0.23599305552033603 0.77207863266715948 -0.14722042907954833 0.10976093641992964 0.01358966193543862 0.072107080392673675 -0.0012116228871262432 1.4786499462486267 0.059307229949848363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -4 -2 11 12 -9 -8 -1 -3 -5 -12
right_child=1 6 4 7 -6 -7 9 8 -10 -11 13 -13 -14 -15
leaf_value=-0.076966508987654517 0.033355405354757353 -0.090344968790873212 -0.053830197734733867 -0.072766361924627751 0.026634328339264903 -0.030914186792594375 -0.05148555387466363 -0.039477669732726733 0.073675723694990009 0.039044628406034419 -0.054663025076458364 0.074028261241935372 0.36368685156978464 -0.0082820527570092502
leaf_weight=7535.7142127305269 994.91146647371352 75.525590538978577 653.94329428486526 464.624367011711 9298.1843938138336 4524.8179386183619 335.47922839224339 357.41442646458745 589.73216554149985 2057.9901678860188 765.62067297101021 4850.6500794962049 5.1458775997161856 596.01628700643778
leaf_count=143199 2579 65 1566 3958 21774 16984 796 2422 1644 4356 7939 11370 8 5161
internal_value=0 0.0228636 0.00683522 -0.0610207 0.0213471 -0.0193298 0.0567436 -0.0018339 0.0309763 0.0263555 -0.0704462 0.0715082 -0.0679854 -0.0343611
internal_weight=0 22791.5 15471.9 10314.3 9952.13 5519.73 7319.65 1416.92 947.147 2393.47 8897.35 4926.18 469.77 1361.64
internal_count=223821 59490 42903 164331 23340 19563 16587 8032 4066 5152 156299 11435 3966 13100
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=12 163 114 90 128 129 73 182 111 166 108 166 74 63
split_gain=1038.41 327.026 312.704 245.348 240.396 167.271 147.473 109.241 103.902 92.4325 79.1365 77.2327 77.2026 73.6797
threshold=3.5548269272931194 0.067909270842253941 3.9348463899594193 -0.038605950663916082 0.12414531909518238 1.0175402423687339 -0.24603633366037705 4.3041432276556835 0.18465206997813216 0.073071600646167731 1.7240046848199546 0.2203676166694295 1.3024483730573999 0.11046488965420995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 8 11 -1 10 12 -10 -6 -3 -2 -7
right_child=4 5 3 -5 7 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.082487838020450982 -0.067869487308345494 -0.016145360604730399 -0.024410598699553299 0.030179073809715198 0.0065016895285651471 0.03227863535388701 -0.027796319067652293 0.30711356414917679 0.0059961485772661513 -0.061519429140155638 -0.058868587018195695 -0.061304775125702121 0.71993878230047825 -0.014377906010469003
leaf_weight=131.97523795161396 1906.7229643827304 870.35840092692524 870.59591244813055 15157.074563832022 1057.1874637212604 784.24810656905174 1492.1526405606419 11.316710606217383 445.29887803737074 372.31940350029618 224.51862068474293 670.41887287888676 1.2447269912809122 595.46961827017367
leaf_count=1100 60118 10760 9320 69050 15338 4468 14951 52 7212 12724 2323 11053 12 5340
internal_value=0 0.0178485 0.022977 0.0272139 -0.0377282 -0.0131482 -0.0188347 -0.00221812 -0.0545743 -0.0247485 -0.00494933 -0.035795 -0.0673555 0.0121422
internal_weight=0 20572.3 17651.8 16027.7 4018.61 2920.49 1624.13 1293.02 2725.59 817.618 1281.71 1540.78 1907.97 1379.72
internal_count=223821 126042 94421 78370 97779 31621 16051 17713 80066 19936 17661 21813 60130 9808
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=156 52 19 14 151 115 156 63 68 23 152 180 115 189
split_gain=1922.97 1259.01 559.96 497.161 379.962 311.443 274.999 262.832 243.001 141.581 133.637 119.24 108.777 82.5717
threshold=1.7769133161522275 0.3438480998255754 1.0000000180025095e-35 0.040489607950678581 -0.0027162403457520585 0.041727819266850603 2.4757764996998883 0.38789369118311584 0.22839874818488923 -0.040930654291810621 -0.16228321232397444 37.41834002677377 0.40140683055909893 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 13 -4 -2 -6 9 -3 11 -5 -10 -1
right_child=1 8 5 10 7 -7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.034368502216593842 -0.020788835908770609 -0.025834904704580108 0.04920322483777876 0.02226774339122891 -0.00024798675024582635 0.019211938304292485 0.017318753794837227 -0.058365992649109279 -0.020008697548783871 0.036174852654261146 0.042157863478701818 -0.053055809209609631 -0.057269860979503852 -0.06290002698684645
leaf_weight=1294.1649454645813 2676.6642117351294 763.01847611740232 9030.3862887248397 454.53227714449167 2782.564848465845 5615.7039741054177 6473.7222271077335 1080.2167640663683 1197.6517851985991 711.57950998842716 945.49937659502029 390.91614263132215 2265.5328596197069 4691.1147411689162
leaf_count=12119 14598 2702 55047 1768 14440 18123 23701 7331 6546 3000 3484 1321 22477 37164
internal_value=0 0.0160437 0.0255788 -0.0321373 -0.040951 0.0377038 0.00617155 -0.0165005 -0.0299085 0.00408842 0.0163273 -0.0125602 -0.0443841 -0.0567308
internal_weight=0 28734.3 23796.5 11639 9848.06 14646.1 9150.39 3862.78 4937.78 1474.6 1790.95 845.448 3463.18 5985.28
internal_count=223821 146194 111469 77627 71054 73170 38299 21771 34725 5702 6573 3089 29023 49283
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=68 193 44 111 34 112 126 121 115 70 45 14 52 116
split_gain=5165.35 2067.9 967.071 440.381 431.416 383.025 235.451 221.45 146.051 112.514 44.0739 43.5792 31.4209 35.4703
threshold=0.028654300823244352 0.036465403460025275 0.27799920023304209 0.13870495254660933 0.060289702448273974 -0.1639926208955664 0.92235881965169553 1.1918468580317774 -0.018287879318613382 -0.026427770773522163 0.24556735262067966 -0.015539565282074385 0.014854253884094887 -0.03728896767264251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 11 -2 -4 -6 10 -10 -1 -3 -5 -14
right_child=1 4 6 12 7 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.073040085811823988 0.034697409233189341 -0.074068448783950511 0.068606046736747292 -0.081819112415658451 -0.0019267483368716892 -0.0037665938024177476 0.017280416456995441 -0.057991675612275688 0.01664559190912519 -0.041982879157124842 0.27878614449338873 -0.039147401383888003 -0.084354769280076486 -0.050252309843283507
leaf_weight=499.7313623316586 5309.5117095187306 1596.8230057153851 7052.9037119932473 6277.0995854772627 4047.0431704111397 5052.5214558597654 1023.4861445426941 853.01698188856244 797.01477450877428 555.46245403029025 3.5861693546175948 460.39239347539842 523.3973122946918 730.91896366514266
leaf_count=8463 15893 12026 27296 99179 11445 21099 3450 2253 3397 3512 10 2891 6860 6047
internal_value=0 0.0186327 0.0361611 -0.0681802 -0.0278217 0.0159424 0.0621018 -0.0116867 -0.0245468 -0.00743312 -0.0705333 -0.0662533 -0.0789318 -0.0644825
internal_weight=0 25395.7 18438.4 9387.21 6957.28 10362 8076.39 4900.06 1855.79 1352.48 503.318 2057.22 7531.42 1254.32
internal_count=223821 96353 67738 127468 28615 36992 30746 13698 15382 6909 8473 14917 112086 12907
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=160 73 13 140 13 159 195 104 181 107 160 119 39 73
split_gain=3007.61 820.593 511.911 411.589 356.853 325.874 301.696 219.422 280.062 217.965 101.939 84.1679 51.8193 42.786
threshold=-0.046030954833854672 0.041821216192082643 0.096707620583730378 -0.026179550295386905 -0.29303248546774446 0.11022935490157866 1.3234257563684662 0.19582842396678818 0.28098152139018268 -0.22296412791632103 -0.33604159964589619 0.18551923859960925 5.7603676106275818 -0.012220982980064502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 9 -7 8 -5 -3 -4 -9 -2 -14
right_child=3 5 10 7 -6 6 -8 11 -10 -11 -12 -13 13 -15
leaf_value=0.068337640362602523 -0.077369542349609494 -0.024409390800590715 0.086947901256392054 -0.027802233283686931 0.028482317412497956 -0.026806554512017435 0.053946399464348364 -0.072540236243748071 0.061627660613999435 0.034002032802007899 -0.064576378916575278 -0.030888738077333756 0.14277400251576541 -0.033971712792728197
leaf_weight=2882.5321217402816 4039.5999391376972 856.20246397331357 47.915883928537369 1456.2906919959933 10182.38816549629 5360.0337010156363 506.35632051713765 1082.2815103400499 461.03816762939095 2516.3863371983171 604.99390942975879 879.35319869965315 17.035903165116906 69.867892719805241
leaf_count=13239 87324 2144 188 18602 41859 21265 1818 11148 2801 8268 6856 7503 172 634
internal_value=0 0.0174413 0.0329572 -0.053742 0.0372757 -0.0055964 -0.0198364 -0.0303551 -0.00629805 0.0191731 -0.0534563 -0.0538689 -0.0757259 0.000676059
internal_weight=0 22956.8 13717.8 8005.47 13064.9 9238.98 5866.39 3878.96 1917.33 3372.59 652.91 1961.63 4126.5 86.9038
internal_count=223821 95637 62142 128184 55098 33495 23083 40054 21403 10412 7044 18651 88130 806
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=64 87 94 180 195 126 181 195 180 181 6 142 118 169
split_gain=4146.71 892.451 672.059 494.955 587.208 494.278 311.204 288.622 276.727 268.208 201.328 118.87 110.938 109.251
threshold=0.10538394728843561 0.11853518995704027 0.026781925154723461 36.848058902275774 0.23049502362980537 0.95352253048880853 -0.0055280640151303337 0.69683908866337807 37.554886211512731 0.13177721637854087 0.045007014854090248 20.54084970110474 0.82352031176237872 5.9628816889152398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 -4 -5 8 11 -7 -3 13 -8 -2 -11 -1
right_child=1 5 3 4 -6 7 10 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.072997879597065093 -0.059872338691594154 0.022842040032631128 -0.068479066812964548 0.17781430603396031 -0.0010244753720479703 0.047792837796121201 0.11019910538380893 -0.030256705962093702 0.061453391051736132 -0.037028872041141199 0.0032045579643099351 0.34167745007042866 0.042159471606850407 0.4077485623585651
leaf_weight=7125.4065588079393 890.82061250321567 2494.2541042640805 1036.6835270449519 201.80483685433865 2035.0327361039817 737.95019417256117 180.45370668359101 1323.5875597447157 7255.9295575618744 1308.1118172649294 6917.1747180856764 7.4336847513914099 204.5790541395545 4.7302153110504142
leaf_count=145008 6637 5415 7041 279 7241 1347 293 2513 15646 11193 19862 17 1319 10
internal_value=0 0.0247053 -0.0499495 -0.0113615 0.0151101 0.0421697 -0.00109347 -0.00231801 0.051576 -0.064565 0.00592484 -0.0565492 -0.0263193 -0.0726789
internal_weight=0 19807.6 11916.3 3273.52 2236.84 11811.7 7995.88 2061.54 9750.18 8642.83 7097.63 898.254 1512.69 7130.14
internal_count=223821 51730 172091 14561 7520 24921 26809 3860 21061 157530 20155 6654 12512 145018
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=158 66 97 76 0 128 55 136 129 48 167 195 58 143
split_gain=918.443 301.949 261.553 418.48 195.507 150.655 123.449 238.596 118.776 169.54 98.6317 175.276 90.6462 87.283
threshold=0.10084672824153322 10.636757989757252 0.52621934187750152 1.3773198865963614 0.67043730396413059 0.15292721471143678 -0.22857204936418826 -0.074998464493611319 1.0153163336371029 129.76644987669246 -0.16555262177606403 0.34659115668535395 -0.16001060833358013 18.166516362129645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 12 -10 11 -7 -3 -12
right_child=5 8 4 -5 -6 10 -8 -9 9 -11 13 -13 -14 -15
leaf_value=0.021687882778984088 0.61734677369282098 0.16141497847576675 -0.063334663776413211 0.11718440082359119 0.0044810956355753502 0.29165115154663801 -0.059745256977970319 -0.019080364389376697 -0.0175285421954396 0.079214980541802787 -0.019011538943700741 -0.054743077313776978 -0.071687314014918554 0.29404885278548049
leaf_weight=16246.958466053009 7.8506571184843805 17.318855486810207 544.7655411651358 472.21763574890792 1935.431134885177 29.985306544229388 2189.6189326345921 23.595232813619077 1645.7510808892548 203.54997154790908 534.10156343411654 28.484043451026082 453.89631109405309 9.0568221379071456
leaf_count=95823 167 121 4540 754 7939 208 77777 727 14892 1391 11788 292 7359 43
internal_value=0 0.0157716 0.0198897 0.0243851 -0.0104144 -0.0448961 -0.05692 0.139808 -0.0183005 -0.00688012 -0.000506957 0.122901 -0.06312 -0.0137915
internal_weight=0 21519.9 19199.4 16719.2 2480.2 2822.69 2221.06 31.4459 2320.52 1849.3 601.628 58.4693 471.215 543.158
internal_count=223821 132819 109056 96577 12479 91002 78671 894 23763 16283 12331 500 7480 11831
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=156 52 166 168 189 124 156 115 22 141 45 102 161 156
split_gain=1614.62 1136.12 631.589 406.259 388.889 295.981 288.677 243.906 260.128 201.363 106.711 77.7654 64.2039 47.2361
threshold=2.2873832473060203 0.24792061987647959 -0.23386390136397087 18.38459792703155 34.500000000000007 -0.13362424353981539 1.46316369512775 0.44177790485691387 0.25293024619068344 8.1994795726493255 0.15019946164525264 0.087261933613188611 -0.19300493580022868 1.3821839424632436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 5 9 -2 -6 8 -3 -4 -9 -5 13 -1
right_child=1 7 4 11 6 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.070667995620817409 0.014587241253889816 -0.0078046069816692905 0.036785818080233526 0.063301562013397442 -0.042285896496821518 0.044318591044946842 -0.0023427302622309131 0.0059500506669878245 0.16922947587565723 -0.0068115285986634442 -0.055640806769273424 -0.032043587455961996 -0.015637658512122964 -0.048373963330439411
leaf_weight=1951.1881659235805 4708.2605520300567 3622.726456977427 1979.2640068307519 92.734195396304131 4074.1051809340715 11592.979618888348 3254.9297475032508 332.89398639276624 84.945380505174398 2279.5077993087471 1815.1998635977507 1103.274200566113 360.22300503961742 1852.8700950872153
leaf_count=22688 17246 16145 8825 388 22889 61819 13741 1838 542 10045 20035 3653 2486 21481
internal_value=0 0.018844 -0.0225856 0.031604 -0.0105819 0.0357313 -0.0245466 -0.0192831 -0.00374863 0.0134503 -0.046096 -0.0246509 -0.0559881 -0.0598091
internal_weight=0 23353 15752.1 17497.2 11587.8 16301.2 7329.03 5855.77 3707.67 4258.77 2148.09 1196.01 4164.28 3804.06
internal_count=223821 121666 102155 83106 55500 79065 36630 38560 16687 18870 21873 4041 46655 44169
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=67 139 126 118 123 118 112 195 195 115 35 123 139 195
split_gain=4537.47 1642.12 798.286 379.083 333.78 293.771 182.772 141.688 120.705 144.184 107.751 50.7903 44.6538 36.7164
threshold=0.013664559823288227 -0.014864774945334636 0.9128015644411972 -0.043182760958422578 417.50000000000006 -0.018894843573211469 -0.14730739833210524 0.23331437854474663 0.31448302233820796 -0.018287879318613382 0.084833112063690055 194.50000000000003 -0.20588966933603811 0.29650819654301447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 7 -4 8 -3 12 -10 -6 13 -1 -8
right_child=1 4 5 -5 10 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0054689799917104496 0.060457035818202047 -0.091101433790138783 0.023789852419313012 0.02669017746705642 -0.06760197251703573 -0.016999886122561012 -0.064378777953350702 0.0096866673729726974 -0.081636533933582445 0.043824316065745328 -0.029480445285261128 -0.078946326485921606 -0.081961242647247565 0.12292458274544615
leaf_weight=96.356613256037235 6141.5452233608812 153.76037552207708 3138.2754228152335 7248.8378766961396 2186.1756872199476 4036.9088116101921 20.442142609506845 1501.9078383669257 129.65000915713608 312.12709853053093 1121.9650659523904 6685.2647078651935 366.96277867257595 21.444678116589785
leaf_count=707 23437 445 11241 27119 17495 13923 131 4910 1972 1383 4753 113374 2861 70
internal_value=0 0.0152953 0.0277553 0.0421775 -0.036328 0.000840692 -0.0725823 0.00032657 -0.0303936 0.00700484 -0.054673 -0.0782585 -0.0660531 0.0315144
internal_weight=0 25529.4 20565.6 13390.4 4963.81 7175.18 7632.25 1655.67 905.096 441.777 3308.14 6727.15 463.319 41.8868
internal_count=223821 103323 75720 50556 27603 25164 120498 5355 6923 3355 22248 113575 3568 201
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=13 73 157 96 136 117 94 167 11 83 157 176 28 142
split_gain=2613.36 1330.09 712.29 466.714 341.247 266.736 273.799 200.229 188 124.794 59.6091 80.2296 45.2557 40.3864
threshold=0.055920467282213893 0.2581676374798027 -0.18949558305306605 -1.0000000180025095e-35 0.028041414218680356 3.1178523750029403 0.021240625678972523 -0.23860952321238629 -0.12839059261510224 -0.15819597479558409 -0.15841031991420901 -0.19480769124887326 -0.064657291833820296 3.5471533027623772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 9 -7 -2 11 -9 -11 -12
right_child=7 5 3 -5 -6 8 -8 10 -10 12 13 -13 -14 -15
leaf_value=0.061673602776037929 0.11617737053260949 -0.003839987233173216 0.024721565662635031 -0.019711797071999965 0.022722629710100774 0.047446701530754115 -0.057180973090997268 0.27789304776403534 -0.021173871151951518 -0.090083980694144042 -0.077429110386506128 -0.033129401787073291 0.0055622969029304574 -0.002031481772777725
leaf_weight=5286.6587857194245 81.829701591283083 1387.8200533557683 5702.5958670582622 4037.670898957178 3914.7701912820339 659.84054127521813 3138.4923934582621 8.6924948059022409 1010.9688978157938 77.434634763747454 4243.4814159814268 180.80045571364462 136.97956058010459 72.25229075178504
leaf_count=26111 306 4867 28685 20177 12205 2280 20404 47 7596 242 98201 1406 482 812
internal_value=0 0.0119933 0.0251503 0.00630243 0.0451018 -0.0282212 -0.040826 -0.06852 0.00592595 0.011116 -0.0737566 -0.0188621 -0.0289799 -0.0761668
internal_weight=0 25138.8 18941.7 9740.27 9201.43 6197.12 4526.31 4801.47 1670.81 296.244 4505.23 189.493 214.414 4315.73
internal_count=223821 122325 87178 48862 38316 35147 25271 101496 9876 1030 100466 1453 724 99013
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=94 187 136 19 126 126 96 169 151 117 159 188 176 136
split_gain=3463.2 781.26 724.622 602.834 479.15 412.281 353.791 275.508 249.537 185.433 141.296 126.5 108.236 91.4835
threshold=0.026781925154723461 0.14432478906575569 0.35672286749816157 -0.17731083446140414 0.94340710357710578 0.89997044788583325 0.23377527919677285 1.2770061709705376 -0.13421718559926016 5.6774353754359552 0.030553871071921233 0.1639344262295083 0.024941709797604426 -0.036317344174050713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 6 -5 -4 10 -2 13 -1 -6 -9 -3
right_child=2 9 4 5 11 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.034560553282531832 0.081392306741050996 -0.07484380359754822 -0.016274342882291563 -0.064473175664658391 0.056371043867149542 -0.00036261526318310026 0.063421330080186675 0.3094189651517068 0.017313241854201005 0.038090477972314171 -0.068851571025082201 -0.0047774502609444526 0.048962871715520995 -0.014136041449235715
leaf_weight=134.48527090996504 1111.0325990281999 273.36245083622634 611.89344926923513 1203.3158159591258 403.44691693782806 6027.869168099016 6212.4379525147378 20.855530375614762 1341.4966360647231 682.21745895035565 7529.6909759752452 2095.5504936426878 67.903897440060973 2699.9565410707146
leaf_count=1433 2233 3244 1957 6734 809 14469 14717 128 3455 2635 154435 3962 671 12939
internal_value=0 -0.0470392 0.022658 0.00349946 0.0425571 -0.011031 0.0562755 -0.0650083 0.046342 -0.00892898 -0.067037 0.00509458 0.110161 -0.0197174
internal_weight=0 11408.5 19007 9683.71 9323.33 7231.18 6824.33 7752.94 2452.53 3655.54 7664.18 2499 88.7594 2973.32
internal_count=223821 175485 48336 26891 21445 21203 16674 156667 5688 18818 155868 4771 799 16183
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=13 161 79 157 89 97 117 4 34 75 184 77 161 128
split_gain=832.76 279.447 333.044 283.181 268.083 246.117 240.7 130.229 191.328 293.267 113.32 101.207 79.1178 72.7637
threshold=0.17943581689514257 -0.14108341418404979 -0.010479207943513435 -0.047207681757020843 -0.060289125151995381 -0.02015112718680662 0.34638190135896579 -0.055883382925849781 0.03051000476757015 0.00237991175412914 0.11119524676247719 -0.30045431899614872 -0.12405151108281975 0.77555753197684385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 -5 -4 8 -2 -10 13 -3 -12 -9
right_child=7 2 6 5 -6 -7 -8 10 9 -11 12 -13 -14 -15
leaf_value=-0.069370157262672608 -0.034251800554818745 0.12673475739738543 0.033349432064507363 0.11619834709488486 0.021588198343195111 0.030497229040863702 -0.0029307635113320473 -0.073268375722197285 -0.060627885781458363 0.43688367500805536 0.14837839248763493 -0.053471475062835352 -0.021414315452744317 0.18083599077949897
leaf_weight=334.14285579510033 127.24997726920992 32.043112115934491 2655.2406730102375 584.15336214192212 10704.851447070017 785.95237757451832 5874.4031437737867 1541.7778372531757 22.538811095058918 24.979822129942477 30.627992598339915 1137.7711819130927 263.92800019402057 11.352110314182935
leaf_count=4342 4841 426 14072 4390 54729 4463 39291 65866 907 819 163 24225 5019 268
internal_value=0 0.0142172 0.0015008 0.0241569 0.018835 0.0670364 0.0083631 -0.0528218 0.0296864 0.200906 -0.0606261 -0.0485353 -0.00375923 -0.0714111
internal_weight=0 22108.6 9699.46 12409.1 11039 1370.11 8529.64 2022.45 174.769 47.5186 1847.69 1169.81 294.556 1553.13
internal_count=223821 145938 78014 67924 59071 8853 53363 77883 6567 1726 71316 24651 5182 66134
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=19 166 12 48 173 140 173 167 23 166 102 167 122 109
split_gain=1203.97 637.363 412.718 569.962 315.907 294.417 238.581 232.694 125.356 89.4567 126.732 76.2042 57.9658 55.0986
threshold=-1.0000000180025095e-35 -0.24507614867475389 2.2804421170291018 10.140525719056621 0.25832958677634887 0.10206461297894236 0.50064573282760561 -0.13315233660024983 -0.057666288499395431 -0.24150448871572766 0.26632869506284906 -0.22312646003199207 -0.17909101867489116 0.0081142636466497216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 7 5 -3 -5 -4 -6 -1 -11 13 -13 -2
right_child=1 4 3 6 8 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.055764553602099733 -0.01017946996226848 0.038312821945289469 -0.013867278246065423 -0.011243377827992481 -0.054509677717188988 0.0096583652451990125 -0.052537329278916946 0.041575652528583446 0.0018443029206407211 -0.0083357760984671559 -0.04320458090444864 0.11024225508912749 -0.014244129517564567 -0.056793463409018655
leaf_weight=1885.1560668516904 320.96768631599844 11039.375838033855 1048.5488925352693 5626.8727121073753 498.93209965154529 5310.7319711763412 1862.1878151353449 2722.4450878128409 1889.925533188507 1699.2178869266063 2696.3668313845992 52.253744274377823 131.62876132503152 1207.7044320292771
leaf_count=24910 3327 61102 8051 27432 1966 24441 17435 10789 8547 8282 15460 328 785 10966
internal_value=0 0.0187057 -0.0170025 -0.00554638 0.0240425 0.0290055 -0.0215113 0.0261594 -0.00992568 -0.0375409 -0.0297252 -0.03969 0.0211311 -0.0470062
internal_weight=0 20451.5 17540.8 11260.1 18739 16350.1 7489.06 3770.99 2388.86 6280.74 4395.58 1712.55 183.883 1528.67
internal_count=223821 111462 112359 63707 96056 85543 44867 18840 10513 48652 23742 15406 1113 14293
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=35 118 115 193 44 173 193 106 123 25 125 51 125 14
split_gain=3905.48 906.537 611.135 564.986 466.914 426.378 409.646 327.21 183.472 89.1376 59.0766 49.5751 45.3779 18.8517
threshold=0.012003196426068693 -0.026815979470113268 0.02594681868016362 0.029951462513459048 0.24235016951097021 0.20799191535836056 0.056300102334760391 0.22802629635994498 438.50000000000006 0.0156150155577768 -0.29825286508749466 81.562594000982287 -0.35199376429544427 0.97404062196234098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 10 -4 7 11 8 -2 -7 -6 -3 -1 -13 -8
right_child=1 2 3 -5 9 6 13 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.079273962431311379 -0.0065509495656478388 0.012815938827341647 0.0229056874014473 -0.021941892115584716 -0.2496370009742285 0.10912961183680044 -0.071876657371759772 0.043638530866749112 0.0019461791117434972 0.061012932100430364 -0.064198413018536474 0.15386479443637741 -0.051083964471654801 0.20270638809833574
leaf_weight=5944.6368275471032 2729.442242488265 106.63526059687138 7609.0681791584939 4452.9601169917732 9.2543417364358884 219.74674928933382 762.73820832744241 2478.5517890732735 584.47997545450926 4854.6504262536764 1510.339118828997 11.045695573091505 492.17912002652884 2.508580967783927
leaf_count=105246 13927 574 27415 14626 50 535 6549 7841 2326 20558 17063 19 7082 10
internal_value=0 0.0153744 -0.00138973 0.00634923 0.0381424 -0.0653452 -0.0186025 0.0173349 0.031233 0.0604219 -0.0591195 -0.0767228 -0.0465854 -0.0709765
internal_weight=0 23750.9 13679 12062 10071.9 8017.34 1569.47 5207.99 804.227 4863.9 1616.97 6447.86 503.225 765.247
internal_count=223821 102054 59678 42041 42376 121767 9420 21768 2861 20608 17637 112347 7101 6559
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=166 74 166 193 13 108 195 108 73 103 158 13 74 116
split_gain=2318.08 637.413 425.788 326.261 301.07 291.175 236.465 228.373 196.79 176.651 108.583 106.934 145.919 71.0773
threshold=-0.034512518735561958 -0.019004376929382279 -0.29297196734833547 0.36794141350482407 -0.29303248546774446 1.4137051035675376 1.0078713116640345 2.0502160226948054 0.31077925410589197 0.40649880484751028 -0.025460884194116889 -0.023279049112118495 0.03816955446542155 0.007903134370502005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 11 7 -6 -4 -1 10 -3 -5 12 -2 -10
right_child=3 2 6 8 5 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.068373953404380239 -0.0038590062189196648 0.039659996147846842 -0.019299893648939446 0.067821147937111248 -0.0091657737826241689 0.033796965747968775 0.042624059635842038 -0.20276110441231343 0.036172782128150331 -0.012593832666570274 -0.028935390750304091 -0.07669911772749155 -0.067810332836254109 -0.049083862403567234
leaf_weight=2195.8098144382238 555.67447289079428 2697.6819350644946 7602.9539238922298 352.32475038990378 2091.3202068470418 6420.6512814462185 671.0981061719358 31.510922685265541 109.91327721439302 851.06679437309504 172.90419539436698 3330.5986594911665 996.85496064275503 886.22489374317229
leaf_count=11236 5324 9889 33125 1815 10554 30041 2737 48 906 2446 2110 93280 11145 9165
internal_value=0 0.0141706 -0.00184892 -0.0539975 0.0318063 0.0232414 -0.0142773 0.0645381 -0.0135611 0.0271284 0.0359691 -0.0665957 -0.0449212 -0.0396767
internal_weight=0 22562.1 11822.8 6404.5 10739.3 8511.97 8274.05 2227.32 1521.37 3548.75 525.229 4883.13 1552.53 996.138
internal_count=223821 100076 48197 123745 51879 40595 35862 11284 13996 12335 3925 109749 16469 10071
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=64 63 94 195 181 129 151 195 192 181 115 12 90 151
split_gain=2949.25 697.367 573.946 418.737 346.077 368.775 337.317 320.241 258.409 249.551 185.961 132.072 130.722 103.007
threshold=0.10538394728843561 0.38789369118311584 0.02334928404305352 0.21933072122462358 -0.0049451104536888191 1.020384058374135 -0.11589382038996743 0.77207863266715948 16.101424985193031 0.21904031489383505 0.1240317047977829 1.5187543400144574 -0.0009253728951773083 -0.38220340224451327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 8 11 -6 -5 12 -4 13 -9 -2 -3 -1
right_child=1 7 3 6 5 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.016726078667292674 0.0045701769389828763 -0.076526079964360311 -0.081927052158283442 0.018575499765478145 0.021445686726809566 -0.027433231161260136 -0.047350952609718722 -0.06454137238964984 0.18696417135234125 -0.014966307731739041 0.030667819274887986 -0.057755882191867447 0.073586254605301507 -0.071430897215515335
leaf_weight=135.52541473321617 515.66657236590981 59.089236907660961 46.138535866513848 1289.3682209867984 10375.818545935676 1813.2901246249676 1949.6307018827647 237.49292795360088 158.57837956398726 971.92842221446335 1506.1934587061405 998.01750170439482 3181.4598168041557 6021.6616091262549
leaf_count=2867 1217 54 296 5467 25945 3665 11815 664 199 7471 3671 6954 9560 143976
internal_value=0 0.0202248 -0.0458638 -0.0123407 0.00857398 0.0141743 -0.0211072 0.0522554 0.126362 -0.0620571 0.0177002 -0.0365233 0.0708491 -0.0694905
internal_weight=0 18687 10572.8 3443.72 13702.8 12189.1 3239 4984.24 204.717 7129.12 1743.69 1513.68 3240.55 6157.19
internal_count=223821 51730 172091 17777 37781 29610 17282 13949 495 154314 4335 8171 9614 146843
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=13 10 154 74 126 114 13 195 5 34 27 17 125 193
split_gain=711.496 262.098 315.16 468.438 244.267 232.646 166.273 133.933 123.035 117.665 185.814 110.274 103.144 49.3993
threshold=0.17943581689514257 -0.068481528599375355 -0.44198834806796694 -0.18357759871210089 0.89168272415887762 3.9348463899594193 -0.20108996895323319 0.23597717434454288 -0.053377971864169385 0.034251381467061512 -0.10611548734863553 1.2021285454790209 -0.49556317017807766 0.0096695824956074712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -4 -6 -3 9 -2 -11 13 -13 -10
right_child=8 4 5 -5 6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.61720577452003489 -0.029840837986005238 0.058902025546722282 -0.016524438787323494 -0.0035284173243709548 0.029194966214185117 0.023717239727972267 -0.0076959593888084894 -0.065713734789999187 -0.075016478301327197 -0.083512988552200268 0.27082482338085978 1.2289834786338403 0.058484306935120391 -0.0363333589742224
leaf_weight=21.926832564175129 126.73936864547431 96.756085268221796 1601.3459817105904 27.286428680643439 1803.5573329906911 13966.162583031692 3787.3186827339232 794.03711031749845 1173.848443062976 23.743439423851669 39.28734539821744 0.76242235489189525 59.871064938604832 459.29331040941179
leaf_count=102 5091 1173 16649 213 10093 69505 34774 13429 56012 883 1036 10 552 14299
internal_value=0 0.0133604 0.0203765 0.273038 -0.00354419 0.0195778 0.00420466 -0.0521782 -0.0506662 0.0256895 0.137347 -0.059221 0.0732025 -0.0641375
internal_weight=0 22098.4 15616.7 49.2133 6481.67 15567.5 5590.88 890.793 1883.55 189.77 63.0308 1693.78 60.6335 1633.14
internal_count=223821 145938 86469 315 59469 86154 44867 14602 77883 7010 1919 70873 562 70311
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=157 19 115 0 142 63 127 172 157 130 82 86 181 150
split_gain=1113.27 914.515 383.265 484.494 243.207 224.412 178.965 85.2284 71.997 58.1838 46.8971 30.7402 3.38917 14.6537
threshold=-0.2858656197688843 0.12145516521376969 0.48387905636354345 4.3082570358015699 0.0022602801223698728 0.41824747220621356 -0.28355867252594408 0.88935563951515462 -0.41514190564819103 0.48199555930688859 -0.056131741658573604 -0.16595159892996131 -0.088852776318615045 0.93725831166197338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 12 11 -11 -10 13 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.054460355927444151 -0.018207275037883514 0.046948060512788742 0.022054065425949513 0.013858716145259551 -0.020589773771281582 -0.060928298187543799 0.023696671558056173 -0.048823230783057031 0.25260912257520485 0.34144676882443986 -0.014066587961800756 -0.050965980682087977 -0.077396373597606649 0.35629422154009183
leaf_weight=19.395075250416998 8302.2044971194118 6034.0189313516021 184.40252025611699 10895.934217765927 1133.1325985379517 199.2044254206121 4686.0872469767928 2121.5796429887414 3.3409218303859225 3.7410216350108376 454.98481390066445 2094.7806001901627 869.61746645160019 0.90924123488366504
leaf_count=361 51622 44724 971 46437 4881 1344 18072 22892 17 73 3021 21736 7654 16
internal_value=0 0.00772396 -0.00463504 -8.17065e-06 0.029775 0.0435005 0.0150731 -0.0431554 -0.0519556 -0.043429 -0.0111673 -0.0504826 -0.0764534 -0.0360665
internal_weight=0 33556.6 21504.1 19198.1 12052.4 6233.22 5819.22 2305.98 3446.77 2556.85 458.726 2098.12 889.922 20.3043
internal_count=223821 190943 121922 98059 69021 46068 22953 23863 32878 24847 3094 21753 8031 377
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=67 193 173 154 23 126 106 156 173 195 5 108 40 136
split_gain=3524.21 1398.83 743.162 436.196 362.092 217.66 208.952 198.01 184.69 119.656 97.5001 46.9199 34.8371 32.2692
threshold=0.013664559823288227 0.031512149777345948 0.32619124149528661 -0.22726776263432988 -0.038960789712432477 0.91968981642078285 0.17292614779674623 2.1017343456104003 1.3970017761609446 0.31448302233820796 -0.027260087711111231 1.3007794608315952 23.643127143174436 -0.069507707430292567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 8 -2 -4 12 -5 -3 11 -11 -8 -1 -14
right_child=1 3 5 7 -6 -7 9 -9 -10 10 -12 -13 13 -15
leaf_value=-0.079407285708303604 0.032864242316315732 0.020997560420850523 0.063780096946883469 -0.066204440685152341 -0.0037179113825855565 0.0092292856619755961 0.012796252913987272 -0.023666495448159727 -0.047160487210590019 -0.078068249544638535 0.030128772483872881 -0.076027896544039159 0.050917000262629623 -0.055263538860443863
leaf_weight=5289.5693344864994 4881.4101744629443 2051.827440392226 5239.2961549982429 2121.3867021966726 6070.5347285941243 850.11692042648792 69.590701127424836 2260.1974498666823 493.11104555800557 105.93094665743411 389.6150130610913 408.89931233599782 32.806211894378066 224.40140815265477
leaf_count=109201 17479 6512 24593 15213 25406 3410 484 9302 1408 2008 2236 3228 365 2976
internal_value=0 0.0127569 0.0281587 -0.0251364 0.0125872 0.0561645 -0.0701584 -0.0442617 0.00779116 -0.027441 0.00699991 -0.0631095 -0.0776597 -0.0417205
internal_weight=0 23967.9 17041.4 6926.52 10951.9 6089.41 6520.81 4381.58 2544.94 974.036 495.546 478.49 5546.78 257.208
internal_count=223821 103323 70888 32435 42885 28003 120498 24515 7920 7956 4244 3712 112542 3341
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=166 114 166 26 139 12 130 169 79 154 74 107 44 154
split_gain=1968.48 591.553 456.207 402.311 351.152 309.998 242.411 177.652 117.299 115.284 107.02 88.8819 66.8743 35.5334
threshold=-0.034512518735561958 4.1562709340172272 -0.29583354498943082 -0.042346797642820323 1.0000000180025095e-35 1.5856650967402619 -0.22792246860623325 1.0483597464068006 0.42410837850562905 0.10403795883291862 0.04243438320816529 -0.39126127140856598 1.4470848048948903 -0.23383494811926028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 12 -3 9 10 -9 -1 -6 -8 -2 -14
right_child=4 2 3 -5 7 -7 11 8 -10 -11 -12 -13 13 -15
leaf_value=-0.13140638063194479 -0.07718678969576101 -0.0034553920146373485 -0.04655444448967469 0.0021374424508154789 -0.0046235140101691299 0.046083850625569765 -0.048209194032021327 0.091139600088120637 -0.026593207926975893 0.044320428901909112 -0.050128444511996342 0.05327927530219452 -0.06089669432212045 0.025476213365726613
leaf_weight=110.28192643821239 3114.5983618060127 1947.3888081908226 2029.2217527814209 10360.514797855169 777.23268292844296 3595.1322518400848 88.193457826972008 201.84739157557487 145.71811832487583 56.43889357149601 1542.6079525779933 4006.3596759848297 92.023388834670186 98.73294666968286
leaf_count=231 91025 7121 13205 42395 9567 16293 194 1291 1395 272 18277 20365 1180 1010
internal_value=0 0.0127892 0.00483064 -0.00583744 -0.0518848 0.028678 0.0462805 -0.0248934 0.0417797 -0.0719187 -0.0348826 0.0510933 -0.0736667 -0.0161912
internal_weight=0 22193.5 17932.3 12389.7 5972.76 5542.52 4261.27 2667.41 347.566 166.721 2319.84 4094.55 3305.35 190.756
internal_count=223821 100076 79014 55600 123745 23414 21062 30530 2686 503 27844 20559 93215 2190
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=103 136 126 180 169 180 78 157 195 96 151 6 195 119
split_gain=2557.65 815.458 476.481 383.956 368.064 325.304 285.85 249.392 237.742 174.697 142.212 119.116 88.7138 72.5669
threshold=0.11555277068897855 0.13590837853729568 0.95352253048880853 36.848058902275774 1.1435138300396601 36.086345381526108 0.057655713962239473 -0.10431158283830268 0.23049502362980537 0.31224978433979172 -0.36066159108940804 3.2798268546522169 0.21712018838407293 4.1286622132966224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 6 11 10 -8 -7 -4 -1 -2 -6 -14
right_child=1 2 9 -5 12 8 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.015262619505650521 -0.058252495652357267 0.0055271736287375896 0.041064884663637127 0.04863386077890787 0.18583996876050479 0.097131707957614083 -0.068314154177730138 0.015119238427768487 -0.0069442241049655039 -0.020576413932037432 -0.066404210022782212 0.13813264272509856 0.006313799032147638 0.13098685635854651
leaf_weight=220.69636869244277 1558.9493590816855 2721.4279817473143 579.79240123927593 8583.418142573908 33.306636791676283 233.28012865222991 568.2563509400934 969.49300880357623 3711.7484607361257 2221.0205519944429 6301.9057062175125 31.509662315249443 505.54252396337688 51.436866898089647
leaf_count=3769 12462 7456 1207 20799 88 652 5575 6222 17424 4261 141498 51 2265 92
internal_value=0 0.0163442 0.0291085 0.0382567 -0.0489152 -0.0161822 -0.0544972 -0.0157125 -0.000789935 -0.00781613 -0.063641 -0.0543618 0.0273074 0.0178273
internal_weight=0 19641.1 14105.7 11304.8 8650.64 5535.49 8060.35 1537.75 3945.03 2800.81 6522.6 1590.46 590.286 556.979
internal_count=223821 64312 33723 28255 159509 30589 157064 11797 18076 5468 145267 12513 2445 2357
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=13 10 89 127 127 91 34 16 4 34 10 187 85 111
split_gain=607.821 229.092 292.332 362.741 284.288 283.365 214.872 129.896 111.083 125.199 87.3615 68.6667 51.1716 40.2762
threshold=0.17943581689514257 -0.13002626648715501 -0.060289125151995381 -0.058191635087209946 0.36775787153253747 0.10464539824331601 -0.050339420672757158 1.1694991478889427 -0.055883382925849781 0.03051000476757015 -0.16747274107206037 0.074432452549311398 -0.27341557691790191 0.19072999951056815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -3 -6 8 9 -2 -1 -10 -9 -14
right_child=7 4 3 -5 6 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.076012249250678357 -0.04384713541932389 0.0016978959294942015 0.058991413639826941 0.015801336324914605 0.079232417815740017 -0.046354222245547687 0.010939629621606009 0.70628157512719836 -0.07352112329572269 0.13791438189925009 0.032795088129358343 -0.019975902344460526 -0.046932380652609497 0.10807633723244192
leaf_weight=388.27748501766473 101.18786973506212 5571.9504981637001 2418.0331934783608 9931.7669462347403 678.50304122921079 1573.8554594311863 1435.2979520941153 1.258306668139993 1214.1265132222325 60.586728920228779 91.105312125757337 298.35298694111407 23.485443350858986 58.555458679795265
leaf_count=5181 4795 48723 12332 52445 2535 16438 7545 6 62624 1723 739 8107 389 239
internal_value=0 0.0126317 0.0212837 0.0242578 0.000644391 -0.00888553 0.0328607 -0.0484707 -0.0545346 0.024225 -0.0553337 -0.0629587 0.0734095 0.0637028
internal_weight=0 22088.8 12829.2 12349.8 9259.61 7145.81 2113.8 1757.55 1674.25 161.775 479.383 1512.48 83.2992 82.0409
internal_count=223821 145938 70697 64777 75241 65161 10080 77883 77249 6518 5920 70731 634 628
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=157 154 161 115 139 26 51 176 158 121 157 60 127 158
split_gain=954.549 896.252 382.764 417.003 379.205 164.024 152.86 150.054 129.599 60.6954 59.5668 50.3677 46.8871 8.87889
threshold=-0.2858656197688843 0.081336894136835633 -0.1615416329488378 0.51694417082907884 0.10028141354193393 -0.18823868810992686 9.8819240033123652 0.34753726688100017 -0.19609389290066201 0.37828159728159377 -0.41514190564819103 0.15136400833500466 0.43628904217351244 -0.31764520659609075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 7 -2 -6 -3 10 11 13 -10 -12 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.076357521016258784 0.10776360672740415 0.050679204627464808 0.0066793171408130779 -0.039413764989532134 -0.03359971921745316 -0.038906736804264014 0.016125740752320473 0.00071626103822517763 0.074063582218530571 -0.050949442726477938 -0.050872382784010954 0.32671633444899717 -0.015481899042312728 0.019624091216529298
leaf_weight=810.79093826003373 78.036472510546446 5888.4959786329418 15933.713982483372 2238.5110205411911 730.48603959195316 3324.7073897030205 4022.2497570347041 669.4464762378484 16.551196750253443 14.781372424215077 1924.1484659872949 15.079255122691391 464.77685645595193 9.753852987661956
leaf_count=7963 401 44580 66204 23494 4798 27207 22163 2096 124 66 21368 107 3184 66
internal_value=0 0.00719084 -0.00476227 0.00100143 0.0299913 -0.0355431 0.00848304 0.0455789 -0.0495721 0.116336 -0.0519713 0.194511 -0.043987 -0.0752166
internal_weight=0 32885.6 21575 18172.2 11310.7 3402.74 4752.74 6557.94 3255.88 46.4118 3209.47 31.6305 2388.93 820.545
internal_count=223821 190943 117306 89698 73637 27608 26961 46676 32878 297 32581 231 24552 8029
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=52 156 52 13 114 118 166 166 81 8 115 145 8 109
split_gain=3000.93 954.663 590.404 368.091 300.836 291.017 190.791 176.496 136.39 88.0831 86.8861 33.3532 32.7973 41.2704
threshold=0.0016397767386078443 2.0653224025080945 0.27460751165618702 0.092061790086476483 6.9368795297991337 0.050419140340119906 0.39556156729091035 0.05614980065084426 0.12797703273175898 0.32399944270894188 0.23791450693896146 0.084385001569386595 0.079478222371532278 -0.39840894269764526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 7 -3 -4 12 -2 9 -8 -5 -10 -1 -14
right_child=1 2 5 10 -6 -7 8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.080053584134615413 -0.059213802923300862 -0.031929047930084282 0.053901578097143014 -0.011005868112492661 0.012836750231574271 0.016174311319799541 -0.058244186237713706 -0.012748175347052405 0.24873338192251282 0.06893540728959556 0.039892788348375764 -0.065223847951873012 0.10873259841767002 -0.062879921519131757
leaf_weight=4057.0300630833954 2495.5620382763445 1854.5623607356101 5568.7121564596891 611.38842727988958 7878.6620365865529 3230.809067197144 74.253185940906405 1215.6960917674005 3.4220450036227694 204.26911705173552 742.90463723242283 302.27861919440329 14.193787017837165 1102.1082660071552
leaf_count=90132 17358 14599 26046 2615 30357 12087 2249 5412 28 1086 2328 4033 138 15353
internal_value=0 0.0107626 0.021278 -0.0277091 0.0043071 0.0400497 -0.0697596 -0.0439931 -0.01559 0.0350297 0.0169149 -0.0617094 -0.075877 -0.0606979
internal_weight=0 23598.3 18532.7 5065.55 9733.22 8799.52 5757.56 3711.26 584.223 278.522 1354.29 305.701 5173.33 1116.3
internal_count=223821 110802 83089 27713 44956 38133 113019 22770 7396 3335 4943 4061 105623 15491
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=157 115 69 117 157 135 119 156 115 82 136 134 72 166
split_gain=1784.29 1135.73 458.308 647.128 395.211 212.852 264.381 234.675 82.216 74.7147 58.7354 25.7991 16.3032 9.83347
threshold=0.081825274217820695 0.033771524840167898 0.14314684256194776 1.7313792065714801 -0.28192618109969964 0.046231332436085744 0.17096331026350373 2.524022278184697 -0.055775646208964899 -0.1306554965339019 0.092121969466467807 -0.042870594235262273 0.031988052120649736 -0.29863336126086615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 10 -2 -11 -10 -14
right_child=8 5 3 -5 -6 6 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.055760567180120749 -0.0021571759484724706 0.026428973796781316 -0.041357131116568135 0.050326903722180322 0.019041330918312147 -0.061992808479025364 -0.012991452159275899 -0.058971457221688756 0.21153612539802885 -0.0734894118339324 0.21769464045134967 -0.037074512721166901 0.0035987805362481667 -0.077204582165050523
leaf_weight=4091.199291838333 186.42027246206999 1158.2701092390344 2324.8460958488286 1150.9743311898783 10337.772036091425 2430.5541714858264 2012.9546307483688 445.5437533846125 1.9634858146309841 414.68548233807087 12.999116756021975 366.5113066919148 15.150430977344511 2545.7424733471125
leaf_count=19402 2998 5098 8811 4612 49010 21836 14525 5121 20 10249 139 8959 54 72987
internal_value=0 0.00894526 0.0216003 -0.0109971 0.0294527 -0.0285235 -0.0397947 0.00270451 -0.0670835 -0.0424585 0.0121738 -0.0564048 -0.0765057 -0.0767265
internal_weight=0 23952.1 17904.8 3475.82 14429 6047.32 4443.51 1603.81 3543.47 980.616 199.419 781.197 2562.86 2560.89
internal_count=223821 128415 81835 13423 68412 46580 36361 10219 95406 22345 3137 19208 73061 73041
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=95 12 193 69 108 132 117 22 19 193 157 4 151 193
split_gain=2293.04 620.85 489.333 395.74 382.456 361.166 252.311 239.159 216.24 197.489 178.33 148.324 96.9337 77.4114
threshold=0.044534114996428807 1.7898554338632502 0.028560142085737972 0.11854417951548094 1.8395031486621041 0.17511614211574597 0.91813867231788915 0.15175106200346025 -0.18623971893536503 0.050297221362539508 -0.094217175460885039 20.374833359037702 -0.39527406724698061 0.053224575226349199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 11 9 5 -2 -6 13 -4 12 -9 -3 -1 -5
right_child=1 2 8 7 6 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.022481481322385047 0.007665639491533799 -0.046529207185506259 0.031994892749740378 -0.062330622545514948 0.055814957220802902 0.053046724919742674 -0.031655738665309255 -0.06755773723599004 -0.0034104123916424613 -0.026815882386909209 0.094681778791144547 0.23823232866233451 -0.075739223712034343 0.011535813490843726
leaf_weight=102.77104077301919 2496.698229977861 2334.5373153984547 2495.301445895806 405.31055657193065 431.96693916246295 5893.0186506491154 1393.8626530952752 85.211291508749127 5588.3697741609067 1125.3152750972658 330.623624606058 18.435911029577255 4502.2899230262265 218.28628499060869
leaf_count=2330 5985 15690 5447 4687 978 15821 2994 463 16953 15189 726 24 135232 1302
internal_value=0 0.0129902 -0.00416359 -0.054073 0.0305153 0.0395418 -0.0109613 0.0026959 0.00751865 -0.0643703 0.0614363 -0.0442981 -0.0735472 -0.0364741
internal_weight=0 20652.2 10436.6 6769.81 10215.5 8389.72 1825.83 1039.43 8083.67 5730.38 415.835 2352.97 4605.06 623.597
internal_count=223821 63892 38114 159929 25778 21806 3972 7178 22400 152751 1189 15714 137562 5989
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=13 151 154 129 171 118 8 159 4 187 170 21 132 192
split_gain=517.874 205.644 248.022 247.263 255.465 240.929 165.333 162.882 111.155 123.639 90.0205 187.781 108.958 72.9049
threshold=0.17943581689514257 -0.38220340224451327 -0.46185500462643186 1.0153701820172836 0.27539556235421286 0.30418699414729605 -0.2282265430160276 0.070206815518492435 -0.055883382925849781 0.074432452549311398 -0.087147002471811563 0.043719702414909148 0.027818072917486791 4.7998692505975731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -4 10 -10 12 -12 -2 -11
right_child=8 3 7 5 -6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.58704926598471929 0.75080193544112239 0.06051107539109403 -0.063663598068076352 0.020113909366098776 -0.032281584027144414 -0.007234510198467544 0.081132930771450687 0.069433472205276056 -0.07128784509999983 0.79641022214158685 0.29744782474674664 -0.065961556940094479 -0.03331129927827492 -0.0054809531248035904
leaf_weight=14.658074706792833 1.8000713391229499 344.26835556980222 106.39083375781775 14593.626131464727 2146.8641605009325 4133.6821420984343 11.549030710011719 677.25540708005428 1121.238156942185 1.1375213162973512 31.232327985577285 26.101682086475194 114.27556281071156 343.95943397283554
leaf_count=25 57 1479 846 92046 24053 24806 94 2589 62941 26 678 942 4890 8349
internal_value=0 0.0120277 0.061484 0.0101401 -0.0194579 0.0140773 0.3641 0.0513637 -0.0462248 -0.0551783 0.0294857 0.132003 -0.0211515 -0.00283773
internal_weight=0 22028.3 809.853 21218.4 2491.13 18727.3 26.2071 783.646 1639.74 1466.34 173.41 57.334 116.076 345.097
internal_count=223821 145938 3554 142384 25532 116852 119 3435 77883 71316 6567 1620 4947 8375
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=157 19 151 139 0 40 139 151 157 129 180 129 157 180
split_gain=804.157 664.671 334.345 367.203 249.482 316.95 190.846 100.707 72.8104 51.5119 45.519 25.4895 19.9139 21.7459
threshold=-0.2858656197688843 -0.017257261217752885 -0.045692077656348008 0.0061936217182438167 2.8707929912646204 25.39801571116487 -0.1919971115866341 0.17001243398446744 -0.36030155442224859 1.0194647681875499 31.02878179384204 1.0161273889736206 -0.41514190564819103 34.965863453815267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 12 11 -11 -10 -1 -14
right_child=1 2 6 -5 5 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.073845382089270953 -0.041785241724680677 0.020347326826858386 0.0036312371400322994 -0.030271032807258028 0.010521801451525443 -0.026899978399736769 0.034425522406142356 -0.0011773645650201856 -0.016752923253842894 0.20017724931741743 -0.0007365106266220494 -0.048727772064486329 -0.018814382966736171 -0.059693923864156999
leaf_weight=754.79263494163752 2763.553619351238 3471.9403685703874 2514.4454866033047 2440.5544505082071 6758.9609835706651 3402.7374279685318 10082.279337042943 783.95991044491529 343.00641889125109 11.78536851890385 261.1520961150527 912.71468569524586 164.88506340794265 617.28088994696736
leaf_count=8031 22636 16693 13450 14681 32870 26916 59401 4296 3692 72 1904 10287 1891 7001
internal_value=0 0.00670948 0.0190708 -0.000546875 -0.00997985 -0.00200922 0.0282786 -0.0328114 -0.0468885 -0.0314355 0.00793889 -0.0399937 -0.0622581 -0.0510763
internal_weight=0 32218.4 18509.2 5912.49 13709.2 10161.7 12596.7 3547.51 3065.62 1528.66 272.937 1255.72 1536.96 782.166
internal_count=223821 190943 104225 31374 86718 59786 72851 26932 32878 15955 1976 13979 16923 8892
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=68 156 130 52 105 180 160 129 158 139 157 130 64 139
split_gain=2686.67 980.071 503.766 292.062 244.93 218.233 209.036 195.658 142.167 83.3654 61.9816 50.3961 40.1081 31.8069
threshold=0.012370996683024776 1.7932310835211382 -0.19213022328999546 0.24792061987647959 12.082381867090858 37.15595716198127 -0.027183677332055223 1.0164644822848239 0.034812963544555882 -0.22184256381028492 0.17583713215820015 -0.24871919793895786 -0.046283536638637039 -0.2931873599403087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 7 -4 9 6 -2 -3 -7 11 12 -1 -6 -12
right_child=1 2 3 -5 10 8 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.073893345329136342 -0.049513485211998012 0.048701195399766084 -0.007482278938035089 0.024371355000933893 0.045581967084872839 -0.059344016394094867 0.026089532192377907 0.0012100717400271705 0.017579625139457124 -0.075548075309128271 0.14245979682403648 -0.039287182743329596 -0.050322614446282971 0.023233413556988963
leaf_weight=51.963220549747348 604.15667312406003 5868.3854294754565 6115.3227740526199 5438.1254733726382 53.314903238788247 2320.5096258567646 926.63672577403486 1017.9942912701517 268.00813663005829 4976.9997426467016 24.93856704980135 161.97189486026764 239.47721754387021 217.73144612088799
leaf_count=701 3559 27768 27744 19461 346 16302 3978 4341 1102 112316 103 2949 2017 1134
internal_value=0 0.0104203 0.0202717 0.007511 -0.0662783 -0.0336792 -0.00374863 0.0416807 -0.0513796 -0.0729207 -0.00188535 -0.0117965 -0.0328592 0.035486
internal_weight=0 22559.1 18439.8 11553.4 5726.4 4119.31 1530.79 6886.38 2588.52 5190.93 535.462 213.935 292.792 242.67
internal_count=223821 104255 79314 47205 119566 24941 7537 32109 17404 115966 3600 3650 2363 1237
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=139 74 156 137 188 134 74 166 74 31 162 139 159 156
split_gain=1489.73 631.902 464.977 348.974 271.011 186.097 130.514 109.731 90.7878 60.8356 40.1959 38.0716 36.0509 20.6698
threshold=-0.097981739836996748 0.30241063267948382 3.0117631529612772 0.0049949482607896242 0.65458649702442151 0.19869528549774207 0.69363844917406681 -0.24857606947270564 -0.083768575985451899 0.34991180140506456 0.075743641222524485 -0.17890701196294259 0.095411177644298198 2.7569057496815388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 9 -4 12 11 -9 -1 -11
right_child=1 4 8 -5 6 -7 -8 10 -10 13 -12 -13 -14 -15
leaf_value=0.069992923682955177 0.03549183383090055 -0.017175241712266049 0.00054898754115360003 0.0065116455857051605 0.041577839964479377 -0.064523590153036089 -0.014289781336375039 -0.071199294977515828 -0.044064339065833187 0.10954432744565944 -0.074654731272459376 0.02790622535983478 -0.062741034804659632 -0.096948801375197957
leaf_weight=26.460726477205753 8661.7096715951338 1684.0273867240176 688.7109741345048 7986.4292671522126 700.37441394291818 1637.0363377612084 1037.7241377523169 78.547452797181904 1350.765657746233 54.691680058836937 2683.7518773414195 76.526460547931492 90.262747772037983 5.3190246783196917
leaf_count=122 45548 8318 9204 33213 3899 14954 6033 1499 20577 202 79205 759 265 23
internal_value=0 0.00758092 0.0160685 0.0215895 -0.0237707 -0.0405144 0.00822232 -0.0670348 -0.0289989 0.0094174 -0.0717944 -0.0222923 -0.0326508 0.0912419
internal_weight=0 23746.8 18687.6 16648.1 5059.16 3321.06 1738.1 3015.56 2039.48 176.734 2838.83 155.074 116.723 60.0107
internal_count=223821 141746 108542 78761 33204 23272 9932 82075 29781 612 81463 2258 387 225
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=64 63 196 44 195 113 0 158 176 152 10 169 173 106
split_gain=1913.77 660.654 509.936 341.065 338.156 300.966 183.273 169.756 164.67 156.245 627.124 117.822 103.586 67.1189
threshold=0.017948027096679479 0.38789369118311584 0.016757731082606562 -0.088608639273829753 0.75077127366621499 0.22929583173719745 0.90967121768883852 -0.079137101374048544 0.029704075691676039 -0.30971939830871326 -0.33269770684016459 1.1435138300396601 -0.13346669772298766 -0.15716285574331001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 12 -2 7 -1 -6 10 -8 -11 -3 -9
right_child=1 4 3 -5 8 -7 9 13 -10 11 -12 -13 -14 -15
leaf_value=-0.080090199607541379 -0.05945087538876468 -0.017051634979358819 -0.028950195938066761 0.016713327388518568 -0.065395261433061735 -0.0047465606494688107 0.47519193630680889 0.25511342771570961 0.021861630730001205 -0.068839138884206161 -0.036958571252643742 0.07968689656841807 0.070302729917187043 0.064686745676149099
leaf_weight=51.125827313400805 1904.1067695552483 143.2856696844101 1913.9380091084167 11250.62183763925 256.81641134619713 2131.5700229192153 26.130299143493176 35.843817885965109 1370.1921217143536 4507.3463630322367 281.22898355033249 54.050455460324883 2580.4113532118499 38.272853339090943
leaf_count=1077 26453 332 7203 31761 685 7278 835 59 3781 129053 5326 494 9278 206
internal_value=0 0.00934691 0.000541156 0.0100745 0.0441599 -0.0305571 -0.0593565 0.0600859 0.0080885 -0.062429 0.00658215 -0.0670792 0.0657073 0.15678
internal_weight=0 21550.9 17200.2 13164.6 4350.71 4035.68 4994 125.242 1627.01 4868.76 307.359 4561.4 2723.7 74.1167
internal_count=223821 86771 72695 38964 14076 33731 137050 1342 4466 135708 6161 129547 9610 265
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=139 97 100 152 87 90 95 10 195 157 113 95 132 104
split_gain=450.146 237.843 238.975 231.083 222.567 178.873 187.757 157.627 127.708 101.034 96.7428 90.196 83.5442 72.6175
threshold=-0.079790599975588253 0.52621934187750152 0.7725700995715904 -0.34660847528732602 0.17221870136656467 1.0846197027160016 0.51050808222826005 -0.01323217262821128 0.63938206323909896 0.44087885858463788 -0.49523828258876063 0.5942186245459129 0.12327527750025467 2.0619122858210432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 10 13 -10 -1 -12 -7 -9
right_child=1 5 4 -5 -6 12 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.27708856337373061 0.066732437880380469 0.03388488472276651 0.039234027429143635 0.011441818021439917 0.15618709516590173 -0.020853093398424966 -0.048610702383990102 -0.06138934838257383 1.953964202239629e-05 0.24400809896355646 -0.0039473973834660689 0.23442533111853614 0.03696295864652839 0.25979863357521132
leaf_weight=12.971307872794567 792.29958745883778 338.69974130392075 693.92920663487166 16454.83720049262 212.56277622748166 377.05772907473147 1487.6904392447323 1497.4570753215812 221.00696735177189 18.383469945751131 693.64860078087077 16.245320331305265 741.29161543119699 7.0724411085247985
leaf_count=62 3527 1259 1314 110992 784 1035 10359 72143 3624 841 11466 41 6351 23
internal_value=0 0.0123359 0.0166121 0.0139818 0.0666583 -0.0140262 -0.0333121 -0.0328103 -0.0490851 0.0187561 0.00645267 0.00150756 0.01747 -0.0598795
internal_weight=0 21098.4 18153.6 17247.1 906.492 2944.74 1826.39 2466.79 1743.92 239.39 722.865 709.894 1118.35 1504.53
internal_count=223821 135621 116617 114519 2098 19004 11618 88200 76631 4465 11569 11507 7386 72166
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=156 124 167 132 144 81 76 51 37 140 156 8 192 79
split_gain=797.198 483.193 429.678 310.142 283.125 219.145 187.474 169.39 167.681 148.298 136.837 120.167 104.172 64.0435
threshold=2.4757764996998883 -0.13362424353981539 -0.15835114127230565 0.1825501723573624 0.16976381818331368 1.4947630869109998 -0.32227677501239599 119.54096642063401 101.40648670635086 -0.36184447316955604 1.4490332415356948 -0.093086570091615153 13.395500571367633 -0.036985798483229436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 5 6 -4 -2 -6 9 -3 -1 -5 -12 -10
right_child=1 8 3 11 7 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=-0.053830892792200317 -0.092305760267089088 -0.043300732568590468 0.0088563897854564005 0.031949140511107733 0.0054429535167073127 0.094388685829386837 0.038417732661553239 -0.027291748484820712 -0.07004908508008327 0.034289184035677475 0.068976694275570974 -0.027347131932832631 -0.026299830918335557 -0.00048613161222372815
leaf_weight=2611.1079548802227 116.65064750611782 252.48497098125517 4951.1234946828336 374.42218344658613 2836.6277559138834 318.84131518378854 1843.0160400997847 3570.5666012130678 179.16662019304931 10111.150809057057 119.54842976853251 3918.6561125889421 2863.3648367691785 506.48087475448847
leaf_count=32112 390 1197 21190 2080 12780 1296 9983 26477 696 60878 1017 24518 27019 2188
internal_value=0 0.0155027 -0.0151003 -0.00222287 -0.00262588 0.0140312 0.0306363 -0.0127993 0.0292303 0.0323989 -0.0371143 -0.0221756 -0.0224814 -0.0186636
internal_weight=0 19416.1 15157.1 9563.04 8366.86 5269.96 1959.67 6407.19 11049.3 10363.6 5594.02 4293.08 2982.91 685.647
internal_count=223821 114589 109232 49084 49630 22486 10373 39257 64959 62075 60148 26598 28036 2884
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=53 126 124 114 115 174 156 77 192 12 1 179 119 77
split_gain=2311.36 770.129 425.122 362.103 276.019 249.436 211.291 208.834 175.649 168.48 97.9124 26.5533 25.8903 14.9089
threshold=-0.001438915906844393 0.9128015644411972 -0.19137001913288368 9.0327556015679935 1.0000000180025095e-35 0.24285892268154094 2.1618408467892878 -0.27702845121659453 18.360652615755914 1.8363558195679062 -0.10669078198769433 0.12886580696369329 -0.19369241686337882 -0.034722509732244486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 7 -4 11 -5 -3 10 -2 -7 -1 -13 -10
right_child=1 3 4 6 -6 8 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.078959730431040709 -0.055937530664830863 0.085855498264901117 -0.058615246778464539 -0.023045688227311938 0.012501259612293905 -0.041147712594506364 0.017914146668911314 -0.041965475550066217 0.037700136922658153 0.04449277080791654 0.073378174102610813 0.078787930725675567 -0.058624037870182846 -0.077211606991136189
leaf_weight=3739.4362255716696 171.48667522333562 132.46249018236995 599.63091340195388 1992.2266539745033 6074.3240531105548 107.55640041641891 3423.7726205475628 3646.7368225548416 11.860017176717518 6440.4838760569692 243.99839301779866 14.090137569233773 510.35654857382178 235.14708542451262
leaf_count=97940 534 311 10100 9440 23617 860 13073 26006 41 31371 857 143 6695 2833
internal_value=0 0.00851865 0.0239164 -0.0137292 0.0061117 -0.0675184 0.00284744 -0.0374853 -0.00706778 0.041888 0.0383396 -0.0760044 -0.0549322 -0.0716941
internal_weight=0 22481.1 13285.9 9195.2 6673.95 4862.44 5416 3779.2 598.562 6611.97 351.555 4263.88 524.447 247.007
internal_count=223821 114452 65622 48830 33717 109369 22513 26317 4591 31905 1717 104778 6838 2874
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=157 115 157 132 111 55 115 193 115 19 136 157 166 115
split_gain=1404.43 872.937 355.654 329.979 305.634 179.594 307.019 91.2182 63.2439 51.3943 43.4404 23.3043 12.1622 13.0511
threshold=0.094699142847760112 0.033771524840167898 -0.26430588444271402 0.066458998795981147 0.21502692699599099 0.21030161606471973 0.24411346347890658 0.43302935277217353 -0.055775646208964899 -0.14751629880414976 0.023083089370402137 0.25416914244020283 1.8168841427809819 0.17096804933132134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 10 -2 -11 -10 -14
right_child=8 5 3 -5 -6 6 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.080046332891866967 0.0066688074180813227 -0.056512088279327938 0.035361303550818457 -0.0018456466868227968 0.025895309382502309 0.031948542794937231 -0.034978273711640522 -0.019018489634841873 -0.076536124313570014 -0.034948572284323874 0.23449655230630251 -0.070338466206700909 0.25536267693816572 -0.02681070057926549
leaf_weight=1378.2488474063575 66.41881506331265 1928.2488355142996 3313.4603532114998 8494.032454835251 4275.92467068322 1130.3913866588846 1741.3001569900662 977.99317602999508 2055.6069863280281 412.33184653893113 9.5757334809750301 339.08992478158325 1.7577969394624258 24.282412306405604
leaf_count=7416 433 18432 16683 39817 19125 4956 17306 7320 70777 7043 66 14118 27 302
internal_value=0 0.00732279 0.0184714 0.0085955 0.039095 -0.0263697 -0.0086337 -0.0438949 -0.0663799 -0.0429929 0.0353764 -0.0509188 -0.0756758 -0.0077631
internal_weight=0 23239.6 17461.7 11807.5 5654.17 5777.93 2871.69 2906.24 2909.06 827.416 75.9945 751.422 2081.65 26.0402
internal_count=223821 131055 83041 56500 26541 48014 22262 25752 92766 21660 499 21161 71106 329
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=95 12 193 67 108 69 159 117 133 170 152 152 11 193
split_gain=1720.53 560.748 546.929 342.836 333.858 233.808 228.652 169.144 144.64 137.728 120.066 111.968 459.599 86.5072
threshold=0.017556497062269541 1.5012310895402565 0.016041443605894264 -0.067925123927693828 1.8395031486621041 0.12947942541687466 0.16108906901838863 0.91813867231788915 0.12564948284973185 3.7710233400370607 -0.083604355297881364 -0.33014562858241864 -0.32226062194061139 0.87011353907531064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 9 -4 6 11 -2 -6 -7 -3 -10 12 -1 -13
right_child=1 2 3 -5 7 8 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.39586675923432058 0.011011382480801196 -0.045781199578375564 -0.049006164779320523 0.012165112233314138 0.050438462505646167 -0.044140641168734354 0.052855138152718487 -0.03135212309424764 0.12361011159122155 0.20223341405410433 -0.03728762453236633 -0.071606431363856818 -0.050233522905908989 0.040507638251703532
leaf_weight=26.326415530405939 1868.1448871819302 2703.4125541793182 1011.2088809255511 9751.6776349022985 326.01345878280699 229.26465067453682 4339.167808406055 1126.5326331946999 141.06867283582687 22.577657233923674 69.095050968229771 3927.1050875131041 188.14290568232536 70.050428377464414
leaf_count=669 4514 25300 4366 29634 797 2967 13390 2496 347 44 422 133821 4438 616
internal_value=0 0.00855455 -0.003716 0.00641787 0.0301628 -0.0586225 0.0402619 -0.0129948 0.0107896 -0.0437271 0.0707121 -0.0658648 0.00452592 -0.0696416
internal_weight=0 21148.7 13488.9 10762.9 7659.86 4651.05 6207.31 1452.55 439.428 2725.99 210.164 4211.62 214.469 3997.16
internal_count=223821 80541 59344 34000 21197 143280 17904 3293 3736 25344 769 139544 5107 134437
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=86 82 72 1 170 127 9 71 100 71 72 96 62 55
split_gain=389.171 373.547 285.694 208.205 198.414 190.273 189.186 122.706 147.386 103.87 64.7102 60.8314 80.1091 62.7514
threshold=-0.029654933654179826 -0.22398728197883466 0.020432667684108029 -0.22505341943559201 -0.055161851976074698 0.055150379705062098 -0.26387928984385972 -0.13305549513058224 0.08983540771434724 0.10726733561662631 0.12870597982198731 0.54937803816975073 1.7487366161582216 -0.1616147167268813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 11 -2 8 -7 -9 -8 13 -13 -1
right_child=1 2 4 -5 -6 7 10 9 -10 -11 -12 12 -14 -15
leaf_value=0.057262591786170082 -0.087712911444098138 0.23588954943027995 0.022345427196615301 -0.0098048300097013236 0.0023484656352030439 0.10138261862591863 0.48188791898054345 -0.017617171444189107 1.0111999216527474 0.16212071193922831 0.19994222267462342 0.29260251171147239 -0.08382752469955361 -0.062206845165450955
leaf_weight=45.492977391928434 10.426994688808916 96.627374079078436 7918.5916618392803 53.635526536032557 13288.706817950588 85.10787744121626 25.941261227242649 544.56427517998964 1.818575995042919 34.169638994149864 11.862872298806904 11.47613498568535 11.142564831301568 1309.2442519669421
leaf_count=1263 118 145 59385 237 99278 956 46 12065 17 180 95 68 159 49809
internal_value=0 0.0114164 0.0107887 0.14819 0.00981513 -0.0342639 0.2894 0.00963453 0.120417 -0.00700508 0.393414 -0.0554795 0.107163 -0.058195
internal_weight=0 21405.8 21357.6 150.263 21207.3 2043.02 48.2311 665.66 86.9265 578.734 37.8041 1377.36 22.6187 1354.74
internal_count=223821 159304 159045 382 158663 64517 259 13218 973 12245 141 51299 227 51072
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=156 114 19 166 192 166 84 158 8 155 130 166 158 194
split_gain=677.165 396.618 272.151 227.501 300.031 199.112 181.875 179.627 176.648 95.7885 70.6574 54.5616 36.5283 32.7368
threshold=1.46316369512775 20.110051268876344 0.27019963610188918 -0.21006535277854269 17.002021247189216 -0.24150448871572766 0.27295141896696473 0.011027797583387056 0.23843122955606486 -0.073033329152376453 0.16227729265932289 -0.24857606947270564 0.088303289319101877 0.24665717534650264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 12 6 -2 -5 -6 -4 11 -11 -3 13 -1
right_child=1 9 8 4 7 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.062075023209939045 -0.023839033152760938 0.16939767092910762 0.044511919768589259 -0.0014752408362436751 -0.042813231005605794 0.010391046508236947 0.070948110665817674 0.033500669227148498 0.0037441339146332695 -0.015825924438281888 0.081490863464663707 -0.043480180766223633 0.087598153321063688 -0.029748176221508688
leaf_weight=1616.1927508935332 1876.5762903429568 12.123122319579123 3714.8881898391992 1238.397501045838 2597.9218942616135 17992.998767085373 481.59569230861962 349.98694825544953 1488.8170422464609 228.02217918820679 110.88998509943485 1755.7874831128865 17.920576311647892 388.5804710239172
leaf_count=24574 22156 122 32222 5697 19272 86703 2811 1155 7252 1047 599 15450 75 4686
internal_value=0 0.00898823 0.0124898 -0.0265259 -0.0143875 0.0071582 0.0188032 -0.033753 0.032848 -0.0326845 0.0160155 -0.0420204 -0.0545386 -0.0558092
internal_weight=0 27180.1 25073.3 6690.6 4667.9 19869.6 1719.99 2947.91 5203.71 2106.82 338.912 1767.91 2022.69 2004.77
internal_count=223821 165551 148333 58270 28935 108859 8508 20427 39474 17218 1646 15572 29335 29260
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=52 129 114 124 173 158 179 76 181 193 34 179 76 180
split_gain=2073.37 593.42 346.231 323.596 294.372 261.884 254.382 201.495 198.718 113.216 77.9967 30.7895 34.0406 13.1625
threshold=-1.0000000180025095e-35 1.0163415043056949 8.8999427406637235 -0.19479542984948917 0.30979939808890372 0.050518850762459898 0.11677768459244363 -0.32227677501239599 0.068582444667534811 0.57254319758452576 -0.08702727409997689 0.12886580696369329 0.0056883129292397755 36.332663989290502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 9 11 -4 -5 -3 10 -2 -6 -1 -13 -10
right_child=1 2 5 6 8 -7 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.079415687745172658 0.043147369664347207 0.10800412877297785 -0.016241338460558901 -0.02399274974947441 0.18718946426944849 0.024405042597623747 0.020841993545008528 -0.035441512865896772 -0.0048583116594708821 -0.047896498573613965 0.044461324487622099 -0.02078788776919311 -0.070366905898273255 -0.071876343906051451
leaf_weight=3363.5817301766947 5364.3332125917077 100.34532452374697 3014.7957230648026 1816.6857515797019 48.349103111773729 3342.6296205166727 4170.8739030249417 4058.3180285068229 35.314251057803631 140.15503140166402 183.98310094699264 195.14911895245314 476.93206721544266 172.24439019151032
leaf_count=98868 28144 208 13264 14250 143 13453 14799 28222 341 304 589 2121 6720 2395
internal_value=0 0.00762007 -0.00954561 0.023328 -0.0670441 0.00512986 0.00723868 -0.0319803 0.0106361 0.0408292 0.0741635 -0.0755113 -0.0559709 -0.0604738
internal_weight=0 22008.1 10516.1 11492 4475.55 6357.43 5987.56 4158.66 439.891 5504.49 232.332 4035.66 672.081 207.559
internal_count=223821 112644 55147 57497 111177 26717 29049 28430 3468 28448 732 107709 8841 2736
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=15
num_cat=0
split_feature=13 73 13 150 115 187 174 135 115 4 115 161 26 166
split_gain=1340.99 631.026 445.383 380.472 230.091 205.513 131.699 115.29 93.8286 64.0436 52.0966 44.0236 43.8753 25.2954
threshold=0.078417813415774362 0.36184825340760396 -0.30040253379151821 0.57188550246199599 0.014021923634989931 0.51785714285714235 -0.018181883679576339 0.080805058634767862 -0.17825062978656683 2.1669775423995503 0.59222304543589155 -0.28099766292886347 0.026147749842841152 -0.3072706146422215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 11 13 -11 -2 -13 -10
right_child=8 5 3 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.057689134695350246 0.074052013251784246 -0.01093773887215726 0.024281546307306476 -0.0075827897799652577 -0.01371320171161112 0.03268333570860673 -0.024166690758393505 -0.059609451678842906 -0.00084292383646466075 0.13780325064849722 -0.034573893903947002 -0.041760809094464738 0.20680687436296613 -0.074794647687574684
leaf_weight=3014.5878890715539 57.277797121554613 667.570158040151 7155.7164411442354 7866.9554210472852 530.77138902805746 684.70691941678524 1006.4887133389711 1795.9870248883963 47.121074974536896 24.407706025987864 62.245384423062205 140.51248584780842 7.4791621919721356 2512.2964995931834
leaf_count=15454 245 2922 35296 44697 1601 2611 8409 15709 170 218 948 3333 62 92146
internal_value=0 0.0072361 0.0151189 0.00759508 0.0469996 -0.0279931 -0.00115007 -0.0464205 -0.0655181 -0.0705705 0.0139798 -0.000387962 -0.0291988 -0.0734331
internal_weight=0 22722.8 18568 15022.7 3545.36 4154.75 1691.2 2463.56 2851.34 2646.07 86.6531 205.269 147.992 2559.42
internal_count=223821 126699 97048 79993 17055 29651 11020 18631 97122 93482 1166 3640 3395 92316
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=95 189 173 156 12 94 195 189 189 127 95 159 121 8
split_gain=1497.65 494.509 432.729 419.275 332.193 208.774 227.057 198.191 103.506 92.36 91.356 78.4595 151.49 62.5747
threshold=0.017556497062269541 35.500000000000007 -0.1448658356184164 1.2872962090540991 0.88628908075910229 0.02334928404305352 0.21933072122462358 25.500000000000004 37.500000000000007 -0.022061869070714901 0.25955123673581731 0.070206815518492435 -0.27697513356558429 1.1390970073149422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 9 -4 10 11 -7 -6 -8 -3 -2 12 -1 -13
right_child=1 2 3 -5 7 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.12330827136643017 -0.013599719689025035 -0.11801908014364411 0.039124186288487926 0.0037509377633011308 0.056866550073287496 0.1849381502934746 -0.064267444258926179 -0.027354447576744392 0.028795435011601034 -0.035451321193137014 0.068019061005052076 -0.07116241607503529 -0.049223790053493942 0.13468405045754897
leaf_weight=59.827451907098293 181.68218393437564 172.72541452758014 7089.1231883792207 6354.277899951674 294.32025128882378 59.762561429291964 261.41215657349676 5515.8658763552085 220.16945507097989 628.20501635503024 559.33875275030732 3367.1699375091121 340.71962484624237 14.832729477435349
leaf_count=2404 375 405 19392 24745 654 84 4510 31291 1547 2112 1567 121427 13008 300
internal_value=0 0.0076922 0.01815 0.0224044 -0.0150463 -0.0569904 0.0010935 -0.0230882 -0.021721 -0.0532575 0.0480079 -0.0653032 -0.0234537 -0.0702596
internal_weight=0 20795.5 14244.3 13443.4 6551.21 4323.89 541.344 5810.19 481.582 800.93 741.021 3782.55 400.547 3382
internal_count=223821 80541 46654 44137 33887 143280 6141 31945 6057 2517 1942 137139 15412 121727
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=69 117 87 169 87 170 130 73 39 151 97 98 124 84
split_gain=368.82 218.839 235.715 206.055 198.626 173.007 150.287 138.725 106.883 98.3928 93.1439 141.653 82.4593 53.5534
threshold=0.032909122427016567 0.61886228710750857 0.0046900329740836274 0.11691172215805341 0.14916679351986364 -0.064502624933336708 1.0804307497483621 -0.23924760991907962 0.055765859689257076 -0.45551512504637387 -0.050061779585079923 -0.034782536065359949 0.71306425207251756 0.012466647925378702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 7 4 -2 10 -4 -3 -5 13 -1 -12 -11 -7
right_child=1 2 6 8 -6 9 -8 -9 -10 12 11 -13 -14 -15
leaf_value=-0.077753493274542035 0.033283541699868094 0.26297663850724312 -0.0013931977296778647 -0.056598728018399685 -0.01832610550898978 -0.065131653567424605 0.089412747543861068 0.034424820248908687 0.0048402983330675291 -0.048726460719884943 0.12438218657158431 0.0034472717583919907 0.089535531494967235 0.13555172496909734
leaf_weight=118.62885584728792 7858.224992513191 53.744753168895841 9783.9778591701761 405.38319911854342 823.90375535748899 18.535815739538521 185.72086154483259 52.499655545223504 939.06994624668732 1940.7982622645795 107.72430665278807 959.90822761040181 44.115922371856868 47.05118500161916
leaf_count=3359 44445 58 69168 2906 4845 405 510 403 8912 68990 2340 16887 450 143
internal_value=0 0.0122854 0.00187731 0.0227447 0.028386 -0.0240869 0.000298384 0.15004 -0.013685 -0.0416716 0.0063091 0.0156496 -0.0456535 0.0788358
internal_weight=0 20102.5 10075.9 10026.6 8682.13 3236.76 9969.7 106.244 1344.45 2050.5 1186.26 1067.63 1984.91 65.587
internal_count=223821 131247 70139 61108 49290 92574 69678 461 11818 69988 22586 19227 69440 548
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=157 151 12 139 106 12 2 115 157 127 92 129 54 194
split_gain=588.675 483.481 508.523 275.286 267.89 155.556 149.362 125.042 41.279 29.1066 30.0151 20.4554 7.46683 6.80338
threshold=-0.32170843596790943 0.044555616578289763 3.1712843649268567 -0.20588966933603811 0.21600630315786071 0.92384894384337268 0.090780108520297373 -0.026505293501427159 -0.41514190564819103 0.43628904217351244 0.45573000798154234 1.0154778206637769 3.2357854608351544 -0.050835929905837657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 7 -4 -5 -2 -3 12 11 -11 -10 -1 -14
right_child=1 3 4 5 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.12464186017421537 -0.032286071957027478 0.066722454374369744 0.023915436560713006 -0.022284738575859081 -0.011503447824959613 0.027806238032192426 0.0085440631949379488 -0.013067680267290991 -0.019384785568341948 -0.045367636584051046 0.019078011642643476 -0.05501259368663796 0.16394697772877043 -0.072525828148478536
leaf_weight=1.9352615047246207 6227.4522341536358 210.08968672528863 5178.952371891588 656.02640516869724 3633.7314989417791 11278.611477470025 1046.4984151422977 3015.8868825696409 197.82303392700851 142.30452560633421 146.84271947108209 869.27425925061107 1.2189459595829237 643.24976568762213
leaf_count=28 50646 2532 26207 4973 24753 67409 5111 17302 2309 1166 1108 12274 37 7966
internal_value=0 0.00523378 -0.00684184 0.018047 0.00931118 0.0250528 -0.0264119 -0.0078714 -0.0506936 -0.040782 -0.0126391 -0.0484078 -0.0714896 -0.0720786
internal_weight=0 31247.2 16086.6 15160.6 8812.68 11934.6 7273.95 3225.98 2002.65 1356.24 289.147 1067.1 646.404 644.469
internal_count=223821 198933 106717 92216 50960 72382 55757 19834 24888 16857 2274 14583 8031 8003
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=67 193 67 154 195 105 118 121 195 139 192 108 67 121
split_gain=1944.42 755.872 412.369 323.581 291.905 200.915 148.633 133.918 105.818 94.9826 59.8144 32.0598 25.702 32.9637
threshold=0.013664559823288227 0.031512149777345948 0.28569914405778807 -0.22726776263432988 0.31448302233820796 8.2762070693701393 0.091268680255049348 1.1918468580317774 0.31079811995949053 -0.36293963932753454 17.607382006212159 1.3092715238166222 -0.01840999104616883 0.51547311844541666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 12 -4 -3 11 -5 -10 -7 -1 -14
right_child=1 3 6 9 -6 8 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.079824959330706297 -0.012249707167869862 0.018868352995352583 0.05469262461619321 0.046113122693715786 0.022329946008841906 -0.0089620156419806026 0.014764537132867961 -0.044096692820071809 0.033958224210921782 -0.042458862341988465 -0.033594618966035723 -0.072708385469670095 -0.061404371768906452 0.20162631850259835
leaf_weight=2718.4321223190054 4040.5933472597972 1915.872479878366 3538.1980296559632 125.18086973577738 6167.1766471862793 100.18712222576141 1265.8517060168087 410.08548162505031 313.50110158883035 3690.5198863847181 225.25264741387218 371.22923693712801 847.94843312166631 4.7914920141920438
leaf_count=87361 16307 6653 22807 389 24788 1256 6986 1267 3709 24126 3175 4393 20548 56
internal_value=0 0.00792129 0.0200122 -0.0216321 0.00864211 -0.0639356 0.0441717 0.0077671 -0.0245609 -0.0395531 0.00571442 -0.0591608 -0.0750735 -0.0599264
internal_weight=0 21153.5 15011.8 6141.66 10207.8 4581.34 4804.05 2325.96 1010.17 3815.7 538.754 471.416 3571.17 852.74
internal_count=223821 103323 70888 32435 41095 120498 29793 7920 12533 24515 6884 5649 107965 20604
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=157 115 74 170 108 170 96 154 10 74 28 72 128 128
split_gain=1111.77 646.611 307.192 395.693 254.203 191.427 188.718 141.715 57.5427 62.887 51.4681 15.1253 22.406 11.4867
threshold=0.10763197192517672 0.033771524840167898 -0.035209009027208325 0.04187345187951793 2.0502160226948054 1.172501944475985 0.075963501363231142 -0.21001404861355105 -0.097581270544308055 -0.094068632178508957 -0.04236956972059263 0.04138168467910084 -0.38426628073200814 0.12414531909518238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 10 -2 12 -10 -11
right_child=8 5 3 -5 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.032859170323852709 -0.039672162833430336 -0.0085877980609957109 -0.0051823710947970659 0.05305434151586276 -0.097190413838600997 -0.02973838931405174 -0.047446037330496682 0.077705998570600163 0.2796458651314413 -0.051231553784476296 0.050199249181235306 -0.075295049026164795 -0.056509144201591949 -0.087953991709982443
leaf_weight=7633.0136154135689 152.20690185483545 2313.0173534303904 7936.77368045412 1367.7789031034335 153.32054468616843 204.86171016655862 2719.0053129354492 306.29828463122249 2.9683817028999329 199.38238762132823 109.61365953087807 1778.7687038783915 5.9720440646633488 148.70913941413164
leaf_count=42127 1477 18409 36180 5660 235 1922 26773 2352 37 3208 1048 82576 129 1688
internal_value=0 0.00601693 0.0156428 0.00337849 0.0302984 -0.0236616 -0.0295845 0.0346446 -0.0655942 -0.0390713 -0.00204664 -0.0746429 0.0551003 -0.0669198
internal_weight=0 22634.1 17090.9 9304.55 7786.33 5543.18 5032.02 511.16 2397.62 609.912 261.821 1787.71 8.94043 348.092
internal_count=223821 133658 84202 41840 42362 49456 45182 4274 90163 7421 2525 82742 166 4896
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=73 19 192 129 193 192 22 158 129 69 151 76 151 192
split_gain=1219.83 394.274 356.114 406.789 315.484 285.736 212.663 159.501 155.429 155.286 175.224 152.689 128.647 100.461
threshold=0.10986934472839338 -0.22482259125626 16.458686957116367 1.0187347616272378 0.029951462513459048 5.7979056461810385 0.16550925944587888 -0.18756412157659721 1.0191763388538917 0.16138389987623644 -0.39527406724698061 -0.017477953215737311 -0.1388540655691009 16.752041833600686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 9 -3 12 -6 -8 10 -1 -9 -2 -11
right_child=1 2 3 -5 7 -7 8 11 -10 13 -12 -13 -14 -15
leaf_value=0.063199004720029858 0.042908320392887167 0.070934205488738675 0.02293573828473635 -0.016411494171702661 -0.056263564385696366 -0.038556226196157325 0.070239799732096875 -0.036514977802180291 0.0096214784062033133 -0.068026411156687977 -0.072190272793658611 0.026040943916880811 -0.018520996938127705 0.039635164250591715
leaf_weight=98.560102107003331 585.07577761262655 261.14808412734419 7781.8038744125515 3966.8893064884469 640.57834314741194 2730.087037823163 1828.2837169263512 626.06827282253653 550.29704203084111 137.14279045723379 3175.2448699111119 1035.6020113490522 816.93084383383393 235.50735914334655
leaf_count=2099 2148 711 29684 10923 8771 16407 4715 6689 1052 941 125107 9641 3930 1003
internal_value=0 0.00919675 0.00180742 0.00965034 -0.0428534 -0.0289972 0.0380066 -0.0138708 0.0562154 -0.061152 -0.0681143 0.00247172 0.00711426 1.35275e-05
internal_weight=0 18520.5 14739.9 11748.7 5948.7 2991.24 3780.59 2302.25 2378.58 3646.46 3273.8 1661.67 1402.01 372.65
internal_count=223821 69570 57725 40607 154251 17118 11845 25101 5767 129150 127206 16330 6078 1944
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=140 119 87 168 110 154 193 55 189 74 130 64 83 77
split_gain=312.704 192.222 211.932 205.609 216.127 172.884 156.929 112.233 112.564 107.911 91.2924 150.932 81.4622 68.7352
threshold=-0.077435389101777871 -0.050260066638670685 0.0039601222120292691 8.2294550603946153 0.12087165897897885 -0.44198834806796694 0.0096695824956074712 -0.20639196100529875 30.500000000000004 -0.212584004396597 -0.043479538942725708 -0.016962236037501681 -0.19502651550163588 -0.30045431899614872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 9 4 -2 -4 7 8 -1 -3 -8 -12 -5 -9
right_child=1 2 5 12 -6 -7 10 13 -10 -11 11 -13 -14 -15
leaf_value=-0.043154710482070223 0.0022200663877372253 0.22596425173993095 0.14631057390377089 0.23559348983518499 0.041703527626409435 0.0015914784768995391 -0.050661167719846134 0.095670632432471592 0.38951956254056341 0.041982416977779796 0.13452510710762566 0.0011223926718237009 -0.026492384979666009 -0.059116721213619342
leaf_weight=12.659560161642732 1987.9736346690916 62.420991364866495 83.066674362868071 12.031588558107613 4581.178563260939 13207.422031706199 268.86435377970338 29.379999820608646 11.452041671611367 65.157134478446096 95.665092101786286 747.48500275472179 829.49668465787545 1218.9476782102138
leaf_count=448 23616 82 358 86 15160 88000 10462 985 215 386 2342 8336 7989 65356
internal_value=0 0.0108666 0.0037273 0.0237932 0.0297549 0.00249599 -0.0273637 -0.0513462 0.162348 0.132 7.85478e-05 0.0162585 -0.0227453 -0.0554737
internal_weight=0 20828.7 13418.1 7410.68 6569.15 13290.5 2384.45 1272.44 24.1116 127.578 1112.01 843.15 841.528 1248.33
internal_count=223821 135677 88826 46851 38776 88358 88144 67004 663 468 21140 10678 8075 66341
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=151 13 19 186 114 83 0 118 57 124 139 120 67 167
split_gain=490.89 547.532 266.228 204.499 195.91 161.296 161.107 160.517 132.099 125.732 154.754 114.683 67.8173 65.0663
threshold=-0.045692077656348008 0.069428125338632254 0.012570704145627342 19.750000000000004 15.43004804208841 -0.1518671847230483 4.3934786675592834 -0.1006683988525585 6.743434089668721 -0.25072969272576145 0.41841032780491333 0.23048323147207045 0.013664559823288227 -0.24167835467016704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 11 5 -3 -5 -2 -9 12 -11 -1 -4 -6
right_child=2 4 9 6 13 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.031876458177875606 -0.027253580457533528 -0.048339901189381834 0.048878407855191069 -0.048883449013284536 0.26254494458694561 0.023862520279661261 -0.014367503311736203 0.022935288189544614 -0.0051347114330025896 0.030230649815883442 -0.0050367843861856658 0.057924132323171951 -0.022871111686487068 -0.029940735523056452
leaf_weight=232.22264369856566 1885.7921354556456 333.96307541057467 155.72910473495722 4301.2385372519493 7.6576736513525239 4206.5959152635187 1972.4411663617939 2709.1780031053349 4398.5401269998401 8673.5819647591561 1452.5794164054096 366.90890669543296 855.01800691336393 1123.4938499499112
leaf_count=3492 13565 1349 887 45458 59 21398 11403 15660 26403 57771 9114 3080 4314 9868
internal_value=0 -0.0137223 0.0114803 -0.032701 0.00927559 0.018552 -0.0380317 -0.00131695 0.00556445 0.0218147 0.0251716 0.0231175 -0.0118164 -0.0279607
internal_weight=0 12544.5 20130.4 6872.81 5671.71 4540.56 6273.68 8993.51 7107.72 11136.9 10126.2 599.132 1010.75 1131.15
internal_count=223821 96107 127714 63433 32674 22747 56861 55628 42063 72086 66885 6572 5201 9927
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=68 156 119 14 111 154 45 154 21 1 40 152 34 116
split_gain=1662.55 584.41 316.614 254.502 239.56 232.34 212.911 112.861 81.9994 58.3408 41.9063 36.1605 32.6517 45.3658
threshold=0.01091192292412968 1.7621858769682108 -0.028565305402358895 0.066876475173068647 0.13247987856262602 -0.21338438551025504 0.37809173900339538 -0.22381323156751481 0.28500275227255606 0.32354949996963267 79.426103572928767 0.13877691553836574 0.019161409917670343 -0.018305187237294122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 7 9 -4 -3 -2 -5 10 -1 -11 -6 -14
right_child=1 2 5 8 12 -7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.04151428426633718 -0.020856596740205222 0.019646338370973144 0.024534774868295185 -0.0050799403153258538 -0.078373288615570025 -0.0077844023848606964 0.057426560692961641 -0.063452007505240396 0.058139924442665997 0.049543196561080416 0.041953740779302279 -0.02327690876332662 -0.077694126052988269 -0.024266610013822541
leaf_weight=591.27701305691153 1043.8489288184792 5096.7246120702475 3364.3046423923224 707.60278855916113 2732.5977642145008 6564.6201207684353 2108.860484380275 1539.3645039414987 288.9422396402806 174.28427389729768 66.962619218975306 112.02227025851607 347.90484104305506 292.58266197238117
leaf_count=8269 4827 20947 15364 2675 95985 30620 13508 16061 1126 1226 310 1284 8487 3132
internal_value=0 0.00706928 0.0147467 -0.0296787 -0.0611453 0.00316659 0.0307035 -0.0462397 0.0132503 -0.0166324 -0.0330231 0.0210511 -0.07361 -0.0532878
internal_weight=0 20714.3 17134.5 3579.76 4317.63 9928.92 7205.59 2583.21 996.545 944.546 658.24 286.307 3373.09 640.488
internal_count=223821 105128 80439 24689 118693 45984 34455 20888 3801 11089 8579 2510 107604 11619
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=13 137 119 74 151 13 168 13 167 83 4 173 159 160
split_gain=1073.33 472.633 360.225 461.12 239.811 254.945 183.406 144.546 83.3869 70.2799 51.9221 49.4571 40.5676 39.0376
threshold=0.078417813415774362 0.022900885033176346 0.14910955201850049 -0.043295725545853751 -0.10219585597476796 -0.20108996895323319 38.034533300484753 -0.035037041508314659 -0.23860952321238629 -0.14183485112103442 2.1669775423995503 -0.16425930912581715 0.092347787018605562 0.048079028003345257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 9 -2 11 -10 -11 -12
right_child=8 2 6 -5 5 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=0.043448638697550515 0.091788036113283317 0.014132328917666146 0.0071738934310978377 -0.042395820982875587 0.03250572553356753 -0.011852658414149774 0.080729618940878559 0.0028475965297841913 0.032676383406464955 0.043919266687434649 0.2841053567551588 -0.073377264125114208 -0.074800362666918169 -0.0064933832133686406
leaf_weight=4482.1864875983447 58.133357498794794 2167.1879173833877 4243.4896507337689 4318.8153886850923 2162.4430894628167 3232.4901482118294 368.41574058495462 1090.1301630921662 44.881932175718248 41.027798186987638 4.9368001772090784 2169.2555757262744 96.439688889309764 72.656066500581801
leaf_count=24743 255 11263 23300 28547 11063 20428 3066 4289 1307 176 50 93886 352 1096
internal_value=0 0.00623333 -0.00831579 -0.0235079 0.0209558 0.00592745 0.0130498 0.0355057 -0.0630606 -0.000387862 -0.0684097 -0.0712275 -0.0393679 0.0119958
internal_weight=0 22065.2 11097.9 6486 10967.2 5394.93 4611.91 5572.32 2487.33 195.601 2291.73 2214.14 137.467 77.5929
internal_count=223821 126699 66176 39810 60523 31491 26366 29032 97122 783 96339 95193 528 1146
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=64 103 1 61 126 167 86 195 11 35 87 193 19 36
split_gain=1123.04 377.122 396.586 305.1 306.269 233.453 224.609 170.099 910.414 444.757 206.818 176.892 114.629 69.5519
threshold=0.017948027096679479 0.41986667916278214 -0.1532016703305398 0.31556758183407252 0.95960441781706263 -0.002661512955866661 0.60899631246005947 0.21933072122462358 -0.32226062194061139 -0.015642674242100089 0.0346088802979524 0.038297048791674428 -0.22142081047275755 0.32512466097382686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 6 -5 -4 -3 8 9 -1 -10 -9 -2 -13
right_child=1 3 5 4 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.081685030192149344 0.0018711835419270514 0.017603371210017538 0.03020857506381476 0.042934578204793371 -0.015109041420059324 -0.0094172903530945432 -0.028573788798843647 -0.073018894322930308 -0.06197589222733299 1.0745166438258005 0.13741737831578146 0.29899981192944408 -0.047461472572202665 -0.024874451351675902
leaf_weight=4.6589770410209921 581.18427368625998 2539.7868409659714 2409.0512013938278 5240.2335315663368 1099.8669273816049 3883.5052710771561 1799.802997443825 2569.0900118211284 259.47435890883207 11.63741627987474 65.063800388947129 6.6773457285016766 2484.4698716830462 948.17184458579868
leaf_count=245 3153 7920 10518 15976 2100 28240 3556 112195 9327 90 226 20 15308 14947
internal_value=0 0.00603974 -0.00861566 0.0188817 0.0328653 0.00575313 -0.00154816 -0.0528355 0.0146223 0.74397 -0.0220013 -0.0593599 -0.038109 -0.0226096
internal_weight=0 20037.9 9358.21 10679.7 6340.1 6292.56 4339.59 3864.77 340.835 16.2964 324.538 3523.94 3065.65 954.849
internal_count=223821 86771 57219 29552 18076 38758 11476 137050 9888 335 9553 127162 18461 14967
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=13 129 108 106 119 168 7 130 79 59 130 129 196 73
split_gain=280.879 190.866 199.966 330.862 171.405 130.596 170.624 101.61 68.2335 59.5431 56.9192 56.4926 49.9028 23.2537
threshold=0.17943581689514257 1.0245748931830738 1.9851767311595288 -0.18792453943414858 -0.087587546166509794 4.1272701805210028 0.52308700487578064 0.73563968125132473 -0.038496775646205503 0.12856260531386671 0.060002665450056926 1.0212563822485337 0.081612612891373712 1.4108475276569241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 9 12 -8 -2 -3 -9 -7 -12
right_child=5 10 3 -5 -6 7 8 11 -10 -11 13 -13 -14 -15
leaf_value=0.025038353308129188 -0.0019253554866033463 0.21421532841682597 -0.047444325288127059 0.15246817093365927 0.0039496637198951521 -0.066916382809281888 0.13816647751744937 0.13198253249633399 0.6582509148475576 0.20882184336079415 -0.095402987967884156 -0.083907147509344915 -0.013118451593816706 0.075037949450107166
leaf_weight=5068.9827254270203 127.22983237495646 6.3593427538871756 126.37638438120484 240.02722706925124 16081.139009616338 893.09631195990369 4.3389882016927004 45.749644476454705 6.0260319933295232 14.985257320571689 217.74573456402868 16.489311108831316 213.67457877332345 8.3101657293736917
leaf_count=33194 7864 29 526 522 109961 64076 194 255 101 332 1682 525 4536 24
internal_value=0 0.00929917 0.0102728 0.0835163 0.00900392 -0.0381819 0.0488296 -0.0495387 0.440534 0.0202812 -0.080837 0.0747857 -0.0565301 -0.0891373
internal_weight=0 21748.9 21516.5 366.404 21150.1 1321.59 152.58 1169.01 10.365 142.215 232.415 62.239 1106.77 226.056
internal_count=223821 145938 144203 1048 143155 77883 8491 69392 295 8196 1735 780 68612 1706
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=157 154 118 88 43 63 119 148 158 157 180 86 12 193
split_gain=473.236 366.337 236.842 215.789 166.329 162.711 82.587 69.6515 56.4134 33.924 25.7919 22.8058 16.099 13.5358
threshold=-0.32170843596790943 0.081336894136835633 -0.10976540950020426 6.7391251147440565 0.67063234714071607 0.49512452333471518 -0.063969205273150267 0.45514827942503161 -0.23478314614938878 -0.41514190564819103 34.965863453815267 2.2116340615509533 1.743792500497815 -0.047664314026377899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 9 13 -11 12 -10 -1
right_child=1 4 3 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.27997967526795581 -0.029261973764848816 -0.053098126862994637 0.00077743857968401745 0.15658990299879327 0.027427314302882956 -0.044711037106011577 0.0041827880039847455 0.1834674175627159 0.15960445546696367 -0.01435771423687387 -0.048483236160288615 0.36001977506767424 0.0064663903173772727 -0.07038953826330456
leaf_weight=1.1047276370227326 3141.7033412987366 394.81684935837984 17002.634199318476 89.351219212636352 8615.6965732416138 324.4430254008621 694.40417339466512 15.467088486999272 10.166496869176628 289.81265576556325 939.2453731847927 2.6823354717344037 21.138704935088754 581.93839159514755
leaf_count=42 23349 3605 98316 540 64024 3070 5813 216 107 3842 12744 23 146 7984
internal_value=0 0.00468501 -0.00305616 0.00159197 0.0203143 0.0248094 -0.0165802 -0.0282198 -0.0474662 -0.0498602 -0.0404364 0.0801765 0.0561986 -0.0697257
internal_weight=0 30278.5 20249.2 17092 10029.4 8940.14 1089.22 3157.17 1846.09 1812.1 1229.06 33.9875 31.3052 583.043
internal_count=223821 198933 122421 98856 76512 67094 9418 23565 24888 24612 16586 276 253 8026
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=67 156 14 131 136 26 180 152 111 195 129 67 66 138
split_gain=1527.27 537.553 286.723 270.801 242.472 151.349 143.604 121.45 118.218 48.5418 35.3741 33.1674 29.6241 16.9338
threshold=-0.0011702746389768582 2.1017343456104003 0.040489607950678581 -0.2112357237888737 -0.066884992544789371 -0.02655666909219009 36.500000000000007 -0.21050873684531193 0.084693201775315127 0.30248058228903113 1.0162987057008179 -0.023689711528310894 6.0840212435872258 0.047567275945716005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 9 -1 -11 13 -13 -10
right_child=1 3 7 4 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.06315306806849523 -0.0087188651053213655 0.058597919221284635 -0.023832077683854699 0.029425728878686983 -0.0038895308356018156 0.021687178500158773 -0.055359235127367262 0.030292224481110699 0.14403450960936096 0.07071561703499174 -0.024176096046440734 -0.063758017211793944 -0.012675831086660566 -0.078788079385167673
leaf_weight=81.490121774375439 939.6712854700163 1603.346138886176 681.94802171830088 3020.6678212797269 7893.0803308840841 3616.9474250283092 2219.2139720954001 1057.4604062391445 3.4156343853101125 94.98774432670325 66.991777072660625 620.04101944621652 138.97520435974002 2335.6401511589065
leaf_count=800 5969 8485 2452 13413 38266 20323 19667 4464 54 645 693 18126 3186 87278
internal_value=0 0.00548265 -0.0235319 0.0142915 0.00533135 0.0330238 -0.0414852 0.00907239 -0.0672958 -0.000200575 0.0314701 -0.0725686 -0.0544049 -0.0784627
internal_weight=0 21032.3 4898.29 16134 10913.7 5220.29 3158.89 1739.41 3341.54 243.47 161.98 3098.07 759.016 2339.06
internal_count=223821 113039 32552 80487 51679 28808 25636 6916 110782 2138 1338 108644 21312 87332
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=13 82 157 114 24 108 114 173 115 173 160 134 10 82
split_gain=941.59 431.739 457.664 294.741 208.979 143.564 136.405 96.0582 84.3936 62.5554 40.6791 30.1491 41.8785 35.9913
threshold=0.078417813415774362 0.467410681581022 -0.28192618109969964 4.390638523793144 0.14168237010838602 1.8395031486621041 5.5231489711344324 -0.039435943855573315 -0.15885421306957215 2.5571388519961289 0.46206016631411706 -0.024615802537986172 -0.15378246302301588 -0.13708129011781064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 11 -10 -11 13 -13 -2
right_child=8 5 3 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.054673360117421022 0.033344103103342432 0.0029608123013401613 0.028021132108965743 -0.0055461971914206589 0.0087557071633742982 0.063602064604540348 -0.052252789377497812 -0.019415785764562751 -0.071119902431087387 0.16979060640554144 -0.01475435826650596 0.75296805179731363 0.074105428166459805 -0.05379822580960502
leaf_weight=2963.6047936044633 83.546169345267117 583.18746291100979 3452.340944471769 10795.409308541566 1489.2168776448816 244.35809685755521 1922.3096869103611 324.41998726502061 2011.8966656858101 14.863537851721047 60.819706786423922 0.94307344593107956 24.941120928153396 109.5347095252946
leaf_count=17343 1161 1919 18269 62068 4923 1011 18530 2636 91511 116 776 11 393 3154
internal_value=0 0.00562382 0.011333 0.00258743 0.0393165 -0.0291049 -0.0394011 0.0162503 -0.0615675 -0.0677625 0.0214887 -0.00250553 0.0988393 -0.0160917
internal_weight=0 21774.8 18700.6 14247.8 4452.82 3074.28 2505.5 568.778 2306.54 2087.58 75.6832 218.965 25.8842 193.081
internal_count=223821 126699 102603 80337 22266 24096 20449 3647 97122 92403 892 4719 404 4315
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=95 180 126 123 186 12 94 186 152 169 19 158 152 136
split_gain=1003.63 382.462 381.075 323.608 277.814 260.141 185.637 180.114 167.518 141.097 125.381 112.849 92.1743 54.761
threshold=0.017556497062269541 36.848058902275774 0.93910706873536209 1028.5000000000002 43.250000000000007 0.88628908075910229 0.02334928404305352 15.250000000000002 -0.083604355297881364 1.2770061709705376 -0.24789473044409496 -0.076105472444674679 -0.31617465020833402 0.007273099937892955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 10 9 -7 11 12 -2 -8 -1 -11
right_child=1 2 4 -5 -6 7 8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.00092902349957762738 0.098053895046814096 0.011991143089928186 0.0084890313418207568 0.051226567373384539 -0.038921204057816239 0.051796840999421667 -0.054633054009702413 -0.031470567995637848 -0.062293831115313204 0.28687939246230459 0.0052205783718579351 0.091216922017587784 -0.068534616097001316 0.042679932912730423
leaf_weight=204.89055143389851 248.93752318248153 5709.7685482511297 3887.9667617389932 3327.057649881579 1812.0111163593829 276.8005862403661 70.629003840498626 4223.4562393529341 213.80876063928008 13.388277368620036 350.08859229460359 213.14546333812177 2823.2245882386342 29.23527633305639
leaf_count=5941 548 25242 11192 10858 4185 623 1018 26788 3692 128 1105 1431 130712 358
internal_value=0 0.00549703 0.0136651 0.0264363 -0.00658258 -0.0181085 -0.0521099 -0.026349 0.00455166 -0.0612913 0.0437994 0.0549161 -0.0638345 0.119384
internal_weight=0 19836.1 14736.8 9036.83 5699.98 5099.28 3568.32 4500.26 497.583 3070.74 599.026 283.774 3028.12 42.6236
internal_count=223821 80541 51477 36100 15377 29064 143280 27411 6141 137139 1653 2449 136653 486
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=85 83 72 4 129 70 70 158 80 87 196 19 96 23
split_gain=259.826 307.101 250.425 196.824 178.638 134.758 138.893 107.819 102.243 89.9617 84.6365 75.0898 64.8141 56.6799
threshold=-0.03374815805970649 -0.19502651550163588 0.020432667684108029 -0.03575673326891611 1.0155316109626573 0.065804036837806626 -0.18192524492398401 -0.17913174905563026 -0.19668122701121757 0.0099804797894592918 0.0038732478602841857 -0.24789473044409496 0.64047857433940347 0.087350794242470511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 7 -2 -4 6 8 -3 -1 10 -7 -11 -8 -5
right_child=1 2 4 13 -6 9 12 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.054568028155581809 -0.088293988763914019 0.16524255550811592 -0.016830404318697804 0.31269190531045049 0.011189515226997411 0.71478358320638458 -0.048507202140282375 -0.09979120606208175 0.1382587624133142 -0.070300819386864763 0.14308095488911962 0.16786055008447723 0.11345193022652129 0.027992466652154598
leaf_weight=43.618569732643664 18.685410847887397 137.09425285831094 2594.782312146388 58.852986068464816 18479.960072522983 4.3509119804948551 1449.7998243332841 17.284707851707935 74.401637092232704 24.701140946708616 6.3964446224272251 28.527935770340267 25.137608502060175 7.9358084369450799
leaf_count=1847 231 266 36732 183 125301 19 57731 97 684 350 42 107 154 77
internal_value=0 0.00943085 0.0086692 0.1986 0.00773962 -0.031679 -0.0373942 0.135569 0.0669928 0.110625 0.374527 0.0573409 -0.0457469 0.278864
internal_weight=0 21314.6 21229.1 85.4742 21074.7 1656.93 1592.96 154.379 118.02 63.9764 10.7474 53.2291 1474.94 66.7888
internal_count=223821 162887 162396 491 162033 60934 60416 363 2531 518 61 457 57885 260
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=14
num_cat=0
split_feature=157 151 12 114 67 61 189 63 158 35 86 157 195
split_gain=406.59 309.313 387.011 196.07 152.27 162.206 151.771 111.763 48.6447 43.9714 40.1005 26.5653 19.4851
threshold=-0.32592946301694592 0.095346600384959873 2.7450522202574401 15.622633784179639 0.04810333090625192 -0.036142314631516077 32.500000000000007 0.45291870775686099 -0.26156311053996922 3.3603141985452685 2.2116340615509533 -0.41514190564819103 0.77207863266715948
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 9 11 12 -1 -10
right_child=1 4 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.068525456689427208 0.011226371208894276 0.029432363338299117 0.013198141359867237 -0.021894907158584442 -0.020078581795145545 0.01594513474314466 -0.030272819815724179 -0.044846311324129209 -0.014515796322958151 0.32124362562294184 0.31936505233553059 -0.041299717182740087 0.11603747155384114
leaf_weight=539.97837750706822 1051.9897592104971 6302.3996948394924 9265.9920346941799 1922.4039821363986 1808.2709343042225 4048.2520060874522 5430.5971635524184 209.29359544813633 49.835399306379259 3.1889588702470055 4.653425518423318 1065.7243977710605 14.835329845547674
leaf_count=8009 8943 48382 49793 17138 8455 20223 44635 2255 437 38 34 15350 129
internal_value=0 0.00439307 -0.00409635 0.00716841 0.0165223 0.00482238 -0.0235384 0.027045 -0.0461846 -0.0497187 0.0358345 -0.0504554 0.0154328
internal_weight=0 30039.2 17671 11188.4 12368.2 5856.52 6482.59 6511.69 1678.22 1608.89 69.3242 1605.7 64.6707
internal_count=223821 199824 120509 66931 79315 28678 53578 50637 23997 23397 600 23359 566
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=34 167 176 116 178 180 34 114 77 163 77 77 125 40
split_gain=1300.76 415.062 306.629 347.767 252.7 183.789 134.259 131.806 93.2384 72.8702 39.1886 31.8329 27.546 13.6476
threshold=-0.0021479231134794987 -0.083885681323002226 1.6574822289787325 0.36300019912827924 0.22252442989009982 37.15595716198127 -0.072759724958990066 11.965813597887559 -0.011589005678382553 -0.15035376655112836 -0.040750195356875539 -0.19075698100456276 -0.3701340817105217 11.023307989719862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 12 6 -6 9 -9 -2 -7 -4 -1 -14
right_child=1 2 11 -5 5 10 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.11069799557198873 -0.067530790983095848 0.0044323639773448465 -0.0029412207067080866 0.035987664544305312 0.10548495870090491 0.082540316025072238 -0.0079783330293471209 0.012093597734669878 -0.059044910454139982 -0.026817014987350746 -0.066619040845527319 -0.061657650779454787 -0.078284737868187584 -0.058863617936529555
leaf_weight=7.9913621032610527 868.3478190889582 11570.910601896234 108.80864558368921 5002.5099586909637 155.58890616707504 18.381318297237158 316.29106673505157 874.86496354173869 233.39133318141103 890.36695163231343 421.95871386025101 609.78707405179739 2303.0906050889753 429.27498641517013
leaf_count=68 11243 59573 295 30715 713 78 1886 3221 1346 6496 6001 2424 88825 10937
internal_value=0 0.00534152 0.0111842 0.013957 -0.0595156 -0.013927 0.0294329 -0.0298983 -0.00288769 -0.046919 -0.0603926 -0.0527669 -0.0746913 -0.0752335
internal_weight=0 20159 17292 16573.4 3652.58 912.22 471.88 2866.97 1108.26 1758.71 440.34 718.596 2740.36 2732.37
internal_count=223821 115313 93007 90288 108508 8678 2599 22306 4567 17739 6079 2719 99830 99762
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=13 115 169 73 169 115 135 186 167 83 139 159 46 178
split_gain=830.922 393.823 327.321 262.926 172.958 194.55 158.605 139.161 89.157 58.7175 56.1999 38.9117 32.587 26.1639
threshold=0.07374667900202482 0.033771524840167898 0.085972829790167085 -0.043485798424407467 0.57397458155997738 0.35558081739088981 0.046231332436085744 38.250000000000007 -0.23860952321238629 -0.15819597479558409 0.022144898467005857 0.092347787018605562 2.231657631526855 -0.22502328124906398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 -2 12 -11 -10 -12
right_child=8 4 7 -5 5 -7 -8 -9 10 11 13 -13 -14 -15
leaf_value=0.023216529691686187 0.093336048017492984 0.0019736480137391059 0.050652063884767243 -0.003120789444234788 0.081043877450821922 -0.012815683091957337 -0.042084678584644673 0.156847558890646 -0.072605977411267661 0.045335652377737526 0.12255716142776239 -0.064571986757972363 0.001888673834546082 -0.02069791115450852
leaf_weight=6905.6490426743403 54.369355849921703 1161.2008901657537 1058.7135836947709 8402.491951610893 325.31738342903554 687.62546851020306 2757.0870149917901 139.67664646822959 1799.549545312766 48.00430466234684 13.991403608582912 97.920228812843561 60.70187384262681 143.59725159453228
leaf_count=41422 244 6777 4455 39246 1814 7261 24253 600 92436 207 299 383 1042 3382
internal_value=0 0.00529207 0.0127002 0.00876023 -0.0195056 0.0173283 -0.0290278 0.0630295 -0.0590013 0.00463331 -0.0653178 -0.028416 -0.0701751 -0.00797911
internal_weight=0 21437.8 16506.5 15308.1 4931.23 1012.94 3918.29 1198.39 2218.13 200.294 2017.84 145.925 1860.25 157.589
internal_count=223821 125828 85723 80668 40105 9075 31030 5055 97993 834 97159 590 93478 3681
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=95 63 181 195 188 94 151 190 51 151 195 193 158 176
split_gain=866.909 309.487 306.979 302.777 266.921 171.208 169.428 145.511 120.988 120.177 309.489 105.013 98.7189 87.5098
threshold=0.017556497062269541 0.45291870775686099 -0.0049451104536888191 0.73526623327640483 0.60762586026322651 0.02334928404305352 -0.12513271060555761 4.6618002935692475 13.361414746370986 -0.35185116190021587 0.22162928980237653 0.87011353907531064 -0.076105472444674679 -0.17269052295299664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 13 -4 9 12 -5 -2 10 -1 -11 -7 -3
right_child=1 3 4 7 -6 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.2686246237633364 0.0096696691650382458 -0.039281288776443907 0.013534392312620056 -0.016505087291955618 -0.015698378401982571 -0.051040385049983032 -0.055721733588248085 0.079879519338375504 -0.049911394092474241 -0.067768296065190317 -0.053617377208101752 0.064274314086948864 0.097096078279069006 0.06723834243335701
leaf_weight=39.179090105928481 434.09433182235807 80.995537303388119 10084.308520666324 1080.0722455531359 4525.12852120772 58.912850369699299 239.37593223433942 183.20025781542063 1586.1486205589026 2632.8744735317305 124.55977695342153 61.640472877770662 190.29664293583483 1614.0933331102133
leaf_count=551 1446 190 38932 3528 10892 899 4127 506 16936 132046 3934 608 1115 8111
internal_value=0 0.00472906 -0.000572563 0.0345308 0.00447983 -0.0503418 0.00436297 -0.00252736 -0.0371091 -0.059693 0.023488 -0.0647477 0.0620768 0.0621486
internal_weight=0 19588 16629.7 2958.36 14609.4 3346.84 488.585 1263.27 2020.24 2858.25 163.739 2694.51 249.209 1695.09
internal_count=223821 80541 68206 12335 49824 143280 6141 4034 18382 137139 4485 132654 2014 8301
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=11 130 157 67 94 103 35 168 105 45 94 89 188 32
split_gain=227.5 275.814 228.103 175.711 342.196 318.847 254.452 201.957 200.039 159.228 149.95 132.961 112.131 92.7076
threshold=-0.10028872340104486 0.45615089620540766 -0.2858656197688843 -0.088140057630562499 0.019888418481477786 -1.0000000180025095e-35 -0.23055464508041559 2.9978581007863676 2.0219648876203276 -0.023366657369171231 0.011840894764690227 0.15465176275134998 0.98402619664494562 -0.15446493182960588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 7 -1 -5 -6 -3 -2 -7 -4 -11
right_child=1 9 12 5 8 11 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.16612527916135136 -0.067406835234521331 0.080567672671424645 -0.029148225135389966 -0.021299260837080464 -0.033233115358680662 0.020130996104120266 -0.037670111769513695 0.060072196297936892 0.045541277491224733 0.18623455909458722 0.030564501464887629 -0.0082393525834972264 0.01876753386638258 0.0079532876203140257
leaf_weight=63.175496136769652 176.82492067664862 439.9117956571281 5078.647854287643 348.68624513503164 417.05273246765137 4640.5915316557512 2026.5191453681327 2435.0941732679494 1419.8103161072358 29.793966718018055 1340.9054719414562 2565.04358197283 540.35524305608124 1387.8500715396367
leaf_count=100 968 2058 121523 4928 1148 22152 21156 20709 3089 78 6667 7370 3444 8431
internal_value=0 -0.00631492 -0.0152489 0.0140914 -0.00383138 0.0211364 -0.031509 0.0498799 0.0276559 0.0280096 0.0191502 0.0100318 -0.0245404 0.0117001
internal_weight=0 8994.29 7136.73 13916 3926.56 9989.42 2089.69 2783.78 1836.86 1857.56 1517.73 7205.64 5619 1417.64
internal_count=223821 143169 132602 80652 25493 55159 21256 25637 4237 10567 7635 29522 124967 8509
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=166 173 81 139 187 57 158 35 129 0 52 155 92 32
split_gain=353.486 270.716 206.744 182.29 122.998 112.443 108.032 84.397 81.5866 80.8907 69.8047 39.8502 33.9951 25.5429
threshold=-0.25194968577931248 0.43085966762297917 1.6344977672277226 0.049016479281002688 0.069767441860465226 5.0490427049616891 0.14429515352362529 -0.04956076109336436 1.0166621050689313 5.8405769781772667 3.2179943230195449 -0.20372372995599039 -0.0060810077747300425 0.14654678875441848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 7 9 -3 -7 10 -1 -8 -11 -13
right_child=1 5 4 -5 -6 8 11 -9 -10 12 -12 13 -14 -15
leaf_value=-0.039490941486282904 0.013925063642921183 -0.067768027528431071 0.11991922044088466 -0.0041358521430045038 0.018420071210811208 -0.043745564437887796 0.35083813949282527 0.036015798720519944 -0.010665619008155028 0.064799889847050318 0.54120276338354123 0.10998074394524582 -0.020508936600947138 -0.082085719006180571
leaf_weight=2623.5623917914927 15678.112522119656 93.207334129139781 262.01076963916421 8683.5518189482391 219.33952066116035 1612.5390084572136 5.9752520918846121 491.7324582785368 1386.745000702329 109.42285755090415 2.0717302057892075 40.710056275129318 81.506570050492883 8.3431946486234647
leaf_count=45145 92066 434 1228 49349 1278 19973 36 2220 10297 885 33 159 692 26
internal_value=0 0.00506299 0.00876968 0.00748737 0.0736685 -0.0206288 -0.0317517 0.0194783 -0.0284508 -0.0344628 -0.0390328 0.107014 0.0283821 0.0773132
internal_weight=0 28427.2 24843 24361.7 481.35 3584.22 2871.59 584.94 2999.28 2816.56 2625.63 55.0285 190.929 49.0533
internal_count=223821 176845 143921 141415 2506 32924 46976 2654 30270 46755 45178 221 1577 185
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=67 118 173 95 157 115 126 105 85 195 115 176 115 193
split_gain=1208.82 538.68 290.428 291.95 258.742 182.848 114.717 108.507 53.497 43.881 59.2136 25.5934 80.2944 19.8588
threshold=-0.0033815336375972774 0.011089915958889238 0.39036575105874122 -0.02625690974498289 -0.23331974765970495 0.028381228843044243 0.91968981642078285 8.8016701630259693 0.13951848366007921 0.31079811995949053 -0.026505293501427159 0.24775368188860805 0.19165947911204548 -0.052690046585528123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 -6 -4 11 -3 13 -11 -1 -13 -9
right_child=1 4 6 -5 5 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.075611806380204108 0.053585556148307283 -0.092616099256877915 0.059659977042393619 0.0011767367904736521 -0.048427224051869062 -0.0019617112831919496 0.011259953710221482 0.092037052179552173 -0.043980914177110343 -0.071614872694555548 0.030749208153538227 -0.0065737620802800659 0.91877906799980402 -0.064491062898691456
leaf_weight=2319.7248874902725 1281.2160581983626 322.67472489364445 2077.0347702559084 6238.4074121373706 944.22033216618001 8216.2228972222656 640.78757994621992 8.4520945725962502 756.18707659561187 77.959977440536022 205.38778181280941 15.276062856428325 0.99903994984924871 197.54400770645589
leaf_count=100918 5272 2420 15108 32666 11354 37041 3330 51 7610 2824 1547 296 22 3362
internal_value=0 0.00401139 0.0202323 0.0101063 -0.0122065 -0.00675118 0.0482486 -0.0657657 -0.0585271 -0.0229481 0.00258487 -0.0747351 0.0502286 -0.0580687
internal_weight=0 20476.8 10237.4 7519.62 10239.3 9160.44 2717.82 2825.34 1078.86 489.344 283.348 2336 16.2751 205.996
internal_count=223821 114801 56376 37938 58425 48395 18438 109020 10030 7784 4371 101236 318 3413
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=157 73 157 127 180 183 172 116 116 73 61 157 6 81
split_gain=733.757 382.757 335.112 358.955 184.609 177.972 168.018 124.278 54.7942 45.096 54.1932 18.2701 9.84672 13.5736
threshold=0.11161280896467234 0.38526732628939392 -0.2896222002445854 -0.31460280702027416 44.770414993306566 1.9857385921114521 0.60620736616442827 0.1124755547883899 -0.040281263211692571 -0.2322817961072193 -0.02802509828233021 0.25416914244020283 8.0621760326868905 0.21173195939836367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 10 -2 -11 -10 -14
right_child=8 5 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.029105019371742921 -0.021523997255904859 -0.0036366645659130538 -0.056854888522114705 0.0073861974915867979 0.10468831704012892 0.080791326089979687 -0.052159466823452627 -0.012489062583347806 -0.074686755662250956 -0.032109874955549254 0.14831346414601149 -0.068736484208574783 -0.018184580525517396 0.37167667579093222
leaf_weight=3724.2454622844234 65.916796933859587 1119.5473868157715 933.46284422511235 12751.175430351403 353.85017381608486 239.88393578119576 1968.1104264967144 353.01176500692964 1190.712245429866 300.80618838220835 26.277678518556058 248.86597766820341 4.6990338265895835 1.1025939853861926
leaf_count=19471 1168 5266 9648 72657 1672 1058 21068 3691 64447 7343 476 15741 88 27
internal_value=0 0.00442067 0.0105023 0.00300415 0.0356633 -0.0249297 -0.0345657 0.0252519 -0.0614087 -0.0378373 0.0268838 -0.0486927 -0.0740535 0.0559082
internal_weight=0 21443.3 17762.7 13684.6 4078.1 3680.55 3087.66 592.896 1838.38 641.867 92.1945 549.672 1196.51 5.80163
internal_count=223821 134531 103448 82305 21143 31083 26334 4749 89290 24728 1644 23084 64562 115
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=23 103 1 76 126 180 96 127 186 20 134 69 195 151
split_gain=790.461 388.328 273.329 298.293 251.81 304.099 163.511 121.404 55.2524 54.5896 87.1933 51.122 31.9292 30.4877
threshold=-0.020429622007975119 0.25536496931119695 -0.15077955282111263 -0.014448495049124739 0.95960441781706263 36.802543507362792 0.31224978433979172 0.51821244057979776 34.750000000000007 -0.19111804638170438 0.052289659747400068 0.53926328606518947 0.44835785446679988 -0.14121930786818107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 -4 5 -3 -6 11 -2 13 -11 -1 -13 -9
right_child=1 4 3 -5 6 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.070751591355353138 -0.043545685011436512 -0.008103364960521952 -0.035174271546127851 0.014028459630508514 0.031854992013077392 0.02937556172284006 -0.03251325247053212 0.13484581894585471 -0.097799170246492095 -0.057166306642619569 0.10609285103937378 0.059387617347625356 -0.098802905074068109 -0.0012779844803073189
leaf_weight=1922.4734983858652 1534.3530156998895 2955.4128786297515 1978.1178703960031 3267.3577330210246 513.78423634171486 8093.9131127120927 1701.8625169042498 41.55591168673709 213.87967751640826 154.47121802065521 41.503005217760801 49.281832275912166 17.216833043843508 27.237876230850816
leaf_count=84787 22894 10436 39806 33154 1259 23834 3421 166 817 2617 78 168 48 336
internal_value=0 0.00312821 -0.0159393 -0.00452635 0.0131812 0.0193509 -0.017587 -0.0593018 -0.0501831 0.00431115 -0.0225916 -0.0677699 0.0184313 0.0809496
internal_weight=0 20258.7 6993.71 5245.48 13265 11049.3 2215.65 2253.74 1748.23 264.768 195.974 1988.97 66.4987 68.7938
internal_count=223821 135621 96671 72960 38950 34270 4680 88200 23711 3197 2695 85003 216 502
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=86 103 49 195 136 169 131 130 3 124 25 84 56 32
split_gain=207.231 237.126 343.333 229.956 208.065 325.016 246.811 154.958 152.09 90.1986 89.3057 75.961 75.1318 88.2724
threshold=-0.029654933654179826 -0.048474806188421614 0.036470244402284906 0.23597717434454288 0.0051040865825262233 -0.059772483867305985 0.17703225822423271 0.052485554940843053 7.2883834409237656 -0.16686635451586931 0.030064513812159872 0.0027677218824070904 -0.22101797936276971 -0.2258543304118972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 8 -4 6 -6 -3 12 -2 11 -11 -9 13 -1
right_child=1 4 3 -5 5 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.082959621281044657 -0.063519747510321842 -0.031465450246652447 0.18875140157084042 0.062054239937937739 0.037666120627841908 0.002133518630852782 0.011496429617148704 0.5638279642317825 0.023875897704873635 0.090005920859898114 -0.030793007303520376 0.064318811018467828 -0.053342948633224432 0.31160058206148
leaf_weight=10.506958060897889 232.8076802524738 2923.4298549094237 185.51440667454153 628.88138959161006 3493.907057385426 9779.9371554916725 2464.4879669998772 3.0988005292601875 1376.189161635004 73.027166731655598 377.8907451024279 173.45973751088604 1094.9988640616648 12.317462871316819
leaf_count=414 4003 45024 667 6007 11276 56946 16159 150 19222 1638 8009 3410 50737 159
internal_value=0 0.00858064 0.038009 0.0909151 0.00475911 0.0114863 -0.0118143 -0.0272753 0.0112305 0.0124951 -0.0112294 0.0730858 -0.0496 0.129969
internal_weight=0 21085.2 2423.39 814.396 18661.8 13273.8 5387.92 1745.3 1609 627.476 450.918 176.559 1117.82 22.8244
internal_count=223821 159304 29899 6674 129405 68222 61183 64517 23225 13207 9647 3560 51310 573
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=157 118 152 14 150 43 141 160 157 54 38 52 193 152
split_gain=326.112 253.334 193.093 223.635 133.18 101.991 112.714 40.5533 39.4148 23.4719 28.6746 24.8384 11.8134 17.2445
threshold=-0.32592946301694592 -0.090395297962367907 0.052523566913709359 0.080153214186858571 0.47437666213412488 1.0396426467071918 8.1994795726493255 -0.043281372885506132 -0.41514190564819103 12.953065792048555 -0.074887609297269911 3.2179943230195449 -0.047664314026377899 -0.12557824270287263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.08195246056588637 -0.052527339836242221 -0.012450213109569928 0.053832880400296546 0.01442630568484005 0.015064382157379192 0.016493852042609818 -0.016989214949300498 0.0030798797257109941 0.069182649467487395 -0.040482996243401598 -0.021589104332109983 0.20752208201193989 -0.067111033107773499 0.67541452764380217
leaf_weight=0.69938949868083 819.44659110531211 6541.9382185703143 974.83026051241904 5877.3923390852287 9734.3010022807866 1350.2396879764274 3936.3441881407052 156.1376272123307 44.745323050767183 862.06068931240588 156.596361101605 4.057347495108842 492.58263156563044 0.52729281969368347
leaf_count=27 8737 47316 5908 34143 62248 11858 28177 1437 805 12745 2371 45 7989 15
internal_value=0 0.00392276 0.0087537 0.000268979 0.0185934 -0.0139197 -0.00843735 -0.0436277 -0.0429784 -0.0321717 -0.00141637 -0.0393212 -0.0663392 0.243604
internal_weight=0 29390.6 23128.5 12419.3 10709.1 6262.17 5286.58 975.584 1561.27 1067.46 201.342 866.118 493.809 1.22668
internal_count=223821 199824 149615 81459 68156 50209 40035 10174 23997 15966 3176 12790 8031 42
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=67 118 126 157 154 173 169 105 79 148 130 139 169 126
split_gain=1081.72 463.518 249.459 239.231 283.363 191.562 152.1 99.7534 45.3055 39.1352 42.1248 38.0207 52.6338 33.9341
threshold=-0.006621003519144227 -0.008769748013247999 0.91838163475505852 -0.23331974765970495 -0.24088717327293804 0.39036575105874122 0.070989045197415238 15.873683407199598 0.1841291880568911 0.40145807309361026 -0.066082293563054659 -0.28906683955714207 0.015549633928224544 0.87114138153238019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 8 -5 -2 -4 11 -3 13 -11 12 -1 -9
right_child=1 3 6 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.016830620355009585 0.019906887677694177 -0.085302175112667342 -0.036471718462038304 0.022472507364661665 -0.015610535667337068 0.05817366982921432 0.013778270771402455 0.17081146424383975 -0.041178002055868995 0.26767036755910772 -0.022510709572805224 -0.072325757221553585 0.34419554702749333 -0.02179972386641553
leaf_weight=25.3442079667002 4939.2475939430296 338.21286425413564 1029.0970082534477 2660.9084512582049 7352.3337157652713 1779.4711153060198 1452.6310467780568 9.9147315863519889 745.90798777202144 11.578329373151066 8.8085665619000775 2349.2248884933069 4.803570305928587 118.10908207437024
leaf_count=643 25121 2775 6626 12364 41804 13980 6877 42 7918 68 154 104415 29 1005
internal_value=0 0.00343797 0.0200344 -0.0103215 -0.00549039 0.030042 -0.00705887 -0.0659325 -0.0549434 0.0136088 0.142292 -0.0708938 0.0406932 -0.00688306
internal_weight=0 20297.8 9200.45 11097.4 10013.2 6718.72 2481.73 2527.78 1084.12 148.411 20.3869 2379.37 30.1478 128.024
internal_count=223821 117465 52604 64861 54168 39101 13503 106356 10693 1269 222 105087 672 1047
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=13 110 157 127 121 77 119 188 173 173 134 159 127 105
split_gain=664.17 347.664 288.893 313.897 278.125 175.927 165.841 162.525 57.2116 60.5743 41.0373 28.449 23.5393 16.692
threshold=0.096707620583730378 0.25329849173471047 -0.28192618109969964 -0.066357632819233542 -0.13351581357871437 -0.11474493413977545 -0.043938039819781241 0.49115558800386877 -0.14244501813981811 2.5571388519961289 -0.029195396527259308 0.10279090086429951 -0.15871830686364405 1.9389333513769225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -3 -6 10 11 -2 -10 -11 -12
right_child=8 4 3 -5 7 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=-0.067273734098625179 -0.016369130562488184 -0.020493591512364479 -0.019862945487806809 0.017366478577272328 -0.046196406419143021 0.048320355408368557 0.022591600859793847 -0.0020021523802882584 -0.026936841096399766 -0.042437221598248184 0.87685678403078215 -0.072836852067996588 0.07613020115444441 0.13825472366957717
leaf_weight=138.62935114651918 83.583606387954205 1444.8836573911831 3227.9843187248334 7589.2733461214229 2605.276426050812 2619.8250446571037 2340.5483948625624 1222.6377358557656 149.08460286911577 28.52495286706835 0.31145624816417949 1432.7011758890003 40.542660383507609 17.386673825792968
leaf_count=486 1959 5307 24537 45882 18769 17330 9132 8748 4269 380 5 86292 456 269
internal_value=0 0.00403085 0.0136233 0.00625682 -0.0130739 0.042511 0.00614616 -0.0320807 -0.0600322 -0.064508 0.0129214 -0.0685107 0.0271618 0.151253
internal_weight=0 21189.1 13575.7 10817.3 7613.35 2758.45 3785.43 3827.91 1752.14 1650.85 101.282 1581.79 69.0676 17.6981
internal_count=223821 130191 88235 70419 41956 17816 14439 27517 93630 91397 2233 90561 836 274
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=97 19 192 107 192 151 107 151 24 157 84 130 193 145
split_gain=696.351 310.414 275.085 268.149 220.919 189.389 149.705 135.364 189.467 221.179 87.194 71.8771 67.8745 57.153
threshold=0.0058863862116618646 -0.23228236816764389 16.4997934064864 -0.049477505409474841 5.7979056461810385 -0.13655933476439641 -0.085862448166494701 -0.27750407359569851 -0.022942839853259372 -0.077865423869065156 0.058438878777515947 -0.49205658326346352 0.87011353907531064 -0.20506407305933685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 11 -7 8 -1 -10 12 -2 -9 -12
right_child=1 2 3 -5 -6 6 -8 10 9 -11 13 -13 -14 -15
leaf_value=-0.070666004366479282 0.13733870250793792 0.063318241197901012 0.013842395437079366 -0.017757571422475946 -0.035353084555197166 0.036468391533015371 -0.017274192666221433 -0.071374941526044289 -0.069704117411447247 0.18375922889195428 -0.092569009893959789 0.04896126340408602 0.057266385234052176 0.023097734623696114
leaf_weight=144.23748383438215 97.684689536690712 244.73202696442604 8662.547193354927 3891.8103521135636 3115.7025260990486 1012.537909662351 1061.9202661938034 1896.3036636551842 54.505863483063877 93.463707476388663 55.961911757010967 1588.4485489022918 41.922008654102683 180.52422589762136
leaf_count=5989 520 751 32263 23842 25748 3113 7040 111492 2223 1325 1161 5638 422 2294
internal_value=0 0.00335027 -0.00275545 0.00404651 -0.0281671 0.0291896 0.00895743 -0.0530117 0.0108924 0.0903938 -0.0615983 0.0540813 -0.0685925 -0.00427356
internal_weight=0 19675.4 15914.8 12554.4 3360.43 3760.59 2074.46 2466.92 292.207 147.97 2174.71 1686.13 1938.23 236.486
internal_count=223821 98915 82604 56105 26499 16311 10153 124906 9537 3548 115369 6158 111914 3455
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=15
num_cat=0
split_feature=85 95 130 129 129 129 76 178 121 70 119 101 96 16
split_gain=189.254 279.097 396.54 412.333 188.554 169.38 142.69 187.988 125.045 123.515 110.468 96.0134 87.5048 61.0048
threshold=-0.03374815805970649 -0.02507022873708303 0.018206757229362592 1.0210854289350257 1.0153701820172836 1.0244329852777552 -0.28990006984459732 0.026731729183482173 -0.30488357591067933 -0.18192524492398401 -0.26228626485817463 -0.15816622643227526 0.083727427851881128 -0.026077126222580484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 8 -6 7 13 -3 11 -4 -8 -9 -1
right_child=1 4 10 -5 5 -7 9 12 -10 -11 -12 -13 -14 -15
leaf_value=0.55252496028050169 0.10177045058897134 0.052752442750335672 0.17834641058615092 1.0133515092516103 0.0097690247599624361 -0.071252028027308498 -0.042707614565048596 -0.073984415367461559 -0.031541052533715495 -0.044590776224046245 -0.031160644131721194 0.15296214446773804 0.13127333633245405 0.15068842160248205
leaf_weight=9.9971461351960915 615.99018282722682 194.57172246742994 26.929258461110294 5.0023065460845819 17870.541331275133 261.8076933841221 43.791922754142433 42.201637061778456 1842.3622758113779 1331.5763240859378 384.68614837573841 58.681627744343132 40.898090052884072 6.0731276622973374
leaf_count=30 5156 948 114 26 117525 2659 1466 1856 29682 56674 6777 287 567 54
internal_value=0 0.00795457 0.0586615 0.109114 0.00535852 0.00859919 -0.028427 0.0875808 -0.0234892 -0.0364494 -0.017454 0.069343 0.0270346 0.400667
internal_weight=0 21201.9 1032.61 620.992 20169.3 18132.3 1533.22 99.17 2036.93 1434.05 411.615 102.474 83.0997 16.0703
internal_count=223821 162887 12073 5182 150814 120184 60934 2507 30630 58427 6891 1753 2423 84
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=156 81 114 118 57 189 18 109 188 188 175 5 192 14
split_gain=272.541 230.268 214.441 155.822 144.665 114.423 132.47 110.2 108.427 82.1928 74.1001 73.5379 52.6707 25.8585
threshold=1.46316369512775 1.3860296544790558 20.110051268876344 -0.08472127713930884 5.8361462853826662 33.500000000000007 0.79438937087120076 -0.48248973183514243 0.35640741550990457 0.044642857142857172 0.68501940299339392 0.015734103795464607 29.559060871013997 -0.12637622462825143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 6 -1 -2 -7 11 -4 -3 -12 -11
right_child=2 9 10 4 -6 8 -8 -9 -10 13 12 -13 -14 -15
leaf_value=-0.015086957081518663 -0.084286046024303979 0.0068226177459862498 0.058584896825112379 0.026388453220892616 0.00693981759280843 -0.046628901010565299 0.068529187389100493 -0.0038660974551719737 -0.0081624211990340752 -0.021651547725276526 -0.038456680674308075 0.11006906014392979 0.011216176263190188 0.02904536939283861
leaf_weight=1223.5478705428541 176.29377857595682 105.58947918750346 96.42669933848083 5565.1278350707144 12228.571357257664 2528.6271338388324 224.18314617872238 5091.3687505954877 1031.7820782540366 187.8623529849574 1512.3092296151444 199.00280155614018 248.55090710148215 216.62215968221426
leaf_count=12878 897 478 668 38961 69855 30433 1249 38620 9095 1983 14892 1121 1658 1033
internal_value=0 -0.0182915 0.00591745 0.00855007 0.0130225 -0.025843 -0.00213888 -0.00655753 -0.0354816 0.0350439 -0.026771 0.0742778 -0.0314452 0.00549925
internal_weight=0 5717.22 24918.6 23061.4 17793.7 5008.14 1447.73 5267.66 3560.41 709.077 1857.29 304.592 1760.86 404.485
internal_count=223821 58270 165551 148333 108816 53655 14127 39517 39528 4615 17218 1599 16550 3016
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=15
num_cat=0
split_feature=67 61 180 195 154 132 159 195 106 195 4 44 63 44
split_gain=976.814 391.997 329.021 435.016 396.309 248.283 248.705 181.353 56.8386 44.2774 39.4042 31.3732 16.9783 11.5102
threshold=-0.01495401373023157 -0.036142314631516077 37.15595716198127 0.3039593064970858 -0.21687601003957274 0.22852308560838114 0.15375684387909935 0.32123108290180569 0.14100658330107832 0.29228875109341473 -0.022467020647088654 0.37547647983079097 0.013118964092322579 0.059636308100769482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 11 12 -11 13 -10 -1
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.077775810940869564 -0.020493142008540962 -0.020855707738208926 0.010740674788793224 0.03305458208612537 -0.036291691664624377 -0.20140251977436502 0.035677277454630105 0.00022694251764381683 -0.0095575221140191749 -0.070418676712389772 0.023930460496155784 0.47385181421006117 -0.093681550724167797 0.010609725912522338
leaf_weight=1709.6232200614177 931.39244561828673 2548.8128058416769 2741.3917935043573 3626.4110656213015 5171.0948417680338 82.393874078523368 5129.3435273128562 97.272197423502803 30.472816582303494 62.77216401649639 150.14485138980672 1.0344933848828066 112.79634513100609 14.862129018176345
leaf_count=91473 5914 15295 14168 20714 41227 488 27050 608 598 2554 1312 4 2032 384
internal_value=0 0.00274646 -0.00649582 0.0108032 -0.0199967 0.0236109 0.0270452 -0.0922392 -0.0691764 -0.0328072 -0.00388554 -0.0766838 -0.0757887 -0.0770141
internal_weight=0 20328.1 14087.7 6175.22 7912.49 6240.4 6060.74 179.666 2081.71 356.186 212.917 1725.52 143.269 1724.49
internal_count=223821 125464 91404 36009 55395 34060 32964 1096 98357 6496 3866 91861 2630 91857
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=157 82 157 96 186 187 10 45 74 195 52 10 140 145
split_gain=590.913 307.418 315.31 249.39 241.937 125.948 90.1746 73.785 55.1176 52.5667 48.23 22.5784 15.8086 16.7605
threshold=0.11161280896467234 0.43794274588456111 -0.18949558305306605 -1.0000000180025095e-35 34.250000000000007 0.46163994317028639 -0.23985516798588011 0.0333907596999845 -0.13717878832466837 0.26692558469937849 -0.029938529818736698 -0.11021840633336594 -0.064506440564869275 5.7538407085523042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 10 -2 -11 -10 -14
right_child=8 5 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.019378295996760435 0.13327170057811377 -0.0085413732341159728 0.011912981398588278 -0.020543548417133833 0.10488336697724066 0.018860373566793518 -0.057699061735492309 -0.027004866907028288 -0.076705777591110011 -0.015071785078062989 -0.013141693604939872 -0.076224060460141393 -0.055744507155803702 0.1403833388149921
leaf_weight=7939.4770107092336 34.853001336567104 534.80797698348761 4901.5930006755516 4579.0407000305131 345.30892688967288 744.09700434375554 1234.6463259807788 663.5241853101179 807.66070504277013 112.4404922532849 63.470693170558661 130.39253434026614 489.9136677714996 4.3963132761418811
leaf_count=40526 703 2104 30066 33877 1531 3231 16132 7064 59319 1003 2470 7976 17781 38
internal_value=0 0.00356706 0.00869068 -0.00376316 0.0229421 -0.0250829 -0.0428414 -0.00275957 -0.05871 -0.0229306 0.0387578 -0.0479083 -0.0680853 -0.0540002
internal_weight=0 20942.5 17765.4 9480.63 8284.79 3177.08 1769.45 1407.62 1643.13 341.157 98.3237 242.833 1301.97 494.31
internal_count=223821 134531 106000 63943 42057 28531 18236 10295 89290 12152 3173 8979 77138 17819
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=15
num_cat=0
split_feature=64 19 180 113 76 186 152 8 193 0 180 51 99 34
split_gain=637.211 295.887 249.334 313.02 227.616 208.577 188.839 170.977 62.948 66.2596 44.0578 40.7965 39.765 36.4232
threshold=-0.0088834238136265616 -0.1715111456966287 36.802543507362792 0.21773145031558513 -0.018792882965337092 9.5000000000000018 -1.0000000180025095e-35 0.50366066861356196 0.87011353907531064 0.7094098396241354 37.738286479250341 3.6622153146108953 0.020513596804176179 1.1159903120059442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 9 10 -1 -11 -10 -14
right_child=1 2 3 -5 6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.082625195250033784 -0.04970984262382451 0.062185430581204473 -0.019970991153911197 0.015061812886456217 0.048099934858223746 -0.033948612251053188 0.0042367468919583635 0.024465694025255783 0.32750619268330405 0.29604079472627526 0.19130254172366307 -0.071191804749217588 -0.019953413154124314 0.28221030799428859
leaf_weight=9.1938345027156192 679.63348707789555 241.32550903409719 4026.5152588919736 6957.5645464127883 2786.6527623543516 3483.4541150177829 1515.171392807737 572.53938977560028 4.9518726393580428 3.0312959495931855 16.248238215222955 1481.0796365970746 27.859223106876016 4.6559755615890017
leaf_count=394 10916 857 41046 24309 11154 37091 6336 3606 25 28 33 87768 243 15
internal_value=0 0.00206332 -0.00536217 0.00221958 0.0217286 -0.0277202 0.0326506 -0.0157941 -0.0645207 -0.0676986 0.0923151 -0.0704417 0.0635184 0.0233146
internal_weight=0 20262.9 14708.9 10984.1 5554 3724.78 4301.82 1252.17 1547.02 1509.55 25.4421 1484.11 37.4671 32.5152
internal_count=223821 135315 103303 65355 32012 37948 17490 14522 88506 88223 427 87796 283 258
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=14
num_cat=0
split_feature=12 129 119 59 92 130 116 7 35 54 130 130 83
split_gain=178.972 143.288 159.256 155.717 155.703 107.054 64.6576 59.5513 51.8256 51.2784 45.9748 34.159 21.1617
threshold=4.7469356863791052 1.0245748931830738 -0.066434606839715901 0.023537856646142191 0.58707090538182993 0.73563968125132473 -0.052098069150753552 0.18698266523209453 0.027977487029232702 70.044351193162228 0.060002665450056926 0.077423706063015338 1.0764366803718943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -7 -2 -9 -3 -8 -12
right_child=5 10 3 -5 -6 7 11 9 -10 -11 12 -13 -14
leaf_value=0.026058049444193432 -0.018906580650541391 0.16983470950149884 -0.007330689750778923 0.013236650479357057 -0.030513489068850243 0.79663576452228202 -0.067548237080287774 0.10690791897738933 0.086845317534333472 -0.088597949937118364 -0.094997496600765508 -0.027367777059889978 0.033158260242379521
leaf_weight=5905.0439475830644 235.08760604448617 7.2991022849455467 7667.6300376197323 7080.27342175995 530.20575717370957 1.1359258913435031 553.47807000903413 66.866809565108269 57.71912126080133 16.782964710146189 179.91906808549538 342.51448710402474 13.878613684326409
leaf_count=42800 10122 38 60017 48558 3728 25 44049 587 2743 170 1664 9273 47
internal_value=0 0.00747342 0.00827099 0.00254342 0.0213971 -0.0311136 -0.0388563 0.0774491 0.00193962 0.0676829 -0.0765404 -0.0521883 -0.0858198
internal_weight=0 21384.2 21183.2 14747.9 6435.25 1273.58 1188.8 84.7857 292.807 83.6498 201.097 895.993 193.798
internal_count=223821 156852 155103 108575 46528 66969 66187 782 12865 757 1749 53322 1711
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=157 74 19 118 8 69 63 158 34 14 2 157 189 158
split_gain=262.411 261.331 191.703 167.415 111.438 74.7592 77.5863 44.3851 41.9002 30.487 35.0033 27.8442 26.3627 18.6375
threshold=-0.32592946301694592 -0.16669576012358908 0.27019963610188918 -0.11782592563328473 0.26086861999641825 0.020419313308523156 0.0090892625378989067 -0.26156311053996922 0.2577485330073217 0.011846328392121691 -0.080339464314789874 -0.41514190564819103 33.500000000000007 -0.31764520659609075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 11 -7 10 -9 13 -13 -1
right_child=1 2 4 -5 -6 8 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.066521818486968962 0.11388422514534924 -0.019105422904171401 0.034024794945048724 0.0058085991022226516 0.00066668325279607482 -0.048585849563634577 -0.011962902028870986 0.055233544915934844 -0.0051519277017595269 -0.080928804023094825 0.39429309334770263 -0.0077062018250527269 -0.044686421547035643 0.12733024017979711
leaf_weight=445.28304069209844 52.277261216193438 3157.5492006829008 3406.4289762806147 18498.528276007622 1418.4684189725667 1298.011843890883 778.82849586568773 48.251685034483671 267.95510395336896 16.126579571515322 3.2498642299324265 269.54479497019202 676.85153567139059 5.0154684009030452
leaf_count=7963 398 25914 33355 114216 7218 11087 5461 507 2175 59 34 4067 11311 56
internal_value=0 0.00333 0.0061921 0.00217603 0.0242179 -0.0282882 -0.00404701 -0.0400624 -0.0411538 0.0390578 0.076629 -0.0438934 -0.034154 -0.0643627
internal_weight=0 28878 26481 21656.1 4824.9 2397.07 831.106 1464.32 1565.97 67.6281 51.5015 1396.69 946.396 450.299
internal_count=223821 199824 180703 140130 40573 19121 5859 23997 13262 600 541 23397 15378 8019
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=115 157 195 192 196 109 115 24 195 83 192 134 174 112
split_gain=880.782 418.771 413.403 402.9 235.057 172.878 101.151 84.388 71.6539 50.1693 40.7066 31.2636 74.4397 21.465
threshold=-0.013201253008908675 -0.17411857966044378 0.31205088270162501 18.205630160050632 -0.018118638306599665 -0.36568175416302756 0.39172006141606458 0.39126539212338246 0.20900306975136426 -0.020787090532313902 16.294995232821559 -0.2030554380682433 0.18005309650074061 -0.29063843471536005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 8 10 -8 -1 -10 -2 12 -7 -13
right_child=1 2 3 -5 -6 11 7 -9 9 -11 -12 13 -14 -15
leaf_value=0.14610371877307807 -0.026081579578523157 0.019198603487580443 0.033751872474231233 -0.0052507696829821107 -0.025485324833391457 -0.075979650698459938 0.030407588872237774 -0.032471520472342037 -0.026566519168490066 0.098793953780053914 -0.064420782564053189 0.050009173247811456 0.11747013465697463 -0.074227057624974432
leaf_weight=35.860401300247759 382.54881182312965 1628.801672954578 7268.0355679676868 4167.0950460378081 4246.5263290521689 61.51818080060184 319.09843732835725 644.5743169374764 192.90733863040805 38.25463311187923 1003.1040148679167 14.003680546768008 29.396773351356387 2014.7052686982788
leaf_count=144 3688 8014 38234 24650 23809 2386 1386 5017 3288 208 13699 113 78 99107
internal_value=0 0.003085 0.0084617 0.0195389 -0.0130977 -0.061246 -0.036532 -0.0116505 0.0145823 -0.00582081 -0.0538362 -0.0707985 -0.0134289 -0.0733695
internal_weight=0 19659.8 17310.5 11435.1 5875.33 2386.65 2349.33 963.673 267.022 231.162 1385.65 2119.62 90.915 2028.71
internal_count=223821 118497 94707 62884 31823 105324 23790 6403 3640 3496 17387 101684 2464 99220
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=14 114 192 91 104 130 128 55 151 11 170 67 77 11
split_gain=525.801 277.779 247.73 342.263 177.149 168.329 88.8489 88.5373 70.9174 62.5451 59.4606 21.5417 20.9462 16.9883
threshold=0.093868409698784419 4.1562709340172272 42.208177943946986 0.0659887144841797 0.45828872707137808 -0.22792246860623325 0.4748105564185845 -0.079880138604040293 -0.15279290526471953 -0.21259533396666772 0.9893742551222896 -0.092454312639592737 -0.11135520529351237 2.1644077717013857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 -2 -11 12 -10 -13
right_child=8 2 4 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.07778843772975573 0.098184203449873594 5.6566542620680349e-05 0.062861362197166495 -0.045977668239184921 -0.0052327211918681881 0.039836825711065865 -0.015509262458601453 -0.11112060875568529 0.4643445112877877 -0.045821167563894462 0.054702556579792574 -0.07258135701723277 -0.018205995502058727 0.014378994254364641
leaf_weight=31.128790122456849 38.550053354352713 13646.246331779286 966.96974641131237 1831.909527907148 631.59204664733261 2962.5193958994932 321.53440904710442 122.21551634790376 0.91241121524944802 483.13320566061884 67.003203617408872 1083.2000631804112 63.752068711910397 22.940810529980808
leaf_count=205 212 77401 5052 21369 5075 19553 1285 353 55 16052 973 73511 2443 282
internal_value=0 0.00369972 -0.00152107 -0.00539179 0.0359574 0.0296362 0.034418 -0.0727722 -0.0532624 -0.0249496 -0.033578 -0.0674982 -0.0113972 -0.0707778
internal_weight=0 20514.1 17076.7 15478.2 1598.56 3437.4 3284.05 153.344 1759.49 588.686 550.136 1170.81 64.6645 1106.14
internal_count=223821 130293 108897 98770 10127 21396 20838 558 93528 17237 17025 76291 2498 73793
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=15
num_cat=0
split_feature=97 12 196 129 97 67 129 195 169 109 33 90 99 196
split_gain=567.609 272.405 411.379 326.732 253.585 181.407 172.383 122.352 52.3998 52.3523 47.2449 72.4994 18.5401 15.9822
threshold=-0.008107795206766551 1.7898554338632502 0.028560142085737879 1.0187347616272378 0.27628413062906304 -0.09559597389597653 1.0165392890980824 1.2057396998500589 1.2770061709705376 0.10501106368878531 6.7817653575488777 -0.023841346502777104 0.0145389283496687 0.098412064601639995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -4 -3 -5 10 12 11 -1 -10 -12
right_child=1 2 5 7 -6 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.082219932398187284 0.0027493520400981119 -0.063035561883546504 -0.064178718621987624 0.0022387319629386805 0.044236977274384394 0.0062171708927139515 -0.015031965455355659 -0.040638144272511979 0.22309160320514174 0.49582479057268691 -0.075233721739519421 0.19749208664114459 -0.042290469227682072 -0.041696758481674888
leaf_weight=20.714487746357918 2457.1701543778181 1589.3620232352987 384.26282248785719 1855.65415502619 3679.4145743418485 7730.0454271603376 1413.2834249287844 1037.6961569022387 3.5966827850788858 2.9239992890506974 1122.9229413261637 16.766941232141107 9.820021113380788 162.68531293002889
leaf_count=853 14292 41688 2638 5910 13916 30045 26890 2508 27 14 80913 172 99 3856
internal_value=0 0.00166144 -0.00881835 0.0145633 0.0276248 0.00288349 -0.0404413 -0.013139 -0.0655652 0.112412 -0.0677633 0.0429064 0.0288518 -0.0709898
internal_weight=0 20146.9 11117 9029.94 6136.58 8114.31 3002.65 2893.35 1339.43 16.3407 1323.09 37.4814 13.4167 1285.61
internal_count=223821 137887 101261 36626 28208 32683 68578 8418 85934 140 85794 1025 126 84769
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=15
num_cat=0
split_feature=79 74 88 31 129 162 163 42 71 71 101 14 178 96
split_gain=164.267 173.923 349.589 209.008 189.457 178.266 129.113 125.802 104.087 97.5258 96.0272 109.093 70.5501 33.7406
threshold=-0.04377531010420025 -0.212584004396597 0.001418553621413279 -0.028434804819395216 1.0153163336371029 0.053082852701492704 -0.36743745500159247 -0.018153547761757087 -0.15603129340325853 -0.021357285555221261 -0.15816622643227526 -0.054413061623222014 0.10352637505433004 0.67436686342241392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 10 13 11 -1 -11 -10
right_child=1 4 7 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=1.0849816158431052 -0.032832837367235308 0.064984642100007858 -0.078784260644294821 0.13015528799773887 -0.028591471893154648 0.010852262783454863 -0.031061130578924179 0.051430709680056752 -0.059937180746040424 0.12094854696793772 0.13888082608958349 -0.052850830651361529 -0.034175218312394978 0.11472563472955609
leaf_weight=0.85457438230514426 95.957139296922833 151.22765720915049 203.75752769131213 436.91842356394045 1226.42713439418 17431.210323510459 1879.0756322911475 116.68012925609946 796.50826014578342 56.180214872583747 63.109327466227114 60.304708822863176 61.31827600277029 11.215639396570621
leaf_count=9 1245 935 1993 1727 9582 123608 33432 934 44486 685 563 2860 1692 70
internal_value=0 0.00692758 0.0511708 0.100805 0.00510268 0.0082595 -0.0239071 -0.0313694 -0.0335874 -0.045129 0.052344 -0.036952 0.039995 -0.0575119
internal_weight=0 21541.3 853.313 532.876 20687.9 18657.6 2030.3 320.438 1049.49 925.222 124.269 61.1593 117.498 807.724
internal_count=223821 173456 5899 2972 167557 133190 34367 2927 50365 46933 3432 2869 2377 44556
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=151 14 180 74 186 13 156 106 159 25 19 25 118 25
split_gain=246.714 340.262 232.49 134.66 138.106 121.062 104.114 100.807 83.3211 82.0485 66.7337 59.4015 29.7285 15.0596
threshold=-0.045692077656348008 0.080153214186858571 35.149263721552884 -0.16372617095055905 9.5000000000000018 0.47619914944517655 3.1612007854741591 0.20990091891026288 0.18270402545617773 0.027959986893539811 -0.22142081047275755 0.03369250337189212 -0.17056772976468357 0.099465759508584037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 13 -6 -4 9 -1 -3 -2 -9 -12 -5
right_child=3 7 6 4 5 -7 -8 11 -10 -11 12 -13 -14 -15
leaf_value=-0.011000924997666436 -0.075134498922556303 0.089049561274590378 -0.040897149240376712 -0.015458085568841621 0.015135027975274041 -0.0090322870277158903 0.012426346324309556 0.023115923617051268 0.039272709952893461 0.016983479859520593 -0.061441172945730704 -0.014825005028712025 -0.0076116090693601687 -0.095127981100631809
leaf_weight=770.57178084971383 195.24321324378252 167.99553762935102 4425.0914223012514 28.854929277673364 14614.655912298709 2415.3363081663847 399.19211773853749 527.79096680693328 576.15882409363985 2650.5642259679735 112.51704901084304 1891.5243173455819 1163.6129629956558 133.48153236694634
leaf_count=10597 1846 1148 47534 125 98518 17362 1967 2956 3840 13545 827 14520 8304 732
internal_value=0 -0.010319 -0.0262295 0.00834742 0.0108324 0.0117074 -0.0364848 0.00842598 0.0105072 0.0212789 -0.0206879 -0.00654792 -0.0123578 -0.0809668
internal_weight=0 11408.9 6171.01 18663.7 17192.3 17030 4824.28 5237.88 1346.73 2818.56 1471.37 2419.32 1276.13 162.336
internal_count=223821 96107 63938 127714 116737 115880 49501 32169 14437 14693 10977 17476 9131 857
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=67 193 165 155 44 169 152 124 85 170 7 176 35 43
split_gain=798.492 339.128 276.578 221.298 202.857 171.848 122.373 49.7957 45.0694 36.1349 42.4341 14.0924 28.8089 4.48321
threshold=-0.01495401373023157 0.044954790118047601 0.22259326690058237 -0.1274436760518157 0.39526816713185559 0.070989045197415238 -0.15530978084609312 -0.063853664792683437 -0.055875682746646615 -0.051385645541973168 0.34309130958673389 0.24775368188860805 -0.13495093793787538 2.4793201837597754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 6 -4 -2 -3 9 -5 -1 -11 13 -13 -9
right_child=1 3 4 8 -6 -7 -8 11 -10 10 -12 12 -14 -15
leaf_value=-0.07835236322147042 -0.04565890912134498 -0.027933997440186042 0.0097973760353914155 -0.0042591868053840354 0.041903026740557285 0.0034809297700518441 0.011310072010785516 -0.080351786897848318 -0.052602197071743108 -0.050845171125701305 0.027288018647641989 0.44551777825675143 -0.03149132280058866 -0.066969688029093047
leaf_weight=142.14850671263412 1258.5754764033481 1318.728926830925 9249.2168324673548 217.77587295975536 2499.93578902632 1637.72481764853 1999.1290646386333 1056.6151662501507 1684.749201612547 158.24967203615233 123.95575238065794 1.5147445099428294 7.7136231847107393 328.07849946571514
leaf_count=8178 10659 5736 51481 935 20581 7799 8562 67289 19711 2517 1690 32 181 18470
internal_value=0 0.00200507 0.00980568 -0.019879 0.0166287 -0.0178726 -0.00428803 -0.0672295 -0.0470685 -0.0372364 -0.016526 -0.0763603 0.046805 -0.0771811
internal_weight=0 19865.8 14645.5 5220.38 11749.2 2896.3 3317.86 1818.28 1902.53 424.354 282.205 1393.92 9.22837 1384.69
internal_count=223821 125464 90520 34944 72062 18458 14298 98357 20646 12385 4207 85972 213 85759
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=139 157 74 137 194 109 85 120 163 159 157 169 49 159
split_gain=507.391 248.634 368.308 262.623 417.334 138.104 136.466 129.295 44.8661 31.937 16.0256 33.5857 14.7752 7.54193
threshold=-0.12955073562592875 -0.10757786164878333 -0.13077880472029327 0.10418509113937614 0.1816105561683681 0.14345502365952753 -0.041045227427723076 0.038255286932394196 -0.23043213257837467 0.10721538349651731 -0.047207681757020843 -0.14366912538458584 0.090588186458421441 0.064388386049209309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -5 -4 -3 -2 9 -1 11 -10 -11 -12
right_child=1 2 5 4 -6 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=0.087869872318993555 -0.076847098930933347 0.061641444048583419 -0.015679468769405618 -0.031954290474988968 0.023427930925910098 -0.052154322058064063 0.0033749702454152412 0.021997410920455502 0.20608039831348163 -0.082823077488120289 -0.015005165329680839 -0.051393472010426211 0.0072031123119112627 -0.076089785903172891
leaf_weight=29.753254689276218 134.32843911647797 655.02491182647645 2888.4819753868505 3040.2857772144489 2462.8642152333632 1620.3827596092597 1040.4466045703739 8920.0938560413197 5.1727710645645848 34.316926473751664 20.69120364356786 246.07962199067697 38.890271969139576 873.56262851925567
leaf_count=134 346 5561 42323 17667 14609 16391 7180 48238 24 148 705 4318 272 65905
internal_value=0 0.00291564 -0.013847 0.0100598 -0.00716869 -0.0287877 0.0258855 0.020531 -0.0627235 0.000508081 -0.0684069 -0.0460926 -0.034998 -0.0746764
internal_weight=0 20761.9 6204.34 14557.6 5503.15 4508.86 1695.47 9054.42 1248.47 102.96 1145.51 251.252 73.2072 894.254
internal_count=223821 152315 71455 80860 32276 58714 12741 48584 71506 554 70952 4342 420 66610
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=23 152 51 20 193 188 21 99 193 126 169 58 128 62
split_gain=529.479 256.591 241.733 236.645 207.484 164.696 116.78 114.669 75.6103 54.3018 47.8731 25.0093 17.1011 9.82542
threshold=-0.020429622007975119 0.010593640569675201 5.4470138986005781 -0.19435394639086365 0.019079436547990169 0.75673476568513298 0.10119059313627823 0.42623329238223645 0.031512149777345948 0.83988066474975664 0.46781313845122424 0.0640604430231584 0.69434098842994929 -0.074298721467272691
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 6 -4 -5 -2 8 12 -3 -10 -9 -1 -13
right_child=1 2 4 5 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.076271936569189264 0.0033702142165024356 -0.10691881779036949 -0.045469656013398925 0.010715786410762139 -0.0064824594490984801 -0.022854000965055188 0.047315793380793225 0.096633685728864507 -0.04113578194285504 0.063053944551990357 0.044687312668411819 -0.12348350982726158 0.0043628013012812989 0.035053766495844706
leaf_weight=1115.5323415654711 825.17230563703924 19.574658707715571 1814.0024898438714 6538.3155401749536 5515.0560505664907 1882.1648575868458 2263.1682121711783 59.367704581469297 525.05970564810559 472.25283087231219 74.17767393682152 7.9473539292812347 26.936521012336016 7.6935833469033224
leaf_count=76876 7185 299 37271 50324 24267 5041 9018 123 9610 2216 656 19 895 21
internal_value=0 0.00239859 -0.0115778 0.0118963 -0.0161321 0.00321219 0.035574 -0.0540674 -0.0592811 0.0562891 -0.030512 0.0669955 -0.0743708 -0.045501
internal_weight=0 19329.7 7820.89 11508.8 7329.06 8420.48 3088.34 1816.71 1741.71 491.827 599.237 75.0086 1142.47 15.6409
internal_count=223821 135621 64053 71568 61538 55365 16203 88200 88037 2515 10266 163 77771 40
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=89 74 87 129 172 32 156 180 89 1 119 124 26 105
split_gain=154.058 180.532 278.047 190.681 193.655 189.775 145.945 101.252 67.0808 84.2432 54.7023 49.2051 32.8226 0.191432
threshold=-0.055640984885822177 -0.212584004396597 0.027495090541232007 1.0155316109626573 0.24355854157164461 -0.026227768610444482 1.3557182928712288 41.716867469879524 -0.14980309690915791 -0.095383753737611363 -0.17707487130641561 1.070250697624836 -0.10805478328019226 2.0219648876203276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 6 -5 -2 -3 11 13 -10 -4 12 -1 -9
right_child=1 3 10 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.028904052331539767 -0.016249071784140701 0.0089543640969822463 0.24952099017321727 -0.038456258098766329 0.01013862906322667 0.10953035530607941 -0.040890238700761611 -0.13008862505592944 -0.090994298679940674 0.10920798900090248 -0.060489574867439805 0.23981066642665622 -0.0804245029569782 -0.088171002077137531
leaf_weight=184.61480109160766 155.13651816244237 956.20447949157096 5.8589170305058351 860.19768261257559 17576.291357475333 528.95919950609095 1523.145785954548 1.1242589056491841 26.93698650598526 95.657215429004282 199.59779399633408 5.403339020907878 374.49000026495196 35.222013519145548
leaf_count=6560 2769 6224 133 6591 142054 3284 44647 4 273 1069 2276 6 7087 844
internal_value=0 0.00624637 0.0503676 0.00436989 0.00787132 0.0810066 -0.0216668 -0.0406593 0.0298452 0.0652186 -0.0516491 -0.0605102 -0.0634126 -0.0894676
internal_weight=0 21805.4 889.552 20915.8 18436.5 684.096 2479.35 723.449 158.94 122.594 205.457 564.508 559.105 36.3463
internal_count=223821 207978 8462 199516 148645 6053 50871 15843 2190 1342 2409 13653 13647 848
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=12
num_cat=0
split_feature=160 19 57 139 142 76 176 9 1 158 116
split_gain=206.044 177.092 152.297 302.341 113.379 97.4511 89.7804 89.4292 51.0125 21.1663 20.3643
threshold=-0.34006867374182631 -0.024246478943783428 5.3407669311162467 -0.052665226844534473 -0.057268454109137577 -0.32227677501239599 0.55771983742025399 0.31328528752897317 0.3579487848228477 0.17155948804407251 1.1829031100316105
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -4 -3 9 10 -1
right_child=1 4 6 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.052450898353037956 0.054097320561402464 0.041523300328783187 -0.008890534069331494 -0.010849140836181957 -0.075295212625334215 0.0073332378058127761 -0.036095171244079675 -0.053989304557136721 0.33312749726691138 0.15488114875919934 0.38826097769973511
leaf_weight=791.67315205652267 1116.5789635200053 1436.8073014779948 7648.36462528212 2001.8568483511917 144.09702356532216 15090.63055644324 1441.7763770632446 105.20781918428838 3.479973390698432 4.9828928336501113 1.0498683443292964
leaf_count=19462 5108 14167 50810 17465 542 97317 18243 638 21 26 22
internal_value=0 0.00249921 -0.00666365 0.0124054 0.00916711 0.0065517 -0.0132054 0.0350067 -0.0489091 -0.0505758 -0.0518672
internal_weight=0 28985.3 12208.6 3118.44 16776.7 15234.7 9090.14 1542.02 801.186 797.706 792.723
internal_count=223821 204290 91626 22573 112664 97859 69053 14805 19531 19510 19484
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=115 156 167 130 134 63 124 155 189 173 86 145 48 134
split_gain=729 340.356 197.104 170.834 165.751 143.09 107.547 106.198 92.1208 69.7491 45.2119 23.38 58.8403 14.5354
threshold=-0.026505293501427159 2.1017343456104003 0.06548197959473287 -0.21939632865683048 -0.022250040323257805 0.014601053624288393 -0.18465168162997872 -0.086849777303095607 32.500000000000007 0.058459371833445288 -0.039237784366233604 0.59828107054666035 10.05857717429207 -0.2030554380682433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 4 -3 -5 9 -4 -2 -1 -11 13 -13 -8
right_child=1 3 7 5 -6 -7 11 -9 -10 10 -12 12 -14 -15
leaf_value=-0.060285959651057243 -0.0045039290792192417 0.053580564220155148 0.01495013451177845 -0.021051799592375246 0.012479248438962681 0.0083243425297433657 -0.02724186911031954 -0.034200989244985366 -0.051166500421252731 0.0015241764688375826 0.12192620157826276 -0.095997261645182255 0.21565179594211459 -0.076471732106682566
leaf_weight=110.07532546296716 542.52544564846903 1454.6013384745456 1510.1130527639762 2069.8742153677158 3014.5988803287037 8335.8187894336879 62.446500726509839 620.10439717071131 1921.6033895751461 81.700479247607291 50.444052865728736 16.07545879716054 9.7220457042567414 1515.4494034871459
leaf_count=2641 4138 8752 7488 10768 20012 44704 2298 8731 20981 328 131 953 105 91791
internal_value=0 0.00215606 -0.0216346 0.0095042 0.0258566 0.00248091 -0.0635988 0.000642286 -0.0408928 -0.00149046 0.0474857 -0.0729796 0.0214508 -0.0745234
internal_weight=0 19469.2 4594.35 14874.9 4469.2 10405.7 1845.91 2130.22 2464.13 242.22 132.145 1603.69 25.7975 1577.9
internal_count=223821 125574 41338 84236 28764 55472 98247 16219 25119 3100 459 95147 1058 94089
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=15
num_cat=0
split_feature=13 24 119 89 160 151 195 110 13 195 74 132 193 151
split_gain=444.005 273.033 310.055 207.977 198.864 181.431 185.56 131.434 95.1659 71.9281 58.7125 45.9722 43.0711 38.9518
threshold=-0.023279049112118495 0.050459725965700107 0.14910955201850049 -0.055640984885822177 -0.34425362555731004 -0.15990776069109683 0.42173484049110399 0.56861354916940809 0.15149606447721017 0.21187509002582619 0.63838225401288684 0.15306129736792187 0.29724753643122453 0.019344496851470872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 11 10 -7 -4 9 -6 -1 13 -10 -2
right_child=4 2 7 -5 8 6 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.040994799958751799 0.078766334565250284 0.079419747776753882 0.025265107770832681 -0.026550314670087852 -0.083499240900802754 0.01945550557385806 -0.018457624141027088 -0.0171122935529049 -0.071465384309929617 -0.022123779285955898 -0.034020239285483096 -0.086623596545238782 -0.0089564485816793337 -0.11560613694287414
leaf_weight=2827.4689664244652 205.45410914346576 192.2828814284876 2916.9834238775074 5030.4595274799503 210.54202865855768 4266.931286170613 1850.926530295983 977.01005696039647 937.70607519941404 2051.4554680809379 108.33345131576061 20.804453395307064 124.91465655667707 10.854696393012999
leaf_count=18052 1205 1032 15942 30377 1672 24153 10001 5713 80108 32266 298 50 2919 33
internal_value=0 0.00549066 -0.00672502 -0.0226489 -0.0331222 0.0177914 0.00798508 0.0146325 -0.0394326 -0.0278365 0.0382267 0.0553568 -0.0641172 0.0690124
internal_weight=0 18170.4 9116.74 5222.74 3561.73 9053.66 6117.86 3893.99 3324.62 2262 2935.8 237.113 1062.62 216.309
internal_count=223821 105568 53064 31409 118253 52504 34154 21655 116965 33938 18350 1288 83027 1238
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=15
num_cat=0
split_feature=97 20 173 112 25 195 151 152 124 109 169 186 169 158
split_gain=469.25 217.945 252.14 296.909 182.546 127.35 127.101 85.4969 47.6962 63.1803 71.38 19.842 18.7227 14.8949
threshold=-0.008107795206766551 -0.19710735837957946 -0.15863959860648352 0.21059902933484942 0.18500924692304591 0.21459582336830788 -0.19512568956712312 0.058411633081592383 0.24644545883556337 0.10829727469293778 1.2770061709705376 138.75000000000003 1.1435138300396601 -0.054293768685428685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 6 -3 -2 -6 11 13 -11 12 -1 -10
right_child=1 2 3 -5 7 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.071036430433494099 0.03545660214459756 0.21676289557279077 -0.019386727079075388 0.010743131075351655 0.051636064250259239 -0.052104181923640275 -0.016142095396257824 0.0087710522632309176 -0.081671093208124046 -0.053473048860022132 0.78494363234615194 0.61409889364987802 0.035940036199602059 0.19024569722076132
leaf_weight=1075.9500215358566 694.95822091493756 17.881006650626659 5226.7015210874379 8739.0972404442728 1713.1199742043391 1191.5179483080283 1524.8455527131446 638.8290499933064 2.2616796824149814 63.863733324222267 1.0318518728017796 0.42488002777099509 16.6129279313609 18.431432479992509
leaf_count=80898 4274 120 70288 33749 5974 7339 13584 2559 214 4538 7 1 195 81
internal_value=0 0.00144013 -0.00432617 -0.000532971 0.0205804 -0.048129 1.20077e-05 0.0399932 -0.0635147 0.00837428 -0.0401421 -0.0691441 -0.0694098 0.160526
internal_weight=0 19747 15175.2 13965.8 4571.75 1209.4 2219.8 2351.95 1178.58 85.5887 64.8956 1092.99 1092.56 20.6931
internal_count=223821 137887 111496 104037 26391 7459 17858 8533 85934 4840 4545 81094 81093 295
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=11 135 81 188 1 1 92 79 41 107 81 162 131 115
split_gain=152.795 205.602 163.471 206.517 190.194 150.511 179.732 180.752 160.432 177.734 133.209 170.206 128.762 84.6538
threshold=-0.10028872340104486 0.070107725072428337 0.40743766085620531 0.86435811935604634 -0.15791268799867872 -0.27080016411949587 0.50542460195552186 1.7525086305727 -0.023202883742251164 -0.29652758751418484 0.74987800091360768 0.11883933737197895 -0.096801162732394266 -0.075142922633537376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 4 -4 -3 8 7 -7 9 -1 13 -12 -10 -2
right_child=1 2 3 -5 -6 6 -8 -9 12 -11 11 -13 -14 -15
leaf_value=0.019120972086027005 -0.0025216239364793131 0.042089620527833715 -0.034717690212214873 0.02778742307025215 -0.003640732443564847 0.020055027324352662 -0.049552319118069316 0.51633674143832431 0.074626773981627439 -0.046600860340224357 0.18896802861039755 -0.038950280760080086 0.0037017680878241813 -0.045644529779306546
leaf_weight=597.14644648041576 605.47720350883901 1689.2507431954145 1738.5826596633997 759.52359891682863 1970.1881635484751 9358.7995421327651 381.78880462702364 7.3445770740509024 299.41859255637974 1323.4279101435095 61.927493538707495 69.579832245595753 1763.9253582246602 1834.5140909771435
leaf_count=1736 16118 5062 17242 4874 23386 59218 1784 13 1171 9892 338 1029 6838 75120
internal_value=0 -0.00591102 0.00400689 -0.0157137 0.0174691 0.0110097 0.0177027 0.0204442 -0.00536672 -0.0261666 -0.0296598 0.0683777 0.0139939 -0.0349437
internal_weight=0 8729.04 6157.55 2498.11 3659.44 13731.9 9747.93 9366.14 3983.92 1920.57 2571.5 131.507 2063.34 2439.99
internal_count=223821 143169 50564 22116 28448 80652 61015 59231 19637 11628 92605 1367 8009 91238
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=166 74 142 13 60 35 91 19 156 167 24 49 156 180
split_gain=193.931 155.518 154.327 162.696 75.5153 54.3494 53.7788 36.5732 29.4562 21.6363 24.7951 20.2559 19.4914 17.5853
threshold=-0.3290680334343174 -0.16669576012358908 -0.060535341961149715 -0.25678220686929026 0.64882301341462856 0.1211092119028894 0.0033014677083900335 -0.09982831812888518 3.1919047905934645 -0.28417875253788621 -0.086935783164173205 -0.10362497093794744 1.1893753523624337 39.935073627844723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 12 -11 -10 -1 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.070594751127417962 -0.060003144083741938 0.031336370097357923 -0.024451684617067895 0.0051204166611760211 0.21823480912695953 0.087899513921695968 -0.0098994497606634743 -0.024445467669292151 -0.062089514823619851 0.22487441310381473 -0.0059545676753945823 0.19671766245657485 -0.039117125891355173 -0.025018742752282976
leaf_weight=296.36736574908718 414.7352738911286 1691.6577562289312 2027.0851678969339 22627.766195332631 21.898261953145266 60.722132571041584 759.47875490318984 956.15400909306481 8.501443166285755 5.2073340369388452 43.758209994994104 11.472467221319677 585.04033622611314 5.1967721283435813
leaf_count=8305 3686 14908 19923 147666 218 384 5156 7923 45 48 770 77 14680 32
internal_value=0 0.00257873 0.00470591 0.00268904 0.0337248 -0.0230205 -0.00265908 -0.0352027 -0.043219 -0.0461069 0.0185934 0.0635251 -0.0497013 0.12759
internal_weight=0 28559.5 26368.4 24654.9 1713.56 2191.09 820.201 1370.89 955.544 930.373 48.9655 25.1707 881.408 16.6692
internal_count=223821 199864 182715 167589 15126 17149 5540 11609 23957 23803 818 154 22985 109
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=52 165 157 118 179 170 134 189 35 101 119 123 46 93
split_gain=660.78 270.128 275.005 199.315 147.515 140.074 108.939 84.3952 60.8252 59.219 50.8871 24.3659 26.2555 22.5541
threshold=-0.0071712618733946734 0.1642692194636505 -0.29704771661923107 -0.032983731049895569 0.39303804473731735 0.044175235952893251 -0.2030554380682433 36.500000000000007 -0.073441595154401337 -0.12131147772959587 -0.23352790578723864 438.50000000000006 -0.016210519578641589 -0.033073344371375275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 10 -4 11 9 -7 8 -6 -2 -3 12 -1 -9
right_child=1 2 3 -5 7 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.074019984681507708 0.00044144037611293222 0.32700191047011501 0.023238272460905703 0.00032951784210315726 0.12483809246742275 -0.27883903086783918 -0.011857754931089322 0.35264220136050622 0.0058006410434128537 -0.080147415847459033 -0.066622872542433362 -0.074560935153388172 -0.0045541515481418047 -0.065170370556764293
leaf_weight=107.02066706772894 108.9759338949807 3.3051351518370202 6321.6101381168701 9512.9421610091813 65.026513588149101 15.404392855707554 1946.5022933338769 1.3061796613037575 126.29784214682877 558.44657390145585 520.94082475779578 1463.0984515005257 110.68014125991613 119.00128764891997
leaf_count=9585 715 25 40162 55310 335 99 10039 6 912 12019 4867 84965 2735 2047
internal_value=0 0.00233439 0.00711618 0.00947535 -0.0582003 -0.0274163 -0.013954 0.00499195 0.0462586 -0.066989 -0.0641412 -0.0699166 -0.0387032 -0.0606342
internal_weight=0 18988.1 16358.8 15834.6 1992.43 2629.33 1961.91 311.632 191.324 667.423 524.246 1680.8 217.701 120.307
internal_count=223821 123236 100364 95472 100585 22872 10138 3300 1247 12734 4892 97285 12320 2053
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=139 67 110 180 34 1 129 73 161 156 110 53 117 153
split_gain=414.539 227.443 199.781 201.058 126.706 141.371 108.646 67.7443 38.1554 24.9776 37.8399 15.8549 12.9172 16.5687
threshold=-0.12955073562592875 -0.088140057630562499 0.31735884299130351 64.493306559571622 -0.17643610266195056 -0.22175268114052116 1.0212563822485337 -0.25289185876857007 -0.13767070888091701 1.9052942297393616 0.28429298672486764 0.0015306756234817077 6.852945298013605 0.0031423716545970382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 9 10 -1 -11 -10 -14
right_child=1 2 6 -5 5 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.067307020045786328 -0.10473339054621388 0.0012447936497837009 -0.028311144191572608 0.072240818712345709 0.050165852344273856 0.01220486455705333 0.011446789093157191 -0.0081846143467554765 -0.073739597127049195 0.021806629636529681 -0.074092666217420916 -0.062020619108374586 0.074339876037402386 -0.054242582114876065
leaf_weight=54.769565247930586 87.369800671935081 10814.114843404619 3716.1802560244687 414.16646906035021 1683.7851961068809 2350.5789021311793 843.30815910059027 432.0635597622022 800.89355257991701 26.901211399119347 28.918652248568833 139.90622025495395 13.119973759166895 42.431208651978523
leaf_count=288 116 89712 25479 3128 11111 15754 4863 2152 66590 267 110 1556 333 2362
internal_value=0 0.00237421 -0.00330478 0.00386355 0.022063 0.0280483 -0.0209576 -0.0244243 -0.0604644 -0.0261351 0.018446 -0.0485017 -0.0705052 -0.0238742
internal_weight=0 20341.6 15787.8 11228.3 4553.8 4034.36 4559.49 519.433 1106.94 250.496 83.6882 166.807 856.445 55.5512
internal_count=223821 152315 123182 92840 29133 26865 30342 2268 71506 2221 398 1823 69285 2695
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=15
num_cat=0
split_feature=64 181 188 44 129 12 170 0 193 0 180 131 44 4
split_gain=425.548 203.23 262.463 220.834 194.791 188.748 135.47 62.6469 54.135 52.1983 39.0529 31.2111 22.2777 34.1678
threshold=-0.0088834238136265616 -0.0049451104536888191 0.60762586026322651 -0.15065993751012988 1.0181756804853681 0.95661330837011727 2.4872935027443677 1.2478803176726767 0.87011353907531064 0.82919586458271122 37.738286479250341 0.15719702541657013 0.23571343275906462 -0.0059714315543751475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 10 -1 -11 13 -10
right_child=1 2 4 -5 -6 6 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.082593260169097515 0.045934162934268767 -0.038834931846190732 0.012081058642201442 0.017653662832708993 -0.027140253726182863 -0.039622999755721172 0.17387338728003354 -0.16768093073236509 -0.03855159230949938 -0.076754918894560376 0.1619851859141771 -0.038737547102277281 -0.075014259344934039 0.18850178515013655
leaf_weight=10.378531177528204 384.64889453584328 739.49333772901446 2009.7983542326838 10789.415012868587 3422.7713616099209 2109.9454490896314 30.145560242235661 14.237042078748344 10.65325679536909 842.44699753378518 17.599263309501112 290.37905593961477 9.4070383161306363 17.53939170204103
leaf_count=534 1743 3791 6536 68309 8272 46333 110 221 165 69537 41 18111 39 79
internal_value=0 0.00154153 0.00549127 0.0140303 -0.0126302 -0.0248445 -0.0366157 0.0383098 -0.0598522 -0.0636773 0.0712573 -0.0670099 0.058241 0.102704
internal_weight=0 19500.5 16961.5 11528.9 5432.57 2538.98 2140.09 398.886 1198.4 1160.8 27.9778 1132.83 37.5997 28.1926
internal_count=223821 135315 86908 72100 14808 48407 46443 1964 88506 88223 575 87648 283 244
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=170 74 6 129 3 74 85 2 197 63 137 50 131 191
split_gain=146.867 186.647 218.289 206.257 143.648 130.891 128.391 124.489 123.239 105.985 101.846 84.2329 37.9629 91.3217
threshold=-0.063153426023197706 -0.19206408753812712 0.1378891524501332 1.0155316109626573 6.4080902888366857 -0.10501670230661735 -0.03374815805970649 -0.15323986327626973 -0.020504734039136309 0.050344294470215704 -0.0027774411907083682 0.064824507076605489 -0.35167024386796258 -0.028429985855728656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 12 -3 -2 -5 11 -4 -10 -6 13 -1
right_child=1 3 9 7 8 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.64218543844567966 -0.054182569564933614 0.028942624541482821 0.046589279311343011 0.0093684970439694461 -0.027333843152607978 -0.051523099254720886 0.14412359082187032 -0.010598340171883214 0.0084845377607493024 -0.060239813342409188 0.034354527956634691 0.057915126275239995 -0.043263423757763785 -0.1015243310107616
leaf_weight=2.7341823549941182 37.749625477474183 239.76307326881215 216.83843001304194 6659.0773515952751 805.67274700384587 1288.8447315291269 241.59814087627456 5879.6606676770607 2581.9763580660801 162.43551798188128 3706.1166594289243 135.38160123093985 441.82463145349175 4.1679559387266627
leaf_count=15 436 5999 4215 29063 9352 37125 582 78093 32402 2072 16664 767 7001 35
internal_value=0 -0.00178617 0.0502441 -0.00422219 0.0152731 -0.038902 0.117326 5.65469e-06 0.0186809 0.000836495 0.023732 -0.0150698 -0.039628 0.193086
internal_weight=0 14726 658.622 14067.3 7677.87 1528.61 279.348 12538.7 7229.15 379.274 6288.09 941.054 448.727 6.90214
internal_count=223821 157585 7305 150280 66236 43124 1018 107156 59185 6287 49066 10119 7051 50
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=157 154 77 126 21 66 186 0 158 101 134 53 160 157
split_gain=202.84 153.762 171.14 164.01 143.148 131.143 121.048 74.3 27.1784 31.0003 38.307 25.8516 24.3251 16.8917
threshold=-0.35214277370302499 0.043231397137578925 -0.041668730269219779 0.79181280032510304 0.025590117236583183 0.96750712927558868 15.250000000000002 5.7292552374054271 -0.30986686005415626 1.2592592774716713 1.5295445918926067 3.3394416443333079 -0.11388150265198931 -0.44008793154397435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 -10 -11 13 -13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.069867287676041973 0.041621680696395741 -0.027690242065654083 0.15316552376881762 -0.012443758769235071 0.0027025224863219477 -0.081489214215882039 0.017721719107014956 0.04042424744155234 -0.0099776451021112399 0.392884943132839 -0.0566982389585617 0.44361878663313603 -0.013116078221879069 -0.040375593105872312
leaf_weight=281.66760539775714 1106.4720162572339 1094.865306399297 60.155518749728799 10115.782234513666 6478.2086044605821 124.65575086511672 9154.9760764660314 187.58081361930817 98.3601841093041 4.3752873325720421 3.3434836007654667 2.0540609993040562 2.6973342765122643 625.49014697549865
leaf_count=5352 6180 10985 432 64453 45109 706 75052 2218 1442 44 26 21 34 11767
internal_value=0 0.00269203 -0.00298998 -0.0114648 0.00838015 0.0122466 0.016389 -0.0177273 -0.0427412 0.00516608 0.198142 -0.0483141 0.184334 -0.0495326
internal_weight=0 28322.7 17760.6 10175.9 7584.68 10562.1 9279.63 1282.45 1017.99 106.079 7.71877 911.909 4.7514 907.158
internal_count=223821 205135 116174 64885 51289 88961 75758 13203 18686 1512 70 17174 55 17119
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=15
num_cat=0
split_feature=115 136 160 180 166 130 76 109 140 77 77 166 195 135
split_gain=600.557 332.393 229.704 239.003 145.897 144.656 98.2213 95.1227 52.1765 29.4643 29.2237 23.3109 36.9507 16.8144
threshold=-0.026505293501427159 -0.043293490112066658 -0.087881409100378075 36.375502008032136 -0.24507614867475389 -0.24871919793895786 -0.13134143808615364 -0.4087159785452123 -0.14763985923752285 -0.01473728800393082 -0.23505505583346312 0.49855885889506951 0.63938206323909896 -0.1971605610334041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 10 -6 -3 8 9 -1 -2 13 -13 -9
right_child=1 2 3 -5 5 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.018711659867969001 0.1720253394251961 0.015272484677238948 0.0155375497649373 -0.012657422831486013 0.065939882420174983 0.019494143119899891 -0.054902922740974275 -0.022913446872603955 -0.068533283495479991 0.13526698365699613 -0.072416221005230014 -0.044333477182043071 0.19519369185100915 -0.073942166578664842
leaf_weight=83.127633776515722 5.0351013243198386 238.07190710026771 4910.0862024370581 7754.8691383101977 807.23854398773983 3960.7491137715988 1229.474214439746 67.778633902780712 56.690804827958345 29.34498192043975 170.73324137320742 29.341113123111427 8.2516600596718472 1365.3866262068041
leaf_count=765 28 678 28474 55458 4707 20005 13972 2332 1666 122 2252 1594 100 91668
internal_value=0 0.00174097 -0.00606628 -0.00172649 0.0240592 0.0273576 -0.0435188 -0.0613219 0.00969273 0.0491219 -0.0654139 -0.0694899 0.00824303 -0.0715289
internal_weight=0 19076.3 14132.5 12665 4943.76 4767.99 1467.55 1639.92 169.163 112.473 175.768 1470.76 37.5928 1433.17
internal_count=223821 125574 98582 83932 26992 24712 14650 98247 2553 887 2280 95694 1694 94000
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=157 115 4 13 91 67 151 115 115 61 73 58 85 187
split_gain=390.977 224.861 334.886 199.604 185.168 129.239 88.4816 74.167 50.6622 34.74 43.735 18.9209 12.7875 10.382
threshold=0.11161280896467234 0.10763346920451257 0.11309311642416707 -0.30433634008384491 0.57035619131936599 1.506581337036027 -0.1871483185635508 0.45172482132838243 -0.031181366529166445 -0.029801483009318435 -0.18387090822889587 -0.31365903051973676 3.8146915231835172 2.0433632412928522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 11 -11 -2 13 -10
right_child=8 5 4 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.026755662191099445 0.25296400924126755 -0.0028601592021865563 0.078109568014170211 -0.00081848293253983283 0.57982227447313928 0.1216189331012251 -0.039886326136744699 0.011380225622996051 -0.071916019503670311 0.085776669236780789 -0.023203842453561645 -0.051593617285117202 0.57981071585554833 0.026187252178246651
leaf_weight=3301.2484155474231 2.0517997383140019 953.4493295813445 529.93519059568644 12819.510851606261 7.4597848774865261 79.525257376953959 1997.6797784941737 262.41292311344296 749.83925159508362 47.66044828039594 161.95921484031714 350.84747292147949 0.30248830700293083 10.944733685348181
leaf_count=19159 88 8848 2367 73450 76 453 27403 2775 62496 1070 8982 16467 14 173
internal_value=0 0.00269677 0.00741696 0.00482822 0.085074 -0.0211806 -0.0279239 0.0370187 -0.0534267 -0.0306699 0.00157465 -0.0498229 -0.0702462 -0.0705047
internal_weight=0 19951.2 16658.2 16120.8 537.395 3293.07 2951.13 341.938 1323.61 562.519 209.62 352.899 761.086 760.784
internal_count=223821 134531 95052 92609 2443 39479 36251 3228 89290 26607 10052 16555 62683 62669
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=15
num_cat=0
split_feature=23 72 69 193 14 110 99 193 126 57 19 168 106 99
split_gain=388.702 226.431 266.795 234.793 182.909 106.121 101.438 74.9961 74.5136 65.3451 53.6751 20.4913 20.1887 13.7416
threshold=-0.020429622007975119 1.0248136159082504 0.27254527008134027 0.016757731082606624 -0.0080198231217586055 0.46099943632228996 0.42623329238223645 0.031512149777345948 0.96107946207747708 30.701990675088364 -0.41936896339219221 7.1027751410262114 -0.45299207685719134 0.57498589654917598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 9 7 12 -7 -3 -9 -8 -1 -13
right_child=1 5 4 -5 -6 8 11 10 -10 -11 -12 13 -14 -15
leaf_value=0.27681926321041334 -0.033000347601869567 -0.043974744361231506 0.025420950518720259 0.0032520793433664912 -0.035622325693360817 0.029249945862162365 0.097833472819603515 0.10560258344509235 -0.033454937568415541 -0.1120557662210826 -0.033567037476777688 -0.095889998076420263 -0.073103873001103312 0.067915492821302825
leaf_weight=1.651681572664528 2286.6611591663677 646.36696862056851 6336.746904425323 8168.3635255417321 532.07733891252428 324.15869391895831 53.053529050201178 29.233356969431043 456.23603825643659 180.30891520157456 532.88382252422161 11.012071162462236 939.77305204491131 9.5736599266529065
leaf_count=39 68515 1890 19828 41280 1775 994 118 164 874 465 10102 24 77732 21
internal_value=0 0.00205091 0.00538194 -0.00467684 0.0206924 -0.0338568 -0.0496198 -0.0552323 -0.00740872 -0.0588241 -0.0263294 0.0649744 -0.07249 -0.0197101
internal_weight=0 18930.9 17323.8 10455 6868.82 1607.07 1577.18 1503.54 780.395 826.676 562.117 73.6393 941.425 20.5857
internal_count=223821 135621 131398 109795 21603 4223 88200 88037 1868 2355 10266 163 77771 45
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=126 117 129 172 169 45 63 126 130 106 27 130 95 71
split_gain=136.762 131.848 130.098 171.757 120.788 119.676 99.3636 63.4582 46.5566 47.1427 27.6816 20.1393 16.9859 0.0740314
threshold=0.99313603977333653 0.34638190135896579 1.0172799977163638 0.24355854157164461 -0.21314189569466827 -0.2369821623435904 0.0070628185984454453 0.95704030644907256 0.060002665450056926 -0.20734963573128615 -0.13666538668564934 0.2878013050755005 0.56508691160003 0.10330953832532079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 11 -10 -12 -11
right_child=8 5 3 -5 -6 6 -8 -9 10 13 12 -13 -14 -15
leaf_value=-0.061894153207632301 0.23690201492605989 0.059830498111683644 -0.038576048031367716 0.0362245539239123 0.0077586359598537718 0.072297059951328596 -0.003276280226623407 0.26670876915649666 0.27175480385418632 -0.088682508905769189 -0.090065373141157035 -0.086370978318844563 -0.00060072556940116324 -0.11439184114904717
leaf_weight=263.71365372929722 9.8355155438184756 175.17908228025772 339.07537214295007 3242.764080115594 4452.8832152202958 176.26750624808483 13384.269484494114 16.198172670789063 3.8824100494384757 6.3638218319974831 229.53817295702174 2.636687483638525 23.383986420929432 1.3592778351157901
leaf_count=3063 9 779 3234 18694 48729 1528 144264 25 3 110 3193 88 96 6
internal_value=0 0.00482113 0.0147755 0.0291435 0.00386422 -0.00118571 -0.00229394 0.0773407 -0.0658843 0.0917045 -0.0765497 0.126909 -0.0817939 -0.0932074
internal_weight=0 22050.4 8298.44 3581.84 4716.6 13751.9 13560.5 191.377 277 17.5586 259.441 6.5191 252.922 7.7231
internal_count=223821 220316 73720 21928 51792 146596 145792 804 3505 125 3380 91 3289 116
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=151 139 180 139 25 190 119 57 129 186 21 139 63 7
split_gain=172.532 286.691 197.246 144.671 201.874 167.811 116.802 108.434 103.958 85.1852 82.1845 76.3177 72.5527 62.5747
threshold=-0.05772251565279115 -0.066256691243402763 35.149263721552884 -0.33203567858186955 0.018926408429523849 -0.088551585078974052 1.0000000180025095e-35 5.6798334825273562 1.0163201065305711 15.250000000000002 0.028542415688622678 -0.49576451935309157 0.45291870775686099 1.2316591394832321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 5 -2 12 10 -3 -8 -1 -9 -5 -6
right_child=3 2 -4 6 13 -7 9 11 -10 -11 -12 -13 -14 -15
leaf_value=0.11179514368527506 0.57953245359453787 0.046087159098572923 -0.03544454386243321 0.0015469220835057193 -0.039436739954840115 0.024390571908432957 -0.065486818672290795 0.11721856008969256 -0.013487688278996754 0.017341509676261028 0.026321256612192551 -0.0011480220990025727 -0.056181584440640475 0.086279624864673859
leaf_weight=128.58087374828756 9.7977561317384261 485.85648617101833 4209.6731304684654 7673.5444648987614 1033.8708200538531 12.257222115993498 125.79082531668246 55.250178789719939 737.56587502546608 9619.0753445732407 899.05297164432704 3863.4202443519607 224.0643448010087 41.169297598302364
leaf_count=909 66 4883 45841 56672 7694 79 584 463 8823 62848 4957 25834 3707 461
internal_value=0 -0.00931521 -0.0251728 0.00675631 -0.0284782 0.271008 0.00894737 0.00810301 0.0101712 0.0162723 0.037016 0.000520854 -9.09028e-05 -0.0346224
internal_weight=0 10379.4 5433.1 18739.6 1097.1 22.055 17642.5 4946.3 1223.42 9744.87 1027.63 3918.67 7897.61 1075.04
internal_count=223821 91710 59547 132111 8300 145 123811 32163 13706 63432 5866 26297 60379 8155
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=68 151 106 195 68 155 23 1 106 195 139 45 59 33
split_gain=536.006 259.277 189 226.245 115.45 103.839 100.715 94.8619 61.7394 61.9132 38.418 9.73406 9.57 6.38075
threshold=-0.020136274143072713 -0.19512568956712312 -0.041474138809848252 0.31569848309797072 0.098296629418191908 -0.24945882450075865 -0.018087557901315016 -0.14309730147223537 0.11990520388023056 0.28790750570942014 -0.28906683955714207 0.30487941392825629 2.5176765727571913 270.19927043162369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 11 12 -11 13 -10 -1
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.075772153973220624 -0.065185655794349567 -0.059591283862388683 -0.006033034480774844 0.020806647096633255 -0.0066410266261954683 -0.0086484106250710319 -0.053222345465856073 0.010779101076049548 -0.085679858810839116 0.15103838607141218 -0.0089775058969820895 0.15698705686531153 0.19245581780194093 -0.016234312377889065
leaf_weight=1039.7488014502451 194.01991978799924 577.48387133865617 4946.7740090633743 8602.1822020641994 1434.9747060365044 802.708507246105 1375.6087616728619 1076.3141628168523 131.81783302803524 16.006245416589081 239.63721885625273 1.8158500855788577 1.2488016001880158 18.3176782540977
leaf_count=84423 1295 15706 29095 53378 10876 4483 9771 6221 2892 131 4814 4 4 728
internal_value=0 0.00126222 0.00676004 0.0110074 -0.0218353 -0.0235457 -0.0367969 -0.000823104 -0.061842 -0.0277523 0.00104134 -0.0743444 -0.0830696 -0.0747414
internal_weight=0 19010.1 15561.4 13549 2012.46 3448.65 2178.32 1270.33 1448.59 388.71 255.643 1059.88 133.067 1058.07
internal_count=223821 130825 109055 82473 26582 21770 14254 7516 92996 7841 4945 85155 2896 85151
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=14 3 117 78 186 0 6 174 176 131 115 14 41 115
split_gain=327.491 204.559 205.387 311.825 187.917 129.576 90.3077 60.4743 53.0859 52.1321 43.7871 36.2116 26.403 24.0077
threshold=0.1353760126071783 7.2883834409237656 1.6160389815118241 0.085793520344514693 50.250000000000007 0.78726834161654591 0.025382928741010433 4.2606254385690878 -0.23196312529962734 -0.28732372424613378 0.46250230914585694 0.69897041009433702 -0.035433766108275332 -0.10892093649812749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 12 -7 11 -9 -2 -10
right_child=7 2 4 -5 -6 9 -8 10 13 -11 -12 -13 -14 -15
leaf_value=-0.13331432406913898 0.17497117609871601 -0.00045793072626837503 0.0076551102701303015 -0.040154903384836654 0.065248706844816345 -0.098542365545353255 0.059991054007009471 0.24584105125959266 -0.023880172148887803 0.038908728822458445 -0.019121794111815364 -0.067020661185636224 -0.01435226304684553 -0.068185634759360514
leaf_weight=77.587990492582321 13.760931472759696 9187.8442829675041 5467.8273624328431 2521.915595062077 632.00447067525238 27.975055533228442 35.10150246694684 14.94047356862575 141.56531639560126 2023.7461251206696 33.417439963668585 4.9170427732169619 15.851568140555171 898.81707644718699
leaf_count=124 243 61715 38345 19484 4114 102 247 120 7380 14056 430 48 218 77195
internal_value=0 0.00227128 -0.00125665 -0.00900742 0.0136224 0.0313004 -0.0731019 -0.0532217 -0.0583991 0.0370346 0.0507638 0.168371 0.0736264 -0.062157
internal_weight=0 19974 17809.6 11709.8 6099.83 2164.41 112.689 1123.27 1069.99 2051.72 53.275 19.8575 29.6125 1040.38
internal_count=223821 138187 123658 81199 42459 14529 371 85634 85036 14158 598 168 461 84575
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=97 19 173 113 100 76 10 89 193 123 51 75 72 181
split_gain=348.117 192.807 186.414 218.136 154.843 116.945 147.151 88.5733 45.9733 33.2953 43.0603 28.2586 30.1854 26.326
threshold=-0.008107795206766551 -0.25210917857448428 -0.15863959860648352 0.20689524336960324 0.0077015924567492349 -0.036994111283769872 0.31211935455175738 0.0019086696991369501 0.098412064601639912 1207.5000000000002 60.576358649766505 0.011963737719227437 0.10561841241923468 0.054035751676102382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 11 13 -11 -1 -13 -10
right_child=1 2 3 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.074620671624508542 -0.069778334638391906 0.27778160502280314 -0.01492983617023015 0.0097133758168164198 -0.044845714096961004 0.09960320713124543 0.026582731949860345 0.028045747861064785 0.13351104024681212 0.050135546821984484 0.48114554384858965 0.18012321602771342 -0.031078184732239608 -0.042215884798148119
leaf_weight=763.14285295992158 275.02734393556602 15.061461993493138 6041.1958608590066 8859.9021442378871 1208.852870850591 186.80293542705476 373.94938395963982 2337.4502290845849 9.1238643568940443 21.937151111662391 2.5917963273823252 8.0605688802897912 42.171485626837239 129.9475328954868
leaf_count=80129 4819 225 76543 35619 7610 1837 3284 7950 373 175 12 68 1663 3514
internal_value=0 0.00107516 -0.00335892 -0.000277463 -0.0408755 0.0236073 -0.0142538 0.0333412 -0.0601098 -0.0117411 0.0956773 -0.0698386 0.00281259 -0.0306872
internal_weight=0 19298.2 16125 14901.1 1223.91 3173.23 648.977 2524.25 976.975 163.6 24.5289 813.375 50.2321 139.071
internal_count=223821 137887 119997 112162 7835 17890 8103 9787 85934 4074 187 81860 1731 3887
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=126 170 44 52 65 73 110 6 131 106 181 169 71 170
split_gain=121.801 120.986 148.142 197.082 157.378 141.875 233.933 139.96 34.4441 18.5263 17.6168 30.8856 7.38061 4.9027
threshold=0.99313603977333653 -0.063153426023197706 -0.047754739064625705 -0.027090717212162965 -0.048010436191745463 -0.20420915663832723 0.030099546218958089 0.13161140971464472 0.041212776348974363 -0.2119515679698204 0.13765206745737749 -0.15716759897306981 1.3991483353349732 -0.20950608941422547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 12 -12 -10 -11
right_child=8 5 3 -5 -6 6 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.057856688936176542 0.19166466266936749 0.09992508756434583 0.075736818296883113 0.0045676416317980582 0.011514005828918768 -0.032049883837678157 0.0027472091114991363 0.00506572061790872 -0.090476917770496657 0.089627120325848547 0.17025860495530748 -0.052112065328441939 0.10970156613535686 -0.096815443088160813
leaf_weight=347.1495099531021 7.7296160012483597 269.36483241245151 822.82043563597836 738.17538052168675 5643.4275614302605 2322.4700565001694 11491.129106234992 368.08610453107394 183.09862962435 2.0697169713675976 7.0414142683148375 55.291778703220189 1.860579341650008 4.4276096844114345
leaf_count=7648 8 941 6324 10482 40462 82821 65742 5896 3054 9 19 368 2 45
internal_value=0 0.00438573 0.0146437 0.0420818 0.00749403 -0.0009747 -0.0031032 0.04515 -0.0642639 0.0870416 -0.0729687 -0.0269922 -0.0884632 -0.0374243
internal_weight=0 22002.6 7551.57 1561 5990.58 14451.1 13813.6 637.451 261.519 14.2269 247.292 62.3332 184.959 6.49733
internal_count=223821 220316 64916 16806 48110 155400 148563 6837 3505 62 3443 387 3056 54
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=15
num_cat=0
split_feature=119 180 180 154 99 43 158 76 82 147 133 91 151 111
split_gain=158.347 135.732 152.575 137.929 172.488 116.02 93.6813 74.7334 73.6936 104.244 87.777 45.1521 40.6517 33.3639
threshold=-0.067679836385967432 31.168005354752346 11.526773761713523 0.037622865002864554 0.017268873696195244 1.0259762234608856 0.022678395600967887 1.3773198865963614 -0.14403326408432091 0.47186976899149896 0.032563041119694526 0.016741039369926741 0.38282329412464577 0.2087776684644703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 11 4 -3 12 -4 -5 9 -7 -10 -2 13 -1
right_child=1 3 6 7 -6 8 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0047214739071845188 0.0093269892119994518 0.02031188080581146 0.070286531562792742 0.016295804318515159 -0.0091155126502752686 -0.051496193042461946 0.021500608507861466 -0.032781607901276724 0.049512179615768898 0.40298164252644864 -0.0060381780664244969 -0.089151197559311973 0.015130064045181161 -0.053929704379147458
leaf_weight=162.51475086342543 75.27776444144547 2478.7273917198181 667.91167263081297 6810.7139270175248 10140.452361572534 424.15423503518105 958.41035859845579 325.0885644806549 300.14601666806266 5.1077010892331591 5439.6517826588824 122.03618365712464 119.19838638976216 905.45676511526108
leaf_count=1884 421 15474 5656 57330 67964 2722 6439 2584 2555 54 46176 639 1245 12678
internal_value=0 0.00535787 0.0314613 0.00294818 -0.00333523 -0.0116314 0.0415364 0.01406 -0.00612228 -0.0460885 -0.00313333 -0.0515805 -0.0402595 -0.0464416
internal_weight=0 21578.6 1823.64 19755 12619.2 7356.23 1626.32 7135.8 6169.06 429.262 5739.8 197.314 1187.17 1067.97
internal_count=223821 156507 13155 143352 83438 67314 12095 59914 51507 2776 48731 1060 15807 14562
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=115 12 136 132 151 124 34 85 176 56 166 48 140 91
split_gain=493.676 270.729 200.347 193.996 174.145 96.7226 74.962 98.4967 71.6382 27.6079 25.2037 40.7449 15.6268 15.0814
threshold=-0.026505293501427159 2.0500520621590708 -0.047748398706783927 0.23193545558086051 -0.22688091236498889 -0.18465168162997872 0.0065850237525797101 0.18986187819985997 0.079213254347503106 -0.017032115573785592 0.49855885889506951 10.05857717429207 -0.037493722999860958 0.062936769359404718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 8 12 -8 13 -10 -7 -12 -2 -1
right_child=1 2 4 -5 -6 10 7 -9 9 -11 11 -13 -14 -15
leaf_value=-0.058722296780249587 0.0053417346446467092 0.026926632490183729 -0.029469297242237315 -0.11005138645841722 0.0039968344181111528 -0.072164873329112131 -0.040484855052970267 0.014707612806975101 -0.06191742689899854 0.080652636122195726 -0.060442362824818269 0.1675371601515602 -0.065798795754203818 0.16930268317930508
leaf_weight=113.90119071747176 32.586948560085148 4385.4390604807995 1827.1824775626883 105.88956149853766 10434.086878955364 1205.9321298352443 883.87519489694387 509.86047442257404 15.906479265540836 92.960170391947031 24.400119699072093 11.550298982299863 588.45698500867002 2.9763134042732409
leaf_count=2660 389 23675 10015 719 63681 93390 5096 3566 137 289 1628 129 18433 14
internal_value=0 0.00146312 0.00562834 0.0236972 -0.000990311 -0.05876 -0.0331701 -0.0202942 0.00145276 0.0598218 -0.0697052 0.0128038 -0.062066 -0.0529156
internal_weight=0 18767.4 16752.6 4491.33 12261.3 1467.63 2014.78 1393.74 225.744 108.867 1241.88 35.9504 621.044 116.878
internal_count=223821 125574 98090 24394 73696 98247 27484 8662 3100 426 95147 1757 18822 2674
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=157 73 186 67 72 72 3 116 116 61 92 127 73 70
split_gain=321.799 196.133 259.815 202.282 171.426 133.999 84.0089 75.6894 50.0173 33.9343 36.6971 14.7095 9.718 19.9324
threshold=0.11161280896467234 0.52793544927981872 35.250000000000007 -0.08950821473722427 0.66667888904224559 1.0248136159082504 18.88374648442112 0.10050142409351823 -0.040281263211692571 -0.029801483009318435 -0.11126865336653588 0.1402789448026531 -0.34136585505774802 -0.061872359771566972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 11 -11 -2 13 -10
right_child=8 5 4 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.023968008742406642 -0.032332896197129771 -0.0064110608335208701 0.044198790966482028 -0.0023534281288780691 0.17873340290865461 0.082688696940161829 -0.050540225814522811 -0.0072863547068193653 -0.081271031404249766 0.21890075211450655 -0.0028491840190838029 -0.078258092499531973 -0.069923813976413424 0.14473742942729481
leaf_weight=3769.701867214404 219.15792402159423 649.52631256170571 536.83499427186325 12948.685053480323 115.00254479702562 155.29304287442937 1284.5452446551062 234.94800572143868 9.8613965187687445 7.7755325047764918 185.58125718939118 102.29522481560707 683.29309204907622 6.457427406217902
leaf_count=23556 12204 2753 2800 84232 834 817 16906 2633 719 48 9167 3309 63797 46
internal_value=0 0.00234605 0.00599651 0.00358159 0.0679345 -0.0249348 -0.0357202 0.0285184 -0.0506936 -0.0270355 0.00606813 -0.0469476 -0.0681024 0.00816147
internal_weight=0 19694.5 17370.2 16718.4 651.838 2324.31 1934.07 390.241 1214.42 514.81 193.357 321.453 699.612 16.3188
internal_count=223821 134531 111422 107788 3634 23109 19659 3450 89290 24728 9215 15513 64562 765
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=97 118 156 117 193 126 140 193 118 184 75 33 89 90
split_gain=311.855 233.956 220.566 237.313 155.31 72.4476 50.0047 44.8847 31.5084 30.4323 26.8465 28.3797 23.5644 23.4517
threshold=-0.008107795206766551 1.2345021291604474 1.2872962090540991 3.970662655931446 0.013992211212001419 0.92482733919515214 0.2146407362636257 0.098412064601639912 0.91592057694888995 -0.16508672751121864 0.011963737719227437 10.096353793428401 0.11782130913316162 -0.030989503027239757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 9 -7 10 12 -3 -1 -12 -9 -10
right_child=1 5 4 -5 -6 6 -8 8 13 -11 11 -13 -14 -15
leaf_value=-0.074046247109255753 0.017047107737104699 0.52174663895483431 -0.038724714831129721 -0.024734656925497613 -0.0064076991464544946 0.044651725981253353 -0.0046061877248251221 -0.040816698975957647 -0.085304286576792607 0.066543026423785151 0.11203996157339247 -0.050160756839942325 0.16917075330863374 0.12976360675306253
leaf_weight=704.51650895294733 7131.4353897094261 1.4724597400054324 1882.9418088751845 1679.5628663571551 7073.6681008897722 436.82940848870203 390.16776971239597 125.30731979478151 6.4997895145788815 569.8781125349924 15.941273980773984 33.36265292740427 5.5821077786386004 23.051917215343565
leaf_count=80129 30250 11 61066 5710 36335 1126 1213 3604 149 2176 182 1549 71 250
internal_value=0 0.000948676 -0.00215085 0.00908262 -0.0132017 0.0403316 0.0214124 -0.0588319 -0.0108043 0.0677162 -0.0690539 0.00228306 -0.0318613 0.0824602
internal_weight=0 19166 17767.6 8811 8956.61 1398.35 826.997 914.262 160.441 571.351 753.82 49.3039 130.889 29.5517
internal_count=223821 137887 133361 35960 97401 4526 2339 85934 4074 2187 81860 1731 3675 399
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=15
num_cat=0
split_feature=152 16 188 93 165 124 155 116 73 35 52 162 136 64
split_gain=116.817 136.573 150.561 129.206 126.626 126.343 109.868 74.0078 110.085 68.1986 67.6887 59.1524 53.7735 52.147
threshold=-0.37986751354331821 0.1384757433539536 2.3421052631578951 -0.041972844923288927 0.21257888480979431 0.97092213262473115 -0.41615761887494224 2.5383866524605527 0.44580047867761557 -0.11103479316906667 -0.065531497534953229 0.064782834773594838 0.092121969466467807 0.76693787721418949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 9 5 -5 -2 7 12 -9 -3 -4 -8 -1 -13
right_child=1 2 10 4 -6 -7 11 8 -10 -11 -12 13 -14 -15
leaf_value=0.22289110261478104 -0.056231912869349379 0.023533236278899351 0.24840065350037302 0.01488880118505119 -0.0032583919308841465 0.16643889932135927 -0.037662028145048328 0.12301171379463222 1.1272481551977531 -0.019990076482342935 0.056523253924987728 0.056848145421341784 -0.091819920342749259 -0.026540860998361095
leaf_weight=26.281513987574726 466.57586948270909 393.84410542389378 21.089624201878905 9939.2436243249103 6271.0713899182156 26.95354426279664 100.69525842973962 2.3216187823563805 2.0602801144123077 4192.5566799198277 143.37154378090054 528.35311558330432 6.8429419570602468 87.395858926232904
leaf_count=88 10802 2258 65 52588 85440 42 795 27 14 67527 658 3065 83 369
internal_value=0 0.00207884 -0.0128816 0.00633384 0.00786844 -0.044071 0.0421269 0.208968 0.595183 -0.0162526 0.0811286 0.0333926 0.157877 0.0450124
internal_weight=0 21454.7 4750.86 16703.8 16210.3 493.529 753.951 37.5064 4.3819 4586.4 164.461 716.444 33.1245 615.749
internal_count=223821 219380 70508 148872 138028 10844 4441 212 41 69785 723 4229 171 3434
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=74 1 57 33 19 77 94 197 85 91 19 130 165 165
split_gain=148.104 133.793 123.707 166.294 153.424 52.3771 172.13 152.478 63.9334 50.1149 40.3627 35.3124 56.9301 24.6019
threshold=-0.15779017165561543 -0.37425743952261481 5.3407669311162467 69.938511374169437 -0.090618785812912647 -0.15486428514338926 0.0029146256186966305 -0.0088467038121956658 -0.13767044019277894 0.012582550134200423 -0.21503915049029299 0.30836211272518482 0.96676756518340878 1.4725556037612828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 6 7 -1 -8 10 -7 -2 -13 -11
right_child=1 2 4 -5 -6 9 8 -9 -10 13 -12 12 -14 -15
leaf_value=-0.043717790828308734 -0.059775995773043614 0.0075615117281825107 -0.013062521044145892 0.045884270221299005 0.0063039041028443146 -0.056969963794640949 -0.039436108348255769 0.72349334119068276 0.053604004431044176 -0.05717467994222461 -0.011937134093652064 -0.025622076542916029 0.15651737306107238 0.02928507695687407
leaf_weight=4.3781899679452181 408.33251768071204 4874.8143810750917 5899.5578893320635 1474.8830901812762 13341.434962726198 231.82554331049323 164.17731076665223 6.3441065698862058 134.24903579987586 563.29196579754353 1406.9781997976825 198.63140255026519 18.783452534116805 34.953179273754358
leaf_count=35 6975 43810 49622 9870 86078 2934 1058 61 853 5608 13831 2542 275 269
internal_value=0 0.00324289 0.00435998 0.016463 0.000365887 -0.0220189 0.0165625 0.410221 0.00241859 -0.0273507 -0.0183075 -0.0424419 -0.00988623 -0.0521232
internal_weight=0 26216.4 25590.7 6349.7 19241 2546.2 309.149 10.7223 298.426 2237.05 1638.8 625.747 217.415 598.245
internal_count=223821 199172 189380 53680 135700 24649 2007 96 1911 22642 16765 9792 2817 5877
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=67 118 116 189 154 157 46 136 105 45 87 136 173 47
split_gain=463.048 230.5 250.087 192.9 127.39 120.231 97.8247 66.3207 43.4568 26.2438 16.2306 11.676 9.90964 36.4397
threshold=-0.02217775212413288 0.074022383949104389 0.41899293457901832 33.500000000000007 -0.077289162288908864 -0.29704771661923107 0.19477093431690451 0.30353957326982156 9.0470948170553651 0.089202369395129252 0.0069424648191511642 -0.041215261509102812 0.070690911112729557 -0.095843334139990563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 12 10 -10 -11 -1 -14
right_child=1 4 7 -5 6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.076145144547832236 0.02110431721931218 -0.057726043325255029 0.049785009718059207 -0.0089720510524917921 -0.020084690238787395 -0.00017239416347707289 -0.067328853211013201 0.0132815342230599 0.1140960560405949 0.39965706046780608 -0.034642935233262395 0.076578949354560527 0.98545701923688134 -0.016016228666330849
leaf_weight=898.67627547890879 3388.7720270191785 392.42449532588944 1641.600927581545 5752.1295210260432 1569.2931368045975 4836.0169908173848 608.11899941996671 714.27562398090959 7.6409695751499376 1.9411213104613123 184.07837166008539 2.6399070317856959 0.37499898439273138 11.671483399346469
leaf_count=85078 18001 4277 16420 40938 20701 23823 4294 4938 307 14 4577 31 20 402
internal_value=0 0.000802723 0.00966559 0.00217805 -0.0129559 -0.00449213 -0.0332793 0.0387176 -0.0657389 -0.023063 -0.0287149 0.213477 -0.0749374 0.015159
internal_weight=0 18902.6 11496.8 9140.9 7405.85 5228.44 2177.41 2355.88 1107.02 196.3 191.719 4.58103 910.723 12.0465
internal_count=223821 133392 80297 58939 53095 28100 24995 21358 90429 4929 4884 45 85500 422
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=139 3 28 166 135 0 66 192 161 65 74 83 168 162
split_gain=301.158 170.349 186.071 287.772 257.807 108.458 83.6737 70.6637 35.8484 21.7612 44.1227 24.7684 11.5767 13.8659
threshold=-0.12955073562592875 7.2883834409237656 -0.04236956972059263 -0.35567875280659506 0.023363280833992927 0.78726834161654591 0.76115603380143326 15.366132284797791 -0.13767070888091701 -0.0010100957575695758 0.33306144248242631 -0.18472577898833728 48.86340534684787 0.19781982745794663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 11 -11 -1 -10 -14
right_child=1 2 4 -5 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.22474063715430073 0.10400164963127637 0.046371731902655082 0.019879069869348044 -0.044823761124412914 -0.0070262402978645416 0.046446346149496942 0.00089266385545985489 -0.10535782415079241 -0.07136143739547969 0.07328284858160812 -0.072837226123914231 -0.052399854485675357 0.17394506165800039 -0.03513533700943338
leaf_weight=3.2993220980279139 19.621474508196115 425.13153755478561 5586.6488622818142 1859.4714653193951 9824.0295242501888 1468.6468042419292 555.82181260059588 90.386668922379613 643.57698816736229 53.636449104174972 33.617796361446381 142.70834079594351 3.422241094056516 43.363376115215942
leaf_count=38 172 3693 45667 20137 67680 10724 4038 204 66972 340 202 1641 69 2244
internal_value=0 0.00199822 -0.00122084 -0.0278536 0.00272742 0.0286849 0.0339395 -0.0680157 -0.0564183 -0.0225258 0.0169849 -0.0461373 -0.06787 -0.0198417
internal_weight=0 19829.8 17695.3 2284.6 15410.7 2134.48 2024.47 110.008 923.625 233.262 87.2542 146.008 690.363 46.7856
internal_count=223821 152315 137177 23830 113347 15138 14762 376 71506 2221 542 1679 69285 2313
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=64 51 67 181 1 102 128 25 105 180 187 167 164 64
split_gain=279.189 175.915 187.493 219.734 150.686 54.5654 48.72 62.9515 45.1585 39.8793 32.1554 28.2068 17.0603 16.1478
threshold=-0.0088834238136265616 5.4470138986005781 -0.074301973885919817 -0.0049451104536888191 -0.056856161564304154 0.25491687330611074 0.15292721471143678 0.22182815668140254 20.478751102205862 29.380856760374837 0.73924962054306931 -0.01699827697814147 -0.20437606856612756 -0.03563907249136198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 11 10 8 -8 -7 -1 -2 -9 -12
right_child=1 2 3 -5 -6 9 7 12 -10 -11 13 -13 -14 -15
leaf_value=-0.071778120930530237 -0.091795699368804592 -0.036595459268034779 -0.03049245832801183 0.0068396627337454765 0.060459354174020756 -0.12365398331869444 -0.042293776888952604 0.20080453507528176 0.16018252574770564 0.064382258639275922 -0.085399030331258285 0.043290576876071796 -0.00020877692078435808 0.19159897936241752
leaf_weight=665.87678490811959 37.706128649413586 1972.1542276465334 1771.1835887080524 14354.084680809872 174.09180584829301 11.499067530035971 240.46403213776648 15.493301637005063 11.543980662478132 588.89392902422696 3.004677364602685 26.195948558859527 5.803842272842302 7.0251679457724077
leaf_count=69599 465 17329 39989 72610 2136 81 18251 65 392 2612 61 93 97 41
internal_value=0 0.0008813 -0.000956519 0.00273914 -0.0287229 0.0514307 -0.0546949 -0.0190669 -0.0330187 0.0607809 -0.0691012 -0.0364186 0.146025 0.108618
internal_weight=0 18935.8 18271.5 16125.3 2146.25 664.295 949.212 273.305 252.008 600.393 675.907 63.9021 21.2971 10.0298
internal_count=223821 135315 132064 112599 19465 3251 88506 18805 18643 2693 69701 558 162 102
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=122 118 110 103 138 155 73 6 1 55 182 97 84 78
split_gain=117.306 117.745 122.236 144.983 132.598 79.3337 72.5191 57.7104 52.4432 49.3507 46.4047 39.9042 2.05801 0.158665
threshold=-0.41580495332593809 0.50633893607862623 0.027357794580396742 0.022971851424944824 0.3655254304199278 -0.41615761887494224 0.90699536283879933 0.29029264911209801 -0.32099093223086012 1.5981739951056138 0.13301349210476091 0.038486016634106147 0.47660870401177236 0.36081722113783959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 9 7 11 -9 -3 -7 -1 13 -8
right_child=1 5 3 -5 -6 10 12 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.045970977787101713 -0.022259342537507207 0.00037777810871929127 0.030145740855372357 0.0048240555626254313 0.016386420018223945 -0.0019014474493859888 -0.1112993334698115 0.11986993930921185 0.32287718274136795 0.20972227804036861 -0.028091567734837515 0.088278497935160793 -0.041782082899479774 -0.092100741109169201
leaf_weight=33.402999727986753 2790.4098644015612 20.584021508693695 2779.8732212113682 12117.825140410103 1302.1399474288337 1083.315292283427 8.8837632648646885 80.824766552075744 15.103117063641546 24.862012977246195 1801.6768122157082 65.668213173747063 8.4632595516741258 8.3514837920665723
leaf_count=537 103070 237 27402 60943 9665 11205 19 99 95 148 10249 106 25 21
internal_value=0 0.00246494 0.00534396 0.00954902 -0.00996329 -0.0161921 0.0757366 0.0965463 0.151832 0.114903 -0.0182572 0.0430147 -0.0821662 -0.101996
internal_weight=0 21920.7 18990.2 14897.7 4092.55 2930.44 220.698 194.999 95.9279 45.446 2884.99 99.0712 25.6985 17.2352
internal_count=223821 222919 201080 88345 112735 21839 902 837 194 385 21454 643 65 40
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=152 139 180 28 195 57 150 195 153 80 180 192 180 102
split_gain=136.194 184.696 205.338 134.607 113.244 153.765 110.628 101.111 100.04 87.4583 79.9532 56.8656 40.7531 25.4616
threshold=0.064533221686413775 -0.0360365588962391 31.675368139223565 -0.034370151843886414 0.31793985606136382 7.1318937181305939 0.47704658093310887 0.21712018838407293 0.094639775376563304 -0.044865923452304307 39.094377510040168 5.7979056461810385 37.027443105756369 0.22171429848051932
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 7 -6 12 -1 -3 10 -8 -11 13 -2
right_child=6 2 3 -5 5 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.012905865726564181 0.039618500522202948 0.020663023614434516 0.013310086913934427 -0.026356036748684575 0.021030087178830412 -0.016327970203308104 -0.020123351110563639 0.029834165033831891 0.12763296498003462 -0.067263100250244207 0.020220526799220526 0.011375248991692587 0.055973961470593039 -0.0031374535401798645
leaf_weight=715.35610969457775 282.40615208633244 540.52637813147157 991.23607407649979 6248.2947974130511 1642.7411297671497 3345.627847452648 1998.0612371722236 2446.5944549962878 104.29802720109001 92.945558477193117 651.36365111730993 8638.4459579945542 607.72487662732601 274.82174684712663
leaf_count=3647 2064 6034 11127 59738 9797 24004 14308 16856 989 650 5220 63467 4329 1591
internal_value=0 -0.00519665 -0.0161086 -0.020925 0.00535924 -0.00402543 0.00871361 0.0201647 0.037965 0.00570925 -0.0102048 0.0105381 0.0380642 0.0185315
internal_weight=0 16034.7 7884.36 7239.53 8150.32 4988.37 12545.8 3161.95 644.824 11380.8 2649.42 8731.39 1164.95 557.228
internal_count=223821 132192 77888 70865 54304 33801 91629 20503 7023 83645 19528 64117 7984 3655
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=67 195 189 34 193 114 195 132 111 95 131 173 173 34
split_gain=416.825 211.938 372.659 218.948 215.038 191.388 116.966 105.047 44.2021 23.9262 27.9167 17.1797 9.60783 26.6638
threshold=-0.02217775212413288 0.31205088270162501 36.500000000000007 0.060289702448273974 -0.021200207589899763 5.7381148335395293 0.1432331000577311 0.15447787261827836 0.13378831707855854 -0.036848167751231405 0.35605463351138028 -0.0048017135930798456 0.070690911112729557 -0.12940378379574033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 9 10 -1 -11 -10 -14
right_child=1 2 3 -5 6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.02846660599187243 0.03689112773404641 -0.04803306588325934 -0.048921984469047587 -0.00053011393947047637 0.079738256427769869 0.028395952346653337 -0.026533918373280559 -0.02503037389651195 -0.076372810045979483 -0.050387310871957275 0.44206350758050555 0.053559831252247385 0.29300268751057645 -0.064317889170380671
leaf_weight=37.651246344670653 1021.4844351711217 345.64719320065342 1169.6203465361614 4660.289758828003 105.86339820013382 6289.641422243556 4773.2064380564261 374.38038265379146 809.52880477672443 157.47442927653901 1.7058979768771667 17.685412073275074 2.6588761545717707 9.7327795345336181
leaf_count=583 5412 5997 23205 24256 696 37533 33573 2720 83572 5475 22 359 65 353
internal_value=0 0.000662191 0.00820743 -0.0102387 -0.0143265 0.0244146 -0.0242281 0.0202834 -0.0644848 -0.0240613 0.0463936 -0.0398921 -0.0750351 0.0123523
internal_weight=0 18740.1 12465.2 5829.91 6274.93 6635.29 4879.07 1395.86 1036.44 214.517 39.3571 175.16 821.92 12.3917
internal_count=223821 133392 90991 47461 42401 43530 34269 8132 90429 6439 605 5834 83990 418
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=157 74 82 192 151 94 114 129 146 128 9 114 73 85
split_gain=292.065 277.298 192.844 206.221 173.631 123.76 118.004 113.655 108.325 81.238 92.8932 76.779 62.9254 54.6391
threshold=-0.084387324144882994 -0.13077880472029327 0.48389920153734417 25.438188422309075 -0.15990776069109683 0.11657721135426473 6.7697129888491991 1.0196218613214234 -0.23809041331896072 0.44162696718828842 -1.0000000180025095e-35 5.5231489711344324 0.87544907578661812 -0.041045227427723076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 13 11 -8 10 -3 -4 -9 -2
right_child=1 9 7 5 -6 -7 8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.023108465680857837 0.060572543285028368 -0.018346960272914072 0.0047603998638521029 0.035847423710880087 -0.0023472839763253811 0.119470755862314 0.08446765666767414 0.051356105013539127 -0.047300182334425268 -0.07653312924647776 -0.052794767228567886 -0.045355255420946802 -0.0099314659397454416 0.014511910618245957
leaf_weight=4328.8510452040937 468.04333456337918 2520.7943996438989 401.10531705524772 1055.1348337586969 7032.6588779231533 212.64799431338906 74.578554044477642 278.84262612741441 381.72714833589271 399.60166508844122 1135.4148057578132 1285.2317060073838 419.64200374623761 572.62369575165212
leaf_count=25349 5045 35685 1398 4440 35999 1700 386 1370 9916 6178 72428 17049 2337 4541
internal_value=0 -0.0201469 0.00669534 0.0116202 0.00735162 0.0498737 0.0166363 -0.0193851 -0.0257641 -0.0337234 -0.0290445 -0.0334349 0.0145352 0.0352278
internal_weight=0 5552.78 15014.1 12629.3 11361.5 1267.78 1496.97 2384.82 456.306 4055.81 3656.21 1686.34 698.485 1040.67
internal_count=223821 134179 89642 67488 61348 6140 19888 22154 10302 114291 108113 18447 3707 9586
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=134 152 19 51 193 77 139 127 86 91 180 182 193 31
split_gain=264.696 176.873 169.69 159.847 152.938 152.096 133.431 52.3098 43.9131 46.7191 42.8093 29.7282 20.6527 10.4651
threshold=-0.029975271060420642 0.010593640569675201 -0.11621584606948157 5.4470138986005781 0.028560142085737972 -0.028356902748023202 -0.066256691243402763 0.4802525712639254 0.55187638387629634 0.038533021149777906 31.42369477911647 2.9156738510807227 0.040286173108071047 -0.061934493274157114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 10 -5 -2 -4 11 9 -9 -3 12 -1 -10
right_child=1 3 6 4 -6 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.075680368714764801 -0.0098472096992000754 -0.10728956822199408 -0.043303684982322718 -0.038802909722729713 -0.0055766430794158949 0.03392608510983694 0.0036017895166533562 -0.031851650046328263 -0.001726172614040978 0.097535071218968372 0.055205022866637192 0.45722165496506167 -0.040930554072703206 -0.11227589505037959
leaf_weight=532.89630842453334 1027.6736415468622 16.884006671141833 673.9812321329955 1886.715393421473 5212.8983355679084 3487.6504652574658 6054.4509074350353 55.592869743006304 11.511011648923157 56.037301691249013 407.89048542967066 1.093577168881892 251.86487064650282 33.435950558632612
leaf_count=64208 11415 142 11616 45047 22672 18820 37678 3152 28 153 2366 5 6443 76
internal_value=0 0.00102563 0.00896707 -0.0108413 -0.0144065 0.0239634 -0.00109669 -0.0532853 -0.000504823 0.0330993 0.0487462 -0.0638015 -0.0645276 -0.0839639
internal_weight=0 18768.1 11243.8 7524.39 7099.61 4515.32 6728.43 942.432 156.577 111.63 424.774 785.855 784.761 44.947
internal_count=223821 149756 79529 70227 67719 30235 49294 74065 3409 3305 2508 70656 70651 104
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=14
num_cat=0
split_feature=129 119 130 76 73 50 21 130 104 180 112 128 76
split_gain=109.519 121.033 111.072 126.488 117.343 77.6912 98.1674 29.4978 21.0954 18.1834 12.2418 5.43513 2.84144
threshold=1.0245748931830738 -0.29331198829089694 0.76899963714149544 1.3773198865963614 0.94387646631015987 -0.034767351474065407 0.049935905338069263 0.060002665450056926 1.4645984614579577 35.485274431057569 0.45044871840828687 -0.018691121410911924 0.86332372212787512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 9 -7 10 12 -1 11 -2 -9
right_child=7 2 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.033053739712462296 0.131008575380962 -0.0005029647494706914 0.051957665906793904 0.034650424381431025 -0.015375481562832277 0.49092753668442279 0.10300856899044027 -0.090735304650858661 0.077140000258459074 -0.13048490324892828 0.23250140075779469 -0.094868827939361799 -0.0073660504908757548
leaf_weight=11.867018641438337 1.7515966892242429 19407.662972058752 878.15170546062291 1080.5566310486756 366.98222695663571 6.8896165115293106 122.78471708041616 168.18084092182107 8.0265697389841062 15.91928526596166 4.1256014108657837 2.7187832845374924 4.1899989768862715
leaf_count=58 3 211715 2789 4806 1173 77 377 2633 24 105 3 43 15
internal_value=0 0.00374631 0.0031134 0.00135104 0.0321124 0.0911034 0.123619 -0.0727056 -0.0813295 -0.0606406 0.108278 -0.00636492 -0.0887088
internal_weight=0 21890.8 21733.4 20488.2 1245.13 157.461 129.674 188.993 180.397 27.7863 8.59598 4.47038 172.371
internal_count=223821 221100 220483 216521 3962 617 454 2721 2672 163 49 46 2648
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=166 81 82 115 49 188 135 14 163 86 89 29 165 2
split_gain=128.887 121.74 107.778 120.001 96.0985 78.3834 78.2947 25.085 21.6152 28.3856 40.9761 29.8664 7.13767 5.53483
threshold=-0.33559250783178579 1.4947630869109998 -0.14052255117936113 0.56671787986744937 0.7384160002606629 0.044642857142857172 0.26351938290924332 -0.12160105838630424 -0.39026531489410748 2.8199456503331271 0.58227402504293158 -0.010779294851214918 0.56462249525770136 0.17889583130889211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 11 -11 -10 13 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.071268713486519489 -0.028195107456327924 0.028851017960191773 0.0041098750183272354 -0.025769611005604817 0.098351849474196201 -0.018900229878076505 0.12681812636231535 0.033783884752227968 -0.0054688827720685814 0.77564759613794187 0.046848127233772206 -0.051802267964056598 0.30156080791664158 0.14346379891838043
leaf_weight=189.58115800376981 1640.932239391841 159.88927514664829 23810.143128494266 1424.5443035820499 62.286339029669762 155.86227263137698 166.5581738781184 215.10270946845412 243.39432643027976 1.0379641568288196 3.0046528298407793 324.73824117938057 0.51866680104285379 1.2080013528466214
leaf_count=7038 10341 660 164807 21351 892 1623 985 977 5738 14 50 9326 10 9
internal_value=0 0.00184775 0.000779811 0.00242312 -0.0235673 0.0430975 0.0788352 0.0116485 -0.039803 -0.0300737 0.233971 -0.0319525 -0.068902 -0.0699091
internal_weight=0 27635.3 26937.9 25234.7 1703.22 697.412 326.447 370.965 763.483 572.175 4.04262 568.133 191.308 190.789
internal_count=223821 201636 197391 186158 11233 4245 1645 2600 22185 15128 64 15064 7057 7047
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=15
num_cat=0
split_feature=166 169 195 180 138 51 89 57 13 101 190 45 99 160
split_gain=376.197 200.955 207.23 361.2 144.104 127.469 69.2832 87.3892 66.327 21.8798 21.5164 20.2793 15.8889 9.72137
threshold=-0.10046251435985078 1.7697375158738764 0.31331459063104533 37.15595716198127 0.16621269049974657 72.522141743166927 0.085425777639382736 107.22777633930457 0.17044203789003551 -0.18989219103229213 0.19065794256633978 -0.013896539985949878 0.037894512137990714 5.0962229829341146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 11 8 -8 -7 13 -11 -1 -13 -3
right_child=1 9 3 -5 -6 6 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.076788394034560392 -0.00026269507481958116 0.12748666847736059 0.034262526136777223 -0.002888270405856882 -0.034873687496236629 -0.045773045077044161 -0.0077356229050820294 0.10893127535209701 0.012029329124305002 -0.10093444047094498 -0.050194072735111561 -0.0051668422274717338 -0.057070754047016163 -0.023874326085883461
leaf_weight=619.29357472911943 4089.9650506880134 8.8886885121464729 4582.0454747215845 6102.504564575851 1704.1841355029028 861.15124395606108 309.31522955955006 81.021583570633084 257.9910635354463 103.52469477732666 433.62157311430201 70.807540876558051 353.03541672811843 8.1191689521074295
leaf_count=60218 28363 22 34959 56418 19609 9100 2240 272 1258 462 2473 1320 7085 22
internal_value=0 0.00279378 0.00478564 0.0130438 -0.0104425 -0.0383722 -0.0197956 0.0164807 -0.0324481 -0.0564375 -0.0599733 -0.0652536 -0.0483996 0.0552303
internal_weight=0 17032.9 16478.7 10684.6 5794.15 2552.62 1509.48 390.337 1119.14 554.154 537.146 1043.14 423.843 17.0079
internal_count=223821 142328 139349 91377 47972 81493 12870 2512 10358 2979 2935 68623 8405 44
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=15
num_cat=0
split_feature=139 13 115 44 166 46 115 126 13 16 112 3 44 160
split_gain=252.272 159.957 176.439 138.713 137.102 118.906 106.176 99.4634 25.5672 38.752 23.4703 11.9049 5.28507 12.1035
threshold=-0.14725751787520622 -0.30433634008384491 0.011936543248717544 1.2582138877127897 0.010539390857409245 0.0099715681510634067 0.35558081739088981 0.88908323858446148 0.21805867842713872 0.25057014109839054 -0.19536124818654083 15.969410995440413 5.3166932328908443 0.46206016631411706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 -2 -5 -4 9 11 -11 -1 -10 -14
right_child=1 3 7 6 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.027178817648751987 0.027181410295405925 -0.0012319115553150609 0.075468604752961188 0.12841132063173111 -0.034699876920849117 0.11046266974091948 0.016909299478368868 -0.027257339604722187 -0.078780233677135658 0.070565173702864414 -0.022918154927089648 -0.069583244950707807 0.24117550916643543 -0.049746362114468909
leaf_weight=13.521950819995253 2707.6705481661484 14078.818714573747 105.42733479011804 135.42312369449064 1340.5570510835387 183.02671774476767 231.20035063987598 889.4066512323916 359.29742107051425 38.276463168673217 90.015605277614668 213.05839467688929 1.6166745526716102 12.389746563043444
leaf_count=390 16503 82759 764 714 48021 890 2163 6683 52118 1205 1538 9805 13 255
internal_value=0 0.00177758 0.0199534 -0.00269617 -0.00414161 0.0324544 0.0580958 -0.016371 -0.0581614 -0.038943 0.00497298 -0.0638086 -0.076431 -0.0161671
internal_weight=0 19671.5 3885.53 15786 15419.4 2890.7 366.623 994.834 728.176 354.872 128.292 226.58 373.304 14.0064
internal_count=223821 158497 24840 133657 130780 17393 2877 7447 65324 12938 2743 10195 52386 268
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=15
num_cat=0
split_feature=134 131 126 188 169 126 119 131 19 106 112 64 180 9
split_gain=231.896 154.053 181.199 240.695 143.576 60.0246 61.6598 54.5295 68.3219 56.3421 36.2054 22.8952 10.582 16.3612
threshold=-0.03077873531526187 -0.53815663601132535 0.88864534502471104 0.60762586026322651 1.7697375158738764 0.92263340250144632 0.21692466066323587 0.25068088092121815 -0.090618785812912647 0.86027537010278754 -0.24618754569542398 0.51619927794074394 68.037483266398951 0.098798598811015687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 12 9 -9 -7 -10 -1 -14
right_child=1 2 3 -5 -6 10 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.072315777515056565 0.00046492275068473138 -0.044357738155790645 0.010118981349722792 -0.016078175390507436 0.063382408842816082 0.2385521365634885 0.086208661319234894 0.026985932451815377 -0.062989132203609147 0.41199466931144918 0.094206735655063448 0.14757363476305324 -0.073578786048947423 0.16140254909621213
leaf_weight=555.22333760396577 193.67338763666339 1331.9640644916799 11728.677307643229 5003.3181349141523 136.34895630180836 21.549968969076872 147.92591999284923 120.69080785755068 177.82103975513019 3.9245420428924254 89.729749583639205 5.3183773308992377 7.3268563849851471 4.9751746021211147
leaf_count=61665 3902 27571 103600 13727 404 63 1175 3425 7995 18 199 8 60 9
internal_value=0 0.000763072 -0.000670469 0.00228532 -0.0343529 0.0583743 0.0375953 -0.0519029 -0.0180082 0.0391111 0.12216 -0.0568744 -0.0702832 0.0214521
internal_weight=0 18653.2 18200.3 16732 1468.31 452.879 341.599 875.28 307.755 124.615 111.28 183.139 567.525 12.302
internal_count=223821 150641 145302 117327 27975 5339 5077 73180 11446 3443 262 8003 61734 69
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=15
num_cat=0
split_feature=77 95 26 126 158 2 13 46 141 82 8 131 190 129
split_gain=113.149 169.84 151.971 156.638 151.855 153.66 162.853 124.266 117.699 81.9381 79.4385 65.8141 94.7209 57.5539
threshold=1.8251209213100958 0.46030788008721163 0.41821706416077703 0.92397652605961089 -0.34626826233998831 -0.28600322604244899 -0.26414740296126188 2.231657631526855 34.19819465441023 0.24987099104835445 -0.21225396472008998 -0.019070145931955971 0.1640859125287025 1.0212563822485337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 10 -7 -1 13 -10 -2 -6 -13 -3
right_child=4 8 3 -5 11 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0019568530269856491 -0.020426799816356221 -0.042196884331662937 0.0072623219793027357 0.080684465224671709 -0.09494091319919698 0.39419513703559206 0.087519100404684011 0.11016061000530038 0.10108991112254578 -0.0017272927820140859 0.076795980177597256 0.079342459509146937 -0.031249116673592165 0.01033850721732002
leaf_weight=17014.831205551862 113.75315429456532 1661.0837158737704 656.2948240225669 521.41043722466566 72.161486312747002 28.624582150951028 43.827711507678032 106.80316248000599 85.090654153376818 869.95173339126632 321.76260786969215 124.40968753118068 205.16256951587275 238.46796905901283
leaf_count=192911 268 10779 4630 1387 431 63 97 953 868 7940 1263 400 1012 819
internal_value=0 0.00148289 0.00502187 0.0397688 0.0375009 0.0738351 0.208681 0.00263182 -0.0212037 0.00743333 0.0514022 -0.00844155 0.0104979 -0.0356016
internal_weight=0 21153.9 18299.3 1177.71 909.702 507.968 72.4523 17121.6 2854.59 955.042 435.516 401.734 329.572 1899.55
internal_count=223821 220287 199881 6017 3534 1691 160 193864 20406 8808 1531 1843 1412 11598
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=15
num_cat=0
split_feature=118 71 82 99 71 151 41 158 91 36 164 98 17 108
split_gain=117.847 109.169 103.959 115.474 128.572 123.138 102.55 66.1839 56.195 50.4772 73.5429 51.2529 49.5308 49.2373
threshold=-0.17056772976468357 -0.10391163506093713 -0.15879289719758596 0.017268873696195244 -0.069109330054116694 -0.099877906486852672 0.19286973259467349 -0.15979881680149402 0.0044180532678488116 5.4652433694152984 -0.12390986889303257 -0.082924847712418107 0.1783024960577875 1.2950761081886437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 -4 -5 12 -8 -1 10 -3 -11 -2 -10
right_child=2 9 3 5 -6 -7 7 -9 13 11 -12 -13 -14 -15
leaf_value=0.23169334154725149 -0.020434594781902665 -0.035114012837258179 0.056261795410741069 -0.01148400877378746 0.010688111328280667 0.0054794567425157023 0.45704140837078883 0.035456521245281737 0.27562935157297708 0.15224512094036741 0.033256286531545429 -0.049115746025638563 -0.065037122004792156 0.01046047841912999
leaf_weight=19.702614585869014 627.69801358366385 433.97268948983401 754.13277012854815 5947.992372275563 3455.7275796583854 15252.210094696376 3.8066104147583237 171.09948418010026 7.8955272482708088 12.820364108309148 246.80020819790661 901.61396420467645 412.65399124938995 61.906400110572577
leaf_count=109 4268 7471 5750 56900 25208 109057 36 1888 105 92 2474 7811 2053 599
internal_value=0 -0.0249145 0.00235764 0.00372416 0.0188519 0.000720136 -0.0262152 0.0446318 0.0825519 -0.0309442 -0.0103278 -0.0462927 -0.0381261 0.0404546
internal_weight=0 1684.71 26625.3 25410.1 4209.86 21200.2 1215.26 174.906 89.5045 1595.21 680.773 914.434 1040.35 69.8019
internal_count=223821 18661 205160 196915 30958 165957 8245 1924 813 17848 9945 7903 6321 704
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=15
num_cat=0
split_feature=116 61 180 154 195 132 132 116 1 195 90 36 14 23
split_gain=352.684 192.386 210.139 297.292 212.419 142.695 151.814 97.4179 68.3365 32.6184 30.7478 21.7406 24.7997 13.5279
threshold=-0.035791654728969717 -0.012516849696188635 37.41834002677377 -0.21687601003957274 0.3039593064970858 0.042178992880393444 0.22537973821705742 0.28410740270026386 0.60719032151497199 0.21187509002582619 -0.068351464941896631 6.7434394517100307 0.26845687785976663 -0.089349073392487086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 11 13 -11 -1 -13 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.075036808745115077 -0.03849047329468077 -0.017355797822893235 0.0095296107073816402 -0.036967507222914968 0.024323358951095695 0.022523426346811041 -0.055419747119392217 0.035313980865401225 0.15123537193945633 0.051064975570247195 -0.047267897934767607 -0.060946535508992761 0.0029937236195547966 -0.054440741405929464
leaf_weight=707.70061844820157 771.54721276904456 2048.690767927561 2153.5709693087265 3804.032165378565 3033.2577886835206 5943.9023163376842 260.86055365367793 232.80831283982843 18.648390218382705 48.319095350103453 93.00940664880909 214.77637904556468 84.534614939009771 3.8597709618043146
leaf_count=76450 4430 14035 12179 39347 20368 37125 1780 1667 84 483 2858 11248 1652 115
internal_value=0 0.000880275 -0.00741702 -0.0201596 0.0075212 0.0135862 0.0192465 -0.0213827 -0.0557367 0.00415793 -0.0136487 -0.0654813 -0.0428878 0.115965
internal_weight=0 18248.7 11039.6 5957.6 5081.95 7209.12 6204.76 1004.36 1170.85 163.837 141.329 1007.01 299.311 22.5082
internal_count=223821 130931 85929 51526 34403 45002 38905 6097 92890 3540 3341 89350 12900 199
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=13 76 107 96 180 116 158 64 145 145 26 74 118 29
split_gain=231.735 153.658 162.432 188.891 161.749 127.395 100.15 83.397 61.2097 55.3716 41.3337 36.9235 33.8737 9.56898
threshold=-0.023279049112118495 -0.18290721319011233 -0.22296412791632103 0.014266658447338208 28.858768406961179 -0.19370762920210485 -0.057405127734693202 -0.013598584839516292 -0.30231291753226025 -0.36313601835326598 -0.15289362747081717 -0.085137935055535879 -0.24505700935780178 0.38527268850376917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 10 7 -7 13 -8 -2 -12 -10 -1
right_child=5 2 4 -5 -6 6 9 -9 12 -11 11 -13 -14 -15
leaf_value=0.090118450730569566 -0.083983960889383133 0.037262264623491533 -0.055146860267326452 -0.028320565604247123 0.01123425533862186 -0.066794926572004407 0.069398432651428005 0.010454423688729408 -0.29478871576136328 -0.050613362427775338 0.055679644366244431 -0.012965468712032541 -0.083521163905577955 0.29557983267417182
leaf_weight=6.4253203198313695 31.559103097068146 537.11465984908864 377.1599361943081 2408.2926180954091 13723.941453329287 177.26786588691175 39.326456881128252 660.36846862104721 7.8917769263498476 1715.0671893898398 262.48737294063903 111.7041771330405 197.94622785132378 3.5023272819817066
leaf_count=38 664 3686 2635 14954 82973 1304 258 7739 18 104103 2375 1810 1248 16
internal_value=0 0.00393599 0.00499744 -0.0163611 0.00945877 -0.0261849 -0.034341 -0.00589375 -0.079924 -0.0479232 0.0259185 0.0351876 -0.0916211 0.162602
internal_weight=0 17262.3 17046.5 2945.41 14101.1 2997.78 2592.03 837.636 215.766 1754.39 405.751 374.192 205.838 9.92765
internal_count=223821 105568 104248 18640 85608 118253 113404 9043 1320 104361 4849 4185 1266 54
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=107 38 115 193 96 87 157 64 64 12 159 96 127 187
split_gain=222.236 197.076 178.989 151.212 261.524 174.353 141.896 292.102 139.699 136.741 108.287 53.7242 52.6155 38.597
threshold=-0.076727364019658365 -0.055684262252210646 1.1716568737023054 0.028560142085737972 0.64047857433940347 0.29054430751879462 -0.077865423869065156 0.1260276748362793 0.59701266291833932 2.5665018130928754 0.58321246598471577 1.316688420139225 0.91469611425749131 0.17595856879198976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 7 -3 10 -8 -1 -10 13 -4
right_child=2 6 12 4 -6 -7 9 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.029652685379119845 -0.049226058096884351 -0.040473791272585768 0.099921737972132441 0.0017804292857385264 -0.051069414539817094 0.059897856771319716 0.06054118863881286 0.015248863843174594 0.074278062069043471 0.0014327030069197729 -0.13455685169577439 -0.052057990662228437 -0.12410786050998407 0.030325542424319979
leaf_weight=1163.1238147750264 1934.1509961190168 1092.0240361439064 92.450294818263501 4404.5934655960882 1189.0948310978711 158.40791337564588 1092.4802871381398 6790.7217290569097 169.68641564622521 609.86313461861573 107.4931563148275 41.989427588880062 20.140610992908478 577.16064970707521
leaf_count=17367 119107 14680 1502 28035 3362 784 4844 21199 556 9166 1625 169 26 1399
internal_value=0 0.00793599 -0.013654 -0.0180331 -0.00945428 -0.0409653 0.0131836 0.00752941 -0.0259973 0.0393656 -0.0385275 0.0492172 0.0351444 0.0399344
internal_weight=0 11067.4 8376 7686.25 5593.69 2092.56 9585.09 7882.75 1482.29 1702.34 1270.62 211.676 689.752 669.611
internal_count=223821 69606 154215 151288 31397 119891 49889 35879 19717 14010 18992 725 2927 2901
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=90 170 59 112 44 98 65 152 19 152 133 91 63 5
split_gain=107.648 106.647 128.209 136.303 123.993 158.825 140.686 94.2829 92.2422 62.0433 76.8496 53.5087 43.2303 162.837
threshold=-0.050171408914292642 -0.063153426023197706 -0.0083003452091470111 0.74292608371135482 -0.035568372911809247 -0.037623784833465353 -0.048010436191745463 -0.33831987013174636 0.093145186137105165 -0.01289818637048765 0.019982370102163759 0.0075027180032457676 0.008195396206977049 -0.12292335379428652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 12 11 -11 -10 13 -1
right_child=1 2 7 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=1.9928993698369011 -0.072859375236969753 -0.024146292235433589 0.042095979550880985 0.023202510974643167 0.18971456852681529 0.034985345602481677 0.011334445535759253 0.0026862518942165486 -0.084140773434109861 0.76394233103494191 -0.047563873190318184 0.097970706557093709 -0.057457045828092079 0.042855757952288277
leaf_weight=0.48174601979553688 205.44896723213606 3400.6999250237131 649.50415064161643 740.33638936164789 70.895189339993522 1032.4129622220062 5840.4550440285821 9287.6904565789737 19.159746271558106 1.1812086403369892 96.772489564493299 102.17585085751489 559.23905456170905 3.8538028209004542
leaf_count=4 4697 41109 3964 3632 1511 10011 41590 98803 925 39 4963 1497 10933 143
internal_value=0 0.00415276 -0.000898269 -0.0156813 0.0140993 0.0449278 0.00847341 0.00526211 -0.0336066 0.021422 -0.037778 0.069214 -0.0550184 0.259536
internal_weight=0 21227.4 14078.2 4141.04 7149.21 1103.31 6045.9 9937.19 782.864 219.289 97.9537 121.336 563.575 4.33555
internal_count=223821 205317 147508 44741 57809 11522 46287 102767 18504 7424 5002 2422 11080 147
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=157 76 81 130 49 187 124 4 157 80 26 35 25 13
split_gain=136.168 110.576 104.328 103.753 70.3406 64.9612 43.2741 41.9635 27.1403 14.2605 19.197 17.4394 10.7555 19.4163
threshold=-0.35214277370302499 -0.32227677501239599 1.4947630869109998 -0.46334958906257623 1.26399286676672 0.053138498056500422 -0.023540618260049991 1.0070885721173413 -0.44008793154397435 1.3188091161221955 0.41821706416077703 3.3603141985452685 0.087195163440377157 -0.16505721794965136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -4 -2 -6 12 11 -11 -10 13 -1
right_child=1 2 5 -5 7 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0079179673243240569 -0.073345372157211319 -0.031209288791875192 0.074107092771163063 0.0028697564151701598 0.45237474244569492 0.011534532254658926 0.22062107247962845 0.055863552285624098 -0.034828624753827572 0.086086837771006189 -0.015967651574448943 0.18806687977165343 -0.071356016548403747 0.56565184487901554
leaf_weight=14.78675145562738 285.88192933425307 925.96514307614416 321.29097119346261 25371.791921916418 3.7273587714880696 343.08440285176039 5.0969152748584738 9.4007327947765571 549.1930417357944 23.587205949239433 84.330335489474237 3.5327511951327315 229.00184386665933 0.61472808802500267
leaf_count=621 1529 9529 1542 190181 51 2098 20 185 11880 254 1151 26 4739 15
internal_value=0 0.0019822 0.00265852 0.00166981 -0.0579806 0.0417945 -0.0681961 0.168442 -0.0374448 -0.026912 0.00633809 -0.033404 -0.0659157 0.0149753
internal_weight=0 27266.2 26962.1 26297.8 304.107 664.375 290.979 13.1281 905.047 660.643 107.918 552.726 244.403 15.4015
internal_count=223821 205135 203350 199710 1785 3640 1549 236 18686 13311 1405 11906 5375 636
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=166 157 154 180 114 25 132 2 166 180 85 129 61 125
split_gain=321.231 173.405 177.523 186.736 113.023 107.779 67.5274 118.096 46.0853 35.6379 27.9929 26.8603 21.7239 18.1028
threshold=-0.10740146894767146 -0.31760649712962558 -0.24442352032073875 37.868139223560917 11.965813597887559 0.018926408429523849 0.12629035609283579 -0.32695522041176767 -0.24150448871572766 29.034136546184744 0.0075646408371009355 1.0191763388538917 0.46617212735793151 -0.3605974138556251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 5 -4 8 -3 7 -6 -1 -10 13 -8 -12 -2
right_child=1 2 3 -5 6 -7 11 -9 9 -11 12 -13 -14 -15
leaf_value=-0.075754493189114369 -0.44110016551936621 -0.13997326399504034 0.0088174400977509716 -0.015695901027060765 0.16495981409618665 0.024246155808404505 -0.050211938799252759 0.0018231310108796231 0.036727573823476876 -0.044609627021472975 -0.014263447532893462 0.01692692623670615 -0.070895318439138211 -0.13589326852522449
leaf_weight=563.74611652735621 2.0907889157533672 40.381219726055861 7177.5934097145218 5480.3042823194992 51.071099470369518 3880.9168802015483 292.71050109178759 338.4100226033479 57.227853727759793 917.6274097901769 91.34282336384058 74.820004449691623 262.08544286875986 27.562496648170054
leaf_count=47869 4 233 57812 53876 155 25324 2772 1708 685 25746 1986 781 4671 199
internal_value=0 0.00242676 0.00396369 -0.00179574 -0.0374318 0.022555 -0.00579838 0.0232146 -0.0529958 -0.0398348 -0.064089 -0.0365441 -0.0562589 -0.157413
internal_weight=0 16962.3 16579.2 12657.9 2295.61 3921.3 757.012 389.481 1538.6 974.855 383.082 367.531 353.428 29.6533
internal_count=223821 144105 137245 111688 79716 25557 5416 1863 74300 26431 6860 3553 6657 203
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=139 151 110 184 117 154 106 32 156 106 187 106 169 110
split_gain=209.613 155.468 137.893 162.376 127.157 111.695 104.702 82.172 25.3474 56.5763 93.4497 20.8328 11.3566 21.1571
threshold=-0.14725751787520622 -0.15990776069109683 0.22546584275028395 0.0044994711653473622 2.0270196460563503 -0.019801800041460059 -0.018787914948127201 0.38212622026795612 2.2451304808213925 1.4768356172544017 -0.022460133767021304 0.11215367839838583 -0.10596114915561515 0.22546584275028395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 11 -11 -1 13 -10
right_child=1 2 4 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.064748256610381111 -0.012579209613903075 -0.011036872670539828 -0.029046310008661282 0.017344301740044598 0.0056425234525426093 0.028567435554035965 0.019525556871968868 0.16302851446930003 -0.038622529767936835 1.8993021803301602 -0.082069487383673395 0.0009496795021054239 -0.071338440842242126 0.25626915497888364
leaf_weight=89.407370899105445 1977.1714960841928 4063.9084901637398 3380.9671306604287 4000.0423444863409 1537.1575556369498 2335.7929488475202 2089.1952521540225 46.351559774018824 14.440091177937576 0.40369246574118733 0.58008622191846271 104.89217384613585 453.70224577316549 2.9259159869980058
leaf_count=2367 11311 47703 24018 35801 11418 15716 12306 224 1966 19 22 2949 57964 37
internal_value=0 0.0012969 -0.00500737 0.00304133 -0.0182043 0.0139886 0.0039154 0.0311838 -0.0557431 -0.0254514 0.730984 -0.0292814 -0.0683007 0.0110624
internal_weight=0 19430.6 12982.1 8063.95 4918.12 6448.51 4066.37 2382.14 666.352 195.283 0.983779 194.3 471.068 17.366
internal_count=223821 158497 118940 83504 35436 39557 23617 15940 65324 5357 41 5316 59967 2003
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=15
num_cat=0
split_feature=118 156 72 157 196 98 151 118 126 109 157 87 21 181
split_gain=208.415 249.092 173.97 220.769 167.652 142.556 129.458 98.2813 74.2891 62.5842 54.8071 50.0922 47.6975 29.0497
threshold=0.86487457214777053 1.5178357897729258 1.0248136159082504 -0.12114269659957284 0.028560142085737879 0.42005036778295873 -0.35185116190021587 3.9876387932542934 0.95704030644907256 0.36009385476607686 -0.087628940704216132 0.01880653695480888 0.049131030904365887 0.59276413546568707
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 8 10 -4 -2 -10 13 -9
right_child=7 4 9 -5 5 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.00039725809623408477 0.016797551255549683 0.074467850201713592 -0.082201352659319618 0.036826050900485609 0.0017782026899651451 -0.034834506194584725 -0.049197214287000191 0.31098965795529432 0.089036969419720891 -0.021509195468427861 0.056961993644922243 -0.025290566459045784 0.06824355075720584 0.10965213315742173
leaf_weight=6788.6219625950325 1053.4300366893876 88.50188540876843 219.69348594732583 2203.6076721160207 3390.2289870908717 1549.5239400500432 1945.7781055106316 13.497558123432102 42.003768927650526 749.66344423685223 501.47918731998652 437.4319763360545 253.80796458641998 15.277568476274608
leaf_count=42017 4516 2866 619 12835 25860 4048 124009 84 241 1914 2953 1059 765 35
internal_value=0 -0.00516199 0.00498548 0.00932438 -0.0196564 -0.00970664 -0.0438171 0.0268161 0.01914 -0.0352644 0.0297511 -0.0152742 0.082077 0.204094
internal_weight=0 16935.6 9961.59 8992.23 6974.03 4939.75 2034.28 2316.93 2034.34 969.357 1554.91 479.436 282.583 28.7751
internal_count=223821 214168 57385 54852 156783 29908 126875 9653 8769 2533 7469 1300 884 119
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=126 97 135 95 124 154 7 142 131 181 169 106 77 170
split_gain=100.164 105.773 181.01 197.865 162.556 150.608 139.978 107.353 27.3891 16.2351 22.8805 13.1571 5.67766 4.41967
threshold=0.99313603977333653 0.27628413062906304 0.45186862216196461 0.51050808222826005 0.67372785529931334 0.084375088589352346 0.86453229481310034 -0.0085245126734516102 0.041212776348974363 0.13765206745737749 -0.15716759897306981 -0.2119515679698204 1.8251209213100958 -0.20950608941422547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -3 -6 11 12 -11 -2 -10 -13
right_child=8 2 3 -5 7 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.011950241824595316 0.1604952909215141 -0.037250065048866757 0.042708923829477413 -0.010174400131880158 0.02271239576134039 -0.0092078817900477557 0.056186483567381068 0.10076676289183398 -0.08889799004110803 0.13476762593381658 -0.049785198445167808 0.08440123680536725 0.088801978596953351 -0.095652362075919539
leaf_weight=10475.001801323611 7.7731724083423615 2119.2568311004434 1031.4338745016139 2252.8290083352476 452.6267914311029 4956.0271900708321 173.45723178749904 288.52943527884781 161.38874185574241 7.705731786787509 52.395571237429976 2.047735720872879 1.8182788491249073 4.0786649675574136
leaf_count=114793 8 9585 4241 16733 1116 71645 1600 603 3054 19 368 9 2 45
internal_value=0 0.00325679 -0.00861869 0.00643379 0.00735205 0.00515483 -0.030181 0.0530987 -0.0620783 -0.0705559 -0.0261232 0.0741213 -0.0869182 -0.0354698
internal_weight=0 21749.2 5576.98 3284.26 16172.2 15431 2292.71 741.156 237.208 223.308 60.1013 13.8996 163.207 6.1264
internal_count=223821 220316 32159 20974 188157 186438 11185 1719 3505 3443 387 62 3056 54
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=15
num_cat=0
split_feature=119 189 186 24 43 115 167 114 63 94 155 111 151 121
split_gain=110.942 110.499 136.591 102.47 98.6116 89.3043 86.1078 56.5664 54.9115 52.6813 35.5577 30.6977 27.6978 22.077
threshold=-0.067679836385967432 29.500000000000004 15.250000000000002 0.010789296645023677 1.0259762234608856 0.63437244322282249 -0.073940275506956255 32.073773716657449 0.41824747220621356 0.014527477801963151 -0.11078183050812702 0.2087776684644703 0.38282329412464577 -0.2342283625854468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 11 6 -3 8 -6 -2 -7 -1 -13 -9
right_child=1 5 3 -5 7 10 -8 13 -10 -11 -12 12 -14 -15
leaf_value=-0.00030584395128817647 0.017761921895247747 -0.0061175753977874376 0.016247421377199592 0.067926596326483901 -0.0017109160147489588 -0.038218195666276419 0.0084899612625367934 0.30477188518858167 -0.061045208739083284 -0.084996839731215051 0.0079303178920118907 -0.050531173028373781 0.0092756102203184875 -0.064745577438801286
leaf_weight=184.39787787292153 79.380840185564011 6009.7012686142698 894.66152913775295 671.76869120402262 5616.7915900582448 735.12590520828962 12283.797580595128 1.6321883462369431 160.42873506247997 134.29369791597128 216.02640254423022 837.19990631844848 85.328720298595726 172.08422526624054
leaf_count=2236 497 52906 7189 4656 45896 10745 77998 14 3157 731 1785 12678 893 2440
internal_value=0 0.00434271 0.0281794 0.0384102 -0.0101471 0.00213785 0.00369116 -0.00504921 -0.00335858 -0.0468216 -0.0277369 -0.0375541 -0.0449994 -0.0612737
internal_weight=0 21024.8 1780.1 1566.43 7057.86 19244.7 18293.5 5950.94 5777.22 213.675 951.152 1106.93 922.529 173.716
internal_count=223821 156507 13073 11845 67314 143434 130904 51507 49053 1228 12530 15807 13571 2454
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=15
num_cat=0
split_feature=67 151 116 196 169 14 133 155 105 12 190 72 173 42
split_gain=306.958 188.116 140.657 168.805 139.196 119.595 92.9604 62.956 42.7211 17.9836 22.7246 15.208 9.24492 20.1436
threshold=-0.02217775212413288 -0.19512568956712312 0.41899293457901832 0.050297221362539619 1.4715295436473312 0.21890443661319992 0.027532118720783143 -0.19494740405238833 8.9642037201988849 3.5548269272931194 0.11764705882352895 0.29667193699226801 0.070690911112729557 -0.11690415892553523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 11 -11 -10 -1 -14
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.074284902515050988 -0.024341885348161393 0.0053837846318871337 0.029834734877115923 -0.026868665288267174 -0.039207640952125471 -0.080676714885693335 0.0044120125731690763 -0.064877578183030346 -0.072918394633821881 -0.0046256476711634261 0.16850051158391552 0.041550714099551814 0.5761797433298218 -0.015826073018523068
leaf_weight=655.99534143169876 928.62189410906285 9668.9863788224757 3038.0869832434691 1950.0642512510531 323.05865455977619 140.1291959839873 1533.5395011638757 652.26493913633749 68.347333955694921 95.948123472044244 8.2322988822124881 13.980373826576395 0.60459008812904258 11.648290723329408
leaf_count=84918 5338 62710 26113 20624 1720 818 8445 7624 2612 1978 206 294 11 410
internal_value=0 0.000448228 0.00518246 -2.92523e-05 0.0231987 -0.0213427 -0.00271211 -0.0410667 -0.0608666 -0.0185491 0.00905472 -0.05348 -0.0726774 0.0133851
internal_weight=0 18234.8 14980.2 11619.1 3361.15 3254.56 1673.67 1580.89 854.756 186.508 104.18 82.3277 668.248 12.2529
internal_count=223821 133392 111167 83334 27833 22225 9263 12962 90429 5090 2184 2906 85339 421
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=15
num_cat=0
split_feature=13 110 108 77 184 173 116 116 158 64 195 108 26 177
split_gain=194.431 139.712 215.809 156.858 149.178 144.901 116.505 104.586 87.7706 71.8486 71.3025 36.6714 41.3411 25.6425
threshold=-0.023279049112118495 0.25329849173471047 1.7669963017232029 -0.19775406380766644 -0.0061411968494121697 -0.068998305916070216 -0.041775559756616926 -0.19370762920210485 -0.057405127734693202 -0.013598584839516292 0.21459582336830788 1.9851767311595288 -0.15289362747081717 0.051683332173657337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 13 -5 -3 -4 11 9 -9 -10 12 -2 -1
right_child=7 2 6 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.12197522357816004 -0.081461836445292757 -0.0037438655041300249 0.056933199402084238 -0.0023827250989628449 0.021926600826909629 -0.039463814725019468 0.0034223691174445239 -0.062828111488670138 -0.1024895771241504 0.0094707823508181077 -0.037854015906123167 -0.10528517987163966 0.040161839278179866 -0.042426202408533148
leaf_weight=90.787341566756368 30.403945927275345 2540.9211462037638 599.60661634802818 4237.8265873743221 6243.6496616716031 2053.4504153160378 1265.8427513076458 173.63967317040078 193.11552480119281 659.56551993684843 1468.5330901307752 21.052819195436314 345.94395614694804 73.189003819134086
leaf_count=250 664 10779 2760 27823 38801 14261 10133 1304 6758 7739 97603 45 4140 761
internal_value=0 0.00353957 -0.00806217 0.0105797 0.012098 -0.0197089 0.0206222 -0.0244946 -0.0320841 -0.00559628 -0.0453659 0.0231515 0.0303363 -0.0864694
internal_weight=0 17105.3 6459.82 10645.5 10481.5 4594.37 1865.45 2892.25 2494.85 833.205 1661.65 397.401 376.348 163.976
internal_count=223821 105568 37933 67635 66624 25040 12893 118253 113404 9043 104361 4849 4804 1011
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=103 157 76 152 72 18 12 118 118 195 152 73 89 125
split_gain=195.73 216.284 308.633 226.188 163.587 155.584 191.561 132.646 108.107 77.9018 66.162 64.4998 67.4321 53.9659
threshold=0.25536496931119695 -0.094217175460885039 -0.013861035673481089 -0.076725834672847812 1.0248136159082504 0.28023537842487511 1.5012310895402565 0.20992256292527886 1.3762837272689155 0.69683908866337807 -0.079080134353935641 0.64170925280292102 0.09386347511400446 -0.28411577696227386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 -4 5 10 -7 -3 9 -1 -2 12 -6 -13
right_child=4 2 3 -5 11 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.032589507073375601 0.055798145299895019 -0.054240899024594703 0.063191441448228136 -0.00098920370379275901 0.030313658139976402 0.023958890828328559 -0.0059791493360172206 0.0026767170414137113 0.030168705896642889 -0.075075328641013656 0.016876889513602635 -0.26218773917485505 -0.11904125197936376 -0.015915178957176285
leaf_weight=2091.1790935794124 947.45367456390522 1037.426244404749 905.73811564291827 1394.607502178289 39.582831602543592 3439.2100349778775 5645.8595698177814 676.41699627309572 229.73367278114893 543.81010527140461 810.26341343368404 8.9620114937424642 127.92525962367654 1243.826031954959
leaf_count=49971 3194 68041 9283 34510 73 12255 21023 14206 1271 3409 3041 23 413 3108
internal_value=0 -0.0146319 0.000347515 0.0242813 0.00644285 0.010623 0.00535408 -0.0317767 -0.0356218 -0.0413577 0.0378564 -0.0254693 -0.0837481 -0.0176769
internal_weight=0 6878.91 4014.19 2300.35 12263.1 10842.8 9085.07 1713.84 2864.72 2634.99 1757.72 1420.3 167.508 1252.79
internal_count=223821 180691 126040 43793 43130 39513 33278 82247 54651 53380 6235 3617 486 3131
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=68 155 145 52 58 2 145 76 97 97 149 61 29 110
split_gain=95.1192 133.172 171.355 124.691 147.787 119.554 103.704 102.987 125.322 119.897 96.9705 84.7374 74.5259 96.0268
threshold=-0.013359159420608261 -0.016656272188155703 -0.22929760637266411 -0.11333425031568782 0.096737841031798208 -0.18797869971669254 -0.41351841027062203 1.2509591992850695 0.17963342603626473 0.74526162493991921 0.2274592176198548 -0.27685803648940605 0.67065621703637579 0.12423753943252004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 12 5 -5 -6 8 -3 -9 -4 -1 13 -2
right_child=3 7 10 4 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.12106509888933817 -0.043866154745589907 0.0034713478631830256 0.057364853984670533 0.0026161796150613488 0.12235330378394477 -0.034659253028813584 0.0023022897918233824 0.055853857023875089 -0.028380116097774594 -0.017977548238850571 -0.0091634401591807104 0.002032129136818574 -0.012711083501064497 0.14800281458978712
leaf_weight=61.461732433177531 33.200264617335051 6434.8926424329402 1436.5674920054153 1298.6962898597121 73.040455074980855 2549.7049340375233 4842.5107649686979 666.37654832191765 1528.7554663750343 328.31775164045393 258.51899311691523 2219.259505270049 78.523445977829397 121.70384980738163
leaf_count=369 308 68838 6106 6925 285 51296 63832 1273 6578 1877 1389 13678 742 325
internal_value=0 0.00790613 0.0231375 -0.00548266 -0.00740392 -0.0220801 0.00408613 0.00114629 -0.00264307 0.0314844 0.0472186 0.00523987 0.0666503 0.10688
internal_weight=0 12934.2 3975.81 8997.38 8763.95 3848.4 4915.55 8958.34 7963.65 994.694 1695.09 2280.72 233.428 154.904
internal_count=223821 100108 21542 123713 122338 58221 64117 78566 75416 3150 7495 14047 1375 633
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=15
num_cat=0
split_feature=74 57 12 19 73 120 88 76 76 91 108 126 91 19
split_gain=100.603 91.9809 115.708 103.013 93.56 82.5916 66.5337 58.0797 88.2222 76.3331 60.4949 55.3075 39.606 35.843
threshold=-0.15779017165561543 4.9805023343744228 2.0339640442180396 -0.090618785812912647 0.0013936612954053311 1.3069705721229221 1.5400592755441453 -0.15945462225952969 -0.32227677501239599 0.0041133380160416995 1.35724578324801 0.87689576888566512 0.012582550134200423 -0.21503915049029299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 6 -4 -5 -3 8 10 -10 -1 -2 13 -9
right_child=1 3 4 5 -6 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.12869649853047227 0.067328083209720585 -0.012637905933234465 0.004611543833032551 0.00082407769339780217 0.035166205575963352 0.021969973031269047 0.082286138892996227 -0.054430486077190969 0.26738425546853484 0.038036607144299961 -0.10405436290976817 -0.01654138107713023 -0.047337273657643092 -0.010385796052945618
leaf_weight=13.299347206950186 83.826485583093017 5989.8578543479089 1723.3702986319549 11779.275605262956 2394.6916019022465 2190.5685731675476 74.761233182158321 214.09279954526573 15.572313918732105 213.11116221081465 69.647592892870307 1267.8583727749065 563.79973919061013 1348.7352442317642
leaf_count=217 905 53076 18523 81757 15566 13724 874 2927 108 1466 248 14747 5871 13812
internal_value=0 0.00255321 0.0140466 -0.000584676 0.0223794 0.0041399 -0.0114677 -0.0187082 0.0216098 0.0536541 -0.0667361 -0.0113401 -0.0246163 -0.0164195
internal_weight=0 25504.2 5469.75 20034.5 4118.06 13969.8 6064.62 2438.26 311.63 228.683 82.9469 1351.68 2126.63 1562.83
internal_count=223821 199172 49741 149431 34089 95481 53950 24649 2039 1574 465 15652 22610 16739
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=67 151 130 61 14 196 21 154 105 9 89 176 18 174
split_gain=276.977 159.732 118.723 119.046 103.865 96.2119 80.1129 73.1472 41.7579 18.015 15.5962 9.08974 20.8103 9.98708
threshold=-0.023689711528310894 -0.19512568956712312 -0.21939632865683048 -0.034262235950082293 0.21890443661319992 -0.021561150158249231 0.023078029190176135 -0.22726776263432988 8.9642037201988849 0.41313932566400829 -0.031639390737543856 0.25440739487882202 0.74193819341698564 0.23091944800594874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -4 -6 -2 11 10 -10 13 -13 -1
right_child=1 2 5 -5 6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.074779507789377364 -0.017555813928010002 0.049190896588263984 0.020572877074829989 0.0096391984386856883 -0.066759100866478752 -0.0048862830733468173 0.0050300833815838161 -0.061041071942603269 0.02567642822163127 0.28491001665977228 -0.040274186961988041 -0.042232745489371351 0.42868063742442147 0.18342978240139043
leaf_weight=596.19093103660271 808.83001137222163 1004.8077355325222 1777.6584825871978 3136.3144551867153 173.44243650091812 8996.7854555601953 1498.2956974105909 741.40023908996955 50.983298754668795 1.9506450428161759 120.8636101273587 4.7915993789210907 1.1669658869504926 1.501714507350697
leaf_count=83485 4586 6901 12064 23662 1017 70070 8273 8606 1218 29 3684 146 25 55
internal_value=0 0.000483628 0.00484525 0.0192361 -0.0197078 -0.000685816 -0.00241803 -0.0383527 -0.0604701 -0.0172779 -0.0207081 -0.0729055 0.0499941 -0.0741308
internal_weight=0 18137.5 14915.6 4141.12 3221.97 10774.4 1671.74 1550.23 777.449 173.798 171.847 603.651 5.95857 597.693
internal_count=223821 135179 112697 30563 22482 82134 9290 13192 88642 4931 4902 83711 171 83540
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=15
num_cat=0
split_feature=157 74 180 88 14 103 110 28 69 28 93 130 195 95
split_gain=191.168 229.522 126.336 142.386 135.211 132.479 119.599 119.814 110.813 62.4546 87.9537 78.6885 45.0595 44.3947
threshold=-0.10757786164878333 -0.13077880472029327 39.935073627844723 0.0099379513987030588 -0.29664862651767104 0.49638018229041775 0.13142199253045786 -0.033622479473936408 0.39250256475858536 -0.04236956972059263 -0.03995076544604708 -0.32982513843210487 2.3317045216907304 0.038676097185928127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 8 7 -3 -4 10 -2 -11 -7 -5
right_child=1 6 5 13 -6 12 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.025020567155266567 0.02658997737986939 -0.044324216093144013 0.022754148508664619 0.047546481008079337 -0.0053663101877503257 -0.018467593610613158 -0.048017490833508689 -0.00035972087708355466 0.089236097862138583 -0.051576205494439614 -0.046444581392235951 0.043427178842789939 0.035592426251615489 -0.058594669862570128
leaf_weight=1927.6286260075867 366.13816265168134 909.15823474724311 3654.9631138923578 42.688951181713492 6092.6719640074298 1037.368016181048 1672.6821911465377 1948.1363755431958 269.18222529254854 97.161895552533679 299.99385180708487 848.90421897580381 181.09845106489956 512.42070927773602
leaf_count=11004 5130 40816 18596 266 31982 10716 23144 55467 1882 3559 3404 8879 1416 7560
internal_value=0 -0.0152486 0.00597857 -0.00145302 0.00193698 0.0183709 -0.0267808 -0.0143487 0.0273146 0.0171547 -0.00630128 0.0336702 -0.0104328 -0.0504322
internal_weight=0 6142.17 13718 8575.41 8020.3 5142.61 4529.98 2857.29 3924.15 1612.2 666.132 946.066 1218.47 555.11
internal_count=223821 140399 83422 50812 42986 32610 119427 96283 20478 20972 8534 12438 12132 7826
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=97 188 126 12 44 187 186 193 127 97 66 87 33 178
split_gain=183.755 140.077 255.587 184.323 155.531 153.659 98.3391 36.6727 35.6587 23.6193 30.4485 25.2595 20.7242 47.6209
threshold=-0.0091928899188945101 0.60762586026322651 0.9038645710677421 0.98856845455618236 -0.14512242098158382 3.0763649463760308 65.250000000000014 0.098412064601639912 0.32692385093849158 -0.027999014657799599 57.634128553921421 0.0069424648191511642 9.0151309519805505 0.20066233597373584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 12 -7 11 -11 -9 13 -1
right_child=1 5 4 -5 -6 8 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.00080236034757372664 0.042594214138005876 -0.011796963547740662 -0.034055079444367163 -0.029075607470089873 0.017144817760628501 0.057972439812673943 -0.047469785374149004 0.37670801625089378 0.0096003686825063932 0.021375843463771901 0.62607150988392668 -0.067722256546283888 -0.070637932080934648 0.88754386054655299
leaf_weight=26.220492661697794 415.94426899915561 3673.6531975576654 633.34073468646966 2614.0012436768739 9386.4048495747847 308.66852781921625 978.63263968285173 1.309722383506595 301.01529721543193 78.407753483392298 0.84164483100175758 54.242251830874011 483.58407281909604 0.61765295686200161
leaf_count=1387 2105 10642 4044 48081 72326 917 2632 95 686 1901 8 1911 77066 20
internal_value=0 0.000658792 0.00621263 -0.0192369 0.0139085 -0.0131147 -0.0193009 -0.0536392 0.03409 -0.00724817 0.0277978 -0.0572441 -0.065891 0.019642
internal_weight=0 18311.7 13049.7 3029.95 10019.7 5261.97 4652.29 645.224 609.684 134.801 79.2494 55.552 510.422 26.8381
internal_count=223821 141433 126556 50186 76370 14877 13274 82388 1603 3915 1909 2006 78473 1407
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=15
num_cat=0
split_feature=90 55 15 102 151 96 124 76 19 56 4 189 193 63
split_gain=94.3126 95.1698 101.318 137.853 104.466 93.5433 136.679 81.9773 80.8092 57.0541 61.6457 39.4627 33.2274 26.8442
threshold=-0.050171408914292642 -0.1898866027024165 1.8402749760220085 0.164061720497648 -0.4984425617537262 -0.028206575865604367 0.44312387190819019 -0.042460224791410033 0.11056114143622578 -0.063172061344623678 -0.059235939245964028 40.500000000000007 0.026053191362053772 0.008195396206977049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 -10 -11 13 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.14152409054465556 0.49920382684459297 0.028905206764483188 0.062928443376516749 0.0028911495397576986 -0.0098520284324898535 -0.031157915288606869 0.094421100443443845 -0.08493070146945321 -0.083821517618483402 0.13257628866367377 0.0031416636349168472 0.091541176336471158 -0.059016847709159548 -0.064141853759233758
leaf_weight=6.4301323813851914 8.3649141220375878 2466.3872374467319 203.51537244324572 11701.963289014995 6372.6556190156844 143.73571323161013 218.30156505433843 3.3706121984869233 41.008884383947589 56.450536774471402 105.68381904403213 33.072343920823187 26.327456895960495 487.19850639486685
leaf_count=150 47 33364 755 88009 80069 2521 448 104 2516 861 3714 431 398 10434
internal_value=0 0.00355948 0.00265838 0.0074196 -0.00759966 0.0535708 0.0445638 0.331432 -0.0323835 0.0215542 0.0482071 -0.0521964 0.0248101 -0.0614628
internal_weight=0 21118.3 20744.5 14168.4 6576.17 373.773 362.037 11.7355 756.172 203.143 162.134 553.028 59.3998 493.629
internal_count=223821 205317 202197 121373 80824 3120 2969 151 18504 7091 4575 11413 829 10584
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=151 140 189 13 15 27 132 96 19 151 195 99 195 132
split_gain=97.4815 190.793 164.592 80.2944 92.7845 81.7323 102.817 81.6048 75.5959 75.2507 68.5938 58.8588 57.6733 109.104
threshold=-0.05772251565279115 -0.095340491166779534 32.500000000000007 0.43455317565811896 1.7530171665732437 -0.030708920562911923 0.20769099534353908 0.39051239743368954 0.24805709342392265 -0.36066159108940804 0.367961175351527 0.019143166956845693 0.20900306975136426 0.054954617268452029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 9 4 10 6 -5 -6 -4 -3 -2 -7 -1 -14
right_child=3 2 8 5 7 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.035107122167776721 -0.0047671684685634437 -0.052151252024099252 -0.03428736597321605 -0.026166309056031518 0.016037180728907554 0.036305674659059463 0.15589539209277201 0.063632540232554949 0.0010207493687235014 0.025419182358048388 0.011230942980962626 -0.0090360356022664429 0.043838226758630999 0.0030570817339447944
leaf_weight=286.4209854491055 5494.97780516278 144.26784975361079 3657.3179492708296 1807.1144651276991 3875.9086785553955 509.56332811899483 31.56071706302464 397.14744963403791 726.90787161840126 939.30332867847756 5231.79479064513 653.41553339269012 822.76985948020592 3237.0899091204628
leaf_count=1368 39409 1693 45396 13699 28476 4306 281 2088 5415 10069 38635 5217 5290 22479
internal_value=0 -0.00737673 -0.0198078 0.00501198 0.0079996 -0.00991773 -0.0230412 0.0204608 -0.0284333 0.0150914 0.00303563 0.0108306 0.0082621 0.0113218
internal_weight=0 9814.08 5467.8 18001.5 14999.8 3001.65 1838.68 4273.06 4384.23 1083.57 10726.8 1162.98 4346.28 4059.86
internal_count=223821 91710 62573 132111 108608 23503 13980 30564 50811 11762 78044 9523 29137 27769
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=115 136 132 116 179 111 195 159 124 176 58 166 48 115
split_gain=263.664 160.82 147.359 140.348 169.584 152.184 117.164 102.083 71.6361 50.9349 29.7753 24.3144 31.906 14.5938
threshold=-0.026505293501427159 -0.046662530884711957 0.23193545558086051 0.36300019912827924 1.5217019985974198 0.23471574729371167 0.32018038629346435 0.15375684387909935 -0.18465168162997872 0.079213254347503106 -0.040078927002540538 0.49855885889506951 10.05857717429207 -0.060235610779891223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 9 -1 -11 13 -13 -10
right_child=1 3 6 4 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.048482545747130269 -0.015239735774939533 -0.0058546634232666626 -0.20835890513273558 0.016617167026201574 -0.042922585674056761 -0.040427604864406261 0.00017676545544882555 0.02712604867319969 -0.07661204007076082 -0.056647108238873367 0.076947182253152072 -0.053822005146834412 0.15412158501612538 -0.048373693037421138
leaf_weight=101.63112635666039 675.23421305860393 7180.0644985858817 50.789396469830535 4058.2838376408909 542.30396123649552 1547.6269345644396 57.381237529451028 3606.5781230104621 533.22333476715721 20.765655423514545 84.861648053396493 20.183464600238953 11.630716160871087 278.65898990933783
leaf_count=2674 4706 39654 339 30946 2962 26167 446 20354 75045 161 265 1628 129 18345
internal_value=0 0.000932706 0.017533 -0.00453499 0.00959879 -0.0119853 -0.0977371 0.020445 -0.0506193 0.00205644 0.0506834 -0.0635594 0.0221986 -0.0669199
internal_weight=0 17718.3 4389.98 13328.3 4600.59 8727.69 108.171 4281.81 1050.95 207.258 105.627 843.697 31.8142 811.882
internal_count=223821 125574 25845 99729 33908 65821 785 25060 98247 3100 426 95147 1757 93390
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=157 114 189 160 64 131 145 131 115 131 13 189 191 160
split_gain=181.645 143.976 154.619 153.468 129.966 110.112 85.9444 76.216 41.7153 33.4865 36.8108 14.7772 21.6418 10.3946
threshold=0.11161280896467234 4.1562709340172272 28.500000000000004 -0.41015581379755178 -0.015774872733239829 -0.26133112097139205 -0.38618905287493965 0.60775227509716745 0.044420290897093151 0.12617977439162856 0.23214803041822099 107.50000000000001 3.5555555555555558 -0.41015581379755178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 10 -2 -10 -13 -11
right_child=8 2 4 -5 -6 7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.27808025501742062 0.0025642285316072339 0.099453910716110414 -0.021420387927062041 -0.066301294444728862 0.0039182703951504885 0.030431499856283108 -0.037453511143690568 -0.030362722491515722 -0.072213053043471351 0.10427931789481137 -0.070478678714827145 0.54643918102616906 -0.081577930032593615 -0.066972715166221081
leaf_weight=17.486546371132135 344.31582121539395 61.832196574658155 2406.1634039423661 578.09222875023261 12753.003790484508 2641.6998172441963 98.195325436536223 223.67612533597276 346.39381716924254 3.6173692867159835 86.285439128288999 0.95376528799533788 1.2920744046568868 175.57508176588453
leaf_count=40 13777 531 17598 4374 91542 19194 392 860 46603 20 20136 19 27 8708
internal_value=0 0.00166713 -0.0021362 -0.0502853 -0.000103649 0.0218241 -0.0738268 0.0256858 -0.0429642 -0.0271894 -0.0120724 -0.0705553 0.185129 -0.0635156
internal_weight=0 18780.1 15799.1 639.924 15159.2 2981.06 115.682 2865.38 958.433 609.794 430.601 348.64 2.24584 179.192
internal_count=223821 134531 114045 4905 109140 20486 432 20054 89290 42641 33913 46649 46 8728
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=64 130 72 12 151 111 79 107 130 25 46 128 164 184
split_gain=163.821 158.724 134.674 144.831 83.7465 134.65 111.799 66.8167 37.7188 48.6099 41.2802 34.9223 21.5841 15.4358
threshold=-0.011325563619644144 -0.49205658326346352 1.1032084393894241 1.3895774741248155 -0.13655933476439641 0.016034458613183391 0.23438994457517778 0.098008955429925437 0.13412619340839901 0.20899838214207025 6.4576384137480458 -0.060027394631023523 -0.082202362221497238 0.56192990308700186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 10 11 13 -10 -11 -1
right_child=1 2 7 -5 6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=-0.071249347649078365 0.53404560656875677 0.016997305618642652 -0.02097213564472835 -0.0041664966356110321 -0.039039458596649645 0.091970019560551369 0.089084158894712953 -0.078979976407047375 0.59209122385024204 0.15254430037353167 1.3230758941783121 -0.036429430013082867 -0.10144825050578832 0.040391008504332901
leaf_weight=423.03352289553732 7.1526231882162383 4428.8654227333609 1061.0016560023651 11980.254795016372 142.11160386702977 187.58027224801481 130.77988064475358 244.28826100192964 0.88809051318094034 21.590383706614379 0.21343432553112407 193.09122041729279 3.9592961720190933 12.758272288832812
leaf_count=63391 89 21310 2808 110206 4139 1773 634 546 28 120 6 18533 90 148
internal_value=0 0.000604541 -0.000913508 0.00154567 0.0581108 0.108208 0.0223622 -0.0318284 -0.0502791 -0.0164741 -0.0673 -0.0335519 0.113184 -0.067981
internal_weight=0 18182 17714.4 16409.1 467.624 194.733 272.891 1305.29 655.534 219.529 436.005 193.979 25.5497 435.792
internal_count=223821 141505 134870 131516 6635 1862 4773 3354 82316 18771 63545 18561 210 63539
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=15
num_cat=0
split_feature=166 188 76 154 55 77 171 43 117 180 104 181 112 104
split_gain=93.7187 115.073 91.0378 109.744 96.9169 91.5727 90.831 98.1027 64.0835 49.0721 46.1867 78.7029 62.2495 42.8813
threshold=0.2203676166694295 1.4777026245808773 -0.28990006984459732 -0.2512500234394997 2.4051597668894411 1.8251209213100958 0.78479771181019575 12.965422705108258 0.49170872322854869 10.276439089692103 0.87233573990408309 1.2435015390664776 -0.33182829179954226 -0.27390314178580205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -4 7 -2 -6 -8 12 -12 -3 -5
right_child=1 10 4 13 8 -7 9 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.064895392713927871 -0.0025839314077272173 0.27584029894343187 0.0015016680713155798 0.39214502658330008 -0.050290077242661317 0.035364482247680677 0.45728629380936781 1.0603334293229416 0.11817272838304474 -0.05934727216767513 0.22619565438225148 0.034540902324633402 -0.0075028633111227788 0.13412292759368469
leaf_weight=30.95808033645153 432.02313490747474 8.014920784160493 19220.15905049548 7.0740006449632338 28.054677214007825 833.20164379430935 1.8430941081605841 0.87007315806113084 115.72910763695836 741.62922452273779 27.376053290441632 98.591303138062358 237.9252867163159 71.98225979693234
leaf_count=669 15505 50 166533 15 196 2616 118 10 561 34375 95 789 1718 571
internal_value=0 -0.0215344 0.00398936 0.0947101 0.00349521 0.00290864 -0.0368632 -0.000447571 0.0853028 -0.0580665 0.0269516 0.0761926 0.00173098 0.157211
internal_weight=0 1548.27 20307.2 110.014 20197.1 20053.4 1176.37 432.893 143.784 743.472 371.908 125.967 245.94 79.0563
internal_count=223821 52660 171161 1255 169906 169149 50008 15515 757 34493 2652 884 1768 586
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=157 74 38 170 74 34 196 97 34 145 158 194 184 16
split_gain=114.813 91.1991 98.8265 105.525 66.7636 52.8253 45.8407 40.8417 25.6281 30.5128 22.9266 17.8225 12.3393 0.515352
threshold=-0.38339307070233902 -0.13942365370885901 -0.078625654211096643 -0.14071287855471462 0.55251937694399733 0.14318424856707143 -0.010019705183230187 -0.087495790725560699 1.3548307825793653 0.0086371748465182158 -0.30986686005415626 -0.047839570816864942 -0.055040111448842265 -0.14685483353524806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 10 -10 11 -1 -12 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.27373793197743301 -0.0048375626125992614 0.026416034162100741 -0.032391396404847082 0.0034941816966007505 0.1227936612418612 -0.04230658061049853 -0.036542820664307557 0.011819030737432823 0.43227419310880921 0.00083521628635906087 0.33933234384258976 -0.05162916165528162 0.03193591977569147 -0.086067291707784516
leaf_weight=1.6889001298695792 728.0779317128472 972.49983722064644 850.78176499065012 22240.475390052889 77.612890688702464 165.80770662613213 1220.4300550541375 875.70244891196489 2.4616094636730841 1.1675233338028195 1.3870191215537513 529.97941549797542 22.314162716269493 1.6422991342842577
leaf_count=104 8124 11508 9622 160901 508 1099 13075 6509 24 16 29 12042 233 27
internal_value=0 0.00149603 0.00353643 0.002172 0.0335392 -0.0149781 -0.0246959 0.00320227 -0.0442227 0.175231 -0.0463057 -0.0505956 0.0499251 -0.049958
internal_weight=0 27131.4 24141.4 23091.3 1050.11 2990.02 1948.51 1041.51 560.641 5.27143 555.369 531.668 23.7012 2.80982
internal_count=223821 211346 182539 170523 12016 28807 21199 7608 12475 67 12408 12146 262 43
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=115 12 126 98 126 14 154 139 124 29 13 5 160 37
split_gain=237.982 151.197 106.7 109.135 96.3483 59.934 56.3087 49.2583 49.9631 26.8924 22.4508 19.2595 15.7601 21.7368
threshold=-0.042320876465374455 1.8363558195679062 0.9079952361866187 -0.096495570766696334 0.79181280032510304 0.040489607950678581 -0.21338438551025504 -0.15945206886585175 -0.30098872211443167 -0.081263212068278565 -0.0038533509077131461 -0.042442395244493551 0.53955019155442618 21.008634835682368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 11 -10 -7 -1 -9 -14
right_child=1 2 3 -5 -6 10 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.27018084110990265 -0.011849248556749034 -0.078416543595743154 0.057970763564351158 -0.0075593068189717498 0.012023394470775014 0.071333516712585532 -0.057249131873812746 -0.071143272005916969 0.0081070823679695678 -0.078853870692470421 -0.0037707863279093676 0.059885600204990758 -0.076447986810083801 0.15931316414413613
leaf_weight=4.9031609375961116 440.59099998907186 119.42611661134288 263.08257788512856 7481.004620349966 8619.9541407251963 61.886419913033023 719.02745038550347 602.96355709398631 66.196492770104669 76.841995443333872 111.53433304722421 38.952803859487176 8.6562163492199016 7.133313381811603
leaf_count=59 3341 1161 1309 49221 57380 426 20919 82800 1621 3999 658 134 738 55
internal_value=0 0.000594148 0.00321389 -0.00533312 0.0107875 -0.0317998 -0.0399997 -0.0549711 -0.00997984 -0.0386094 0.0230307 0.0833969 -0.0685607 0.030063
internal_weight=0 17816.5 16483.5 7744.09 8739.38 1333.04 1159.62 805.648 186.894 143.038 173.421 43.856 618.753 15.7895
internal_count=223821 134415 109071 50530 58541 25344 24260 89406 5813 5620 1084 193 83593 793
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=157 114 74 28 0 47 108 53 33 92 91 76 103 20
split_gain=159.778 127.085 141.073 156.278 91.6341 61.3643 52.9834 30.845 29.3807 24.4403 25.3048 14.7328 12.2959 9.47799
threshold=0.15369235701390163 3.7711402807412058 -0.30782940931270492 -0.04236956972059263 0.67043730396413059 -0.017388060121418834 1.5292695639400578 -0.023513794432783754 83.795693012334425 -0.12250169477330779 0.004718719578926822 2.0791105706502928 -0.14285754722565977 -0.067167875220029413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 6 -6 -1 9 -3 13 -11 12 -9 -2
right_child=7 2 3 -5 5 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.10739973910420104 0.034390643768676482 0.083232473612601346 -0.029054632826581078 0.00087324678738470534 0.01790217309851742 0.057591977135804523 -0.12038863401663345 -0.030417397669271092 -0.0231314206021545 0.042915011237706711 -0.041234249434678016 0.69839361535672195 -0.06749907141854182 0.34552536988669735
leaf_weight=12.217783875763415 1.5716122239828108 232.39385953173041 1977.9665291492129 14801.557942455285 1251.4423444021959 565.6053594549885 62.174176707863808 113.79348316439427 29.237352044321597 50.350563721323851 123.11576806567609 0.25657358951866527 417.5069964696886 2.5968935459386548
leaf_count=104 7 1677 16831 110583 10053 3667 129 9934 178 2673 9372 13 58553 47
internal_value=0 0.00121102 -0.00151852 -0.00265464 0.0258031 0.0302567 -0.0829777 -0.0471352 0.0713463 -0.0110589 -0.016809 -0.0591911 -0.059557 0.228221
internal_weight=0 18932.6 17041.2 16779.5 1891.44 1817.05 74.392 709.192 261.631 177.635 173.466 531.557 531.3 4.16851
internal_count=223821 143222 129269 127414 13953 13720 233 80599 1855 12099 12045 68500 68487 54
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=15
num_cat=0
split_feature=118 161 178 195 63 192 118 126 118 139 36 109 190 8
split_gain=174.074 166.573 186.505 211.973 177.777 207.913 206.493 135.055 82.4099 73.7865 68.6754 55.4761 38.4159 29.5667
threshold=0.86487457214777053 0.037395531155614427 -0.0018364043937188605 0.22162928980237653 0.41824747220621356 36.121891717822614 -0.0070466639212535464 0.90828699583620776 3.9876387932542934 0.368807848186331 32.858295322352554 0.7916965366782287 0.031658092599921535 0.037236183020240475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 10 -2 -11 -10 -14
right_child=8 4 7 -5 5 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.061050081392592027 0.045886079185292528 -0.057328135771306403 -0.018369227591816098 -0.012165664948059568 0.053702495821076682 -0.024295462448518729 -0.013000403011683537 0.030513781493047672 0.21489109616951235 -0.024023289373922882 -0.0032647422151037366 0.048851988675675841 -0.0092526760463962892 0.081725939269565784
leaf_weight=424.95662903727498 950.47129220550414 1449.5591552885016 695.69872847036459 5691.5574471212458 693.65652188658714 673.65759057551622 3820.9064471735619 3012.7952089714818 18.676341391168535 528.31144864798989 405.58026827056892 130.20287458598614 43.025518031092361 210.4074983606115
leaf_count=5960 4845 44947 13647 80334 5585 2517 42552 18626 122 2265 1332 327 178 584
internal_value=0 -0.00461861 0.0036493 -0.00707886 -0.0168565 0.0152739 -0.0251921 0.0213435 0.0248261 0.0178491 0.0311856 -0.00961423 0.0764804 0.0662804
internal_weight=0 16462.8 9825.01 6116.51 6637.78 1367.31 5270.47 3708.49 2286.68 2014.57 1356.05 658.514 272.109 253.433
internal_count=223821 214168 118567 86294 95601 8102 87499 32273 9653 8769 6177 2592 884 762
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=15
num_cat=0
split_feature=89 28 92 28 137 180 155 83 196 16 26 138 129 65
split_gain=91.7911 96.6336 168.591 162.862 110.016 81.8027 61.5868 58.7268 54.9946 66.5773 35.7455 52.0207 25.4878 18.4994
threshold=-0.060289125151995381 -0.087372412885116643 -0.024461691885640676 -0.044152579827217639 0.0039527606061639962 41.716867469879524 0.064617077701789774 -0.0081330365377129468 0.027259891831225801 -0.2717174448436232 -0.12527953937107064 0.55121616055024891 1.0226273807136457 -0.13850054659321778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 10 7 -2 9 -7 11 -1 -10 -12
right_child=1 2 4 -5 -6 8 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.029646936090001425 -0.056353139001299749 0.081869940846660091 -0.010884181610794796 0.0087156387767731696 0.0063183143731260901 0.6347132289876628 -0.082350057783896369 0.021140938205713524 -0.07071954991495083 0.062773864332404922 0.10620680990492866 0.2950705631326247 0.22959323056546396 -0.084221838947117683
leaf_weight=115.97772962320596 178.7990607151296 529.82425070751924 5006.2559838353191 715.04258954594843 14443.708296622266 2.0855345018208018 197.68604568007868 215.84253352659289 49.141376729821786 84.479215190047398 5.1966995580587527 5.1528109796345225 2.9985270723700514 278.33020768698771
leaf_count=5168 6204 8781 74791 9041 98405 50 8149 4361 800 1268 202 42 9 6550
internal_value=0 0.0030341 0.00417397 0.0398506 0.00189054 -0.0385885 -0.0367908 -0.0139691 0.0276846 0.0765531 -0.0613049 -0.0158337 -0.0534488 -0.0807315
internal_weight=0 21287.2 20694.8 1244.87 19450 543.362 592.328 394.642 138.705 86.5647 404.657 121.131 52.1399 283.527
internal_count=223821 209732 191018 17822 173196 14089 18714 10565 2127 1318 11962 5210 809 6752
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=118 101 129 161 28 180 96 176 82 133 91 151 180 124
split_gain=88.3504 84.9171 87.6425 78.5463 172.082 112.578 112.326 111.781 110.343 73.62 43.4584 41.0369 46.1294 18.7019
threshold=-0.17056772976468357 -0.17107235991022657 1.014425023249611 -0.03501292823147642 -0.038171810303436429 31.02878179384204 -0.026315593718410184 0.38245162417534156 -0.14403326408432091 0.23167598250984989 0.0045380550694772157 -0.038321993623577681 32.906961178045528 -0.50801988931205044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 9 -8 -2 -5 -4 13 -13 -3
right_child=3 11 10 6 5 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.72293105518026513 -0.032080998678797039 0.16976840273974914 0.17817817663093216 -0.023158789387778458 0.033409898373607382 -0.016266077319042449 0.01391619043638477 -0.006974030432218648 0.024934870894176127 0.092139684169675329 0.0076508268525314858 -0.066216418602739108 -0.0042381976714329205 -0.048721670091773056
leaf_weight=2.0999874286353579 397.93013772089034 3.9431498106569043 22.863062070682645 1526.7600725088269 488.81371030351147 6838.4803692069836 11059.853805488907 3333.4382043327205 2308.9761623702943 57.46385670825839 43.150200578384101 142.06822698679753 776.18749375501648 604.93177959532477
leaf_count=30 2757 97 109 11491 4940 62453 74054 29402 19597 466 382 939 7923 9181
internal_value=0 -0.022303 0.0869431 0.0019416 -0.00499253 -0.0129521 0.00629637 0.00907809 0.0165532 -0.0189766 0.0667113 -0.0271756 -0.0138272 -0.0473067
internal_weight=0 1595.24 68.1133 26011.7 10034.2 7327.29 15977.5 14393.3 2706.91 1584.22 66.0133 1527.13 918.256 608.875
internal_count=223821 18661 521 205160 89747 67393 115413 103456 22354 11957 491 18140 8862 9278
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=116 195 180 106 166 193 195 174 139 112 79 51 175 63
split_gain=220.832 141.493 252.585 189.909 147.28 125.999 106.04 77.3656 65.9862 40.0639 35.2815 23.9589 19.5819 13.5329
threshold=-0.035791654728969717 0.31079811995949053 37.554886211512731 -0.044555422421945996 -0.040462258174430089 -0.021200207589899763 0.1432331000577311 0.023527411836354279 -0.15945206886585175 -0.26901019799001241 -0.052809631245504467 590.90552833880361 0.77938406462890775 0.027444273941468044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 12 -11 -10 -1 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.068241117820042649 -0.041864801489552329 -0.013793057329327538 -0.046973974893663811 0.0011160173042952764 0.031177632654501637 0.081866066723681297 -0.022038575522471144 0.026048306212404809 -0.068044636667689049 -0.080660998252440802 0.011096447273686099 0.18584522778123083 0.079828859493834878 -0.03758328812131545
leaf_weight=10.463241877965627 198.1293092018459 876.27247228333727 963.18797599745449 5569.4692827604013 4311.3700902481796 100.43295225023758 4457.1103358422406 1093.68424375006 664.16718521888833 77.717231930000708 90.938746879692189 5.804002764169125 61.007312257774174 5.0868397003505379
leaf_count=96 2235 7934 20036 36175 26622 672 31794 5463 86206 2896 3352 33 248 59
internal_value=0 0.000767821 0.00710756 -0.00597447 0.0235814 -0.011935 -0.0197489 0.0156323 -0.0496174 -0.00459563 -0.0311857 -0.0656322 0.0581515 0.0814874
internal_weight=0 17569.7 11720.3 6532.66 5187.64 5849.36 4557.54 1291.81 915.185 240.127 168.656 675.058 71.4706 10.8908
internal_count=223821 130931 90767 56211 34556 40164 32466 7698 92890 6592 6248 86298 344 92
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=15
num_cat=0
split_feature=116 5 193 23 5 145 64 108 168 116 72 172 168 85
split_gain=147.393 229.357 130.184 148.377 106.395 106.082 91.122 82.0629 81.3456 80.8091 76.9738 59.6984 50.5723 29.1595
threshold=0.089168273260347722 0.12068071382308289 0.047540075979979689 0.081617647801630708 1.667540929322415 -0.17989670048967438 0.16447089653797684 2.0502160226948054 11.30392523501097 1.1829031100316105 0.058234438547074184 16.485967473269334 48.86340534684787 0.11131924880895157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -3 -2 -4 11 -7 -6 -8 -11
right_child=4 6 8 -5 9 10 12 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0022923907940771483 -0.0051014060809761036 0.050946990804213201 0.010408275662776021 -0.02550320724091204 0.053837956244124234 0.11765025340390761 0.13437466908997875 0.10617035832318156 0.049153426180398224 0.030247094489495054 -0.038295145694135141 0.2073220194896718 0.32508914850284748 -0.049637619859174448
leaf_weight=7986.8355012517422 941.31526567903347 218.38243532984052 4425.1150867656106 2528.5064941141754 155.38527448568493 32.100233961595222 85.496403694618493 71.29945128550753 617.48936501366552 81.643844651523978 2265.509623326594 30.280064804013819 16.604559509083629 103.76965910382569
leaf_count=94475 3814 1596 26146 14816 1214 154 444 329 3818 1512 73864 377 97 1165
internal_value=0 0.00366824 0.00194328 -0.00439131 -0.0185401 -0.0242321 0.0874068 0.00273338 0.0151528 0.0322356 -0.0361164 0.0788696 0.16539 -0.0144617
internal_weight=0 15878.4 15557.9 10515.3 3681.3 3310.22 320.483 1012.61 5042.6 371.079 2297.61 185.665 102.101 185.414
internal_count=223821 141392 139255 109291 82429 78161 2137 4143 29964 4268 74018 1591 541 2677
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=107 19 94 108 193 94 13 38 127 160 129 103 193 127
split_gain=153.726 169.408 175.94 147.461 197.84 151.94 140.199 102.651 97.7152 86.4268 77.0954 75.2342 49.7809 28.8232
threshold=-0.098600848494756824 1.0000000180025095e-35 0.014128526391625052 1.8152720299971936 0.028560142085737972 0.19904122941590077 -0.16245737923006198 -0.059000628601968537 -0.45645561633010151 -0.29711221675942784 1.0169394059538384 1.2154912039433345 -0.016608777276567007 -0.45645561633010151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 -2 -4 12 -6 -9 -5 -12 -3 -1
right_child=3 7 6 10 8 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.098430012726121605 -0.040217103649948786 -0.12275001636842711 0.013454143180079911 0.04652840943087605 0.062725927112937133 0.060410048161325093 0.050046133300701616 0.049035563594619212 0.0011062647533495423 -0.0038867567431243293 -0.064008065763450347 0.011121224835796166 -0.031937601401713298 -0.041700996429712291
leaf_weight=15.160193104762582 1886.399617960793 66.36820929730311 2914.3321650585858 85.472554737585597 270.25277393241413 163.01961341872811 1634.1946018766612 336.36703604797367 5390.0688818937633 3735.7140796098392 859.33312832564116 157.7596610635519 667.14246548491064 461.69181037694216
leaf_count=168 125538 1846 10246 824 1640 981 5750 1993 32156 19660 3326 320 7087 12286
internal_value=0 0.00770572 0.0205426 -0.0104826 -0.00559069 -0.0322128 0.0266009 -0.00571823 0.0040483 0.000484798 -0.0446893 -0.0523549 -0.0401543 -0.0372459
internal_weight=0 9830.97 5025.38 8812.31 7709.74 2049.42 4548.53 4805.59 5660.32 4072.08 1102.57 1017.09 733.511 476.852
internal_count=223821 59036 28450 164785 160315 126519 15996 30586 33796 21653 4470 3646 8933 12454
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=14
num_cat=0
split_feature=122 118 126 126 197 73 155 157 95 71 74 102 99
split_gain=89.668 87.4389 105.315 106.717 105.69 59.0147 56.0169 48.8484 48.3393 67.953 47.7778 46.8133 1.96234
threshold=-0.41580495332593809 0.50633893607862623 0.92397652605961089 0.99313603977333653 -0.020135256306866935 0.90699536283879933 -0.41615761887494224 -0.17112522314508349 -0.004111152862283648 0.080370319869279991 -0.11179248738251048 0.1196220220305033 0.62548682062784988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 8 7 -3 11 -10 -8 -1 -7
right_child=1 6 3 -5 -6 12 10 -9 9 -11 -12 -13 -14
leaf_value=0.29098626596565041 -0.031276292337252064 0.14669072290318427 0.01320694783206755 -0.061168832463230162 0.00039711914130930657 -0.10014234297063949 0.02154092156269579 -0.08813718044317953 0.36077653397573262 0.089724428221653774 -0.021377372347682042 -0.085945142436682415 -0.03946280241607799
leaf_weight=3.8060954920947578 1199.8903910893714 37.322115192655474 8684.4892557330895 197.30055764969438 8636.5413605186623 16.405072931200269 289.12979247933254 11.615133646875618 9.8521281871944648 151.12896612845361 2521.1306203472195 24.533020563423634 7.8941157944500437
leaf_count=21 23521 120 59449 3266 114844 39 3413 265 48 272 18041 496 26
internal_value=0 0.00117311 0.00366106 0.0115548 -0.00346654 0.0662816 -0.0151147 0.0909549 0.0851119 0.106313 -0.0169618 -0.0353212 -0.0804293
internal_weight=0 21577.4 18718.2 8881.79 9836.43 213.619 2859.2 48.9372 189.32 160.981 2810.26 28.3391 24.2992
internal_count=223821 222919 201080 62715 138365 902 21839 385 837 320 21454 517 65
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=14
num_cat=0
split_feature=166 142 170 13 28 96 195 174 158 126 16 84 80
split_gain=87.9454 77.5031 100.871 84.9028 80.9237 111.225 74.3637 40.0133 29.0118 21.8902 75.1272 16.622 11.7536
threshold=-0.33559250783178579 -0.060535341961149715 -0.14071287855471462 -0.27089868443033233 -0.075974166862524575 -0.026315593718410184 0.43989775000682324 0.13264599154782666 0.14871460302986414 0.98669595091519258 -0.20736924523824987 0.060214273150427648 -0.040697564610747236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 9 11 -11 -1 -10
right_child=1 2 3 -5 5 -7 -8 -9 12 10 -12 -13 -14
leaf_value=-0.031355214791715609 0.091436223416841433 -0.052999058471350224 -0.02111753795458993 0.0028144967204636199 -0.098931290213522677 0.020354683091897318 0.010798471352012185 -0.09694391155107461 0.001714903151058905 0.48323242591661464 -0.014080038383629071 -0.067692076655776631 0.22688926810490756
leaf_weight=476.93041815864854 195.03536759270355 599.61900782352313 1586.4367082570679 22602.751562857535 82.606675893068314 1454.4152382086031 262.77441432699561 11.967328429222105 3.8545227013528347 3.5033091711811748 22.853488967986777 171.03582613542676 5.8155778199434263
leaf_count=18653 2838 6190 18462 156332 775 14142 2848 49 22 71 827 2585 27
internal_value=0 0.0014658 4.67855e-05 0.00124493 0.0218488 0.0139437 -0.0335597 0.0805455 -0.0348465 -0.0373128 0.052022 -0.0409466 0.137134
internal_weight=0 26795.6 25051.6 24189.2 1744.02 1537.02 862.393 207.003 683.993 674.323 26.3568 647.966 9.6701
internal_count=223821 201636 183832 174794 17804 14917 9038 2887 22185 22136 898 21238 49
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=14
num_cat=0
split_feature=10 52 195 180 174 138 31 76 125 157 166 189 75
split_gain=200.215 128.056 121.347 174.079 103.786 101.309 67.4894 56.2092 24.5637 24.2841 24.4948 18.2047 2.59733
threshold=-0.21132068887643277 -0.0071712618733946734 0.31448302233820796 37.554886211512731 0.30664518544874991 0.14983842830872254 -0.10335573387022091 -0.24601810379071293 -0.16652800779445026 0.74347511705676494 -0.21806401475675477 37.500000000000007 0.00027554071210393003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 8 -3 -6 11 -2 10 -9 -1 -11
right_child=1 2 3 -5 6 -7 -8 9 -10 12 -12 -13 -14
leaf_value=0.010798550986799507 0.034286553432029784 0.00061631116004233336 0.022920085884073349 -0.0025735955549892305 0.092590719105509506 -0.026571661252381348 -0.017564800932185629 -0.073854810173683269 -0.05897629537231211 -0.65047931596715436 -0.015626777080958019 0.22690255093474454 -0.3724453256066384
leaf_weight=7.2895801048725835 29.479708254802972 3817.6522374309134 4772.6348187082913 6104.1342035256093 84.875033876858652 2138.1347743987571 161.35716052772477 457.73702445882373 671.97704759403132 0.53867550939321407 85.784911483060569 8.3786927461624128 0.89298457826953381
leaf_count=27 973 22721 29963 44167 354 14528 2786 46000 57846 4 4398 15 39
internal_value=0 0.000316259 0.00232993 0.00861282 -0.0354499 -0.0091442 0.0204053 -0.0603789 -0.0550568 -0.065748 -0.0646646 0.126361 -0.477058
internal_weight=0 17780.2 16832.6 10876.8 947.689 5955.79 246.232 560.622 701.457 544.954 543.522 15.6683 1.43166
internal_count=223821 173338 111379 74130 61959 37249 3140 50483 58819 50441 50398 42 43
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=15
num_cat=0
split_feature=115 55 66 14 169 154 145 4 14 21 14 120 153 118
split_gain=142.971 224.834 129.223 134.152 105.031 94.6921 94.3229 90.7865 86.7677 69.7287 66.3699 60.5801 53.8527 45.735
threshold=0.10763346920451257 0.074848111468057907 0.89571306873230705 -0.11652094924398397 0.66947194303315016 -0.21001404861355105 -0.17989670048967438 0.21283670870192395 -0.090300946892082776 0.19222383957531172 -0.28089997626229707 3.5089712203795087 0.0028659035931589785 0.071167360447114733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 6 -6 8 10 -2 -1 -3 -9 -7 -8
right_child=4 7 3 -5 5 12 13 11 -10 -11 -12 -13 -14 -15
leaf_value=0.023464993476194976 -0.020416945524071667 0.061830366546763341 0.00086784341550569027 -0.022620706169520929 -0.029924933895308793 0.12155694146183163 -0.061496213117220158 0.073980083606015518 0.060281851200274877 -0.037647176332544448 0.016189681138773362 0.32423323925773451 0.025759530008908401 -0.028347857270649743
leaf_weight=2251.6470941908192 522.58414468169212 371.65203526616096 7266.319357120432 3654.4489601255627 333.95215586660197 68.42736003221944 767.25050464161905 264.97660457598977 178.83095988514833 203.58631331543438 2232.6842899927869 10.039726016344501 412.00300655176397 909.74529457418248
leaf_count=17063 1815 2213 40842 68914 8427 1033 41867 1374 1180 846 14490 63 4499 19195
internal_value=0 0.00312477 -0.00233177 -0.0069922 -0.0200214 0.0109744 -0.0306346 0.0284731 0.000157809 0.0183976 0.0227028 0.0831158 0.0394039 -0.0435137
internal_weight=0 16255.4 13376 10920.8 3192.79 814.383 2378.41 2879.35 701.415 2455.23 2604.34 275.016 480.43 1677
internal_count=223821 145805 127665 109756 78016 13959 64057 18140 2995 17909 16703 1437 5532 61062
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=15
num_cat=0
split_feature=23 115 161 158 115 131 51 28 11 169 169 23 0 108
split_gain=140.74 126.091 143.325 292.143 153.372 71.9151 46.4012 36.6905 41.8661 35.3558 34.2139 36.5806 24.5247 17.6075
threshold=-0.029815340334393623 -0.15885421306957215 0.037395531155614427 -0.099259501419099269 1.1716568737023054 0.29548850773382612 3.6622153146108953 0.37260009367069924 -0.33029925887007533 2.279533387835865 1.1435138300396601 -0.050084762897338084 0.94694164632941502 1.6186654124713191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 10 13 8 -7 -8 12 -12 -1 -2
right_child=1 2 4 -5 -6 7 9 -9 -10 -11 11 -13 -14 -15
leaf_value=0.025142409380284666 -0.091120375525843844 0.00064420052744335054 -0.012370629217514906 0.040786319567634004 0.036226298536658666 -0.070327675979141135 -0.058608493711142157 0.10987166333445603 0.0093299407711511847 0.17969176172283691 -0.01615563913253425 0.34777925268591714 -0.069325550185248538 0.1769250233435293
leaf_weight=28.987858169944957 3.0744789196178308 7201.7562309692148 6761.9862686947454 2422.9434810235398 718.42332557099871 91.007031196029857 452.01996181427967 26.424853350967169 239.91745069460012 6.3129849322140208 8.4798451764509064 4.0958992238156489 528.69398399605416 12.077886354178188
leaf_count=359 128 41115 65483 23443 2978 1865 12090 49 8118 27 103 47 67997 19
internal_value=0 0.00127069 0.00267979 0.0107497 -0.00770335 -0.0386956 -0.0496342 -0.00352192 -0.0125766 -0.0553262 -0.0607369 0.102377 -0.0644152 0.122537
internal_weight=0 17578.6 17105.1 9624.7 7480.41 927.607 473.485 357.349 330.924 458.333 570.258 12.5757 557.682 15.1524
internal_count=223821 145283 133019 64558 68461 78538 12264 10032 9983 12117 68506 150 68356 147
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=15
num_cat=0
split_feature=85 92 157 62 0 121 6 151 192 76 121 131 143 149
split_gain=87.8007 117.253 174.737 144.477 135.278 186.838 130.574 111.876 107.894 76.2516 62.909 52.6389 36.7858 91.0793
threshold=-0.033089559306409048 0.18975534474205427 -0.31356819851700041 1.2030846069637753 2.1158245733434686 -0.1952028702531933 0.59693463804202651 -0.37052243675082647 15.855490237266865 -0.28990006984459732 0.013578363558012717 -0.1576222622434878 -0.10244892811716087 -0.40893503607907861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 12 10 -10 -11 13 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.55890819138370007 0.10318344892537695 0.0020642553208578877 -0.026858364779967704 0.033104648976244058 -0.028155479638965558 0.0087428353952560926 0.058274262949963997 0.019592977260532485 0.22482673050169019 -0.057135572454158845 0.0342316193011259 0.001274088648764265 -0.072887770077917441 -0.018773840388900662
leaf_weight=3.095537182409319 166.00885765207931 2461.9432445075363 3687.8212442526128 450.9566079704091 1710.4584525893442 6941.6355292019434 496.63134537590668 4507.807854161365 23.272109950892627 206.69950997817796 67.6834381489316 608.50596387695987 392.40640467056073 23.064623574027792
leaf_count=44 706 7402 23823 3336 19007 84779 3468 19478 43 18334 1949 21493 19129 830
internal_value=0 0.00332387 -0.00705857 -0.0203249 0.00885354 0.0014483 0.0114998 0.022562 -0.0232425 -0.00384644 0.0829978 -0.013536 -0.0652334 0.0495834
internal_weight=0 20423.3 7097.35 4138.78 13325.9 8652.09 2958.57 4673.82 1324.73 906.161 90.9555 815.205 418.567 26.1602
internal_count=223821 161999 38029 27159 123970 103786 10870 20184 61822 41819 1992 39827 20003 874
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=15
num_cat=0
split_feature=77 154 195 129 8 129 154 60 34 150 180 57 195 90
split_gain=85.88 120.102 129.092 137.778 130.264 95.2097 92.0827 149.065 281.778 106.768 90.9658 71.9788 66.1643 51.1999
threshold=-0.048716629819115599 -0.036181252679935945 0.36010035971064913 1.0156498816088309 0.29130169245629084 1.0105888055724039 -0.23383494811926028 0.22986523023756053 0.24966272316883001 0.41312527177887409 27.537483266398933 3.614584379182241 0.38071384537188707 0.10382164308049273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 13 10 9 -9 -8 -1 -7 -12 -2
right_child=1 2 4 -5 -6 11 7 8 -10 -11 12 -13 -14 -15
leaf_value=0.22791519632254764 -0.049297703074649507 0.019176557789825424 0.021467384269115722 -0.016134939425852625 -0.015511959080793898 0.041230319191529606 0.044262242493166841 0.021216674071786207 0.1852374277784351 0.0047223059984523664 0.0033794838251643626 -0.01525635537548529 -0.034453891456455027 0.17181103545131604
leaf_weight=16.005871504079551 13.919987539760767 1481.9473053116817 4645.0400718462188 4343.6771800492425 1198.3408396192826 232.54341892059892 801.78536132117733 380.12822454073466 144.57526667229831 4606.3861098873895 1178.2594196849968 7540.1881426079199 760.66604685503989 42.287715304642916
leaf_count=95 154 13356 47582 43056 6655 2011 4578 1852 1324 27567 12613 54078 8591 309
internal_value=0 -0.00304682 0.00338177 -0.00715225 0.0138838 -0.0126286 0.00931937 0.0155215 0.0664105 0.0105843 -0.00950315 -0.0135664 -0.011463 0.117053
internal_weight=0 19497.9 11669 5825.62 5843.38 7828.94 7887.81 5932.87 524.703 5408.17 1954.93 7772.73 1938.93 56.2077
internal_count=223821 167201 110649 56412 54237 56552 56620 35321 3176 32145 21299 56089 21204 463
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=115 70 77 68 83 25 26 123 124 52 163 47 110 184
split_gain=188.185 125.563 154.682 135.185 103.485 95.0432 76.5022 73.4996 33.8995 39.4575 20.6513 22.8349 17.8161 9.61802
threshold=-0.058689396685485472 -0.02588587650147376 -0.04252152710164437 0.10970987988719837 0.24121081122113111 0.034087322699840543 -0.020236477380410827 789.50000000000011 -0.25885438574345004 0.19626069299531115 0.39134067102327041 -0.1688085089792713 -0.35963382624233747 -0.04937134744855165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -4 -3 9 12 -10 -12 -1 -11
right_child=1 3 6 4 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.084329233097547654 -0.022896854108979296 -0.019274104087768792 0.048581840169305231 -0.010612825709712614 0.014344130497217333 0.0078135328289940416 0.0086278516846262955 -0.063995106713616745 -0.074215898610768369 0.14684565206601979 0.66303803089782531 0.0010852087261320944 0.10475359612332927 0.036662043375234384
leaf_weight=37.213526514708064 1263.0122417323291 2148.1582142850384 1258.3478588113794 3940.8884621541947 2872.5225897398777 4986.1173399942927 774.02849341125693 443.35206677741371 445.22569854691392 14.800334562547507 0.53096254752017813 28.139752328861505 5.7536762298550448 17.047434417996556
leaf_count=933 7409 29227 9104 20559 18203 32221 7614 19890 76053 39 25 2334 136 74
internal_value=0 0.000421506 0.00940061 -0.00748505 -9.10151e-05 0.00160665 0.0333654 -0.0269249 -0.0590426 0.00351385 -0.0689185 0.0133441 -0.0590094 0.0878667
internal_weight=0 17686.4 8281.51 9404.92 6813.41 6249.13 2032.38 2591.51 548.711 74.815 473.896 28.6707 42.9672 31.8478
internal_count=223821 144227 56348 87879 38762 39630 16718 49117 79594 1182 78412 2359 1069 113
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=139 44 142 115 44 46 34 189 152 14 78 165 73 169
split_gain=138.33 101.692 118.428 172.631 153.808 98.1861 104.467 86.0966 18.946 20.5028 23.5435 7.99447 17.0356 5.28433
threshold=-0.15464796615543075 -0.12074219720175741 -0.0069851685965548671 0.065481356056770509 -0.036572176691448612 -0.033094334708836777 -0.17643610266195056 31.500000000000004 -0.19392585889554656 0.21378711149548621 0.029964194328450766 0.2277533522455932 -0.032450259627363157 1.4715295436473312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 12 -10 -11
right_child=1 2 3 -5 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.045088409873095564 -0.021561299766784385 -0.0046204615675214354 0.016653137533116896 -0.012970626568841959 -0.040552882958170555 -0.066200725487457424 0.033181044335152003 0.0045243599279443511 0.025391573178670152 -0.076647239702936326 -0.051843855544403454 -0.07596761180874459 -0.066805772941288324 0.018791614122054087
leaf_weight=58.236946970107965 409.2860827462282 5284.7953178699827 5035.8124819120858 3228.1807953208918 1537.9268487667432 225.03303805366158 2351.2307652182644 732.06122442241758 27.159606652683578 61.198781034327112 43.980601936811581 235.70005981094437 76.463312910869718 6.4090460056904694
leaf_count=1328 1921 39841 36109 39741 20269 1175 17872 4187 2844 7815 650 44234 5654 181
internal_value=0 0.000681295 -0.00296917 0.00508115 -0.0127201 0.0154955 0.0250647 -0.0121046 -0.0521434 -0.0248761 0.00338188 -0.0657902 -0.0426408 -0.0675999
internal_weight=0 18804.3 15086.7 8263.99 6822.72 3717.61 2760.52 957.094 509.148 169.825 102.218 339.323 103.623 67.6078
internal_count=223821 161115 135960 75850 60110 25155 19793 5362 62706 9974 1978 52732 8498 7996
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=118 103 158 76 81 96 104 183 118 126 168 124 84 19
split_gain=146.316 157.003 179.145 173.25 140.863 139.977 83.6514 61.5552 54.3413 36.8467 45.6665 34.3975 34.3463 29.8937
threshold=1.2345021291604474 0.30074705800441043 -0.16844561350629997 -0.018173876882031571 1.4947630869109998 1.2009604453687024 1.1523070215338056 1.7687568963283613 3.9876387932542934 0.93096703021128879 33.596675723594721 -0.28243311537685917 0.048953867541797792 0.067530108356234214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 11 -11 -2 13 -10
right_child=8 4 3 -5 6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.036467601861563906 -0.072395155707326214 0.013984537403713179 -0.03264923778072211 0.0072490009928816296 -0.049341551273217876 -0.019422010053046307 0.012871907750451595 -0.10299153241384827 0.066769223710315698 0.020669778351019373 -0.043105018439859887 0.047514977162105509 0.040109891356645611 0.16957783629131862
leaf_weight=1634.7044761921279 25.21301046339795 7725.1283092768863 1586.9258145865751 3464.0507607753389 714.61497535835952 1497.3961278609931 309.82749339938164 152.03002980560996 62.695193398743868 437.97290732525289 150.98607240151614 467.5499159618048 147.56504418724217 51.527353830169886
leaf_count=37191 133 27927 80656 63545 2511 5003 1094 648 249 1404 424 2401 473 162
internal_value=0 -0.00317798 -0.0149133 -0.00528631 0.00465287 0.00856055 -0.030526 -0.042128 0.0310959 0.0212022 0.00432041 0.0413796 0.0719775 0.113148
internal_weight=0 17084.7 6837.71 5050.98 10247 9222.52 1024.44 1786.73 1343.51 1081.72 588.959 492.763 261.788 114.223
internal_count=223821 218575 182040 144201 36535 32930 3605 37839 5246 4362 1828 2534 884 411
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=15
num_cat=0
split_feature=68 191 74 86 129 48 196 62 160 56 129 165 70 19
split_gain=82.906 111.237 130.327 187.24 136.715 109.058 94.6385 139.526 103.132 72.6056 70.1878 61.8489 97.4909 80.665
threshold=-0.0066427249966585821 1.5600000000000003 -0.10501670230661735 -0.02454205353393921 1.0153701820172836 6.5000421363113183 0.047540075979979744 -0.067895905397858336 -0.057448652422454137 -0.2016206724738602 1.0156283848052372 0.19144835755689524 0.023833435441732373 -0.095114983517951002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 7 -7 -8 10 -1 12 -3 -13
right_child=1 11 4 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.034409927225549086 -0.02277598738741092 0.22479359556777931 -0.060428991549249557 0.082449191780760586 -0.01011633084399065 -0.016595859100649469 -0.0095853381777968958 0.027360596114397218 0.042118067494331286 -0.0080675533569019194 0.092864570964590817 0.0050230740372060635 -0.015544605044814015 0.08226802519547402
leaf_weight=62.955576987704262 328.06671851733699 17.69446287304163 592.64486656046938 349.00681191915646 6089.7829057205236 849.21981885901187 2443.231779245194 4824.9062273240415 458.13488203869201 4634.3076331525808 138.98550521256402 243.44793066009879 365.73214222490788 304.01311387773603
leaf_count=866 13160 28 28449 2780 68875 12617 11380 32492 3654 44411 864 1798 917 1530
internal_value=0 -0.00622287 -0.0103425 0.0314638 -0.0145784 0.00649791 0.0132698 0.0207818 -0.00142121 -0.00550985 0.0531865 0.0263467 -0.00445342 0.0479183
internal_weight=0 8290.39 7359.5 677.074 6682.43 13411.7 8575.49 5674.13 2901.37 4836.25 201.941 930.888 383.427 547.461
internal_count=223821 117537 113264 15940 97324 106284 60143 45109 15034 46141 1730 4273 945 3328
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=119 131 189 186 13 154 140 34 8 195 129 29 73 142
split_gain=79.3127 85.1247 76.4885 96.2795 118.116 71.9052 112.741 62.2458 61.5629 56.2461 70.808 49.4703 49.0695 38.5949
threshold=-0.067679836385967432 -0.04981782243852715 30.500000000000004 15.250000000000002 0.36713498789420357 0.046233937945320595 -0.10565276669879396 -0.16863941633060309 0.26086861999641825 0.40135130972563143 1.0160202164779311 -0.033446983574577233 -0.065469661170404023 0.071072193884613041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 11 -5 6 -4 -1 -7 10 -3 -2 -9 -11
right_child=2 9 5 4 -6 8 -8 12 -10 13 -12 -13 -14 -15
leaf_value=0.149356526291889 0.025455456678197392 0.0079755346247191855 0.0070145587302438547 0.037826105147974076 -0.013479082543244923 0.01518539416800075 -0.012582476135919958 -0.015264601808190718 -0.0095482753746217036 0.0074051744433022374 -0.036000051289368527 -0.079460939738930675 0.011167336268400189 -0.036379836887369572
leaf_weight=28.902466339990497 66.041154068894684 448.28378126001917 5574.9778368808329 1818.41481514927 595.74242899799719 4852.5711772444192 6200.8447600323707 1080.4186580386013 1269.6328985341825 969.71959230513312 1998.4353676231112 140.67565181804821 2007.1249572334345 254.05948565760627
leaf_count=302 426 3780 33702 14088 3745 48283 48208 10815 7252 12370 19223 803 18490 2334
internal_value=0 -0.00886869 0.00360184 0.019557 0.0251655 0.00126547 -0.00330473 0.00328543 0.0100561 -0.0191882 -0.0279429 -0.0459426 0.00191806 -0.0016847
internal_weight=0 6786.94 20518.9 2620.87 2414.16 17898 11775.8 3116.45 6122.2 3670.5 2446.72 206.717 3087.54 1223.78
internal_count=223821 67314 156507 19062 17833 137445 81910 29607 55535 37707 23003 1229 29305 14704
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=167 118 173 114 35 34 99 154 137 131 146 32 98 62
split_gain=175.919 121.752 109.081 114.233 100.187 90.0904 83.9727 70.6598 69.1137 67.9568 62.3053 44.736 18.6501 40.7321
threshold=-0.043379443650630352 0.1168477981479482 0.43085966762297917 22.654425224641447 0.00077599929932085389 -0.072759724958990066 0.015626402175144126 -0.036181252679935945 0.025952596022054877 0.36552113908207895 -0.28593300118693571 0.80575060674749033 3.7853194482623249 0.66093533834649187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 -4 8 -8 -3 10 -6 -11 -1 -14
right_child=1 6 5 -5 9 -7 7 -9 -10 11 -12 -13 13 -15
leaf_value=-0.06234751979280452 0.0008294335817106693 -0.012078972874279363 0.1545681848810958 0.04717020000923916 -0.088154674790017207 0.026402404109647115 0.0046241026977469268 -0.028425566924344975 -0.064670595913504603 0.037285611908851199 -0.017243802536332259 -0.035772746090138662 0.96104245670511745 -0.080820896407187426
leaf_weight=535.90808416879736 7251.4303363185609 564.69993402331602 56.343924143351614 574.05372669594362 130.84143867564853 2061.1427250634879 2860.0487746112049 835.99004012695514 448.21429259132128 362.93631235999055 2338.2813308942132 108.98157563060522 0.56718419119715591 1.1088620726950464
leaf_count=71851 63528 3828 226 4246 3412 19043 15209 16514 3012 3408 18839 641 3 61
internal_value=0 0.00340401 0.00967728 0.00422885 -0.0216116 0.0298128 -0.00984202 -0.00285125 -0.0353508 -0.0143559 -0.0210014 0.020414 -0.0613059 0.271752
internal_weight=0 14651.9 9942.97 7825.48 3478.62 2117.49 4708.95 3696.04 1012.91 2941.04 2469.12 471.918 537.584 1.67605
internal_count=223821 125606 87043 67774 98215 19269 38563 31723 6840 26300 22251 4049 71915 64
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=15
num_cat=0
split_feature=67 13 31 115 184 45 13 106 159 195 109 67 189 69
split_gain=132.43 120.616 120.702 181.288 107.778 87.2864 111.312 104.076 80.364 70.2513 43.5274 39.5883 58.5256 21.7838
threshold=-0.088140057630562499 0.11471754956546266 0.10781868538081964 0.050130180910739099 0.0038252951066195446 -0.22131028051982615 -0.30433634008384491 -0.30593636670221314 0.076164659830577491 0.32949677632790042 0.03784684934863871 1.1702653492568802 116.50000000000001 0.61746699155824791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 9 7 -7 -8 13 -11 12 -3 -1
right_child=1 11 3 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.072330597584170514 -0.021320715712531746 -0.056209255260027291 0.036249704144137945 -0.0053992575322160232 -0.00033989822807321298 -0.011759238969925341 0.044207086713330852 0.067102069664312244 0.0011627887796189034 -0.00016480268508255766 -0.072436662014717587 0.02256721206936765 1.9198260253092216 -0.087708464090750324
leaf_weight=76.775149753782898 4171.0733098852215 578.8685902231955 1713.876387596596 2678.3283869923325 5928.3353831170825 215.13988283835351 545.63120459276251 753.347651489079 2115.1257352153771 131.75114865903743 226.76879097358324 72.750222482485697 0.14992326032370229 9.5647279098629934
leaf_count=528 30560 85066 8413 25066 42380 919 5202 6449 15185 825 969 2172 7 80
internal_value=0 -0.00487916 -0.00298647 0.0108525 -0.00900501 0.0154311 0.0205557 0.0495838 0.00998972 -0.0263764 -0.0458777 -0.0469617 -0.0556976 0.0546015
internal_weight=0 15143.4 14491.6 4392.2 10099.4 4074.1 3629.24 968.488 2660.76 444.86 358.52 651.769 579.019 86.3399
internal_count=223821 193664 106419 33479 72940 30157 27755 7368 20387 2402 1794 87245 85073 608
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=15
num_cat=0
split_feature=181 106 86 97 1 121 195 53 69 110 151 22 191 189
split_gain=131.54 135.333 167.853 191.147 158.596 135.445 147.821 113.489 77.4879 67.0133 51.0144 23.1225 21.6638 4.39737
threshold=-0.051182784430995325 -0.1112366388905061 0.43272191251700903 0.27628413062906304 -0.15791268799867872 -0.062304584181680077 0.22162928980237653 0.079369578792755399 1.0034616996668082 1.0098387825922692 -0.39527406724698061 0.20951607583114293 -0.35599078341013796 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 10 -1 13 -13 -10
right_child=1 5 3 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.077699633800224099 0.0029779132413197138 0.079276204264259631 -0.044358388190106547 0.0065962934000232164 0.042242869645403511 0.013857528845102799 -0.041011964373649686 -0.012330467911270862 -0.11806788356451788 -0.81736833143133014 -0.05547572567898789 -0.20476738312389992 0.072910598159398224 -0.013910168677354685
leaf_weight=30.008938210085034 1881.2536599788582 109.22185629396699 906.5988076038193 3917.111366041936 2269.853700283682 2799.2454542813357 1580.5456412922358 4047.6641094219522 8.2632987927645463 1.1396733026485879 693.19780903041828 2.9096876159310332 81.720744211226702 7.9557831613346925
leaf_count=709 15822 2524 2861 13260 15141 40880 41398 51121 22 17 39416 18 602 30
internal_value=0 0.00113234 0.0097061 -0.00298045 0.0244483 -0.00788147 -0.0332369 -0.00162394 -0.039723 -0.0511572 -0.0499497 0.0424018 0.0633637 -0.0669764
internal_weight=0 17511.5 8974.82 4823.71 4151.11 8536.68 1689.77 6846.91 825.196 724.346 723.207 100.85 84.6304 16.2191
internal_count=223821 183007 47084 16121 30963 135923 43922 92001 40814 40142 40125 672 620 52
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=15
num_cat=0
split_feature=166 194 95 16 89 182 7 195 157 27 123 118 7 147
split_gain=79.0453 83.3633 96.2229 77.598 115.225 102.944 89.2412 74.6408 69.4208 68.8787 75.1312 61.5815 54.6576 32.331
threshold=0.2203676166694295 1.5595429542507484 0.0081864380641581639 0.13488247284985866 -0.060289125151995381 0.072775936245563458 0.41926250542341131 0.35256604351811166 -0.23631873392800293 6.3709006395190899 531.50000000000011 -0.003535736798562832 0.41168700177911977 0.67487906327410974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 -3 4 13 -6 7 -5 -8 12 -11 -4 -2 -1
right_child=1 2 11 6 5 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.057912389346676432 -0.010355425768572544 0.59053703543806069 0.1769855350815418 -0.0020523787621553715 0.014446552491502791 -0.0025781820218252582 0.028654383207313634 -0.032908836136835706 -0.013203570764621534 0.24249742700702465 -0.060172281311578285 0.0058295504963669816 -0.055878421502859627 0.10388885467574396
leaf_weight=318.99538259406108 432.53993838187307 2.9434342156164339 22.412831552326679 1533.6566948282998 9271.5753847627202 5757.1495601665229 941.73261658381671 1603.6743363976711 683.99796188995242 18.459630276076496 14.758021089248357 338.66692346055061 675.86869956296869 12.847014928469433
leaf_count=7741 16117 20 78 17854 79704 28270 3470 15300 18577 62 131 2482 33770 245
internal_value=0 -0.0205745 0.0210954 0.0031799 0.00663779 0.00792478 -0.00797158 -0.0178249 0.0110434 -0.0338615 0.108027 0.0164535 -0.0381138 -0.0516484
internal_weight=0 1505.65 364.023 20123.6 15360.6 15028.7 4763.06 3137.33 1625.73 1141.63 33.2177 361.08 1108.41 331.842
internal_count=223821 52660 2580 171161 115960 107974 55201 33154 22047 50080 193 2560 49887 7986
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=13
num_cat=0
split_feature=157 93 23 77 154 195 106 75 153 158 112 197
split_gain=95.1651 76.6657 93.7223 89.9863 137.542 83.1118 67.5976 49.7119 9.90017 8.78487 11.3718 8.83159
threshold=-0.41514190564819103 0.51653097332775089 0.53828632014769406 -0.048716629819115599 0.117778958604923 0.37563443828657961 -0.23405093757065351 0.0020315086050121619 0.33118278462544232 -0.31764520659609075 0.74292608371135482 -0.050835929905836082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 9 11 -11 -1
right_child=1 2 6 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=0.25663848039042775 0.016352349143238583 -0.005458938113611052 -0.032040534811109869 -0.011157711920671829 0.0077847306584686764 -0.0051544504954504772 0.017150470671603239 0.051960088928544326 0.29933176704735015 0.17850507606762073 -0.065520050557836815 -0.059525561758862491
leaf_weight=0.88615287328138848 4885.2280869684182 184.59070905763656 423.3377446308732 11043.981457304209 5870.9418937098235 2842.2689832071774 821.37885995348915 823.23950879648328 0.78672835230827232 3.6226245933212331 4.0386954611167312 296.84922646055929
leaf_count=37 33770 752 4411 82003 60973 21603 7412 4866 20 47 21 7906
internal_value=0 0.00111559 0.0187747 -0.000498622 -0.00458305 0.00844188 0.000420229 0.0414434 -0.0549512 -0.0558639 0.0498663 -0.0585846
internal_weight=0 26895 2252.55 24642.4 16914.9 7727.5 1244.72 1007.83 306.183 305.397 7.66132 297.735
internal_count=223821 215790 17441 198349 142976 55373 11823 5618 8031 8011 68 7943
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=115 151 180 87 107 154 136 115 125 130 190 166 195 127
split_gain=156.993 124.601 93.169 134.385 128.33 86.3233 65.615 60.1822 32.4572 21.6643 18.4511 17.2821 19.5797 8.71256
threshold=-0.058689396685485472 -0.23330316469819642 35.846720214190107 0.025826075744661166 0.12881004791303377 -0.30869701998692139 0.01739821389445485 1.1716568737023054 -0.26383254880305279 0.043246618091995474 -0.054794520547944779 0.44191326184143126 0.63938206323909896 -0.75012400187188955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 10 -1 13 -13 -10
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.10148066000299215 0.023933922718749855 0.00024098660578662328 -0.01802936148503766 0.032047626650983978 0.0059800757076934824 -0.01323033724640638 -0.052700992015515737 -0.059941532128681668 0.063313423288425999 -0.096949700409122999 -0.016756862323499596 -0.045746142148441346 0.14774448861029024 -0.073486873424126395
leaf_weight=24.344972990453243 523.23363852407783 3083.6531608625082 3419.8189063702594 2333.6327731922502 6378.3209451135481 829.1136042982107 855.98229664657265 102.26552345603704 4.7102863959735251 15.507590527296996 28.824757823487744 16.676537195686254 7.6192088259849688 400.68944387912052
leaf_count=292 3729 21935 51394 16333 37165 6271 6898 502 202 390 411 1472 70 76757
internal_value=0 0.000132872 0.00341865 0.0139425 -0.00239987 -0.0215042 -0.0332803 0.0102208 -0.0567854 0.00704854 0.0373809 -0.0669879 0.014933 -0.0718974
internal_weight=0 17526 15215.4 5417.29 9798.14 2310.6 1685.1 625.499 498.373 68.6773 53.1697 429.695 24.2957 405.4
internal_count=223821 144227 126827 38268 88559 17400 13169 4231 79594 1093 703 78501 1542 76959
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=128 156 117 99 127 73 126 86 120 185 119 52 43 65
split_gain=113.468 119.282 112.056 231.257 127.177 110.487 100.403 85.3813 58.0928 51.21 56.9518 46.8788 34.7696 25.4732
threshold=0.63975605742203878 3.1919047905934645 1.1695230906443757 0.187785765436605 -0.088617443584586952 -0.051539710084135833 0.97377478066603362 0.16515177543818566 0.25165335288841179 -0.0032531484551468477 -0.17707487130641561 0.0035013691648828177 237.2020952656629 0.049099406098822622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 7 8 -2 -8 -11 -3 -7 -9
right_child=6 5 4 -5 -6 12 9 13 -10 10 -12 -13 -14 -15
leaf_value=0.0025489446622025767 -0.17263967462188204 0.022355532731306849 -0.015471531613013354 -0.046164992326250494 0.020782147072917381 -0.049824506316588191 0.09169809551224678 0.053187518519226262 -0.066842525227722258 -0.25939411108988086 0.0061728855353179977 -0.037550198201063409 0.1072184978588796 -0.034061540565163216
leaf_weight=8982.5112918916275 75.559477311326191 484.36336021480383 1184.8773633794626 1093.1086638651323 5277.1782097414834 903.22718848497607 76.110750737134367 35.928020502440631 165.75756171147805 8.5507960458053258 145.22130254923832 178.86856606742367 14.321700113010591 487.68247189070098
leaf_count=65282 201 13247 12074 12997 37063 56823 886 152 1327 33 1010 19923 275 2528
internal_value=0 0.00134758 0.00385615 -0.00273605 0.0141347 -0.0248963 -0.0333399 -0.0507558 -0.099969 0.0246109 -0.00859448 0.00619942 -0.0473733 -0.0280749
internal_weight=0 18118.5 16537.7 10075.6 6462.06 1580.78 994.81 764.928 241.317 229.883 153.772 663.232 917.549 523.61
internal_count=223821 217684 127416 78279 49137 90268 6137 4208 1528 1929 1043 33170 57098 2680
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=15
num_cat=0
split_feature=151 100 2 131 179 0 19 35 193 63 147 110 48 100
split_gain=122.663 147.025 143.514 122.508 119.983 117.256 116.36 121.049 62.3028 79.125 75.1876 50.121 43.0655 260.751
threshold=-0.086048023877549409 0.028443745924531538 0.31018887751851448 -0.53815663601132535 -0.013231513466256202 0.63111669377449287 -0.28985324610273727 0.17988655535468026 0.016757731082606624 0.01957164438767579 -2.0573753256553413 0.1772815726621674 354.71682311562915 -0.12526276195789998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 12 -4 -3 11 -8 10 -10 -2 -5 -1 -14
right_child=1 2 4 6 -6 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.072021232595027865 0.78798953031960839 0.02126027971561105 0.25276568638307184 0.0067630007881022761 0.044768643647278922 -0.010526391404048228 0.0076572688668577462 -0.02784918229932791 0.034907881085185215 -0.037439940538833441 -0.064931887659106291 0.049498347530874183 1.6515390772628373 0.13173079480350799
leaf_weight=177.07818010717165 1.0354234755504865 1386.7662751821335 31.523662591353059 415.57370711362455 230.66542366193607 7112.6093008627649 5469.5750202626223 1164.61332487443 196.98085167794488 649.99243671161821 568.72171807993436 808.08888318948448 1.2114160540513719 16.569302484160289
leaf_count=1977 101 6791 297 5814 782 42149 55792 14654 4827 10157 77546 2683 43 208
internal_value=0 -0.00792511 -0.00309219 0.00859274 0.0697767 -0.00534005 0.00665043 0.00142421 -0.0378137 -0.020614 -0.0633819 0.0349848 0.0869182 0.235277
internal_weight=0 10178.3 8761.56 8052.71 262.189 8499.38 7857.85 6634.19 1416.73 846.973 569.757 1223.66 194.859 17.7807
internal_count=223821 142650 50019 81171 1079 48940 78943 70446 92631 14984 77647 8497 2228 251
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=15
num_cat=0
split_feature=127 169 74 27 90 151 35 103 122 142 14 111 87 95
split_gain=75.9291 97.8523 78.3697 127.537 118.859 77.0983 130.206 75.436 53.9722 52.8609 46.6458 46.6137 41.3073 36.5888
threshold=0.81649292718788613 0.54265314231000372 0.4014361117916882 0.27141234697826594 -0.0009253728951773083 0.016400655002731867 0.30686333025520623 0.29122836545387826 0.82219727544426024 0.91434294082648437 -0.29664862651767104 0.51968597713115139 0.23192336139306216 1.4169359367761951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 8 -8 -7 12 -11 13 -3 -2
right_child=5 9 4 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0024159098294451622 0.053007024924193437 -0.050551374720859465 0.090645392596592309 0.029868739738840203 -0.010016142331660876 0.039274910042672299 0.40096142246257971 0.095815863918143965 0.31901775828742274 -0.075079120828391799 0.0052347575749240411 -0.026685346661529039 0.013512582537741211 -0.069440715396251282
leaf_weight=11953.504733462061 223.32955221831799 699.12465622415766 119.92626975104213 1971.3205993499141 5361.1617806099821 163.85411881655455 18.609665747731924 14.347472559660671 7.1999326255172482 81.729355394374579 627.83080324565526 183.64821375347674 117.57233383553103 27.396849479526281
leaf_count=164306 585 9917 428 10402 25340 473 40 43 21 679 9194 510 1795 88
internal_value=0 0.000397924 0.00231538 0.00630237 -0.00781367 0.0354074 0.0861165 0.26812 0.0510497 -0.023982 -0.00401605 0.0115911 -0.0413287 0.0396272
internal_weight=0 20932.2 19405.9 13924.8 5481.09 638.386 204.011 32.9571 171.054 1526.26 709.56 434.375 816.697 250.726
internal_count=223821 222061 200476 174708 25768 1760 577 83 494 21585 9873 1183 11712 673
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=12
num_cat=0
split_feature=157 76 77 91 86 5 44 130 193 153 133
split_gain=84.5469 81.4244 83.0495 225.48 92.4532 62.0035 65.8134 28.4457 16.9595 10.9886 8.12832
threshold=-0.41514190564819103 -0.32227677501239599 -0.097389568456265688 0.0098703091675958459 0.18619786999346294 0.23964969763764657 0.13805281930548727 0.24449014213225248 -0.049852378512599028 0.37015422959112015 0.091494481958277613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 -1 10 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.39838539873106105 -0.086640277810296332 0.042856588886326742 -0.0040812997573109943 -0.0052055419324569963 0.011547916004524331 0.34336016232227873 -0.0017667591203505185 0.12849295511536912 -0.0063801604286976461 0.33766903459136266 -0.061185657075864722
leaf_weight=0.82928782282397051 202.97182674333453 1676.4593774657696 17714.762511159526 2336.5945338141173 4813.2053853936959 6.0082562621682873 68.738915918394923 6.3380497675389043 30.22288844990544 0.71278360299765964 258.71161893405952
leaf_count=29 705 10948 152521 16400 34129 47 1014 26 1507 13 6482
internal_value=0 0.00104893 0.0016189 0.0148725 -0.000742045 -0.0522064 0.0259749 -0.0801259 -0.0531926 -0.0544855 -0.0554529
internal_weight=0 26825.1 26541 4013.05 22528 284.057 74.7472 209.31 290.477 289.647 288.935
internal_count=223821 215790 213998 27348 186650 1792 1061 731 8031 8002 7989
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=15
num_cat=0
split_feature=116 23 132 195 180 195 45 127 124 140 123 140 52 64
split_gain=143.133 111.019 134.301 167.156 109.552 136.239 116.749 100.715 42.2584 28.4159 19.5786 43.4593 13.2689 13.1287
threshold=-0.047879606521030509 -0.014339334948525731 0.23193545558086051 0.31079811995949053 37.554886211512731 0.3039593064970858 0.34865755965596507 -0.26286508724705604 -0.30098872211443167 -0.14763985923752285 359.50000000000006 0.57260411416697143 0.24002757882639961 -0.15841607960689261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 12 11 -10 -1 -12
right_child=1 4 3 -5 6 -7 -8 -9 10 -11 13 -13 -14 -15
leaf_value=0.012581506172579589 0.038258381545726451 -0.015489866909891457 -0.17372674935890672 -0.0035148082573879958 -0.029537743148499204 0.018510931411946086 0.00019887630524267799 0.0068587116229432256 -0.020741583130781269 -0.073774927352008038 0.015656375349636539 0.76595041501776551 0.12129783121152152 -0.068409282154845819
leaf_weight=20.600260392297059 1251.0788579091895 2004.8018762173015 86.992941348697059 171.31581288541202 2954.1475657252013 2859.2163804143202 2387.2021984984167 5567.1352804244962 91.883074395125732 19.040729567292146 19.365501046821009 0.70762842654948954 24.672011069953442 456.50065047031967
leaf_count=144 9733 15109 597 1222 36297 21698 16749 36591 4721 669 1105 106 64 79016
internal_value=0 0.000313683 0.00993885 -0.0608386 -0.00636052 0.00449683 -0.0162476 0.0126203 -0.0481097 0.0287207 -0.056802 -0.0147293 0.0718286 -0.0649882
internal_weight=0 17281.9 7076.52 258.309 10205.4 4864.02 5341.35 6818.21 632.77 64.313 568.457 92.5907 45.2723 475.866
internal_count=223821 137996 48143 1819 89853 36807 53046 46324 85825 877 84948 4827 208 80121
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=28 166 110 115 184 119 144 93 158 95 130 126 131 131
split_gain=126.486 206.614 166.661 156.531 138.103 130.019 113.369 102.743 99.8772 85.4971 75.9064 44.8338 42.1803 30.2167
threshold=-0.04236956972059263 -0.35222722995910077 0.22546584275028395 -0.17825062978656683 -0.0061411968494121697 0.019692695831448302 0.077510035535346938 -0.087869325578019866 -0.079137101374048544 -0.0014312291943225429 -0.38281255006822029 0.89962869153650404 -0.016791084465397687 0.5377874268496724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 10 -5 9 12 -8 -7 -4 -2 -1 -3 -13
right_child=2 6 5 4 -6 8 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.039053042521857151 -0.035254922994814544 -0.079015728513738781 0.028260955484009614 -0.010602327970155145 0.016026012250921661 0.0077272749034975122 0.024959390120685231 -0.055190573669662728 -0.042367028643140098 -0.031901749593973433 0.049905607367643601 0.062684922234792995 0.021039642091280588 -0.014908388157374797
leaf_weight=63.407711678184569 114.2803138892632 47.13518206612207 261.35147929203231 3099.0283102509566 5242.409771102597 3592.5618275455199 179.42442649463192 1472.4438535029767 447.5932827902725 2455.3485573785147 1243.9701238098787 344.99228294473141 397.07397672277875 58.731795746833086
leaf_count=469 523 992 2119 51085 57029 20651 3155 43201 6993 17524 11385 4387 3967 341
internal_value=0 -0.0210216 0.00285988 0.0112591 0.006133 -0.00919753 -0.0344247 -0.0464848 0.00217752 -0.026114 0.0427404 0.0391195 0.0104227 0.051397
internal_weight=0 2563.21 16456.5 9699.69 8341.44 6756.86 2096.08 1651.87 4040.16 2716.7 1358.25 467.132 444.209 403.724
internal_count=223821 56512 167309 120022 108114 47287 51315 46356 27644 19643 11908 5197 4959 4728
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=15
num_cat=0
split_feature=134 72 189 27 173 103 94 74 193 87 187 20 87 27
split_gain=117.252 119.02 106.406 167.976 136.051 63.6137 49.9213 35.8586 34.961 37.8017 75.031 31.3259 22.4024 21.2715
threshold=-0.03077873531526187 1.0248136159082504 35.500000000000007 -0.0063339073154600424 -0.1448658356184164 0.58229815135067675 0.47412914325015637 0.88229001298229726 0.047540075979979689 0.010092715058746189 0.049999999999999947 0.011986334275054243 0.11853518995704027 0.11255969589335336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 10 -10 -11 13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.069933801088523886 0.048082984876533702 -0.032896764202357147 -0.037436910872056577 -0.013662369072430545 0.012059637916478618 -0.038209165337994934 -0.096465886312567389 0.0038614625245569495 0.40207986866106371 -0.0011196108522766707 0.0030803671610580511 -0.072532036316309001 0.048797639153380097 0.65183227462457527
leaf_weight=339.26396741578355 484.79418661363889 468.37280467245728 588.01943684788421 4832.4837972143432 9989.7336183302104 290.64805293269455 167.79214694350958 668.76627528294921 6.1992805860936668 163.17447436903603 19.657671660068445 98.510596969979815 16.930331421550363 0.40881579054985095
leaf_count=66807 15096 1295 4423 50374 76484 828 443 1698 452 2574 920 2304 97 26
internal_value=0 0.000893562 0.00350714 -0.00803284 0.00930811 -0.0251427 -0.0496635 -0.00888355 -0.0425496 -0.0166053 0.0987417 -0.0280026 -0.0634694 -0.0690651
internal_weight=0 17490.6 15895 5317.28 10577.8 1595.58 636.165 959.414 644.145 287.542 25.857 261.685 356.603 339.673
internal_count=223821 150641 146377 65470 80907 4264 1738 2526 73180 6250 1372 4878 66930 66833
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=13
num_cat=0
split_feature=129 117 84 84 77 102 157 148 82 127 173 77
split_gain=75.1093 76.5479 99.4838 119.093 83.8053 101.571 86.9426 41.2584 16.5659 18.0353 19.3958 3.52797
threshold=1.0245748931830738 0.15535370309139276 0.23725589701732203 0.017823747951249379 1.8251209213100958 0.18175268219616858 -0.2746397763350657 0.23103437887266412 1.4854287928062029 0.029214518390360936 -0.119727421105328 1.8251209213100958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 9 10 -2 -11
right_child=8 4 7 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.018360105138158288 0.16628019706888403 0.012171323930880667 -0.015920686584617334 0.023874024554465741 0.053357991246562153 -0.0076097604202321478 -0.02670406018753764 -0.093113501166699239 0.068868983878713319 -0.087640498330104261 -0.10558972158585206 0.026701758181111496
leaf_weight=801.13123741868185 6.1043349094688892 3318.0795935892966 533.22903868719004 4007.6005939159077 512.30169098684564 11924.624624094111 184.48039937159047 79.572855498176068 8.3884064182639104 134.44720364781097 4.6027540129143727 2.7536962851881972
leaf_count=21189 9 60963 2363 24929 2005 108443 922 286 23 2623 56 10
internal_value=0 0.00173779 0.0120021 0.0168378 -0.00175345 -0.00330375 0.0321607 -0.0259442 -0.0678375 -0.0755907 0.049409 -0.0853456
internal_weight=0 21361 5421.53 4808.73 15939.5 15242.7 696.782 612.802 156.296 147.908 10.7071 137.201
internal_count=223821 221100 48767 46118 172333 169406 2927 2649 2721 2698 65 2633
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=15
num_cat=0
split_feature=1 119 127 96 136 115 195 174 128 13 151 151 181 36
split_gain=70.7192 68.048 69.2301 63.7757 76.0859 62.0093 61.4768 52.5338 20.6782 24.9234 24.6956 20.5269 7.11916 22.8313
threshold=-0.41611004622360298 -0.087587546166509794 -0.047530461261434891 0.83884466726589313 0.66626335520661295 0.59222304543589155 0.42458918180585276 0.52882177897615834 0.22872624578739884 -0.28554494093946653 -0.081429631008959752 0.60475903686164834 -0.0765223002596222 1.9996103625565913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 12 11 -11 -10 13 -1
right_child=1 3 6 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.35989033627685418 0.0070288988262242865 0.0031726909477196603 -0.031428157752078842 0.04988315664682489 0.0021571009189899639 -0.025205720731355599 0.001131027232287946 -0.04886061868165717 -0.042137209874055163 -0.032453938891406388 0.24814345614262559 0.11679340529076115 -0.072606294112986983 -0.046063303695207704
leaf_weight=1.5869766459800292 2221.4950274440926 19576.363531731302 1759.0262501449324 629.79293053597212 711.30526492698118 801.50739318970591 865.1302449752111 181.95690210582688 106.48980786115862 5.847667392808944 6.7653017137199623 8.7979896785691363 176.87187525106128 10.907621088204904
leaf_count=183 18956 142979 17345 3331 6256 12613 10663 4577 1983 78 47 109 4334 367
internal_value=0 0.00101984 -0.00946381 0.00344665 0.0245697 0.0020565 -0.0206941 0.0027977 -0.0464718 -0.0154077 0.118052 -0.0300087 -0.0674529 0.0054981
internal_weight=0 26746.6 5027.61 21719 1341.1 20377.9 2624.16 2403.45 317.267 127.901 12.613 115.288 189.366 12.4946
internal_count=223821 216720 51541 165179 9587 155592 28008 23533 7101 2217 125 2092 4884 550
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=13
num_cat=0
split_feature=145 57 70 90 77 133 136 66 105 29 166 5
split_gain=134.735 121.027 111.576 132.866 95.8918 41.3044 37.723 15.2125 12.9413 10.2528 11.0116 6.67587
threshold=-0.30231291753226025 3.614584379182241 -0.02588587650147376 0.02615157329693717 -0.029323673258195567 0.053599993295993693 -0.10406535408728355 6.486065342373486 55.73806727090362 -0.27630609543263568 -0.2616488824423378 0.058384606790263111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 11 -11 -1
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.15285219746546097 -0.074228087861170078 0.0053980215919284397 -0.02130918285709078 0.0036296245455927864 0.036033573867131102 0.041909497326729224 -0.035774933920797856 -0.2356404919201677 -0.61177572603505526 -0.084141077551108528 0.0272794106252509 -0.3964035969421893
leaf_weight=5.6715789565932928 189.08075695461594 6756.4215105629992 3538.1911337006604 5391.7865866759093 1203.747852303437 71.805429580621421 482.7823567049345 6.0249096732586613 0.46402613655663927 176.22783800616162 9.3400220100302231 1.4040707051753996
leaf_count=120 5849 48137 56307 56204 19841 1300 13033 35 8 22772 208 7
internal_value=0 -0.000322914 0.00142218 -0.00625151 0.0100308 -0.0396389 -0.0257167 -0.0792125 -0.0843084 -0.0830378 -0.078533 -0.201182
internal_weight=0 17639.8 16890.1 8929.98 7960.17 749.693 554.588 195.106 193.108 192.644 185.568 7.07565
internal_count=223821 200706 180489 112511 67978 20217 14333 5884 23115 23107 22980 127
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=13 127 93 157 125 128 64 156 67 169 126 119 49 175
split_gain=116.181 125.719 170.412 188.954 121.22 117.103 142.862 117.465 108.19 89.2053 55.1913 48.2213 43.9131 13.2878
threshold=-0.30433634008384491 -0.28355867252594408 -0.048658534172577123 -0.30939413277808919 0.6254541825356944 0.36260627480027924 -0.032071292272413975 1.3821839424632436 -0.10289150091543139 -0.067711370586270067 0.97377478066603362 -0.19369241686337882 -0.1966156968630314 0.3389074348314457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 6 -3 -7 12 -10 11 -6 -1 -12
right_child=1 5 3 -5 10 7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.012333767735654921 0.076210471905041099 -0.026480804422231569 0.059356953175346998 -0.06574352251940821 -0.12781740088392393 0.003140907244332543 0.0070165972021403247 -0.039610208563224968 -0.016871554771612046 0.02629629736332775 0.10086299449463682 -0.027669680413105247 0.067305185614988217 0.020119839974518588
leaf_weight=77.89103668089956 121.5825936452602 1457.3310795642319 139.49034204287454 898.02617339137942 53.726467768661678 1152.9767726237187 10076.260241137119 1452.2274744194001 678.18890903890133 1627.4832398053259 27.664885642006993 457.40759530337527 623.23621201980859 77.420425493270159
leaf_count=599 1994 31566 818 31705 189 6365 112871 13651 4167 10036 134 3973 5345 408
internal_value=0 -0.00413689 -0.0357983 -0.0489242 0.0157784 -0.00154128 0.00278402 -0.02069 0.0240591 0.0135989 -0.0246267 -0.0381964 0.0584578 0.0413764
internal_weight=0 15297.9 1159.1 1037.52 3623.02 14138.8 11533.6 2605.2 3006.8 2305.67 616.219 511.134 701.127 105.085
internal_count=223821 198970 34517 32523 24851 164453 144437 20016 20147 14203 4704 4162 5944 542
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=190 186 12 126 81 115 34 73 130 73 81 4 104 92
split_gain=124.252 196.305 149.903 188.709 111.266 72.5986 93.4781 62.0148 22.1005 50.1892 42.0643 28.4091 13.6083 31.2385
threshold=2.9733229272761257 47.250000000000007 1.3895774741248155 0.90739458461884259 1.8166894530811681 0.13295849054109149 0.15393897536907417 0.56019327570912736 0.38233414729324361 0.64170925280292102 0.32284209632030103 0.087694712123931082 1.4645984614579577 2.062217928418641
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 12 10 -10 -11 -2 -14
right_child=8 5 3 -5 -6 6 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.021844504855842543 0.070387516782395118 -0.091291856758026646 -0.026903639682863308 0.0029599045966282453 -0.049859337729389934 0.0049494738568776845 -0.050934540027881864 -0.029831174634417743 0.036042070312528755 0.12131025052553837 -0.15233531818188009 0.028106061535278389 -0.14422789682661555 0.067887376065742161
leaf_weight=3906.6980939382338 272.59825360029936 316.39229779993184 2800.1601406125701 8660.0213557557436 229.1018397975713 720.8318579569459 511.86859153956175 341.23634801059961 21.294223129749298 38.948115222156048 26.737759776413441 203.95366405695677 10.084498055279253 22.287551362067461
leaf_count=23688 884 1169 84685 107819 812 2032 1149 796 42 64 54 500 26 101
internal_value=0 -0.00213608 0.00155267 -0.0043369 0.0178725 -0.0325698 -0.0182559 -0.0594006 0.0442984 0.0245813 -0.0688212 0.0430509 0.0631081 0.00180951
internal_weight=0 17486.3 15596 11460.2 4135.8 1890.33 1232.7 657.629 595.904 290.934 48.032 242.902 304.97 32.372
internal_count=223821 222150 217004 192504 24500 5146 3181 1965 1671 660 96 564 1011 127
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=15
num_cat=0
split_feature=19 121 120 133 126 7 126 114 195 145 1 168 114 120
split_gain=74.9315 92.375 94.4169 138.794 89.9216 87.1933 59.0153 57.633 52.2655 41.73 35.7285 34.131 31.1869 16.9965
threshold=0.43315013871521774 -0.4301644044346602 0.30058417552037403 0.04973168661055407 0.91504580678966585 0.60260869139966078 0.89413448874438439 13.674991072652162 0.37047144052033526 -0.35262369375001951 -0.54541238216397847 5.5097137558661027 2.0413721434886729 8.0066504783258008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 10 13 -8 -1 -10 11 -2 -12 -7
right_child=5 2 4 -5 -6 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=-0.11339190811330646 0.14971854174731811 -0.0099515506406916976 -0.013851815671550211 0.018512915609417264 0.0036835207960129847 -0.077649913778773241 0.064183735546037457 -0.038934761006746706 0.061733076496407996 0.18111095097318405 0.60288381979325623 -0.068838032887420617 -0.050442987179497911 0.27502891324029449
leaf_weight=14.03062272351235 17.848465546965603 2424.809535057866 5070.8422866878682 5835.7763969942462 6908.6793256166857 62.55766966752708 202.87423819350079 73.95857795572374 137.10152771510184 37.234464626759291 0.73144808551296492 11.915472211316226 672.91736900410615 1.3969855387695123
leaf_count=158 13 26702 91409 24554 53974 2811 2857 961 632 61 94 44 19519 32
internal_value=0 0.00258124 0.00193252 0.0101575 -0.00373906 -0.0248829 0.0166329 0.0366346 0.0722862 0.0872297 -0.0449963 0.0622232 -0.0497336 -0.0699462
internal_weight=0 20428.5 20240.1 8260.59 11979.5 1044.2 340.787 276.833 188.367 174.336 703.413 29.7639 673.649 63.9547
internal_count=223821 197490 196639 51256 145383 26331 6661 3818 851 693 19670 57 19613 2843
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=15
num_cat=0
split_feature=157 96 108 157 82 63 127 25 49 145 193 119 157 105
split_gain=70.4803 73.3797 116.611 99.1796 77.3338 74.2597 74.2551 70.3482 21.1904 22.1332 16.8159 26.2161 11.7153 0.887713
threshold=-0.37831900733489693 0.16749802945904677 1.5561518627052353 0.24952513623930675 -0.14052255117936113 0.45291870775686099 0.2389486241669834 0.37354725613039347 3.7066762626503582 -0.038834512888391674 -0.045788324618130878 -0.10809684977891897 -0.44008793154397435 2.5162049292289161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 10 -10 11 -1 -12 -11
right_child=1 5 3 -5 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.083013157604367796 -0.019069204399426262 0.01317516523094403 -0.019162122372623682 0.020207353913948622 0.005097051419488032 -0.046544327313350398 0.019226500177190006 0.059444109531977922 0.38503613041384871 0.05178675013349069 -0.059987622657528383 0.42958974704943115 -0.028379301435969253 -0.083831867050549583
leaf_weight=2.0500830817036335 1456.5534301837906 3859.8861774988472 4807.7256227782927 738.1281924135983 14571.728004435776 396.52144111646339 302.69432575674728 359.18312368635088 2.4317746707238257 0.67692324705421869 181.25480708025862 1.9436126025393594 332.11904585117009 1.6817587297409771
leaf_count=77 10880 19277 33255 6239 128421 6760 2639 2972 24 8 5328 88 7803 50
internal_value=0 0.00108925 -0.00142361 -0.0139222 0.00290097 0.0121119 -0.0180718 0.0171142 -0.0360105 0.173343 -0.037949 0.166455 -0.0395391 -0.0449104
internal_weight=0 26492.4 21574.1 5545.85 16028.3 4918.29 699.216 4219.07 522.158 4.79046 517.368 3.9937 513.374 2.35868
internal_count=223821 210443 178795 39494 139301 31648 9399 22249 13378 82 13296 165 13131 58
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=167 169 116 136 59 76 115 76 17 187 91 16 63 126
split_gain=137.816 115.7 117.524 115.549 78.9319 70.5516 52.3547 43.6644 25.8643 22.554 17.0936 12.2284 32.0858 11.379
threshold=-0.24167835467016704 1.7697375158738764 0.48047036739154586 -0.052301012542106402 0.84336650602989527 -0.19729170919648961 0.46250230914585694 -0.26053118920291979 0.71342477138635851 0.2705549356804049 0.015114057277958519 -0.57681527949399702 0.046779755264206878 0.90032024425040247
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 -1 8 -3 -9 -8 12 -7 -13
right_child=1 7 4 -5 -6 11 10 9 -10 -11 -12 13 -14 -15
leaf_value=-0.079183364935254408 0.012379541787995387 0.10801780667187083 0.031289034525087474 -0.0080130574247755729 -0.0028439714534654573 2.1598487070187296 -0.010714466773355618 -0.095653736624692065 -0.091257104477379725 -0.043393256678771197 0.18690836968376834 -0.097662868475897252 -0.080291675677924362 -0.058985641190199438
leaf_weight=15.880474666133521 3853.429298114148 26.821100708097219 1964.224381293403 9961.2359461861779 1034.2030609510839 0.089278427592943355 5.4385602623224285 107.68658222560771 8.6021707504987699 354.2078641023254 22.419596262276173 99.900077321828576 0.22526966384612024 318.84182360803243
leaf_count=78 36126 91 19838 111088 7553 21 15 561 26 2500 51 7714 33 38126
internal_value=0 0.000164205 0.00157027 -0.0023248 0.019516 -0.0551307 0.0657238 -0.0473715 0.059626 -0.0555773 0.148328 -0.0677448 0.555529 -0.0682129
internal_weight=0 17310.4 16813.1 13814.7 2998.43 462.795 43.7386 497.318 35.4233 461.894 27.8582 419.056 0.314548 418.742
internal_count=223821 177783 174605 147214 27391 46038 144 3178 117 3061 66 45894 54 45840
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=151 115 142 1 154 55 187 72 165 154 197 180 74 1
split_gain=108.088 126.906 127.746 102.242 89.2172 103.047 79.8449 77.6382 71.7882 64.6205 52.2588 47.3695 38.3422 36.7455
threshold=-0.15990776069109683 0.065481356056770509 0.093929894246064974 -0.43689263279315416 -0.019801800041460059 0.081456352466055731 0.58143319188443321 0.077446310112262898 0.070491036660154771 -0.20042975886307132 0.039176900623248148 32.688755020080329 0.58546439030867992 -0.31013979544706122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 11 7 -3 -6 -7 -10 -1 -8 -4
right_child=1 6 13 -5 8 9 12 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.05594277612930413 0.050470569646924535 0.080835444965030326 0.12499319847783807 -0.0052387090026765866 0.075353079957779734 -0.0027067542394248077 0.019792192950477069 -0.044919939012502665 0.0080564114868500025 0.030538607442209736 0.042124810957528937 -0.0099519218119163578 -0.025205901583974663 0.040223372307618507
leaf_weight=264.57607870537322 341.28888506442308 50.828973533352837 58.924463376402855 9488.1744134284672 264.05831846932415 1086.9858571485383 413.07502450537868 1437.6943545329268 1299.7137164961314 1265.1785322116339 688.90704091382213 1458.5751945978263 349.64068989478983 386.83791420655325
leaf_count=1759 2201 424 278 97300 3026 14164 3727 59711 10553 9231 3748 10462 4446 2791
internal_value=0 -0.00564129 -0.000929971 -0.00330443 0.010393 0.00156499 -0.0271449 -0.0406257 0.0263636 0.0151752 0.0198585 -0.0170134 -0.00083563 0.0514289
internal_weight=0 12526.5 10275.2 9829.46 6327.99 4075.32 2251.24 1488.52 2252.68 2352.16 1988.62 1723.15 762.716 445.762
internal_count=223821 170878 102570 99501 52943 35616 68308 60135 17327 23395 14301 12221 8173 3069
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=118 103 157 76 80 64 129 186 25 64 129 87 165 107
split_gain=125.897 129.673 194.097 236.252 111.89 176.776 121.384 96.2658 66.1044 92.9918 69.4907 62.8287 58.5806 48.38
threshold=0.86487457214777053 0.48057271822466063 -0.11452773448191934 -0.013861035673481089 0.69309425618011233 0.56726904090726082 1.0157143535032245 41.750000000000007 0.051693379766302679 0.061012918653852492 1.020384058374135 0.0095577872409869213 0.20310613360104071 -0.28357798359201031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 -6 -3 -1 9 11 -10 -2 -11 -12
right_child=8 4 3 -5 5 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=-0.022151231486530497 0.039167548629842196 -0.035358377224163989 -0.030286067469529838 0.017286010106888874 -0.037441094833236488 0.010472590976408788 0.026921727734052915 -0.073475031209637262 0.024428557140656094 0.0096754301242108348 0.049056417336312642 0.26044046709586188 0.15500767652282277 -0.043450958591037613
leaf_weight=3844.9260583996074 19.679274082416669 350.76815781823825 1525.4271403091261 3307.2736029038206 1160.4457698729821 2288.7150456625968 2901.963248094311 403.840066523524 1634.5357373164734 148.90315162925981 70.917937017511576 36.881364005850628 34.083608533255756 278.74397867568769
leaf_count=55640 473 2139 83408 50101 2718 8945 9932 1285 6980 503 144 656 108 789
internal_value=0 -0.00365118 -0.0114378 0.00227003 0.00690009 -0.00564763 0.0202056 -0.0270295 0.0217636 0.0713851 0.0157729 0.183452 0.0367454 -0.0246887
internal_weight=0 15783.4 9081.47 4832.7 6701.89 3449.16 3252.73 4248.77 2223.75 239.547 1984.2 56.5606 182.987 349.662
internal_count=223821 214168 190434 133509 23734 11663 12071 56925 9653 1740 7913 1129 611 933
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=14
num_cat=0
split_feature=148 191 112 166 11 140 175 108 2 181 65 122 38
split_gain=66.8998 72.825 97.0269 95.2776 83.6751 79.9546 51.6184 32.8844 17.9334 14.9702 13.4121 7.07102 0.983025
threshold=-1.4179270228356258 2.7385566629752791 0.52323103716674857 0.2203676166694295 0.23519829009056997 1.79249422658816 0.96157274232585888 1.8152720299971936 -0.41228760444903761 -0.035750604587013374 0.35654976410513256 -0.13337949322167017 -0.15284009514943983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -5 -4 11 10 -10 -1 -11
right_child=1 2 7 6 -6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.19271485267352242 0.0010338686017802592 0.075146055664224665 0.030132922558892751 -0.00052382033751661116 0.033646868066480186 0.5230049507176896 -0.042183160271724758 -0.062807384340968858 -0.091176477755883556 -0.15886387368907087 0.23087149627710854 -0.0072867102896924003 -0.094007595256883972
leaf_weight=3.0127248261123896 18821.927044040174 243.13676814967766 72.175299530848861 485.55961828236468 821.02722000144422 4.0526633467525235 767.64119052764727 80.56525828782469 2.4517435296438626 2.3950901068747035 2.7365782260894775 4.2776638483628622 96.371341665508226
leaf_count=12 156442 1198 340 16390 13490 24 34740 317 45 5 2 32 784
internal_value=0 0.00150045 0.0437704 0.000691444 0.00239701 0.0824887 -0.026042 -0.0188898 -0.0762501 -0.0868827 0.0786876 0.0753632 -0.0955804
internal_weight=0 21296.1 399.93 20896.2 19643 247.189 1253.2 152.741 111.245 103.955 5.18832 7.29039 98.7664
internal_count=223821 222941 1879 221062 169932 1222 51130 657 880 836 47 44 789
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=15
num_cat=0
split_feature=66 57 195 180 176 5 183 189 56 68 39 77 84 94
split_gain=64.1482 80.3189 82.0415 86.3048 79.8965 86.8176 64.7729 55.4569 45.1821 39.5944 68.4524 30.9438 48.271 42.3399
threshold=1.1724973307859636 5.8768458312729601 0.53494411225222083 30.570950468540833 0.38245162417534156 0.17928308401372708 1.0613943641744503 33.500000000000007 -0.14120981755419795 -0.14558436901605554 -0.060087081911935562 0.099009487598654924 0.07123766626207638 0.0037724499604569546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -4 9 -6 -1 -11 13 -13 -9
right_child=1 4 6 -5 8 -7 -8 11 -10 10 -12 12 -14 -15
leaf_value=-0.053080486208796622 0.060647451962234304 -0.0023425340877825918 0.065968108108401813 0.0036033709101177696 -0.14249126676508325 0.017071647642816042 0.015794168023634491 -0.012963904422325321 -0.015904194117607216 0.071456596339193629 -0.001414376202269665 0.014712821790781112 -0.035846013825522195 -0.054559845592438816
leaf_weight=102.88361382507719 279.49443343305029 12159.947377692326 445.24436274776235 5194.7548141451553 28.49162938259542 2841.6893287461717 609.5399561887607 434.09013808122836 2717.6742661967874 159.90186449675821 665.05273989448324 393.02860233769752 363.4825984344352 560.9038685047999
leaf_count=2105 2372 80313 4201 44810 72 20564 4611 5848 31656 2981 7576 6976 2941 6795
internal_value=0 0.00195303 0.0114364 0.00651583 -0.00153568 0.001335 0.0369735 -0.0143516 -0.0172175 0.00541506 0.0127103 -0.0248227 -0.00957929 -0.0364126
internal_weight=0 24276.8 6529.03 5474.25 17747.8 15001.6 1054.78 2679.34 2746.17 927.838 824.955 1751.51 756.511 994.994
internal_count=223821 188599 55994 47182 132605 100877 8812 35222 31728 12662 10557 22560 9917 12643
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=106 68 195 78 49 192 156 49 139 34 178 24 130 27
split_gain=130.077 129.497 109.166 135.27 124.473 104.4 107.593 84.3326 80.5756 76.6989 83.7392 59.592 24.7465 33.7983
threshold=-0.041474138809848252 0.098296629418191908 0.31205088270162501 0.012897439933438153 0.85513985033424234 15.290040561699813 5.5120840824483492 -0.045260845560117426 -0.25930638595179151 -0.084934938619832048 0.35075555163639355 -0.083738348673095167 -0.3747954953705695 0.15703550539221028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 8 -5 7 -7 -2 -4 10 -3 -11 13 -1
right_child=2 9 3 4 -6 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.16431807122602005 0.064426458211170143 -0.056352290223918168 0.012334334426904341 0.023107945378793501 -0.017700462720013143 -0.029729527228699894 0.005541053170880602 0.0022584183101595841 -0.018462303915688188 0.055164395520685507 0.11291749725364944 -0.020091659162856327 -0.06194599354774101 -0.058872879318272522
leaf_weight=11.625787187309472 259.12279894918902 41.389306842116639 1360.6495401407592 5354.5566731250728 868.70165814831853 2599.5280363057973 1296.108598967432 1381.7703764011967 2261.7797523474437 114.26224136794917 99.45065447781235 1329.8605429095915 698.45800984921516 16.294376091158483
leaf_count=653 3370 953 11209 52625 5277 23444 9915 9666 19339 334 793 11511 73608 1124
internal_value=0 -0.0232913 0.00215154 0.00846883 0.0174115 -0.00908258 -0.0179947 0.0120757 -0.00689453 -0.0072674 0.0631734 -0.0141372 -0.0582557 0.0340625
internal_weight=0 2311.34 15382.2 9845.69 6223.26 5536.53 3895.64 1640.89 3622.43 1584.96 140.84 1444.12 726.378 27.9202
internal_count=223821 88976 134845 88450 57902 46395 33359 13036 30548 13591 1746 11845 75385 1777
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=67 14 142 74 117 46 87 42 142 71 117 179 131 4
split_gain=106.922 91.6487 96.8795 144.384 94.9244 75.0181 78.5511 85.8233 66.3231 74.4182 51.8622 30.7055 47.7945 25.4555
threshold=-0.08950821473722427 0.21890443661319992 -0.043063574851107976 -0.13942365370885901 1.2676375400873157 -0.025048541522542097 0.068161345387798195 -0.078625837991397621 0.022431867627603696 0.092771362854932662 1.6717714771388821 1.5217019985974198 1.102116674759587 0.066631994071122733
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 9 -7 -8 12 -3 -13
right_child=1 11 4 -5 -6 8 10 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0073508612234688565 0.041408893499320719 -0.063654677388086708 -0.0072834032893420086 -0.037481968364779322 0.010106588972990259 -0.12094633846245306 -0.03554736246291916 0.041594934812401479 0.036905278025187178 -0.001293077570539605 0.028020833895319588 0.5366935276471011 1.5470036551716955 0.013368923216797904
leaf_weight=1390.8437313560862 275.60074684256688 338.06861123605631 7355.8114358165767 1465.9894272296806 5475.4059808023158 110.32686425896827 393.15525013965089 1544.7022731009638 93.16874159919098 98.285266418009996 190.54462058155332 0.94895509537309308 0.18433514621574332 45.282393488218077
leaf_count=12465 2329 67308 65348 11832 46927 581 2491 11790 564 540 829 9 29 779
internal_value=0 -0.004138 -0.00286654 -0.0249978 0.000137348 0.0146052 0.0187083 0.0253703 -0.0332437 -0.064573 -0.014796 -0.0523293 -0.0627769 0.0241108
internal_weight=0 14957.3 14572.8 1741.59 12831.2 3821.03 3519.25 2935.55 301.781 208.612 583.7 384.484 338.253 46.2313
internal_count=223821 194561 126436 14161 112275 29260 27575 24255 1685 1121 3320 68125 67337 788
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=14
num_cat=0
split_feature=118 115 161 10 151 75 176 14 61 116 127 123 128
split_gain=108.768 110.178 127.368 172.899 133.989 45.2959 33.4644 27.5956 29.0735 23.6338 21.6619 16.9253 2.28616
threshold=3.9876387932542934 -0.17518756583639053 0.037395531155614427 0.5589261412861587 0.14981855337027175 0.06604559517466245 -0.12464121036467964 -0.38517448863208587 1.0298635706786363 -0.2214062402196342 0.39365042767465469 612.50000000000011 0.050179586299708402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 10 -7 8 -2 -9 -1 -11 -10
right_child=7 2 3 -5 -6 6 -8 9 12 11 -12 -13 -14
leaf_value=-0.075097713810662367 -0.23230936904448077 0.012283922891239819 -0.019316234499866601 0.015459766237068748 -0.020475583101453483 0.064621679749836056 -0.15200310466980138 0.20750522314999689 0.087456725949344685 0.10390123032483647 -0.023731770079825628 0.045935782736755471 -0.0167062170132296
leaf_weight=295.95193941600155 6.1800280525349072 8445.771486781945 5325.0494081365759 1954.3735326896422 1465.1048617942724 49.712656149640679 8.3255642484873515 12.514212927082552 5.7143214605748636 77.547492036130279 113.62041083350778 143.7488926735241 3.3378591164946556
leaf_count=21341 32 81639 82632 14761 20149 102 24 33 32 289 2289 477 21
internal_value=0 -0.00123866 6.41399e-05 -0.0099796 0.00744115 -0.0491322 0.0335469 0.0653124 -0.0651045 0.0738087 -0.0608482 0.0662482 0.0490482
internal_weight=0 17657.9 17190.3 7279.42 9910.88 467.611 58.0382 249.043 15.2322 233.811 409.572 221.296 9.05218
internal_count=223821 222937 199181 97393 101788 23756 126 884 85 799 23630 766 53
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=15
num_cat=0
split_feature=194 128 195 63 63 34 122 119 65 1 140 161 100 2
split_gain=70.1589 106.842 90.4703 191.716 169.2 134.968 128.879 99.3777 82.2483 68.2077 96.1813 59.1696 143.114 102.984
threshold=-0.013879734905696739 0.3538511039810936 0.33048575801490149 0.067300430950174392 0.064023336195829783 -0.057785912886542702 -0.23785460279206508 -0.096646520874238029 -0.023509261090743378 -0.15077955282111263 -0.026179550295386905 -0.1172475877018939 0.036302909004989829 -0.22056580931809414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 8 -6 -2 -5 -4 -3 -11 12 -1 -13
right_child=2 9 4 7 5 -7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.024089225263132175 -0.040654342135018395 -0.010116309381060826 0.017278439461409809 0.030258055859425294 0.028947095241102068 -0.0017720194592605936 0.028769004394008729 -0.024638437656443812 -0.018778150635813923 -0.071354602935842767 0.090240019359336274 0.023245532016693382 -0.034291327385113937 -0.059857666341336081
leaf_weight=714.45648100273684 285.61963980691507 233.81011951901019 724.58501888200408 418.13457704335451 2288.2440392633434 3814.5007278291741 4193.2401728247642 1560.2504781262251 4985.7041288139299 44.056241570855491 224.65161984134465 189.89951978903264 1018.483554053586 694.39349868876161
leaf_count=7458 3851 1046 19622 2528 9300 25962 48358 10218 51645 1458 965 853 7615 32942
internal_value=0 -0.012854 0.00337212 0.0128899 -0.00183052 0.00974621 0.0243418 -0.013036 -0.0142029 0.0293794 0.0637456 -0.0209629 -0.0102222 -0.0420115
internal_weight=0 3119.75 18270.3 6457.24 11813 6102.74 4478.86 1978.39 5710.29 502.518 268.708 2617.23 1732.94 884.293
internal_count=223821 52337 171484 64955 106529 35262 52209 12746 71267 3469 2423 48868 15073 33795
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=13
num_cat=0
split_feature=160 8 130 161 0 128 122 157 88 83 108 157
split_gain=63.2448 89.2713 63.0836 67.7221 38.5956 33.9938 33.7022 26.4933 18.8482 34.9623 10.714 9.66629
threshold=-0.35230613203342798 -0.32580655166254308 -0.46334958906257623 -0.029366608398858064 1.0588226375791423 0.45011115523218098 0.047123228020820078 0.18929641709140291 0.0030137322046474863 1.7462698741059068 1.9112849514536736 0.015107401267191853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 10 -6 -3 8 9 -1 -2 -10
right_child=1 2 3 -5 5 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.027089139920012623 -0.067615165118155893 0.017293256218130715 -0.0050929514414296412 0.0054923864639250773 0.06711279423518865 0.20042454957233882 -0.034096450645822653 0.17502717866651174 -0.071982769230449425 0.61272804826052263 0.23752728694222658 0.16079952322037799
leaf_weight=301.33060982928146 22.575933161075231 153.45649014343508 9951.5205348810414 15392.330511629581 154.24113206693437 21.835570598952472 757.86574624851346 5.8310644030570975 143.61744577926584 0.85648745577782293 1.2124523371458042 1.806292951107024
leaf_count=13670 375 1705 81123 112764 2052 240 8674 23 3156 17 10 12
internal_value=0 0.000913274 0.000406444 0.00133595 0.0674928 0.083645 -0.025443 -0.0367521 -0.0395109 -0.0252757 -0.0520626 -0.0690914
internal_weight=0 26455 26255.2 25343.9 199.865 176.077 911.322 453.442 447.611 302.187 23.7884 145.424
internal_count=223821 206943 204266 193887 2677 2292 10379 16878 16855 13687 385 3168
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=14
num_cat=0
split_feature=10 142 116 95 118 76 77 124 152 161 13 76 186
split_gain=121.428 95.9037 115.023 116.41 79.6332 41.7274 27.9061 29.6182 24.2444 22.2157 26.4186 13.985 9.05248
threshold=-0.21132068887643277 2.4667753125852401 0.36300019912827924 -0.030118674368643256 0.25568335840782386 -0.24601810379071293 -0.24806587988364107 -0.54751496203921202 -0.11442795488453562 -0.20298939777879663 0.39693626419949024 -0.11008343109681619 25.750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 8 -8 -3 11 -11 -7 -1
right_child=1 6 4 -5 -6 9 7 -9 -10 10 -12 -13 -14
leaf_value=0.033417527458659058 0.02197074036808893 -0.027518674142402368 0.023806340827519451 -0.006922594833982232 -0.008305682333703138 -0.016667199220843348 -0.32626216425292193 -0.044810301328331595 0.10166300602849861 -0.014954769091963818 -0.30334309286849748 -0.081406357512856797 0.1832979539382226
leaf_weight=8.4497123751789349 1600.9039767821669 35.704637836664915 3165.266316061141 10811.242065851635 1021.4653887432069 38.153657542774454 3.765825478360056 523.92234805296175 24.495103156194091 118.2429275434697 3.2642377992160609 266.01975044843857 7.7037259936332694
leaf_count=29 14902 112 29951 118138 6919 344 32 3158 126 7394 26 42677 13
internal_value=0 0.000232887 0.0016387 -0.00319597 0.0159718 -0.0528607 -0.03946 -0.0468189 0.025045 -0.0588472 -0.0227022 -0.0732859 0.104897
internal_weight=0 17186.8 16598.9 12412.1 4186.73 441.834 587.888 527.688 60.1997 425.681 121.507 304.173 16.1534
internal_count=223821 173338 169910 133040 36870 50483 3428 3190 238 50441 7420 43021 42
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=77 73 187 128 27 163 186 66 54 124 165 118 92 27
split_gain=104.656 104.922 146.496 122.913 74.0497 52.8889 47.0119 65.0862 49.1319 24.9779 23.7074 23.4086 6.29352 0.138228
threshold=-0.15977782285066197 0.52793544927981872 0.38888888888888895 0.27598895000420004 0.73941281161097006 -0.34916053531586649 71.750000000000014 1.9512816275467375 482.12358468490385 -0.14976062298405377 0.18928405544807334 -0.25578276446872722 0.038468286296266925 0.055538849101563051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -3 -8 11 -11 -7 13 -1
right_child=1 6 4 -5 -6 9 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.096124992633509293 0.0044150403049251384 -0.002314527588326482 0.021221956368017561 -0.019359712601888138 0.076958264532232312 -0.2344350183366482 0.0064607089807864632 -0.041166166372203855 0.16369893695985235 0.046629530707286038 -0.060112624968214116 -0.070096425467906273 0.26303767637748765 0.12325237587529646
leaf_weight=5.5660706311464292 11661.391914416512 705.74037268862594 1688.6770897051319 2672.9761652958696 277.54442686424591 8.9706724560237472 230.77692750853021 1108.3992807295872 21.744704706594348 37.111426107469015 47.36062688275706 256.51604786387179 3.6177185773849478 2.8351315632462502
leaf_count=39 154166 4610 8944 20501 1859 109 1940 17396 205 243 1656 12125 16 12
internal_value=0 0.000801557 0.00349275 -1.83151e-05 0.0290895 -0.0534959 -0.0204249 -0.026052 0.0200005 -0.0605797 -0.0132172 -0.0756493 0.152765 0.10528
internal_weight=0 18367.3 16300.6 14334.4 1966.22 361.978 2066.66 1814.14 252.522 349.959 84.4721 265.487 12.0189 8.4012
internal_count=223821 209621 185470 174667 10803 14200 24151 22006 2145 14133 1899 12234 67 51
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=15
num_cat=0
split_feature=130 35 115 19 22 67 96 67 108 168 154 194 115 89
split_gain=103.525 108.394 116.548 111.983 168.579 94.694 82.6759 65.1609 63.8292 64.4734 29.9003 24.33 18.5081 9.72189
threshold=-0.49205658326346352 0.12576628776700657 0.8512597233086282 -0.11621584606948157 0.16958986246163557 -0.14653466827487474 0.46415254012712015 0.097151909457671048 1.6328285592603728 17.127815162363802 -0.44198834806796694 0.24665717534650264 -0.075142922633537376 -0.00059143627096549221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -5 -3 -4 9 11 -11 -1 -10 -14
right_child=1 2 7 5 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.068781577978699757 -0.0069437682521637303 -0.01579880632141303 0.46884773897816967 -0.057341555012929361 0.034769687122661576 -0.0012811558657120274 -0.053574791425025206 0.01273933301810757 -0.083674092440976802 0.18082553697141857 0.040292955811425162 0.081331617511937696 0.15138285176290064 0.089251933948243628
leaf_weight=82.208365575817879 1695.8161475728266 2092.4454861537088 3.1427145232446483 311.34617823717417 2260.0064672661247 9344.9460535934777 801.19417691975832 937.33602119237185 5.6406765845604232 17.037070314283483 135.95474593876861 12.429513396229593 30.713448669761419 139.90395783586428
leaf_count=4097 23078 51142 39 5156 12735 115546 1968 5244 43 237 3700 65 43 728
internal_value=0 -0.00146671 -0.0163186 0.00271662 0.0168876 -0.0030887 -0.0262583 0.0142635 0.0485493 0.0158109 0.0559426 -0.0490661 0.0945444 0.100436
internal_weight=0 17446.2 3834.12 13612.1 3955.82 9656.29 2893.64 940.479 423.888 247.63 152.992 94.6379 176.258 170.617
internal_count=223821 214908 58393 156515 35813 120702 53110 5283 8913 8099 3937 4162 814 771
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=15
num_cat=0
split_feature=65 65 180 14 137 180 74 180 108 68 183 80 132 98
split_gain=63.8808 98.5404 169.652 154.159 104.169 126.513 105.895 73.8899 63.7832 104.663 39.9235 37.9622 15.3224 33.0723
threshold=-0.048010436191745463 -0.025785619925384761 34.264390896921022 -0.060715217905705651 -0.0046280565457006003 11.526773761713523 0.21289172173127277 34.916331994645255 1.5737048344556446 -0.041102231007500663 0.93312644517463805 0.046049056721417035 0.32933079240513713 -0.03060618289573588
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 -4 5 -3 -6 12 11 -10 -2 -9 -1 -14
right_child=1 4 3 -5 6 -7 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.078477518358343212 0.36908063478072051 0.090709699448797879 0.0079605323650901415 0.094510327333736016 0.013760232958407973 -0.015887254111342303 -0.0030868939892615428 -0.049925370708345761 -0.062539956583404374 0.083606463666023284 -0.060049952039150735 0.035459382305298152 -0.094175310181492111 0.27536824720431968
leaf_weight=230.29761192272417 2.1944197749253354 114.3043782429304 406.04323340440169 417.2932051543612 6680.5732541302568 4291.1398357595317 8450.41984550294 278.41156772815157 73.435190103482455 147.27902043401264 179.74726762541104 64.049399489536881 6.3699798067100346 3.9072536842431855
leaf_count=9957 62 428 4435 11601 66137 66899 40748 14203 1178 1493 5196 1407 62 15
internal_value=0 0.00198239 0.0325153 0.0518267 0.000411272 -0.0131215 0.00435138 -0.0267558 -0.00693888 0.0349812 -0.0548742 -0.0339561 -0.0731462 0.0463197
internal_weight=0 20541.7 1005.28 823.336 19536.4 4405.44 15131 803.75 563.175 220.714 181.942 342.461 240.575 10.2772
internal_count=223821 195506 21294 16036 174212 67327 106885 28315 18281 2671 5258 15610 10034 77
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=15
num_cat=0
split_feature=118 80 95 157 4 91 121 66 164 65 26 59 109 79
split_gain=60.9114 68.9699 58.631 58.4058 60.7204 56.8726 56.7841 35.1815 43.3273 38.4655 25.6482 19.4119 16.4976 11.5101
threshold=-0.17056772976468357 -0.13404542859466537 -0.091768870213809681 -0.41514190564819103 -0.17647927191077298 0.0087940822447386702 0.38685846868843976 4.5358674143962547 -0.12390986889303257 -0.16735832861059227 -0.29774178192941819 -0.045274960928568427 -0.55642124729593878 -0.14561258451009043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 -4 -5 6 -1 8 -3 -9 11 -2 -12 -7
right_child=2 7 3 4 -6 13 -8 9 -10 -11 12 -13 -14 -15
leaf_value=0.12547701646148299 -0.13806026604185659 -0.027689551493654603 -0.047701215419069132 0.058858234803193465 0.0020179285175249274 -0.094777157147389074 0.53911759626294642 0.3237924601205649 0.024073411403222299 -0.039042490669042744 -0.0018646505541026527 0.11563994287345634 -0.05968526490819457 0.073293230546143437
leaf_weight=29.899451162666082 3.6984195618424591 394.63763506861869 234.39070366730448 189.38877247134224 24586.202940996503 13.467956716194751 3.7331745605915776 2.932768737897276 273.96227639028803 782.74465698632412 61.906655549071729 16.3442462105304 243.21554662298877 5.8422593381255856
leaf_count=181 38 7792 7118 2561 192872 229 26 25 2848 7516 567 141 1863 44
internal_value=0 -0.0192585 0.00143387 0.00198239 0.00245243 0.0928559 0.171391 -0.02334 -0.00647941 -0.0376881 -0.0407559 0.0688253 -0.047954 -0.0439279
internal_weight=0 1507.22 25335.1 25010 24775.6 52.9428 33.6326 1454.28 668.6 785.677 325.165 20.0427 305.122 19.3102
internal_count=223821 18661 205160 202551 195433 480 207 18181 10640 7541 2609 179 2430 273
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=15
num_cat=0
split_feature=115 151 114 85 155 154 136 142 43 107 36 196 64 137
split_gain=117.036 100.433 91.7963 89.201 68.3636 67.3078 77.8586 61.4573 28.5596 19.7252 26.2732 9.3092 6.67416 4.95313
threshold=-0.064754495615112373 -0.14121930786818107 19.697475130814407 -0.14947047498533514 -0.039878354242231358 -0.22726776263432988 -0.020495948204353565 20.54084970110474 3.0437573040229187 0.65387464390352956 2.3655603418503062 -0.023130656195501087 -0.22877998648320277 -0.27966327281797337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 -1 -14
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.078910378433152573 0.0031934244243043844 0.041500766185564315 0.03013750768831476 -0.00091087815816252415 -0.042087461784219259 -0.00080988281823620464 -0.038697708286483563 -0.11119682609803215 1.3232087213368997 0.19206224989870843 -0.035416205156276102 0.03176292328864988 0.019157545156318869 -0.080437945936619057
leaf_weight=2.7311829574755384 1958.6517198847141 520.74953597830608 1779.4671980259009 10394.913204767683 141.4732796526514 865.1539345071651 1453.8132620018441 48.121183823794127 0.14249318197835137 5.1872136178426471 128.59973899531178 12.01275487616658 5.1026860575366291 233.24356174940476
leaf_count=158 13211 2969 13275 93616 1870 7037 15617 201 42 14 12633 113 962 62103
internal_value=0 0.000219168 0.00465991 0.00111244 0.0248183 -0.0129587 -0.0245626 0.000450416 -0.0553887 -0.0204748 -0.0339125 0.0801064 -0.0765246 -0.0783057
internal_weight=0 17162.3 12836.6 10915.7 1920.94 4325.74 2318.97 2006.77 387.02 145.942 128.742 17.2 241.077 238.346
internal_count=223821 147796 111730 96585 15145 36066 22654 13412 76025 12802 12675 127 63223 63065
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=14
num_cat=0
split_feature=76 28 110 157 136 112 132 145 168 161 197 141 137
split_gain=100.066 98.2821 149.537 129.068 120.424 96.8373 103.146 39.4038 36.7557 25.2592 18.7237 11.4333 4.21552
threshold=-0.18290721319011233 -0.04236956972059263 0.22546584275028395 -0.094217175460885039 0.013449254853420666 0.37514980340121989 0.050304957775756935 -0.32765896878118966 6.1617611846249707 -0.24320538451145737 3.6195242431308023 26.859685756490709 0.071528322802452318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 12 -7 11 -11 -9 -1
right_child=1 2 3 -5 -6 8 -8 9 -10 10 -12 -13 -14
leaf_value=0.091895365019231651 0.018510436434021709 0.024647037971298139 -0.003130742219864353 -0.047464799743138442 0.0017343423397108517 0.018555044418921897 -0.035156343946385789 -0.22797425045116518 0.10835931928454852 -0.056248916088782998 0.17711074613660366 -0.10774649048815937 0.23354009488279204
leaf_weight=5.7217770814895612 448.7142471933621 4014.2568649536697 5854.7990402134601 739.61936715291813 5352.1387994802208 149.1914000659599 1774.0272086430341 9.6061986908316594 65.621638805605471 198.556490763498 3.4988654959015539 44.789260409772396 3.3204190656542778
leaf_count=38 10947 58307 34516 12423 54381 1294 39778 17 631 11321 45 109 14
internal_value=0 0.000576289 0.00343255 -0.00810318 0.0115543 -0.0181261 -0.0243224 -0.0612577 0.0459887 -0.0684917 -0.052208 -0.128979 0.143909
internal_weight=0 18398.4 15960.8 6594.42 9366.4 2437.55 2222.74 265.493 214.813 256.451 202.055 54.3955 9.0422
internal_count=223821 212277 159627 46939 112688 52650 50725 11544 1925 11492 11366 126 52
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=15
num_cat=0
split_feature=190 96 195 126 190 118 158 34 25 130 110 80 118 110
split_gain=100.108 130.825 112.492 159.475 98.1732 44.3515 38.9182 38.8972 20.217 26.0737 32.1037 15.2233 11.0779 6.57305
threshold=2.9733229272761257 3.7969557995655161 0.69683908866337807 0.9038645710677421 0.41379310344827575 0.47724987931022606 -0.43647649124131011 -0.08702727409997689 0.14358845621822611 0.38233414729324361 0.29704603611011943 1.8107740102284151 0.074022383949104389 0.3641187201848895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 12 11 -11 -10 -2 -14
right_child=8 5 4 -5 -6 7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.016462011759646244 -0.0028944603774762427 0.019109596765000094 -0.041318309483868353 0.010639243627371602 -0.0057287629155089847 0.085330823260682351 -0.10042081340101416 -0.040430706024628726 0.065818677390476463 -0.090733537653323371 0.022770002874724422 -0.010638954088140536 0.058562069173360966 0.11767204902451278
leaf_weight=2794.337061623286 12.924024805426596 31.301800172775984 1016.4835012535332 9737.8062847734545 3263.7008483710233 29.967681098729372 209.87966039776802 137.14329796098173 206.42216418683529 28.28749392926693 209.28486780822277 29.801182068884373 29.155627273023129 53.028945431113243
leaf_count=79743 18 111 7367 124841 9028 106 567 387 786 56 534 143 57 77
internal_value=0 -0.00154231 -0.000184024 0.00459638 -0.0141808 -0.0574729 -0.0849075 -0.0178781 0.0410934 0.0326473 0.00925525 0.056173 0.0831684 0.0967023
internal_weight=0 17220.6 16812.3 12532.1 4280.18 408.292 241.181 167.111 568.904 473.796 237.572 236.223 95.1086 82.1846
internal_count=223821 222150 220979 204584 16395 1171 678 493 1671 1519 590 929 152 134
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=15
num_cat=0
split_feature=79 103 140 130 95 110 152 130 161 110 139 188 58 113
split_gain=68.812 100.022 166.976 1251.52 145.069 107.414 90.6142 77.6647 67.704 82.1128 63.0182 57.3215 43.8146 17.9558
threshold=-0.04377531010420025 -1.0000000180025095e-35 -0.36184447316955604 0.11822592794080612 -0.00080684721168566007 0.032743310399262267 1.278392923887016 0.11268483189976145 -0.087777433468021082 -0.29263767344049246 0.10806017367644231 2.0323703315620096 -0.27837008121487578 -0.49523828258876063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 13 -11 12 -10 -1
right_child=1 5 4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.063040662015199089 -0.080643482400428013 -0.042102356094197296 0.00092044275885820375 7.193234121185025 0.036839089797793476 0.00018229617269931663 0.16575572009752726 0.022668485725891318 0.17362901038150327 0.04703493863399557 -0.087211222007651412 0.12938420581870586 -0.066862528390574591 -0.087550320238170665
leaf_weight=8.6447304475586844 1.6932486452860747 1006.3210170303937 3033.1245941824745 0.2749514142051338 1786.8589722396573 14380.886265607201 33.129463487304747 226.85805072472431 7.7206332776695481 257.09345827170182 40.471881010103971 16.207958977669477 403.39985854102997 94.166188674746081
leaf_count=45 385 23811 52466 18 16859 76341 361 3215 279 3760 705 81 43545 1950
internal_value=0 0.00201993 0.0146122 0.935495 0.0142362 -0.00186059 0.000562853 -0.030187 -0.0273906 0.00215663 0.0287761 -0.0550742 -0.0623462 -0.0748881
internal_weight=0 20469.1 4821.95 1.9682 4819.98 15647.2 14414 1233.18 827.705 400.376 297.565 427.328 411.12 102.811
internal_count=223821 173456 69728 403 69325 103728 76702 27026 50365 6460 4465 43905 43824 1995
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=15
num_cat=0
split_feature=76 76 124 139 132 64 25 116 173 23 82 124 131 26
split_gain=58.7166 71.9443 101.473 110.069 64.2617 156.568 83.2013 60.533 62.5586 112.866 47.4844 38.6463 36.0215 22.7289
threshold=-0.32227677501239599 -0.051451594210281122 -0.079246984996395528 -0.0360365588962391 0.25899081798680473 0.039916764194219197 0.03369250337189212 0.40913614951075494 0.3019633919892914 0.33982527363754933 -0.11298860607021503 -0.023540618260049991 -0.53815663601132535 0.10302233200167039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 10 -4 6 -6 -2 11 9 -9 -3 12 -1 -10
right_child=1 2 3 -5 5 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=0.15859166555196536 0.029214242191835188 -0.040269779502555711 0.016886531772800424 -0.0033585675708764709 0.085008319995875381 -0.018270910570994576 0.00098758364470766984 0.10958574065835813 0.18719972281308409 0.87516460467203494 -0.011381049544547842 0.19685150407335919 -0.081361833297580524 -0.056616299644088389
leaf_weight=6.4472309164702883 1289.8169505265541 670.25398322334513 3535.7922416138463 11167.295545355533 340.91562287544366 257.76678652851842 5485.2691482601222 12.161584086716173 4.4709961628541377 2.2879561353474847 3765.4779708131682 5.3885281085968009 211.08727299235761 26.398409474641085
leaf_count=68 8603 4420 31003 107177 2639 2666 40008 105 174 30 25506 20 785 617
internal_value=0 0.00074396 -0.00248944 0.00150997 0.00913633 0.0405407 0.00636128 -0.0462782 0.0590804 0.230808 -0.0157462 -0.067697 -0.0742502 -0.021303
internal_weight=0 26512.6 19138.8 14703.1 7373.77 598.682 6775.09 268.242 45.3189 14.4495 4435.73 222.923 217.535 30.8694
internal_count=223821 222022 168106 138180 53916 5305 48611 1799 926 135 29926 873 853 791
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=15
num_cat=0
split_feature=166 180 91 154 127 33 166 1 85 157 23 175 99 140
split_gain=109.677 96.3195 104.542 91.5651 89.1484 88.4495 78.8742 72.3926 70.007 67.2159 61.7486 58.837 23.7071 21.6376
threshold=-0.040462258174430089 36.126506024096393 0.014037784193018482 -0.24442352032073875 -0.23444916318610917 87.479407367017473 1.2741978895605921 0.50734370045998112 0.18294086234695447 -0.25790122928343212 -0.0091712669145794408 0.59929377863186339 0.0046370771749749259 0.17468105209864221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 9 -2 12 -4 -5 10 -3 -7 -10 -1 -14
right_child=1 3 6 7 -6 8 -8 -9 11 -11 -12 -13 13 -15
leaf_value=1.1690805133264421 0.025471645381217135 -0.053805640852485438 0.029126718905151446 -0.015913139081371482 -0.012368385863086469 -0.0032298121385354313 -0.097855641883292876 0.0075453770377196406 0.08848683343975576 0.019865029393932507 -0.038920676341323707 0.0009816329250198813 -0.034029088231366966 -0.069205098876753399
leaf_weight=0.15983057033736159 910.47953681106446 132.7073921142146 2709.4293983279495 4828.5820603941102 1969.1229695369257 1433.6733957633551 49.815019307192415 1808.1103766597225 124.43867504433729 1854.7599089024588 732.36818841268541 200.87930885941023 412.26461267829291 303.68418336901232
leaf_count=10 7560 1097 19940 52845 17314 13783 226 12561 1123 13971 6761 1898 28383 46349
internal_value=0 0.00276156 0.0129244 -0.00388334 -0.000404035 -0.017704 0.0268342 -0.00952207 -0.00880097 0.0149459 -0.0152974 0.0344536 -0.0486778 -0.0489497
internal_weight=0 14263 5638.85 8624.16 2879.6 3207.47 2759.24 6636.69 2491.36 1987.47 2166.04 325.318 716.109 715.949
internal_count=223821 125514 45040 80474 24874 98307 20166 65406 23565 15068 20544 3021 74742 74732
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=15
num_cat=0
split_feature=151 76 14 74 125 180 100 86 130 28 159 64 130 38
split_gain=90.7935 102.8 98.0659 95.1128 87.8949 63.7306 100.26 91.3429 79.6915 76.6887 73.4229 66.2545 12.069 10.2829
threshold=-0.15045357417448946 -0.12115416398250792 -0.21971352727371471 -0.13077880472029327 0.60738840667352434 32.798527443105762 0.031499930237398339 0.048351757477443427 0.1242564020262721 -0.031373981517118142 0.056881245591684108 -0.0736255275909075 1.0804307497483621 0.0031753838883118151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 4 -4 -3 6 8 9 -1 -7 -8 -9 13 -2
right_child=1 2 3 -5 -6 7 10 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.076969291683922927 -0.0040670091007729203 0.01383210795226571 0.012089282560369598 -0.016721975482222724 -0.02605835219238007 -0.0049123500085003369 0.083225700054089344 -0.10716960990817495 0.033220938231400453 0.035101502078751616 -0.0066705077948600103 0.0029352645123469061 0.20601567970250678 -0.069852784918931501
leaf_weight=309.08083053794689 25.985108954249881 3714.3254769893829 1425.6033262268174 5838.2650898519787 648.85721463034861 616.88734360656235 116.55265053920448 55.700099586974829 83.328432916430756 2142.4286927513313 412.07663185935235 2903.1151029819157 1.6617153212428082 277.49962775799213
leaf_count=3781 1117 23177 16145 103748 5923 9569 1293 538 1013 21298 2483 16488 9 17239
internal_value=0 -0.00545344 -0.00394975 -0.0110675 0.00789992 0.00913579 -0.0152763 0.0130679 -0.0535703 0.0261558 0.0131499 0.000862525 -0.0627484 -0.06422
internal_weight=0 11932.2 11627.1 7263.87 4363.18 6639.17 921.039 5718.13 392.409 2759.32 528.629 2958.82 305.146 303.485
internal_count=223821 167358 148993 119893 29100 56463 8570 47893 4794 30867 3776 17026 18365 18356
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=51 196 195 157 185 195 190 128 102 126 126 157 190 133
split_gain=101.555 118.493 143.982 115.3 110.918 147.962 135.817 89.7856 41.0945 31.3997 28.3408 25.2524 36.1201 10.2137
threshold=5.4470138986005781 0.0012788787627381994 0.21933072122462358 -0.077865423869065156 0.45488561680723477 0.66398239852895824 2.2732057416267959 -0.046827027685447699 0.20450617958256614 0.85908496243988319 0.92397652605961089 -0.097632876703400664 -0.10169491525423717 0.77896377409250761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 11 -10 -11 13 -13 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.10246803698189799 -0.048479926714800801 0.014881620737545507 -0.057136796400144622 0.089225708874652698 -0.01404806223153343 -0.021579206252085089 0.029586779564160795 -0.015041596051980955 -0.13305835663674478 0.070540326252818628 0.019096258203221118 0.57150632078724561 0.017941576695915902 0.078470398642580555
leaf_weight=33.414819246158004 89.10727739270078 7185.809745847364 805.07341839646688 191.41852761135669 5428.0964510131162 1316.9907823284739 821.25061771646142 1367.1009888119879 9.1409866930916888 333.03226760285906 157.84370444715023 1.3663114542141546 8.5852858193684352 3.4410189539194098
leaf_count=640 2142 77906 53877 7187 17337 7465 2290 52089 46 2029 658 32 114 9
internal_value=0 -0.00158341 -0.0219363 0.0454844 0.00180047 0.00923424 -0.00831384 -0.0306433 0.0421911 0.0505786 0.0539982 -0.0474079 0.0939436 -0.0855748
internal_weight=0 17204.8 2452.7 280.526 14752.1 8502.8 6249.35 2172.17 546.824 500.017 490.876 46.8074 9.9516 36.8558
internal_count=223821 220293 115295 9329 104998 85371 19627 105966 3528 2733 2687 795 146 649
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=15
num_cat=0
split_feature=85 77 76 104 109 165 182 126 137 55 98 71 52 37
split_gain=72.1376 76.106 75.417 139.839 136.01 135.93 93.5868 85.2659 68.5644 61.2741 57.9827 49.0619 46.8603 53.0593
threshold=-0.033089559306409048 -0.26160702867231522 0.05553310790926249 0.045996039840403589 -0.019607650842430168 0.54227659324472877 -0.058074627671185715 0.92789934017663522 -0.039907807015284784 -0.20639196100529875 -0.1622147450824917 0.040648726556528812 0.54431178531151814 1347.0113182724747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 10 -2 -6 -5 9 -3 -4 -10 13 -1
right_child=2 8 4 7 6 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.084317350618161771 0.027448981396280343 0.2203509966868849 0.54767642431256147 -0.023597668062513344 -0.036329370681329215 -0.036735920298922753 0.0015133788330492369 0.0097034222954056337 -0.059591129110490464 -0.0068962126649322487 -0.0603848520567076 0.037068086031846192 -0.055266709337416578 0.76214619424460994
leaf_weight=81.85345029074233 3876.9501481036423 12.191726200515403 1.5740325392689545 1454.9401424085954 692.56094875046983 360.64339528605342 11588.433196407277 1630.5779364819173 605.49887801922159 443.2082643272006 423.83660341321956 57.498419270617887 28.22777037625201 1.1713662594556797
leaf_count=1518 44552 208 41 16595 6185 18093 61400 8034 34494 23288 7099 602 1708 4
internal_value=0 -0.0228412 0.00211213 0.010195 -0.00254626 0.0219865 -0.000620684 -0.00599932 -0.0306877 -0.000812471 -0.058135 -0.0512084 0.0560379 0.0938806
internal_weight=0 1229.65 20029.5 7323.11 12706.4 4237.59 12281 3085.52 1118.4 455.4 425.411 662.997 111.253 83.0248
internal_count=223821 61822 161999 87274 74725 62645 67585 24629 58592 23496 7140 35096 3230 1522
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=12
num_cat=0
split_feature=163 8 4 116 129 168 119 152 151 1 150
split_gain=55.2585 58.2258 52.7128 60.3836 52.2576 107.72 40.6737 32.6475 9.47002 6.8261 7.03043
threshold=-0.39026531489410748 -0.32580655166254308 -0.17647927191077298 -0.067042794833449035 1.0235736562091351 3.5007785929186097 0.013875134514918617 -0.33014562858241864 0.31142272497369922 0.14067964699952393 1.0979315284935482
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 9 10 -1
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.068316000579985256 -0.00023073797273884245 -0.10573098400658956 -0.0098397832856288725 0.0021918472280422876 1.0008739796820163 0.12727210135808095 0.076946483848177205 0.069354863778978773 0.43067023515386138 0.092341013049501486 0.12329527946861324
leaf_weight=139.69138837174978 141.42376434197649 11.459806418512015 5211.2323280536802 20902.549358730554 1.6628552542533714 9.3361892248503846 132.0440090628108 150.70252095768228 0.39019628521054883 2.7871123254299155 1.9414857472293068
leaf_count=7009 2791 87 62398 147521 61 166 2052 1626 13 14 83
internal_value=0 0.000630951 0.000143785 -0.000209169 0.0456301 0.259345 0.0370343 0.0569818 -0.0613104 -0.0626396 -0.0656894
internal_weight=0 26560.4 26275.9 26113.8 284.467 10.999 273.468 162.162 144.81 144.42 141.633
internal_count=223821 216702 211632 209919 5070 227 4843 1713 7119 7106 7092
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=14
num_cat=0
split_feature=46 145 61 132 22 173 101 1 14 138 141 143 32
split_gain=101.563 83.9727 82.9453 111.94 77.5113 38.1002 15.765 13.6012 12.3943 10.8102 10.3813 6.54633 3.93381
threshold=-0.017743460758387865 -0.30231291753226025 -0.036142314631516077 0.20769099534353908 0.046920896088968524 0.30979939808890372 -0.08003180699772415 0.22742250606756517 0.13102249620321196 0.072397030178668595 21.047164545559699 0.1309283112605725 0.1840030374828687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 9 12 -8 -7 10 -1 -11 -2
right_child=1 2 4 -5 -6 8 7 -9 -10 11 -12 -13 -14
leaf_value=0.073701241089950853 0.13785196409907463 0.01449775538475198 -0.025926360891815072 -0.060021255531800224 -0.00073291918033331974 -0.026514532403845988 -0.076221527706309466 -0.17513089720456632 0.17373259197772115 -0.067040092975808929 -0.091874426090566896 0.11085913138737813 -0.0079218392534399027
leaf_weight=10.980282548931429 3.4922651941888025 4976.172942720732 1384.8736414594168 210.09321386017837 10333.457754658797 4.6283930689096442 103.29719205407309 16.065045263618231 9.3048817962408048 308.69239548622863 5.7799746615346512 2.0824269904405801 3.9394685393199325
leaf_count=488 17 35579 11503 1547 90982 32 6077 77 29 76946 218 297 29
internal_value=0 0.000341617 0.000949739 0.011479 -0.00371028 -0.0547396 -0.0807353 -0.0895338 0.107214 -0.0616291 0.0166005 -0.065848 0.0605791
internal_weight=0 17031.4 16904.6 5186.27 11718.3 341.468 126.794 119.362 13.9333 327.535 16.7603 310.775 7.43173
internal_count=223821 145811 139611 37126 102485 78010 6200 6154 61 77949 706 77243 46
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=157 73 58 157 181 94 196 0 52 19 195 75 79 73
split_gain=87.0468 92.2498 125.501 126.155 114.355 84.9781 72.7457 63.4501 22.2769 19.2903 16.0931 15.1854 11.2514 11.0471
threshold=0.17105517863724048 -0.043485798424407467 -0.14906424948596222 -0.10757786164878333 0.0087190047423471636 0.013557428273315958 0.19112543809712731 1.2478803176726767 -0.029216807834537405 -0.14492650254133241 0.27096273209753341 0.0028377757816723539 1.5609853155362188 -0.2322817961072193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -3 -6 9 10 -2 -11 13 -10
right_child=8 2 3 -5 7 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0068590576356419289 0.23332480456552021 -0.05682295820676047 0.0041952707202322229 -0.022347147134109499 -0.0039442672277522064 0.037635683837796759 0.014765123963216234 0.03311343722011794 -0.011953128798831411 0.030279572938928967 -0.052614222202831767 -0.044203774185686759 0.34784347652513231 -0.06079292580848869
leaf_weight=3297.8897209538845 5.8977192646125314 666.96564826712711 8228.8405600215774 2288.7599341496607 581.55069182184525 493.45423367794137 180.32431219285354 2248.2289796936675 53.95716095122043 44.739037903782446 2.954275322961621 70.51282953080954 0.69849266787059505 326.88575606780068
leaf_count=27126 43 4177 49730 39484 2700 4668 1037 17823 3163 3829 102 6033 35 63871
internal_value=0 0.000903056 -0.00456331 -0.00158069 0.0102858 -0.00106794 -0.0415872 0.0254977 -0.0411671 -0.00436414 0.137895 -0.0152905 -0.053138 -0.0538734
internal_weight=0 17986 11364.9 10517.6 6621.12 3791.34 847.29 2829.78 505.645 124.104 8.85199 115.252 381.541 380.843
internal_count=223821 146745 94428 89214 52317 31794 5214 20523 77076 10007 145 9862 67069 67034
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=181 130 107 2 108 12 126 119 136 98 180 157 50 109
split_gain=96.526 104.56 109.152 120.845 101.997 53.04 50.7134 47.7721 37.7071 43.6764 33.9947 20.5557 15.6766 11.5345
threshold=-0.053045957183455089 -0.49205658326346352 -0.076727364019658365 -0.14837790607265297 1.8084625262662679 0.80942469364813174 0.91941903472528008 0.21692466066323587 0.96449696491235504 2.1543278586114192 31.168005354752346 0.13655592303218919 0.13316999358452333 0.30070644652076212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 10 7 -2 9 -7 13 -10 -12 -1
right_child=1 2 4 -5 -6 8 -8 -9 11 -11 12 -13 -14 -15
leaf_value=-0.10887191427591564 -0.0050505638969803564 -0.0015595722345754135 -0.0045413926287194489 0.021721137675007867 -0.039164310730359753 -0.049589324748912686 0.11012851996418181 0.08048513975714694 0.014027381802507531 -0.44996596164525704 0.071505309404425649 0.21472187000355475 -0.077311524567318463 -0.42509969659796359
leaf_weight=4.7079324846854425 160.59746815584367 6083.7884009928675 5992.579560287093 3519.5179634059314 991.66897797153797 596.24514531588648 110.47140365093946 110.03060725633986 16.16450291173533 2.7371481657028189 69.550122574786656 7.4580811071209601 7.8806635427754363 1.5277464622631667
leaf_count=74 5315 34729 114376 24987 3497 38038 320 1538 123 3 673 42 96 10
internal_value=0 0.00124452 5.46879e-05 0.00697258 -0.00945738 -0.0364859 0.0530328 0.0297261 -0.0465317 -0.0514189 0.0382702 0.0773903 0.0563592 -0.186348
internal_weight=0 16968.7 16587.6 9603.31 6984.25 706.271 381.099 270.628 622.605 598.982 83.6665 23.6226 77.4308 6.23568
internal_count=223821 184762 177589 59716 117873 39059 7173 6853 38206 38041 853 165 769 84
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=13
num_cat=0
split_feature=129 119 59 19 7 77 91 6 96 1 101 96
split_gain=66.4254 77.7091 65.8382 61.5644 76.9601 70.7271 53.2553 20.9284 16.8782 7.58909 15.677 0.189183
threshold=1.0245748931830738 -0.29331198829089694 -0.025754711246307387 0.43315013871521774 0.60260869139966078 1.8251209213100958 0.0049639503431647613 0.09791705235767531 1.6339801252579302 -0.07479599431649929 0.021218959803682432 0.02440892482319099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -4 -1 9 11 -11 -2
right_child=8 3 6 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=0.19676453199715493 -0.08776717045194532 0.00058843526771208568 0.43925116050191743 -0.043273205085640143 0.015569004161596215 0.031524861385572957 0.096236261418233493 -0.064072989119543816 0.048799344125924397 -0.08341690489587085 0.045762442169634751 -0.096919608826136594
leaf_weight=3.3731126282364121 40.652530333027244 19164.919227309583 4.7221675619948646 666.39576544088777 333.51645967998775 768.6410923646763 109.08460671606008 34.929812605725601 11.673882054165004 29.271293487981893 13.834810923784969 50.814016317017376
leaf_count=23 579 191746 38 19300 6575 2862 337 219 29 1600 150 363
internal_value=0 0.00108424 0.0723015 0.000566751 -0.0236466 0.00178135 0.110469 -0.0411026 -0.0665435 -0.0765493 -0.0419571 -0.0928518
internal_weight=0 21085.6 152.11 20933.5 999.912 19933.6 113.807 38.3029 146.247 134.573 43.1061 91.4665
internal_count=223821 221100 617 220483 25875 194608 375 242 2721 2692 1750 942
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=15
num_cat=0
split_feature=160 9 126 72 195 68 108 69 64 181 111 120 135 20
split_gain=52.4704 65.9566 54.6832 76.3781 54.6549 41.5725 34.3802 18.475 19.0078 51.6226 14.5912 14.2245 7.18051 6.17689
threshold=-0.35230613203342798 -0.31518023948282037 0.79181280032510304 0.35126393400274852 0.70799798799153624 -0.14558436901605554 1.5409234638126033 0.13821907780213069 0.13794339601248753 -0.084979850839210877 0.049444232580417725 0.29418919940721572 0.81404880668722002 0.73477837113377065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 11 -7 8 10 -10 -1 -2 13 -9
right_child=1 2 4 -5 -6 6 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.15963322997799728 -0.087085096499482803 -0.0024560690237797004 -0.0014951959473260249 0.13053028487518867 0.014433634140027336 0.10677003013499842 0.024138463505263816 -0.078963865319699844 0.94206950591928484 0.048718299716348133 -0.030400378106379564 0.022735345187678679 0.17426695166085729 0.13652726800750836
leaf_weight=4.0927481967955819 23.920237671583891 98.234336516819894 23436.505863093073 77.069541234523058 2372.0997152726632 116.82451202394441 88.492643518839031 94.045116797322407 0.68382117198780257 11.959902983624485 316.27242502651643 23.265782092814334 1.1611657198518504 1.349265333265065
leaf_count=48 423 1085 185787 485 16499 1390 1059 1653 97 982 14038 215 35 25
internal_value=0 0.000841189 0.000346926 0.0560093 -3.11582e-05 0.0517035 0.0711554 -0.0343934 -0.0232264 0.0970342 -0.0279726 -0.0329365 -0.0729073 -0.0759159
internal_weight=0 26236.4 25983.9 175.304 25808.6 252.503 205.317 429.564 333.009 12.6437 320.365 47.186 96.5555 95.3944
internal_count=223821 206943 203856 1570 202286 3087 2449 16878 15165 1079 14086 638 1713 1678
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=167 57 192 107 159 131 158 138 32 116 31 34 21 174
split_gain=101.214 83.4936 85.0486 99.5995 89.1292 64.4709 62.9697 49.001 52.5971 47.8833 41.4199 29.92 29.778 25.5376
threshold=-0.040441060186303855 3.614584379182241 16.730967771356173 0.12881004791303377 0.14669618925422534 0.45464816640776801 0.15332070638075521 0.26719750190012764 0.77428505545312964 0.37157470536300979 -0.14487091796198681 0.11440279438472135 0.026902229398750779 0.16514746723990345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 4 -4 -3 6 9 8 -7 -1 -2 -8 -12 -9
right_child=1 2 3 -5 -6 7 11 13 -10 -11 12 -13 -14 -15
leaf_value=-0.037597174010198915 0.053054979591989217 -0.016441351968438087 -0.018738121054950655 0.0057454998641736296 0.018553159137971783 0.058695446907833654 0.051134287755030865 -0.062380321182597592 -0.048658480775580951 -0.0016684520149232588 -0.10600564394685696 -0.0045937115697731084 -0.032348718298792434 0.050923979428101521
leaf_weight=1739.0009427619807 51.973564194806386 848.51253174181329 2496.0374329015613 4969.6028867764398 5116.5385538669652 260.05031501027406 119.20504327310482 87.900171883724397 55.352019750513136 471.51286250015255 61.361089986225124 502.30835675145499 520.19948850019136 25.710933747468516
leaf_count=78937 1732 6531 37094 30482 40525 3960 3884 6087 254 2971 1143 2657 7222 342
internal_value=0 0.00299939 0.00467281 -0.00244027 0.0135753 -0.0165541 -0.0220267 0.0195716 0.0398552 -0.0299334 -0.0324765 0.00609481 -0.0401203 -0.0367388
internal_weight=0 14064.2 13430.7 7465.64 5965.05 3261.04 2832.03 429.013 315.402 2210.51 633.534 621.513 581.561 113.611
internal_count=223821 124729 114632 67576 47056 99092 88449 10643 4214 81908 10097 6541 8365 6429
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=67 44 1 135 4 70 47 157 61 191 142 82 158 94
split_gain=88.9292 81.8243 96.0875 76.9477 62.3513 97.4285 89.13 68.2225 62.166 53.165 44.1187 42.4584 35.3877 28.905
threshold=-0.097363574926195753 1.1450326428831421 0.096990106967814765 0.023363280833992927 -0.036704710126439354 0.11605837701010009 -0.08262855171430071 -0.27825692085294734 -0.12408888001849618 2.7385566629752791 0.030319937000574955 -0.15342128502236482 0.038728321365436087 0.016340340695139507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 10 8 -8 -1 12 -6 -4 -3 -7
right_child=1 9 11 -5 5 13 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.041777086569252074 0.0053025581041624779 0.062672098820494085 0.012090495446654085 -0.0095790961137073756 -0.11756072022194644 0.070784417968988503 0.072613858966845246 0.023786942222139451 0.012072993107398412 -0.036324979436854178 0.053765207115484714 -0.053206293011103981 -0.021311307864634796 -0.0098425441362521432
leaf_weight=262.35077644663397 6247.5428931355127 359.06178153469227 121.28510882833507 7827.92839565553 110.79594352387358 67.354946134611964 399.52361646573991 1008.5059052524739 1172.3786140646553 83.844848668202758 17.389714230317622 556.49263874027383 58.321875038149301 130.83607269986533
leaf_count=2781 46292 3157 5999 59913 522 406 3319 7132 9429 998 136 80667 1979 1091
internal_value=0 -0.00339471 -0.00474465 -0.00297372 0.0150147 -0.0263817 0.0197674 0.0376414 0.00222611 0.0363399 -0.0943186 -0.0415217 0.0509369 0.0175584
internal_weight=0 15254.5 14753.2 14075.5 3169.14 326.377 2842.76 1408.03 1434.73 501.229 128.186 677.778 417.384 198.191
internal_count=223821 199005 192871 106205 24816 2155 22661 10451 12210 6134 658 86666 5136 1497
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=15
num_cat=0
split_feature=118 12 129 151 30 109 118 119 21 129 40 142 110 53
split_gain=98.0145 105.08 125.699 123.078 119.186 106.368 94.2462 66.3797 62.7998 57.1582 55.4091 59.7521 51.7227 43.7392
threshold=0.86487457214777053 1.7285704009875185 1.0187347616272378 -0.099877906486852672 18.386197371147194 0.57300314267326247 0.1168477981479482 -0.0065099672026659007 0.055219658164511014 1.0174340744876373 2.2475059791806973 0.017288662128119994 0.67405238953873481 -0.11304565293054185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -5 -4 10 13 -2 -12 -11 -10
right_child=8 3 7 6 -6 -7 -8 -9 9 12 11 -13 -14 -15
leaf_value=0.0080940673069954377 -0.002459424339895158 -0.016815075304724685 0.021018107561166552 -0.03577140596005185 0.016311184402660515 0.045873788364393403 -0.0069338119097676551 -0.02232266481942121 0.10589270161272049 -0.014130738187485529 0.17052143614683585 0.056039104795182107 0.034806920900660197 0.025895808459144434
leaf_weight=3419.4920693250024 103.57559910265263 1932.4442945255432 446.77043159655295 2315.2048072697362 2480.0284631917602 952.90537539613433 2220.0044873160659 1690.5326770335669 76.686086807632819 846.58161997457501 61.013339753379114 180.36046027997509 289.93614814151078 628.5889866547659
leaf_count=28967 934 29871 2836 84335 27285 4381 30973 5520 387 2570 822 720 700 3520
internal_value=0 -0.00305415 0.00661229 -0.0100868 0.00180353 0.0163277 -0.0216553 -0.0132629 0.0195651 0.0122312 0.0587234 0.0849774 -0.00164629 0.034594
internal_weight=0 15457.4 6509.7 8947.68 4412.47 4372.4 4535.21 2137.3 2186.74 1841.79 344.949 241.374 1136.52 705.275
internal_count=223821 214168 41704 172464 57156 33348 115308 8356 9653 7177 2476 1542 3270 3907
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=15
num_cat=0
split_feature=167 126 121 130 38 34 55 118 94 193 78 93 180 195
split_gain=61.2749 146.723 143.556 105.327 179.959 104.807 127.88 99.4683 94.1906 87.3052 84.296 69.6689 66.0369 214.191
threshold=-0.20369287804796304 0.88773540855813382 -0.13770706847680478 0.018206757229362592 -0.03672808334814439 -0.057785912886542702 -0.17867507602454569 -0.25578276446872722 0.013934240125259676 0.21356135551575964 0.82685093210006932 1.0383331237137319 36.248326639892916 0.2346504259539515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 -1 8 -7 -5 -3 10 -4 -11 -2 -14
right_child=1 5 9 7 -6 6 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.016863042096016582 -0.062442098086648773 -0.021638413079592481 0.031493901087391842 0.055435257802801896 0.044358322294717194 0.17685993666028613 -0.0075661051486266536 -0.014038418353793282 0.023404055814768045 -0.015303147775537596 0.15592469472331991 0.11693145731495387 0.20700015720853526 -0.031865015803411514
leaf_weight=855.02896249527112 571.97695300204214 569.62047250266187 2184.9111530431546 217.0819913004525 1095.0728012863547 37.778437656525057 7844.6219329920132 4067.745522798039 2510.0345573407831 617.86421806644648 55.835468972101808 42.589005654677749 40.706380184856243 482.62109838821925
leaf_count=7466 18108 5177 11175 855 5574 1003 109808 28551 11673 2817 62 116 870 20566
internal_value=0 -0.0040573 0.00680033 -0.00175038 0.0175156 -0.000570371 -0.0066822 -0.0105187 0.0150729 0.0251766 0.0345945 -0.00677606 -0.0389553 -0.0132852
internal_weight=0 12057.4 9136.13 6234.93 1950.1 10962.1 7882.4 4284.83 3079.66 2901.2 2240.75 660.453 1095.3 523.327
internal_count=223821 167205 56616 42446 13040 127661 110811 29406 16850 14170 11237 2933 39544 21436
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=15
num_cat=0
split_feature=19 193 77 195 141 89 107 50 132 195 150 20 178 130
split_gain=53.8653 80.7489 69.5213 99.9368 129.321 85.8822 64.0933 94.4145 63.2092 138.377 78.0373 57.9908 57.2597 54.0058
threshold=0.27019963610188918 0.010659095706644842 -0.041668730269219779 0.36394752248939749 7.8490314272318331 0.29705619834750779 0.12489219780571036 0.18906541443405683 0.28291460176743605 0.26824481143449769 0.42786792900823095 1.0037625278987814 -0.066685701241588916 0.92360992540489162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 5 -5 -4 13 -8 10 -10 -1 12 -3 -2
right_child=1 11 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.024873708722887199 0.036594025677621482 0.024389997521254925 -0.017555778079716654 0.020496704806060903 -0.0073316570089902999 0.018428998685064306 -0.015582480730480346 0.041486986535738568 0.13557731704259496 0.012535315495981483 -0.00192013989134282 -0.066265178727151652 -0.013940761696487223 -0.20409679281806459
leaf_weight=1363.9424008945934 1471.8802483978216 592.07725996826775 6670.8636060418794 2582.849820013158 4724.439549057046 736.45139323710464 825.16965713538229 446.88150465721264 116.53489070548676 423.81847841246054 5353.6148856075015 146.97367375670001 1140.2956505687907 9.3816796028986555
leaf_count=10442 25202 4990 53499 27995 35609 6536 5526 2394 1056 3848 38298 1007 7364 55
internal_value=0 0.0100231 -0.00184227 -0.00579276 0.00250461 -0.0139781 0.0209307 0.00446647 0.0061669 0.0390711 0.00352012 -0.00595689 -0.000840366 0.0350696
internal_weight=0 4632.66 21972.5 14714.6 7307.29 7407.31 2753.31 1272.05 7257.91 540.353 6717.56 1879.35 1732.37 1481.26
internal_count=223821 46538 177283 123639 63604 60035 33177 7920 53644 4904 48740 13361 12354 25257
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=15
num_cat=0
split_feature=169 150 12 118 130 155 18 195 122 53 20 16 130 138
split_gain=93.1046 87.0607 89.6307 65.671 49.7385 42.2043 36.285 29.6325 63.7022 22.8235 16.6912 17.2377 13.5873 4.3284e-05
threshold=-0.061008140244693428 0.36844579582578163 1.8363558195679062 -0.21806870596601549 -0.56851171079065366 -0.31102795920968956 0.23862116217993232 1.8021499230747995 0.36526315967124551 0.12830018772368168 -0.48737999081971101 -0.4657981067918629 -0.39921223476824369 0.17784584738627032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 9 -7 10 13 -2 11 -1 -12 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.72279836382350526 0.11519225174312001 -0.1553295273875103 0.05321352413719227 0.0043238570275450899 -0.020574934620397875 -0.057967558398818488 -0.018502623509495188 -0.083207802829958863 1.5324694750248482 0.0071117394167967063 0.01980259943758721 0.074968875023309081 -0.061866722770877264 -0.080203342665890617
leaf_weight=0.4840259741758931 20.776143134571612 28.085171681712382 280.54493343189824 13303.915178424941 1107.9277106126247 273.94652593435603 1557.6053238864697 0.05165159166790434 0.37085310369729996 327.94604701013304 21.793556214339333 2.7124358533474142 312.13041641908057 0.66921787016326562
leaf_count=5 133 593 3007 104140 30455 1867 14084 3 3 2424 1667 144 65083 213
internal_value=0 0.000314823 0.00307701 0.00533352 -0.0239064 -0.0183345 -0.0244054 -0.0526751 0.467472 0.013551 -0.0543596 0.173067 -0.0565366 -0.0804186
internal_weight=0 16900.7 14720.5 13584.5 1136.01 2180.27 1831.55 338.212 1.09172 348.722 337.12 3.19646 333.924 0.720869
internal_count=223821 156703 138195 107147 31048 18508 15951 67118 219 2557 66899 149 66750 216
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=15
num_cat=0
split_feature=186 73 1 172 28 116 191 177 73 95 107 33 116 114
split_gain=83.2674 101.675 150.77 98.5472 88.0042 76.0613 70.8323 50.8113 46.3671 43.9188 41.6787 24.33 27.0407 16.5821
threshold=67.250000000000014 0.36184825340760396 -0.43689263279315416 0.60620736616442827 -0.034370151843886414 0.053489451985598235 2.2325581395348846 0.043289128736942399 0.90699536283879933 0.93222253552601531 -0.21465271283556395 436.51937056174199 0.34632258914922531 6.4612416849245102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -4 -1 8 -5 9 -2 -3 -8 -13 -10
right_child=6 3 4 7 -6 -7 11 -9 13 -11 -12 12 -14 -15
leaf_value=0.086099384914675434 0.065830568248773078 -0.017513460866815676 -0.015634456764085213 -0.019430231959397481 0.0040334504965314428 -0.02918511575746284 -0.040068882356088097 -0.054684059534345221 0.25713476362187254 0.17116588753123843 0.022033608905911942 0.38810342618866511 0.035630993087797533 0.0013398790996060677
leaf_weight=304.85525910370052 210.65989170176908 477.42004974419251 2812.9209431619893 979.55636384576792 11897.386567034453 70.456369023304433 114.39070471329615 701.70242703483382 2.5970228705555192 48.740678424481302 603.1876677434775 2.464455563575032 18.630690641701221 104.91445026686415
leaf_count=2356 1202 2936 63873 8979 120512 219 1105 17876 14 453 3301 21 228 746
internal_value=0 -0.00136015 0.00186937 -0.0190001 0.000272532 0.0644573 0.03992 -0.034144 0.062737 0.0856228 0.00456144 -0.021871 0.0768088 0.0075188
internal_weight=0 17847.5 15085.6 2761.87 14710.3 375.312 502.398 1681.26 366.912 259.401 1080.61 135.486 21.0951 107.511
internal_count=223821 220052 186960 33092 184385 2575 3769 26855 2415 1655 6237 1354 249 760
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=19 134 157 97 116 195 8 82 108 193 87 96 87 8
split_gain=92.4112 91.2302 96.6972 231.443 190.481 53.7302 38.429 50.8932 35.4497 26.1381 32.1239 23.3978 20.3681 15.1511
threshold=-0.47236426103468804 -0.03077873531526187 -0.081134663669409426 0.19780316852005722 0.10050142409351823 0.39018435950275038 0.74898145349719047 -0.14052255117936113 1.5254442312243619 0.047540075979979689 0.010092715058746189 0.64047857433940347 0.11853518995704027 0.51621993637939367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 -3 -4 8 7 -7 13 12 -11 -10 -2 -1
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.082691443980001111 -0.066858951513886239 -0.027640054539008765 0.036378292408183986 0.0038164200351914141 -0.0041097333069590345 1.7646423392097352 0.07393448010844926 -0.0054832139335323276 0.14473203864143774 0.083364172719565754 -0.029690961205348879 0.051850978740085221 0.048871035963761862 0.08199012648345852
leaf_weight=14.369976065761877 286.89142738317605 3232.1348339701071 1922.4229469931452 8464.1124358715024 2937.5093178824754 0.16255472344346245 91.72794291540049 202.69084621756338 85.232995513710193 28.067788624670357 240.38809682615101 39.780441656708717 16.058798998827115 9.1401878590113466
leaf_count=790 66164 44460 37962 28529 37744 19 302 1088 251 1364 4843 113 97 95
internal_value=0 -0.00130583 5.00302e-05 -0.00487625 0.0119059 0.0449488 0.020223 -0.00406474 0.09399 -0.040591 -0.0178707 0.115176 -0.0607243 -0.0186672
internal_weight=0 17127.6 16556.2 11696.2 4859.93 443.105 294.581 202.853 148.524 571.406 268.456 125.013 302.95 23.5102
internal_count=223821 221163 148695 72989 75706 2658 1409 1107 1249 72468 6207 364 66261 885
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=15
num_cat=0
split_feature=187 131 34 112 97 73 41 90 59 154 7 100 75 84
split_gain=59.1121 80.5687 68.6821 133.237 110.832 143.359 108.875 106.73 81.9149 68.6682 66.8986 39.3865 90.8772 54.726
threshold=-0.076241309958380798 0.5377874268496724 -0.057785912886542702 0.23910636224658524 0.63998127669042837 -0.043485798424407467 -0.1191496812598835 1.6032967240727845 -0.024914514405564209 0.090760923738621241 0.21826967608130213 0.028443745924531538 0.004026774468285187 0.0051947076057512068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 6 5 -2 -4 -6 -5 10 -3 12 -1 -13
right_child=2 9 3 8 7 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.036213792633261958 -0.013425053923669423 0.15771640696947054 0.16844026041600424 -0.037261709046601546 -0.048618827430942688 0.024829255053214896 0.0046852078462066805 0.030303455216422137 -0.0075075777162302432 -0.059441563612021034 0.010308059404345003 0.19856180139840138 0.045305651572145111 -0.042600828577043941
leaf_weight=368.24868629354751 1280.6163658854784 63.214980656746775 40.795546519104391 1261.75668378931 550.23621112154797 4168.1729564859997 8526.8427500071703 248.84526247577742 3469.5666406010278 44.133844091673382 60.017483661998995 9.5191388512030226 217.53444968635449 818.1173017739784
leaf_count=14684 15048 203 761 7837 4109 16124 134134 1594 17829 416 513 50 3811 6708
internal_value=0 -0.0180146 0.00208974 -0.00197321 0.0107379 0.0158384 0.00546494 -0.0240413 -0.0154425 0.0475921 0.0859246 -0.0257832 -0.00594101 -0.0398271
internal_weight=0 1580.79 19546.8 13299 6247.87 5448.79 8567.64 799.081 4731.32 167.366 123.232 1413.42 585.783 827.636
internal_count=223821 26385 197436 160561 36875 31172 134895 5703 25666 1132 716 25253 18495 6758
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=15
num_cat=0
split_feature=119 98 67 131 15 57 33 151 180 155 127 3 11 38
split_gain=51.2477 61.6844 79.0007 87.3734 49.8227 64.6451 74.4967 61.5337 62.2071 52.1594 49.5016 40.277 48.944 45.4043
threshold=-0.13224872561945158 -0.068867540941680572 0.26170420143104334 -0.31067996443297713 1.7669523049654656 7.1318937181305939 178.88282654663197 0.14981855337027175 34.192101740294518 -0.051207856964447206 0.91469611425749131 33.997066484482737 -0.090764672712125224 -0.08948242301278149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 8 -2 -7 -9 12 -3 -13
right_child=4 11 3 -5 5 9 -8 10 -10 -11 -12 13 -14 -15
leaf_value=0.026587575556332239 0.011641284114249629 -0.019177989583390613 0.74738526402733119 0.14622222890368472 0.011657450602498282 -0.0045540237669766401 0.05352410413790664 0.0055158605831242425 -0.013134366325397757 0.015318210540328409 -0.097948572933943795 0.11217343993207932 0.02700624341208753 -0.032613274946732843
leaf_weight=102.96546999597922 1225.2558277298231 649.31735548574943 3.1092895343899718 10.868782129837198 3593.9449880948523 5011.2603087181924 482.01332979183644 6226.6873395105358 5861.6383306094212 1793.5225239706924 46.588074810802937 22.062449761666358 354.87101013259962 1184.5363091106992
leaf_count=1212 10454 10865 43 125 33434 35610 2627 47875 51902 14326 133 256 3533 11426
internal_value=0 -0.0139084 0.056871 0.279945 0.00162554 0.00664915 0.0166085 -0.00246577 -0.00885089 0.00068366 0.00474749 -0.0176524 -0.0028569 -0.0299659
internal_weight=0 2327.73 116.944 13.9781 24240.9 10880.7 4075.96 13360.2 7086.89 6804.78 6273.28 2210.79 1004.19 1206.6
internal_count=223821 27460 1380 168 196361 85997 36061 110364 62356 49936 48008 26080 14398 11682
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=15
num_cat=0
split_feature=115 109 195 186 99 195 107 195 77 133 120 194 16 115
split_gain=90.0781 81.5025 79.4195 117.323 106.595 102.909 91.105 80.2068 41.8399 34.9982 27.2401 21.7125 49.3807 21.0859
threshold=-0.005007767304282435 -0.28986717521926769 0.31079811995949053 24.250000000000004 0.025670241949641941 0.1432331000577311 0.084210129158875144 0.18302900411398265 -0.025768506952988803 0.1369865612839887 0.51792257034884714 -0.039294157524951835 -0.57681527949399702 -0.079897496595973186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 9 -5 -7 10 -2 -1 12 -3 -10
right_child=2 11 3 6 -6 7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.070437045376865098 0.085451182964757011 1.3320972941866198 -0.00098646097547458954 -0.029952085996623513 0.024941628404609631 -0.063913335262249363 0.0025638888615794808 -0.0082176932105944324 -0.041269910718481066 -0.069828843243141689 0.011793389189980196 -0.052067540618754904 0.0076484767429539427 0.08897463381924979
leaf_weight=55.891196987038711 145.36240476951934 0.28303830581717093 2664.4765506574186 1223.1545322785387 3915.9389969317126 272.64610973780509 2915.805624098517 5006.3045480579603 14.668401654373154 16.125049264170229 144.2753679457237 679.55147425878386 51.977902698621619 81.458131402556319
leaf_count=2474 799 37 18090 19118 25901 1706 16425 31964 2045 105 1995 98275 4179 708
internal_value=0 -0.0293753 0.00115166 0.006146 0.0144431 -0.00868875 -0.0070453 -0.0110942 0.0148739 0.069946 -0.0111673 -0.0472908 0.0148215 0.0691
internal_weight=0 1028.11 16159.8 10719.4 6580.42 5440.44 4138.96 5278.95 296.293 161.487 200.167 731.812 52.2609 96.1265
internal_count=223821 109713 114108 79534 43991 34574 35543 33670 7222 904 4469 102491 4216 2753
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=13 82 44 172 150 172 32 155 156 189 156 73 157 172
split_gain=81.5031 98.0929 85.7165 81.2681 80.3697 71.4055 66.3771 65.0945 70.1885 58.6621 55.7273 43.1727 32.9137 24.2264
threshold=-0.32648750532113907 0.58931739904537184 -0.11679699600520961 2.3905318751311122 0.55516005834469606 0.23353295026295542 -0.2258543304118972 0.055805442118982702 3.0117631529612772 37.500000000000007 1.203361355129537 -0.24603633366037705 -0.33029573260330464 0.5305016909087471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 11 -1 8 -6 -7 -9 -2 -3 -14
right_child=4 12 3 -5 7 9 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.12654679925825446 -0.080944918758488582 -0.030433964103439355 0.0015951367720844223 0.063490548625777146 -0.012994542058644483 -0.0047004703274692236 0.059895241163576245 -0.024533358641447879 -0.051545876351915904 0.014757612170062967 0.0068251147213067775 0.058162338223840294 0.10705033881512399 0.0018322488174298034
leaf_weight=19.657697342336178 23.938476734794676 511.61871392396279 1262.454247928923 254.97387563530356 4355.7290299044107 4195.0073620633484 667.66393257025629 707.03684345493093 529.69842916713969 2456.7519665845175 2855.279325219919 328.06196714623366 29.437073373468593 85.275074468925595
leaf_count=86 123 5065 6902 1425 30847 47648 5929 7195 36297 25720 52842 2710 153 879
internal_value=0 0.0153445 0.0252657 0.0119954 -0.00311183 0.00480891 0.0545629 -0.00967866 -0.0171744 0.00248615 0.000601188 0.0487021 -0.0195793 0.028833
internal_weight=0 2831.08 2204.75 1517.43 15451.5 7003.76 687.322 8447.74 4885.43 6651.76 3562.32 352 626.331 114.712
internal_count=223821 20439 14342 8327 203382 76201 6015 127181 67144 73368 60037 2833 6097 1032
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=15
num_cat=0
split_feature=97 130 81 74 185 126 132 130 193 194 111 127 107 63
split_gain=83.6343 83.902 78.1328 123.909 90.3073 48.1211 52.2869 35.9671 25.5225 28.1289 23.4225 27.1847 22.4831 10.4765
threshold=-0.0091928899188945101 -0.49205658326346352 1.1711062031919022 0.60296441439878234 0.45488561680723477 0.91941903472528008 0.15306129736792187 0.13412619340839901 1.3540399071807254 -0.0080545312344852352 0.051559604478847575 0.15689473959982669 -0.16256839811627752 0.2639067668231791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 13 -10 11 -9 -12 -1
right_child=1 2 3 -5 -6 -7 -8 10 9 -11 12 -13 -14 -15
leaf_value=-0.071251791670359582 -0.055817243189195648 0.00827896404517133 -0.052393394554179046 -0.00023881069060058475 -0.0080670353326114923 0.10570067523443674 0.049349987929571293 0.75646428086561557 0.39432586096319328 -0.015066473259213058 0.06638088636005883 0.10714358582134414 -0.0320013261867583 0.087330781680760763
leaf_weight=276.51723482494708 61.096439911169 9406.6724727606634 705.11523272190243 1286.9337501625996 5275.3232447279152 103.68836367037147 208.97663094114978 0.71520220302045245 2.4623912144452333 5.2707347974646828 28.844428769312799 6.5474077466642484 119.30971983628115 4.2295987382531157
leaf_count=63718 2575 111165 2969 4522 16378 308 3516 34 15 62 2715 229 15605 10
internal_value=0 0.000934622 -0.000115715 -0.0186997 0.00240575 0.0477917 0.0255589 -0.043033 -0.0639261 0.115293 -0.00425188 0.171087 -0.0128471 -0.0688627
internal_weight=0 17047.8 16674 1992.05 14682 373.761 270.073 443.897 288.48 7.73313 155.417 7.26261 148.154 280.747
internal_count=223821 141433 135034 7491 127543 6399 6091 82388 63805 77 18583 263 18320 63728
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=15
num_cat=0
split_feature=85 95 130 95 137 128 195 180 14 124 52 55 92 137
split_gain=62.9176 88.868 145.268 131.214 76.7745 190.076 94.8751 69.8802 62.8349 64.1423 56.3838 35.4975 33.1058 28.963
threshold=-0.033089559306409048 -0.024535679096780321 0.031902912318996425 -0.034670238587282007 -0.0018234375064408615 0.17839226367405661 0.42173484049110399 35.963186077643918 0.20903745319741465 -0.011532540059259399 -0.015360160139967471 -0.22857204936418826 6.6341499559723038 0.0083292189903523047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 12 9 -9 -4 -10 13 -1
right_child=1 4 10 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.030386704786932384 0.010072862497860352 -0.029269377557533546 -0.058774026929970372 0.10034176537058091 0.010919010350275015 0.01154883378053459 -0.0056035973244949744 0.031644817827261494 0.17943015390920475 -0.055560131159337958 0.019597859890865866 -0.063309142446825048 0.647291848808495 -0.079817508243440666
leaf_weight=269.76759168104036 296.1268881977303 2529.0572322048247 183.38867899728939 352.96313881943934 8287.0373429367319 2078.3429134624312 5985.4199997769319 438.05151301447768 6.2515172632411113 104.45882439182606 183.80404288787395 165.86645107198274 0.67774461396038432 211.44349124428118
leaf_count=17080 3069 48791 4439 2577 48659 15537 36636 10325 33 1872 2291 22622 3 9887
internal_value=0 0.00191737 0.0307232 0.0591594 0.000366786 -0.0108568 0.00398995 -0.0216933 -0.00184829 0.0148538 -0.0195438 -0.0544926 -0.0511229 -0.0521065
internal_weight=0 19896.1 1016.28 649.09 18879.9 4607.4 14272.5 1196.52 714.628 542.51 367.193 172.118 481.889 481.211
internal_count=223821 161999 12376 5646 149623 64328 85295 61822 34852 12197 6730 22655 26970 26967
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=15
num_cat=0
split_feature=114 120 53 8 28 82 110 142 154 82 58 126 46 133
split_gain=49.4006 125.095 118.997 64.728 58.3219 55.3397 54.5426 51.2556 62.5615 48.6288 48.1096 33.3411 37.1641 32.6581
threshold=19.317613796232944 1.4880106752311111 0.023030712575545838 0.39212099140347684 -0.18944644077250425 -0.181559031041547 -0.15869214924870031 0.17406045255475722 -0.1694798738385761 -0.14403326408432091 0.96944167412753079 0.94817693836414219 0.035974799229986233 0.10313250647351684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 -5 -1 -4 11 13 -3 -10 -2 -13 -9
right_child=7 2 6 4 -6 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=-0.029188994225003484 -0.042884666795252796 -0.083603260157238846 0.017301382778629144 -0.10740755235208919 -0.013316314507570932 0.0019557727984633186 0.054264935797137676 0.016999037053644628 0.016821243560721549 0.0015506686958476766 0.11456126281921566 0.081230339215197123 -0.025606471154259871 -0.028818838211848608
leaf_weight=588.62543112668209 691.34835580550134 71.895124317612499 689.23265822650865 67.615728727541864 2561.7275052065961 18542.731980769895 948.64845166401938 210.03653592756018 311.56841442920268 997.84101320058107 60.069454367272556 48.469616186339408 99.194209350273013 599.88971648435108
leaf_count=4360 4054 413 4895 291 14853 163516 5474 3999 3220 7938 718 397 464 9229
internal_value=0 0.00149779 0.0217681 -0.00102438 -0.0157359 0.000997524 0.0387104 -0.0147711 -0.00134999 -0.00417238 0.0326194 -0.0336718 0.00946196 -0.016937
internal_weight=0 24468.3 2707.62 21760.7 2629.34 19131.4 1637.88 2020.58 1181.56 1069.74 371.638 839.012 147.664 809.926
internal_count=223821 201740 18720 183020 15144 167876 10369 22081 17166 8351 3938 4915 861 13228
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=167 190 114 88 118 76 113 70 126 193 126 151 26 108
split_gain=88.2061 73.5923 74.9244 82.1319 71.8879 49.61 40.309 26.1227 24.0818 16.1071 9.99257 17.5009 17.067 7.85455
threshold=-0.24167835467016704 1.8830969030969034 19.317613796232944 6.7391251147440565 0.27556536768620243 -0.19729170919648961 -0.23309671932410927 0.093847184706982653 0.96602056049412355 1.6631694905687382 0.90032024425040247 0.85879141847202545 -0.15844089078330559 1.7669963017232029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 13 -10 11 -7 -12 -3
right_child=1 8 4 -5 -6 10 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.020730929941750728 -0.0011369347360242425 -0.078829353405976132 0.026634346944579099 -0.12808028750248626 -0.0112350119630429 -0.094615531664702421 -0.077352682452763707 0.18467040038167212 0.090183272092290545 -0.027527057724107337 0.061892242489177088 0.7707923366773255 -0.057732635297693714 -0.032670757671248628
leaf_weight=8.9844154287129658 13808.791714433115 157.32486297760624 1939.6371597071411 51.156126040848903 675.97941110399552 80.952240140773938 15.914682189933954 19.919510558247566 16.017746419762261 42.387770181521773 12.550353808706857 0.23435544926905905 239.9565287950827 48.147249769652262
leaf_count=39 153557 1805 16205 742 4120 7710 62 43 163 333 1471 23 36690 858
internal_value=0 0.000484929 0.00132405 -0.00160547 0.0168474 -0.0483314 0.0504533 0.120824 -0.051907 0.00475507 -0.0615992 -0.0921174 -0.0517869 -0.0680132
internal_weight=0 16739.4 16475.6 13859.9 2615.62 378.512 44.8186 28.9039 263.878 58.4055 333.693 81.1866 252.507 205.472
internal_count=223821 177783 174624 154299 20325 46038 144 82 3159 496 45894 7733 38161 2663
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=15
num_cat=0
split_feature=43 180 73 87 65 0 159 48 82 161 97 145 159 127
split_gain=77.5404 106.934 128.755 100.922 90.9323 82.3385 68.8222 61.9212 61.8221 58.3543 57.8297 40.7081 31.542 9.58161
threshold=0.75136954356123653 29.739625167336012 -0.046221626518499065 0.015573606740072779 0.095914092364309367 0.67043730396413059 0.16882155690497094 177.41220481377246 0.12570951613517248 0.25026464889881378 -0.034823463989207944 -0.36847905957611654 0.021464765602147721 -0.704272806287083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 10 11 9 -8 -7 13 -2 -12 -1
right_child=1 2 3 -5 -6 7 8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.072113077695606279 0.066947255189046248 0.0067510141188811615 -0.034309224950555786 -0.0045600823831945681 0.053005570597302154 0.016227031058886465 -0.12063673438827044 -0.10598763175307863 -0.004662012495021706 0.11079779890163102 -0.12237092431277459 -0.032427969007690981 -0.035138918884876018 0.10974675595380562
leaf_weight=3.2211695909500113 49.292318713851273 4315.7722765010258 1340.2943929938629 7643.8272944469354 471.4482406838506 3485.6046666988404 167.2053379669378 40.743140603648499 63.389314807194751 66.49144015746424 50.05956214107573 251.76284868572839 241.04788856487721 28.797293663956225
leaf_count=9 446 61456 25676 94408 4940 25177 3990 73 1621 1155 86 3096 1495 193
internal_value=0 -0.00363886 -0.00193995 -0.0089982 0.0113062 0.0122427 -0.0476456 0.0165913 -0.0887559 0.0179973 -0.0361094 -0.0161571 -0.0501396 0.091451
internal_weight=0 14303 13771.3 8984.12 4787.22 3915.97 531.65 3592.84 230.595 3552.1 323.126 301.055 291.107 32.0185
internal_count=223821 195633 186480 120084 66396 28188 9153 26405 5611 26332 1783 3542 1581 202
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=152 134 186 14 158 74 77 2 25 169 111 132 20 16
split_gain=89.3456 99.9019 100.497 87.6002 201.328 125.369 96.823 87.0152 68.0804 79.6234 57.1493 54.3648 48.8078 34.3478
threshold=-0.081364909331216068 0.079277977829698504 9.5000000000000018 0.13102249620321196 -0.084922005140151316 0.27440658167980209 -0.017170466221689103 0.3627647666371977 0.049962053736034462 0.44135349569344079 0.016034458613183391 0.1379937979875013 -0.4358301123130312 0.99504041608105898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 11 4 5 -1 -6 -4 9 -2 13 -3 -12 -5
right_child=1 2 7 10 6 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.021117128213216329 -0.0069222650248753547 -0.15798382890709242 -0.0052717128731150503 0.12686073622175079 -0.0086227027467312353 0.013443777440197341 0.062662620253581422 0.0537526058411123 -0.037745716480285275 0.13475242786531358 0.05454140096733634 0.095868687679463466 -0.025043842315966659 0.60591664481458718
leaf_weight=1450.9683662247262 330.7276576293516 8.9880033284425718 7570.8892566752038 11.690822543110695 236.04472119739512 3794.2917648041621 988.28457282693125 258.28700379747897 1433.7296345557843 45.076123421487864 82.893905893317424 137.45179633796215 1094.7551198787405 1.7164094750769443
leaf_count=34677 35100 11 38805 204 4654 11417 6265 2192 63017 1954 570 645 24303 7
internal_value=0 -0.00660215 -0.00178928 0.00781786 0.0124061 0.00388338 0.0489192 -0.00332448 -0.0278151 0.010071 -0.0171047 0.080288 -0.0194419 0.18819
internal_weight=0 9785.15 7975.62 7660.65 6469.59 5245.26 1224.33 7829.18 1809.53 375.804 1191.06 146.44 1177.65 13.4072
internal_count=223821 141724 41653 82097 57013 46094 10919 40997 100071 37054 25084 656 24873 211
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=15
num_cat=0
split_feature=170 69 54 44 52 120 143 81 166 96 129 0 10 13
split_gain=62.9398 107.607 96.5527 92.6387 106.458 100.626 92.5853 102.775 91.4185 87.7409 86.3861 78.2836 77.8102 60.8263
threshold=-0.063153426023197706 0.032597903724511122 3253.2726164138699 -0.035568372911809247 -0.02168123577289419 1.8967762540036472 0.01054977034371226 0.11067392778887261 -0.1942938262544687 0.002010951092203788 1.0167954867563358 2.1158245733434686 -0.056881171825822835 -0.23707409784492706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 11 10 -8 -5 -7 -3 -1 -4 -6
right_child=1 6 12 4 13 9 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.014562433852235927 -0.032468160690558016 -0.029579184161982849 0.59003806745377818 0.1104279938072552 -0.075988197106299962 -0.085454263035298364 0.03947941673100655 0.0025178384030281166 0.032736961204139346 0.1752291394309177 -0.0019086032420148652 -0.0085083068226474452 0.054417162870654415 0.015318265435174892
leaf_weight=2632.9574742023833 1355.9349595322274 1641.4901766784023 4.3820014602970332 235.09887001104653 87.88697749376297 16.545212447177619 853.77628524065949 6329.0738983182819 425.72036694991402 58.788487701676786 3608.5208092738176 3332.1108123180456 7.1175157497636956 429.59603752009571
leaf_count=12670 68654 15241 48 702 749 496 5261 46161 4449 262 21853 39561 367 7347
internal_value=0 -0.00339492 -0.0300211 0.00812886 0.0337779 0.00312549 -0.000466425 0.00691121 0.060377 0.117976 -0.0105602 0.00167503 0.258521 -0.000188812
internal_weight=0 13800.3 1367.43 7218.7 1178.3 6040.4 12432.9 7182.85 660.819 75.3337 5250.01 5965.07 11.4995 517.483
internal_count=223821 157585 69069 66236 13247 52989 88516 51422 5151 758 37094 52231 415 8096
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=76 77 63 124 108 180 83 42 195 180 49 82 130 70
split_gain=48.4556 65.3153 118.71 94.3612 74.3621 72.1622 59.0227 51.73 37.0157 57.5148 41.6494 34.1845 13.0083 12.3655
threshold=-0.32227677501239599 -0.097389568456265688 0.013708348263579617 -0.30098872211443167 1.2669751454593985 40.24564926372156 -0.096673501768121908 0.19216929791506365 0.3717327644400597 39.826639892904957 0.038810422210360788 -0.061787879338699184 0.17012756001456142 -0.28443197866339931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 11 -4 -2 -5 12 9 -9 -10 -3 13 -1
right_child=1 3 4 6 -6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.033609075985193262 0.039096145739019303 -0.01832531038903935 0.067620427621054524 -0.017933558429859133 0.00071404853452054252 0.14891655041608737 0.0011720055985158121 0.082709498855488783 0.48538121320480498 0.77421627235498269 -0.037085960156997506 -0.067343778920869915 0.040289698680556325 -0.089037399003945986
leaf_weight=8.6960722878575307 659.08960538473912 299.84528553858399 175.58372309943661 1760.2309745815583 3081.3655308877351 65.807486308272928 19865.965682249167 26.54366051172838 1.5641972646117199 1.2598692541941989 62.117260692641139 270.7172727836296 9.1493308544158918 150.32761093042791
leaf_count=38 4096 3227 1817 15754 21015 567 172070 443 12 12 702 3476 36 556
internal_value=0 0.000673486 0.0124668 -0.00144211 0.004321 0.0490658 -0.000383062 -0.042739 0.0177775 0.114044 -0.0242527 -0.0415833 -0.0756595 -0.0823306
internal_weight=0 26178.6 3981.85 22196.8 3256.95 724.897 21626.2 259.658 91.485 27.8035 63.6815 570.563 168.173 159.024
internal_count=223821 222022 27495 194527 22832 4663 187824 1799 1169 455 714 6703 630 594
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=15
num_cat=0
split_feature=67 169 115 50 136 76 4 30 6 25 44 148 58 157
split_gain=80.5053 74.0794 72.093 112.11 70.5479 35.9815 20.5097 18.1549 16.0061 21.3936 14.4286 13.0998 9.31256 13.4121
threshold=-0.03214014784576355 1.7697375158738764 0.50590106367025589 0.78812629054291528 0.080260339477276829 -0.24601810379071293 3.2192804587072632 87.874767863676041 0.28753133284975174 0.039177733004128794 0.13805281930548727 0.43911833827997349 0.65450019798307213 0.39416818778819179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 11 -11 -10 -1 -14
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.078780510669907697 0.00030062071991426398 0.15984401610474458 0.042891377695966848 -0.048776817692269624 0.0063667838066259882 -0.067382255508399602 0.0045990523718736223 -0.025712339672647046 0.060723775499229284 -0.040100944848292686 0.72299788846070867 0.40887337421721254 -0.051185811535825181 0.19865567493652128
leaf_weight=149.12471219348663 13177.137495973526 12.053826052695511 738.22407217300497 482.50287899468094 1864.3641420803033 223.69499729928793 28.944291507825255 196.31271762598772 12.891225514118558 154.50222452943854 0.24817542568780382 1.179674363345838 7.8215539876837266 2.962489808909595
leaf_count=49649 112811 31 11207 3243 14338 2057 117 1110 1507 27418 19 46 262 6
internal_value=0 0.000352739 0.00147334 -0.00143295 0.016727 -0.0391771 0.0502425 -0.0479056 -0.0496184 -0.0281429 -0.0388772 0.0899119 -0.072291 0.0174483
internal_weight=0 16723.2 16262.2 13659.6 2602.59 461.006 40.9981 420.008 328.73 168.821 154.75 14.0709 159.909 10.784
internal_count=223821 144914 141599 116054 25545 3315 148 3167 78907 28990 27437 1553 49917 268
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=139 55 115 173 110 154 189 81 150 165 49 57 154 56
split_gain=76.4 78.4249 133.519 111.013 103.652 85.3369 78.5718 65.6715 15.739 13.0519 12.8681 10.7865 21.6189 13.09
threshold=-0.16696370214638423 0.14770072549504701 0.24411346347890658 -0.051478975040510952 0.22546584275028395 -0.1694798738385761 37.500000000000007 0.091318439730503562 0.3266175855528769 0.16019064336275571 -0.18188276200753087 24.219643715038583 -0.22381323156751481 -0.001506888210363493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 6 -5 -4 -2 -3 11 10 -10 13 -13 -1
right_child=1 2 5 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.11072361365484973 -0.0024617931675327059 -0.0045622460255035071 -0.030505261853236477 -0.0039573495314048322 -0.034521746494564659 0.029066367279673412 0.017228117668762914 0.036395722957082086 0.4680458774203593 -0.069113046963433289 -0.02111652334525423 -0.029816946174673804 0.18101932345290864 -0.048296120814075
leaf_weight=5.8766942478250703 6506.8626075985376 495.91566409252118 840.93775286720484 3073.5260396107333 1736.3816117691458 336.76798660954228 2943.421884296753 1858.7558821075363 0.54259256966179137 214.8151592604554 60.710722388379509 11.721569113957232 8.3123215130763111 43.447265331342351
leaf_count=575 48713 2905 12305 45302 20015 4637 20736 10875 70 48811 4153 929 164 3631
internal_value=0 0.000680565 0.01402 -0.00262373 -0.0149911 -0.0134706 0.0036709 0.0277696 -0.0468031 -0.0575023 -0.0167834 -0.00421663 0.0576618 -0.0293497
internal_weight=0 17792.6 3532.38 14260.2 4809.91 1177.71 9450.28 2354.67 345.426 276.068 61.2533 69.3579 20.0339 49.324
internal_count=223821 165488 30722 134766 65317 16942 69449 13780 58333 53034 4223 5299 1093 4206
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=15
num_cat=0
split_feature=181 188 152 128 97 129 195 103 99 117 77 180 45 19
split_gain=80.7738 95.832 105.654 126.402 116.882 78.9244 89.0097 77.772 45.2509 35.9573 163.762 30.514 41.0869 29.9431
threshold=-0.053045957183455089 0.60762586026322651 -0.0051975068206133465 -0.0045050559832570504 0.47643377855927166 1.0181756804853681 0.32559275267051474 0.90236300965006544 0.74757913968241008 9.2250984029378227 -0.16503465649767285 33.497322623828659 -0.2091037070903656 -0.22858134257779208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 13 -11 12 -10 -1
right_child=1 5 4 -5 -6 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0023438807239805812 -0.0069927758580613734 -0.047141621448572452 -0.015064990621167815 0.022972382057120828 0.018833090615689763 -0.029104162090239014 0.016197570847164808 0.0054722074054169203 0.10815638598002245 1.5534859140183839 0.032029640433751429 0.079526092288767739 -0.19603130953432077 -0.058435131041630964
leaf_weight=97.682806026539765 1992.7159102394362 260.84333959501237 3457.9011449494283 4795.4298352697806 1441.0962627842091 2368.4984693289734 1484.7968737825286 896.85380205139518 7.5702436454594162 0.73304291174281644 20.260209274536464 52.856473904103041 10.73999962210655 476.23294772347435
leaf_count=5389 37122 1158 78592 46650 7113 6442 5690 1995 25 36 655 549 43 32362
internal_value=0 0.00113803 0.00609857 0.0141759 -0.00509348 -0.0104314 0.00673307 -0.0196075 -0.0343733 -0.0433883 0.0851559 0.0409863 -0.070267 -0.0480903
internal_weight=0 16698.1 11687.1 6788.15 4899 5010.99 1745.64 3265.35 666.076 594.909 20.9933 71.1667 18.3102 573.916
internal_count=223821 184762 169477 83772 85705 15285 6848 8437 39059 38442 691 617 68 37751
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=15
num_cat=0
split_feature=122 191 6 160 74 112 64 93 195 115 189 118 94 6
split_gain=59.1237 59.7674 89.1842 78.1121 73.7812 64.1362 48.9676 47.6726 39.1603 33.6555 24.0644 14.078 0.138676 0.00718486
threshold=-0.41580495332593809 2.7385566629752791 0.2544981082534416 0.30641850485694716 0.34318498224763688 0.52323103716674857 0.85200586677985413 6.8110240619462727 0.36010035971064913 -0.15640204870950189 42.500000000000007 0.63985373170004578 0.15809891503804921 0.42057448756575327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 10 4 -2 -4 8 -5 11 -10 -3 -1 -8 -14
right_child=1 2 5 7 -6 -7 12 -9 9 -11 -12 -13 13 -15
leaf_value=-0.11498413028631693 0.0050517610822372978 0.0018086165204470759 0.10313152999532615 -0.033813621973413054 -0.0080146342508914167 0.0021792966081741099 -0.10728889448389461 0.070848078920054278 0.041837599123482179 0.13328160574322709 -0.086810287391466789 0.18086421140374648 -0.087210519230541864 -0.091912162334111203
leaf_weight=13.645710201002656 12910.374532103597 86.095284800976515 188.29367315256968 900.02659331925679 6495.8519061853876 94.523946721106768 6.2752008289098766 45.731749315746129 82.4801643518731 78.605722717009485 47.574973684735596 1.8233544081449498 7.5221308507025224 5.7232413478195667
leaf_count=153 156126 196 1137 36182 28272 553 16 304 495 180 149 11 31 16
internal_value=0 7.78018e-05 0.0375779 -0.000689609 0.000678043 0.069391 0.0552486 -0.0287527 0.0718655 0.0864599 -0.029732 -0.0801122 -0.0950435 -0.0892421
internal_weight=0 20768.5 416.488 20352 19406.2 282.818 196.076 945.758 176.555 161.086 133.67 15.4691 19.5206 13.2454
internal_count=223821 222919 2035 220884 184398 1690 902 36486 839 675 345 164 63 47
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=15
num_cat=0
split_feature=1 96 136 102 129 168 53 156 127 152 129 6 181 168
split_gain=47.2071 45.4178 63.059 58.522 110.123 51.1463 39.8763 27.3791 19.5151 20.4446 33.0863 30.1424 8.14047 24.5524
threshold=-0.41611004622360298 0.83884466726589313 0.61533958238424324 0.25491687330611074 1.0160845291740059 17.924127541129803 -0.064292446594841998 13.00983562576628 0.25574995058442679 0.53239117282487014 1.0154778206637769 1.1311770842708966 -0.0765223002596222 3.6285950329849279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 12 10 -10 -11 13 -1
right_child=1 2 6 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.47212664215511757 0.0054048833716155015 0.043532774616744631 -0.047914026231265339 0.011361394886703919 -0.012966660750821632 -0.014038299872570185 0.009834526636736951 -0.18010777605435963 0.32627361151389289 0.018631488605715511 -0.034163123073770785 0.3559094705472286 -0.067871743234912005 -0.027406203032797585
leaf_weight=1.0807275214465324 13619.986972851213 625.18873033858836 146.15911559574306 2530.9603320299648 7025.3441874164855 1502.1596145506483 657.36066857189871 5.5225250869989386 2.6195049124071366 10.200854093767701 91.719148265081458 3.5795325161889187 158.46647868928267 10.98573371581733
leaf_count=103 119579 3229 1736 19287 52707 14178 5988 16 34 90 1846 43 4528 457
internal_value=0 0.000607749 0.0179074 -0.000397648 -0.00652344 0.00347349 -0.000669854 0.0415746 -0.040771 -0.00753513 -0.0241549 0.106241 -0.0618428 0.0173342
internal_weight=0 26112.7 1434.23 24678.5 9556.3 15122.1 803.52 630.711 278.652 108.119 94.3387 13.7804 170.533 12.0665
internal_count=223821 216720 10969 205751 71994 133757 7724 3245 7101 2013 1880 133 5088 560
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=13
num_cat=0
split_feature=145 136 170 162 193 190 76 102 100 1 1 66
split_gain=78.232 66.8743 85.2999 113.381 74.3393 65.2375 63.1486 56.475 7.55288 9.9136 16.141 4.41499
threshold=-0.30231291753226025 -0.050013254099541438 0.048784035543242968 0.18544746458328723 -0.024943398635531997 2.2732057416267959 -0.083412601650418236 0.12565018751032839 -0.092850463298376762 0.22742250606756517 0.19011293963743783 14.990322433673755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -4 -6 -2 -1 10 -10 -11
right_child=1 2 5 -5 6 -7 -8 -9 9 11 -12 -13
leaf_value=0.028758854658915384 -0.028701879351292439 -0.052621813382686594 0.0020831972207366336 -0.0073168844672392448 -0.015128399679222455 -0.059545022622903558 0.014308638468607512 0.045605147819934841 -0.076565173520268467 -0.098055238935903788 0.23322569900514553 -0.20325537936813998
leaf_weight=6.4142391743953331 117.21325111307669 728.83551962295314 9558.8298830604763 2281.8155966479972 1129.2688504641992 174.90944417356513 2054.6789179786865 802.89482097982545 108.41299079965393 7.2739787052851197 1.7083786246366788 8.8343856781721097
leaf_count=37 1221 32169 68984 48623 7699 2290 32123 7597 22917 87 41 33
internal_value=0 1.01119e-06 -0.00357416 -0.0182846 0.011103 0.000975775 0.00386804 0.0361391 -0.0770984 -0.0824775 -0.0717592 -0.155751
internal_weight=0 16848.4 12744.4 3010.65 4104.06 9733.74 3183.95 920.108 132.644 126.23 110.121 16.1084
internal_count=223821 200706 152066 80792 48640 71274 39822 8818 23115 23078 22958 120
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=14
num_cat=0
split_feature=76 55 115 115 4 0 187 142 145 125 64 139 27
split_gain=73.0759 85.0637 117.543 112.105 130.925 68.4537 64.4742 63.8275 34.1444 18.6896 20.4987 17.8923 3.61636
threshold=-0.18290721319011233 0.29567724374893684 0.27807154416974883 0.011936543248717544 -0.011804870364652728 1.0222266263129818 0.46163994317028639 3.5471533027623772 -0.32765896878118966 -0.071245478600429332 0.096890818112280105 0.012525970147103797 0.3550508742915866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -5 -4 12 11 -11 -10 -1
right_child=1 2 7 6 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.08882245064499468 -0.0027089030284672515 -0.021731213625395731 -0.022508216711283485 -0.031711694021022495 0.024036214425007998 0.046217237222210113 0.00015191175733702069 0.044402453523307142 -0.039804200239513067 -0.060045989030445925 0.13415719700861969 -0.098201485586732515 0.22155698729615825
leaf_weight=5.2685100100934488 10618.138900017017 169.81130821397528 717.48337676629308 1773.8777839017857 2211.5723908052314 1168.4975122961332 989.13292475923663 177.91967516671866 97.706043384154327 12.32466277095955 9.7230599765898642 113.31398411770351 3.3626905605196953
leaf_count=38 90371 611 24797 52484 24371 8509 9360 1774 10209 571 109 603 14
internal_value=0 0.000581004 0.018832 -0.00203352 0.00190139 0.0375956 -0.0203048 -0.00921284 -0.0547762 -0.0620092 0.0255977 -0.0711625 0.140535
internal_weight=0 17826.4 2233.71 15592.7 12829.7 1338.31 2763.01 895.403 241.699 233.068 22.0477 211.02 8.6312
internal_count=223821 212277 35691 176586 114742 9120 61844 26571 11544 11492 680 10812 52
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=15
num_cat=0
split_feature=118 103 158 136 86 14 103 139 13 145 123 181 73 158
split_gain=81.0562 80.3416 166.798 131.62 104.626 135.795 126.562 99.4336 29.5321 24.4811 18.2887 19.9127 15.5519 10.7311
threshold=3.9876387932542934 0.48057271822466063 -0.18756412157659721 -0.034464583371103093 0.64000573564480134 -0.063883304482361222 0.66229905397327649 0.12390235484011604 -0.41811018273656358 0.45880406160425552 727.50000000000011 0.62447840660892928 0.65867090123598804 -0.29045431448919073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 13 11 -10 -12 -2
right_child=8 4 3 -5 6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.007265074648071689 -0.090340616380483685 0.034449128865698862 -0.049194916361154077 0.0049582768651068579 -0.041816322476921318 -0.0075575663123532023 0.0044575095064929319 -0.037969484578372854 0.15132324077493209 0.076833605159410068 0.0051660546412087126 0.06134561054450282 0.078266214672386938 -0.31956841809137582
leaf_weight=628.58597561588977 4.588066255208104 2205.2732352690073 481.7493322850205 6566.1317103671317 729.14639562601224 1182.0679732753197 3121.091884706635 2141.5668849442736 41.973591436049901 5.7110955752432337 60.179799444507807 59.407651489600539 56.359913699328899 3.6805408447980872
leaf_count=7190 34 8445 58895 98988 2299 4404 10868 31848 179 41 185 228 208 9
internal_value=0 -0.00102208 -0.00691487 0.0012567 0.0069717 0.0197902 -0.00430569 -0.0277051 0.0584995 -0.0823958 0.067538 0.0985979 0.0405181 -0.192375
internal_weight=0 17055.6 9818.03 7047.88 7237.58 3387.34 3850.24 2770.15 231.901 13.9797 217.921 101.381 116.54 8.26861
internal_count=223821 222937 196921 157883 26016 12849 13167 39038 884 84 800 407 393 43
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=15
num_cat=0
split_feature=194 33 68 131 50 170 116 4 157 181 109 89 138 75
split_gain=55.7785 83.0935 78.9866 110.54 70.9705 66.6813 97.3141 101.561 90.0579 87.8893 105.437 68.9917 39.8988 35.6682
threshold=-0.013879734905696739 106.68347040039735 -0.091780025455314121 0.33081432223568324 0.026979279387566554 -0.052639179050381707 0.01450077268172755 -0.011804870364652728 -0.2858656197688843 -0.0079665323916979693 0.47440342850413736 0.0068456556705118821 0.29259464113565009 0.020610560662674329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 9 7 -7 -8 10 -2 -11 13 -3
right_child=5 12 3 -5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.052079896633840175 0.036468374887779202 -0.060408754301855494 -0.0052625934492250793 0.058135443284445198 0.023395255427402395 -0.001237293993593412 0.020515317001855861 -0.033797661135231909 -0.0028020365534951863 -0.013220216356856045 -0.046941867383217761 0.012510782924483842 0.0071379996601653355 0.68189499222577932
leaf_weight=500.88590486336034 1701.9759514436591 460.89064166840399 1404.3587701484212 341.99883183359634 165.83454867056571 2324.2166836755932 2440.1210022154264 1629.6398721367586 5157.1419750761124 1626.8587934245006 166.36337606934831 2898.7529487867141 112.12775055738166 0.64822955057024856
leaf_count=6344 19553 21969 20740 1823 825 17738 10206 17465 72199 22643 738 10942 629 7
internal_value=0 -0.0121584 -0.00402584 0.00715299 -0.0333068 0.00260087 -0.00193439 -0.0146575 0.00468713 0.0107941 0.0290412 0.00326105 -0.0463674 -0.0593662
internal_weight=0 2986.74 2413.08 1746.36 666.72 17945.1 11551.1 3953.86 7597.26 6393.95 1868.34 4525.61 573.667 461.539
internal_count=223821 52337 29732 22563 7169 171484 117608 35203 82405 53876 20291 33585 22605 21976
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=14
num_cat=0
split_feature=160 38 14 170 122 64 28 114 2 136 179 159 16
split_gain=46.4263 52.7391 97.4928 76.1903 59.0808 58.2593 54.0251 48.3844 7.62057 42.9349 10.6122 7.14327 4.02286
threshold=-0.39843709169211267 -0.078625654211096643 -0.10878257080235208 -0.13846515608481288 -0.34726416848392522 -0.03563907249136198 -0.075974166862524575 13.535524046598953 1.0000000180025095e-35 -0.036317344174050713 -0.18772824941280189 0.45468641095532863 -0.5416544453060318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 11 10 -10 12 -1
right_child=1 3 6 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.15235163791966985 0.043064785181872164 0.019958914697024221 0.059280718334354887 0.11487243282234449 0.00050622128361621315 -0.03760669775314824 -0.023474369833186581 0.23198596825384193 -0.070207947968397647 0.42694824983796509 0.17869055868164682 0.32151190548201769 -0.066077138514600203
leaf_weight=0.84858942870050569 641.95274605695158 219.46172095416114 94.767234058119357 45.255937965586782 23807.566368996399 883.84877379192039 470.77096249861643 13.848843154264612 17.553879606537528 2.130434948951005 1.8982546906918276 0.48067675903439422 132.04758956213482
leaf_count=14 8190 2802 1876 540 185737 11640 4923 113 356 28 42 8 7552
internal_value=0 0.00052783 0.0208174 -0.000465131 0.000723208 -0.0261562 -0.0096071 0.0470543 -0.0543699 0.000758195 -0.045919 -0.0632906 -0.0646824
internal_weight=0 26177.5 1221.34 24956.1 23852.8 1103.31 565.538 655.802 154.959 21.5826 19.4521 133.377 132.896
internal_count=223821 215821 15102 200719 186277 14442 6799 8303 8000 426 398 7574 7566
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=115 195 195 157 196 121 22 66 14 151 104 163 14 184
split_gain=75.613 71.3407 87.7705 113.588 84.7359 47.8055 33.198 28.0071 31.7983 350.759 23.6512 18.6437 11.5161 10.2622
threshold=-0.064754495615112373 0.1432331000577311 0.31079811995949053 -0.28192618109969964 -0.015501046340508189 0.16773387633866013 0.14139040472630524 4.8881542369992292 -0.31429706685888742 0.95378355512550916 -0.14298485907343184 0.40036630840249315 0.97404062196234098 -0.052111453675244231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 10 -7 12 9 -9 -2 -10 -1 -14
right_child=1 2 3 -5 -6 6 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.076814174020992124 0.13514374603737697 0.0080560078166412481 -0.039646791680539431 0.0072704558975906072 -0.018809854106254367 0.11186070262731321 -0.10042714253836889 0.12228060885539414 -0.036654088504853292 6.304260508214 -0.058859606870275819 0.085118908915656488 0.16855860054262489 -0.089255915738616451
leaf_weight=189.86299985749065 7.6364208649611092 1696.452445062896 542.96858763965429 10397.259397972201 3812.0231978986703 113.48302161856554 7.8778944981750092 3.9428747807687605 90.83850589665235 0.093968668137676903 35.48189448332414 14.592447899281977 3.6741807965445332 2.6628955396008669
leaf_count=66479 57 12351 13675 88087 32632 540 31 1033 7833 12 423 359 90 219
internal_value=0 0.000413863 -0.000241424 0.00494193 -0.0105359 0.0659457 0.0980805 -0.0497779 -0.00925358 0.266183 -0.0245009 -0.0197998 -0.072388 0.0602227
internal_weight=0 16613.2 16448.7 10940.2 5508.48 164.479 121.361 305.668 109.468 4.03684 43.1183 105.431 196.2 6.33708
internal_count=223821 147796 146745 101762 44983 1051 571 76025 9237 1045 480 8192 66788 309
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=128 126 169 193 23 154 86 107 44 6 182 119 166 47
split_gain=72.073 81.8478 76.5573 85.8419 103.908 90.618 64.9999 59.4788 59.2298 46.0386 45.1165 39.5194 27.4838 22.8875
threshold=0.63975605742203878 0.97377478066603362 -0.22776823516107012 0.047540075979979689 0.081617647801630708 -0.17545182426578868 0.16515177543818566 -0.4144335755175263 0.0060032059428994844 0.16501829965193268 -0.0032502775061774305 -0.17359187049611519 -0.38361557830789456 -0.18580010383356513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 -4 -5 9 13 -9 -2 -3 -12 -8 -1
right_child=1 10 3 5 -6 -7 12 8 -10 -11 11 -13 -14 -15
leaf_value=-0.11050757619320509 -0.14390584542144014 0.091026759262912219 0.00057479430522232549 -0.018281672884973309 -0.022135916631794008 0.0146182113556107 0.035267403259857132 0.045828944342761975 -0.38352620128616238 -0.05163781783411147 -0.1899017030962728 0.0090215007796863745 -0.032672743556530909 0.074556892577191766
leaf_weight=36.24661202263087 88.900287364958785 72.065241210861132 7469.65955867515 996.95084861286887 2758.5870038229623 5224.4274372116779 69.468558296561241 596.07568210404133 3.2303850148455231 138.05877935444005 10.767023862470522 137.87551974930102 416.69266598008107 8.1932593770325166
leaf_count=98 228 886 126950 10360 32173 41493 231 6547 23 1300 35 1008 2449 40
internal_value=0 -0.0271226 0.00140753 8.36202e-05 -0.00555035 0.00934614 -0.0435927 0.0352374 0.0435146 -0.0877794 0.0260935 -0.00538764 -0.0229646 -0.0763877
internal_weight=0 933.828 17093.4 16449.6 10228.2 6221.38 713.12 643.746 599.306 226.959 220.708 148.643 486.161 44.4399
internal_count=223821 6137 217684 210976 159123 51853 4208 6708 6570 1528 1929 1043 2680 138
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=118 195 133 164 190 38 197 94 55 173 110 105 5 18
split_gain=76.8854 97.6881 163.151 127.625 99.4843 68.015 55.6103 54.5039 58.233 48.5066 45.5939 45.4262 44.5211 41.9617
threshold=0.86487457214777053 0.69683908866337807 0.57368169697519789 0.11825233026819355 1.8830969030969034 -0.056759987239551106 5.4186935216970298 0.065036414072489571 -0.09639108498225242 -1.0000000180025095e-35 0.67405238953873481 6.7413592689936168 -0.037825151580318468 0.557161610184297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 8 13 10 -9 -11 -4 -2
right_child=7 4 12 -5 6 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=0.0050051429507235396 0.018657200387814061 -0.089704800191046707 -0.0577117746109789 -0.020099337431339494 0.026712419506338948 -0.021271554741865734 -0.081670996780711269 -0.072138539760197545 0.026862874231802371 0.029309946360835899 0.021101183101506795 -0.021108096540923747 0.054057202872069901 0.18337174222179931
leaf_weight=7940.5941052186536 24.366554287320469 152.9953241024632 37.635302230482921 2718.2459459180827 604.63768593408167 2863.1931710709468 51.361509503796697 150.42791684530675 1052.9632774534402 532.33232232462615 80.516327545046806 269.01075759157538 671.81802195543423 42.343255656422116
leaf_count=131596 252 1166 214 61310 1613 11796 126 429 5815 1839 191 845 6347 282
internal_value=0 -0.0028868 0.00169361 -0.00139707 -0.0170668 -0.0247428 0.0182265 0.0173221 0.0326031 0.000747531 -0.0396315 0.0123846 0.048128 0.123208
internal_weight=0 15040.5 11368.3 10658.8 3672.19 3016.19 655.999 2151.96 1119.67 1032.29 230.944 801.343 709.453 66.7098
internal_count=223821 214168 199467 192906 14701 12962 1739 9653 6349 3304 620 2684 6561 534
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=14
num_cat=0
split_feature=129 180 33 64 195 180 44 69 130 155 77 78 45
split_gain=56.6142 56.3164 125.959 114.817 111.927 211.897 115.889 56.9701 20.2166 16.6092 15.0503 4.89647 4.28618
threshold=1.0245748931830738 35.447791164658646 97.189413795558053 0.0024991573705340944 0.33048575801490149 39.462516733601078 -0.21111192290837658 0.41767260454580085 0.060002665450056926 -0.41615761887494224 1.8251209213100958 0.036467746507468 -0.1251160437441014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 11 -10 -11 12 -2
right_child=8 4 7 -5 6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.031633904771299438 0.13128255251370841 0.030502337652175915 -0.043069010991228673 0.0085345755217895603 0.059564654317455334 -0.013244764230488301 -0.0038277852732809051 0.085166274917494789 0.28879658834432248 -0.086460938705055251 0.052593144898136747 0.16327707567289412 -0.094054378815359038
leaf_weight=912.0681828938541 1.4877351522445681 3366.5068267164752 1034.2272464322741 3237.5857697260799 296.75446859514341 1649.7946430582087 10220.153310636408 35.845061116851866 1.2517260313034047 117.80611696792766 8.3342057131230813 4.3281241655349731 1.9512252286076535
leaf_count=20005 1 35051 27407 17147 1328 19315 100767 80 1 2652 19 3 45
internal_value=0 0.000803718 -0.00818265 -0.000294207 0.00382347 0.0161145 -0.00203905 -0.0387734 -0.0641269 -0.0736766 -0.0772735 0.0925026 0.00342906
internal_weight=0 20752.9 5219.73 4149.65 15533.2 5016.3 10516.9 1070.07 135.159 127.392 126.14 7.76708 3.43896
internal_count=223821 221100 64639 37152 156461 54366 102095 27487 2721 2672 2671 49 46
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=15
num_cat=0
split_feature=5 115 8 82 108 16 4 172 19 143 155 27 176 67
split_gain=45.5239 98.7567 71.8307 58.7967 68.9869 55.312 50.5723 51.5872 43.0154 38.8284 32.6001 46.5321 27.9804 25.7538
threshold=0.14281830442353707 0.56671787986744937 0.26693620814426205 -0.181559031041547 1.5389591723054157 0.67802893405755593 0.020300225078183992 1.0315622359509149 -0.045532651567160347 0.06183242804913406 -0.030688920168714353 0.81425423607337188 0.072542322060353659 0.20166170722342211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 -5 8 7 -4 -2 -8 13 -12 -1 -3
right_child=1 10 6 4 -6 -7 9 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.014356864010806412 0.0060967741269111302 0.018182671339575036 0.010754915374313175 0.0070097562269155539 -0.0064613167164998932 -0.026686562792000657 -0.0022446466664151261 -0.05866046381627496 0.024178510030428549 -0.029971937372821084 0.10940543154593174 -0.013292137388120668 -0.061239107154688166 -0.028426187788691461
leaf_weight=339.3421905899886 2540.4058656841516 133.97945785941556 139.89386465819553 9331.7946930041071 6414.8156634605257 330.91967411641963 1812.8017094959505 456.15921663772315 2728.9795571463183 700.09982520341873 46.803799318149686 91.012167550623417 203.73167789727449 1029.4812621288002
leaf_count=3236 20747 855 1551 90254 54430 1996 8072 3620 13784 2465 287 1014 793 20717
internal_value=0 0.00720452 -0.00225218 0.000406221 0.00152194 0.0129707 -0.0161811 -0.0423687 0.0154612 -0.00996953 -0.0176114 0.0283773 -0.0319445 -0.0230589
internal_weight=0 6901.58 19398.6 16289.7 15746.6 5600.31 3108.95 596.053 5269.39 2512.9 1301.28 137.816 543.074 1163.46
internal_count=223821 59400 164421 148713 144684 36527 15708 5171 34531 10537 22873 1301 4029 21572
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=115 58 114 120 52 58 127 115 171 171 156 178 143 176
split_gain=74.6294 67.6394 84.1567 87.8165 75.2422 63.839 54.2648 33.8747 22.6275 17.1645 114.544 15.8832 7.75273 9.48071
threshold=-0.064754495615112373 0.92220995383270721 18.612750417246762 1.2898628924630045 0.54431178531151814 0.020339273857548679 -0.088617443584586952 0.35558081739088981 0.62785364549716127 0.6340296900144472 1.2454589638735947 -0.061913092870073072 -0.15693727006895572 0.25440739487882202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -4 -3 -6 12 10 -10 -11 13 -1
right_child=1 4 5 -5 7 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.080129805385574501 0.0032684442554631273 -0.1425747975456437 -0.040323110103371862 -0.017184650213863308 -0.061734093428387204 0.025317950345068903 -0.039272477943396465 -0.0044693398366188993 3.3171436499366411 -0.078474206606233721 -0.080804818197137404 -0.0063541962661053213 -0.081912996438937097 0.38063732696809877
leaf_weight=0.99502400144410674 10457.918373849505 75.836142283456866 160.0024981937604 2626.4245267466176 115.35570264072157 2002.0061367818271 154.34352618112462 988.45302998111583 0.11773639550665294 42.126719811101793 0.63034516756306402 110.99701686434855 139.80518808140187 0.81014266156125814
leaf_count=949 99908 360 2216 20255 792 15855 1214 7196 49 12492 224 7578 54729 4
internal_value=0 0.000293658 0.00218294 -0.000837112 -0.0212992 0.0204601 -0.073307 -0.0104539 -0.0504083 -0.0238611 0.453979 -0.0261955 -0.0792542 0.126658
internal_weight=0 16580.3 15246.4 13084.3 1333.99 2162.01 230.18 1103.81 295.482 153.872 0.748082 153.124 141.61 1.80517
internal_count=223821 147796 138234 120163 9562 18071 1574 7988 76025 20343 273 20070 55682 953
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=13 103 68 130 125 63 125 29 188 171 10 39 73 126
split_gain=70.0832 76.7578 80.5079 73.2097 120.634 112.648 85.7436 168.273 69.2791 67.9688 44.4947 42.0446 35.6403 26.4987
threshold=-0.34063634576228702 0.54656353630199661 -0.10519541158467884 -0.38281255006822029 -0.060547551731445694 0.020289793118915971 0.11493946395456822 -0.035795341815633486 0.81132075471698128 1.566743908664987 0.10312230683626118 -0.12105800504656651 0.096041850787600594 0.93375176061195708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 10 -6 7 -5 -8 -4 -2 -1 -3 -14
right_child=3 12 9 6 5 -7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.008219496427689937 0.036530104672725841 0.091348037664761142 0.0060445996402246297 -0.021110624921359955 -0.33424562877468528 -0.069382564002250957 -0.013882270273715658 0.013447879514652945 0.012892056453202228 0.072443865148065903 -0.051406893281839942 0.082543249503635452 -0.04269500371133525 0.00069740775065011622
leaf_weight=100.14861209411174 182.02413308550604 29.771607949398458 1200.9379560113885 1811.9647609371532 17.16141912934836 249.63928473764099 5748.8103490630747 6335.2789619506584 1161.7105451538227 176.868729270529 84.135121626924956 317.12552984897047 280.4610110737849 282.47977774892934
leaf_count=973 3246 262 6677 50167 252 2209 48474 83230 6995 924 11469 3143 4091 1709
internal_value=0 0.0159203 0.0262228 -0.00247698 -0.0389007 -0.0864193 -0.00118778 0.00576199 -0.0093813 0.0145683 0.0087325 0.064705 -0.0152818 -0.020921
internal_weight=0 2387.79 1795.08 15590.7 532.96 266.801 15057.8 8147.24 6910.52 1377.81 266.159 417.274 592.712 562.941
internal_count=223821 17779 11717 206042 17176 2461 188866 133397 55469 7601 14715 4116 6062 5800
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=115 35 115 73 14 108 93 63 75 108 149 169 73 4
split_gain=73.6657 81.3527 103.488 83.0916 163.767 94.3351 63.2427 56.1945 36.0891 46.4734 26.6446 20.147 18.5647 12.2626
threshold=-0.17518756583639053 0.130560446581682 0.72905785057300221 0.56019327570912736 -0.14808815781204449 1.8022197117721277 0.46384951746687048 3.3176139035675978 0.06604559517466245 1.7755339095844731 -1.0899101036668049 1.1435138300396601 0.29224588180961086 -0.12380521494991631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -5 -3 -4 10 13 12 -12 -1 -10
right_child=1 2 7 5 -6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.084325912794301072 -0.017630470267607695 -0.014482060071171157 0.015187757538233227 0.023927190361024708 0.011763034562938941 -0.0039428081431223802 -0.050759537097056343 -0.095656455000560178 0.0017155335605819281 -0.14458366382520668 -0.059442979938896558 0.11085175305289779 0.31361274681523382 0.11252226615533911
leaf_weight=1.8109680337365706 3586.3911822581431 1860.3549250412907 1233.8608746404643 3472.0968029840151 4020.3456398663111 1867.8660172614036 647.90895451791584 47.497681550681591 14.623887881636614 11.856349622830747 354.76451325084781 7.0859218165278426 3.3244639337062836 31.500714369118217
leaf_count=97 38303 49017 11774 13691 80431 4983 1648 161 32 35 23527 54 5 63
internal_value=0 0.000844951 -0.0120416 0.00461697 -0.00209529 0.0141785 -0.0238529 0.011079 -0.041315 0.0319999 -0.0528982 -0.0561082 0.173283 0.0773908
internal_weight=0 16736.3 3789.62 12946.7 7606.74 5339.96 2508.26 1281.36 424.967 57.981 366.986 361.85 5.13543 46.1246
internal_count=223821 200008 62600 137408 118734 18674 50665 11935 23813 130 23683 23581 102 95
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=12
num_cat=0
split_feature=148 191 165 169 122 145 107 59 14 1 193
split_gain=53.8156 54.8877 78.0903 66.2768 119.58 92.4409 56.4633 29.5544 26.6806 10.4428 2.44154
threshold=-1.4179270228356258 2.7385566629752791 0.18703362620491218 0.12462809304789273 0.90483832031123168 -0.43324570591365191 0.93859410283091815 0.31981679753925385 -0.44759217759471076 -0.46455994719318189 0.0032551978698446629
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 4 -2 -5 -4 -3 -1 -10 -11
right_child=1 2 6 5 -6 -7 -8 -9 9 10 -12
leaf_value=0.20933475517391914 0.0025599932373584753 -0.068947882385254344 0.058874601271464516 0.12166434404405163 0.19405040154614067 -0.012449343316911707 0.32427643323373734 0.026763941669794435 0.074049630530731061 -0.020378484743175128 -0.093855244432967444
leaf_weight=3.2272207336500278 15840.29989532911 73.366977714002132 271.32806252129376 52.004768476821482 32.678390262299217 4380.6898967683082 8.260041691362856 57.583247367292643 4.0523279774934045 4.7721466661896548 86.396598162362352
leaf_count=29 156455 194 1524 119 233 64255 50 111 17 84 750
internal_value=0 0.000667026 0.0368675 -6.48721e-05 0.00295422 -0.0108759 0.0667155 -0.0268602 -0.0734434 -0.0830273 -0.0900092
internal_weight=0 20716.2 410.538 20305.7 15873 4432.69 279.588 130.95 98.4483 95.2211 91.1687
internal_count=223821 222941 1879 221062 156688 64374 1574 305 880 851 834
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=15
num_cat=0
split_feature=157 19 16 157 15 21 102 194 133 16 102 186 190 157
split_gain=46.9369 44.9224 68.8184 63.9807 55.8077 51.6998 50.5688 49.3447 9.84718 21.7483 49.5998 11.2073 9.79417 17.7748
threshold=-0.42329112438709832 0.27019963610188918 0.35323104100709013 -0.11452773448191934 1.9670553419657864 0.025917394891203746 0.25645344078624033 0.01591023398733997 0.08548418672126841 0.20554126791228669 0.51046446837918846 56.750000000000007 -0.11538461538461485 -0.43177177698915681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 9 11 -11 -1 13 -10
right_child=1 2 7 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.064208526284854336 0.00017537892544515824 0.04591275651474129 0.0038214846686898821 0.010530965330821465 0.028945697870808959 0.0028287949122535409 -0.011762782431020986 -0.037659607426930281 -0.014892313619403064 0.044771663313011086 0.84617556406241534 0.52995641312612718 -0.059117335414479943 0.35114907064507711
leaf_weight=11.197918679798022 8504.193394328584 639.17574651888572 886.36297105439007 2550.2116892097984 865.45246418798342 6102.48587467568 6088.5038630496711 423.93395843869075 8.5068785734474641 3.8439695137785739 0.96645167435053725 0.32672077184543091 179.57213131699245 1.5717111451085646
leaf_count=659 70222 4129 8116 31097 6224 47602 47101 2192 521 337 42 10 5512 57
internal_value=0 0.000606749 0.00969502 0.0176217 -0.00128997 0.00607264 -0.00480557 -0.00959932 -0.0473167 0.0271829 0.20578 -0.0473641 -0.0537336 0.0421902
internal_weight=0 26060.3 4499.68 3189.39 21560.6 6967.94 14592.7 1310.3 205.986 16.3351 4.81042 11.5246 189.651 10.0786
internal_count=223821 216683 45534 35226 171149 53826 117323 10308 7138 1048 379 669 6090 578
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=115 109 70 83 76 158 84 114 118 156 41 44 139 143
split_gain=71.2062 94.8755 72.4546 125.115 109.323 69.1533 66.8261 55.9155 46.7181 46.174 44.1675 58.3922 36.5042 26.6753
threshold=0.021034470777464166 -0.28611256261256496 -0.022958719385102518 0.24121081122113111 -0.041500284613907298 -0.36737566717041342 0.0092529888567015085 18.972545351665801 -0.015537967827299505 1.2454589638735947 0.056248698359343735 0.32747608778839243 -0.23671618135824785 -0.010611005809181886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 6 -5 -2 -4 13 -6 11 -3 -12 -1
right_child=2 10 3 5 9 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.011051315731455751 -0.0083400769641865189 -0.031436630137027043 -0.021377770655561439 -0.058282503072793305 -0.14143967147636211 0.013542115237978953 0.012756020175414277 0.0051461060054284347 -0.015053600885230351 0.035603136843754761 -0.17345625463508468 0.073813791594543016 -0.058132182660181976 0.069121584857904386
leaf_weight=54.157218027015915 2848.3531264613848 919.89366710475588 3629.170905862411 140.35873057460412 14.888738368405027 2982.321837817959 3175.6571877181996 1017.6742315660231 206.15272492064105 1393.1416466308292 31.777479389682412 55.915848204283975 201.43615471464 177.57810878075543
leaf_count=2396 20287 109111 22070 3701 61 26030 16268 6810 4583 7408 144 314 3295 1343
internal_value=0 -0.0203049 0.00158586 -0.00516634 0.00864468 0.0103137 0.00278108 -0.015569 0.0195772 0.0337311 -0.0347495 -0.0254056 -0.0738461 0.0503849
internal_weight=0 1646.91 15201.6 7769.53 7432.04 3122.68 6024.01 4646.85 437.888 1408.03 1209.02 975.81 233.214 231.735
internal_count=223821 121186 102635 58611 44024 29731 36555 28880 8322 7469 112864 109425 3439 3739
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=172 0 189 160 28 110 118 112 118 32 107 120 34 55
split_gain=68.0347 92.0823 91.2019 94.8957 94.4958 106.083 89.8349 62.8072 61.9723 50.2087 48.8141 25.1402 14.4045 13.6072
threshold=0.30707660420326183 0.78726834161654591 27.500000000000004 -0.41015581379755178 -0.031373981517118142 0.25329849173471047 -0.20791338602550899 -0.26499365092070898 -0.12441436496742529 -0.04100817957105319 -0.24141796937796564 0.038255286932394196 -0.062207575727077781 0.19157721620602305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 6 -6 -4 13 -5 12 -9 -11 -1 -3
right_child=2 7 4 8 5 -7 -8 10 -10 11 -12 -13 -14 -15
leaf_value=0.069466665757874385 0.082500217797818146 0.075129378210550726 0.054390201544859976 -0.14947577431661832 0.0095910321113598478 -0.0091152035705168132 -0.023261940547868686 -0.014681637082268738 -0.045686215044543274 -0.11215303901364784 0.034306657918156069 -0.035714425874860595 0.33367578258049868 -0.10107354790277334
leaf_weight=21.444513027556244 48.813690005801618 4.8393163742730385 158.76788632350508 71.463449885661248 8001.0972925884707 4881.0475177044864 2417.4986469079668 234.51712333527394 295.05097739610937 61.642762021627277 1533.1969614215195 142.47915881033987 2.2831969973631194 46.448772172443569
leaf_count=244 510 159 2830 1126 102107 38764 58480 1007 5004 122 12661 653 28 126
internal_value=0 0.0171357 -0.00223564 -0.048479 -0.000993197 0.00250324 -0.0184765 0.0246424 -0.0659232 -0.0427934 0.0278075 -0.0587981 0.0948902 -0.0844478
internal_weight=0 2046.85 15873.7 415.328 15458.4 12882.1 2576.27 1819 366.514 227.85 1767.71 204.122 23.7277 51.2881
internal_count=223821 15000 208821 6640 202181 140871 61310 13953 6130 1047 13668 775 272 285
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=181 96 130 103 155 77 189 146 69 147 133 121 22 182
split_gain=70.3986 78.8729 102.232 106.651 97.6228 136.078 122.33 70.5021 42.7346 28.5987 53.4715 22.9061 16.4221 15.7815
threshold=-0.053045957183455089 0.83884466726589313 -0.043479538942725708 0.62193868597811752 0.064617077701789774 -0.017170466221689103 26.500000000000004 -0.18858930338183 1.0034616996668082 -1.4967518598689498 0.047212617087268573 -0.023290469713183087 0.20951607583114293 -0.16649384781599416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 10 -1 -11 -10 -14
right_child=1 2 3 -5 6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=1.2253126059148185 -0.010847088901661509 -0.23028484031130014 -0.048154995544126639 -0.006811457579888363 0.080279718613475992 0.017198809715323709 -0.012493418011516461 0.036949598653323333 -0.059905247590312641 -0.064559717510701761 0.092044963221547524 -0.024009380645585478 -0.071428392680322458 0.081202765021307868
leaf_weight=0.45897003391291846 2305.9037590774824 10.090746521949766 891.21876514237374 2080.5861412538216 147.90655464906013 6926.9922768608667 3639.721215480502 455.97621476463974 13.718027928378431 279.22002534940839 4.4834640553453937 277.99753762831097 7.7853003218770018 52.164589611813426
leaf_count=37 55750 14 2806 7429 861 48228 67093 2581 51 17780 106 20483 63 539
internal_value=0 0.00109129 -0.0123809 -0.01921 0.00464843 0.0101944 -0.00887063 0.0311637 -0.0328199 -0.0422048 0.197284 -0.044329 0.0387962 0.0613816
internal_weight=0 16458.4 3437.87 2971.8 13020.5 9232.9 3787.63 466.067 635.828 562.16 4.94243 557.218 73.6679 59.9499
internal_count=223821 184762 12830 10235 171932 103978 67954 2595 39059 38406 143 38263 653 602
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=14
num_cat=0
split_feature=16 28 61 16 64 83 156 110 144 163 79 185 87
split_gain=55.9703 52.3232 63.4348 45.5098 28.3513 17.2586 21.8309 10.0208 11.082 6.46177 0.577585 0.101552 0.0153288
threshold=-0.5416544453060318 -0.20229720780656391 -0.3251784799005179 0.1384757433539536 0.49233342781237016 1.282617686110801 0.96536308866345 0.77278565443611069 0.29965378888371402 -0.13296602260343846 0.22547267738717777 0.68195255319471959 0.24961705132756595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 4 -4 -3 7 12 9 -9 -1 11 -2 -7
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.17003504293874749 -0.084667978472418401 0.10239331282688446 0.0032169351094645813 -0.0078436519589012068 -0.10423481202954739 -0.09425808541766828 0.1319620134807431 0.13134056590806351 -0.085850112776916634 -0.088754457019775135 -0.12988291457412413 -0.11727591755814977 -0.082734401560921725
leaf_weight=11.355325878597794 63.637546945421491 81.148059076745994 15617.405478995817 4883.2234586536943 7.2322116643190375 1.3313697874546075 8.7501988429576141 4.1406408622860891 5.4302388522773981 70.542538955225609 3.0224619358777991 0.96964165940880676 8.6800915300846082
leaf_count=79 3413 368 144637 72702 21 3 35 6 50 2302 21 7 177
internal_value=0 0.000658321 0.000946769 0.000582317 0.0854848 -0.0707886 0.0165795 -0.0887092 0.00811289 -0.100024 -0.0871562 -0.0851574 -0.0842669
internal_weight=0 20656.6 20589 20500.6 88.3803 110.23 18.7617 91.4687 9.57088 81.8979 67.6297 64.6072 10.0115
internal_count=223821 221169 217728 217339 389 2652 215 2437 56 2381 3441 3420 180
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=15
num_cat=0
split_feature=81 102 98 186 131 180 193 153 131 97 27 170 32 13
split_gain=43.9153 51.4111 69.285 70.924 63.7462 54.9401 67.6829 59.4668 49.4827 43.0306 79.2899 38.1152 33.05 27.0836
threshold=1.117140488126698 0.25491687330611074 0.020635628715730926 15.250000000000002 -0.086515660160732352 31.168005354752346 0.044954790118047601 0.093402152308386846 -0.04981782243852715 0.61061087841634487 0.3838440781920936 0.0014390081208424874 0.17266702304736195 -0.03872971442013827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 10 -2 -10 -13 -11
right_child=8 2 3 -5 -6 7 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.013731058587936405 0.038780867552320603 0.0029474427245659951 -0.085106873971473693 0.00076753896395129564 -0.028083847943202418 0.0040245316542958575 0.081416370454215015 -0.013314547483945269 -0.053456527496118379 -0.054380569783076017 0.16444049125090293 0.029261564442504603 -0.014657434203417441 0.09873476205425083
leaf_weight=1139.1012784760678 221.52236944111064 951.67221960966708 97.642361625097692 6402.9214918891666 2174.8405583917047 11685.820180821291 169.75358300306834 2381.0013106119586 96.333076587878168 53.303078555501997 64.933047431521118 474.44098109775223 268.20427859434858 14.748793210834263
leaf_count=10206 1043 8380 577 48122 21545 97985 1231 27019 819 1029 433 3366 1991 75
internal_value=0 -0.000675072 -0.00640573 -0.000522346 -0.0186383 0.00291303 0.0225096 0.00108966 0.0189597 0.0502839 0.0672651 0.00572371 0.0134003 -0.0211961
internal_weight=0 25002.8 9627.08 6500.56 3126.51 15375.7 1308.85 14066.8 1193.49 354.507 286.455 838.978 742.645 68.0519
internal_count=223821 215065 78624 48699 29925 136441 11437 125004 8756 2580 1476 6176 5357 1104
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=106 67 109 46 139 142 167 35 179 49 61 140 36 180
split_gain=72.4695 85.9448 80.986 133.656 73.6074 59.2653 60.9946 58.3988 59.8507 47.3672 47.071 26.1169 22.6447 68.4171
threshold=-0.041474138809848252 0.097151909457671048 0.47440342850413736 0.070728939127310597 0.052529602160822239 3.5471533027623772 -0.043379443650630352 -0.073441595154401337 0.41099332826725316 0.82394364840760603 -0.10830519800663106 -0.10052690658093465 8.9495857853593535 30.723560910307899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 -4 6 -2 8 -3 -5 -9 -7 -1 -14
right_child=2 7 3 9 -6 11 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.063711926935069094 -0.012693905080773726 -0.026816892091854883 0.27733530887286578 0.049533876031367795 -0.083277789856920248 -0.018800440487890757 0.0047161630910187427 0.061998517198610804 0.10293183653249441 -0.026983468179280226 -0.016630128377067146 -0.075853276501995137 0.45442885199992733 -0.029783399764836672
leaf_weight=398.33398483184283 2437.3882180259388 57.148691340349615 33.92922181362519 271.15951373777352 6.7936497067275914 210.21149539388716 11537.813210914173 81.182388232089579 94.076253350358456 115.30280769732781 1224.8848753091879 129.76577789217117 2.960941345372702 201.45198502791754
leaf_count=67084 41580 1312 179 1145 271 897 89151 239 833 561 10716 1061 105 8687
internal_value=0 -0.0180671 0.00195649 0.0448619 0.217176 0.000676136 0.00167971 -0.004931 0.0538991 0.0267046 -0.0117427 -0.0405769 -0.0498269 -0.0227695
internal_weight=0 2060.04 14742.4 427.185 40.7229 14315.2 13975.2 1457.29 151.225 386.462 1306.07 339.977 602.747 204.413
internal_count=223821 88976 134845 2156 450 132689 130731 13100 2145 1706 10955 1958 75876 8792
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=15
num_cat=0
split_feature=67 32 155 155 191 154 23 108 31 76 97 130 166 152
split_gain=68.7644 74.1777 94.753 73.8939 76.4004 63.7988 69.4576 62.093 59.6707 58.867 43.3666 43.9596 42.7168 29.942
threshold=-0.097363574926195753 0.088948747174084367 -0.037747411452848538 0.067536069801991977 -0.05148081892267959 -0.093682285306363952 -0.11488216015328355 1.762881924448285 -0.14062968711281251 -0.18290721319011233 -0.034823463989207944 -0.17814402560574957 -0.36302193078575984 -0.065440084554652167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 7 -5 10 12 -2 -8 -3 -1 -12 -7 -4
right_child=1 2 13 4 -6 6 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.067938789173747918 -0.019343415612446235 -0.051413895464775476 0.083982833267220974 -0.019151445386816728 0.0098102233375464767 0.020341002842931211 -0.0095048168853833961 0.011027684493321694 0.032372514984598748 0.0053236337835458961 -0.094871173857226293 -0.013944253851078534 -0.054159988958431174 0.032024923578018213
leaf_weight=43.449537057429552 4874.9895439952088 191.94714637519792 159.32570477959234 1251.8226678942156 3344.0726928238873 127.76256720628589 412.60348252498079 781.0111654503271 1940.4430447270861 3864.8645373001491 96.524315593764186 220.35855356790125 193.55640512827085 365.00139911929728
leaf_count=674 50497 8709 927 23605 47513 1691 3606 6626 15049 56536 220 1329 2247 4592
internal_value=0 -0.00276937 0.00780944 -0.0074966 0.00192169 0.0137519 0.0190741 -0.0151496 0.0250294 0.00263911 -0.025749 -0.0385951 -0.024537 0.0478132
internal_weight=0 14833 4581.14 10251.9 4595.9 3034.7 2674.37 5656 2353.05 4056.81 360.332 316.883 321.319 524.327
internal_count=223821 199005 70764 128241 71118 24816 22593 57123 18655 65245 2223 1549 3938 5519
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=15
num_cat=0
split_feature=51 44 81 0 61 130 10 123 130 148 143 56 139 115
split_gain=77.0516 96.0273 82.1178 96.7306 83.9249 54.1064 55.1391 38.2978 29.7179 32.8252 22.1351 20.4315 17.5076 14.1971
threshold=5.4470138986005781 -0.15679666950649343 1.117140488126698 1.4289923818217927 0.31556758183407252 0.0057045193854589537 -0.17416321487255892 1159.5000000000002 0.21776842519028572 -0.012350991082520376 0.039012032884883301 -0.060821294007038139 1.1940812750723675 0.10403352831735176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 13 -7 10 12 -10 -1 -12 -9 -2
right_child=1 2 4 -5 -6 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.084481839061648106 -0.095933172396820171 0.018895578301965255 -0.041577837727916067 -0.0014336427570407128 -0.00030609640538232651 -0.0045328315842987146 -0.077313650262205894 0.083780283786658596 0.067955000284329423 -0.01977730651265858 0.19774498715389702 -0.018681011224593716 0.021615723547861364 0.072747637552237218
leaf_weight=36.892136420472525 147.47205451340415 2983.993505061022 891.21013947529718 10854.926235179271 1101.8688355525956 411.51708270347444 139.34057052034768 204.48775339871645 73.209947569761425 102.15612274315208 6.1233019195497063 15.164219949743709 58.198157848790288 5.1643793934490523
leaf_count=681 3773 15699 3215 185028 4684 6780 1081 1443 297 362 31 153 561 33
internal_value=0 -0.00138972 0.000216671 0.00294981 -0.0187609 -0.0375412 -0.0229429 0.0386019 0.0487263 0.0168482 -0.0376273 0.0435734 0.0700077 -0.0902259
internal_weight=0 16535.5 15832 13838.9 1993.08 703.494 550.858 496.232 438.052 175.366 58.1797 21.2875 262.686 152.636
internal_count=223821 220293 208626 200727 7899 11667 7861 3528 2663 659 865 184 2004 3806
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=152 15 2 87 122 61 77 155 30 58 136 79 113 155
split_gain=52.0801 61.1077 76.8457 67.3804 94.0264 73.4833 55.9653 38.9665 41.5827 47.2168 36.0699 30.4485 30.2637 27.8248
threshold=-0.37986751354331821 1.8402749760220085 -0.51962897506608596 0.01880653695480888 -0.064663034477052905 -0.019670325125842738 -0.30045431899614872 -0.41615761887494224 13.245585904046655 0.16019964602329934 0.14906214595433179 -0.015651756226277517 -0.26266157040483895 -0.0023519035072494441
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 10 4 -2 -5 -4 11 13 -10 -3 -1 -13 -9
right_child=1 2 6 5 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.10013470699543391 0.023334657187983835 -0.0054605544533459886 0.088955232851948507 -0.021944078305059067 -0.013572380999489948 0.00208656475395379 -0.011491487875504594 0.061123076618077747 -0.05199900554179783 0.030977939935895302 0.15674616560127622 0.34049477459993194 0.10759522683144139 0.007533712748362867
leaf_weight=5.7190650262637055 2824.0341126874555 20.690342617221177 56.009281729522627 1484.0607006573118 913.6060548328096 8926.3826669967384 5746.4256912848505 253.13694173214026 134.46335618989542 139.95688241440803 40.629136993549764 6.6987960976548484 33.387637307867408 156.96961106290109
leaf_count=128 29019 51 742 20645 25677 59107 84064 1109 1137 1145 75 16 68 838
internal_value=0 -0.000761549 -0.00934507 0.00279594 0.0143133 -0.00133912 -0.0105219 0.0264253 0.0204502 -0.00967999 0.102015 0.115719 0.146515 0.0406116
internal_weight=0 20011.8 5863.75 14148.1 3737.64 10410.4 5802.43 730.332 684.527 274.42 61.3195 45.8055 40.0864 410.107
internal_count=223821 219380 84932 134448 54696 79752 84806 4441 4229 2282 126 212 84 1947
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=19 2 109 195 143 64 195 154 195 76 101 115 121 115
split_gain=43.1612 63.8749 61.3562 65.7462 58.671 62.6048 56.8692 82.9249 54.8582 50.2029 49.0889 43.3772 42.6823 40.4241
threshold=-0.054872792863112467 0.066211224865958332 -0.088869312746085352 0.45379578970555823 0.19067677765190338 -0.20496763862425751 0.33527330286292711 -0.065117012478239172 0.23993826384844993 -0.32227677501239599 -0.15816622643227526 0.085763425199476009 -0.1952028702531933 0.48387905636354345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 9 10 11 -8 -4 -2 -6 -1 -11 -7
right_child=4 2 8 -5 5 13 7 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.03484571768414594 -0.074121119191784282 0.0022492654616846036 0.071348526027072812 -0.039192694916491896 0.51612977799675919 0.023504621358278369 -0.01958338932791405 0.012658901122833792 0.013152591400575189 0.018689852663278474 0.088751292166913964 -0.0067200324600659098 -0.00053356454272625775 -0.0048168878574158846
leaf_weight=1428.8336625767406 88.955298818647861 2193.9453525450081 183.83235648553818 463.73160077538341 4.327856844291091 1919.7809349696618 1596.423942075111 1594.328519041941 1362.5136213866062 1272.7985786313075 7.0910206157714111 889.84274179092608 12480.934527644888 683.36816858756356
leaf_count=17060 323 19474 832 5217 35 9233 18337 17395 7485 17782 41 6230 97142 7235
internal_value=0 -0.00504999 0.00423324 -0.00498184 0.00335601 0.0170946 -0.0121336 -0.00347283 0.020071 0.000761093 0.250732 -0.0240519 0.00124541 0.0160698
internal_weight=0 9713.45 4204.02 2657.68 16457.3 2614.57 5509.43 3190.75 1546.35 13842.7 11.4189 2318.68 13753.7 2603.15
internal_count=223821 92030 33008 24691 131791 16544 59022 35732 8317 115247 76 23290 114924 16468
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=151 129 182 52 114 155 71 82 140 9 121 120 52 28
split_gain=67.4411 51.8277 52.5604 86.3306 60.0616 48.4143 55.8086 63.5421 52.5713 34.2307 38.4708 26.7116 24.8442 18.3596
threshold=-0.23330316469819642 1.0105888055724039 -0.10538325329365876 0.12238752594560572 6.1669105781931721 -0.31547321710493509 -0.02297372916419926 0.31100418645748124 -0.44070587565234248 1.132481615459461 0.15481864574077062 3.0676489867768679 0.19626069299531115 0.066883928875147172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 9 8 -8 -7 10 -1 12 -2 -11
right_child=1 2 4 -5 -6 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.030844211157510289 -0.060334086345535602 -0.028640905869136247 -0.020199394227433411 0.056745892747790787 0.0032055326685477416 -0.12358243556710058 -0.064867653563788694 -0.011334981195929484 5.2750993943972972e-05 -0.2156577273711375 0.045350475991781485 -0.0088170777499229271 -0.21883477715305932 -0.03308511574170591
leaf_weight=88.455024075519759 20.082522451979457 166.64954921229219 1199.3814587746747 409.04504982515937 12773.927027271668 35.994447768549435 510.59568055445561 391.92594100022689 772.81824559617962 5.9666588455438605 264.14208884909749 26.614293869584799 19.483418232761323 71.648877352010459
leaf_count=784 858 4627 68557 2223 118017 187 15093 4825 5618 27 2247 297 115 346
internal_value=0 0.00201497 0.0024166 0.0320285 0.0011966 -0.0169867 -0.0245254 -0.0416207 -0.00544936 0.0130014 0.0262357 -0.0862791 -0.138384 -0.0471203
internal_weight=0 14615.2 14549 575.695 13973.3 2141.55 1711.33 902.522 808.813 430.213 352.597 66.1802 39.5659 77.6155
internal_count=223821 194694 193424 6850 186574 29127 25723 19918 5805 3404 3031 1270 973 373
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=15
num_cat=0
split_feature=151 139 85 13 19 129 82 166 7 66 169 16 139 83
split_gain=74.2873 93.4333 67.9789 77.1916 74.1938 48.2314 48.9909 71.8735 41.9925 39.5001 29.3978 27.7333 30.1324 20.2129
threshold=-0.15990776069109683 -0.052665226844534473 -0.025892430067512989 -0.32648750532113907 -0.19845864780778572 1.0220876749591452 0.30040721084526295 -0.40591440026414927 0.13445347250698855 1.4816871419264659 -0.21314189569466827 0.35323104100709013 0.35632717793976937 -0.0645175254152167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 4 -4 -3 6 7 -1 13 -8 -10 12 -7 -2
right_child=1 2 3 -5 -6 11 9 -9 10 -11 -12 -13 -14 -15
leaf_value=0.06085007491528184 0.091482718856782178 0.061283642819472017 0.01291438439124579 -0.0092018181628781438 0.0036291315751407465 0.0015523857451908427 0.01546203982784769 0.0084653161595602197 -0.22576357161306657 -0.023791208540499986 -0.048817865052905605 0.094047616989182098 0.080631715646750993 -0.012729192639541649
leaf_weight=279.2292844154872 29.45929778565187 327.59146407339722 1950.8120541635435 8261.3437960202573 700.45867160888156 143.13078031124314 377.3956594542833 4223.6583378010982 9.55503609246807 799.32763479120331 541.40844837662007 90.810084989410825 72.637700095772743 50.546825841185637
leaf_count=3757 630 2005 14605 68378 7893 933 1546 37621 409 7895 74390 743 448 2568
internal_value=0 -0.00461149 -0.00250954 -0.00497699 0.0220009 0.00905144 0.00696598 0.0117138 -0.0420559 -0.011202 -0.0518865 0.0476862 0.0281742 0.025643
internal_weight=0 11871.2 11240.2 10212.2 1028.05 5986.19 5679.61 4502.89 630.97 1176.72 550.963 306.579 215.768 80.0061
internal_count=223821 170878 92881 82983 9898 52943 50819 41378 77997 9441 74799 2124 1381 3198
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=118 63 73 117 157 77 173 170 168 187 129 128 82 187
split_gain=69.397 91.0223 90.835 115.867 111.015 138.692 94.4725 89.2767 79.0733 64.4997 51.2175 50.1293 43.8406 43.3947
threshold=0.54008753336205528 0.027923006937540736 0.10986934472839338 3.970662655931446 -0.12434574551012309 -0.01300140691791103 -1.0000000180025095e-35 -0.010599542400034188 28.808970192918242 0.05451714222329352 1.0206442042379866 0.12114108096854292 1.1777837893047247 0.38888888888888895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 7 -1 -6 -5 -4 13 -10 11 -3 -12 -2
right_child=1 10 3 6 5 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.052675091340754203 0.070370735148788818 -0.0050264625115186519 0.018802376122327168 -0.058398928689157498 -0.03977581940847396 0.023435449438665726 -0.0071232526448994837 -0.0022248399739168774 0.41831227294015694 0.11648544320228767 -0.038482762917836442 0.022758008011970216 0.026392230761557091 0.011148340452588279
leaf_weight=773.5401647388353 214.25489989761263 1122.5990252901101 2928.2012454587966 550.16570531681646 639.4673727012123 759.21363948113867 1035.8488785203663 6504.2922297868354 8.2614072508877126 49.516516100149602 417.82852205180097 1540.4037888933672 138.75724630057812 292.82868866296485
leaf_count=41130 4673 7100 17090 2277 69505 33633 4027 35984 235 180 1176 5437 274 1100
internal_value=0 0.0117751 -0.00358666 9.78745e-05 -0.0222763 -0.00546431 -0.02491 0.0043028 0.0488007 0.159642 0.00527916 0.0110454 -0.0223094 0.0361712
internal_weight=0 3784.45 13190.7 11018.5 2172.22 1398.68 1586.01 9432.49 564.862 57.7779 3219.59 2663 556.586 507.084
internal_count=223821 20175 203646 59378 144268 103138 6304 53074 6188 415 13987 12537 1450 5773
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=13
num_cat=0
split_feature=16 194 33 67 97 154 23 96 191 53 182 10
split_gain=49.8355 49.1378 80.4294 74.1512 64.2017 94.6168 93.943 35.7384 17.2539 13.1561 16.3632 7.40006
threshold=-0.5416544453060318 -0.012026602473631624 106.68347040039735 -0.08950821473722427 0.27628413062906304 -0.23383494811926028 0.31562507609542662 0.14222558476473626 5.5113120129967905 -0.078247056880909549 -0.066785529456593329 -0.35831252317328371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 9 10 -1 -11
right_child=1 4 7 -5 5 -7 -8 -9 -10 11 -12 -13
leaf_value=0.13113978890142367 -0.030921826819229711 0.0042553669938459873 -0.052082700887018135 0.0068881202740038077 0.025843466004174531 -0.013134435053525149 0.039399068266673762 0.020797860843910356 0.28416054471456981 -0.19536712433368164 -0.054054841634031674 -0.088373562959528057
leaf_weight=5.6538909659720948 703.19193192262901 11739.889368811506 541.88250908273039 1976.8532024514279 736.75643416692037 4025.5142193101346 813.31747779535362 76.822928775451146 1.3661704165860999 7.2626950191333881 30.553101300494745 58.801204861490987
leaf_count=33 7905 128619 25063 25223 4432 24117 5145 665 25 41 603 1950
internal_value=0 0.000650854 -0.0105349 -0.00303248 0.00278184 -0.00710428 0.00653231 -0.0430333 -0.0688677 -0.0735836 -0.0251358 -0.100136
internal_weight=0 20614.2 3298.75 2680.05 17315.5 4762.27 12553.2 618.705 103.637 102.271 36.207 66.0639
internal_count=223821 221169 58856 33128 162313 28549 133764 25728 2652 2627 636 1991
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=15
num_cat=0
split_feature=157 96 102 131 174 8 127 110 25 57 86 13 152 23
split_gain=41.6404 41.7849 74.6413 88.5502 58.051 56.1668 46.7739 42.0125 11.5226 11.9283 49.3506 14.3137 6.77244 28.1242
threshold=-0.44008793154397435 0.13477067330358425 0.25491687330611074 -0.014581675965812601 0.50311310390408093 0.62916460352026171 0.30792105262450481 0.31735884299130351 0.087195163440377157 3.182968988096202 2.8199456503331271 -0.16505721794965136 0.97879371383886049 0.46058600517790199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 10 -1 -11 -10 -14
right_child=1 5 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.05411080819615547 0.0038657254202545672 0.0040944002246168128 0.0021783694283799863 -0.022057156813734984 -0.024149955060304262 0.0029863436228823614 0.02415847555115179 -0.042155576872487562 -0.064516302606115211 -0.047386404933670842 1.3322860849960605 0.38828529339476092 0.66020542186263587 -0.08234833510451367
leaf_weight=2.1053833184996615 13460.366048827767 2851.0812075081049 2790.1713311729254 3279.6823080087197 782.62108446983621 500.86243295646273 1961.0852033516858 350.39967206772417 132.1582264797762 8.6943067327374575 0.35267317295074452 0.82572499802335997 0.665873553603887 2.1798099158331752
leaf_count=145 116461 21495 22399 27798 13240 3753 10542 2758 4652 470 7 14 6 81
internal_value=0 0.000486833 -0.00163092 -0.0109166 0.00232632 0.00808251 0.012271 -0.0155951 -0.0528897 0.0411093 0.237499 -0.00959819 -0.0612297 0.091405
internal_weight=0 25976.3 20312.8 6069.85 14243 5663.43 4812.17 851.262 146.982 11.9781 2.45806 9.52003 135.004 2.84568
internal_count=223821 218446 179898 50197 129701 38548 32037 6511 5375 636 152 484 4739 87
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=15
num_cat=0
split_feature=195 195 186 151 139 14 27 190 122 67 139 25 10 154
split_gain=64.5576 78.9214 107.773 67.8414 97.3172 53.3483 49.6564 34.1721 35.5829 29.4537 24.9392 24.4706 15.0692 14.784
threshold=0.1432331000577311 0.18302900411398265 18.750000000000004 -0.14121930786818107 -0.33203567858186955 0.093868409698784419 0.011927591847180454 0.19829249645028577 0.10591270889305016 0.66686153511512403 -0.014864774945334636 0.1491768192248846 0.18156772913352981 -0.35796632206170348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 5 -5 -3 -4 8 -1 -2 12 -10 -9 -12
right_child=1 3 6 4 -6 -7 -8 10 11 -11 13 -13 -14 -15
leaf_value=-0.053816634119388987 -0.134582997092173 -0.027412882113594883 0.039011459804713655 0.029972779246114679 0.00059486565538654709 -0.003143553364101468 -0.090622048207128186 0.4676861414991389 0.087046806290132478 0.026957141109254585 0.71387620392791507 -0.072614711023295517 0.19116582403306137 -0.090268300664695433
leaf_weight=26.840347234370711 119.60777414764743 1364.6520524114967 110.56208936077019 1257.0166651585023 10950.485305890186 2693.3956722824369 40.326559466411709 3.8661839794367552 111.77129823761061 12.463117687264456 0.2508187374332923 10.501296815695239 4.0198762483196333 2.5837154317123332
leaf_count=987 1514 40234 981 9675 150398 18233 832 15 593 155 7 44 25 128
internal_value=0 -0.00101447 -0.0533733 -0.000103626 0.00361993 -0.0113049 0.00436556 0.0628452 0.0504472 -0.119339 0.23529 0.0733344 0.326731 -0.0191122
internal_weight=0 16548.5 282.96 16265.5 12207.5 4058.05 150.889 159.834 149.113 132.071 10.7206 122.273 7.88606 2.83453
internal_count=223821 222022 3482 218540 160073 58467 1813 1799 1624 1669 175 637 40 135
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=66 35 174 73 28 73 166 42 146 102 30 164 82 115
split_gain=61.5342 84.2242 79.1264 78.8004 87.0062 91.8274 83.9044 57.3804 45.3465 45.0852 50.1546 46.0422 28.554 43.3162
threshold=0.96750712927558868 -0.081390388651363429 -0.10245740902178942 -0.29717073470231331 -0.033622479473936408 0.19009304402800439 -0.35567875280659506 -0.054083868021483968 -0.34931680402883386 0.38563379273589415 38.141508123157898 -0.19346709787266561 -0.20287011666649649 -0.17246644741170478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 6 -6 -5 -1 -4 10 -3 -11 13 -2
right_child=3 9 8 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.019903514003244964 0.064921772521785173 0.019860934036113935 -0.28864257238546059 0.023664056961402391 0.0056536665044384414 -0.012818205173273043 -0.030638554650236679 -0.047543771700542629 -0.051878452266918278 0.088790631407056592 -0.059776795886360423 0.021656408341485807 0.070196640079682002 -0.086100619045177462
leaf_weight=565.01521154842339 43.166779290651903 1783.099233866611 8.359136186540125 336.48626410169527 8017.7963592899468 4050.962890345254 1843.1282298989972 162.38596319057979 250.62017872626893 191.26046556071378 82.751226650318131 219.27953522186726 198.40643128642114 33.91196657664841
leaf_count=5084 435 15258 24 3391 90982 46735 54181 623 1023 1058 340 1283 2276 1128
internal_value=0 0.0123543 -0.0120534 -0.0028432 -0.00386741 -0.000546546 -0.0222554 0.0048465 -0.0595205 0.0229303 0.016329 0.0529326 0.0501301 -0.00152283
internal_weight=0 3262.77 986.38 14523.9 14248.4 12068.8 2179.61 727.401 258.979 2276.39 1865.85 410.54 275.485 77.0787
internal_count=223821 24693 6754 199128 195289 137717 57572 5707 1047 17939 15598 2341 3839 1563
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=15
num_cat=0
split_feature=33 44 6 151 130 112 169 114 67 3 190 81 128 6
split_gain=65.299 80.7502 83.7874 78.8573 87.4012 85.7873 72.2667 37.2603 33.965 49.1082 31.2339 25.5743 16.855 6.75361
threshold=3.1171164234673614 -0.15065993751012988 0.16912785411497563 -0.083632729683895138 -0.42806779740576173 0.21059902933484942 -0.085047127608823922 11.560088666686818 -0.025951053558192192 45.345904876960262 0.19065794256633978 0.18924081691212855 0.25780620200066745 2.7406747466846011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -5 -2 -4 11 10 -10 -1 -13 -11
right_child=1 3 7 5 -6 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.084729088718266052 -0.057423817117158805 0.066929902176648723 -0.043107011806209045 -0.018859162848464978 0.0061702085343014329 0.0017417794122249588 0.058308782781484395 -0.12355543947972947 -0.11623166160437565 0.077052033123333724 0.04232078228275378 0.084509056473688879 0.028916302147207036 -0.057954241116995923
leaf_weight=11.603998984326607 82.452547243796289 245.2150023576105 520.88729981522192 3227.4604177998845 6856.458714227716 5409.2259272680385 156.10386563677457 64.72601833473891 40.868445667787455 46.656822601333261 17.851654893020168 174.02905006613582 79.428192527964711 4.024990949779748
leaf_count=266 4762 4475 7616 106613 69412 27003 1011 269 172 732 76 1044 344 26
internal_value=0 -0.00113577 -0.0316484 0.000462086 0.00826819 -0.00595663 0.018308 -0.0519987 0.0410925 -0.00578576 -0.0680297 0.0604411 0.0670875 0.0663303
internal_weight=0 16562.5 824.17 15738.4 7101.67 8636.69 238.556 585.613 374.463 109.402 58.7201 265.061 253.457 50.6818
internal_count=223821 221161 13658 207503 73887 133616 5773 7885 2660 1006 248 1654 1388 758
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=15
num_cat=0
split_feature=126 127 115 51 138 182 1 151 130 107 191 153 96 80
split_gain=48.5558 54.0415 72.7926 56.9132 83.0501 72.6207 47.2648 37.7629 25.5729 18.9546 17.3524 17.6927 0.209802 0.041008
threshold=0.99313603977333653 0.81649292718788613 1.3374129355622195 92.39381290003098 1.3776835276841264 0.078109078609896174 0.21763809190821379 0.095346600384959873 0.060002665450056926 -0.19065082483134163 0.068965517241379434 0.1008214042446799 0.02440892482319099 0.084178959840945172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 9 -2 12 -12 -10 -11
right_child=8 2 7 4 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=0.0073647264331893883 0.15463021571559474 0.020520338391369956 0.089111423644849863 -0.012289323924060213 0.88647555118562016 -0.0063582224558492067 0.24618243499403902 0.38565547315751469 -0.085634530512439744 -0.084881124033990674 -0.047703579123058046 0.089481595181625018 -0.095282600139636589 -0.10556124082071912
leaf_weight=10381.536464631616 9.7601849734783155 593.11736980266869 8.8671435751020926 3356.7094820002385 1.0284453593194474 6135.1840749814874 9.429106963798402 8.3268386572599393 66.821409716561902 3.2825981886126092 48.111060394905508 11.684306879993526 34.010250919847749 1.3545556524768469
leaf_count=113181 9 1419 27 68926 6 36621 114 22 2404 109 452 119 405 7
internal_value=0 0.000761289 0.029841 -0.000145498 -0.012014 0.0022673 0.0240517 0.232724 -0.0521341 0.0755418 -0.063578 -0.0208969 -0.0888888 -0.090922
internal_weight=0 20494.2 619.74 19874.5 3357.74 16516.7 602.546 17.194 175.024 14.3973 160.627 59.7954 100.832 4.63715
internal_count=223821 220316 1582 218734 68932 149802 1533 49 3505 125 3380 571 2809 116
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=118 71 172 77 154 88 195 5 154 139 96 98 44 98
split_gain=41.5847 47.3366 46.3549 41.8535 73.0849 79.6879 60.7246 54.874 59.0783 43.5248 29.0673 27.7902 24.2534 22.0198
threshold=-0.20309236308291118 -0.10814052707925448 1.5453784708647407 -0.048716629819115599 -0.036181252679935945 6.7391251147440565 0.36010035971064913 -0.08946415583552822 -0.23383494811926028 -0.15464796615543075 -0.066912000626819498 -0.11454369209235142 -0.10777686776761519 -0.068867540941680572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 12 7 5 -5 -6 9 -9 -2 -1 -12 -3 -4
right_child=3 2 13 4 6 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.1149143458005407 0.069328280350790736 -0.040330124086688734 0.087886440547355796 -0.010367676496727041 -0.0040045220953289062 0.1032669547622293 0.011150406671533726 -0.0073574133919504861 0.013451425523400996 -0.09428954901428177 0.52478057720805527 0.098056006452023295 0.014659911375723908 -0.057169661993643484
leaf_weight=6.3548660236410788 19.98324894439429 118.24063090700656 10.774663563817738 7239.0717217352358 5263.0315410342882 62.24277451261878 5313.0966454999871 1815.9004030168289 5487.0168860607664 87.221123964176513 1.5994580462574948 33.297041805461049 249.3383377387654 364.20842747227289
leaf_count=28 381 2782 70 54209 54380 480 50356 20137 32399 825 10 363 3445 3956
internal_value=0 -0.0224722 -0.0282644 0.000915539 -0.00170368 -0.00939896 0.00360881 0.0072346 0.00827722 -0.0637906 0.081793 0.117615 -0.00302896 -0.0530017
internal_weight=0 783.813 742.562 25287.6 17877.4 7301.31 10576.1 7410.12 7302.92 107.204 41.2514 34.8965 367.579 374.983
internal_count=223821 10654 10253 213167 159425 54689 104736 53742 52536 1206 401 373 6227 4026
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=15
num_cat=0
split_feature=118 116 176 28 41 170 81 168 59 75 14 136 5 23
split_gain=63.1588 82.7205 79.8475 79.0544 61.0023 65.9316 63.5295 58.2104 57.706 48.3095 56.5588 51.8747 43.3154 32.7655
threshold=0.1168477981479482 0.49157158604801837 -0.022861924428863156 -0.0089822256734996136 0.14745334773194654 0.053824655096815714 0.079340078359180569 13.55045791540174 0.0092369959550922583 0.020610560662674329 -0.11652094924398397 0.31359508468405334 0.015734103795464607 0.83217191710983152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -2 13 -1 -8 11 -11 -3 -7 -6
right_child=4 9 3 -5 6 12 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.04808584792021061 -0.024402909073874303 0.034444496589126829 0.011250421836251134 -0.007791780264781673 -0.059197835969766258 0.063910769674984977 -0.069788193356810788 0.017667275661438206 -0.0080025245634438493 -0.045556570478305518 0.14315750369770144 -0.0044331552279421099 0.0086546970940350205 0.011806697422645167
leaf_weight=538.92470630017488 617.06602435481182 979.95269115793053 5033.1847122571198 3846.1947595828387 465.52026237119571 156.98022643472359 160.82621095748618 179.47608845756622 2515.8371899102349 20.937388423015364 65.76858743513003 528.19453446893021 1473.6107422354689 75.534904310014099
leaf_count=66979 33050 14235 32192 33538 3059 4894 1848 1104 15352 851 327 3680 12166 546
internal_value=0 0.00391211 0.000407693 0.0030021 -0.00920241 0.00343833 -0.0180323 -0.0316589 -0.0117149 0.0250016 0.0975876 0.0208285 0.0139743 -0.0492851
internal_weight=0 11192.6 9597.78 8879.38 5465.38 2247.66 3217.72 718.401 2676.66 1594.85 86.706 1508.15 1630.59 541.055
internal_count=223821 152906 133813 65730 70915 50110 20805 68083 17200 19093 1178 17915 17060 3605
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=151 76 154 153 189 165 1 90 82 164 95 157 76 169
split_gain=61.462 71.0958 56.4257 62.9291 61.9589 57.2673 54.5687 90.426 56.9785 44.0264 41.6099 14.6805 12.9534 9.73474
threshold=-0.15045357417448946 -0.12115416398250792 -0.019801800041460059 0.024965353165624714 31.500000000000004 0.067011803126219724 -0.43689263279315416 0.13652983830202506 -0.1276206428357046 -0.073853617788675843 -0.026819973118514594 -0.42329112438709832 -0.046665037169922451 1.4715295436473312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 10 -5 12 7 -3 -8 -7 -1 -2 -4 -13
right_child=1 6 5 4 -6 9 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.030760208057988566 -0.16443618052575878 0.086048557559788061 -0.072391993217893386 -0.044961798211150844 -0.0024569182528596887 0.0092621885574673789 0.023319299197474642 -0.011076187838552284 -0.0064179288385932121 0.050333113210093421 0.018425365128318352 -0.054526459446194747 0.074042825251473224 0.04749602300452857
leaf_weight=190.46229211831815 11.859407258685676 178.08765775430948 6.2219013196881852 432.93868763715727 1649.8544685952365 1747.9525626861141 688.41863159416243 207.60861042933539 10061.316923018458 306.81574321188964 1774.1146038025181 242.29428205468867 207.53429050871637 9.7281160613056255
leaf_count=2402 15 1432 51 3015 11993 11790 9038 2255 136268 4025 20323 18058 2864 292
internal_value=0 -0.00440327 0.00789431 0.00081801 -0.0112922 0.0205194 -0.00318755 0.0337693 -0.00451354 0.0153949 0.0136569 -0.0557049 0.0697805 -0.0505884
internal_weight=0 11399.3 6315.89 4047.37 2082.79 2268.52 11135.4 385.696 10749.7 2054.77 1964.58 263.882 213.756 252.022
internal_count=223821 167358 56463 37733 15008 18730 148993 3687 145306 15815 22725 18365 2915 18350
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=19 35 157 97 195 123 119 169 195 191 83 108 96 93
split_gain=66.1704 71.1635 99.5667 163.776 96.2299 81.0445 58.3316 49.2702 46.2792 32.4788 32.8607 29.2619 18.1721 10.9044
threshold=-0.47236426103468804 0.130560446581682 -0.087628940704216132 0.17963342603626473 0.23049502362980537 337.50000000000006 4.1286622132966224 0.52662961264482788 0.39018435950275038 1.2177764938128965 -0.092803378766523101 1.5254442312243619 0.64047857433940347 0.37606332369110518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 11 10 -10 -1 -13 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.020451369856012019 -0.025158178102560342 -0.01959933563200698 0.061404249669039873 0.0046608582323182136 0.010523785140436573 -0.026459632078177454 0.093966857879289462 0.023935859041157873 0.24652876427480838 0.11022372104656888 -0.018413136817547807 0.13209096330699174 0.047414016605814603 0.038895399790301578
leaf_weight=21.816938446136191 2481.0348784182279 407.50093498211936 426.79171716520796 7149.801899323531 2880.3220244205149 2340.6816314548487 40.92488125199452 717.98406943728332 4.814787352224811 30.152584083378315 168.98052412251127 81.067128040362149 36.870816200971603 74.11309278011322
leaf_count=885 54628 28164 7434 25634 71698 21585 106 11914 80 62 1031 251 113 236
internal_value=0 -0.00130523 0.0021197 -0.00302093 0.01709 -0.0139401 -0.0243903 0.0081732 0.0389931 0.0153985 -0.0110732 0.0859379 0.105618 0.0595228
internal_weight=0 16445 12938 9630.84 3307.11 3507.09 2381.61 1125.49 417.816 278.061 173.795 139.755 117.938 104.266
internal_count=223821 221163 159394 80262 79132 61769 21691 40078 2658 1409 1111 1249 364 298
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=126 166 76 156 145 127 89 166 13 2 162 130 80 41
split_gain=49.4538 139.235 104.458 113.652 70.3869 202.284 103.362 88.7187 76.019 75.9203 74.7652 66.3661 84.7776 46.989
threshold=0.89085451054187315 -0.35222722995910077 -0.031332017622495191 1.1028725312283802 -0.23284926635301431 -0.055476628975008414 -0.016733884301584182 -0.20600942976964362 -0.32648750532113907 -0.21423695133946466 0.089401407074051101 -0.54543446153056518 -0.014659530048520738 -0.03956268589269956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 8 -6 -9 -7 12 -3 -13
right_child=4 11 3 -5 7 10 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.10007360536289796 -0.030216007877122936 -0.074207891283780178 0.097814948608819299 -0.057000770808434603 -0.0090578839941995986 -0.036585790394625374 0.058253516650364323 0.01482206192866551 0.026529251320188213 -0.0047095880484505004 -0.0078622768894841318 -0.0093831423334897208 0.10884189157353637 -0.043344728163566673
leaf_weight=43.245945390779525 169.17212245496921 37.698634893924464 233.75018523819745 59.485429946566001 759.7246125927195 1319.7110428435262 601.98891581781209 2763.6420632186346 2859.6694037066773 7110.3379604318761 2892.1178863262758 672.50840261596022 76.937915602698922 1033.4612254108943
leaf_count=427 2413 3613 822 694 3520 14686 2438 13125 12868 107705 15890 7708 1041 36871
internal_value=0 -0.0140852 0.0450122 0.0664092 0.00191566 -0.00824104 0.0388457 0.00566645 0.0190594 0.000757153 -0.0168623 -0.0250075 0.0486453 -0.0299568
internal_weight=0 2157.09 336.482 293.236 18476.4 4982.99 771.161 13493.4 3619.39 9873.98 4211.83 1820.61 114.637 1705.97
internal_count=223821 51176 1943 1516 172645 35427 4851 137218 16388 120830 30576 49233 4654 44579
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=15
num_cat=0
split_feature=151 139 119 121 0 163 26 129 189 170 122 96 108 109
split_gain=40.2402 71.5102 44.9807 79.1397 56.6706 52.4869 78.0862 61.4544 44.5858 37.1955 34.7005 32.5035 25.8434 22.3379
threshold=-0.31457086329734801 -0.047490406613972726 0.027676498838180207 -0.16966337186613875 1.0588226375791423 0.062306124779681164 -0.030272359059409431 1.0161273889736206 30.500000000000004 0.064191730826860346 -0.083751770035139061 0.88487643053311027 1.7710301134425352 0.58447584310148926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 4 -4 7 -7 -2 -5 10 -1 -3 -11 -13
right_child=2 11 3 8 -6 6 -8 -9 -10 12 -12 13 -14 -15
leaf_value=-0.073771310627545869 0.0043501877366121013 -0.052764985993400765 -0.040117535584321656 0.021868658795374397 0.036927098579711173 -0.013391106286276298 0.012265004996741156 -0.015453423190011495 0.00073663121673790037 -0.022419145368265499 0.040815932619079828 -0.032245901054466161 0.070056187445603116 0.098168645547489136
leaf_weight=29.218120269943029 2364.7706691739731 486.96365825121757 104.75885197962634 1110.2500364291482 1076.8632184149465 1724.2642277982086 3802.2389015743975 4644.793145785341 9912.4761095023714 406.47600392019376 276.74477416696027 27.540707452222705 32.647465188987553 25.106899051228538
leaf_count=288 21593 6595 1714 7308 13695 16356 32090 48290 70410 3162 1547 258 198 317
internal_value=0 -0.0169717 0.00118018 0.00550167 0.0300966 -0.00302695 0.00426032 -0.00877241 0.00286513 0.00310628 0.0298734 -0.0446951 -0.0155439 0.029947
internal_weight=0 1284.7 24740.4 12204.3 1181.62 12536.1 5526.5 7009.56 11022.7 745.086 305.963 539.611 439.123 52.6476
internal_count=223821 12365 211456 93127 15409 118329 48446 69883 77718 5195 1835 7170 3360 575
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=15
num_cat=0
split_feature=145 57 195 180 180 63 29 28 101 65 166 36 184 152
split_gain=61.506 57.8227 63.596 113.353 86.3825 31.1639 28.3311 16.6419 12.4063 8.00736 11.1321 6.0494 4.7141 2.23368
threshold=-0.30231291753226025 3.614584379182241 0.31079811995949053 40.445113788487284 33.264390896921022 0.040736958075934894 -0.083142653037078254 -0.18944644077250425 -0.08003180699772415 -0.049481781584782107 -0.26470784868001002 458.0627450568482 -0.028107135079546045 -0.35624722682526749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 12 11 -11 -10 -1 -14
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.07317269486855929 0.036254986941456908 0.012176577579208817 0.013491555374236755 -0.0088097411536084257 -0.015212529106479617 0.078289341786551267 -0.015366641264162668 -0.051352276761655706 -0.12723131094634263 -0.079438064115911644 0.055860498297152686 -0.46927233858192219 0.16261377666414761 0.034523872084983524
leaf_weight=2.2586186519474722 23.003995211678557 1624.5225450806174 6814.2136599484656 3424.5719137190899 3954.8330753265182 37.476240049581975 233.81524018626806 377.62784782040399 22.660453691467414 74.643814935210685 6.6205962524691122 0.52915237843990226 2.7269352455623448 2.7187544043990775
leaf_count=33 389 16029 75646 42902 45912 542 7277 12009 3388 19443 201 3 13 34
internal_value=0 0.000131343 0.00135179 0.00603243 -0.00723773 -0.0286 -0.00242899 -0.0463219 -0.0741731 -0.0832057 -0.0684153 -0.135036 0.0482886 0.098665
internal_weight=0 16490.1 15818.1 10238.8 5579.36 671.923 271.291 400.632 112.158 104.454 81.2644 23.1896 7.70431 5.44569
internal_count=223821 200706 180489 118548 61941 20217 7819 12398 23115 23035 19644 3391 80 47
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=15
num_cat=0
split_feature=117 94 81 116 5 67 173 121 13 29 82 82 187 3
split_gain=60.0581 149.62 81.4999 83.3522 100.432 78.2825 64.1747 63.9268 62.6869 47.494 56.5431 46.5374 46.2945 33.2546
threshold=1.5400049179951727 0.025247178018377111 0.09853429724797895 0.18031433110114367 0.19734504538265732 -0.11373991085832606 -0.31777680646326339 -0.13351581357871437 -0.30433634008384491 -0.02406200243101023 -0.12140643032652666 0.038740444245856369 -0.031523642732049141 1326.2823875281531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 -4 8 -7 12 -1 10 -2 -9 -3 -5
right_child=2 7 3 13 -6 6 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.059516822400716242 0.024290910538045329 0.028780176111795244 0.017754081084847474 -0.019633493740520886 0.099416112198047565 -0.25715985635058664 -0.0023010869997079526 0.0012561297691350785 0.010205240207640066 -0.0014105820015885373 -0.062132844452887581 -0.054475984474603459 -0.022529313991318595 0.041157621457978515
leaf_weight=357.6757533904165 100.14413745657657 233.76445249916287 3559.0186728921835 795.39508753408154 157.25738964084303 9.8921179063618165 8183.6494560253486 179.19069667067379 923.20465554791735 1149.8461675322033 310.18249810111593 914.33104037716839 709.73898956284393 101.46420866186963
leaf_count=3971 1841 1310 31253 15405 1053 43 111176 3572 7890 12320 8450 20397 3471 1669
internal_value=0 -0.00430111 0.00792424 0.0146063 0.0212097 0.00098519 -0.00260878 -0.0288883 0.0239751 -0.0118332 -0.0410403 -0.0453434 -0.00981676 -0.012756
internal_weight=0 11511.4 6173.31 4613.14 3716.28 9474.42 8193.54 2037.03 1280.88 1560.17 410.327 1093.52 943.503 896.859
internal_count=223821 151830 71991 49380 32306 123080 111219 28750 11861 22611 10291 23969 4781 17074
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=72 73 157 180 136 107 167 73 8 89 125 80 76 19
split_gain=61.1087 74.7701 173.653 136.238 113.105 93.065 91.5066 47.1106 43.4139 44.282 42.719 39.1771 35.4064 39.3847
threshold=1.0248136159082504 0.56019327570912736 -0.31356819851700041 33.384872824631863 -0.034464583371103093 -0.076727364019658365 0.40285039242656961 0.94387646631015987 0.19832350747601249 0.11782130913316162 0.38777302081280635 0.24070525774660304 0.037430777802425493 0.036203333302042222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 -4 -5 -1 8 10 -10 -2 -3 13 -9
right_child=7 3 4 5 -6 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.042862874912070303 -0.033191725569997547 0.012305585249786144 -0.041921935864417774 0.024825982386909869 0.0050493079958391363 -0.0043027934662559688 0.047993714086180209 -0.087524010096931171 0.083563386042143917 -0.026640443803182243 -0.10096939717686018 -0.060402431201484114 0.0023386684496107175 0.10507712228133466
leaf_weight=1345.1840952528582 224.18863772763871 96.100080020609312 548.85426201284281 3432.3692415060941 7771.143346824043 1611.9452866530046 120.80609956476837 81.75183854624629 43.383222369477153 228.52857997606043 158.9058873928152 323.84083579620346 810.31343267485499 12.201879590749739
leaf_count=18257 661 443 67420 12651 114056 4925 493 170 88 890 476 1193 2076 22
internal_value=0 0.00159127 -0.00364099 0.0109618 0.00195071 0.0155177 -0.0353758 -0.0191928 -0.0396159 -0.00905755 -0.0613056 -0.0437638 -0.0043992 -0.0625107
internal_weight=0 15250.2 9785.99 5464.26 8320 5044.31 1465.99 1559.27 655.006 271.912 383.095 419.941 904.267 93.9537
internal_count=223821 219438 200226 19212 181476 17576 18750 4383 2115 978 1137 1636 2268 192
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=15
num_cat=0
split_feature=180 123 120 64 95 104 130 28 137 10 65 94 34 2
split_gain=48.1325 174.381 102.663 93.6514 104.967 106.805 105.468 100.519 88.8212 87.4531 83.0925 36.5133 47.1257 32.7762
threshold=35.447791164658646 465.50000000000006 0.11436794992466652 -0.016962236037501681 -0.0012108727039434276 0.007312681536867747 -0.39070375111915784 0.080386150550736044 0.0029172213539162936 -0.32576481508596655 -0.036308316552701468 0.091966338653090132 0.0077068014129889955 -0.32104853386209636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 7 6 -6 -5 8 -2 -9 -4 13 -13 -1
right_child=3 2 10 4 5 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.095788406886864699 0.03055337277641202 -0.073937243740374081 -0.056174059043277186 0.12203107148793438 0.026513251617233908 -0.0005709452485477798 -0.031360591036446471 0.32109699994106017 -0.032111384229623417 0.056917553197783494 0.007546258825847401 0.76468363871375278 0.063865218539782831 -0.04099392488927002
leaf_weight=125.74480104865506 1422.9987859350804 176.33334776433185 216.52440969954478 46.406602680275682 1685.9182523378404 10675.782289591501 1315.1131736144307 20.696762337815017 268.9359396128566 31.75917286099866 3730.763768058212 1.166858747601508 5.3994803773239255 827.944811645546
leaf_count=1038 34696 2474 6973 2481 20720 63521 29230 67 7831 340 24899 3 111 29437
internal_value=0 -0.00822125 0.000716034 0.00299458 0.000220372 0.00312286 -0.0261323 0.0248195 0.0205927 0.161151 0.00405095 -0.0466006 0.188403 -0.0482186
internal_weight=0 5083.88 4123.62 15467.6 13723.2 12361.7 1361.52 1744.39 1691.93 52.4559 3947.29 960.256 6.56634 953.69
internal_count=223821 64935 34346 158886 115952 84241 31711 42934 42527 407 31872 30589 114 30475
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=190 195 57 34 77 41 34 91 97 115 168 183 15 118
split_gain=38.844 56.4455 68.6658 74.7001 47.3743 70.6707 51.5094 46.9288 4.57381 6.23991 16.8343 3.53753 2.18174 1.19698
threshold=2.9733229272761257 0.70799798799153624 6.118458113968865 -0.082813318613627715 -0.041668730269219779 -0.074364138362340029 0.10560837996216603 0.032908176808468061 0.86650957023103625 0.76453062427012697 44.31923762378571 1.0387202656780972 0.48349178022106326 -0.020588389920404859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 12 10 -10 -11 -2 -14
right_child=8 2 7 -5 5 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0071071535182508517 0.052777342489615409 -0.032315486498920014 -0.021219240637365622 0.066456211614116703 0.017683641276165039 -0.0062328440624283389 0.010428766113383926 0.0159261785108516 -0.034697833201623417 0.097432003659164532 0.15249605756962809 -0.066422320022257425 -0.017984777587021473 -0.087574079735435059
leaf_weight=2366.2562470309786 1.2177391052246083 94.058818805380724 458.671576006338 411.79842457902851 1354.2477880979422 14090.757389470469 5734.3876389262732 1315.869140996947 41.758478352800012 1.3500358127057541 5.4286251580342642 54.843179176328704 2.6431913543492547 38.102639589458704
leaf_count=17234 6 812 3220 3227 20033 125062 43730 8832 422 8 60 831 21 323
internal_value=0 0.000567601 0.0155899 0.0480907 -0.000887307 -0.0041358 0.0053064 0.00632508 -0.0512745 -0.0399724 -0.0131622 -0.0624857 -0.079118 -0.0830598
internal_weight=0 25826 2280.4 505.857 23545.6 15445 8100.64 1774.54 145.344 103.38 47.1871 56.1932 41.9636 40.7458
internal_count=223821 222150 16091 4039 206059 145095 60964 12052 1671 1321 482 839 350 344
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=15
num_cat=0
split_feature=115 58 154 157 116 55 6 163 66 168 107 13 176 76
split_gain=56.8467 57.1886 68.2319 66.0911 74.7836 52.6458 47.6244 31.8001 21.0777 16.9535 15.43 8.51279 8.45755 6.87934
threshold=-0.064754495615112373 1.164868411596482 -0.20355749516043156 -0.31760649712962558 0.36300019912827924 0.62571034130302527 0.27882592250873545 0.24941555332251997 5.897628708071383 5.546834564717007 0.65387464390352956 0.89294797004829529 0.086478216625863871 -0.12780832997809388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 6 -5 -3 -2 -4 11 -10 -11 13 -13 -1
right_child=1 2 7 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.28892843834305915 0.017076503515902293 -0.1385229356152004 -0.099617861365906377 -0.0010310535613406644 0.015708532309237723 -0.0026589629583450344 -0.064074971196869709 -0.016059730901016554 0.48715438152057439 -0.029498922760184312 0.082806124573231554 -0.087836549683360091 0.10951252845488113 -0.073562091197746288
leaf_weight=0.52524261764483426 101.2629050516698 29.846854029223323 146.72469297901262 11597.203252771695 3466.5467797946185 641.74086195748532 252.98233771134983 66.048952073324472 0.68715193367097427 76.058325702091679 14.57900279026944 3.706556248071136 5.2437474583275616 161.95493766487198
leaf_count=37 4562 148 1067 96891 32711 4275 7548 594 34 6773 99 359 32 68691
internal_value=0 0.000398619 -0.0243316 0.00181712 0.00282115 -0.00869706 -0.0408774 -0.0736798 -0.046488 -0.00768314 -0.0114347 -0.0671602 0.0277851 -0.0723903
internal_weight=0 16302.4 884.361 15418 15063.8 671.588 354.245 212.774 262.755 91.3245 90.6373 171.43 8.9503 162.48
internal_count=223821 147796 6084 141712 129602 4423 12110 1661 76025 6906 6872 69119 391 68728
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=12
num_cat=0
split_feature=157 73 172 117 190 121 65 0 76 26 58
split_gain=59.0421 61.5833 103.3 111.565 98.6824 87.0257 64.243 26.7329 20.7301 14.4278 14.2984
threshold=0.27366379671925084 -0.043485798424407467 0.23353295026295542 2.7999440850671942 0.1247563352826513 -0.34255835398366358 0.1239427934776446 0.74675832044116064 1.2509591992850695 6.4380401536836969 -0.18313560508603791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 9 10 -2
right_child=8 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00044540766026939665 0.050177707151913248 -0.037505860561994432 -0.012333959754181683 0.010755387960518326 -0.10218747145747514 0.043661530277731932 0.048327776023235958 0.050804493759379059 0.4995543922676805 0.33809034037712554 -0.058183200289037888
leaf_weight=5132.9485155667935 12.868725627107777 37.44590766960755 7603.1431373653613 2887.4169811561587 42.75516958348453 948.50843960119528 296.38374379379093 405.26052572671324 0.68632598489057173 0.95014871563762326 226.56232086266391
leaf_count=48329 1838 266 79973 24165 316 7140 3519 2300 31 26 55918
internal_value=0 0.000582991 -0.00398206 -0.00597886 0.00835656 0.0373708 0.00305928 0.0433348 -0.0492489 -0.0508158 -0.0523591
internal_weight=0 17353.9 10933.3 10490.6 6420.6 991.264 5429.33 442.706 241.068 240.381 239.431
internal_count=223821 166008 106704 104138 59304 7456 51848 2566 57813 57782 57756
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=15
num_cat=0
split_feature=96 16 128 61 154 106 110 52 127 103 8 156 161 18
split_gain=64.2178 126.955 98.9197 121.286 91.5424 116.537 88.8605 76.821 68.5983 67.438 31.5309 37.8694 25.7276 19.5235
threshold=0.83884466726589313 -0.35661570840925455 -1.0000000180025095e-35 0.031723041170217417 0.046233937945320595 -0.14349551870263694 0.47064499570140178 -0.055596911585421301 -0.26286508724705604 0.62193868597811752 -0.097799214806903303 0.61504465210716219 1.3393174689875031 0.19102737343371187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 12 5 -4 -5 -6 -3 -10 11 -2 -1 -12
right_child=1 8 4 6 7 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.051482632269000655 0.079057715388260064 0.049785361773039959 0.031377734101446987 -0.0075458605671668358 -0.022238091232813065 0.0039798395300179824 0.052549859828213391 0.010457121575812437 -0.045607851636086119 -0.012591767307516849 -0.06512925421327416 -0.048821277495311517 0.83666371406062945 0.059645573496524731
leaf_weight=616.7809988479712 33.914256274700165 135.73012241348624 2628.4783249580942 3129.1408771823044 1471.6350430786842 3792.5369930079323 267.04725536610931 1404.4948314412904 902.18559697689489 1968.6161826830357 13.078148556873201 73.010732160881162 0.32633167487801884 304.86834113113582
leaf_count=66087 179 726 11112 42341 16912 43508 821 29857 2853 6705 71 189 54 2406
internal_value=0 -0.0124523 0.00289027 -0.0102308 0.00855424 0.0151953 -0.00282045 -0.0062721 -0.0196831 -0.0229675 0.0387152 -0.00826087 -0.051013 0.0545132
internal_weight=0 3431.4 13310.4 4013.3 9297.15 6421.02 3396.19 2876.13 3006.53 2870.8 424.871 106.925 617.107 317.946
internal_count=223821 13129 210692 109303 101389 54620 43162 46769 10284 9558 2845 368 66141 2477
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=15
num_cat=0
split_feature=148 187 59 34 170 10 13 22 2 66 193 74 41 21
split_gain=47.9031 47.1303 48.7682 128.618 65.7868 48.0907 54.61 25.2179 16.5378 13.2274 2.92356 5.48989 0.803295 0.0325677
threshold=-1.4179270228356258 -0.076241309958380798 0.023537856646142191 -0.013302817500189723 0.053824655096815714 -0.018303837242741854 -0.18397070495747017 0.025666284913614171 -0.34660945109268876 2.1283855172579105 0.0032551978698446629 1.1184080202036883 -0.15759129247468265 0.18826827381057698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 -1 11 -10 -12 -11
right_child=1 2 4 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.11643499436697757 -0.032106027287360485 0.0029453103112399158 0.019046989432915107 -0.024410263532865132 0.00069240371393267531 0.46081942353588068 0.0091369527129866578 -0.065525182088381206 -0.092386069861161879 -0.098989427057437435 -0.1585690157125938 0.14254188656376807 -0.091959530943161408 -0.083067820111123555
leaf_weight=7.6921920357272011 589.55628112494014 8453.1292192131514 3134.272713592276 2157.3957975930534 5180.2266992619843 0.91457800340140138 704.92361421172973 193.02566684430349 2.8123292530653989 2.4174167853780091 1.8567063212394703 1.5390615463256834 72.779919133055955 2.7419280335307121
leaf_count=27 4739 66140 24168 44335 61945 55 7512 14047 82 13 2 1 698 57
internal_value=0 0.000529343 0.00187687 -0.00261679 0.00761143 -0.0166042 -0.0096467 -0.0630431 -0.0718545 0.0333482 -0.0889713 -0.00929342 -0.0936165 -0.0905279
internal_weight=0 20413.4 18925 10610.5 8314.5 1488.42 1294.48 193.94 91.8396 12.8515 78.988 4.35139 74.6366 5.15934
internal_count=223821 222941 196588 110475 86113 26353 12251 14102 880 97 783 83 700 70
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=166 164 108 14 74 186 34 28 62 151 122 1 181 160
split_gain=36.7578 56.8871 75.7199 50.8912 41.0175 61.2534 53.6974 23.2731 52.4521 25.2478 21.0517 18.5897 44.3786 16.6253
threshold=-0.3290680334343174 -0.27669435569468098 1.5235454428732911 -0.2409382622850986 -0.07273921631135695 9.5000000000000018 0.10560837996216603 -0.0095343564717660003 -0.024230069350481744 -0.15741382514802696 -0.24135559966936729 -0.27826825474769012 -0.061520164852180668 -0.41015581379755178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 8 13 -10 -4 12 -9 -1
right_child=1 4 10 -5 5 -7 -8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.065127500098833419 0.18850755058345306 -0.015581386393912275 0.041514068322998733 0.057466779141223216 -0.076917041904856279 0.0028259584447280729 0.0041468063552186352 0.20790375474025369 -0.00033767132523786404 0.16087131342233396 -0.031218952378544603 -0.061576846848589606 -0.028859211117948414 -0.0071147560347762338
leaf_weight=64.082089360570535 35.845965321233962 3270.419490458793 58.364462629309855 171.09115498955362 96.812429596204311 19182.673058862099 2386.4421244780533 8.5992657506139931 15.577008686726911 25.815809104125947 125.07379017141648 198.30503370251972 99.743247553124093 215.60171158332378
leaf_count=3515 798 34730 614 2417 807 141692 16915 786 679 717 1891 7318 5177 5765
internal_value=0 0.000821619 0.0387001 0.0801659 0.000228636 0.00242553 -0.00725872 -0.023675 -0.00485771 0.100205 -0.00807752 -0.0433778 -0.0100671 -0.0204068
internal_weight=0 25326.7 390.375 206.937 24936.3 19279.5 5656.86 627.724 321.077 41.3928 183.438 306.648 108.343 279.684
internal_count=223821 199864 5720 3215 194144 142499 51645 23957 10676 1396 2505 13281 5963 9280
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=10 195 195 180 180 121 21 115 52 103 58 165 180 101
split_gain=54.8135 54.6512 70.483 120.708 56.9099 37.7087 25.8661 24.7859 21.0745 20.6247 17.5719 29.6028 11.7467 6.58141
threshold=-0.22094857374743349 0.1432331000577311 0.18302900411398265 29.739625167336012 29.213520749665332 0.16773387633866013 0.20965045210529074 0.58050641748867859 0.93513199331682684 -0.17330220851916503 0.13223171342959983 0.24335383189769497 40.973895582329327 0.16353750357005231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 9 -7 10 -9 -2 11 -1 -12 -10
right_child=1 2 4 -5 -6 6 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.05672240677321766 0.15452128876959667 -0.12043549427824768 0.032244163985259068 0.012492270068481049 -0.00041883432761602614 0.10084198822450595 -0.11393412916221611 -0.098476193408233492 0.03509570510069631 -0.049916275067833582 -0.087009222578142864 0.066604676653256006 -0.021010592151075837 0.16914637798229615
leaf_weight=62.234860159187519 5.7219223266583858 129.71730418459629 552.72081680888368 144.31388225901173 15282.029154119256 107.00942259654403 5.9174501826055339 6.2059504324570325 5.834143439307808 35.870881213646499 128.24382309962675 28.320076830379548 34.148783303891832 9.8395341467112285
leaf_count=35769 45 1329 4860 1363 167188 552 27 146 41 618 5384 5010 1464 25
internal_value=0 0.000418862 -0.000148886 -0.0504313 0.000721286 0.059607 0.0895876 -0.0446164 0.0574935 -0.0217918 -0.0534488 -0.0181532 -0.0731307 0.119249
internal_weight=0 16263.3 16108.8 274.031 15834.7 154.52 112.927 274.827 21.8796 41.5928 252.948 90.5549 162.393 15.6737
internal_count=223821 175982 174740 2692 172048 1242 579 47839 212 663 47627 40779 6848 66
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=186 73 67 31 157 43 108 72 187 168 154 66 148 99
split_gain=54.5621 67.2351 60.2447 72.756 65.9255 43.6684 37.9828 36.2741 30.6726 30.3609 23.3354 20.446 14.4937 18.0696
threshold=89.750000000000014 0.59254971633777587 -0.097363574926195753 0.10781868538081964 -0.24237395073703721 0.73739887010663474 1.8699683451948523 0.96277931691858565 3.0763649463760308 10.758572557247541 -0.15311071483289318 2.4354476784276291 -0.60255281671454808 0.011776624713361614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 11 -11 -2 -10 -14
right_child=8 5 3 -5 -6 7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.033011605260578593 0.07635386799254959 -0.0041074706552679972 -0.0062848118309441472 0.010528440558184228 0.0014377948446964613 -0.039476406742807862 0.087448359982911228 0.0006617737684995518 -0.081697636492427977 0.024190240513080098 0.11122366626901124 -0.057417097861500836 0.23869065246414253 0.0033080969068679982
leaf_weight=1135.4558878550306 18.847819423303008 228.48840077966452 9521.1580806778366 3527.2123251463563 1583.6135654986429 904.14455086976523 56.521012788638473 299.81733232032275 19.926647488493472 42.96152989170514 108.88471519900486 29.014784459141083 3.4447853986639521 61.254840317647904
leaf_count=10666 80 1193 119607 58637 12967 14892 258 3355 213 389 721 112 52 679
internal_value=0 -0.000836345 0.00108182 -0.00173988 0.0146227 -0.0211487 0.0140492 -0.029481 0.0433287 0.064709 0.0865995 -0.00473942 -0.00712645 0.0158405
internal_weight=0 17256.4 15767.4 13048.4 2719.07 1488.97 285.009 1203.96 284.335 199.709 151.846 47.8626 84.6263 64.6996
internal_count=223821 221575 201877 178244 23633 19698 1451 18247 2246 1302 1110 192 944 731
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=51 86 73 106 180 156 193 180 137 156 103 139 81 168
split_gain=60.0787 70.3078 142.319 128.189 138.974 99.1387 84.7613 77.4977 23.183 28.9104 31.7027 30.5722 12.0194 7.37885
threshold=5.4470138986005781 0.43272191251700903 0.56019327570912736 -0.13608006512656293 36.086345381526108 3.4479462853825948 0.026053191362053772 33.826639892904957 0.14679387437096533 0.65731389197735146 0.012756279566328622 0.97723008193736005 0.2394574597116805 4.6894630918067302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -5 -4 12 10 -10 -11 -1 -14
right_child=1 2 7 6 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.08605415230954408 -0.021496082511876641 -0.035229917231202293 -0.050033921318761859 -0.02408567197815336 0.030383370806390881 0.095290833003431025 0.0022185233140458371 0.0049907406463964056 -0.097147142082054716 0.021362689154134758 0.057451510802910291 -0.076220494375757897 0.14218813658285834 0.065615161221711002
leaf_weight=3.3766835993737905 642.46613101329422 1961.9768610044848 274.88294916553423 1589.5218741017743 2630.3807556543616 59.973692600498907 5342.3193267185125 3718.4559857223649 14.065215127891859 114.44024375313893 232.94642524351366 44.624315710039809 28.810335690155625 22.344974528998137
leaf_count=130 10198 7584 944 134044 18054 447 36600 12422 341 656 1992 260 43 106
internal_value=0 -0.00116673 -0.009742 0.00388808 0.0201993 -0.0313585 -0.00381322 0.0012031 0.0354581 0.0272367 0.0486484 -0.00601351 0.0966786 0.108741
internal_weight=0 16220 6015.29 10204.7 3272.85 2021.95 6931.84 3993.34 460.608 406.076 247.012 159.065 54.532 51.1553
internal_count=223821 220293 21397 198896 28252 8031 170644 13366 3528 3249 2333 916 279 149
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=13
num_cat=0
split_feature=129 119 49 180 180 75 91 96 131 76 96 2
split_gain=44.3251 57.3914 48.9054 48.0028 94.2056 92.8136 25.3485 14.3516 15.0734 8.15435 7.96217 3.92181
threshold=1.0245748931830738 -0.29331198829089694 -0.044092333126438087 35.885542168674711 39.935073627844723 0.002481465586369149 0.0049029487830701971 1.6339801252579302 0.081858212641342978 0.028908356023688579 0.020226972081266909 -0.3153820700317615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 -3 -4 8 9 -2 -1 -10
right_child=7 3 6 4 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.099854778099468799 -0.086439018227538189 -0.031006818306588232 0.22490542253150184 0.011415329258654808 -0.0047286694347359153 -0.00071961059195784795 0.066446799519092645 0.04274919076799031 0.0022839211012888219 0.12164037013923611 -0.3146909819336105 -0.088753248194100409
leaf_weight=8.4072295150253904 2.787947499775326 1311.7531935608713 10.99046533112414 7072.9005935067835 7392.3588765289169 4424.7340209297836 123.95052623120137 11.963955203071235 4.9887689603492609 5.804441453423351 2.1704780953004947 91.955582618131302
leaf_count=87 151 37197 74 76237 70172 36877 448 29 73 8 8 2460
internal_value=0 0.000546092 0.0631218 9.53427e-05 0.00316506 -0.00764534 0.0793527 -0.0610502 -0.0728173 0.0541255 -0.143938 -0.0840685
internal_weight=0 20347.3 145.519 20201.7 14465.3 5736.49 134.941 117.501 105.537 8.59239 10.5777 96.9444
internal_count=223821 221100 617 220483 146409 74074 522 2721 2692 159 95 2533
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=15
num_cat=0
split_feature=157 158 77 139 77 44 157 25 158 166 137 73 135 35
split_gain=37.3237 63.1013 43.4475 90.6255 55.9328 41.8765 26.3789 20.7241 16.1325 18.6517 36.392 16.794 33.449 17.3493
threshold=-0.35214277370302499 -0.35126043871089135 0.2039359609431616 0.26095276588352873 -0.041668730269219779 -0.051626707790262162 -0.32592946301694592 0.080730910905068134 -0.30986686005415626 -0.12217475765547565 0.26382834165632268 -0.13116630034094659 -0.051622109703619468 3.3603141985452685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 11 10 -10 12 -1 -13
right_child=1 2 3 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.48997316013959902 0.051726403452216956 0.0049997166314367106 0.026328098729583277 -0.003978910543796131 -0.0054814143326332486 0.13683650989247417 0.24581541421830272 -0.0022578917536963347 0.0090430763751215958 -0.022100323327800205 0.22474456871933357 -0.034597591904511997 0.017663772103608973 0.17103314151418791
leaf_weight=1.5735043487511564 10.672363682067955 8499.7946587502956 1845.5429164064117 2120.072739842115 12697.793266405468 14.494948512408881 20.364171404857188 41.039801404811442 28.518011480569839 54.723832284100354 10.777691953815518 553.99536873889156 31.856578986160457 4.1336630592122665
leaf_count=286 216 62768 12684 17902 111090 94 159 222 1002 411 99 14187 2674 27
internal_value=0 0.000811785 0.000518565 0.0101256 -0.0012787 0.0860406 0.179075 0.0340467 -0.0228355 0.0156425 0.0682039 -0.028951 0.0398947 -0.0330746
internal_weight=0 25249.8 25163.2 3965.62 21197.6 86.5713 31.0365 55.5347 685.579 94.0195 39.2957 591.559 33.4301 558.129
internal_count=223821 205135 204444 30586 173858 691 375 316 18686 1512 1101 17174 2960 14214
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=15
num_cat=0
split_feature=70 93 70 95 63 29 26 168 13 60 60 19 103 16
split_gain=54.2828 102.407 71.3526 105.673 79.0303 63.2169 61.7825 76.6553 60.2388 58.4383 56.5676 43.8649 42.0615 36.3859
threshold=-0.02588587650147376 0.022522911542917225 -0.066838756396543256 -0.02625690974498289 0.032112995358318609 0.076656244612568578 -0.13326521129897381 5.0611295963736893 0.36124449085575205 0.34655729386491335 0.15433219982648963 0.53053155049127476 0.16665647832413036 0.10647093128358982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 -5 13 -3 -8 10 -1 -4 -10 -7 -2
right_child=1 6 8 4 -6 12 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.018208839383728744 -0.0072897232242587545 0.084924950450374292 -0.0082681364102220722 -0.035562259367556283 0.0091018429644729327 -0.10565604763991616 -0.042843977951583914 0.0044173143455073496 0.029064131216930168 -0.15745698061171406 0.024353280493525014 -0.020149531003651674 0.060799011972276856 -0.029469876510312767
leaf_weight=1301.4334146326 1686.3507219877647 89.55838294546993 1625.2281077895968 1253.8843290674558 579.1473818886443 124.46898308662639 368.43718847978744 5007.611876363233 2144.802776998491 19.217146473180037 789.94236442755209 197.81520336377434 17.289306987950113 1317.4142709342996
leaf_count=12772 49224 686 20820 10538 4781 5705 15177 53264 15672 197 7182 3912 1136 22755
internal_value=0 -0.00572238 0.00575153 -0.00591307 -0.0214506 -0.0200974 0.00255061 0.00117835 0.0134834 0.0156527 0.00240152 0.0249084 -0.0853546 -0.0170177
internal_weight=0 8611.13 7911.47 3153.68 1833.03 3145.52 5465.61 5376.05 4757.79 1320.65 2415.17 2342.62 141.758 3003.76
internal_count=223821 147947 75874 28288 15319 78820 69127 68441 47586 12969 28002 19584 6841 71979
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=13 131 126 102 186 88 191 196 179 103 73 120 101 4
split_gain=53.4636 51.5605 55.2646 63.0863 49.3397 63.5072 39.3633 33.9554 27.5634 20.1707 17.7366 7.17405 19.7966 7.66096
threshold=0.21313968848426448 0.74831786920893595 0.97377478066603362 0.23620371168163268 61.250000000000007 0.0095068395566220241 2.2325581395348846 0.10446983051800145 -0.10205800689469895 2.0200354732486447 -0.094241135029187864 0.24274142852981248 0.17586268789844028 -0.15126192642909378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 11 -4 10 -9 12 -2 -13
right_child=7 2 8 -5 6 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=0.002852216994152796 -0.010916411726687322 -0.088963958934727583 0.054099677386973445 -0.01788028836838209 0.046055108839599956 -0.018398200386643481 -0.02018000317952837 0.1302238707336793 -0.015457573203893085 0.49389169979510728 -0.011320394773801808 0.067508422000725238 1.056476543509707 -0.072964595344192418
leaf_weight=14327.773085575027 14.983757645415604 184.68507786223199 107.6305094625568 385.37677543796599 416.03271898906678 1559.3926241337904 114.39731773198582 10.122857683978507 121.03632137208479 0.85791553370654483 70.567506793944631 3.965287885424913 0.17579545610351566 185.6770671193226
leaf_count=117450 2654 833 656 2164 2619 26287 1217 289 840 12 3713 437 28 64622
internal_value=0 0.000561019 -0.0242499 -0.0409095 0.00176809 0.000766398 0.0317702 -0.0430064 0.0172821 0.011565 0.00643677 -0.0647358 0.00146145 -0.0700274
internal_weight=0 17216.3 798.729 570.062 16417.6 15887.2 530.43 286.35 228.667 81.5483 80.6904 204.802 15.1596 189.642
internal_count=223821 152066 4493 2997 147573 143737 3836 71755 1496 4014 4002 67741 2682 65059
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=186 25 168 81 159 110 115 35 195 14 176 130 18 3
split_gain=60.6269 78.486 86.5754 113.127 113.059 66.0712 65.0634 49.8839 49.8701 49.9289 35.401 31.6408 31.7265 30.1992
threshold=45.750000000000007 0.57924753288308251 26.412918667381913 0.39483842782444617 0.47387428586609137 0.54496857087045636 0.13295849054109149 0.10347854686608374 0.75077127366621499 0.44695723352777345 -0.0016839658179064918 0.48199555930688859 0.61873728015712592 286.4717993488718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 13 -8 9 -3 -10 12 -7 -2
right_child=5 8 3 -5 -6 11 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0016409149610450828 -0.046881781209003909 0.037384227563716725 0.049504395685937647 -0.022825617999585119 -0.027303624498198911 0.055498227588580723 0.011320904639521755 -0.031516541034406077 -0.10268125965268467 0.15785776122744255 0.00657590157241595 -0.0059603060084138723 -0.027308663697979626 -0.11995568273431496
leaf_weight=10770.709402168781 433.95659849967342 664.10792721365578 730.44451516043046 307.16876770870294 1542.8001785259403 208.77760653803125 480.6154920514673 625.79447214491665 35.146721566095948 36.280158186331391 189.83893409185112 466.29512809589505 59.442400373518467 65.029922056011856
leaf_count=152794 1466 6969 10282 956 44814 713 1600 1565 150 66 917 1112 192 225
internal_value=0 0.00230395 0.000351931 0.0280923 -0.00198564 -0.0150617 -0.0264279 -0.0129083 0.0304674 0.0436248 -0.010492 0.00978092 0.0371467 -0.0564051
internal_weight=0 14276.5 13351.1 1037.61 12313.5 2339.91 1605.4 1106.41 925.374 700.388 224.986 734.515 268.22 498.987
internal_count=223821 216948 208846 11238 197608 6873 4856 3165 8102 7035 1067 2017 905 1691
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=12
num_cat=0
split_feature=28 23 148 56 19 97 100 154 85 182 69
split_gain=45.8632 52.6732 43.3316 44.5205 21.7948 20.5693 10.5717 0.665056 0.370145 0.0771123 0.0576667
threshold=-0.20229720780656391 -0.27430981522158865 -1.4179270228356258 -0.2016206724738602 0.48318023260505444 -0.04710425576557193 0.67107024152378536 0.24828739798594529 0.20595718200968208 0.68181226147232843 0.21521002157136165
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 9 10 -1
right_child=1 2 3 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.083891685097173083 -0.092933452428855576 -0.093143761753011811 0.041770292685338155 -0.00010763043630505677 -0.17916842818899473 0.10856841100777953 -0.01628521883639401 -0.095278813135847795 -0.12029460719453225 -0.11357022519277481 -0.11495660317268366
leaf_weight=56.288145335915033 5.455227938538882 60.970903711742721 257.12986185122281 19948.12547189623 1.2252978624310333 70.994308111257851 25.331578051205724 4.1313903901027516 3.0739684281870714 0.90956310927867789 0.60397653141990204
leaf_count=3448 264 672 2511 216403 19 184 206 74 28 7 5
internal_value=0 0.00044614 0.000123291 0.000425303 0.0805268 0.0941898 -0.0705842 -0.114468 -0.0864815 -0.0846833 -0.0842215
internal_weight=0 20373.4 20291.6 20205.3 81.8062 76.4495 86.3025 5.35669 60.8757 57.8017 56.8921
internal_count=223821 220333 219792 218914 541 448 878 93 3488 3460 3453
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=15
num_cat=0
split_feature=16 158 19 15 151 132 83 193 30 195 105 128 142 83
split_gain=36.4586 63.3356 59.8805 57.0503 46.6214 44.5906 60.0435 37.8836 36.3425 30.0428 28.3887 35.8617 30.1757 11.3099
threshold=0.6190717801369815 -0.12521878618836338 0.27019963610188918 2.0467292629695901 0.010876993665583401 0.099581974147285757 -0.06343034948784175 -0.049852378512599028 29.029221092756831 0.15008793528703659 42.005310215576465 -0.33494880573922392 0.062514197036619604 1.7462698741059068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 8 -7 -5 -4 -2 12 -12 -3 -11
right_child=1 10 5 7 -6 6 -8 -9 -10 13 11 -13 -14 -15
leaf_value=-0.011560931158329948 0.20946971252083638 0.010867984207333642 -0.0064236107128072739 -0.044761203166180402 -1.9444994465905287e-05 -0.010830545550477126 0.030297528814429799 0.009054719787967366 0.03168547553262447 -0.061770671530192306 -0.026373724989240434 0.33474905521665727 -0.021482808307533529 0.045531775903443657
leaf_weight=5513.4032372023794 4.2473393862601361 559.25016805157065 1406.6488542128354 134.12395151774399 9583.8545945092919 445.91235633683391 1740.459285767749 5288.6687077453826 304.39088895963505 302.59967490076087 5.4572220984846354 5.5431561041623336 595.18265001894906 10.152433160692452
leaf_count=62526 59 3951 19927 936 64789 4213 16773 42575 1531 2334 93 40 3983 91
internal_value=0 -0.0150674 0.001084 -0.0010742 -0.00423431 0.012447 0.0219094 0.00772367 0.000355927 -0.0546999 -0.00428736 0.155598 -0.00581088 -0.0582875
internal_weight=0 1482.43 24417.5 20520.1 15097.3 3897.41 2186.37 5422.79 1711.04 316.999 1165.43 11.0004 1154.43 312.752
internal_count=223821 10551 213270 170826 127315 42444 20986 43511 21458 2484 8067 133 7934 2425
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=106 83 177 58 130 154 44 76 180 108 106 66 154 163
split_gain=53.5378 76.0598 71.1912 67.1214 75.8137 67.2437 59.8567 53.4116 67.2239 41.0299 38.7903 26.5244 39.4902 27.247
threshold=-0.041474138809848252 0.33779411411792831 0.10581407904197056 0.7506597935506818 -0.21939632865683048 -0.22726776263432988 1.2582138877127897 0.18237189620205235 37.554886211512731 1.762881924448285 -0.22056952610516314 4.6779487757305693 -0.39992282183484212 0.097220094561186063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 -5 9 10 -9 -3 -4 12 -1 -13
right_child=1 6 7 5 -6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.93203599277186167 0.014366415389579425 0.024302157267105176 -0.09392212700495059 -0.0050301867375803977 -0.0032497886149983747 -0.051840340743552031 -0.023874466631229607 0.048718640275138871 -0.021650706963447511 0.0739866236783914 -0.013857644705790996 0.00042829455788235394 -0.071552072374202344 -0.073870508607625743
leaf_weight=0.39266437987680447 3464.6771873977268 1030.2783153791679 65.16908434429206 862.41640108521096 8284.5882688293277 476.40641219016106 224.15781378862448 328.71733307663817 231.26340332918335 198.18261946906568 846.82486897043418 153.52937152823142 264.820766025583 72.743894697836367
leaf_count=11 29688 5767 634 7686 85744 3498 1385 2933 7506 1077 5998 8622 60299 2973
internal_value=0 0.00193703 -0.0156553 -0.000472441 0.00194496 -0.0216871 0.0236464 -0.00465237 0.0196572 0.0323176 -0.0195789 -0.0486084 -0.0700662 -0.0234578
internal_weight=0 14540.7 1963.46 13088.1 11749.3 1338.82 1452.62 1471.97 559.981 1228.46 911.994 491.487 265.213 226.273
internal_count=223821 134845 88976 126616 115432 11184 8229 17071 10439 6844 6632 71905 60310 11595
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=115 5 55 127 45 3 55 115 94 177 63 61 195 157
split_gain=52.9145 123.963 61.2231 87.0997 69.7746 60.166 61.2243 44.9185 36.3739 30.8337 40.2161 28.8216 27.3163 22.9657
threshold=0.15627291758338191 0.19734504538265732 0.29567724374893684 -0.10026612045175264 -0.040455803309272773 20.927866036668792 0.56846476457910289 0.35558081739088981 0.92631704660751957 -0.057077470262550507 0.015214761697490357 0.015324697286731238 1.4672463151273301 -0.0039770193850964548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 9 12 -8 11 10 -2 -3 -7 -11
right_child=5 8 3 -5 -6 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0034468246014384783 -0.087539996942400389 -0.0013569274789799629 -0.035332465356437706 0.048659743526449917 -0.011845013695522488 -0.047094753485422781 0.037889726647093315 -0.016129768090786627 0.2399563421124683 0.055069345559223576 0.021896077971204284 0.058516287392127053 -0.0080425629770663025 -0.045671599448221301
leaf_weight=9787.4380378017668 49.826919117593206 100.53542858373839 160.66417266905773 533.22028820659034 4292.4883547835343 800.3476726145891 213.86260053617298 549.28752915668883 9.9135217275470477 206.87710952060297 102.98401775152888 401.42184106330387 230.75677864206955 25.408379051630618
leaf_count=76840 143 1150 843 3545 70738 41851 1956 18250 62 1236 617 2303 2822 1465
internal_value=0 0.00189019 0.000213939 0.0292119 -0.00121513 -0.0147656 -0.0224632 -0.000991528 0.0502707 0.0210992 -0.0137876 0.0465245 -0.038355 0.0440499
internal_weight=0 15285.7 14773.8 693.884 14079.9 2179.35 1794.25 763.15 511.871 385.096 152.811 501.957 1031.1 232.285
internal_count=223821 155481 151966 4388 147578 68340 64879 20206 3515 3461 760 3453 44673 2701
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=118 0 14 117 21 10 8 57 159 187 127 141 79 170
split_gain=60.6792 83.4579 117.746 104.82 83.0995 81.2837 129.13 95.2265 41.9342 49.7709 36.7353 49.2064 37.7868 35.364
threshold=0.54008753336205528 1.7825044590321653 0.066876475173068647 3.5027454026494533 0.055219658164511014 -0.33269770684016459 -0.16517429727553326 4.8371611756111479 0.33908181925505793 0.076628352490421617 -0.30380440870487152 106.52648219752744 -0.21759295499760437 -0.13846515608481288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -3 -7 9 -2 12 -12 -6 -10
right_child=4 5 -4 -5 10 7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.01546465464605189 0.11144234308669805 0.020537993459143783 -0.062083471990156604 -0.023649758565533238 0.54011284158053163 -0.03700458094500849 0.25185247129623911 -0.0067739248125111146 0.48405571000522818 0.02422433324220875 0.0093590736631853598 -0.020224372026575295 0.044364663068828025 0.10697521472863372
leaf_weight=4338.2333413522865 75.380411198944785 187.06559714811738 242.01501467230264 813.61505993825267 1.5511795873753715 1262.0535589137871 27.708140683185775 5975.6866465026687 2.5980689107673234 495.55540786898928 2170.7901064470352 758.76631787390215 174.46351606515236 58.228036795160733
leaf_count=26307 2651 11612 1401 3455 13 36709 151 124011 37 2195 10118 2597 1687 877
internal_value=0 -0.00338912 0.00608513 0.00928744 0.0110882 -0.0102462 0.0503801 -0.0120453 0.044149 0.0357397 0.00436275 0.00169685 0.0487336 0.123081
internal_weight=0 12846.4 5393.86 5151.85 3737.33 7452.51 214.774 7237.74 631.762 570.936 3105.57 2929.56 176.015 60.8261
internal_count=223821 203646 31163 29762 20175 172483 11763 160720 5760 4846 14415 12715 1700 914
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=15
num_cat=0
split_feature=19 9 77 103 86 154 88 47 82 34 48 192 164 147
split_gain=44.6144 91.8296 59.7114 72.2511 82.0191 71.6684 48.1041 52.6909 43.4784 50.5424 26.5108 35.5277 22.7299 22.6304
threshold=0.43315013871521774 0.19232802693738923 1.8251209213100958 0.48057271822466063 0.55187638387629634 0.094142947223430182 0.0020101496480778034 -0.023426250649616724 0.7901841411341155 0.060289702448273974 13.814784592519631 16.876814468132235 4.8140253797511994 -0.21816067445586396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 -5 -1 13 -8 9 -3 11 -2 -10 -4
right_child=1 8 6 4 -6 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=0.0077052726906611428 -0.059758217211648548 0.071920184957865674 0.053710434851314409 -0.029362826218531965 0.00071254083492616543 -0.0074758325979476696 0.0063168504066978097 0.06199756489372768 -0.063568433150700765 -0.074651390869000744 -0.079763039170136052 -0.0085349555939403347 0.2159397613681959 -0.082855151191884913
leaf_weight=10619.952501719526 235.36237698543118 172.78766581596574 15.791033357381819 1603.6740755704232 2086.558220342733 4397.3363534728996 310.06610185513273 376.09509330126457 52.439513471676037 27.234638773079496 134.62250955915079 318.82563110324554 3.0803419528529039 52.397890649735928
leaf_count=118993 8345 3408 31 10724 10791 54099 1035 1625 550 1939 2812 9255 22 192
internal_value=0 -0.0209651 0.00129158 0.000179299 -0.0123574 0.00325997 0.0288756 0.0368363 0.0302318 0.0519633 -0.0399586 -0.0302894 -0.0480608 -0.0512296
internal_weight=0 944.353 19461.9 18707.5 3690.23 15017.3 754.35 686.161 255.542 200.022 688.811 554.188 55.5199 68.1889
internal_count=223821 26331 197490 194607 21515 173092 2883 2660 5919 5347 20412 17600 572 223
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=95 71 139 91 25 64 125 38 14 89 139 45 162 91
split_gain=35.8898 43.7357 66.6356 62.538 81.144 55.212 47.727 46.1655 19.5943 19.0005 18.0237 12.8126 11.2468 7.11771
threshold=-0.091768870213809681 -0.069109330054116694 -0.40256397694982488 0.0091375997237178631 0.093528712813270243 -0.13331895972987054 -0.25250456541047855 -0.078625654211096643 -0.081909696984315966 -0.17050656090466709 -0.15716726362719055 0.39823153528072325 0.38787202631907014 0.013216852596394223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -5 -4 12 11 -11 -10 13 -1
right_child=1 2 7 6 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.076817232180560802 0.022468596433307279 0.16555582711495997 0.018824548114595947 -0.027013888465152 0.14322524701472145 -0.070293016700909608 0.012216816849284617 -0.0014363183409080102 0.12436882325916408 -0.055543394242659742 0.00046271556211199952 -0.082200756175799874 -0.18112109450804839 0.093018396799602734
leaf_weight=39.618310931429733 1306.0470319797751 10.468382265418766 1186.7348318559234 506.63447173545137 58.122427204623818 191.51005181204528 799.43449405161664 21482.774146576208 13.510929035488518 125.85883085848764 105.73367198556662 3.8606351856142274 10.674697338370605 2.6315523398807263
leaf_count=519 10652 44 16548 4481 411 2678 6684 179656 105 928 910 77 51 77
internal_value=0 0.000528741 -0.000885166 0.0126393 0.0276136 -0.0580692 -0.00300108 -0.000375674 -0.034154 -0.0224077 -0.0299738 0.0784611 -0.0894103 -0.0662389
internal_weight=0 25541.7 22871.5 2670.24 1364.17 201.978 1306.07 22669.5 301.889 248.964 231.593 17.3716 52.9246 42.2499
internal_count=223821 221154 198926 22228 11063 2722 11165 196204 2667 2020 1838 182 647 596
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=152 88 139 180 155 14 86 0 43 128 22 133 26 0
split_gain=49.4892 52.4445 49.7531 63.6602 47.6831 35.0657 52.9056 42.3944 41.7018 40.598 37.9394 24.3664 13.2114 11.9335
threshold=-0.18363228211612334 6.7391251147440565 -0.33203567858186955 27.972556894243645 -0.046623737799973634 0.19042037308169144 0.093525828464002633 3.6358967250892822 8.0387527772699112 0.38945177583264889 0.043998927582198748 0.08548418672126841 0.21932369512275041 3.1222098436570103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 -8 10 -7 -3 -13 -11
right_child=1 11 4 -5 -6 9 8 -9 -10 13 -12 12 -14 -15
leaf_value=-0.071794015031782496 -0.11030932195337353 -0.21472015596405339 0.0051457657246516573 0.023826456383638422 -0.0083084251856554454 -0.0278054816816528 0.029384138391576827 -0.023735112926002378 -0.041926544486970106 0.053324090288389518 0.0082483913510779314 -3.5669537001807008e-05 -0.11734921434014406 -0.091839271816193488
leaf_weight=258.34006583928567 36.300647939555347 13.300930776473249 8000.381422996179 1397.6451100944541 3927.3085928640976 373.11778570404567 260.19553716994415 634.04981538204447 119.7464435629081 6.2365956123394417 1340.3330684527318 19.537994146769051 18.871920216770377 61.581803063454572
leaf_count=11497 172 157 59071 11126 109955 2303 8245 9044 1738 38 8981 698 327 469
internal_value=0 0.00244262 0.00283161 0.0204308 0.000715842 -0.0116628 -0.0243423 -0.0376478 0.00690913 -0.00260612 0.000397369 -0.0980699 -0.0576753 -0.07849
internal_weight=0 13413.3 13361.6 1433.95 11927.7 3053.6 1272.33 892.39 379.942 1781.27 1713.45 51.7108 38.4099 67.8184
internal_count=223821 181506 180324 11298 169026 42315 30524 20541 9983 11791 11284 1182 1025 507
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=15
num_cat=0
split_feature=139 128 126 63 159 130 63 191 195 112 104 52 170 140
split_gain=50.1116 50.4533 59.0841 54.015 51.8802 130.957 101.411 37.6707 18.0733 24.315 28.707 17.7449 34.4036 10.2512
threshold=-0.16696370214638423 0.63975605742203878 0.97377478066603362 0.021817618497928938 0.10425099496846997 -0.1384082440013073 0.029933601865413561 -0.017248817351462453 0.48350733497863713 -0.17564557938445449 1.6719732274302896 -0.011818155579660863 0.25745784061187266 -0.043009954245312836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 11 10 -10 12 -1 -11
right_child=1 2 7 -5 6 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.044038672178536943 -0.041922208407423361 -0.09032475265256433 0.090503619500620094 -0.022122896318795424 -0.019143068989535474 0.014892831306127298 0.0032712824268830557 -0.0032767084637330616 0.068358958087352317 -0.049163048668372594 1.6489498731169328 -0.063240165259964898 1.8957600057501083 0.28369220902838949
leaf_weight=12.545015169511313 443.74980476160999 149.38805018959101 59.902994286094327 521.51027761708247 2656.1956380037009 4730.9289381102426 8408.0226239503536 150.31429200386629 27.782787224263306 46.851914938699338 0.11538490653037925 203.05722291710845 0.10114399960730303 0.94389963761204754
leaf_count=2496 2666 642 622 3204 39043 33823 84622 866 5698 5978 2 44119 11 29
internal_value=0 0.000491202 -0.0228141 -0.0373093 0.00175574 0.0100207 -0.00210975 0.0234467 -0.0413295 0.000711553 0.0748962 -0.0560824 0.0588487 -0.0425896
internal_weight=0 17120 881.116 670.898 16238.9 5174.68 11064.2 210.217 291.397 75.694 27.8982 215.703 12.6462 47.7958
internal_count=223821 165488 5334 3846 160154 36489 123665 1488 58333 11707 5700 46626 2507 6007
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=15
num_cat=0
split_feature=157 139 74 129 86 118 110 53 146 148 160 123 156 169
split_gain=58.8525 128.913 107.253 110.677 101.308 91.6215 91.5803 88.575 88.9786 66.0767 63.6296 62.7639 48.0419 46.5842
threshold=-0.081134663669409426 -0.050178514413793937 0.26566171321876803 1.0187347616272378 0.47668859769198813 0.20992256292527886 0.53297313369732546 0.12342004834492405 -0.27899023599275669 -0.38804201102886399 -0.11058541206656698 1818.5000000000002 18.259341950456406 1.2770061709705376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 4 -4 10 -5 8 -3 13 -2 -11 -7 -1
right_child=1 7 3 6 -6 12 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0026100730990764329 0.04109049778331253 -0.091638102505124192 0.02623508423334436 -0.034508969731007047 -0.0017571324977093423 0.011666919508706033 -6.4191788136537894e-05 -0.0092616936366115513 0.035431529367982724 -0.030446388243664625 -0.035012113767970227 0.040909141167987134 0.24126421925370678 0.076596249340915634
leaf_weight=295.54218494775705 121.91136007843306 56.538964554318227 2310.1922138287919 1223.1249170079827 2936.1277509464417 934.09022599674063 2092.2945783720352 669.44822002534056 2174.8515438513714 2370.5410304984543 1111.86647164225 130.03095907199895 9.2033222132595238 99.169818327762187
leaf_count=4271 3829 1708 8527 3342 12762 14425 4817 4916 35080 55234 73054 1227 271 358
internal_value=0 0.00883749 -0.0040957 0.00153074 0.0105691 -0.00955458 -0.0127716 0.0226407 0.0322118 -0.0207338 -0.0274923 -0.0267359 0.013907 0.0172902
internal_weight=0 5077.91 11457 8561.74 5246.32 2177.07 3315.42 2900.84 2231.39 2895.28 1233.78 2500.57 943.294 394.712
internal_count=223821 133283 90538 29448 21289 91579 8159 41704 36788 61090 76883 56461 14696 4629
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=13
num_cat=0
split_feature=110 109 70 25 112 161 45 142 49 141 106 152
split_gain=44.7321 98.5426 81.6057 151.194 147.562 71.5263 75.197 69.1318 68.5362 69.2097 57.6513 53.579
threshold=0.030099546218958089 0.45551434339287294 0.029292383518863738 0.1102984689458625 0.40700725964846518 -0.147718338766582 -0.040455803309272773 0.59482427063519505 -0.16489745057191305 10.728833696302987 -0.21617601289727775 -0.30397994708893578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 -1 -7 10 -10 -4 -5
right_child=2 -3 8 11 -6 7 -8 -9 9 -11 -12 -13
leaf_value=-0.009428792951284605 0.045771740029149403 0.55353331749476786 0.039570818880602536 0.05005270602351606 -0.059397978410432997 -0.030334953703526946 0.030411395736827856 0.022252887628174067 -0.0085061662291525345 0.0059259092043201893 -0.068692568659127068 -0.037912138338616175
leaf_weight=1484.4120117046405 1464.5450112923863 3.1130884750746182 621.06042351038195 81.416708148899488 146.78194312949199 1741.5937322523678 695.84079219924752 291.87548224168131 7021.9808920853538 6307.6565725390101 53.417039479827508 463.09618687769398
leaf_count=17520 19622 30 2133 542 1875 86129 5406 13481 36351 34126 547 6059
internal_value=0 -0.0088805 0.00268499 0.0207967 0.0361914 -0.00929601 0.00328644 -0.0227867 -0.000103185 -0.00167683 0.0309966 -0.0247595
internal_weight=0 4216.84 16160 2155.84 1611.33 4213.72 2180.25 2033.47 14004.1 13329.6 674.477 544.513
internal_count=223821 122566 101255 28098 21497 122536 22926 99610 73157 70477 2680 6601
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=15
num_cat=0
split_feature=157 195 57 50 114 171 5 129 21 16 34 87 5 177
split_gain=34.5908 34.54 59.2081 63.4712 55.326 56.4922 54.5739 38.5457 8.91721 10.2955 16.5733 6.88578 32.9249 6.46475
threshold=-0.44008793154397435 0.70799798799153624 6.118458113968865 -0.13499721230717879 24.099062520482089 1.2069059803011741 0.015734103795464607 1.0200608549994556 0.08161305201127822 0.29605802637735185 -0.071256132625692387 0.94611351994993631 -0.014087364218638957 0.11746984224751354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 9 13 -11 -10 -13 -1
right_child=1 2 7 -5 5 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.06747544387252756 -0.0052970384909344888 -0.05915397786349369 -0.007059743612131561 0.053828520375239122 0.022417919465068509 -0.038714628860703981 0.0046362961841101046 0.023145749489727238 -0.064955645154923136 -0.083262721705648718 0.31084171815185668 0.63386325429863688 -0.033713409579458613 0.29587148162660076
leaf_weight=6.6432629454648104 9968.5722697515739 55.686276075663045 1203.2802188780624 464.29066706856247 193.62719858763739 689.25327428220771 12424.288751516026 651.07283176109195 114.09497973913676 1.7798521193326449 2.6644291164120659 0.80978261306881982 8.4272696708794648 0.5286424858495592
leaf_count=417 115833 408 9367 3657 1888 9560 74504 3229 4278 112 92 6 461 9
internal_value=0 0.000418246 0.0119077 0.0417288 -0.000753776 -0.0253075 0.000214299 0.00354556 -0.0503435 0.0334166 0.15301 -0.0582325 0.0248109 -0.0406931
internal_weight=0 25650.1 2374.33 519.977 23275.7 882.88 22392.9 1854.35 134.948 11.6162 4.44428 123.332 9.23705 7.17191
internal_count=223821 218446 16661 4065 201785 11448 190337 12596 5375 630 204 4745 467 426
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=190 116 109 133 169 28 42 177 119 110 72 107 105 105
split_gain=50.356 50.3145 70.9814 50.4424 77.9083 64.4891 46.8628 33.4279 15.9736 22.1582 10.9107 14.0392 9.11972 7.3218
threshold=2.2732057416267959 0.023596716732236674 -0.24359149715069262 0.039760365256378515 0.047710301586594402 -0.0089822256734996136 0.056223059930068368 -0.053013956632339883 -0.086218075222201221 0.016120237080345396 0.96277931691858565 0.24750624628058457 2.5636224233048499 47.540928476379626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -4 -1 9 -2 13 -12 -11 -10
right_child=8 3 6 5 -6 -7 -8 -9 10 12 11 -13 -14 -15
leaf_value=-0.057925325690831989 0.44882619120172235 -0.040522631491508768 -0.020507387388752112 0.013998464593952934 0.00048441588338899724 -0.00094498812808323685 -0.072672282374274103 0.020695878864610731 -0.081101486856134677 0.23992172446023857 -0.056055361789885988 0.076817547366926447 -0.085381815471695308 0.1598611183761233
leaf_weight=60.2029340630761 1.4189492017030705 656.81945297066704 977.22173400498286 4670.1092489235452 1572.5278249523544 7567.5703861016082 209.05715992533078 531.64732319134055 112.21944709378295 1.1517251632176337 26.718455752474256 11.32127744425088 3.4234190678689629 1.2753407564014185
leaf_count=5377 5 3467 106968 27338 8830 59838 3016 6485 1871 35 476 59 47 9
internal_value=0 0.000286332 -0.0155879 0.00223742 -0.0115972 0.00475769 -0.0297004 0.0126985 -0.0565259 0.103583 -0.0628591 -0.0165101 -0.00349144 -0.0783938
internal_weight=0 16245.2 1778.13 14467 2229.35 12237.7 1186.28 591.85 157.529 5.99409 151.535 38.0397 4.57514 113.495
internal_count=223821 221319 121846 99473 12297 87176 109984 11862 2502 87 2415 535 82 1880
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=0
split_feature=106 95 184 67 41 27 130 63 128 118 126 73 136 96
split_gain=47.9847 95.5075 77.9764 65.6078 67.1169 73.6052 52.5133 107.594 72.2633 47.0687 29.5202 28.4462 24.5388 20.9368
threshold=-0.27954675732166451 0.011368968685228258 0.34197306102401109 -0.086735648593104855 -0.025891727570458042 -0.058236669500890237 -0.063614504678552411 0.037462534882032779 0.37146562850967063 0.031750620901421396 0.88371217857768358 0.57578705680550368 0.059693702873738923 0.014266658447338208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 12 4 5 -2 7 -5 -8 -6 -1 -4 -3 -12
right_child=3 2 11 6 9 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.10870281586016872 -0.01361177205018313 -0.030929607109662416 0.03468303289017332 -0.033906667347319501 -0.061587660453722076 0.028086584896433255 0.0057774265632400297 0.0054520650615254027 -0.015237023465583328 0.013272766396819303 0.044593333493336183 -0.015527072498147896 -0.068820938930513928 -0.060662487271194013
leaf_weight=59.581771307741292 526.66231005906593 335.20687457176973 171.67856641369872 1368.6070466105739 183.65858782955911 2157.403250108473 8174.6531445018554 1410.2218760042888 2045.9135355888211 154.76767425553408 85.109925559430849 329.19546087482013 348.71040946268477 24.291917101596482
leaf_count=482 7236 1644 976 48661 1095 18197 87912 30922 16528 956 1074 3009 5025 104
internal_value=0 -0.0182638 -0.0282949 0.00134235 0.0146132 0.0199046 -0.00174327 -0.0139326 0.00157084 -0.0273528 0.0520668 0.00168284 -0.0502493 0.021222
internal_weight=0 1353.77 1184.79 16021.9 3022.49 2684.07 12999.4 2778.83 10220.6 338.426 168.984 500.874 683.917 109.402
internal_count=223821 12314 10654 211507 27484 25433 184023 79583 104440 2051 1660 3985 6669 1178
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=15
num_cat=0
split_feature=152 18 103 2 15 68 59 159 160 125 118 87 168 13
split_gain=56.4278 68.8599 67.9765 103.854 75.3242 70.6808 60.4539 47.5706 78.691 45.204 43.184 74.1911 42.8904 40.7622
threshold=-0.081364909331216068 0.41432306330288238 0.049419465927417951 0.31018887751851448 1.746453463146987 0.032829994273591734 0.13269852909254523 0.59024828000758867 0.45057328114522671 0.48693710473497448 0.11344451651370337 0.044102472497902674 5.823251197754618 0.10585524792899352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 4 -4 -5 9 13 -9 -1 -2 -12 -8 -3
right_child=2 7 3 5 -6 -7 12 8 -10 -11 11 -13 -14 -15
leaf_value=0.020049187610604109 -0.049478970399518776 0.0051420270873873521 0.00097943541227688328 0.15281874670479076 -0.022394089297432532 0.031421609510355643 -0.059080436032449925 -0.067612399033120135 0.020117349856244134 0.05600614288794481 0.014507141693725731 -0.056992999132021271 0.0068417018246115964 -0.029760414493932293
leaf_weight=1333.3128774180077 517.57267671232694 3215.8116167611151 5954.6333860752929 58.115363110380713 1794.1808526374516 274.47587622451829 106.78884010523325 264.12493050005287 166.81735862552887 473.90181406127522 413.42311304569012 223.62103979691165 1302.2597886980511 373.47737154096831
leaf_count=18802 67555 30493 32517 976 12945 2612 1345 3738 1210 2489 22595 2524 11843 12177
internal_value=0 0.00646619 -0.0053267 -0.00208395 -0.00443253 0.052634 0.0173723 -0.00225889 -0.0336523 0.0294781 -0.0280233 -0.0105915 0.0018456 0.00151031
internal_weight=0 7236.49 9236.02 8081.41 7748.81 332.591 3216.26 4020.23 430.942 1807.21 1154.62 637.044 1409.05 3589.29
internal_count=223821 82097 141724 49050 45462 3588 34479 47618 4948 21291 92674 25119 13188 42670
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=14
num_cat=0
split_feature=109 113 68 41 116 141 129 85 15 41 26 73 113
split_gain=43.866 46.6414 47.5314 90.9692 75.0089 40.222 53.8219 29.8962 37.1396 15.2429 29.4676 13.1918 3.04968
threshold=-0.41960446595997108 -0.37944760186656962 -0.013359159420608261 -0.024525863620204702 0.1124755547883899 11128.195978032096 1.0157841667380505 -0.27341557691790191 1.1316227432608452 -0.13134795924523426 -0.040610074885581895 0.17315278926396729 -0.49523828258876063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 -1 10 -9 -10 -11
right_child=1 2 4 -5 -6 -7 -8 9 11 12 -12 -13 -14
leaf_value=1.0427584693266936 -0.094236165485738488 -0.0030500472189540252 -0.016697883352357942 0.014673763470173077 0.0026948363494234029 0.56935372683838736 0.08088826087313386 -0.082466073085729466 -0.081660634927988127 -0.027787126969464226 0.39354961758774382 0.2387678626280014 -0.085523801446310624
leaf_weight=0.44382791256066312 20.808541194186546 7051.2917690679897 3510.7216184519348 4913.9884947432438 4618.1725570651761 1.5286649949848641 112.0524104910437 3.6223732882644981 2.4055192670784891 10.100786259048617 2.0288560297340146 2.7577774524688721 97.038212845480302
leaf_count=18 1103 61797 47983 36565 66472 20 1020 180 268 613 6 2 7774
internal_value=0 0.000612831 0.00022014 0.0042289 -0.00568053 0.0593287 0.0534605 -0.0604336 0.16494 -0.0716376 0.088429 0.089484 -0.0800805
internal_weight=0 20228.6 20094.2 11965.3 8128.89 134.39 132.861 118.397 5.60712 112.79 5.65123 5.1633 107.139
internal_count=223821 214960 212817 98362 114455 2143 2123 8861 288 8573 186 270 8387
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=76 77 87 182 42 176 5 151 148 155 129 20 125 3
split_gain=33.031 46.7998 85.3549 85.3943 46.3231 43.6819 52.9387 35.4735 33.5439 31.1421 30.3639 22.0426 16.3656 12.0046
threshold=-0.32227677501239599 -0.19075698100456276 0.011467473849427723 -0.016265070287152784 0.19216929791506365 0.55771983742025399 0.16321613650362829 0.26450884216848891 -0.22415091721286592 -0.20064920299664693 1.0177311558196729 -0.39213486197316227 -0.038629835908034392 196.88470587390768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 6 -3 11 -4 -7 -9 -6 13 -1
right_child=1 5 8 -5 7 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0812835329253907 -0.0013121740864932049 -0.0014454021836608538 0.050997184231650609 0.11753624721686591 0.36441454972505632 -0.03490962343019071 0.010951623702000967 0.29267720879798093 -0.0059947119583376347 -0.0067557124322945574 0.0012672999350505836 -0.014990979288386073 0.10749118969431569 0.065661814556693912
leaf_weight=143.51897256635129 98.392921973019838 18375.77909904797 125.76264082919806 156.80053515732288 1.5646465118043114 550.82268178730737 4239.2580608377466 8.1124834264628571 577.50769634591416 1370.2861920143478 6.3935991022735825 71.815525474958122 5.0475171059370032 5.7835253579542032
leaf_count=560 520 161830 1197 1098 43 10253 31300 145 5123 10701 38 943 18 52
internal_value=0 0.000495488 0.0221732 0.0717128 -0.0366063 -0.000351315 0.000878458 0.0213462 0.00419689 -0.014828 0.164237 -0.00690112 -0.0696042 -0.0755913
internal_weight=0 25494.6 958.464 255.193 242.236 24536.1 22615 87.8863 703.27 1921.11 14.5061 73.3802 154.35 149.302
internal_count=223821 222022 7938 1618 1799 214084 193130 1169 6320 20954 183 986 630 612
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=70 83 77 151 158 114 70 108 105 158 19 176 140 92
split_gain=45.5575 89.8059 70.629 70.174 55.659 51.607 51.3397 79.3115 67.8651 44.3635 43.3247 37.216 30.0667 29.5405
threshold=-0.02588587650147376 0.24121081122113111 -0.021130891778964305 -0.10909617917375272 -0.37385828814585992 22.654425224641447 -0.066838756396543256 1.2371584198168029 42.005310215576465 0.20317936782289606 0.39064360033044682 0.086478216625863871 0.012248473879277242 0.37424240539039461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 -3 -5 7 -1 -8 12 -6 -11 -4 -2
right_child=1 4 9 5 10 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.080884894855544232 -0.036027083866005317 -0.058421311606703864 -0.037076556932549132 -0.010217261114108582 0.013360233482640272 0.025457438800866372 0.010894210685349315 -0.0043517692915482891 -0.094780476234849642 0.012189342729690186 -0.04205094423771278 0.061763391929462355 0.061220277822352613 0.0083436273796112966
leaf_weight=142.33297735714586 1373.0428003091038 121.19936081142805 127.22621056590287 3332.5214549101584 2911.4463998351421 461.67356934258714 4008.8310956352361 2782.1829120093753 61.707642533350736 232.95065986533882 148.29155690263724 432.74660904856864 41.192822438242729 168.45474781394296
leaf_count=1111 38267 5556 3927 61310 34226 3679 31620 22462 758 9729 3704 2621 3646 1205
internal_value=0 -0.00525751 0.00531046 -0.0131862 0.00804203 -0.0058764 0.00203063 -0.00807655 0.00929223 0.0328157 0.0106747 0.0444157 -0.0130346 -0.0311783
internal_weight=0 8516.63 7829.17 5335.69 3180.94 3794.2 6995.05 2924.52 4070.54 834.116 3059.74 665.697 168.419 1541.5
internal_count=223821 147947 75874 104461 43486 64989 55951 23573 32378 19923 37930 12350 7573 39472
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=15
num_cat=0
split_feature=166 92 29 110 108 170 108 81 110 155 189 63 151 34
split_gain=49.8329 64.6508 63.0941 70.5989 118.905 89.2731 66.4367 67.5952 38.7555 35.7045 29.133 25.5528 26.9602 21.3113
threshold=-0.41263593544585381 0.085179932331423264 -0.035795341815633486 0.22546584275028395 1.759037177079769 -0.19399187965443213 2.183262431065208 0.15817156008675476 0.65833017651396564 0.23341504892476653 32.500000000000007 0.099187046919923763 -0.25782880270882164 -0.10542098165813141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 5 -5 -4 7 -2 9 -1 -10 12 -3 -13
right_child=2 11 3 4 -6 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.056007237026115209 -0.028027105253935883 0.09566672316654129 0.044308364496840641 -0.016263400946323583 0.015097886079732788 0.004370917193440526 0.11185926153548981 0.0095711590635912044 0.41405942987717437 -0.037810289110159961 0.11165684216121113 0.12761466010727349 -0.025656013074264263 -0.079775446846501313
leaf_weight=337.77873389516026 1790.8525685710774 27.280877880752087 602.71616316295695 4128.5818796361273 1709.5625003285822 7843.3576597998253 40.050058522552717 652.34854435908346 4.7685239799320689 46.101953423582017 9.598037935793398 5.3189822025597087 55.74030602350831 72.383462656289339
leaf_count=4944 48473 112 6073 29825 15856 104834 338 12170 28 648 85 35 175 225
internal_value=0 0.0291701 -0.00118173 0.00137593 -0.00707999 0.00722087 -0.015894 -0.0179882 0.0507752 0.0447403 0.21203 -0.0243638 0.0142108 -0.0655789
internal_weight=0 558.971 16767.5 14284.2 5838.14 8446.07 2483.25 2443.2 398.247 383.881 14.3666 160.724 83.0212 77.7024
internal_count=223821 6252 217569 156588 45681 110907 60981 60643 5705 5592 113 547 287 260
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=8 167 151 162 23 16 57 70 192 136 69 127 2 107
split_gain=53.7452 118.836 88.3092 87.9563 81.0133 73.3844 84.8387 49.647 44.0206 48.1181 39.8815 38.3835 27.6035 25.3308
threshold=0.62916460352026171 0.10619900797162353 0.14981855337027175 0.59330616520108481 0.87333778665263584 -0.35661570840925455 5.3035543166450756 0.2125707208884047 174.48195893669723 0.13590837853729568 0.036352852944360754 -0.029390132664024758 -0.12277395269407286 -0.22710614421575412
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 10 -2 -10 -11 -13
right_child=8 5 4 -5 -6 6 -8 -9 11 12 -12 13 -14 -15
leaf_value=0.008870536928051417 0.03455728843791666 -0.055013412261683048 -0.022947301423343145 -0.044025002785710872 0.053003534515639709 -0.059594412351838835 -0.015991898292014584 0.042395172276139433 0.029039619111648915 0.038807471721038052 -0.11550845320366945 0.066726078501746444 0.013686049777108808 -0.061290241207776798
leaf_weight=8485.0582918640575 28.311025640519802 64.049941627075896 1749.1900388029171 326.45597039198037 152.7002045387635 543.69229314912809 2489.6707832599641 285.79762653354555 93.211517542600632 652.72043549176306 47.29315897001652 17.012689065188169 1325.9049512911588 169.00195100530982
leaf_count=103616 1982 5054 32062 5143 856 13664 47225 2266 391 3052 576 64 7418 452
internal_value=0 -0.0024668 0.00269282 0.00691082 -0.0168493 -0.0188054 -0.0238071 0.0245617 0.0139177 0.0189815 -0.0593143 -0.0233365 0.0219733 -0.049582
internal_weight=0 14096.6 10713.4 8811.51 1901.89 3383.21 3033.36 349.848 2333.46 2054.23 75.6042 279.226 1978.63 186.015
internal_count=223821 209886 141677 108759 32918 68209 60889 7320 13935 13028 2558 907 10470 516
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=28 155 64 180 62 128 195 87 146 176 87 7 195 51
split_gain=44.0698 78.1738 68.308 119.896 102.62 149.656 86.1425 72.2977 50.3722 52.399 47.3726 45.7459 123.948 26.6384
threshold=-0.083645185016789247 0.050134996610828313 -0.016564072341371781 34.192101740294518 -0.00089178825228560768 0.17839226367405661 0.42173484049110399 0.02532699753082655 -0.10048739972559521 -0.085392065508520035 0.011590858573982605 1.4777109522842828 0.23733333586984859 5.4470138986005781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 10 5 -4 -6 -5 9 -1 -2 -3 -13 -10
right_child=2 11 4 7 6 -7 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.024090922256345189 0.024683646559715403 -0.071911561776776461 -0.035347975462856764 0.042990436756012079 0.0094251413921637561 0.0071105468319973128 -0.0062712140689264234 -0.012310295673615428 0.47142936237165811 0.045296633043022526 -0.06607344571423511 3.333812485119394 -0.083218754517388846 -0.081711993545790354
leaf_weight=209.28048388124444 80.92813453800045 244.22206211450975 1860.313555208937 1155.9657209817378 8542.5981047429086 1499.1732766487403 5918.943978710915 297.18624167825328 0.8806232213973989 226.75079181051115 198.77792512057931 0.14638258819468219 0.38628472125856206 76.749092852260219
leaf_count=2798 3685 13134 42061 25945 59036 11104 40902 6819 1 2799 6026 2 64 9445
internal_value=0 -0.0233822 0.00118639 0.0201405 -0.000656648 -0.0164008 0.0030008 0.0316808 -0.00122042 0.0119929 -0.0398144 -0.0698925 0.855817 -0.0754372
internal_weight=0 758.416 19553.9 1732.86 17821 3359.49 14461.5 1453.15 513.661 436.031 279.706 244.755 0.532667 77.6297
internal_count=223821 28243 195578 42475 153103 53165 99938 32764 15043 5597 9711 13200 66 9446
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=151 140 6 63 88 168 35 93 185 101 112 90 108 84
split_gain=32.7365 54.3379 35.5978 66.284 57.8223 48.3531 55.1738 30.8257 24.7861 30.1473 28.1215 23.1508 21.3211 19.4105
threshold=-0.31457086329734801 -0.031992318971606697 1.107641695029705 0.49512452333471518 0.019125767940710529 16.101706876702824 0.28804858430074676 1.4349015669789289 -0.015727559937667304 -0.20637062379910429 -0.21811892864985694 0.099066566614406062 1.8699683451948523 0.0041346360327573521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 6 -4 -7 10 -10 -1 13 -5 -3
right_child=2 11 5 12 -6 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.017878657974964282 -0.00099408642618150907 0.12523893368771852 0.015309806886579354 -0.055817052989732191 0.021101390333368678 -0.010976432816980533 0.06847156466101699 0.04573876565763435 0.10724901485614043 -0.017626402975010762 0.049294091592364669 -0.015074697748183095 -0.004568895986385945 -0.064211817910167487
leaf_weight=97.736621440853924 20308.545037316217 5.514998883008956 1279.3570895351004 281.24553882470354 1257.7233804218704 895.3967963415198 230.37947166943923 107.31898957397789 20.13986081420444 482.42535017215414 172.00740998541005 184.70023265806958 114.12158088618889 279.0167040382803
leaf_count=862 173039 40 9029 7323 10321 7720 1965 1208 138 3231 1231 1768 851 5095
internal_value=0 -0.0158043 0.000840607 -0.000449349 0.0002945 0.0121163 0.0234221 -0.0049063 0.000502527 -0.0126221 0.0249553 -0.0426437 -0.0410244 -0.0605397
internal_weight=0 1241.54 24474.1 21961.6 21566.3 2512.45 1509.74 1002.72 772.309 502.565 269.744 469.232 395.367 284.532
internal_count=223821 12365 211456 191534 183360 19922 10994 8928 5462 3369 2093 6903 8174 5135
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=195 195 192 192 154 160 124 25 121 25 104 131 194 116
split_gain=50.5096 56.2673 102.095 51.5188 78.8804 68.6591 45.6749 42.4211 34.4066 23.1446 18.0931 18.5225 11.7044 7.22647
threshold=0.1432331000577311 0.18302900411398265 14.137119996141386 16.730967771356173 -0.21338438551025504 -0.032275387625096387 -0.31736698813424352 0.14542910013762014 0.16773387633866013 0.1491768192248846 -0.14298485907343184 0.62879052628735355 0.015325935060998245 0.16552708164382376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 10 12 13 -12 -10 -1
right_child=1 3 7 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.017127544262170429 -0.031532789617064662 -0.013696309986490808 0.044686222657215266 0.0084289002056055183 -0.011404279304648962 0.011573431759352135 -0.15155322779487368 -0.086618763071902777 0.081216504625304206 -0.06568845990931986 -0.078270219937868146 0.15703312635767672 0.16046020196172306 0.20727041733372104
leaf_weight=3.8713030762737599 50.346038356423378 1335.1965243668019 107.55626121278692 2997.9891427513066 6056.363225996156 5522.0803846882773 85.650651418196503 31.902947632130235 75.464887386420742 9.1101806601509434 29.921886665626516 3.7664617515110868 24.75229192757979 4.132353289052844
leaf_count=168 341 38807 1037 21775 110381 47577 1452 652 453 43 988 55 83 9
internal_value=0 -0.000661135 -0.0454711 0.000114598 -0.00483731 0.0066531 -0.107122 0.0146487 0.0574404 0.0869162 -0.019853 -0.0519626 0.100789 0.1153
internal_weight=0 16187.1 275.456 15911.6 9054.35 6857.28 135.997 139.459 151.019 109.327 41.692 33.6883 100.217 8.00366
internal_count=223821 222022 3482 218540 132156 86384 1793 1689 1799 579 1220 1043 536 177
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=15
num_cat=0
split_feature=76 32 116 116 169 165 68 160 160 196 126 49 28 196
split_gain=50.205 52.9892 79.193 76.603 89.0806 54.7887 42.5952 39.7735 25.6214 20.6372 19.9305 18.7332 2.82517 0.0964866
threshold=-0.18290721319011233 0.34896153588326256 0.2501124836766862 0.01450077268172755 -0.0092212011735834671 0.16221844025872115 4.6608600474497761 -0.39843709169211267 -0.34006867374182631 1.6631694905687382 0.9625650909490655 0.62761222995491461 0.37260009367069924 -0.0038542409734422761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 4 -2 -5 -4 -3 12 10 -10 -11 13 -1
right_child=1 2 6 5 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.070954874044009811 -0.0020005262083825697 -0.037136516549843061 -0.012750122267506598 0.0015254868486261717 0.02077767243478951 -0.027710838686827995 0.04756543734198794 0.041377245017083425 -0.068075791406710232 0.24848987827573221 0.082589394772530189 -0.049860906317952612 0.2102966827435184 0.099704305600716983
leaf_weight=2.4630569294095039 10316.985667502886 69.395752084907144 837.83500907647613 1027.5222663761742 2059.6532818143896 1703.8847404695625 136.10547179903369 918.55309562524781 190.52007885236526 4.1919413080904615 9.2041167164279596 4.22634516377002 2.8914871364831924 2.2191308178007594
leaf_count=23 98759 392 23510 8027 17588 57159 1153 5689 10787 60 574 70 13 17
internal_value=0 0.000452743 0.015914 -0.00155501 0.0017901 -0.0167125 -0.00432119 0.0358623 -0.0480939 -0.0546679 -0.0611325 0.0987048 0.132577 0.0845807
internal_weight=0 17069.9 1961.89 15108 12376.6 2731.41 973.94 987.949 215.716 208.142 199.724 8.41829 7.57367 4.68219
internal_count=223821 212277 30744 181533 116347 65186 24663 6081 11544 11491 11361 130 53 40
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=15
num_cat=0
split_feature=157 100 93 103 118 118 151 80 103 14 186 116 131 111
split_gain=59.1301 116.209 121.638 110.268 92.8851 86.7042 81.1817 73.2379 97.5862 92.6976 73.2289 69.9736 64.9895 48.3645
threshold=-0.077865423869065156 -0.025067454757663844 0.1559569875681753 0.48057271822466063 0.28254283034597627 0.20992256292527886 -0.10674724182864846 0.69309425618011233 0.68433861882512081 -0.063883304482361222 34.750000000000007 0.06541369155099197 -0.019070145931955971 0.016034458613183391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 10 -4 -2 -3 9 -9 -5 12 -12 -1 -7
right_child=1 2 4 7 -6 13 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.03299510770360442 -0.051531168463264533 0.05841612221942491 -0.025857923412322938 0.028055344802776074 0.021138703183847554 0.16637214311843668 0.018353545405891087 -0.038645625471986855 0.0037718601568308831 -0.01418745270014277 -0.076033849348615359 -0.018542260346964649 -0.0031333468609542761 0.0032572141011497678
leaf_weight=917.62998837663326 494.05142936413176 745.62861776415957 905.58174847450573 2039.7157514529536 785.17351767478976 19.082254036213271 1572.5552468902315 677.39455759257544 2721.0665121371858 696.97951569221914 343.7069338747533 551.21900423103943 3541.8084058512613 383.47178207695833
leaf_count=19335 70078 6355 5603 7958 2626 215 35021 2155 10102 2500 1540 1463 46373 12497
internal_value=0 0.00908452 0.0163634 -0.00403041 -0.00403306 -0.023461 0.0312394 0.00512158 -0.00468296 0.017297 -0.014517 -0.0406226 -0.00927808 0.0109893
internal_weight=0 4905.54 4008.94 11489.5 1690.76 896.605 2318.18 6135.16 3398.46 2736.7 5354.36 894.926 4459.44 402.554
internal_count=223821 132395 49605 91426 8229 82790 41376 22715 12257 10458 68711 3003 65708 12712
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=15
num_cat=0
split_feature=21 77 157 38 95 26 25 132 180 100 139 44 94 63
split_gain=42.6491 47.139 70.0493 73.7047 63.1676 137.01 58.7147 40.338 29.9103 30.8949 68.2115 23.5657 4.16244 0.103938
threshold=0.76611175200607906 1.8251209213100958 -0.31356819851700041 -0.02212304402958155 0.51050808222826005 0.41821706416077703 0.66720595947326899 0.12629035609283579 48.454484605087025 0.81141476828981784 -0.027054456028560301 -0.065965941811113246 0.002018158000648417 0.33117905233442674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 12 11 -11 -10 -2 -14
right_child=8 2 7 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.00068423460930547623 0.10668596646151357 -0.00091839440438947493 -0.059142256504498461 0.073228274831232273 -0.018727762643517647 0.034534372566732315 0.12690676505788021 0.019032279143731911 0.19403403441816022 0.5693145830172317 0.014855134977966448 -0.06964528090065529 -0.094740413382272001 -0.081966545849624234
leaf_weight=15922.601296533656 1.1722989082336415 220.71183865796775 126.27645709645003 341.49129169154912 2038.5036645706277 1186.9506313779275 28.064456145279109 138.293499678839 3.5515979910269371 2.28135011345148 80.925201369915158 74.233935095602646 6.8124893005006006 98.038955700350925
leaf_count=194059 1 547 382 805 12828 6161 552 576 41 12 1434 1686 73 4664
internal_value=0 0.00077232 0.0241516 0.0441195 -0.00023567 0.00175901 -0.01675 -0.0182796 -0.0394591 -0.0122984 0.0300573 -0.057606 -0.0807014 -0.0827965
internal_weight=0 20002.9 826.773 562.203 19176.1 17109.6 2066.57 264.57 267.016 160.992 83.2066 77.7855 106.024 104.851
internal_count=223821 215910 2310 1352 213600 200220 13380 958 7911 3173 1446 1727 4738 4737
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=15
num_cat=0
split_feature=118 172 190 28 174 95 101 25 108 136 172 113 58 72
split_gain=32.8701 35.9432 33.3842 32.6187 46.788 37.6405 30.7671 22.8981 32.3538 30.5693 22.3977 17.1843 7.4527 5.99051
threshold=-0.20309236308291118 1.6449406136245204 2.9733229272761257 -0.289299140459294 0.22498910482215714 -0.091768870213809681 -0.13681788733919201 0.17138901388893099 1.2950761081886437 0.024696148103810881 3.5502001770406975 -0.3671647026061618 -0.27837008121487578 1.7352308923689306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -5 10 9 -9 -1 -3 -8 -4 -14
right_child=2 6 12 5 -6 -7 11 8 -10 -11 -12 -13 13 -15
leaf_value=-0.011944153637675156 0.1084101279349335 0.10930106359243047 0.16914423644511445 -0.036129040467468211 -0.037900594862980252 0.0011347450389819051 0.25904306021063589 -0.84014878595851616 -0.059810071681818705 0.051206075420614262 -0.039387708446930382 -0.054719209414373617 -0.055648991423994459 0.05147636323869384
leaf_weight=228.46385250351159 64.324979583267123 21.48629188677296 1.5512823681347061 274.11358898360049 33.105199145153165 24412.837374419119 1.7549456330016244 0.53846341371536155 40.071870359010063 115.3594709339086 19.16931487666443 325.8891023742035 128.71857905876823 5.4407488899305454
leaf_count=4728 657 134 19 2448 173 208223 94 1 613 1180 221 3683 1600 47
internal_value=0 -0.020532 0.00067805 0.00094889 0.0586961 0.000720984 -0.0428574 0.000856344 -0.0701568 0.00924399 0.0391936 -0.0530386 -0.0487847 -0.0513046
internal_weight=0 752.733 24920.1 24784.4 97.4302 24687 368.3 384.434 40.6103 343.823 40.6556 327.644 135.711 134.159
internal_count=223821 10654 213167 211501 830 210671 4132 6522 614 5908 355 3777 1666 1647
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=15
num_cat=0
split_feature=145 191 86 52 130 71 175 101 158 167 181 101 119 30
split_gain=46.9654 45.4905 45.8748 96.3008 64.06 11.8151 20.9227 10.6904 5.69676 12.5827 4.20626 3.14778 2.79231 2.68238
threshold=-0.30231291753226025 2.7385566629752791 0.19370304105069816 0.0065072128132587252 -0.19213022328999546 1.5329836487456603 0.71219819101555037 -0.08003180699772415 -0.0149045032683004 -0.19708188967344417 -0.028106785393515778 0.10530119893156108 0.16200215155881686 670.56199520681014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 11 -7 10 9 -9 -1 -3 -12 -10
right_child=1 5 3 -5 -6 6 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.069907934885505368 0.0086337254945498959 -0.051219896482112205 -0.035702611563377853 0.028973294031519145 -0.0055421732265704994 0.16116611691946106 -0.051474727576865567 -0.074663383281499393 -0.11767578187165512 0.14583062214103618 0.011419495488696125 -0.08597977209651296 0.16266272446711261 -0.28645115182453856
leaf_weight=2.1380130141915288 4724.6284410851586 43.464019051287323 281.49829846484499 1263.8509221502463 9799.8014753297612 6.3543441760703017 17.024785702349618 63.850199733653426 19.789772559335692 2.6974319256114532 2.1381579813023555 65.033996948797721 2.8449192243861035 0.98872363567352195
leaf_count=33 43694 347 24813 9427 120782 130 365 21787 1141 103 30 1148 17 4
internal_value=0 0.000331853 0.000811875 0.017192 -0.000930918 -0.0581607 0.00632011 -0.0703905 -0.0799978 -0.0657259 0.0474246 -0.0720551 0.0977667 -0.125707
internal_weight=0 16201.7 16069.8 1545.35 14524.4 131.877 23.3791 94.4472 87.3261 66.5476 7.12109 108.498 4.98308 20.7785
internal_count=223821 200706 198716 34240 164476 1990 495 23115 23035 21890 80 1495 47 1145
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=14
num_cat=0
split_feature=157 127 157 95 125 29 157 95 85 118 59 87 116
split_gain=44.2358 43.3685 136.503 89.6334 63.6172 84.5436 74.4221 43.3639 15.1818 20.6136 12.1999 18.7781 10.3133
threshold=0.27366379671925084 -0.36661089005801506 -0.30939413277808919 -0.044172448465973395 0.081888546974538567 -0.03042174372987206 -0.10100690722637086 0.28813575298161082 1.4383093186756566 0.13820225475744249 -0.15982348567939589 0.0080935920994120499 2.5383866524605527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 10 -10 11 -2 -12
right_child=8 4 3 -5 6 -7 -8 -9 9 -11 12 -13 -14
leaf_value=0.1008047572503261 0.18491769513003259 -0.010988894774799755 0.057430467127053735 -0.058612640410267217 -4.5640756252338872e-05 0.014548263581248916 -0.024039920950587823 -0.069016002233147009 0.88829302369550478 -0.084044310811064019 -0.055421235700516193 -0.044318243617262498 0.23156626959244606
leaf_weight=98.768536957446486 5.5967464615241616 1701.7527040557543 76.511539113795152 511.90334318517125 7606.4604235470761 5442.3584980432788 1557.3219752194418 17.736753290169872 0.40921054105274279 0.46668823435902596 197.81153401626943 9.8845707795117033 1.2601701843086619
leaf_count=701 687 24831 841 12773 52602 54293 19488 479 14 26 55243 1792 51
internal_value=0 0.000341726 -0.0239427 -0.0435236 0.00139144 0.00846522 -0.0041233 0.0749513 -0.0452585 0.370221 -0.0469547 0.0385543 -0.0536045
internal_weight=0 17012.8 704.92 588.415 16307.9 7144.11 9163.78 116.505 215.429 0.875899 214.553 15.4813 199.072
internal_count=223821 166008 14794 13614 151214 79124 72090 1180 57813 40 57773 2479 55294
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=15
num_cat=0
split_feature=20 19 165 160 63 129 128 182 63 131 95 178 149 196
split_gain=54.0277 57.4388 76.8196 94.8584 63.0309 60.5363 88.3468 70.0384 40.3334 24.4551 20.7477 19.1111 14.2485 3.36678e-05
threshold=1.0906619137391818 -0.25210917857448428 0.61603673706436746 0.18928699078580091 0.59217016723862403 1.0196218613214234 0.07207962326883123 0.21611873360177641 0.0088447513816263205 0.66599767741515159 1.0366454289498528 -0.23014517212804769 0.11414014650015725 0.15139227509982936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 12 11 -11 -10 13 -2
right_child=8 2 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0027439768663264554 -0.08018678120798825 -0.001405069493575477 -0.049114792603791799 -0.0056011121215673891 0.037160288598184731 0.053706231679582432 0.040078892005023604 -0.029502237678460254 -0.066222469394955602 -0.080728093601586934 0.071708132385869081 0.085770489991251961 0.77786308096493983 -0.082584926072895595
leaf_weight=844.88708695321111 0.13199376824195397 10865.656153102886 751.89047550449322 1501.3021288580494 440.99845300242305 125.24058579374105 1120.9607227422239 526.07356514804997 8.923206309496889 21.762004235177301 15.141164150089024 113.45205504045589 1.0372835087473502 0.10519935563206673
leaf_count=18267 79 146853 16675 25831 4369 1199 6872 1152 145 102 38 2212 24 3
internal_value=0 -0.000643068 -0.0032609 -0.0201216 9.91122e-05 0.0129202 0.0216744 -0.0135022 0.0576536 0.0531702 -0.0181844 0.0746877 0.617973 -0.0812504
internal_weight=0 16177 13559.8 2253.19 11306.7 2617.16 1965.85 651.314 160.553 159.278 36.9032 122.375 1.27448 0.237193
internal_count=223821 221218 193728 42506 151222 27490 25139 2351 2603 2497 140 2357 106 82
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=95 96 108 98 157 89 94 164 83 96 85 100 63 37
split_gain=43.7531 134.439 140.714 101.185 90.5972 67.0776 80.3329 64.5125 59.2816 58.7064 54.4857 37.9141 37.1787 25.3839
threshold=-0.034670238587282007 -0.025072930279123679 1.4561494785676803 -0.04867520178367498 -0.22184682412453596 -0.097296514798914047 0.0058838475277957067 -0.22966545740520158 -0.19502651550163588 -0.0013779481226690005 -0.031826206248644288 -0.031130053534687653 0.022208323251298966 6.4277170267606554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 6 -6 -4 13 -10 -1 -7 -12 -3
right_child=1 8 7 -5 5 11 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.089674443155156838 -0.073738202384318344 -0.09139824639420624 -0.053552677034155942 0.12675254629937746 -0.089011369448212044 -0.028325608418372235 0.081534062509936792 0.047003006619144708 -0.014286111265301497 0.0017858768663530451 -0.083987147089648398 -0.089135814448373166 0.060230518101579957 0.12274352527090081
leaf_weight=34.021822102600709 28.321512377879117 6.1875961115583769 120.97749667032622 226.40452997709508 43.041317306167912 173.667533730797 77.082996350975009 134.99605609237915 2642.9602751266211 16223.836460500635 19.723317944444716 250.30161667097127 190.7934325945098 52.523783799144439
leaf_count=523 1939 139 1927 3616 1620 10150 1708 2167 76106 116904 993 3854 1514 661
internal_value=0 0.00121284 0.0518417 0.104461 -0.0228144 -0.0455369 0.0204265 -0.000521336 -0.000153361 -0.000465572 0.0277428 -0.0642266 0.0467188 0.100175
internal_weight=0 19436.2 510.7 254.726 788.632 544.093 120.124 255.974 18925.5 18866.8 244.539 423.969 210.517 58.7114
internal_count=223821 203459 9649 5555 20362 17332 3328 4094 193810 193010 3030 14004 2507 800
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=12
num_cat=0
split_feature=145 121 28 2 81 195 77 93 69 20 15
split_gain=31.7439 36.4919 74.2172 67.3421 39.721 52.1498 49.8464 37.1395 12.7693 8.22906 4.33982
threshold=-0.39244175482154314 -0.1952028702531933 -0.032864856620126177 -0.25473201602314322 0.98873090158280907 0.32455558087183456 -0.04252152710164437 -0.020188820487933325 0.018319603261967427 0.83350476528504935 1.08317499472645
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 -1 10 -10
right_child=1 4 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.12427540317046433 0.022064011631992255 0.0044320822322490043 0.041769372420465078 -0.015216005697344426 0.043117039400828637 0.0017804034467227084 -0.0053530634066072747 0.072588310189481767 0.040724907998130971 0.24718718976934184 -0.065209380213883103
leaf_weight=3.9420775112230322 358.50216643605381 8205.4719623522833 276.20025417505531 832.23656036064494 462.15397553844377 898.65274950640742 14241.283992871759 244.86334831896238 4.0144020710722534 0.87145983264781435 105.4779170245165
leaf_count=28 4859 60610 6493 12418 2835 7892 118758 2853 240 26 6809
internal_value=0 0.000243623 0.0143461 -0.00101639 -0.000770364 0.0158191 -0.00177608 0.0425682 -0.0525725 -0.0588893 -0.0613254
internal_weight=0 25519.4 1711.8 1108.44 23807.6 1360.81 22446.8 603.366 114.306 110.364 109.492
internal_count=223821 216718 26623 18911 190095 10727 179368 7712 7103 7075 7049
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=15
num_cat=0
split_feature=115 23 60 195 98 193 79 129 172 37 92 127 188 57
split_gain=45.0856 51.9088 71.1582 114.123 68.2225 61.6072 56.296 55.7417 20.1975 18.4884 71.0993 17.5894 6.23138 84.8578
threshold=-0.064754495615112373 -0.014339334948525731 0.21102278838788882 0.32346993068395319 0.048520229764094085 -0.035048407545111813 -0.061745304763837008 1.0159987727760276 1.245258746665139 2.6868668744804469 -0.056228170189618766 0.0505442365741407 1.8077671355881491 2.5035483813830104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 6 -2 -3 -6 12 10 -10 -11 -1 -14
right_child=1 4 3 -5 7 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.075060883228841302 0.038276815743285723 0.0064878534260595176 -0.11086389381854869 0.018266754659578634 0.01899596175624154 0.0060957924083118488 -0.019631305762198171 -0.0036308312004557962 4.5247833630271117 0.0078161749794594532 -0.080291612882195426 -0.076982944518707311 4.4860417390317098 -0.08031026185059062
leaf_weight=114.91455261993178 663.81514791355585 1094.0029516089708 129.35344288786291 145.33972335499129 1629.680957751043 5728.6998048842215 3358.4853316801891 3280.2574582155939 0.043427793279988691 85.778469366778154 0.14705529947241203 34.218315889178484 0.043800546831333942 0.57418848048109794
leaf_count=61451 4719 7825 907 1206 15027 45380 35562 37170 7 8359 67 5911 15 215
internal_value=0 0.000552572 0.007296 -0.0425411 -0.00424958 0.00943755 -0.0132137 0.00387934 -0.043502 -0.0148025 0.969609 -0.0163652 -0.0733578 0.243334
internal_weight=0 16029.6 6667.21 274.693 9362.43 6392.51 4452.49 4909.94 235.72 120.187 0.190483 119.997 115.533 0.617989
internal_count=223821 147796 52212 2113 95584 50099 43387 52197 76025 14344 74 14270 61681 230
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=15
num_cat=0
split_feature=13 151 35 127 115 146 64 23 64 70 45 21 189 1
split_gain=45.3762 65.6514 61.9681 62.0623 60.6851 67.2824 60.4534 54.553 73.3541 90.1183 55.0916 53.4601 48.1717 42.8305
threshold=-0.34063634576228702 -0.099877906486852672 -0.077997677895607603 -0.29884287399469617 0.036455399576459789 -0.3106885120345142 -0.032071292272413975 0.13386354834011074 0.00035652278791424265 0.0067388153893695128 -0.2369821623435904 0.038303360621396554 36.500000000000007 -0.27826825474769012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -4 10 9 -9 -1 -6 -12 -10
right_child=1 4 6 -5 11 -7 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.059648563304412122 -0.077736833753887569 -0.043093572371678844 -0.019626806445143134 -0.0077876077649375285 -0.069449202362269966 -0.0014534135110762622 0.012193132398971959 0.058780776174025773 -0.0048129628388355276 -0.23628061649610657 0.053086796773306383 -0.018353618043851133 0.0074228411954025339 0.048977554197516648
leaf_weight=64.634761857800186 144.54270832706243 416.09776540938765 671.083435455992 1035.762826287013 244.61519292855519 5754.6774655902118 5413.3263848633069 16.392966404557228 975.47079952398781 28.085167394950986 605.78380080265924 1257.0504770532425 373.42449661204591 174.5088107357733
leaf_count=362 607 2738 9985 7358 12804 72237 51220 118 7772 111 5604 49093 2870 942
internal_value=0 -0.00219741 0.0046157 -0.0163537 -0.00864846 -0.00426123 0.00868353 0.0130703 -0.00152394 -0.127532 0.0297704 -0.0266769 0.0356727 0.00334972
internal_weight=0 14937.2 7264.72 1180.31 7672.44 6170.78 6084.41 2238.3 1194.46 44.4781 1043.84 1501.67 979.208 1149.98
internal_count=223821 206042 69170 7965 136872 74975 61205 17779 8943 229 8836 61897 8474 8714
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=15
num_cat=0
split_feature=181 188 195 126 192 180 94 177 151 181 149 74 101 28
split_gain=50.7731 60.2846 74.7968 94.9451 80.5673 64.0999 58.5234 32.1236 27.894 94.6177 45.1349 29.5232 27.3551 10.77
threshold=-0.057096159899849598 0.86435811935604634 0.68581163101680642 0.90322466561972281 18.413149890590269 44.526773761713528 0.099358081637816661 -0.21056185834636734 -0.39527406724698061 -0.14198283158886779 -0.12426042488260509 1.3024483730573999 1.3821996529451928 0.45327395823737671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 10 -1 12 -10 -11
right_child=1 5 4 -5 -6 6 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.91660703824679435 -0.01080148105914179 0.075004066165972494 -0.076867579970907429 0.013456360724471648 -0.0063171101901086579 0.019669190251279778 -0.012191871123721512 -0.031491272796803547 -0.041150840589462785 -0.083280022393417252 0.16063425564775208 0.99344170740518445 0.076436450866379527 0.086823392355645831
leaf_weight=1.7923888931982221 2047.7692270621774 29.01541473576799 174.78833370612119 7608.3083864477521 2189.6292091441574 886.62313185213134 1648.2875768570229 1189.6717525315471 471.10627782571828 9.1064911022549477 1.4118746424792359 0.27862909343093534 20.651430480182171 6.2951797285350031
leaf_count=18 61993 177 2971 103311 8531 2056 5178 4056 34785 548 36 7 129 25
internal_value=0 0.00095403 0.0044086 0.00831199 -0.0115325 -0.0101088 -0.00104799 -0.0289558 -0.0310848 0.0891055 0.583507 -0.0356297 -0.0362127 -0.013753
internal_weight=0 15774.1 12020.5 9656.08 2364.42 3753.6 2534.91 1218.69 510.642 18.6059 3.20426 492.036 491.758 15.4017
internal_count=223821 188273 176806 165304 11502 11467 7234 4233 35548 627 54 34921 34914 573
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=95 95 130 168 157 110 196 156 62 151 79 1 9 52
split_gain=41.0583 112.183 101.815 92.9939 77.2836 59.54 88.3603 56.4252 47.893 47.0641 45.7222 42.0475 30.9218 29.9293
threshold=-0.034670238587282007 -0.028039777354277554 0.041021928179355661 4.6590282597823878 -0.22184682412453596 -0.079651210470061254 0.019933972042975086 10.685588355876776 -0.049621179382625259 0.14598168786247973 -0.017269358282423736 -0.29111190226966682 0.073081339245571489 2.0790023188274955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 6 -3 -7 9 -6 12 -12 -1 -4
right_child=1 5 13 -5 8 7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.077778123800395976 0.14781461293898571 -0.037326215504582975 -0.038370872438176315 0.037422155369306723 -0.043565698459141475 0.0013503408642630312 0.01512352496732877 0.12381029217722822 -0.082134681782839516 0.042097955048931594 -0.082430278725458328 0.064253162729441579 0.27138894066651886 0.18931363829316611
leaf_weight=48.407036870252341 125.14053055969998 949.07982671202626 115.45007643511053 195.55711895547574 233.46219449708587 17495.62096522018 485.5051037480589 37.706818208505865 202.18400289738202 88.427425301866606 22.127042792504653 167.30218614498153 2.6765207983553401 6.0772836431860915
leaf_count=648 1173 57258 2561 3376 6557 125587 10956 2543 6150 4625 1269 1105 8 5
internal_value=0 0.00117191 0.0509613 0.0804988 -0.0224533 1.10995e-05 -0.0195757 0.0016137 -0.0439912 -0.0200327 0.0244774 0.0471192 -0.0594835 -0.0269849
internal_weight=0 19410.1 442.225 320.698 764.586 18967.9 1434.58 17533.3 524.074 321.89 240.513 189.429 51.0836 121.527
internal_count=223821 203459 7115 4549 20362 196344 68214 128130 17332 11182 3030 2374 656 2566
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=15
num_cat=0
split_feature=15 16 158 93 195 126 128 195 0 141 114 54 168 22
split_gain=30.7492 46.5822 51.5672 47.3154 40.3366 58.2309 57.3694 54.5954 49.7809 54.1738 33.9866 33.5297 28.3718 27.5839
threshold=1.5759620055253936 0.6190717801369815 -0.12521878618836338 0.54237135053554153 0.36394752248939749 0.88773540855813382 -0.48360668313254662 0.17208494560522256 1.1749026715741557 7.6301751744381994 32.073773716657449 43.229025316392431 38.034533300484753 0.037472342368183913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 10 5 6 -1 -7 12 -10 -2 -5 -6 -4
right_child=1 2 13 11 8 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.038734446562869659 0.0041810740441711415 -0.05175301209317075 0.03280400579586245 0.045087585442750017 -0.027164982763261798 0.048686460980490967 0.02240273447329913 -0.016416985935462515 0.020216482891405721 -0.0018135934086718581 -0.030690979098781462 0.0068461445428545653 0.045113486499497944 -0.011043375075164546
leaf_weight=186.74334674421698 11583.231153178902 289.58065133483615 169.15249086078256 481.79592630534898 706.97247631056234 132.57913067715708 861.84887606650591 4530.3311509410269 1704.4233520238195 3234.6011628507404 286.39156417013146 437.45265529560857 58.827668139478192 945.03746301028877
leaf_count=1968 102127 2383 1144 3414 9623 1089 7686 38539 17696 23451 3827 3605 566 6703
internal_value=0 0.00313433 -0.0141577 0.00503239 -0.00383705 -0.00977767 0.0115148 -0.0145659 0.00211053 0.00578883 0.00333968 0.0268892 -0.0216127 -0.00438662
internal_weight=0 14192.6 1403.77 12788.9 11416.3 5711.5 1048.59 4662.91 5704.82 4939.02 11869.6 919.249 765.8 1114.19
internal_count=223821 123203 10230 112973 100618 49282 9654 39628 51336 41147 105954 7019 10189 7847
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=15
num_cat=0
split_feature=116 150 88 49 116 121 133 123 19 138 70 112 56 74
split_gain=43.6455 43.6411 52.0068 42.1701 28.6406 36.887 26.422 22.2162 19.1144 19.0952 20.5805 14.7047 22.8449 9.82043
threshold=-0.047879606521030509 0.36844579582578163 6.7391251147440565 0.92899545496558933 0.13723380599497989 0.48106661665511746 0.08548418672126841 317.50000000000006 0.01787214109289963 0.35910209919962505 -0.073518700905473383 -0.30065432651862545 0.036785310389147945 -0.14446445165427102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 8 -6 -4 9 -2 10 -1 12 -9 -13
right_child=1 2 6 -5 5 -7 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.079278548248630565 -0.049742371517971576 0.0047495057957815945 -0.19109668406846611 -0.01595111013541092 0.0069706054623061555 -0.02587503846576937 -0.047382356037523055 -0.077402054106592622 -0.01346907177752526 0.58559868585494734 -0.035222871354346423 -0.088728803513511659 0.065755610146560756 -0.042970795849909836
leaf_weight=27.935708612960298 292.42874716738152 12692.718260669062 17.752206300341641 1066.8094121624599 903.66773916041711 550.02228434639983 45.791675099957502 18.706911511835642 288.68982693774888 0.59180565322458178 35.832681177016639 60.149702184200578 27.583456063541234 212.96384536220285
leaf_count=278 3124 112724 152 8085 5641 3879 755 539 3636 25 2124 17657 210 64992
internal_value=0 0.000714977 0.0027277 0.00314454 -0.0129581 -0.00545697 -0.0875317 -0.0334145 -0.0317224 0.0201854 0.014938 -0.0442149 0.00790259 -0.0530484
internal_weight=0 15857.9 13823.1 13759.5 2034.81 1453.69 63.5439 383.764 581.119 64.3602 63.7684 319.404 46.2904 273.114
internal_count=223821 137996 121716 120809 16280 9520 907 85825 6760 2427 2402 83398 749 82649
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=43 180 119 74 64 128 98 123 68 163 110 140 169 58
split_gain=44.0427 81.6365 64.3945 57.0502 65.6699 47.9357 61.0346 40.0976 46.6389 35.4251 35.173 33.4958 29.945 19.1491
threshold=0.75136954356123653 28.858768406961179 -0.096646520874238029 0.48100666312303753 -0.013275621223360795 -0.29920305497314048 -0.032170280978058102 372.50000000000006 -0.052371079689010676 -0.31201189265436741 0.20453427284541437 0.57260411416697143 -0.21966233984654093 0.036134192757582305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 -3 6 -1 13 -9 -4 -2 -5 -8 -7
right_child=1 3 9 11 -6 7 12 8 -10 -11 -12 -13 -14 -15
leaf_value=0.090657683390338903 -0.16201731690193555 -0.013114359803652515 0.022402130532875861 -0.028432105926877584 0.0049974606947609974 0.11157559404858151 0.13686642042853092 0.003971592432884947 0.027815929459020419 -0.055870098122881608 -0.009885977007987351 0.0016146100231936378 -0.063534527155567594 -0.074374072615190773
leaf_weight=33.298660959873814 65.604090125358198 2588.7485094049298 93.669369945302606 1151.3677551968431 8830.9283564361394 6.0168755657214197 7.7606606408953658 1938.6897639601375 1421.988340984215 151.09208638977725 19.779544088116381 547.42174468934536 190.14204556745244 69.593776175344829
leaf_count=237 1169 63098 565 17652 102357 104 62 16286 10211 3838 234 6720 820 468
internal_value=0 -0.00288782 -0.0520004 -0.00165183 0.000891657 0.00947497 -0.0346003 0.0124404 0.0140607 -0.0259156 -0.126775 -0.0187498 -0.0556759 -0.0595767
internal_weight=0 13448.6 330.145 13118.5 11419.7 3667.49 231.201 3436.29 3360.68 244.761 85.3836 1698.79 197.903 75.6107
internal_count=223821 195633 5806 189827 165455 28188 1119 27069 26497 4403 1403 24372 882 572
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=15
num_cat=0
split_feature=96 23 1 73 4 133 161 19 136 194 161 176 190 124
split_gain=51.6646 71.7181 78.9108 130.399 84.3785 76.162 93.4775 74.8939 67.7735 73.5405 48.8919 48.869 47.3848 39.0483
threshold=0.83884466726589313 0.035109561876103285 -0.16798930269411852 0.43336123719304553 -0.012967567705581383 0.035580055882991041 -0.29282654897677501 -0.41936896339219221 0.61533958238424324 0.61779399565771165 -0.28978636983296607 -0.32823811810449416 4.6618002935692475 1.2607619470568825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 11 10 -10 -2 -11 -13
right_child=8 2 4 -5 -6 7 -8 -9 9 12 -12 13 -14 -15
leaf_value=0.16965586439655828 0.10091572984250952 -0.023254098798556236 0.037651786291486966 0.01047947712998888 0.0078927565419482561 0.069300241108889923 0.0085670804384447487 -0.024359381586164151 -0.16665326141068956 -0.018720304231934919 0.031425346746341502 -0.037376853196721731 0.043361778872626468 0.032312504790571628
leaf_weight=45.58897907397477 28.0974425598979 1959.8482634065149 1184.9564258891041 2759.1584138921462 4862.7890685561579 89.490314116017544 171.67032949844724 1857.5404108886578 12.706799913197754 1292.6544355638325 644.82925762236118 1141.0764542263933 135.86603091098368 86.497222794219851
leaf_count=2581 65 16526 10433 8338 38828 2000 21003 110983 21 3945 4758 3553 642 145
internal_value=0 0.00282227 0.00616124 -0.0035304 0.0137235 -0.0137882 0.0423694 -0.0200546 -0.0111262 -7.72453e-05 0.0275975 -0.0294818 -0.0128157 -0.0324664
internal_weight=0 12931 10766.8 4719.01 6047.75 2164.29 217.259 1947.03 3341.73 2086.06 657.536 1255.67 1428.52 1227.57
internal_count=223821 210692 74125 24864 49261 136567 23584 112983 13129 9366 4779 3763 4587 3698
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=15
num_cat=0
split_feature=65 61 103 106 126 94 129 25 17 106 76 123 49 94
split_gain=38.9494 48.5471 52.6751 84.4484 81.4257 47.3496 74.0954 53.4685 37.3452 32.9398 32.6428 35.5895 29.886 28.2188
threshold=-0.049481781584782107 -0.27685803648940605 -1.0000000180025095e-35 -0.19951290573095717 0.91811690702539528 0.0077357802077498124 1.0185240312941073 0.065935006243192637 0.21200895171876105 -0.27954675732166451 -0.28990006984459732 2560.5000000000005 0.094148559460700679 0.019888418481477786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 -3 -4 10 8 -8 -7 -2 12 -12 -1 -11
right_child=1 2 4 -5 -6 6 7 -9 -10 13 11 -13 -14 -15
leaf_value=0.16318521439805045 -0.076677418418564416 -0.041959369621667131 -0.012485596810068366 0.013266745584986181 0.003185431690942959 -0.059686001648161194 0.11124082147795662 -0.0424389509523454 0.028686970172474974 -0.069251174854765271 -0.06538860280860366 0.10359799678162357 -0.10610006234593339 0.11160029236087537
leaf_weight=12.871069787885064 13.338243627920745 295.19088683644077 5086.077255963377 4465.4215277612675 9525.0394820474321 147.33688643205096 81.835820732929278 31.297712969419081 70.795223455206724 9.6844123690389079 296.92422928116866 13.008858016342854 6.0626840972690834 79.069490241236053
leaf_count=120 67 3214 53165 87572 52001 6682 561 540 2933 219 16241 27 328 151
internal_value=0 0.00106939 0.000706919 0.00984234 -0.0022696 -0.0236293 0.00305553 0.0687262 -0.0310044 0.0698465 -0.0505087 -0.0582957 0.0769587 0.0918666
internal_weight=0 19473.8 19371.7 4760.61 14611.1 660.132 331.266 113.134 218.132 102.092 328.867 309.933 18.9338 88.7539
internal_count=223821 196389 195952 90786 105166 27432 10716 1101 9615 437 16716 16268 448 370
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=14
num_cat=0
split_feature=145 8 156 45 1 5 128 167 1 1 81 64 80
split_gain=30.1206 35.1502 53.091 37.1145 34.1065 38.0638 20.3388 16.2786 14.6198 10.5554 17.4218 7.76032 6.90409
threshold=-0.36847905957611654 -0.27490062478427607 1.0881338036574404 -0.13072919800868404 -0.41611004622360298 -0.16512177414864937 0.21882360441726592 -0.20690881423850105 0.23247759819443117 -0.26058456353832327 0.16073480782884408 -0.11598110957362265 -0.035682106116558442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 9 10 -1 -11 -10
right_child=1 4 3 -5 5 -7 -8 -9 12 11 -12 -13 -14
leaf_value=0.057073201959022248 -0.05759902384297319 -0.067626148996188115 0.0023989039360265995 0.055427623712255028 0.048390519617493508 -0.00022345601112107942 -0.0047617950491670776 0.048704410995566681 -0.0070047751263320598 0.096940575844391613 -0.056932817759554825 -0.063137320165899208 0.16616747000545723
leaf_weight=23.695055500196759 91.835457492968999 118.87397527074791 212.295388749626 348.88753757247468 162.13452691596467 24322.949284201022 90.759112643427216 17.085335302166641 4.3687332421541214 3.0990782624576232 30.862937256519217 132.84007131610997 4.8671004474163038
leaf_count=2995 2619 3130 3096 4893 1634 196159 1473 136 30 119 1925 5593 19
internal_value=0 0.000367804 0.0229663 0.0353669 -0.000245417 9.84544e-05 -0.0404095 -0.0409242 -0.0386183 -0.0445755 -0.00741892 -0.0594879 0.0842535
internal_weight=0 25364.8 670.104 561.183 24694.7 24485.1 209.633 108.921 199.733 190.497 54.558 135.939 9.23583
internal_count=223821 213140 10744 7989 202396 197793 4603 2755 10681 10632 4920 5712 49
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=15
num_cat=0
split_feature=195 195 180 170 162 42 76 27 101 178 191 22 58 3
split_gain=44.665 47.664 76.9032 42.9804 105.891 75.3425 36.6108 35.2093 30.0642 22.8823 17.5011 14.6169 10.7757 9.74853
threshold=0.1432331000577311 0.18302900411398265 29.739625167336012 0.048784035543242968 0.18544746458328723 0.14673927591304067 -0.13134143808615364 0.011927591847180454 -0.12480618382733098 0.22252442989009982 0.67647058823529405 0.14276273740311302 -0.13970068445220088 16.693695820532096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -5 -2 -4 12 10 -10 -11 13 -1
right_child=1 3 7 5 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.26872002395495598 -0.033262201890459697 -0.036391375097121439 0.036935371081969696 0.014333141122948376 0.00010204329139921196 -0.0027314601530053564 -0.14218598331133145 -0.078508326329765787 -0.063750248164678988 0.08427023679603339 0.20673878902786413 -0.090261457737258133 0.0754943696548981 0.120862906981823
leaf_weight=6.0851246232923613 51.632152661681175 1024.6399258648962 107.01150144542044 4048.9796509014122 3549.5811438219826 7167.0980434837838 76.692975441768795 35.07948217134981 33.997508849082806 38.332425941014662 2.5730642661364973 5.4851431022398165 43.586049106612336 16.68849514843896
leaf_count=41 294 62582 1001 32406 69201 54351 1337 850 1155 155 29 20 347 52
internal_value=0 -0.00061588 -0.0422445 9.70285e-05 -0.0080726 0.00342882 -0.09836 0.00843458 0.0548049 0.013681 -0.0447189 0.0624221 0.104623 0.16037
internal_weight=0 16060.7 270.416 15790.3 4574.22 11216.1 128.325 142.091 146.748 80.3881 36.5706 43.8176 66.3597 22.7736
internal_count=223821 222022 3482 218540 131783 86757 1631 1851 1799 1359 1184 175 440 93
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=15
num_cat=0
split_feature=151 13 115 38 177 73 82 142 154 165 33 108 92 168
split_gain=41.5203 55.3991 50.7468 97.1224 54.0972 44.3116 67.9363 47.4089 43.5213 43.618 43.4823 50.0665 38.8435 36.0426
threshold=-0.16737189651711146 -0.20108996895323319 0.011936543248717544 -0.0072005771651364077 -0.16979323872660232 -0.13995013762086292 0.029737577381448072 -0.0486891838852389 -0.019801800041460059 0.073890360111152312 52.23574527523332 1.4448446899946987 0.085179932331423264 7.3744879411049373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 -10 11 -1 -12 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.044949317606729086 0.0014704517905780878 0.011626721145359949 -0.075814204537326527 0.039519319921689305 -0.0067283587112259543 -0.034395753730882543 -0.13106371662683874 -0.0094461029589583204 0.061975991369644691 0.0063050767873136931 0.02036890888132542 -0.0023050228998194172 -0.010454073943791746 0.042404653454923016
leaf_weight=351.7581367144594 3269.6687613821123 1146.8947794421256 125.5417413120158 844.04674546746537 1166.4991568425903 932.85450308956206 34.366445791150909 4148.7631713528608 212.5914077948546 1318.0491740497964 1306.9772249775488 1266.8178589368472 594.97972716231016 350.02194674283965
leaf_count=2056 20729 17547 653 4424 11795 13628 173 104572 3096 10493 17581 8603 5767 2704
internal_value=0 -0.00356922 0.0038473 0.00927727 -0.0134411 -0.00997073 0.00747543 -0.0140262 0.00703528 0.0193169 0.000474475 -0.0115727 0.0107267 0.0138801
internal_weight=0 11668.6 5405.76 4113.72 1292.04 6262.88 1181.26 5081.62 5401.2 1880.66 3520.53 1618.58 1901.96 1668.07
internal_count=223821 173521 37601 25153 12448 135920 17720 118200 50300 16293 34007 10659 23348 13197
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=118 115 161 109 165 107 131 195 97 37 129 148 125 121
split_gain=51.3623 56.4299 65.266 165.43 68.5732 33.8375 33.6344 29.8418 24.8349 24.7274 24.2036 37.4318 21.9122 11.943
threshold=1.2345021291604474 -0.17518756583639053 -0.27251328118749618 0.4847149646873487 0.14344475837514256 -0.4144335755175263 0.49011407669149754 0.28234091265086675 0.16354669688778115 0.99215149614629095 1.0173915863276688 0.3429739606431394 0.59176218565060579 -0.15001218187890494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 8 9 -8 -2 -1 12 -12 -7 -10
right_child=5 2 4 -5 -6 10 7 -9 13 -11 11 -13 -14 -15
leaf_value=0.060202608869403297 0.26255888566087976 -0.012933675352704739 -0.016975982210712212 0.060138142413035389 0.00080458906828276733 0.027165347378956192 0.16213255571435717 -0.011441836205710383 -0.023662463327729727 -0.069133738843521406 -0.016872541478775344 0.028864250453468316 0.10428892834241579 0.09105924319600428
leaf_weight=15.7864683784137 7.4189705960452548 664.51188953599194 2720.3401289824396 580.4594468974683 10702.387858219983 394.22533485438908 11.546824439137707 69.660242164129158 11.365901678800581 232.34579035034403 383.19986873940798 335.70205772877671 40.636629611253738 45.011622980237007
leaf_count=1074 19 17169 28162 2217 147672 2331 313 1496 26 20472 1402 1138 190 140
internal_value=0 -0.00168658 -0.000767418 0.0211356 -0.00279894 0.0196698 -0.0426231 0.0132387 0.0905645 -0.0609052 0.0157497 0.00448494 0.0343723 0.067931
internal_weight=0 14997 14667.7 1244.97 13422.7 1217.56 329.339 81.2071 63.7965 248.132 1153.76 718.902 434.862 56.3775
internal_count=223821 218575 195220 19386 175834 5246 23355 1809 185 21546 5061 2540 2521 166
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=15
num_cat=0
split_feature=110 74 89 139 126 127 166 166 8 64 170 194 59 98
split_gain=41.1263 78.1131 111.513 124.575 74.8223 90.1082 134.439 92.1734 86.2648 72.5628 72.0273 73.9619 69.6724 57.8719
threshold=0.030099546218958089 -0.098673213423892667 0.00016441711465241588 0.12785723089706261 0.89210987452621315 -0.050104076796766712 -0.32289218035994244 -0.29583354498943082 -0.28295633692808925 0.18825572819398809 -0.055161851976074698 0.10678840444948969 -0.1682934446083876 -0.034782536065359949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 9 -2 13 -12 -10 -3
right_child=4 10 3 -5 5 7 -8 -9 12 -11 11 -13 -14 -15
leaf_value=-0.0066331477823786877 0.10394332999193037 0.07221392442935641 0.11373075383420879 0.0030869637407368719 0.099021363798176332 -0.014511707353727941 0.015151816881402453 0.0058065508418252004 0.035462992281790159 -0.056339940642820732 -0.049131872848569194 0.0065006068957800594 -0.046019685709985471 -0.0084741210300891597
leaf_weight=1530.3546525896236 87.981285741785541 101.60534904891392 182.21370621526148 230.46917384513654 216.87939083925448 2849.5296627850039 1609.4097090878058 10314.518055464694 121.59475950361229 41.599450296722353 1023.7292646919668 311.74697117542382 766.01708077942021 710.25310648028972
leaf_count=32876 388 3581 4221 1848 781 20506 9476 59661 888 218 62059 3966 9337 14015
internal_value=0 -0.00872022 0.00580724 0.05194 0.00251525 0.00429619 0.0251117 0.0014084 -0.0237304 0.0524874 -0.0218655 -0.0361453 -0.0348573 0.00162411
internal_weight=0 4090.37 1943.04 412.683 16007.5 14990.3 1826.29 13164 1017.19 129.581 2147.33 1335.48 887.612 811.858
internal_count=223821 122566 38945 6069 101255 90424 10257 80167 10831 606 83621 66025 10225 17596
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=119 98 5 130 180 101 190 195 189 94 155 82 148 190
split_gain=28.9162 45.3365 60.1894 43.2931 31.934 78.4822 77.2982 73.4268 58.4176 56.2192 52.7066 27.5146 43.8969 36.6156
threshold=-0.13224872561945158 -0.082924847712418107 0.090956102827978461 -0.32982513843210487 34.024765729585013 -0.058125114350713998 -0.10557958851389472 0.2289635042752298 14.500000000000002 0.0015708830455131698 -0.24945882450075865 -0.086356330329612971 0.43911833827997349 0.019999999999999605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 10 -7 -9 -6 12 -3 -13
right_child=4 11 3 -5 7 8 -8 9 -10 -11 -12 13 -14 -15
leaf_value=0.020434137258488257 0.024509292296490168 -0.046749191363706588 0.47580922250761876 0.11674076119788764 0.098772851843257833 -0.04106298399663854 -0.024477189486546942 0.084186990671388295 0.020186901217510066 0.00043391934336768937 -0.029026285571864426 0.0028082465010241774 0.16213372901968165 -0.026617004358233338
leaf_weight=51.606186919147149 455.25656376220286 317.57293929625303 5.3962084045633665 8.8894864330068213 33.235121675767004 163.92056885035709 1101.4735884040128 80.519417372532189 3111.0303715151385 17292.089148324681 1112.1874898943352 1089.5673626233474 10.389843660639597 691.13629326899536
leaf_count=675 2972 3749 41 99 228 1368 7593 838 25505 150714 7143 14169 58 8669
internal_value=0 -0.0109623 0.0707198 0.252374 0.00109424 0.00833417 -0.0101514 -0.000794787 0.0171212 0.000822102 -0.0253181 -0.0135147 -0.0401318 -0.00861244
internal_weight=0 2174.56 65.8919 14.2857 23349.7 4831.68 1556.73 18518 3274.95 17372.6 1145.42 2108.67 327.963 1780.7
internal_count=223821 27460 815 140 196361 37438 10565 158923 26873 151552 7371 26645 3807 22838
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=15
num_cat=0
split_feature=57 192 118 195 69 170 112 23 34 10 113 112 92 189
split_gain=44.417 43.8942 72.8377 62.8595 54.8542 51.7933 72.3545 68.0027 29.6207 30.8701 24.5193 67.1462 20.6236 19.4536
threshold=3.614584379182241 16.294995232821559 -0.052736117222646602 0.26954636819216199 0.011349750901334926 0.044175235952893251 -0.16106188623076725 0.0026584517392620201 -0.074240370423969568 0.13177548817998094 1.1598838147846811 0.82408229417594969 0.046220028637656528 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 -1 12 -12 -10 -11
right_child=1 5 4 -5 -6 7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.059815987122989633 -0.00075424116813638037 0.0083400207659123145 -0.029554875614404997 0.035574657616098453 0.0047022981775401993 0.012889294502389018 -0.028911177790512846 -0.0064829072667529743 -0.019799562764411083 -0.036460044856958855 1.158119306271522 -0.086095416598198304 -0.059007063564905586 0.14221911223434666
leaf_weight=18.043351769254514 733.54076416502357 794.32121866603848 556.57758518558694 1358.0800107393879 2917.9215537169257 2943.9431392134502 1517.6469353548928 4712.9049988346742 394.49149883175414 7.8916947211255311 0.64389157912228157 1.3289628283891941 203.30098728922894 26.738347948499722
leaf_count=6218 8444 4831 4690 17533 34868 21087 67635 40037 13595 155 13 78 4169 468
internal_value=0 0.000976576 0.00809025 0.022834 -0.000785335 -0.00299537 -0.0161128 0.000965413 -0.0256575 0.0462414 -0.031972 0.319986 -0.0331335 0.101501
internal_weight=0 15534.9 5566.12 2091.62 3474.5 9968.82 2311.97 7656.85 652.439 52.6734 599.765 1.97285 597.792 34.63
internal_count=223821 199125 65535 25977 39558 133590 72466 61124 24696 6841 17855 91 17764 623
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=170 154 116 31 172 118 90 21 163 180 72 121 175 45
split_gain=42.0607 67.5359 66.4168 71.6402 56.6795 45.0373 36.4739 32.3723 28.4536 34.2656 23.6785 22.605 17.5401 14.9496
threshold=0.64349123814269527 -0.21001404861355105 0.19597241941553958 0.32891339417462867 0.30707660420326183 3.9876387932542934 0.044792735651914363 0.032148437781347496 -0.28655831292371642 30.248326639892909 0.053623707100729438 -0.038559708075259387 0.77938406462890775 0.047630442554499317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 6 -3 -5 9 -4 -10 12 -2 -13
right_child=1 5 8 7 -6 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.016246900454259815 0.074390643148428484 -0.0047511759979298705 0.18597697447855274 -0.020242042733589108 -0.0037908334599871321 -0.07060210875326399 0.048864633366257265 0.03454041554121319 0.083249014112771441 0.0022413090947167929 -0.032996016258586877 -0.13485135844277743 -0.039986546792558635 -0.029035690610359273
leaf_weight=1596.4186857564491 37.921811041014735 158.23788624352892 10.920616008341311 124.54733982286416 12197.252921072504 39.917542508919723 640.28539253721829 805.43045345199062 17.844519422214944 143.86643315153196 972.11142782964089 14.163686841900924 20.740843124163803 232.83999553920876
leaf_count=13329 201 2041 59 835 141125 373 5194 5006 76 613 46063 185 128 8593
internal_value=0 0.0183884 -0.00146448 0.000339448 -0.00147175 0.0330581 0.03824 0.0272037 -0.0246665 0.0152043 -0.0309006 -0.0218506 0.0339513 -0.0351034
internal_weight=0 1144.11 15868.4 14723.6 13793.7 838.441 798.523 929.978 1144.74 154.787 989.956 305.666 58.6627 247.004
internal_count=223821 16715 207106 160295 154454 7608 7235 5841 46811 672 46139 9107 329 8778
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=14
num_cat=0
split_feature=156 126 71 138 83 19 186 190 132 55 149 110 192
split_gain=50.9942 63.4819 105.099 57.1282 81.6695 47.8167 49.6081 63.4963 53.5608 29.7774 26.1942 20.7589 19.3487
threshold=20.896995272928908 0.82246088379981031 -0.084028578472505819 0.16750309099954699 -0.004666626241731372 -0.47236426103468804 65.250000000000014 1.8830969030969034 0.14278519562790409 0.028226511176484326 0.022460348059463717 0.11058162596365524 17.128125105097492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 10 -5 9 8 -8 -7 12 -3 -11 -1
right_child=1 3 -4 4 -6 6 7 -9 -10 11 -12 -13 -14
leaf_value=0.066824788108539826 3.1354583956923858 -0.090178269316640816 -0.081027239489433911 -0.083718477382945133 1.1645720673568996 -0.0068591490748251376 -0.040211083182577788 0.0050110544988012824 0.0054975284077361459 -0.0029882137063426059 0.15349002132538653 0.055586447625848738 -0.096417562846661559
leaf_weight=9.9881577710330003 0.18646564870141447 6.5116137752775165 0.22316593356663617 0.9305446881335232 1.2000054811360303 5949.1771587737312 703.91016448824666 555.52704236470163 8548.2570399763063 77.235698581614997 13.680374392541124 279.29683255188866 26.590844444493996
leaf_count=220 12 884 28 164 44 140239 2048 1752 75349 1379 643 866 193
internal_value=0 0.149513 1.38313 0.126876 0.619365 -0.000367509 -0.00122697 -0.020264 0.000426834 0.0340818 0.0749106 0.0428974 -0.0518431
internal_weight=0 22.7322 0.409632 22.3225 2.13055 16150 15756.9 1259.44 14497.4 393.112 20.192 356.533 36.579
internal_count=223821 1775 40 1735 208 222046 219388 3800 215588 2658 1527 2245 413
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=16 121 1 83 158 95 74 148 83 130 97 110 158 145
split_gain=42.29 38.6027 48.1146 42.4268 40.2415 60.4974 52.2682 30.9661 15.9079 20.3635 16.4249 8.15674 8.87993 4.39465
threshold=-0.5416544453060318 -0.4301644044346602 -0.31013979544706122 0.40253037633298566 -0.48443742392304373 1.5699789620819449 0.38960935764653132 -0.018700349568822484 1.282617686110801 -0.098924349989753455 0.52621934187750152 0.77278565443611069 -0.36175180170488713 -0.13760066264614737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 11 -10 -11 13 -13 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.16503278018476675 -0.10731198487717825 0.069423361396236657 0.19257864872947117 0.043361895400063299 0.003157195261164045 -0.056300408049070987 -0.0079907391977899218 0.044840065832458233 0.49300754684529879 0.13033602409759867 -0.084003332114884671 0.097231057069337684 -0.11156639757288861 -0.088493150544992613
leaf_weight=8.6007447615265828 24.137702043401077 176.54727789293975 30.18292838986963 82.773887574672699 13457.582796904928 48.867906447034329 6117.7298787038308 26.770626177079976 0.8704714472405638 5.6946362257003775 9.6059760521166009 4.7036917107179761 3.5925357071682793 58.697569656185806
leaf_count=62 508 478 94 140 187806 301 31692 150 32 5 178 21 35 2319
internal_value=0 0.000556996 0.0488936 0.00934387 0.000156977 0.0421676 -0.000326787 0.123135 -0.0674846 0.022536 -0.00422975 -0.0867417 0.00681498 -0.0982749
internal_weight=0 19964.6 163.865 106.912 19800.7 225.415 19575.3 56.9536 91.7656 16.1711 15.3006 75.5945 8.29623 67.2983
internal_count=223821 221169 892 648 220277 779 219498 244 2652 215 183 2437 56 2381
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=15
num_cat=0
split_feature=170 142 28 57 72 0 178 180 131 131 180 72 77 28
split_gain=29.9877 72.7727 76.297 59.3088 55.1745 57.1191 50.8007 57.7419 50.5789 41.971 41.5568 37.6806 33.3775 24.5283
threshold=-0.055161851976074698 -0.011617775291771567 -0.079642719502808226 5.0838426666461745 0.20753680074411171 0.7094098396241354 -0.068270825982130606 31.550870147255694 -0.20334353302938124 -0.45465607954841986 30.880187416331996 0.26683187298913918 0.034751677438648813 -0.15602452468532643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 10 -6 7 -5 -4 -8 -2 13 -1 -3
right_child=3 11 8 6 5 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.057669985622328869 0.054282283090954835 0.071660034021971061 0.029751144228324197 0.062309173040563895 -0.041516216688097358 0.027181126735255291 -0.027490376282144621 0.0083448049289660473 -0.0096538642465030314 -0.0014930012496233293 -0.008596452355494456 -0.052199598447058848 0.0057698530076508749 -0.018808417252060894
leaf_weight=296.34577549091773 115.57834256230853 31.210150846862234 364.17578722149483 224.49344842985738 128.47554690600373 2089.1409412400099 649.33053842931986 1698.0031825568876 3086.0274833753356 14232.313897437067 1160.210156473564 424.30243088444695 212.9592381931725 753.62060523376567
leaf_count=5714 1009 450 5427 1996 2550 14583 8568 15993 42431 96726 10831 3724 3793 10026
internal_value=0 -0.00671835 -0.000161243 0.00181351 0.0136691 0.0232012 -0.000651131 0.0146463 -0.00549459 -0.00262734 -0.00290004 -0.0281907 0.0359686 -0.0152108
internal_weight=0 5168.64 3959.51 20297.5 3493.4 2217.62 16804.1 1922.5 3450.2 14881.6 1275.79 1209.13 509.305 784.831
internal_count=223821 71565 57365 152256 28973 17133 123283 17989 47858 105294 11840 14200 9507 10476
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=106 68 113 77 36 19 41 155 149 75 57 66 130 26
split_gain=41.092 64.3892 62.9836 53.312 79.3095 51.923 45.1145 135.411 40.2172 45.4855 38.9115 33.8252 26.2817 26.4428
threshold=-0.041474138809848252 0.098296629418191908 0.20158298299715835 0.1681603527649658 11.144296036363146 0.23285623884438891 0.033483228243526626 -0.22620420261892568 -0.50436928168388839 3.9861463300809809e-05 3.4086506747827037 49.332018804406609 -0.3747954953705695 0.15956239597418578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 5 -5 -3 7 -4 9 -2 -10 -8 13 -1
right_child=2 3 6 4 -6 -7 11 -9 10 -11 -12 -13 -14 -15
leaf_value=0.16998725501742679 -0.12470400220769842 -0.008922422160749335 0.70376139525708403 0.05313932420887571 -0.02773917768346526 -0.081112092038966674 0.04397462292059269 0.080540276992142307 -0.030163495103411399 -0.015487192328565411 0.0029166196427322473 -0.060628514262757054 -0.05151972576308881 -0.047804550800511936
leaf_weight=11.010934836929666 40.087628586217761 785.62287210806971 3.9583757250366025 317.91589264516369 195.98727502976544 114.10555817806744 273.99211867443228 29.236044439086982 365.82070178214053 781.81887526094943 12708.753169577492 34.84518285410013 445.18066750511389 11.291554062445355
leaf_count=668 239 4912 42 3280 4682 717 1808 1774 7150 6836 116731 265 73608 1109
internal_value=0 -0.0140403 0.00168567 -0.00340095 0.0222947 -0.0180777 0.0440793 0.154858 0.000642242 -0.0208141 0.00199105 0.0321726 -0.0462127 0.0597212
internal_weight=0 1881.11 14238.5 1413.63 513.903 899.728 342.032 33.1944 13896.5 821.907 13074.6 308.837 467.483 22.3025
internal_count=223821 88976 134845 13591 7962 5629 3889 1816 130956 7075 123881 2073 75385 1777
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=173 142 160 115 34 186 74 196 138 6 133 95 157 127
split_gain=39.188 111.892 79.5742 66.9681 74.043 55.5016 47.4486 44.2225 45.7651 41.469 36.7837 35.1751 32.8904 40.8198
threshold=-0.063995320973729716 -0.025887883728439327 -0.11388150265198931 -0.11948149985711555 -0.055534859316707083 25.250000000000004 -0.047325419218386969 -0.056214313873817819 0.44817568925157469 0.94774767766707446 0.0093286220913370108 0.068553092244027281 -0.12434574551012309 0.26817096734961349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 10 -5 7 -2 9 -9 -1 -3 -4 13 -7
right_child=1 3 11 4 -6 12 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.07499822353411835 -0.021093457188981521 -0.13953355470107059 0.01890405988491848 -0.036351796265653949 0.00055207076177453082 0.041530712143271475 -0.072900026930115977 0.0039632113458055755 -0.015212053149709312 -0.36080440101795003 0.046084378974347751 -0.050018403183283745 -0.0051062948240135969 0.0078919708404326487
leaf_weight=100.24131755292183 284.79458874149714 10.998230575583873 301.53875840854016 597.05142912082374 6081.5008997207733 820.46484877029434 466.16088791110087 5138.5544616800908 1642.5126591806766 2.2320712581276885 364.60252064437373 98.150631656317273 416.54295719863148 643.79940415779129
leaf_count=1070 1574 170 12459 8333 125562 6290 1878 45088 9340 28 2959 2587 3773 2710
internal_value=0 -0.00515285 -0.0340674 -0.000436426 -0.00274707 0.00446355 -0.0532527 0.00030388 -0.000681429 0.0655056 0.0406492 0.00197896 0.0196875 0.0267406
internal_weight=0 8204.8 1150.64 7054.15 6678.55 8764.35 750.955 6883.54 6781.07 102.473 375.601 399.689 1880.81 1464.26
internal_count=223821 155522 18498 137024 133895 68299 3452 55526 54428 1098 3129 15046 12773 9000
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=25 167 19 23 127 130 16 109 19 53 118 192 90 148
split_gain=52.9906 72.111 87.413 68.2616 81.2974 81.1201 69.703 68.7145 65.8019 59.5111 56.2156 52.6275 39.1038 37.2425
threshold=0.041549907443524832 -0.31770112340779888 0.31883289581276925 0.03159530627228959 0.51821244057979776 0.36307318739974442 -0.39973511463682249 0.63529596432402846 -0.41936896339219221 -0.016857731439169254 0.13820225475744249 15.402038686146776 1.4165101373100353 -0.28835270789088846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 8 7 -7 -5 -2 -1 -3 -4 -6 -11
right_child=3 2 11 5 12 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.027748127198156655 0.069091545529283413 -0.028697464371682566 -0.071313844402682777 0.0039237160498932873 0.032844989950871172 0.046082347847005337 -0.012896056484397737 0.038115642744363631 -0.034994277443551686 0.35764679146647421 0.023987221572101654 0.12375344791466046 -0.17738575864496597 0.130457769126504
leaf_weight=22.856950554414652 63.578546102740802 338.9720718114113 16.110861285182182 8250.5027014717925 295.8057928213384 210.23095249908511 4278.6136202948401 632.84559268504381 1359.0973145058088 8.3390506822906882 503.15430630088667 97.722740980709204 9.1204045964404923 53.551969408668811
leaf_count=2964 1690 23536 2469 66279 3684 856 13072 2846 91226 148 7110 6713 38 1190
internal_value=0 0.0217359 0.0138983 -0.00159375 -0.0202998 0.000822949 -0.0101339 0.00635953 -0.0303427 0.110144 0.00278062 0.0961456 0.0265569 0.161069
internal_weight=0 1040.71 955.96 15099.8 1727.6 13372.2 4488.84 8883.35 1422.68 84.748 842.126 113.834 304.926 61.891
internal_count=223821 44130 39828 179691 96638 83053 13928 69125 92916 4302 30646 9182 3722 1338
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=15
num_cat=0
split_feature=19 9 126 55 124 124 151 180 180 132 182 148 132 164
split_gain=40.24 70.454 50.6045 49.1555 105.874 141.62 52.7811 54.6031 43.8631 58.2821 37.9587 37.2792 33.3124 29.4486
threshold=0.47233909818251169 0.21118510068555238 0.95591875113977043 -0.12470896387666536 0.43192997867188476 -0.061645710146683387 -0.41000321951572888 35.192101740294518 37.781124497991975 0.012329538417148424 0.14701524427102855 0.37007460311392448 0.42451145418610309 0.014702455979327265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 11 4 5 -1 12 -8 9 -2 -6 -3 -5 -10
right_child=1 2 -4 6 10 -7 7 -9 13 -11 -12 -13 -14 -15
leaf_value=0.13823399805883346 1.1056072752306398 0.061787349485896814 -0.08071652364866333 0.025290042921128759 0.086086117406002249 -0.033861788460639641 -0.011542852741748414 0.0020207050249638659 0.0034096050512697654 -0.071454062408915414 0.021940542598307654 -0.096166336143835976 0.12248396831015829 -0.075177710377705667
leaf_weight=55.344912450324045 0.42131561879068513 165.73269697793876 37.009514697128907 426.05821429315256 248.04313257790636 351.55581610283116 3749.7359218652127 14237.515742017567 222.16047831613105 272.75259933189955 146.88063980219886 16.422546558722388 38.445738442824222 60.713633864710573
leaf_count=1532 32 3888 344 2767 699 6223 47991 140957 2802 10023 552 375 269 5367
internal_value=0 -0.0221316 0.0258874 0.00110593 0.0253446 -0.010454 5.26339e-05 -0.00080684 -0.0410582 -0.0696387 0.062229 0.0475467 0.0333345 -0.0134577
internal_weight=0 775.213 219.165 19253.6 801.825 406.901 18451.8 17987.3 556.048 273.174 394.924 182.155 464.504 282.874
internal_count=223821 22831 4607 200990 9006 7755 191984 188948 18224 10055 1251 4263 3036 8169
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=15
num_cat=0
split_feature=19 0 180 30 5 127 109 21 141 51 180 65 74 147
split_gain=29.0594 52.4763 71.1229 84.1156 48.3295 46.2157 41.6647 38.2931 37.9772 38.3129 37.3955 63.024 42.9383 25.1599
threshold=-0.09749335970619212 7.8205488441957831 37.868139223560917 48.535045093648371 0.15809648899435269 0.10171710692322725 -0.22292243639486445 0.015652397004883328 214.85112063321125 228.21957613981021 36.848058902275774 -0.19627698192815576 -0.23841812959694683 -0.74522543370264327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 8 -3 13 -8 9 -2 12 -12 -6 -1
right_child=4 2 3 -5 10 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.063434807987665723 -0.0007352289177046771 -0.019718253177596925 0.043425923258175153 -0.017800944270010555 0.16615847364658201 0.033056837785552205 0.092931474509391931 -0.0081727328005464991 -0.030599757134987873 0.022304262051126025 0.34666587639681995 0.0033503428586346587 0.022678579693886355 -0.039738970674652686
leaf_weight=24.658661259105429 13069.244454927713 904.29284476372413 783.17593108490109 314.48617352312431 21.157350917812437 203.22254051826894 37.764712431002408 4661.871768504323 403.132049499196 763.96125825820491 5.3602214572019866 2185.9767964694183 1471.6942701442167 569.79354687803425
leaf_count=304 119506 8428 5178 5235 257 1062 469 47170 1537 3323 46 14382 9556 7368
internal_value=0 -0.00511659 0.00784463 0.0258841 0.00229727 -0.0100343 -0.0105154 -0.00736029 -0.000344543 0.000537164 0.0125057 0.00419013 0.024712 -0.0354592
internal_weight=0 7499.27 2205.18 1097.66 17920.5 1107.52 5294.09 4699.64 14236.3 13833.2 3684.19 2191.34 1492.85 594.452
internal_count=223821 75214 19903 10413 148607 9490 55311 47639 124366 122829 24241 14428 9813 7672
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=190 174 118 61 101 166 39 114 119 9 160 138 33 112
split_gain=39.8003 38.3604 74.1658 65.28 63.278 39.6587 38.3749 37.5788 14.501 15.2217 30.9397 9.33454 21.7585 9.13476
threshold=2.2732057416267959 0.46697617592638813 0.050419140340119906 0.43331491476209572 0.35903379798958862 0.061600235962348253 0.11320652622441423 5.5531511775073392 -0.086218075222201221 0.15337525145479236 0.2593623456949547 1.6431719730907643 73.770339973706072 1.0211157718563575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -5 -4 -3 9 10 -2 13 -13 -10
right_child=8 2 6 5 -6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.0015688864147448687 -0.082458816550718128 -0.078865870060520205 0.043416384934229314 -0.068744811936659447 0.041825751884153488 -0.01704773538793013 -0.0081975667288999871 0.029350969816974423 -0.067765563653841246 0.019591211826676849 0.9369117008553296 -0.081045924487963772 0.74371986628268894 0.065222545092249576
leaf_weight=11583.28524278117 0.60405506112147012 32.835160134243779 158.10011576191755 197.77407080570265 346.07162234405769 594.28757620797842 1620.9167295127991 1411.6024248327594 128.47369311901275 4.6758849127218127 0.58718418329954147 0.96083277778234222 0.47949005663394928 5.3813580098503726
leaf_count=163156 33 181 1302 7513 13958 7765 10865 16579 2123 46 8 77 2 213
internal_value=0 0.000313175 0.0100572 -0.00215584 -0.000310004 -0.0299563 -0.00361067 0.026891 -0.05302 0.10089 0.420008 -0.0596944 0.193522 -0.0624191
internal_weight=0 15944.9 3223.45 12721.4 11929.4 792.062 1779.02 1444.44 141.162 5.86712 1.19124 135.295 1.44032 133.855
internal_count=223821 221319 28927 192392 177114 15278 12167 16760 2502 87 41 2415 79 2336
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=117 48 81 165 168 107 69 188 136 131 193 29 85 9
split_gain=41.6121 101.127 64.9411 70.6989 72.2449 69.2084 58.9674 81.6082 45.22 58.7131 45.3884 44.8894 49.1805 31.7431
threshold=0.98033022796222158 7.3970927348350513 0.13853460353620739 0.20310613360104071 14.306517868012735 -0.19838356924543638 0.12947942541687466 0.098583208054302776 0.1121821744752929 0.27590728156418703 0.15139227509982944 -0.026818676177729876 -0.029421085368359089 -0.11918736916336022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 5 -5 -4 7 -1 9 -3 -10 12 -2 -8
right_child=2 8 3 4 -6 -7 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0035637255980318899 0.0089348049392746608 -0.0010871278468633447 -0.0072565082162409453 -0.018398263027709427 0.02216919036358302 0.033387397077470189 -0.0044750153557137169 0.039200701062124872 -0.04548372934207412 -0.029803835176671008 -0.0066733968719645117 0.0015889930940878535 -0.043490530943527547 -0.049290063600992168
leaf_weight=3062.4454357018112 270.22447258394095 2673.9689203661619 534.85421027446864 1051.3976705080531 753.66151732024446 1933.407651052592 432.4302047630772 813.22523026517592 786.48036986931402 970.34187165661206 488.50183528717025 2388.2591288632539 529.71777030096564 249.09783118616906
leaf_count=39249 12077 48520 2637 19015 11778 13858 2328 6237 12749 7180 5287 28354 8952 5600
internal_value=0 -0.0044615 0.00552248 0.0135806 -0.00146024 0.0245802 0.00627129 0.0110414 -0.0144043 -0.0087333 -0.0306138 -0.00527833 -0.025781 -0.0208549
internal_weight=0 9476.49 7461.52 4273.32 1805.06 2468.26 4557.2 3875.67 4919.29 3644.31 1274.98 3188.2 799.942 681.528
internal_count=223821 127150 96671 47288 30793 16495 53414 45486 73736 55700 18036 49383 21029 7928
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=157 100 103 65 127 128 195 112 152 8 185 13 128 186
split_gain=49.1139 96.0169 91.8334 90.2388 76.0719 88.837 74.5838 58.8736 58.1056 57.7728 51.4105 45.3506 44.7659 43.3379
threshold=-0.081134663669409426 -0.025067454757663844 0.30074705800441043 0.17043539043200026 -0.38223627839441304 -0.044259783672028076 0.22162928980237653 0.43956130822683787 -0.21342032129036545 1.1390970073149422 -0.16649384781599594 -0.088690983174911961 0.72787511403496019 34.750000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 8 6 11 -6 -3 -5 10 -2 -1 -4 -11 -10
right_child=1 3 4 7 5 -7 -8 -9 13 12 -12 -13 -14 -15
leaf_value=0.33024490765506009 -0.035363753041317364 0.072257594220629037 0.08113754704293831 -0.017790160615178761 -0.025601620655239167 0.004336297265685885 0.019554257760146493 0.026521512611558131 -0.021179217561127627 0.020134581077156308 0.0031411759091613217 -0.026984211469169878 0.34356237968399839 -0.060444971755255456
leaf_weight=4.8362075627956065 687.47167519007053 304.00722698529717 182.15144414661336 1058.4532449428225 1161.4105190557602 6762.2072876277671 2299.9402441845014 418.34377986076288 1907.4625444547564 178.37019620626234 741.2041489508556 49.290918054059148 4.3846934625180429 329.66688348504249
leaf_count=86 81874 2752 1360 5334 5906 22979 40411 1857 43883 1046 14403 509 9 1412
internal_value=0 0.00807756 -0.00389305 0.0145085 0.00159879 -5.18766e-05 0.0257073 -0.00523765 -0.018906 -0.022079 0.00526163 0.0581106 0.0278943 -0.0269655
internal_weight=0 4950.97 11138.2 4080.74 8155.06 7923.62 2603.95 1476.8 2983.17 870.227 746.04 231.442 182.755 2237.13
internal_count=223821 133283 90538 50354 30754 28885 43163 7191 59784 82929 14489 1869 1055 45295
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=13
num_cat=0
split_feature=129 109 21 99 105 18 17 124 104 131 112 18
split_gain=38.7762 38.5834 37.4635 44.1718 27.6262 21.9659 19.4447 12.5899 11.653 12.873 7.17015 4.10015
threshold=1.0245748931830738 -0.41960446595997108 0.76611175200607906 1.3444614619271946 42.005310215576465 0.15539706353434832 -0.53002703344130575 -0.54751496203921202 1.4645984614579577 0.081858212641342978 0.42860744203407614 0.18418206267489209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 10 -2 -11
right_child=8 2 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=0.21517628307801573 -0.087744679268520268 0.00085978235687225984 -0.039268892969631701 0.054226996233938868 0.55557759400423012 0.14991644571514648 -0.079155377387301357 -0.082945332003037331 0.052267147886118373 0.0079900932412921011 0.11282789640726365 -0.084835284240403944
leaf_weight=4.4027116819052026 2.5903771317680349 19361.030095577764 252.39279591094237 156.34673423320055 0.78317106468602915 3.8514683659304856 97.833522922650445 2.0885503940517074 8.6076800320297462 5.0341794567648313 5.7135262698866427 86.881973808980547
leaf_count=32 148 203346 7788 1086 19 79 8580 170 24 119 12 2418
internal_value=0 0.000465618 0.000791501 0.00128729 -0.0374288 -0.0590936 -0.0704789 0.119256 -0.0593891 -0.068979 0.0502599 -0.0797513
internal_weight=0 19878.7 19770.6 19517.4 253.176 108.176 101.685 6.49126 108.828 100.22 8.3039 91.9162
internal_count=223821 221100 212239 204432 7807 8861 8659 202 2721 2697 160 2537
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=8 53 23 140 96 108 121 17 129 139 79 129 180 45
split_gain=28.6674 51.981 57.3576 73.4872 43.776 88.1396 69.4854 59.0074 63.8964 39.8267 35.118 34.269 32.2207 13.0053
threshold=0.31039294730259143 -0.068014829161654064 -0.018087557901315016 -0.12588959761168186 0.13477067330358425 1.5737048344556446 0.086114712238392635 -0.2236103359808744 1.0158271125549383 -0.1372574960944716 -0.18096547160374674 1.0177099551800581 32.570950468540836 -0.028161930834454754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 9 -4 5 10 -7 11 -9 -3 -1 -6 -2 -14
right_child=1 2 3 -5 7 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.033002280797145726 0.032744544291298673 -0.030953782260899905 0.01449589723479245 -0.012840564676929784 -0.02648341457155487 -0.020745396350145176 0.012739773003193964 0.059297589762323848 0.013621031256098979 0.029969341773541644 0.0043975935719523023 0.0078465659315559416 -0.022483451323179984 -0.082087988428687267
leaf_weight=256.33839392475784 37.805463385302573 989.54450986185111 2050.9722304451279 1889.2376806418179 517.43808304029517 2993.3562358873314 781.50419824500568 352.75498207192868 2323.5497928283294 120.35315754357725 12208.043429856596 663.78453161404468 48.08109590690583 153.39353327045683
leaf_count=1969 235 7516 16030 14182 5953 27378 4228 2380 15857 635 122108 3732 369 1249
internal_value=0 -0.00642538 -0.00426752 0.00138871 0.00184884 -0.000425877 -0.013813 0.0114248 0.0196415 -0.0243475 0.00362844 -0.00719178 -0.0519679 -0.0678636
internal_weight=0 5289.39 5050.11 3940.21 20096.8 16239.2 3774.86 3857.53 2676.3 1109.9 12464.4 1181.22 239.28 201.475
internal_count=223821 40216 38363 30212 183605 155683 31606 27922 18237 8151 124077 9685 1853 1618
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=195 195 139 99 192 195 151 187 121 144 98 131 100 162
split_gain=38.7766 47.1774 79.6824 93.0332 55.604 80.2547 76.3915 32.4566 26.9161 21.1537 12.1264 13.3569 7.51777 4.402
threshold=0.1432331000577311 0.31079811995949053 -0.41266409133631798 0.02595201541494006 15.290040561699813 0.18302900411398265 0.19570833105441396 0.95757004961344094 0.16773387633866013 0.47922635626313337 -0.040766771154418811 0.62879052628735355 -0.13235362939375148 0.12795297124539229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 10 12 13 -12 -10 -1
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.13568125843928133 -0.047092430968433262 0.061562788831267125 -0.0095894056873399823 0.0098121967393096747 -0.022983164232416021 0.017446543606206909 0.0089703462091351282 -0.097205739796987906 0.12077156190517183 -0.074283451454409691 -0.070450375533908802 0.11853012555999141 0.064462055359095438 -0.036544252334026806
leaf_weight=5.9701043704408212 225.91120614410829 284.17933894484304 4179.765127454848 6047.3128757250306 2835.841433901729 1309.6577663597345 1016.3191333868526 13.486852314323185 46.648759338073432 8.3050851039588434 27.86217932918953 4.3198681188514447 48.2157854984398 1.9750347363442413
leaf_count=168 2919 2928 39123 108595 37880 15656 14885 36 318 37 922 53 224 77
internal_value=0 -0.0005285 0.00336729 0.00188284 -0.00813879 0.00795164 -0.0145528 0.0543692 0.0517247 0.0787538 -0.0177688 -0.0450831 0.0921517 0.0928687
internal_weight=0 15912.5 10524.7 10227.1 5387.73 1535.57 3852.16 297.666 143.297 103.17 40.1272 32.182 94.8645 7.94514
internal_count=223821 222022 150682 147718 71340 18575 52765 2964 1799 579 1220 975 542 245
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=15
num_cat=0
split_feature=169 128 142 114 180 102 127 52 176 9 5 27 127 43
split_gain=42.0519 70.3211 48.8209 55.3579 63.5682 60.2747 43.7619 80.8507 37.4379 52.9363 46.0868 35.1158 19.7418 16.5849
threshold=-0.22776823516107012 0.16356003374714406 -0.075422820731344278 4.6026705498078178 29.213520749665332 0.2612207729301636 0.040326214530012089 -0.056694100654298189 -0.1324313463284221 -0.27981051056683021 -0.19127973232837048 0.069111282410445771 -0.75012400187188955 2.7781921257750732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 5 -5 -4 11 -8 10 -10 -3 -2 -1 -14
right_child=2 8 3 4 -6 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.35294992368571387 -0.017010968020594663 -0.066248954343012451 0.0015389831818801286 -0.045212201336881266 -0.0017729785384701946 0.028655790843294421 -0.022458752415706305 -0.11777186141049392 -0.20496513601082611 -0.020726821110021373 0.041851053836846647 0.043855794404240388 0.063093746331173137 0.014921976934502297
leaf_weight=2.1750861441250882 302.56412084985641 56.475921995530371 2313.5743789559929 347.26205922870577 11268.801578760918 1269.4879243221076 504.79350689981948 108.04683200840373 21.94656890805345 53.888912821450504 130.73599231272237 138.02547300833976 280.29868856273242 95.931467141665053
leaf_count=13 4906 492 20995 6380 168661 9282 4034 1193 92 467 1268 1294 3710 1034
internal_value=0 0.0249419 -0.00116269 0.000280207 -0.00307159 0.0111465 -0.0219811 -0.0392629 -0.0147702 -0.0740449 0.0092407 0.00205703 0.0525476 0.0508109
internal_weight=0 641.453 16252.6 15199.1 11616.1 3583.06 1053.43 612.84 263.047 75.8355 187.212 440.59 378.405 376.23
internal_count=223821 7076 216745 205318 175041 30277 11427 5227 2319 559 1760 6200 4757 4744
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=86 106 76 74 130 73 106 119 154 136 152 133 185 130
split_gain=47.4918 98.8911 113.453 107.228 90.1786 105.245 74.5286 70.0905 66.8188 65.5258 64.4143 36.378 30.8497 12.0983
threshold=0.43272191251700903 -0.16659541018186333 0.1453183817402873 0.45341557343352318 -0.3747954953705695 0.56019327570912736 -0.35890842017298091 -0.021700056184488777 0.14737789729404407 -0.036317344174050713 -0.25237995337605673 0.21014108652790761 -0.012664092667577854 -0.49205658326346352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 12 6 -6 -7 -1 11 -11 -3 13 -2
right_child=4 9 3 -5 5 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.060728018403230027 0.079046273535271688 -0.04948589297617513 -0.011096737547829194 0.038685015723652655 0.049175555851593639 0.024905444595219206 -0.032205314958559515 -0.0067046627692885098 -0.038161245251985963 0.021203283913653691 -0.0040805926355445676 0.043186768388311432 0.092265784856806726 -0.12055432252022247
leaf_weight=741.29243004621821 4.3022769326344124 390.47430746386817 1193.9228394187667 678.60784405254526 119.58980130939744 914.45794252044288 1906.9352037468052 3011.6805447326042 75.265816040046047 1228.5862593654601 5602.2776804267487 47.512098243736546 116.19706012983806 10.323104708688332
leaf_count=5728 36 65614 9347 2452 421 4137 8261 9866 3413 10212 102073 1321 854 86
internal_value=0 0.00412401 0.0205082 0.00694424 -0.00709022 -0.00889516 -0.0274028 0.000657817 0.051613 -0.00193726 0.000466918 -0.0394329 0.0750376 -0.0618388
internal_weight=0 9957.94 2689.09 1872.53 6083.49 5952.66 2026.53 3926.14 816.558 7268.85 6830.86 437.986 130.822 14.6254
internal_count=223821 200160 20940 11799 23661 22685 8682 14003 9141 179220 112285 66935 976 122
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=15
num_cat=0
split_feature=187 131 154 92 134 110 46 175 134 187 105 139 154 194
split_gain=37.5297 55.8639 46.6045 42.832 96.1357 73.9768 66.2994 52.1536 43.2501 41.8359 36.9466 64.0067 23.899 22.8477
threshold=-0.076241309958380798 0.5377874268496724 0.090760923738621241 0.58707090538182993 0.40390669073976054 0.069806340803594116 2.231657631526855 0.24820221877395687 0.068465448395739092 -0.098702582567384803 5.6051456411323803 0.10806017367644231 0.7704970304199289 0.12491745074587497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 6 -6 -2 -5 -9 -3 11 -1 -4 -12
right_child=3 2 12 7 5 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.027026112462003545 0.0002026309437160001 0.10632974199098549 -0.083741027481684174 -0.058869684725787991 -0.026461709838934113 0.037952702762827459 0.075646346897459929 0.12416481043202388 -0.0080804042955615607 -0.026262219809873574 -0.053229726235234809 -0.030136775884516083 0.15083413273184954 0.15020245387673764
leaf_weight=287.57093798578717 14612.456160202913 88.617215144739021 34.591247609874699 208.81148656574078 209.84704888402484 1185.6299832445802 117.41932104242733 25.014067525975406 2179.1825200763997 32.532674886344466 348.96897144129616 614.37043613917194 4.9669003323651841 5.6095504560507825
leaf_count=5514 169680 449 378 875 3600 4622 875 79 17705 267 14507 5185 38 47
internal_value=0 -0.0155624 0.0399528 0.00132119 0.0031806 0.0282663 0.000804031 -0.0111046 -0.00657963 0.0707245 -0.0226627 -0.0119112 -0.0542879 -0.0500114
internal_weight=0 1417.23 160.708 18538.4 16125.4 1395.48 14729.9 2413.01 2204.2 121.15 1256.52 901.941 39.5581 354.579
internal_count=223821 26385 1132 197436 178777 8222 170555 18659 17784 716 25253 10699 416 14554
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=15
num_cat=0
split_feature=16 86 6 123 101 34 157 28 158 106 169 52 69 3
split_gain=27.2545 45.1887 41.9348 49.9498 56.8622 46.0496 36.4526 89.981 54.6925 30.9125 40.0666 27.0196 26.7502 17.4423
threshold=0.6190717801369815 0.063669829036247155 1.107641695029705 194.50000000000003 -0.1151655524249942 0.23350959554988629 -0.040685821106071246 -0.012607271109089624 -0.082026128219961789 0.15862631194690577 0.15450894933504597 0.054024230043586134 0.053271402420291832 25.698377794636439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 4 -4 -5 7 -1 -8 10 -2 -11 -3 -14
right_child=1 12 3 5 -6 -7 8 -9 -10 11 -12 -13 13 -15
leaf_value=0.027996286006989436 0.035652270235656904 -0.08343074491365432 0.096372255654662911 0.011009692454514939 -0.037303592298645168 0.046426147780822435 0.027184791930282622 3.9464034704292649e-05 -0.0051963208571337589 -0.099956760534033601 -0.044476361823018479 -0.011615543740433443 0.015144779250902823 -0.047669260128213396
leaf_weight=1374.4838991777506 302.34776273509488 122.83839884930057 35.682707314845175 1620.3813719318714 294.05627410812303 474.67186291259713 544.30305773019791 7088.9919766498497 12509.674227166688 36.439703085692599 78.6327502746135 694.06051680911332 72.205580582784023 114.00446333858417
leaf_count=20353 3201 631 575 11830 3138 4096 2442 71999 98837 259 470 4595 599 796
internal_value=0 -0.0133835 0.000872902 0.0133399 -0.0228379 0.0190339 -0.000532001 0.0045797 -0.00384615 -0.00397866 0.0191141 -0.0160223 -0.0472077 -0.0233122
internal_weight=0 1420.53 23942.2 2424.79 329.739 2095.05 21517.5 8463.48 13054 1111.48 380.981 730.5 309.048 186.21
internal_count=223821 10551 213270 19639 3713 15926 193631 92352 101279 8525 3671 4854 2026 1395
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=10 188 102 195 18 77 61 52 124 64 115 93 131 9
split_gain=37.0946 38.4108 53.0717 35.5556 70.5892 58.5797 30.1572 19.5407 21.7846 36.4352 19.538 16.1202 11.3013 4.95468
threshold=-0.22094857374743349 -0.1091554120471597 0.12684320852715222 0.31079811995949053 0.27188503401749714 -0.30045431899614872 -0.15628352130337922 0.93513199331682684 -0.13063051520773342 0.0081285620180916885 0.51694417082907884 -0.08271900895475455 0.71621739089485714 -0.13019216508343903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 5 -5 -3 -4 8 12 -10 -9 -2 -1 -12
right_child=1 3 6 4 -6 -7 -8 10 9 -11 13 -13 -14 -15
leaf_value=-0.093919540362456644 0.080228403469970261 -0.089885821570750396 0.073152619571485666 -0.016848526811223896 0.0065863878594228254 -0.006029172718239338 0.02070856343473915 -0.081598467526641127 0.045163323259507143 -0.064017664799239871 0.13531428772668641 -0.04924759191404518 0.23271807619363971 0.018758482012654069
leaf_weight=80.670901934448921 10.426813077356199 84.70121487416327 128.38449553397368 1526.5022904714715 8135.1504060733132 5054.3077992541475 751.30027636689192 8.6125937563992938 48.326221235794947 83.164949914969839 12.700752623379232 123.64538025367074 1.0733343518804748 5.1162680229172102
leaf_count=2113 117 351 993 13399 96890 54819 7923 173 27592 17876 38 1490 5 42
internal_value=0 0.000598979 0.01943 -0.000690833 0.00288377 -0.0074113 0.0283624 -0.0390397 -0.0490924 -0.023891 0.0420662 -0.0391782 -0.0896307 0.101845
internal_weight=0 15814.4 1013.76 14800.7 9661.65 5139.01 879.685 239.665 213.235 131.491 26.4296 134.072 81.7442 17.817
internal_count=223821 175982 10523 165459 110289 55170 8916 47839 47586 45468 253 1607 2118 80
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=166 94 146 77 108 76 74 154 81 166 8 109 41 93
split_gain=41.1024 53.8416 48.561 68.5823 62.2551 47.4781 43.7964 40.4474 54.4231 24.9223 21.8785 19.4403 15.6653 6.19055
threshold=-0.41263593544585381 0.05117395456147051 -0.32941898359030769 -0.031207947511650312 1.4750516475502704 -0.18290721319011233 -0.035209009027208325 0.25362114686148396 0.062125018247641432 -0.34193825124593774 -0.29674362611576005 0.35166754946665252 -0.10641434026849576 0.10562994414244294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 -5 11 -7 10 -9 -2 -1 -4 -3 -14
right_child=2 12 5 4 -6 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.035353443880023136 0.081338376944165264 0.085301373435088049 -0.055569332566478863 -0.070336323564389833 -0.013928667984157379 0.0077589665883898836 -0.0032954087480706602 -0.68067207814981812 -0.02601076639047329 -0.0082337322240846594 0.08550638676444082 0.086455770268826226 0.0027945078282323472 -0.074093508520579526
leaf_weight=258.61072747875005 78.473821545019746 8.1078622378408891 188.0053197396046 286.63258269056678 616.46146173914894 5843.6338060593989 9268.6890369061293 1.3035053233616043 49.170251158531755 51.414908780250698 131.0625473735854 10.158426861104088 12.606373917311428 61.83665562979877
leaf_count=3723 929 38 11198 2139 4502 76509 121662 14 526 326 1690 304 27 234
internal_value=0 0.0274124 -0.00107445 -0.02206 -0.0318319 0.000341424 0.000979098 0.0413118 -0.0429177 0.0458823 0.0522219 -0.0482887 -0.0466967 -0.0610731
internal_weight=0 522.698 16343.5 1032.98 903.094 15310.5 15112.3 440.147 50.4738 129.889 389.673 198.164 82.5509 74.443
internal_count=223821 6252 217569 7896 6641 209673 198171 5953 540 1255 5413 11502 299 261
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=15
num_cat=0
split_feature=25 11 195 28 131 129 39 109 98 98 168 193 165 127
split_gain=47.4294 58.1363 52.6744 51.9754 88.3076 56.7524 61.3652 58.6598 46.1475 62.1153 46.0584 37.1987 31.7894 24.0661
threshold=0.041549907443524832 -0.32601349918853734 0.18889532552682128 0.011606047318364206 0.14276570551594481 1.020384058374135 -0.019086909215051805 0.57300314267326247 -0.014102496272680178 -0.013413217509275059 4.9325288702234937 0.76986817813549557 0.20782778512143585 -0.41648584493738244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 11 7 -7 -5 -1 -10 -6 -2 -4 -3
right_child=3 2 12 5 10 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.086642280368079194 -0.060612152383134624 0.22207162250526077 0.0112758505078223 -0.00095590639576273993 -0.042389966106238484 0.026898340550355143 -0.021299086654732062 0.01593147537596112 0.99938556655040844 0.124672385669355 0.022577924656920299 0.043424596093841382 0.058186809947701326 -0.07362104153397174
leaf_weight=10.885920390690442 469.74557984688727 2.8528649419895364 694.7341953235009 9022.4502605313319 150.04751978866989 306.84986658749403 1898.9760502264835 2664.3189743841067 0.82203997037140553 65.392444552649977 400.07824756167247 37.081002729479223 182.37675483072235 78.223253280797508
leaf_count=2080 67587 21 22732 75066 8423 1807 5618 9621 52 1066 11281 288 14729 3450
internal_value=0 0.0206235 0.0139016 -0.0015091 -0.0228862 0.000117272 -0.0145944 0.00289403 0.104163 0.135532 0.00485785 -0.0530005 0.02103 -0.0632164
internal_weight=0 1035.29 958.187 14949.5 1056.95 13892.6 2205.83 11686.8 77.1004 66.2145 550.126 506.827 877.111 81.0761
internal_count=223821 44130 40932 179691 87579 92112 7425 84687 3198 1118 19704 67875 37461 3471
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=12
num_cat=0
split_feature=148 191 112 166 159 196 19 153 14 1 184
split_gain=37.3619 39.2958 58.4784 55.8613 52.8366 45.6515 41.0059 32.1537 21.6433 9.40469 2.79073
threshold=-1.4179270228356258 2.7385566629752791 0.5819357387812284 0.37945425446906184 0.18068351491544771 0.2135613555157598 0.47233909818251169 0.04878561960050299 -0.44759217759471076 -0.46455994719318189 -0.039961193946089955
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 6 -3 -5 -2 -4 -1 -10 -11
right_child=1 2 7 5 -6 -7 -8 -9 9 10 -12
leaf_value=0.17730342525999368 0.0016048184123719452 -0.0064875807245010205 -0.063813927028329331 -0.068347187300237866 0.084812971187844366 -0.01120655776884754 -0.024405363951447451 0.040730908948242855 0.073298681712838529 0.0043620647713671383 -0.091532506187219434
leaf_weight=3.436270152218639 18149.269484476477 93.392478477209806 80.961414161138237 203.39089894827339 197.27562824403867 447.3296487389598 627.06308990906109 46.210216281469911 3.8379277037456623 3.1737956836586809 69.29215902206488
leaf_count=29 176868 217 378 22652 1085 4952 16590 199 17 45 789
internal_value=0 0.000390514 0.0307327 -0.00026209 0.0554778 -0.0290666 0.00073617 -0.0258256 -0.0681973 -0.0792532 -0.0873326
internal_weight=0 19844.9 417.84 19427.1 290.668 650.721 18776.3 127.172 79.7402 76.3039 72.466
internal_count=223821 222941 1879 221062 1302 27604 193458 577 880 851 834
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=15
num_cat=0
split_feature=190 195 87 197 196 196 127 0 15 131 197 74 49 67
split_gain=27.5694 54.9574 45.2778 60.4928 37.8265 38.7237 28.3549 25.9868 25.3755 22.0733 17.0785 16.5348 14.988 10.8875
threshold=1.637521898391465 0.70799798799153624 0.017055354089722922 0.099725768102021398 -0.056214313873817819 -0.0068007133644558551 0.44652891199495143 1.7130707833630121 0.86815672394681054 0.44305792258826426 0.013158348380786561 -0.088064120992546083 0.11293772942466827 0.7081179642647154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 7 -6 10 -1 -3 12 11 -2 -8 -11
right_child=6 2 3 -5 5 -7 9 -9 -10 13 -12 -13 -14 -15
leaf_value=0.040051610339196242 -0.071536057467159284 -0.13503394379306607 0.064828131962853086 0.013421775751870646 0.005050929843538601 -0.0035103396146486201 0.16363004180661944 -0.041841643635248019 -0.018781599847682878 0.0061124674220828538 -0.049041425102116946 0.14995571145003439 0.030820269694676345 -0.050399984353488705
leaf_weight=43.873162696370855 5.5258514296729109 21.703412499278784 267.49598869285546 1587.0388288669055 8487.1502112894086 13995.261214052734 12.37755604716949 331.7468987981556 139.2232769227121 112.97179839061573 273.84217675833497 8.6407479387707991 27.105945093091577 48.824302971130237
leaf_count=495 29 111 2392 10521 80371 121764 94 2831 1204 695 2653 55 180 426
internal_value=0 0.000591507 0.0164214 0.0208366 -0.000804258 -0.000278445 -0.0233781 -0.0322764 -0.03446 0.00541806 -0.0435028 0.0635602 0.0724544 -0.010941
internal_weight=0 24873.5 2015.46 1854.53 22858 22482.4 489.288 375.62 160.927 201.28 288.009 14.1666 39.4835 161.796
internal_count=223821 219689 14228 12913 205461 202135 4132 3326 1315 1395 2737 84 274 1121
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=15
num_cat=0
split_feature=118 171 169 178 28 93 133 42 182 195 192 194 43 84
split_gain=36.7333 43.3839 41.0118 40.6159 40.0901 73.5173 59.8118 26.1482 16.8699 16.8396 13.0323 12.9778 12.4319 9.07915
threshold=-0.21806870596601549 0.7009586540917786 -0.017837512373370328 0.019290262073054822 -0.010677461066783014 0.022522911542917225 0.21014108652790761 -0.071015180810208176 0.12680939104101455 0.31793985606136382 14.925098005581328 -0.020504734039136295 3.1233155967169357 0.01329326190427116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 11 6 -6 -4 -5 10 -1 -3 -2 -11 -10
right_child=2 8 4 7 5 -7 -8 -9 13 12 -12 -13 -14 -15
leaf_value=-0.12723748660617815 -0.01139226140599614 0.10426263190698902 0.0076747708646188826 0.18974092744341634 -0.017075641991133077 0.0026270969625330786 -0.063602936834149595 -0.009127510996088075 0.063215462460743291 -0.058123104090625322 0.045248904673130266 -0.063943047626489322 0.08184667536322443 -0.1252786880448902
leaf_weight=18.917544821531919 59.425388374871545 46.375294530458632 6338.5214380571633 6.6882455786690107 2881.3598163139213 5525.5311258693837 119.95581921809935 577.40576917528961 3.7358630866438025 16.398987409123951 193.80491075461759 224.64359117030835 10.35071129616699 8.086640755645929
leaf_count=840 13120 485 41239 651 25939 52740 865 11530 48 3355 2981 69755 172 101
internal_value=0 0.0346516 -0.000807856 -0.0219344 0.00042597 -0.00412578 0.0063509 -0.00685034 0.0509032 -0.0550287 0.0566436 -0.0529498 -0.00396224 -0.0657153
internal_weight=0 297.67 15733.5 868.163 14865.4 8406.89 6458.48 584.094 252.003 45.6672 240.18 284.069 26.7497 11.8225
internal_count=223821 7982 215839 95056 120783 78679 42104 12181 3615 4367 3466 82875 3527 149
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=15
num_cat=0
split_feature=67 31 116 13 0 181 74 39 155 159 34 34 159 152
split_gain=39.2719 50.5263 70.5017 59.3067 69.3586 49.1463 44.9077 43.7119 41.3459 39.1891 50.2876 39.4165 1.90022 0.890196
threshold=-0.088140057630562499 0.13247224227439661 0.2501124836766862 -0.027385329933388446 3.0899342905110818 -0.0012909278490386641 -0.30782940931270492 0.36160155447875303 -0.14248332269689382 0.17471534319392795 -0.17643610266195056 -0.023243390766630585 0.38801502727485149 0.4948569366149082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 7 4 -2 -5 12 -3 -4 10 -8 -11 13 -1
right_child=1 2 8 5 -6 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=0.090213807524371331 -0.011483360678643102 0.012746564215567481 -0.021871168298261599 -0.046725258192605659 0.0066651197789635913 -0.0074604793897852075 -0.029988395215912639 0.056230234253855774 0.021562500649807734 9.6796494032937863e-05 0.021618102608176197 -0.057579484659475336 0.1514355821428498 -0.00013525453177803035
leaf_weight=55.842691976809874 4636.7801704424783 2181.4023608817952 956.67378935761008 614.47253306717903 3857.8895656927489 662.43003040741314 210.08860915107653 258.58218616397062 284.30116943035682 1114.9525346684095 1865.3072201218456 132.58022762951441 5.2295490524265906 1.1122528169071291
leaf_count=1020 33825 18129 34666 44929 24572 27720 1038 1704 8119 8965 17095 1978 44 17
internal_value=0 -0.00250018 0.00748506 -0.00626163 -0.00324115 -0.0263555 0.00954998 0.0173548 -0.0119207 0.00797435 0.0163941 -0.00603269 0.0937464 0.0884494
internal_weight=0 13452.5 3680.96 9771.57 8494.67 1276.9 3385.11 2439.98 1240.97 3322.93 2075.4 1247.53 62.1845 56.9549
internal_count=223821 193664 62618 131046 58397 72649 30157 19833 42785 29076 18133 10943 1081 1037
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=96 64 2 136 145 82 130 195 129 109 8 103 99 173
split_gain=48.086 60.0557 83.0673 89.4696 76.2379 74.9165 55.4148 52.2333 50.3682 41.3679 57.5229 50.0514 30.6723 23.4223
threshold=1.2009604453687024 0.65823789012981049 -0.16022382727573728 -0.036317344174050713 -0.25732459036973726 0.53467921479480174 0.10947089490056659 0.28507932585343876 1.020384058374135 0.38508268715292493 9.8244177279311504 0.90236300965006544 0.62548682062784988 -0.11096071706009084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 12 -7 10 -9 -11 13 -2
right_child=7 5 3 -5 -6 8 -8 9 -10 11 -12 -13 -14 -15
leaf_value=0.014931543254418129 0.081092082772674268 0.017719287763685223 -0.039568346011184891 0.0087207308194699878 -0.017609142026491668 0.037032438398915783 -0.039929371534595949 -0.050666275803017129 -0.019832145267218635 -0.025467586016345814 0.033025131120661265 0.013592889074480752 0.049557917693594342 -0.091701220921284007
leaf_weight=893.9629057013226 8.2969459788873774 343.15947960998164 406.89731898027821 6726.5856788275269 3699.2883521456242 1284.9256703583524 324.3423202354461 409.15001264866441 177.25375897064805 517.18883659876883 102.7500241259113 897.04078829381615 19.96017980389297 143.91352658718824
leaf_count=19546 53 1895 58121 101780 26762 6441 1005 1654 386 1557 433 3495 222 471
internal_value=0 0.00201826 -0.000787309 0.0059663 -0.0112759 0.0174666 -0.0102925 -0.0142258 0.030139 -0.00950868 -0.0338675 -0.000691666 -0.0669977 -0.0822823
internal_weight=0 13856.4 11726.7 7133.48 4593.25 2129.68 667.502 2098.3 1462.18 1926.13 511.9 1414.23 172.171 152.21
internal_count=223821 215936 206209 159901 46308 9727 2900 7885 6827 7139 2087 5052 746 524
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=15
num_cat=0
split_feature=169 32 76 23 69 160 68 186 162 3 179 102 127 102
split_gain=35.815 81.9606 80.324 79.0851 151.423 78.5817 75.0472 59.1637 54.7012 67.3877 54.8624 42.8967 37.8786 28.0629
threshold=0.1287134747674149 0.2019606089997544 -0.17676402747119077 0.31562507609542662 0.27254527008134027 -0.063264070470448033 -0.0056086363886063131 28.750000000000004 0.23619390348422534 91.672721574150941 -0.23247467273754546 0.085047377293593199 -0.20057118746750599 0.10351232070967011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 6 -5 7 -4 -1 10 -10 -3 -7 -2 -14
right_child=1 8 3 4 -6 11 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.11192698958914456 -0.077440761100776592 0.10592759523257599 0.0026709569602595051 0.041685546543289376 -0.0088040362802201018 0.79077742150663155 -0.0159095140332535 0.49730313820653094 0.057129650546551072 0.0037821641157079998 -0.011323225978897983 -0.084215023592511484 0.050596301365594204 -0.022395144311264357
leaf_weight=85.713416433602106 123.42077938743751 40.948206089902669 10065.496721259988 1291.5710589014925 1099.8168945783982 0.57255949784303339 2772.5960254887468 4.1778671899810425 346.02608298961422 750.01794156382675 1568.5728564392193 26.153029950772179 54.387078581901733 1671.4138656070863
leaf_count=412 6615 119 94021 4650 7710 76 48071 14 5158 22903 12470 3005 884 17713
internal_value=0 -0.00769658 0.00240142 0.00176834 0.018465 0.0850786 -0.0013418 0.129838 0.00339348 0.0206242 -0.00834022 -0.0654695 -0.0239223 -0.0200949
internal_weight=0 4554.79 15346.1 15229.5 2391.39 116.617 12838.1 89.8913 2705.57 1096.04 1609.52 26.7256 1849.22 1725.8
internal_count=223821 65862 157959 154452 12360 3507 142092 426 40650 28061 12589 3081 25212 18597
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=15
num_cat=0
split_feature=154 5 168 82 176 35 62 78 181 1 86 112 127 189
split_gain=28.3559 28.0586 43.8974 44.4645 42.6228 49.342 35.9412 27.6214 6.04032 7.40952 12.0503 5.28143 1.98082 8.98978
threshold=-0.42680575514461422 0.16321613650362829 23.415647674606735 -0.14052255117936113 0.38245162417534156 -0.073441595154401337 -0.050705303463577718 0.039061333688077501 0.073589608651881064 -0.056856161564304154 0.36093613165994815 -0.2363967816513283 -0.5629101458780843 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 12 11 -11 -10 13 -1
right_child=1 4 7 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.068213224957829985 -0.019265612910988838 -0.0095912885018154502 -0.037884093522015855 0.00072296502526151424 -0.082436239201157932 -0.0017507471007738515 0.017131726549999098 0.0037064932268196086 0.061256578300779276 -0.012504978756881524 0.19654359517247341 -0.087289197233165416 -0.07698375079966846 0.20886193293869365
leaf_weight=7.8733965884894115 1189.496641503938 599.31133945146576 523.35050701757427 17278.3222348032 78.533077207976021 2171.8146083843894 3141.4139184448868 229.79646451503504 2.7586114392615881 23.600240261293951 3.1222054231911889 18.083398156799376 55.599666241090745 1.3755791592411695
leaf_count=396 9357 5114 2422 154542 843 27446 19945 1448 77 356 18 231 1577 49
internal_value=0 0.000332925 -0.00152956 -0.000564482 0.00630829 -0.00456653 0.0128504 -0.0251942 -0.0500031 -0.0229367 0.0119199 -0.0676279 -0.0698555 -0.0270045
internal_weight=0 25212 19221 18467.8 5991.07 2250.35 3740.73 753.147 112.413 47.5645 26.7224 20.842 64.8486 9.24898
internal_count=223821 221117 167769 163899 53348 28289 25059 3870 2704 682 374 308 2022 445
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=15
num_cat=0
split_feature=169 77 195 195 183 170 101 46 36 64 17 8 72 98
split_gain=35.2412 54.6476 39.7741 72.1395 45.6625 41.0064 38.4513 33.849 18.0629 17.3958 16.5447 11.9935 10.0671 5.04585
threshold=1.7697375158738764 -0.24806587988364107 0.15008793528703659 0.17208494560522256 0.99317803728996901 0.048784035543242968 -0.11227028800130519 0.10482748586411722 51.90984831198282 0.22459097296511091 0.74257285304764264 0.082489457950882514 1.3975288875028407 0.96904619965408634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 6 4 -4 -5 11 -8 12 -10 13 -1 -3 -2
right_child=1 8 3 5 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0065626399074730085 0.13785017519976914 -0.069640174759080908 -0.17706417116784992 -0.007342381323018907 -0.039576147076313274 0.0040313593349188062 -0.080563763986358713 0.03923293340384934 -0.072014327220720806 -0.0043929269442764081 -0.066964342722157316 0.11289525147568276 0.055494116860871315 0.040965030910664155
leaf_weight=12.488024191610746 24.140380198135976 161.60901404164542 32.750643560448225 4492.5722371307602 92.052889709973897 10766.813267208283 31.511997691519355 93.774331203487236 50.058780878316611 158.49312361114426 5.8566179173067203 70.443010746617801 6.6955055193975559 6.9154274128377429
leaf_count=102 79 1814 292 132039 1439 83887 1606 487 259 1255 29 441 62 30
internal_value=0 -0.0289177 0.000651061 6.3484e-05 -0.0756554 0.000682774 0.0440643 0.00910169 -0.0402915 -0.0206241 0.0872027 0.0968833 -0.0646621 0.116276
internal_weight=0 413.769 15592.4 15384.2 124.804 15259.4 208.217 125.286 376.856 208.552 36.9124 82.931 168.305 31.0558
internal_count=223821 3528 220293 217657 1731 215926 2636 2093 3390 1514 138 543 1876 109
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=15
num_cat=0
split_feature=13 104 151 115 143 13 194 111 182 176 74 35 158 153
split_gain=38.1076 50.0418 46.6283 45.6705 55.0295 48.5565 42.8169 37.3515 38.2452 28.9783 27.5224 23.925 27.9136 20.8351
threshold=-0.42700416682855019 0.59664663488241643 -0.15045357417448946 -0.16964889892497872 -0.087360962777449272 0.055920467282213893 0.32763065338273317 0.58522844748011094 -0.10538325329365876 0.034810392801505018 0.44022998605038566 -0.070529340585816599 -0.39561767599020786 0.010690583722548616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 -4 -5 9 8 -2 -1 -9 13 -13 -3
right_child=2 11 3 5 -6 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=0.034778619959634625 -0.043863192039323318 0.3937440541647943 -0.019106453928007621 -0.0064376201359116411 0.021874362829244761 -0.045219244040317755 0.10000783626262306 0.05139472501163217 0.005140156842433837 -0.057858720430101734 0.004941697387132472 -0.037533107927008161 0.071355032554951223 -0.060625367413630671
leaf_weight=338.09743238706142 164.38011574413395 1.0202362297568459 455.89084260028903 8370.9778962861164 1165.009587361099 335.79682310371572 97.144210104364902 300.17343495413661 5120.1314665789687 37.514391880598851 221.77658065332798 48.305173713481054 45.925383194931783 93.285214981529862
leaf_count=2746 1803 28 4827 67814 10769 79042 573 1666 50132 173 1546 836 465 1401
internal_value=0 0.0234593 -0.00103315 -0.00506409 0.0103482 -0.00793332 0.0408312 0.0061365 0.00361586 0.0255264 0.0316568 -0.0201011 0.015536 -0.0557098
internal_weight=0 661.292 16134.1 10327.7 1620.9 8706.77 472.756 5806.46 5284.51 375.612 521.95 188.536 94.2306 94.3055
internal_count=223821 6222 217599 162452 15596 146856 3492 55147 51935 2919 3212 2730 1301 1429
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=118 129 22 20 189 91 131 69 169 13 137 74 126 11
split_gain=45.7468 65.5639 67.5406 113.772 73.1339 55.7885 55.6582 52.8822 67.1883 53.0388 52.1627 49.9887 52.581 46.2242
threshold=0.50633893607862623 1.0151546720729716 0.16550925944587888 -0.16565721816589982 29.500000000000004 0.086542087644987067 0.11141299591405339 0.74888213648440727 0.32167647385639858 -0.18128090312093773 0.46842075392789972 0.60296441439878234 0.917267701427114 -0.16559549284397582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 6 13 8 -1 -9 -8 12 -7 -2
right_child=5 2 3 -5 -6 11 10 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.061614072008406379 -0.047662694315656354 -0.054322511117460906 0.029887166591594985 -0.0019261253303766322 -0.0061381166275363483 0.016948332732005075 0.047229129229462034 0.069730954029256123 -0.00094440307480890117 -0.097552458100977041 0.0026202204987430273 0.011202108005835583 -0.040065885842437282 0.011730808887434621
leaf_weight=481.43705638909887 159.69490601464349 336.10945740612806 1522.7951606751885 4293.9302760864666 5014.6485173258698 231.08771496696863 871.61092130318866 89.735323660774156 294.01119635337091 24.028650503605604 374.86899402271956 964.88183713238686 539.15269964002073 730.17645582545083
leaf_count=30429 2746 14054 7910 23664 114542 1026 5561 595 10546 153 927 3316 1557 6795
internal_value=0 -0.00313727 -0.00105641 0.00640247 -0.00916483 0.009357 0.0201754 -0.0292705 -0.0386112 0.0343982 0.0338134 -0.00396305 -0.0229605 0.00107214
internal_weight=0 12056.7 11167.5 5816.73 5350.76 3871.47 2136.35 889.212 775.448 113.764 1246.48 1735.12 770.24 889.871
internal_count=223821 201893 160170 31574 128596 21928 16029 41723 40975 748 6488 5899 2583 9541
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=59 106 61 87 71 40 142 109 48 95 40 136 9 166
split_gain=38.3597 69.808 66.2292 86.557 73.1568 64.7389 64.2433 62.3109 58.8075 50.1333 66.8465 59.2667 49.4939 72.8533
threshold=0.018187057713751148 0.0036327972797125245 -0.081016029656244673 0.0039601222120292691 0.10726733561662631 21.644686741739953 -0.098277099920501237 -0.16763576462364949 129.76644987669246 0.31988751164138973 13.998766001834698 0.080260339477276829 0.023852246563046606 -0.18214555911129091
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 7 -3 -8 11 -11 -2 13 -7
right_child=5 6 4 -5 -6 12 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.88780381426684696 0.0067248229012418018 0.13530409257492851 0.01204394752285688 -0.030209326402618392 -0.0062239203535486825 0.00055113106186877113 -0.03310075102445717 -0.068381740242200659 0.60585211582491549 -0.013539730743899909 0.037842891049540306 0.029589853159627762 0.0025635831655288748 -0.055843553128488835
leaf_weight=1.0284400884993363 3003.000974943483 45.394306891015731 3766.4215384493291 777.11690069740871 5244.936421562219 461.92868180433288 1126.5741856922104 22.445192297804169 1.4422838333994139 1431.1130775157362 307.61212478321977 1821.0625188938866 1380.1583404990815 454.42249413626269
leaf_count=25 35396 899 45661 14782 25108 2261 36568 624 9 5933 1806 9444 36797 8508
internal_value=0 -0.00379178 -0.00100563 -0.028996 0.00141139 0.0050523 -0.0265997 0.0679132 -0.0322838 0.0101091 -0.00444921 0.0153563 -0.00939854 -0.0274152
internal_weight=0 10985.4 9789.5 778.145 9011.36 8859.3 1195.86 67.8395 1128.02 6562.79 1738.73 4824.06 2296.51 916.351
internal_count=223821 123676 85576 14807 70769 100145 38100 1523 36577 52579 7739 44840 47566 10769
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=15
num_cat=0
split_feature=71 78 124 79 79 77 77 165 141 92 87 38 58 121
split_gain=28.8504 51.5531 46.5377 57.9203 44.8184 47.8558 43.6589 92.1445 70.2923 43.0587 39.6676 39.3647 27.0681 26.2892
threshold=-0.069109330054116694 0.013900341353703436 -0.25072969272576145 0.13534319208642917 -0.049896614587517991 -0.19075698100456276 -0.041668730269219779 0.75930194854426547 7.4051548043278581 -0.061972634991923736 0.018645962403009465 0.081144780649549594 0.34625402568858415 0.16319372076691099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 12 -4 5 -2 7 -6 -8 13 -11 -7 -3 -1
right_child=4 2 3 -5 6 11 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.02288450150281697 0.027707865393388178 -0.040524701831294696 0.019048925937716499 -0.11694548272464611 0.002924085812457569 -0.027704700738923504 0.0068789383181756553 0.044037498103082363 -0.0068235226517963342 0.040183549401993791 0.002107913874546165 -0.0021501495327654941 0.0088508110155782437 -0.043066182445143091
leaf_weight=101.68254107353278 260.42005164595321 405.83779185498133 624.81148571847007 32.970214477740228 3035.0572899084073 1485.8080384416971 5950.3839437513088 664.48202416568529 10095.572876420745 924.06445388728753 388.71526514156722 1014.3005014432129 152.84340358013287 149.02485944377258
leaf_count=993 2535 2186 6727 130 22374 9781 71462 5997 78232 7613 3530 9592 1495 1174
internal_value=0 0.00964521 -0.00579335 0.0122324 -0.0011529 -0.0130877 0.000515654 0.0103086 -0.00174219 0.0216571 0.0289093 -0.0173372 -0.0270166 -0.0163177
internal_weight=0 2779.95 1216.46 657.782 22506 2760.53 19745.5 3699.54 16046 1563.49 1312.78 2500.11 558.681 250.707
internal_count=223821 23848 10538 6857 199973 21908 178065 28371 149694 13310 11143 19373 3681 2167
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=15
num_cat=0
split_feature=58 195 115 31 106 132 21 92 96 77 190 113 106 185
split_gain=35.4263 48.8876 47.9909 86.4967 90.8746 44.1356 51.0691 42.0498 32.6524 32.4627 28.4251 27.257 26.0658 20.3955
threshold=1.164868411596482 0.34030492515615512 0.1198696881974379 0.040969481287000162 0.14932570977802054 0.018606716780483527 0.0222829735956603 0.0008213493069051857 -0.066912000626819498 -0.23505505583346312 -0.071428571428571883 -0.37944760186656962 0.20418379191105093 0.021009528886643657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 12 -7 -5 13 -3 -10 -11 -4 -2
right_child=1 9 5 7 -6 6 -8 -9 10 11 -12 -13 -14 -15
leaf_value=-0.010860852875413048 -0.093749363064484809 0.029882648276190405 -0.059346364165076437 -0.013554140870116822 0.022946263756589539 -0.027214440477224308 0.0059320825611791604 -0.045340224928633904 0.065003705856676433 -0.13718597881071937 -0.0030017519844734962 -0.042243520315879954 0.077179443044001816 -0.48354448617061979
leaf_weight=1931.299345962243 4.1209607335331375 58.740878641605377 15.80840355530381 1307.5331786369388 1351.5271806084711 489.32522544194944 9280.4046905778232 610.51663495350294 79.500040102982894 32.637046775780618 270.90422809925803 411.41732795249118 121.19677904760465 1.9908176262397317
leaf_count=110884 58 330 115 13739 10720 2562 66550 12724 629 274 1575 3272 363 26
internal_value=0 -0.0198951 0.000978622 -0.00680011 0.00305741 0.00506233 0.00427191 -0.0236717 0.00843054 -0.0399799 0.0124274 -0.0492216 0.0614264 -0.220719
internal_weight=0 859.311 15107.6 5200.88 3282.83 9906.74 9769.73 1918.05 356.516 502.795 350.404 444.054 137.005 6.11178
internal_count=223821 6164 217657 148067 121604 69590 69112 26463 2288 3876 2204 3546 478 84
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=15
num_cat=0
split_feature=73 157 108 35 191 9 65 12 110 179 122 5 157 139
split_gain=35.8506 76.9559 81.5523 76.1075 71.9277 66.8213 63.8845 52.2982 47.9955 42.107 33.7763 78.4468 29.5172 25.3017
threshold=-0.0014745718225000323 -0.10100690722637086 1.7669963017232029 -0.0095712931641810401 0.034482758620689717 -0.071981539483533558 0.21312165037346534 1.8363558195679062 0.18171896872051968 -0.029714769738953928 -0.31253641678131633 -0.027260087711111231 0.11161280896467234 0.074332711709072005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -4 7 -1 9 -3 11 -6 -12 -8
right_child=1 8 5 -5 10 -7 13 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.016312129691389718 -0.013110220684013452 0.010613813786700768 0.041744903087702775 0.010963507820253394 0.031913311778756913 -0.0013368919364753853 -0.045869461372737438 0.0047665747435318186 -0.042616825666673804 -0.03147132323433191 0.022521376562762221 -0.13598767463629707 -0.032190541504746567 0.088510944843337006
leaf_weight=2004.0551774735795 3927.1248845855007 518.12624843840604 764.14769259712193 1973.001400084584 70.131300024455413 680.74781509203603 16.220872430028976 2852.3766427590454 739.19262451730901 439.30919743417326 2514.863290519017 46.131509016733617 102.63195150323008 102.85910109244287
leaf_count=13033 24033 9488 3523 12487 1015 7705 839 65449 15720 39080 18981 196 11203 1069
internal_value=0 -0.00427949 0.000154489 -0.00505997 0.00500242 0.0214474 -0.00215741 -0.00393176 -0.023475 -0.00869651 0.0180335 -0.0347075 0.0203761 0.0702059
internal_weight=0 9041.65 7345.02 5900.13 7709.27 1444.9 4975.51 4856.43 1696.63 957.435 2733.76 116.263 2617.5 119.08
internal_count=223821 112036 47748 36520 111785 11228 80390 78482 64288 48568 31395 1211 30184 1908
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=96 16 131 136 110 154 180 180 195 44 127 136 19 14
split_gain=46.6417 78.5211 57.1473 94.9261 68.9769 57.7967 78.2797 66.221 41.6606 40.133 35.4207 31.9348 36.6934 23.6854
threshold=0.83884466726589313 -0.35661570840925455 -0.019070145931955971 0.024696148103810881 0.48046392924996978 0.046233937945320595 31.168005354752346 27.537483266398933 0.29805420851823072 -0.02709662962517962 -0.31460280702027416 0.75566867975920371 0.17189492127145398 -0.081909696984315966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 -5 6 -4 -7 9 -3 -10 12 -2 -13
right_child=1 8 5 4 -6 7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.053544694147044838 -0.036552247815167409 0.01475169361313995 -0.042543403006104596 -0.0060860880383261009 0.059468792796191411 0.086487643943842896 0.014196159451523041 -0.0076098065755635371 0.054686127053759075 -0.071085563083221628 -0.014281841186656465 0.060871519152017189 0.089461659354874892 -0.095864289888001913
leaf_weight=411.75906506367028 99.65160474460572 70.856439504306763 253.13889304114855 2740.9883103428292 170.49045354593545 76.840737080317922 6162.898079263774 2801.4661510348669 76.764725223183632 235.51571099366993 2487.6596364001743 229.24792841356248 30.083130730316043 10.064769379794596
leaf_count=57463 387 322 4949 43576 608 566 53384 50146 540 979 8443 2279 149 30
internal_value=0 -0.0107994 0.00265159 -0.00860322 -0.00224732 0.00667581 0.0119576 -0.00509773 -0.0163811 -0.0512335 -0.0122173 0.0326208 -0.00733191 0.0542797
internal_weight=0 3239.84 12617.6 3323.24 2911.48 9294.34 6416.04 2878.31 2870.8 306.372 2564.42 369.047 129.735 239.313
internal_count=223821 13129 210692 101647 44184 109045 58333 50712 10284 1301 8983 2845 536 2309
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=14
num_cat=0
split_feature=28 122 2 67 92 124 195 175 96 99 50 96 161
split_gain=35.5195 35.2649 36.6555 55.4815 41.2118 29.5573 30.6053 4.29439 0.326563 0.134212 0.0263349 0.0111423 0.00879045
threshold=-0.20229720780656391 -0.41580495332593809 -0.51962897506608596 -0.099257271805082051 0.18975534474205427 0.90102653963312418 0.38468670718467174 0.3389074348314457 0.062089258364600081 0.11413146552757496 0.56310903331627282 0.049052205764227079 -0.14425536552120258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 11 10 -10 12 -1
right_child=1 2 4 -5 -6 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.084040744038468326 -0.058534449719386497 0.10911901231009076 0.0027415394628446188 -0.0095176052299235491 -0.0071132389986713219 0.020424975069265272 0.079609242721809484 -0.095389436684412285 -0.092696674470970672 -0.13144834583255785 -0.11215560983517621 -0.095021363325789893 -0.081009933649356256
leaf_weight=26.568872562260363 18.3752563490998 76.461179398233071 13181.237369803755 81.369169468991458 6258.3360474074143 4.0744927674531963 126.05277478322387 14.945879405364392 2.5526149843353774 1.8226282680407164 0.95596015453338612 0.7788752464693961 14.956703254923925
leaf_count=909 186 129 180242 700 38410 11 590 65 68 16 4 16 2475
internal_value=0 0.000344403 -4.13947e-05 0.0479561 -0.000431088 0.0466014 0.0620335 -0.07058 -0.0861106 -0.109434 -0.0979985 -0.0831714 -0.0829491
internal_weight=0 19760.9 19597.4 157.83 19439.6 163.448 144.428 19.0204 47.6357 5.3312 3.50858 42.3045 41.5256
internal_count=223821 220333 219481 829 218652 852 776 76 3488 88 72 3400 3384
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=15
num_cat=0
split_feature=154 170 142 29 121 0 13 67 196 13 140 192 173 177
split_gain=25.5446 26.917 60.8937 57.3279 52.38 59.837 40.6877 33.3918 6.00541 8.15719 13.4198 2.85936 23.0249 1.4547
threshold=-0.42680575514461422 -0.064502624933336708 -0.011617775291771567 -0.081263212068278565 -0.16729718398081031 1.0972984425076417 -0.25344168176173709 -0.025951053558192192 0.01223581508306374 -0.11780664031487681 0.061783870568462455 18.926605415765732 0.52582234806407191 -0.18575862329239454
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 11 -10 -11 13 -13 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.1104720857724568 0.033190367344269486 -0.034319611351286167 -0.046913991515315494 -0.0054241418179183497 -0.016452175542549248 0.036328937550724888 0.001932446564479742 -0.0090945320463662657 -0.086484474766468478 -0.014462198908643321 0.24617912317767987 -0.08401244362654002 0.57595542615058626 -0.080653190777525988
leaf_weight=0.40149917593225737 436.41440129384864 142.10361878661206 503.32022933941334 3230.3255579406687 1288.3596128732897 766.7278066862491 18341.087968409061 435.42346700758208 15.378934575244783 36.508054532809183 2.088428840506821 3.9962875433266154 0.60921815177425731 48.972892502555624
leaf_count=7 8115 2411 7171 46004 15201 10096 128058 4061 272 611 20 98 41 1655
internal_value=0 0.000263071 -0.00664636 -0.000828253 0.00181244 0.0252824 0.00072579 -0.029372 -0.0484851 -0.0248983 -0.000359078 -0.0720698 0.00328837 -0.079099
internal_weight=0 25143.8 4605.48 3666.74 20538.3 908.831 19629.4 938.744 107.955 53.9754 38.5965 53.9799 4.60551 49.3744
internal_count=223821 221117 65351 54119 155766 12507 143259 11232 2704 903 631 1801 139 1662
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=15
num_cat=0
split_feature=141 20 145 192 108 124 169 134 88 2 52 166 111 7
split_gain=36.8869 36.3072 36.353 35.2278 31.469 36.7555 30.7754 9.48456 8.7344 24.7067 7.0322 6.23248 5.69057 0.205659
threshold=2.041008326037471 0.58918765453667443 -0.30231291753226025 16.730967771356173 1.3119418778215708 -0.088581197867739034 0.38245960308462978 -0.19224211222493595 0.00025081786927253917 0.23080690286979819 0.12718507776155605 -0.2616488824423378 0.14611262379622617 0.877921030321268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 -4 6 -6 -3 10 9 -9 13 -2 -10 -1
right_child=1 4 3 -5 5 -7 -8 8 12 -11 -12 -13 -14 -15
leaf_value=-0.098874919566941027 -0.076641314411084321 -0.052850315914766355 0.00690787588299345 -0.0027764746342613458 0.0066924915843431191 -0.055881405011013185 -0.2075437513035932 0.24458335354331651 0.062334203232892571 -0.057762720761350507 0.11840540695755092 0.010343423287128463 -0.088139405916494273 -0.18911363678988674
leaf_weight=1.4667139871198731 69.938019995437571 78.252813986298861 6723.0192675414655 8511.6214115599869 281.21457503701095 140.90868126189162 15.389804617501794 3.2278153220213452 2.6016310304403296 16.615169940399937 4.8447212554165162 9.3367660936637531 73.978818871275507 0.30509376525878895
leaf_count=309 19566 1910 70496 104967 2261 9320 136 741 142 419 23 197 13333 1
internal_value=0 0.000266842 0.00114575 0.00149721 -0.0258293 -0.0141953 -0.0782736 -0.0597596 -0.067707 -0.00858074 0.05606 -0.0663965 -0.0830274 -0.114413
internal_weight=0 15829.7 15313.9 15234.6 515.766 422.123 93.6426 103.04 96.4234 19.843 6.61653 79.2748 76.5804 1.77181
internal_count=223821 208853 195226 175463 13627 11581 2046 14968 14635 1160 333 19763 13475 310
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=15
num_cat=0
split_feature=155 55 116 127 13 189 66 124 56 56 106 113 33 152
split_gain=34.9731 67.2535 73.6659 54.1232 44.6273 43.292 39.8119 39.4322 50.4288 38.3453 36.604 30.2826 28.1882 24.7882
threshold=0.034310600565256984 0.074848111468057907 0.089168273260347722 -0.097224004828888627 -0.056412010437745352 28.500000000000004 0.83964799787536337 1.070250697624836 -0.0081928095027304741 0.46754953315141878 -0.091467438571147058 -0.10288733598554158 4.4395468006493468 -0.12335703938311209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 12 8 -8 -4 -9 -6 -2 -14
right_child=6 2 9 -5 11 -7 7 10 -10 -11 -12 -13 13 -15
leaf_value=-0.050226572623141133 -0.037116651105167681 -0.013340576558747997 -0.021981332217599837 0.027092013053824027 0.0065913910773221151 -0.0049445808734840972 -0.00027112289147917552 -0.016745399381460802 0.028066655770615036 0.0051136759648237971 -0.13660192192398021 -0.040198140011415792 0.051388592858573237 0.017239421197609236
leaf_weight=222.3034671312198 75.125409836880863 414.08113131194841 985.50778886851549 1651.4756300396111 169.92838580651733 4201.9436620431952 5205.5109848878055 78.437899694079533 714.1339379978017 1111.3044037755317 37.740176850929856 743.71950061424286 288.15817810880253 810.23357930924976
leaf_count=1350 706 3192 32664 12016 9564 27791 76468 873 10026 25785 43 12435 3576 7332
internal_value=0 -0.00394522 0.00558283 0.0189865 -0.011375 -0.00721985 0.00529185 0.00201516 0.00314749 -0.00762106 -0.0556805 -0.0314958 0.0221451 0.0261983
internal_weight=0 9500.26 4162.37 2065.56 5337.9 4424.25 7209.34 6035.82 5919.64 2096.81 116.178 913.648 1173.52 1098.39
internal_count=223821 124797 73657 15208 51140 29141 99024 87410 86494 58449 916 21999 11614 10908
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=15
num_cat=0
split_feature=81 0 74 109 131 174 145 129 192 81 172 158 64 16
split_gain=48.0037 96.7729 69.9492 125.358 76.5455 60.6761 69.8354 54.1422 45.4562 37.8306 36.7814 36.7144 49.586 32.2445
threshold=1.1711062031919022 0.5898745892553855 0.60296441439878234 0.21508575990115911 -0.035285276808471509 -0.17321744537463024 -0.25732459036973726 1.0216183736298989 15.503546348855588 0.12715463895608983 0.21142433023584226 -0.18476735080952342 0.26839000589466377 -0.40875875765844621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 9 -7 8 -4 -3 -5 12 -1 -9
right_child=2 5 7 10 -6 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.057396199056208567 -0.051592277913024898 0.038058065452712952 -0.072955169344533638 0.11425206913276049 0.063100331263037809 0.026237388053467866 -0.00080613480530369928 0.086859454461774233 0.015733001697040189 -0.039762962191464912 -0.079517507338400475 0.062202032959656907 0.035171591713871568 -0.054336862840828143
leaf_weight=73.103326330950949 98.865951275452971 70.597637391561875 61.856788640958257 10.038845747709273 141.43540158285759 1040.2624438930943 11633.943562637171 17.47671414911747 879.2795860839542 542.38357387023279 405.28849136899225 334.04888181865681 277.66882786998758 216.92273097671568
leaf_count=758 899 6944 383 29 454 24400 172525 31 3753 7087 1880 2232 1993 453
internal_value=0 0.00181678 -0.0154026 -0.0415733 0.0159129 -7.26057e-05 0.00141352 -0.000806397 0.00990392 -0.0308002 -0.0748339 0.0384753 0.0158798 -0.0438093
internal_weight=0 13972 1831.16 655.629 240.301 13287.2 12674.2 1175.54 941.136 612.981 415.327 684.821 350.772 234.399
internal_count=223821 215939 7882 3262 1353 210956 196925 4620 4136 14031 1909 4983 2751 484
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=15
num_cat=0
split_feature=129 166 189 139 142 131 34 76 142 142 92 106 13 158
split_gain=35.7121 101.61 69.115 67.1271 64.2293 62.6372 51.5812 100.98 92.9131 87.4571 102.218 71.8165 70.8382 37.9245
threshold=1.0151277114790422 -0.22590941135912665 34.500000000000007 0.085170769163813803 -0.083661929061591395 -0.50044637218561927 -0.057785912886542702 0.16066120141103893 -0.017056264408704985 -0.012480192617716686 0.55885068880757449 -0.16329252075502446 -0.38016167919012306 -0.29436057732714976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 -5 -4 9 12 -9 11 -11 -2 -8 -1
right_child=6 2 5 4 -6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.097463110388996577 0.0085119973834860713 -0.064199303109752304 0.089592685625895313 -0.097962121453323558 0.012147336703680008 -0.022877261610917611 0.052798428694855896 -0.04678248384022822 -0.0078995688541280938 0.045066568381810779 -0.0080079394535350814 -0.02426012719429875 0.0023405425008749428 0.11624443427460461
leaf_weight=9.2523252787068468 2946.6279244894977 450.3042393172218 56.404020421468886 58.168844250263646 593.49281869549304 405.57735079951817 287.94300071313046 753.75909597688587 3327.6282576310914 1157.4789183380781 528.58989713818301 864.95919475838309 8251.2437852873263 81.004935912555084
leaf_count=106 13810 18451 3534 795 3741 17367 1678 4706 21052 3683 4020 12709 117696 473
internal_value=0 -0.0139697 -0.0363201 0.0135131 0.00231871 -0.00914563 0.0013795 -0.00214208 -0.0150805 0.00946373 0.0284275 0.00107506 0.00404199 0.0943371
internal_weight=0 1654.2 912.286 741.919 651.662 461.981 18118.2 12620.6 4081.39 5497.66 1686.07 3811.59 8539.19 90.2573
internal_count=223821 44467 39352 5115 4536 20901 179354 145132 25758 34222 7703 26519 119374 579
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=15
num_cat=0
split_feature=160 164 156 24 77 139 33 94 157 79 120 90 49 103
split_gain=26.0438 42.1391 42.0011 32.5588 27.6881 66.9562 60.4609 26.0838 17.2993 36.5223 13.6719 11.2774 8.00345 7.90353
threshold=-0.34006867374182631 -0.29337072261911518 1.1174367492167088 0.11373004571691986 0.1024362524676771 0.049016479281002688 65.530988988729291 0.016857764640982816 -0.30939413277808919 0.020258299289540097 0.20002883801816193 2.7496059693636097 -0.22891286473869651 0.021349785228749401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 -4 6 -6 -3 8 9 -1 -10 13 -2 -9
right_child=1 4 3 -5 5 -7 -8 11 10 -11 -12 -13 -14 -15
leaf_value=0.20069786068895257 0.38338628840523103 -0.011800951903355623 0.048464620833462715 0.21815478854185111 0.026093659587457154 0.00039333556187592976 0.0014261260611703986 0.0091946786528639898 0.022205401369016053 0.0025775220307057227 -0.032550286581142708 0.28865334934552855 -0.049698731955320118 -0.0739755310189735
leaf_weight=11.324149812455287 0.43059086636640032 4594.1734269905719 214.88498843705747 11.935214166762306 1295.7380596275907 4657.3456836807891 13946.425459504651 12.743416445009641 58.789263386046514 52.174654465983622 203.27020431961864 0.90638474375009437 47.32051226508338 110.50241739163175
leaf_count=1236 34 44857 2894 230 9968 41203 103511 367 2708 5765 6975 7 1593 2473
internal_value=0 0.000490448 0.0394482 0.0573937 5.37358e-05 0.00598722 -0.00185141 -0.023792 -0.0089196 0.0379096 -0.0202666 -0.0627912 -0.0457934 -0.0653759
internal_weight=0 24768.3 274.571 226.82 24493.7 5953.08 18540.6 449.71 325.558 63.4988 262.059 124.152 47.7511 123.246
internal_count=223821 204290 4751 3124 199539 51171 148368 19531 16684 7001 9683 2847 1627 2840
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=15
num_cat=0
split_feature=191 115 86 52 70 175 191 139 107 113 165 47 183 119
split_gain=35.2461 34.2652 33.7037 67.1255 51.3387 16.8478 20.2569 9.43496 28.3849 12.3333 16.4507 7.80678 4.96403 0.000475468
threshold=2.7385566629752791 -0.078305416601697778 0.19370304105069816 0.0065072128132587252 -0.021216663305592753 0.90038736805839237 1.3223072717331881 0.97723008193736005 0.17820248747911563 0.98024158387343407 0.21015257644257365 -0.1688085089792713 1.2392985862865384 -0.0081554312435283185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 11 -7 9 13 12 -11 -1 -2 -9
right_child=7 2 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.14051813477721661 -0.030873037123777477 0.0044753215218112964 -0.032517905223542712 0.024199633596480755 -0.007738561942117742 -0.018764607422054134 0.55178336889076174 -0.083930509261835984 0.3585592479986161 0.24765714896886568 -0.082306422222327355 -0.082368809195170367 -0.081709719519854465 -0.080847025558812624
leaf_weight=1.6038073865911417 25.294378500781022 8134.7310603621736 249.35964998455893 1278.6671439295533 5964.8743789845976 90.149412617600319 0.62660972721641783 0.57194033334963013 2.1657717013731599 2.9274317348026662 3.1226904123323038 77.907404707104433 79.824867284565698 3.9800648214004459
leaf_count=1005 266 64717 21298 9757 57980 13815 29 13 13 42 98 53184 1329 275
internal_value=0 0.000350867 0.000837018 0.0149439 -0.000691793 -0.0442643 -0.0148262 -0.054532 0.0605524 -0.0614864 0.0773508 -0.077873 -0.0694771 -0.0812345
internal_weight=0 15797.9 15627.6 1528.03 14099.6 170.287 90.776 117.887 6.71778 111.169 6.05012 79.5112 105.119 4.55201
internal_count=223821 221785 153752 31055 122697 68033 13844 2036 301 1735 140 54189 1595 288
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=15
num_cat=0
split_feature=44 4 6 159 124 178 118 169 180 35 44 163 122 94
split_gain=35.5448 89.4859 95.7501 70.0398 77.0952 60.4465 60.1901 51.9551 42.2239 50.3968 92.7467 47.9659 59.625 54.7198
threshold=-0.040576807242092457 -0.011804870364652728 0.47572178336068566 0.13498816971918678 -0.33736143571731264 0.012436711884670998 -0.14342796122238019 -0.14887437576097209 39.935073627844723 -0.077997677895607603 -0.12258609247532105 -0.19840436350386495 -0.16307462987604396 0.012880471231574446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -5 -2 -4 9 10 -1 12 -10 -13
right_child=1 3 7 5 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0048143933478493354 -0.088454692638454901 -0.081753771890964333 0.12037272379395825 0.011818147186383542 0.021648719276021241 -0.017467291137084947 -0.027427212071553204 0.0083539943270029178 0.0095852074733129445 0.0049824132066143599 -0.039178588405295367 0.022342884271405038 0.047412927243430637 -0.019013044323827472
leaf_weight=1122.1640690300846 184.17554668599041 75.271589795986074 49.236528781737434 1068.8369844369736 1713.9925630616926 2069.3621730001141 1319.1710369158245 260.29096853022929 1049.8921251335414 4941.8648182526813 836.39711250487017 571.75442643594579 690.88715497567318 726.43786299950443
leaf_count=9471 1314 1646 704 15819 13629 87236 14590 8175 7781 43136 5467 5995 4031 4827
internal_value=0 -0.00547949 -0.0244756 0.0015094 0.0172987 -0.00749298 -0.0349037 0.0261728 0.00392774 -0.000397643 -0.0139727 0.0137491 0.0245984 -0.00079892
internal_weight=0 6740.34 1812.87 4927.46 1789.26 3138.2 1503.35 309.527 9939.4 6900.43 1958.56 3038.97 1740.78 1298.19
internal_count=223821 143113 24783 118330 15275 103055 15904 8879 80708 58074 14938 22634 11812 10822
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=15
num_cat=0
split_feature=81 74 110 128 12 67 183 145 40 74 144 34 192 110
split_gain=41.8119 58.9166 91.1974 70.2476 45.9887 84.1136 67.8567 60.4611 54.3352 53.5795 53.5325 40.9466 33.3482 26.2906
threshold=1.1711062031919022 0.62085118202249368 0.18606798984503783 -0.03614377434615073 1.3895774741248155 -0.074301973885919817 1.8731552225160808 -0.25732459036973726 14.286800474144373 0.56925023630433491 0.1645941431411905 -0.058847024471457988 15.503546348855588 0.14597133047196845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 8 10 -7 -6 -8 -1 -4 -3 -14
right_child=1 12 11 -5 5 7 9 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0020161301010120543 -0.053748548339489943 -0.071154581728088862 -0.092871551654090972 0.049931762612391017 -0.023335630584268408 0.030725417058346062 -0.050755494280228568 -0.00098633209361781047 -0.11455384154839668 0.011805122882525656 0.030005309475892868 -0.028802259684530027 -0.052267791077045114 0.0079805528889824191
leaf_weight=1188.8599359821237 110.60879712831229 63.204795671743341 248.30235733720474 159.70420998497866 872.03774941041775 644.22598653985187 281.93216148845386 9006.858364906846 70.586430913681397 266.11575693450868 1607.0514066149481 166.73372680004104 78.117998723872006 994.46540112124057
leaf_count=9649 887 369 1041 477 31241 13021 989 147374 1126 996 11543 994 304 3810
internal_value=0 -0.0145389 -0.0376936 0.00750704 0.00157299 -0.0016543 0.0117971 0.00113048 -0.0301663 -0.0203779 0.0181039 -0.0671328 -0.000566992 0.00359257
internal_weight=0 1821.14 685.349 270.313 13937.7 10593.7 3343.96 9651.08 942.624 548.048 2795.91 415.036 1135.79 1072.58
internal_count=223821 7882 3399 1364 215939 192762 23177 160395 32367 1985 21192 2035 4483 4114
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=15
num_cat=0
split_feature=110 70 109 89 156 108 77 6 141 92 99 11 194 152
split_gain=35.5743 64.3412 108.312 78.2182 69.9126 127.047 63.8484 64.9314 100.199 53.5762 51.0798 80.4141 49.0779 48.4888
threshold=0.030099546218958089 -0.0072304523053451667 0.23509808474919897 0.019350279318538315 18.259341950456406 1.3063520361979031 0.038190713028838023 0.65099838206022176 11128.195978032096 -0.056228170189618766 0.021633245743417118 -0.16265989724565832 0.75974609324950904 1.278392923887016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 13 -6 7 8 -1 -4 11 -8 -9 -3
right_child=1 4 9 -5 5 -7 10 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0028432569097954557 0.076657800698693643 0.00060095627326251064 0.088431230359164781 -0.052034734341794522 1.9078651687704686 0.2049482135547924 0.19761591136399656 -0.054297243835347758 0.58131573144500015 -0.066011841739465268 -0.039499674253857378 -0.032658412899344055 0.064020319008137802 0.11518474535533239
leaf_weight=2780.3778465982032 375.9596864823252 15091.967022614321 27.449733370973263 54.01336393452948 0.50251613557338659 3.4178915766533464 24.098952436819673 323.88044367099064 2.9975510755321002 123.59781791848945 792.26545517035993 40.906554103421513 39.313509869738482 37.021933000301942
leaf_count=71889 6248 89038 233 1851 9 84 337 34535 54 3433 13935 1202 614 359
internal_value=0 0.00224459 0.0349009 0.0604914 0.000990768 0.423227 -0.00831425 -0.00172286 0.00346624 -0.037945 -0.0325076 0.0527093 -0.0414901 0.000881353
internal_weight=0 15713.9 581.021 429.973 15132.9 3.92041 4003.84 3146.57 2783.38 151.048 857.271 65.0055 363.194 15129
internal_count=223821 101255 11765 8099 89490 93 122566 107092 71943 3666 15474 1539 35149 89397
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=15
num_cat=0
split_feature=71 49 91 25 1 121 115 129 128 16 124 29 194 43
split_gain=25.8786 48.6086 49.5605 61.8136 40.1692 60.7337 51.636 44.6093 60.7142 59.6474 36.3008 28.5875 18.9583 11.565
threshold=-0.069109330054116694 -0.14779053234278053 0.0091375997237178631 0.095944603343234763 0.49901496313361648 -0.070917553230902888 -0.30054697032151506 1.0163201065305711 -0.3618107605583345 0.76334747115077506 -0.25072969272576145 -0.1654978724825735 0.099725768102021259 6.6310928346917626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 7 13 -7 8 -2 -9 -4 -1 -13 -6
right_child=4 2 10 -5 5 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.2112513187622708 -0.01519399054172256 0.020467851179203772 -0.02195951867854495 0.12756864260971126 0.079133894341372663 -0.44525709872983638 -0.015602360586162312 -0.0025243000848019469 0.0098925733428689017 -0.057546014462798417 0.011863720224963358 -0.034681585251559038 -0.38963515913049507 0.21066305589617773
leaf_weight=11.266243500984272 1128.670556664496 1320.8090070318431 548.07799334940501 56.1810080667492 33.644838594831526 2.8007303753402075 2177.1670614625327 12222.246412833425 6642.0159998129238 200.25417817817652 753.62702474719845 80.238432456273586 1.5334799736738194 8.3426019041798991
leaf_count=83 13533 10493 5119 373 705 46 16972 108707 58547 1412 6345 1412 23 51
internal_value=0 0.00914448 0.0116125 0.0248375 -0.00109814 -0.0138599 -0.0161544 0.000306102 0.00624882 -0.00341127 -0.00237743 -0.0619133 -0.0413381 0.105268
internal_weight=0 2771.73 2678.7 1376.99 22415.1 2221.96 2179.97 20193.2 7770.69 12422.5 1301.71 93.0382 81.7719 41.9874
internal_count=223821 23848 22330 10866 199973 17774 17018 182199 72080 110119 11464 1518 1435 756
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=15
num_cat=0
split_feature=148 105 96 114 171 88 154 26 46 17 29 17 38 140
split_gain=32.5815 35.3897 47.8959 34.9336 48.0971 49.6044 43.2843 42.9846 34.2605 30.0344 28.4248 25.9436 21.9299 13.3702
threshold=-0.43740786967949463 31.349914524449602 -0.059542240333069631 19.697475130814407 2.0984625242386379 6.7391251147440565 -0.045328495465563903 -0.059758885971804718 0.13910967902190238 0.10868593380826568 0.165969324872421 -0.18322747012694401 6.516359295771065 0.17468105209864221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 -2 8 -6 -5 13 -4 -8 -11 -1
right_child=3 2 10 6 7 -7 11 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.018728138030816559 0.0021953778249840165 -0.54457489932669401 -0.079620761836189005 0.043345992697009457 -0.051864275606366243 -0.16324788908783694 0.01827163720346401 -0.0091634556808457106 0.010146101090952439 0.012537096461304196 0.027543973921092868 -0.084583791537128347 -0.080538606044520775 -0.061202377879796245
leaf_weight=499.198689312856 10606.924641393609 2.0297143880743524 109.16816344762628 383.95573564822553 276.03299443305878 18.153666173981037 37.733485702134203 1615.1581228504292 1631.9909962103702 501.71823150877026 32.007976732973475 70.046690061688423 26.659311816561967 87.032328245581084
leaf_count=4806 172785 21 726 1825 2207 514 811 15494 15123 4442 242 994 236 3595
internal_value=0 -0.0154621 -0.0622583 0.00130956 -0.000702607 0.00191271 0.0131683 -0.0153959 0.0164693 -0.00944965 -0.055324 -0.0485744 0.00784096 -0.0250339
internal_weight=0 1257.81 143.206 14640 12516.3 10625.1 2123.73 1891.19 2015.95 1114.61 141.176 107.78 528.378 586.231
internal_count=223821 14068 989 209753 191000 173299 18753 17701 16948 13079 968 1805 4678 8401
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=15
num_cat=0
split_feature=13 189 196 174 125 126 151 48 180 131 120 10 76 170
split_gain=34.3992 48.1396 90.1423 102.541 46.7529 55.6501 45.2813 44.96 41.8533 65.6784 44.1798 33.497 32.5219 31.0209
threshold=-0.34063634576228702 36.500000000000007 0.047540075979979744 -0.10399567040508219 0.59176218565060579 0.94270803863695474 -0.076596251239993973 8.4145990003363256 39.881526104417681 0.21253910504173196 0.12877354042630787 -0.02623882265770169 -0.022100493521962954 0.32929768065961734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 13 10 -10 -2 -9 -4 -8
right_child=6 2 12 -5 -6 -7 7 11 9 -11 -12 -13 -14 -15
leaf_value=0.027148099540837113 0.02991262138343331 0.014036747501766922 -0.085323950448174701 -0.092635796420387911 -0.018590546169657031 0.10862294864575173 -0.0012950816713668794 -0.011265091194889845 0.026352489275202354 -0.0044206268129368363 -0.0048882522444538305 -0.037835810426771983 0.023013773292415229 0.046079335343206317
leaf_weight=848.66736302757636 396.73267046891851 165.84185026050545 28.994668327504769 197.34622899210081 195.08344768313691 93.02285627881065 3049.7496931544301 2951.2196282992372 1618.8515634210489 1213.4013102946628 4530.7893126041745 565.350241328415 624.77704060298856 144.78016035770997
leaf_count=7382 3398 1680 152 1292 1606 543 52869 24104 18258 7698 47856 49873 5124 1986
internal_value=0 0.0118253 -0.00398138 -0.0439261 0.025966 0.0351964 -0.00172057 -0.00773562 0.0034816 0.0131686 -0.00208631 -0.0155368 0.018209 0.000851987
internal_weight=0 2153.73 1016.96 363.188 1136.77 941.69 14470.9 6711.1 7759.77 2832.25 4927.52 3516.57 653.772 3194.53
internal_count=223821 17779 8248 2972 9531 7925 206042 128832 77210 25956 51254 73977 5276 54855
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=15
num_cat=0
split_feature=25 87 19 186 19 23 170 25 126 127 119 11 71 51
split_gain=42.7591 52.8221 50.6413 67.4681 48.1589 77.0043 74.6912 56.8026 54.2816 54.2037 45.759 44.1869 32.9944 32.5928
threshold=0.041549907443524832 0.0058857346770086012 0.28121612090005149 21.250000000000004 -0.22142081047275755 0.016927303938701583 -0.020404081739595587 0.10412721040471924 0.94817693836414219 0.45498662619706909 -0.18474836154795438 -0.32601349918853734 2.0012320884187234 626.95639518062865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 11 -4 7 9 -7 12 -9 -6 -1 -3 -2 -12
right_child=4 2 3 -5 5 6 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.76116354071024794 -0.011141250531780632 0.091218495344789874 -0.056591406576765146 0.12373285261617051 -0.043546368114847953 0.012294974192848585 -0.006786386207380847 0.027233280624549772 -0.0077358912544792744 0.013625748892135673 -0.054486195365035295 0.010545393587795604 -0.11515888602912201 0.30505665792763992
leaf_weight=0.70491312476224166 595.75446225622727 75.124929704805254 26.149407403936493 100.46137990153511 769.16445844395639 2746.2195420836506 8108.0348415262415 1610.5532009079616 612.79306515748613 211.40755171590718 118.93977728030586 705.44737853218976 32.139929242432117 2.5758776116126674
leaf_count=66 12591 3022 3639 5330 73100 24792 49183 14168 1664 4150 5550 26394 43 129
internal_value=0 0.0195106 0.0278252 0.0864898 -0.00157236 -0.00438311 -0.00195864 0.0100944 0.0175952 -0.0312203 -0.0422043 0.0183096 -0.0164656 -0.0468646
internal_weight=0 1029.4 907.183 126.611 14686.1 11834.8 10854.3 2851.24 2223.35 980.572 122.221 780.572 627.894 121.516
internal_count=223821 44130 38385 8969 179691 151225 73975 28466 15832 77250 5745 29416 12634 5679
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=15
num_cat=0
split_feature=95 95 130 110 109 157 90 86 86 86 144 100 19 98
split_gain=34.7979 83.4026 75.3151 77.5124 61.6785 54.3353 57.4837 82.0416 46.211 40.4601 36.5432 32.2383 29.9288 28.1295
threshold=-0.034670238587282007 -0.028039777354277554 0.041021928179355661 0.22546584275028395 -0.21001635520075249 -0.22184682412453596 -0.087846847715733881 0.086495369286482646 -0.058637235510532362 -0.02794427247454127 0.03525604764294827 -0.031130053534687653 0.11397806774667311 -0.027146308108777741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 10 9 7 -7 -6 -1 -3 -8 -11 -4
right_child=1 4 13 -5 8 6 11 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.089320488939425832 0.080817010427974414 0.082686838397258738 -0.070091737489023573 -0.13471022694446474 0.046052325968741897 0.0076137329893174333 -0.024598603847833755 0.51343898152099632 0.00018469671990571263 0.019835931122167329 -0.047870426606631565 -0.084571464190548382 0.13399728534050276 0.029608903203188541
leaf_weight=30.024758426239714 303.73075170541415 22.811954692588188 63.253613422333729 17.656582867493853 222.3709727950918 105.95758204115555 153.34601125451445 3.3065794331487259 17954.874272263522 168.84225383342709 356.20732244598912 215.72383016522508 26.579227355308831 51.208522891160101
leaf_count=546 4440 117 1944 109 8544 3712 9766 63 154525 2163 33158 3791 321 622
internal_value=0 0.000928918 0.0441684 0.0689762 -8.66899e-05 -0.0217154 -0.040791 0.0229211 0.000745817 0.0187577 -0.0400126 -0.0596531 0.035363 -0.0254873
internal_weight=0 18992.1 435.849 321.387 18556.3 703.78 478.334 109.264 18177.2 225.446 379.019 369.07 195.421 114.462
internal_count=223821 203459 7115 4549 196344 20362 17332 3775 163069 3030 33275 13557 2484 2566
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=15
num_cat=0
split_feature=38 67 2 49 100 87 177 178 71 71 135 124 192 160
split_gain=24.5468 64.0637 65.4363 54.4177 46.6632 42.469 36.3169 36.0699 35.5899 46.6433 38.6717 33.1681 29.7496 18.9813
threshold=-0.080616593527934891 -0.13568487630706458 -0.12978081486746487 -0.11290861499858411 -0.11862806116883526 0.0054253983802544292 -0.078341032733217214 -0.040322091499877928 -0.069109330054116694 -0.14335983671985325 -0.022171387900048519 0.40814528334387373 12.804255176619192 -0.19488802069808411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -2 -3 12 -6 9 -5 -10 -4 -1 -8
right_child=3 2 11 8 7 -7 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.12262809178717714 -0.081006085431820585 0.38152259430224017 0.017820154400288335 -0.014615006919403824 -0.038491496522079754 0.063372144505820613 -0.054178313106832278 -0.0017290940656874817 -0.0075654537967793341 0.01832085298844794 0.0019319558193972815 -0.06624219929222315 -0.028429513196982687 0.1252004902658129
leaf_weight=13.478900640853679 116.71296883607283 4.2547143907286218 335.17178677162156 543.54806811315939 412.30067905061878 302.62836522428552 7.6275337887927881 756.76858891209122 6192.1921235226328 2057.991499787895 13936.566655829287 54.580695109907538 398.18421381022199 26.032128001563251
leaf_count=267 909 103 5084 4230 6250 4633 134 7706 55120 16739 116002 352 6014 278
internal_value=0 0.0143065 0.0332437 -0.000699313 -0.0207135 0.0677831 -0.0153177 -0.0146942 0.000432827 0.0114395 -0.000989724 0.00604811 -0.0234835 0.0845519
internal_weight=0 1141.96 696.636 24016.1 1285.78 306.883 445.323 1169.07 22730.3 2601.54 20128.8 389.752 411.663 33.6597
internal_count=223821 16865 10172 206956 14865 4736 6693 13956 192091 20969 171122 5436 6281 412
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=15
num_cat=0
split_feature=19 112 65 141 150 133 176 33 129 4 72 194 88 18
split_gain=32.5719 44.5899 47.5542 34.6843 34.8271 41.8022 36.9735 34.365 29.6762 51.9401 18.5673 9.16477 6.84703 17.8596
threshold=0.518575306922335 -0.092304292822097692 0.017199646382572462 2.041008326037471 0.87812590624657683 0.039760365256378515 -0.0034469524561093184 69.938511374169437 1.0246407341990713 -0.041294604839668556 0.23101901689744944 -0.047839570816864942 0.00025081786927253917 0.33291471290354296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 12 5 -5 -6 -2 11 -10 -4 -3 13 -1
right_child=1 8 10 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.33664668729394376 0.04890867422264196 0.0091893088011075243 0.08986580979274901 -0.016169316174130449 -0.020594818683401524 0.000926879956485956 0.011751362260429481 -0.0349572878152015 1.1022383746591127 0.055318922688499972 0.0056448435233008454 -0.082976192332461368 -0.074353548431986355 -0.034227835739148761
leaf_weight=1.3988568282147777 57.141711954463972 11.650150608489637 59.182096204953268 1697.254882598847 388.16893523910949 9090.0198177721559 3943.2533400727843 337.07738608852378 0.5062930415442678 7.4040879732347085 46.936447573651094 145.97738931299682 72.706121726274432 18.085959537307644
leaf_count=76 1079 445 215 20218 20084 119738 31157 2802 98 135 215 14283 12321 955
internal_value=0 -0.0216904 -0.00680578 0.000905414 0.0012783 -0.00176301 0.0088526 -0.022801 -0.0666793 0.122326 0.0526147 -0.0761643 -0.0602454 -0.00760196
internal_weight=0 665.876 500.338 15210.9 15118.7 10787.3 4331.42 394.219 165.538 7.91038 106.119 157.628 92.1909 19.4848
internal_count=223821 19272 4311 204549 191197 139956 51241 3881 14961 233 430 14728 13352 1031
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=15
num_cat=0
split_feature=73 58 190 158 64 169 122 169 64 14 140 68 128 58
split_gain=34.0061 68.6291 68.2834 65.5428 67.1388 56.1572 54.8206 51.5956 49.0031 34.8227 33.7863 27.0657 26.7547 19.889
threshold=-0.043485798424407467 -0.15630219964555606 0.1247563352826513 0.01487560058541771 -0.0736255275909075 -0.23636799614933027 -0.31253641678131633 -0.058466489130480866 0.08532938479135839 -0.04443091464078272 0.65783282104550422 0.068412689068468965 0.52687440670240648 -0.16001060833358013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 4 -3 12 7 -4 -7 10 -2 -5 -1 -8
right_child=1 3 6 11 -6 8 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.057556889366300448 -0.050471240031734671 -0.06754986454827254 0.041535887654412948 -0.016691032435071081 0.0020815754390318989 -0.0034452142910116296 -0.010726703443624008 -0.14463245518861359 0.036919839111061885 0.027741032244168226 0.027987802162419213 -0.05851466767810768 -0.046998962248855095 0.042045852201867677
leaf_weight=234.69280209671706 537.10425297042821 140.66139550699154 26.932808110257611 450.25304502167273 8897.7711960786255 4664.5670769409626 78.488818619138328 33.284218224696815 321.48268103369628 80.140300311686588 61.132094936212525 235.7439016115859 27.323224739520811 792.56432538083027
leaf_count=3549 2804 1381 340 26847 68019 69045 702 118 4487 2732 665 35181 277 7674
internal_value=0 -0.00340909 0.00595687 -0.00126382 0.00099793 0.00152869 0.0309113 -0.0613664 -0.00084262 -0.0341612 -0.0424537 -0.0310638 0.0466537 0.0372906
internal_weight=0 10402.8 6179.34 9724.43 9038.43 5248.07 931.27 60.217 4986.05 678.377 598.236 685.997 262.016 871.053
internal_count=223821 137629 86192 131428 69400 77358 8834 458 73532 6201 3469 62028 3826 8376
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=15
num_cat=0
split_feature=157 76 72 103 151 86 103 74 169 90 123 171 165 93
split_gain=41.7662 80.5348 84.6548 78.9745 65.054 52.9089 109.627 67.0268 48.8994 50.9596 47.8122 71.7662 44.8151 38.4002
threshold=-0.077865423869065156 -0.013861035673481089 0.46259202332950966 0.11929720238337789 -0.10448624153857942 0.43272191251700903 0.66229905397327649 0.29287796277319472 0.03459317087890023 0.090258724591662551 199.50000000000003 0.17820831868063358 0.14344475837514256 0.63318813437194732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 8 -3 7 -7 -5 13 -10 11 -2 -4 -1
right_child=1 2 12 5 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.053062988094405128 1.3201821605150545 0.058636097146502031 -0.052821535700132517 -0.0088187898816125612 0.017986956286151861 -0.02519499702837516 0.0041591658803877022 0.016604525251231048 0.019805601270448288 -0.038428237164963928 -0.021736968554014215 0.024090096622241444 0.0040285691245590585 0.1707169426006053
leaf_weight=541.77053589641582 0.42793447675648977 559.5696413940459 154.98261062055826 1629.1859569828666 1328.224038261862 2095.7947629834816 3237.7666058658506 2853.0342739883345 307.74720773560693 293.66664659441449 1111.320387689826 254.72707268351223 1316.8834455411852 7.7782463114708653
leaf_count=39794 19 5928 748 14756 35929 7543 12760 9319 5373 1813 65484 17635 6652 68
internal_value=0 0.00769446 0.0160196 -0.00355086 0.030036 -0.000645013 -0.0073754 0.00736372 -0.0283329 -0.00862962 -0.012774 0.0262638 -0.00195756 -0.0498956
internal_weight=0 4726.14 3359.66 10966.7 1887.79 9815.78 5333.56 4482.22 1150.96 601.414 1366.48 255.155 1471.87 549.549
internal_count=223821 132395 49257 91426 41857 44378 20303 24075 47048 7186 83138 17654 7400 39862
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=15
num_cat=0
split_feature=187 131 34 112 128 14 170 83 113 169 49 41 101 33
split_gain=33.8132 45.7412 40.5596 83.8319 82.2696 68.9755 81.7782 74.6805 67.9791 38.9098 39.3538 35.3197 32.2916 54.569
threshold=-0.076241309958380798 0.5377874268496724 -0.057785912886542702 0.23910636224658524 0.15632866985135269 -0.28475278687285505 -0.17769173582031353 0.12730221571351977 0.87260314759881719 -0.17602739644253124 -0.028569688046314497 -0.023202883742251164 0.036979383349474704 47.962191534965179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 -4 7 -7 -2 -5 10 -3 -11 13 -1
right_child=2 9 3 8 -6 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.026368638491569264 -0.051328562868958427 -0.0005395476365243864 -0.0033998124500862724 -0.01824629911571081 0.017620764446157497 -0.028958302562924317 0.019349928461213861 0.0017661938220089172 0.016752605285186271 -0.069359628903468626 0.21615366668156732 0.045308160234962772 -0.035509710016068105 -0.039228811839323197
leaf_weight=287.59526839328464 338.46628305444028 14.042181628057731 5251.2098408756137 3754.6259334988717 2884.6586480023107 386.11148455669172 3791.4405732249143 1219.0414137144107 651.22239201166667 39.191939390264452 20.788470493629575 85.381127147673396 704.75199120910838 226.84135580033762
leaf_count=4712 5100 127 111105 23261 23790 5685 21206 4884 2405 297 32 676 6520 14021
internal_value=0 -0.0150187 0.0012224 -0.00196318 0.00405326 0.00818876 0.014885 -0.00977197 -0.0130732 0.0353571 0.128793 0.00923252 -0.0216052 -0.00255662
internal_weight=0 1378.59 18276.8 12541.7 8135.87 5735.06 4177.55 1557.51 4405.85 159.404 34.8307 124.573 1219.19 514.437
internal_count=223821 26385 197436 160561 134895 36875 26891 9984 25666 1132 159 973 25253 18733
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=12
num_cat=0
split_feature=190 195 194 29 130 63 91 38 49 119 20
split_gain=23.7408 33.8794 47.4246 92.6911 63.8645 38.7307 72.6319 57.2261 6.75272 5.45179 5.11528
threshold=2.9733229272761257 0.72078351214570657 0.075231622373510679 0.0084845325732561244 0.26862372351128877 0.38789369118311584 0.24428264034805205 -0.084797958697913373 -0.22891286473869651 -0.12855444886838988 0.091929777174952529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 -2 -10 -11
right_child=8 2 4 -5 -6 7 -8 -9 9 10 -12
leaf_value=-0.0010600875127842967 0.15795078231252474 -0.0059782875455266027 -0.013778185977657096 0.1204740571405214 0.022768412761123125 0.14994234635185327 0.048540995354019151 -0.04237812527340884 0.12455664053789017 -0.064185995510818591 -0.019828232141346908
leaf_weight=22183.740717397828 1.6309105530381192 120.51872046547942 839.55903020090773 111.68707450479269 1110.7595185663668 16.209249074570835 299.20141724334098 340.11133328534197 1.8258840590715397 78.922322857892141 38.767695285147056
leaf_count=195380 22 1073 6662 963 6511 156 2124 9281 23 1242 384
internal_value=0 0.00021907 0.0121224 0.0548432 0.0070361 -0.000918418 -0.0004 -0.0336293 -0.0441561 -0.0469141 -0.0495743
internal_weight=0 25021.8 2182.52 232.206 1950.32 22839.3 22482.9 356.321 121.147 119.516 117.69
internal_count=223821 222150 15209 2036 13173 206941 197504 9437 1671 1649 1626
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=15
num_cat=0
split_feature=118 171 115 114 59 52 195 4 27 195 98 113 43 123
split_gain=31.3703 36.654 35.3961 36.7161 34.1648 44.2231 34.8723 31.7112 19.9146 14.8652 13.7452 13.4725 10.5524 2.52115
threshold=-0.21806870596601549 0.7009586540917786 0.021034470777464166 5.5531511775073392 1.0363929186271268 0.48318051115581467 0.31079811995949053 0.0072680916388605564 -0.20674394526659354 0.31793985606136382 -0.11454369209235142 0.31240997396022557 3.1233155967169357 134.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 6 -6 -4 -5 -2 13 -3 -12 -11 -1
right_child=2 10 4 7 5 -7 -8 -9 -10 12 11 -13 -14 -15
leaf_value=-0.51341107433123134 0.039704508202307254 -0.16886968172932934 -0.0049302255882669186 0.0034315195352855477 -0.061237392634773513 -0.007098195447002565 0.0059311723427714277 -0.030676155776330746 -0.065309429017558526 -0.055383484223973004 0.057953907384959195 -0.023560389808208321 0.076437329335276097 -0.11997430007309312
leaf_weight=0.16442564129829662 20.015801471796294 2.8938161273545111 4489.8050361716305 739.89273984556712 182.77455768815707 864.55642518575769 8653.2089129715459 431.59640584081717 184.65741530975174 15.527352086717658 218.19781938693268 22.353140106439241 9.9732412982411898 17.247538973311748
leaf_count=1 903 20 27952 51867 1242 6066 63934 5786 58089 3355 3045 550 172 839
internal_value=0 0.032752 -0.000649306 -0.0159617 0.000835673 -0.0165463 0.00222079 -0.00913432 -0.0550397 -0.0524627 0.047773 0.0503792 -0.00382857 -0.12369
internal_weight=0 286.357 15566.5 1376.16 14190.3 1047.33 13143 1171.49 204.673 42.9126 243.445 240.551 25.5006 17.412
internal_count=223821 7982 215839 116645 99194 7308 91886 57653 58992 4367 3615 3595 3527 840
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=15
num_cat=0
split_feature=72 74 2 73 1 116 195 161 189 27 6 43 66 168
split_gain=34.0358 59.3121 74.4096 59.2428 69.3427 54.0295 53.0576 52.2153 51.3566 68.345 51.0574 47.959 40.5264 31.1036
threshold=0.68144917278649453 0.65619100038268019 -0.18270033182171477 0.36184825340760396 -0.43689263279315416 -0.10837982958928365 0.38071384537188707 -0.22394237245840987 32.500000000000007 0.0062057682448951167 2.7406747466846011 0.8873837850320041 2.2903007675534095 17.518447523487296
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 -4 -1 -6 9 -5 -2 -3 -10 -13
right_child=1 11 5 8 7 -7 -8 -9 12 -11 -12 13 -14 -15
leaf_value=0.083119298797408286 0.088803036146450479 0.065362965517283267 0.11175849122953391 0.11501605341749217 -0.0069641247605617936 -0.0023183349479907315 -0.0063343958630919699 0.0056485515653657741 -0.0099533571966150293 -0.0044444833953112949 0.42089336236893465 -0.034207539626125209 -0.041941066272364227 0.01946107680026609
leaf_weight=179.1309538858477 156.94801895762794 84.187100522161927 49.09591051278403 61.25280839039624 5855.7340373069746 268.98702292313101 105.27263308316469 7468.9105687408301 855.17065297302906 219.54974653379759 4.7703423192724577 325.08814389450708 737.76086329807003 161.6990443720133
leaf_count=1852 1450 655 290 1002 42180 4543 755 141076 4959 3048 36 5723 14014 2238
internal_value=0 0.0174515 0.0433691 -0.0011467 0.00114856 0.0152894 0.0500078 0.000105704 -0.0178174 0.021614 0.098599 -0.00432753 -0.0247684 -0.0163801
internal_weight=0 1050.78 479.801 15482.8 13609 318.083 284.404 13324.6 1873.73 280.803 161.718 570.974 1592.93 486.787
internal_count=223821 14935 6319 208886 185863 4833 2607 183256 23023 4050 1486 8616 18973 7961
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=15
num_cat=0
split_feature=20 152 20 106 159 2 122 134 131 95 94 29 70 188
split_gain=41.97 43.301 60.8072 79.4789 66.4272 59.368 63.8052 52.4241 21.6239 16.3352 14.2349 26.7367 25.0066 9.20248
threshold=1.0906619137391818 0.086212745472212679 -1.0000000180025095e-35 -0.16659541018186333 0.60452183240463586 0.10845041090594996 0.056256552196497979 0.068465448395739092 0.66599767741515159 1.0366454289498528 0.0038749616986636453 0.098143539510762282 -1.0000000180025095e-35 -0.01309360534887717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 10 13 12 -12 -2 -10
right_child=8 5 4 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.02475185376826998 -0.08288195933837389 -0.045549594584350345 -0.0020002178823763767 0.0013005282323014238 -0.04092014005602853 0.073256655039882546 0.00099664432844855729 -0.0093036651752203582 0.072310776416132316 0.066796524260677018 -0.045209490184599709 0.086261530356911087 0.37374263764164528 -0.10306835516255289
leaf_weight=2120.5955285485252 1.7564233979646813 451.49804094796127 3810.0394655041891 4537.2552714981284 495.57272451241442 163.16467747775459 486.68078090960626 3434.1856021401763 3.6140344419400234 13.927812069654463 18.504249504912877 94.287291917018592 3.7812235432211301 17.380620345182251
leaf_count=11867 790 23012 49764 68255 7784 16814 23951 19771 28 38 1202 453 18 74
internal_value=0 -0.000618649 0.00278103 0.00877002 -0.00647987 -0.00883648 0.0191399 -0.0135153 0.0519714 -0.0171732 0.072378 0.0646928 0.228911 -0.0728785
internal_weight=0 15499 10963.5 6657.85 4305.61 4535.53 649.845 3885.68 153.252 34.9225 118.329 112.792 5.53765 20.9947
internal_count=223821 221218 137670 80122 57548 83548 40765 42783 2603 140 2463 1655 808 102
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=13
num_cat=0
split_feature=16 148 191 11 120 14 80 99 34 68 10 21
split_gain=34.3221 32.7209 34.7231 49.8994 45.8668 19.3473 16.4013 22.5522 8.74732 6.60654 2.85395 0.0074397
threshold=-0.5416544453060318 -1.4179270228356258 1.5600000000000003 -0.10028872340104486 0.45396179444956791 -0.44759217759471076 1.8107740102284151 0.49285055239258585 -0.18725212019159612 -0.1775062391822565 -0.3688920194288523 0.27591270400635226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 -2 9 -8 -7 -1 -11 -9
right_child=1 2 4 -5 -6 8 7 11 -10 10 -12 -13
leaf_value=0.030974823490306759 0.16205400911337903 0.0034796017528298273 -0.0033860569261944216 -0.0073840664729345022 0.037830801318099259 0.076694214618566972 0.1377775597551486 -0.088892115288842305 -0.086229921920468078 -0.15526323344454787 -0.089862198279741873 -0.081627472319161079
leaf_weight=4.2240731368074185 3.5252593504264942 11815.428960632707 519.65295483032241 6584.1696749832336 561.96383572928607 3.4686861871741703 8.4708523526787776 1.6882964149117459 65.952926484751515 7.6981988488696507 50.068886699387804 8.5428265254013223
leaf_count=37 22 78877 1436 137033 2959 6 36 8 836 55 2152 364
internal_value=0 0.000365406 0.000615722 -0.000407887 0.0180285 -0.0664841 -0.0649872 0.0170938 -0.0780893 -0.08975 -0.0985777 -0.0828263
internal_weight=0 19554.2 19481.2 18399.6 1081.62 72.9469 80.6931 18.702 69.4216 61.9912 57.7671 10.2311
internal_count=223821 221169 220305 215910 4395 864 2652 408 842 2244 2207 372
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=13
num_cat=0
split_feature=166 76 38 173 77 21 112 102 165 118 25 100
split_gain=24.0903 23.1403 38.1235 36.6638 32.8102 61.0719 35.5877 13.5721 7.06987 5.35755 13.731 3.98625
threshold=-0.41263593544585381 -0.32227677501239599 0.16900864527851497 0.16563603111776259 -0.19075698100456276 0.049935905338069263 -0.33182829179954226 0.13585095938792538 0.56462249525770136 0.29627864695819967 0.025137172978367466 -0.078291428244141162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 11 -11 -1
right_child=1 4 3 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=0.35016830778198266 0.095068217125688415 0.0412814906564897 0.14361683566420577 -0.013396798158318663 -0.028118781622970351 -0.0093960810887589799 0.00032281818959595363 -0.071448982779830347 0.35501137323484944 0.51000984423391182 -0.019037064429242887 -0.065936178477131735
leaf_weight=0.23094874247908492 5.0850839726626864 531.90195405064151 18.55021153204143 74.99731736141257 448.3718651260715 430.07226822106168 23391.356997033465 130.77026435174048 0.42758066579699416 0.50412383885123091 18.264883666066453 73.868532223132206
leaf_count=9 27 3634 95 1117 5178 4292 202666 560 3 25 952 5263
internal_value=0 0.000226104 -0.0313883 0.0177386 0.000518521 0.0186249 -0.000212105 -0.0652162 -0.0506832 -0.0525511 -0.00482719 -0.0646393
internal_weight=0 25031.1 229.403 93.5475 24801.7 961.974 23839.7 135.855 93.2961 92.8685 18.769 74.0995
internal_count=223821 217569 1799 1212 215770 7926 207844 587 6252 6249 977 5272
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=15
num_cat=0
split_feature=190 116 142 94 22 118 99 155 126 155 51 128 130 96
split_gain=31.3227 37.481 77.0537 52.2943 49.7047 43.1114 51.3225 38.3592 17.1051 17.3234 24.9888 6.01177 41.7594 5.72429
threshold=1.8830969030969034 0.36300019912827924 0.39143693192460011 0.14693449352341051 0.131254918824774 0.25568335840782386 0.13188997865244714 -0.16547916390715642 0.96602056049412355 -0.14975572398132417 50.088971572930298 -0.1818586960128771 0.069661747061278548 2.1859839833718007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 11 10 -10 12 -2 -13
right_child=8 5 4 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.00039113450450731902 -0.078676020049993758 0.0095975114639961501 -0.013408333226120421 -0.05635715581095329 -0.069375059580605775 0.0023110051189226774 0.047019469640985218 -0.041094767157263394 0.24357256166825111 -0.08775867930666624 0.010762225832638994 -0.080942126041997395 0.21948312516955154 -0.028948738639964361
leaf_weight=10731.718539454045 22.65649201953784 2507.9512577721325 400.76801277778941 164.8810126958706 262.70488915641909 864.25673582474701 429.20219672465464 266.34264135779813 5.320028980029746 13.91875649653957 34.565389563562348 86.019645097563625 5.9260647394694379 28.089827389980201
leaf_count=165626 542 26852 2824 11846 1983 5131 3987 2236 49 318 175 1517 36 699
internal_value=0 0.000422931 -0.00248212 -0.000467548 -0.0355686 0.00867874 0.0150659 -0.00791437 -0.039753 0.0082953 0.0418151 -0.0578703 -0.0168582 -0.0681431
internal_weight=0 15627.8 11560.1 10896.6 663.473 4067.75 2937.15 1130.6 196.496 53.8042 39.8854 142.692 28.5826 114.109
internal_count=223821 220485 182279 177472 4807 38206 30839 7367 3336 542 224 2794 578 2216
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=15
num_cat=0
split_feature=117 57 102 74 130 3 28 74 173 43 85 78 65 80
split_gain=32.9195 84.8589 67.8487 66.0102 80.1432 45.3814 44.1831 44.6485 40.8478 34.8103 34.2703 29.4136 35.3258 32.811
threshold=0.98033022796222158 4.4580392948997369 0.29459494590343477 0.58546439030867992 -0.024221226593425748 5.8263774709128002 -0.020981248585520293 -0.12864602108101675 -0.063995320973729716 1.0968950058125015 0.053855039535614775 0.050234878328616797 0.20364921151348087 0.11723818234505055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 4 -4 -3 7 -2 -7 -5 -8 12 -1 -13
right_child=2 5 3 9 -6 8 10 -9 -10 -11 -12 13 -14 -15
leaf_value=0.012597882525419053 0.0099130657594587637 0.024793256549256685 -0.012112134246999853 0.027993934154892638 0.034831203652387448 -0.0050640446546000341 0.011734474603729226 -0.033896009708774426 -0.02164433298512923 -0.018781597380265941 -0.009596809968740622 -0.033027460506916399 0.05933079635409353 0.0093044882475486132
leaf_weight=1890.1053898271784 334.72847770499357 346.02386463904986 456.84357958800683 210.69135273533175 1783.3569744968845 3336.2178450774809 1801.6982622453943 762.74817232657733 2679.1008482566649 649.73900475018308 1294.1319482100953 287.53614300861955 176.88841640445753 504.09878026889055
leaf_count=22407 5461 3491 7917 1075 14243 25122 27260 22426 67367 10022 8267 2307 1215 5241
internal_value=0 -0.00399166 0.0049993 0.0162154 0.0252581 -0.0104228 -0.00329418 -0.0205343 -0.0124486 -0.00732779 0.00281748 0.0103197 0.0165972 -0.00607124
internal_weight=0 9219.97 7293.94 3100.63 2240.2 6361.34 4193.31 1097.48 6015.32 860.43 3095.83 2858.63 2066.99 791.635
internal_count=223821 127150 96671 33257 22160 95980 63414 27887 92489 11097 35527 31170 23622 7548
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=15
num_cat=0
split_feature=181 186 168 102 25 44 110 110 178 52 19 129 129 158
split_gain=37.3989 41.9302 50.6681 70.8867 63.3126 44.3052 51.2309 39.2098 29.3969 67.5791 35.3136 58.3492 31.334 29.1316
threshold=-0.053045957183455089 45.750000000000007 23.415647674606735 0.45009143703157167 0.57924753288308251 0.023778962864550928 0.31028760360459245 0.77278565443611069 -0.040322091499877928 -0.12501584429154769 -0.23991766893527086 1.0200608549994556 1.0165820191025925 -0.096553171456859724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 10 13 11 -1 -11 -10
right_child=1 5 3 -5 -6 6 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.028914023517551027 -0.00077846815870957905 -0.04734041854247277 0.039133034924187127 -0.0068849908050456826 0.035195305230691525 -0.02236330826550869 0.012594408018829523 0.027569485862860926 -0.037853982394955736 -0.044799113298967574 -0.070348656706178875 1.1190703995388265 0.020189488931814228 0.50912875451752349
leaf_weight=28.946598582682785 10946.763340233018 473.62736340495758 848.29588679067092 552.92837271583267 512.12343260005582 786.24389841826633 898.07809494808316 81.966672429349273 1.3354221800691446 148.5535886882717 188.52436336512619 0.49944405711721529 148.20439079306379 3.5945077407959607
leaf_count=1489 159295 1552 10104 2140 6350 2347 2788 186 57 14333 15311 53 7745 71
internal_value=0 0.000825027 0.00302424 0.0209741 0.000829281 -0.0118014 -0.0037239 -0.036289 -0.0264596 -0.00624282 -0.0544412 0.0474045 -0.012343 0.360962
internal_weight=0 15100 12860.1 1401.22 11458.9 2239.92 1684.32 555.594 519.658 301.688 217.97 29.446 296.758 4.92993
internal_count=223821 184762 177889 12244 165645 6873 5135 1738 39059 22206 16853 1542 22078 128
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=15
num_cat=0
split_feature=76 190 193 2 82 64 67 67 13 2 157 158 169 81
split_gain=32.1622 55.0067 70.6859 62.938 51.5374 70.7904 70.9496 62.8037 85.7066 79.4199 48.8457 42.5263 37.6133 28.1723
threshold=1.3773198865963614 0.23199999999999965 0.0078190337821489372 -0.29043256226774966 0.5007984037009573 0.034868246621975997 -0.057611865612899472 -0.088140057630562499 -0.1412943747525672 -0.14837790607265297 -0.30528450883085273 -0.37385828814585992 -0.13162616501448768 0.54383601832080519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 7 -6 -7 8 -1 -9 -2 13 -13 -3
right_child=1 11 3 -5 5 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.025049659982028172 0.028372104558888195 -0.017744325802986544 0.027233724356058642 0.11350060385108945 -0.11510501415177654 0.01811894563470921 -0.017431753767092894 0.013838302845497178 0.014410413738288269 -0.0022991609613686125 -0.069934329525059083 0.099824413175982479 -0.037471753123642218 0.05628649197935897
leaf_weight=1754.8479701835895 149.130308825057 82.73334468412213 182.32537481677718 157.73884926771279 65.265912064467557 710.7979906022083 2670.4520830059191 5286.6559245674871 801.97164542850805 7207.5016108859854 76.455329149030149 21.330603744834661 309.13375854026526 135.74659388919827
leaf_count=17895 433 267 726 682 844 2028 18473 28774 10108 140417 424 30 1970 750
internal_value=0 0.0165722 0.0384569 0.0672486 -0.00091897 -0.0119495 -0.00995837 0.00160691 -0.0126726 0.00452909 -0.00494584 -0.00597841 -0.0286096 0.0282527
internal_weight=0 1114.59 565.65 340.064 18497.5 3446.52 3381.25 15051 2556.82 12494.2 225.586 548.944 330.464 218.48
internal_count=223821 5282 2265 1408 218539 21345 20501 197194 28003 169191 857 3017 2000 1017
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=15
num_cat=0
split_feature=157 152 72 35 157 15 157 152 21 16 52 172 159 44
split_gain=24.2343 23.9597 31.7552 42.1375 31.8422 30.5 41.1269 32.0234 7.63127 8.6843 11.6618 6.46661 6.18227 14.876
threshold=-0.44008793154397435 0.44049264903258017 0.077446310112262898 -0.012190187381806977 -0.026678637624010199 1.6388165521509699 -0.11110469280347991 -0.032609181661014744 0.08161305201127822 0.29605802637735185 -0.058761912036752899 0.88935563951515462 1.5016637469222671 -0.089966255484178109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 11 -11 -1 -10 -14
right_child=1 2 3 -5 -6 7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.067220669963879306 0.005044494459499887 0.02442646015351764 0.03042971364161123 0.002771439107950103 -0.086435077681970646 -0.0018332785785026709 -0.00904825623099695 0.0085355097351919786 -0.060726352634908179 -0.08326456848918154 0.25226072314231429 0.29757542022344735 0.40018602574761958 -0.020611787468760061
leaf_weight=6.3557365512242523 2919.4802467119298 42.198925607837737 800.41340308403596 1766.5262281063478 67.113140708999708 7157.8248343226733 7123.3723003013292 5101.4820188644226 97.441395298345014 1.5708207378920631 3.0418836011085659 0.52616117213619862 0.9641794548369943 6.5291427550837389
leaf_count=393 37103 282 9970 14992 744 65437 49877 40041 4472 112 92 33 10 263
internal_value=0 0.000207246 0.00914787 0.0113957 -0.043638 -0.000865626 -0.00495146 0.0024815 -0.045522 0.0318314 0.138 -0.0393299 -0.0539953 0.033533
internal_weight=0 24978.4 2676.25 2566.94 109.312 22302.2 10042.9 12259.3 116.429 11.4946 4.6127 6.8819 104.935 7.49332
internal_count=223821 218446 25988 24962 1026 192458 86980 105478 5375 630 204 426 4745 273
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=15
num_cat=0
split_feature=145 194 57 19 8 133 53 19 166 55 114 76 113 100
split_gain=30.6172 30.8776 31.2386 37.4705 28.7569 28.185 16.3211 13.1224 6.00216 10.5044 9.39353 6.15253 33.7901 4.92799
threshold=-0.30231291753226025 -0.079016052791502256 4.4927518401531854 0.518575306922335 0.13077584180758869 0.047622425756999064 0.063609461789816621 -0.095114983517951002 -0.2616488824423378 0.10378101230915006 11.083878719805826 -0.11008343109681619 0.11498794206824231 -0.10090490262868328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 11 10 -10 12 -1 -13
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.070974259533028106 0.043774771558724397 -0.049207655258793524 0.0021822561972878493 -0.02359192709078578 -0.025836128103624536 -0.0086835858633073811 0.080665715064460658 -0.089415960381795362 -0.083956170358199564 -0.041771159840691893 0.38444706395681583 0.066569475670934214 0.45764197675050033 -0.093967098081378597
leaf_weight=10.074806238553718 11.721447050207646 206.41456150180966 13753.098743732757 588.17605094249302 16.620378842315404 1018.4448413136797 107.1839573525358 20.050946780800587 0.65560067570186031 7.5286921339284163 1.2340390250610651 1.9841348756453943 1.3741638843493991 52.704163801166942
leaf_count=215 312 8272 146628 14794 172 29441 502 585 117 105 5 13 12 22648
internal_value=0 0.000259039 -0.000184012 0.00112518 0.0445882 -0.0155127 0.0663681 -0.0402793 -0.0635512 0.0111377 0.221937 -0.0741874 -0.00752704 -0.0881427
internal_weight=0 15721.7 15566.1 14341.3 155.577 1224.86 123.804 31.7724 75.5556 9.41833 1.88964 66.1373 11.449 54.6883
internal_count=223821 200706 199135 161422 1571 37713 674 897 23115 227 122 22888 227 22661
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=15
num_cat=0
split_feature=151 76 13 85 158 157 2 157 19 4 108 31 158 169
split_gain=30.8864 36.2622 40.2364 43.1073 41.8915 30.796 50.9865 78.081 49.9952 42.2361 40.786 39.6958 17.5012 14.3553
threshold=-0.16737189651711146 -0.12115416398250792 -0.42700416682855019 -0.025892430067512989 -0.36175180170488713 -0.040685821106071246 -0.13916052033588192 -0.25164588124091725 -0.014721482759189762 -0.069689373852106704 1.4005421913283007 0.56246207764582412 -0.25259653809102151 1.4715295436473312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 4 -4 -3 6 7 -1 -8 10 -7 -11 -2 -14
right_child=1 2 3 -5 -6 9 8 -9 -10 11 -12 -13 13 -15
leaf_value=0.0097011050523611534 -0.099802890361054636 -0.0069417450813421353 0.015406377327346444 -0.005588390472035896 0.0512929729935842 -0.13370401038271271 0.03680866730573476 -0.02997850152569408 0.0042298476304591954 -0.0420620813223887 0.061648646604943604 0.041021592889147751 -0.035300714546434235 0.088808845149941779
leaf_weight=2106.0213634434622 42.599502766504884 221.1511984441895 1090.6922953444737 9463.4581064100785 279.82935642811935 12.016107739415018 1013.8739194524242 648.66376951895654 879.78180006553885 379.20007524504035 96.652254703687504 67.785680978035089 182.49087253505422 9.8212580319959653
leaf_count=16147 170 2860 41495 108123 2166 251 8590 4053 6083 11483 1038 2655 18422 285
internal_value=0 -0.00293047 -0.00210434 -0.00341874 0.025586 0.00638126 0.00904096 0.000357488 0.0216727 -0.0158685 0.0400473 -0.0294624 -0.0418089 -0.0289625
internal_weight=0 11290 11055.1 10554.2 500.981 5203.99 4648.34 2754.69 1893.66 555.654 108.668 446.986 234.912 192.312
internal_count=223821 173521 154644 149618 5026 50300 34873 20200 14673 15427 1289 14138 18877 18707
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=15
num_cat=0
split_feature=118 143 57 129 173 38 8 166 13 130 110 145 14 158
split_gain=40.3535 41.2446 64.9601 60.7903 60.6844 59.566 58.4316 39.3708 22.5312 18.5003 38.2246 17.3625 9.40141 6.831
threshold=3.9876387932542934 0.019663144714385562 5.1549213891814452 1.015208578681295 -0.0031934625765806641 -0.055684262252210646 0.64905830834576739 -0.17046269242356363 -0.41811018273656358 0.26862372351128877 0.31735884299130351 0.45880406160425552 0.080153214186858571 -0.27881753560071182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 -4 -5 -3 -1 11 12 -11 13 -10 -2
right_child=8 2 4 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.015887906277981523 -0.089083385033685666 -0.044807033642135799 -0.021781288269999217 -0.014332209776372454 0.0017299438212259695 0.011805648629608527 0.019274936754908333 -0.049810531478552703 0.095284298656051647 -0.11133515812384981 0.054895670314119932 0.073897081156141284 0.024879186296538024 -0.2762651165824041
leaf_weight=128.56218787607213 4.2061548626516014 678.41975385005935 1328.6857693372876 1039.5915816229317 6317.8245725201778 5404.662305814054 180.0550016615598 313.98894262852991 85.429754275130108 18.108874330529943 58.586221983656287 4.3161480529233813 24.378752106335014 3.6341885998845083
leaf_count=5345 36 7301 12310 25770 70097 85291 962 15861 416 70 202 41 112 7
internal_value=0 -0.000625652 -0.00528378 0.00512698 -0.00235545 0.00758907 -0.0313666 -0.030725 0.044734 0.053332 0.0156461 -0.0871754 0.0796536 -0.175847
internal_weight=0 15391.8 8504.99 6886.81 7646.51 6444.25 858.475 442.551 198.66 186.504 76.6951 12.1565 109.809 7.84034
internal_count=223821 222937 90670 132267 82407 111061 8263 21206 884 800 272 84 528 43
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=13
num_cat=0
split_feature=129 119 49 35 58 142 88 96 130 96 18 72
split_gain=31.9925 39.5129 35.6845 34.3979 85.0302 58.7655 25.1038 13.1622 14.346 4.60081 4.36558 2.60512
threshold=1.0245748931830738 -0.29331198829089694 -0.044092333126438087 -0.017380528364612746 0.04535345864601039 -0.017553740444607193 0.00043205864012555746 1.6339801252579302 0.060002665450056926 0.028060891870006013 0.18418206267489209 0.16788318488562951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 -4 8 11 -1 -10 -2
right_child=7 3 6 4 -6 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.097379855728552678 -0.0057689316268009511 -0.0036419420609535057 0.27974753170135114 -0.017797754139472176 0.0030371747396371416 0.010961306669888315 0.057134308538285175 0.040912714360269421 0.0085088675343125125 -0.26422047734333137 -0.087688069546572156 0.12433709181559877
leaf_weight=7.3359771930845437 2.5335069212596855 5537.4841426120838 5.2731864978559306 3163.2619717782945 5144.3359151205368 5485.352635001298 128.72732277396426 12.150644516572354 5.0317372384015462 2.1335408240556717 75.559816222637892 3.9204545142129064
leaf_count=90 40 49354 23 62545 75329 33255 499 29 127 5 2516 9
internal_value=0 0.000351061 0.0526368 -3.70026e-05 -0.00489609 0.00362515 0.0658946 -0.0565841 -0.0701936 -0.13497 -0.081682 0.0732639
internal_weight=0 19473.9 143.47 19330.4 8307.6 11022.8 134.001 99.1962 87.0455 9.46952 80.5916 6.45396
internal_count=223821 221100 617 220483 137874 82609 522 2721 2692 95 2643 49
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=15
num_cat=0
split_feature=106 180 116 108 8 77 180 78 77 154 52 29 46 99
split_gain=23.8927 57.5699 73.0179 54.6378 46.5176 43.3259 64.2546 70.6387 42.5555 64.772 44.2721 42.189 36.2135 22.0034
threshold=-0.20315360564392473 33.826639892904957 -0.12283445939986974 1.7710301134425352 -0.34994674584678359 0.082986366706646206 27.537483266398933 0.020244359125637188 -0.041668730269219779 -0.033753600334164781 0.074529244306817552 0.30264469604573185 -0.15020933693488733 0.02744148043578323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 12 -5 8 -7 -8 10 -10 -2 -4 -3 -1
right_child=5 3 11 4 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.024910685074905483 -0.0082999800003494568 0.040447578924597424 0.078653903883364379 0.23861263352426554 0.00056038095160511662 -0.074650094710326562 -0.025227756821447241 0.016388135567714592 -0.013930968585214873 0.0024186820954645851 0.0084629984376256347 0.012853182652949227 -0.033008331893758756 -0.056498047270958231
leaf_weight=45.246325904503465 2116.3490523614455 70.950706869829446 183.29556998610497 8.28277592116501 917.37140879512299 87.64373979147058 457.66443038458237 3748.9654780786805 4744.7043050354114 4952.1092493906908 6165.4671656159044 208.02812170470133 1241.3246481257083 124.71111719857436
leaf_count=257 16802 871 1146 145 8271 852 4138 39370 34436 56116 46630 1299 11842 1646
internal_value=0 -0.00873171 0.0199043 -0.0159137 0.00269048 0.00107045 0.0100949 0.0118605 -0.00108507 -0.00558129 0.00417936 0.0436742 -0.0290368 -0.0348253
internal_weight=0 2799.21 561.281 2237.93 925.654 22272.9 4294.27 4206.63 17978.6 9696.81 8281.82 391.324 1312.28 169.957
internal_count=223821 25477 4348 21129 8416 198344 44360 43508 153984 90552 63432 2445 12713 1903
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=15
num_cat=0
split_feature=106 108 154 173 47 77 126 101 52 80 14 19 51 194
split_gain=29.7141 49.3923 57.6199 48.3308 46.7878 40.5794 64.9102 54.8232 38.3236 49.9768 34.7472 22.7476 9.85357 28.9965
threshold=-0.041474138809848252 1.7396002466633766 -0.10080217603385901 0.014533047425709864 0.020285117284162258 -0.041668730269219779 0.88864534502471104 -0.064263971819237931 -0.11003169866810734 0.12154273526611513 -0.19953367710702463 0.85961373654569484 87.612135338606677 -0.042881395003395113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 12 -3 7 -7 -2 10 -10 -5 -4 -1 -14
right_child=1 2 11 8 -6 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.072439499328108378 0.0027333231762455171 0.20048365197884174 -0.046149247647444103 -0.074444952242463766 0.033520426698109333 0.022265202315684379 -0.0014265590545994812 -0.013783063272567586 -0.02971442298504889 0.0063683662871138027 0.1303556236351382 0.37704816180044726 0.51539133891996403 -0.030581015563164733
leaf_weight=145.93681888751053 4745.8267218357942 17.253510455222568 106.27950652077561 10.784964370250234 616.56420509937743 1813.4451726324369 3191.8769093720912 3485.8824497191563 676.45651118450041 887.4279383719404 35.729544073023135 1.2854980493430037 0.99592331040184845 41.819272222794098
leaf_count=62983 34554 253 1696 743 2909 17352 52343 25712 6966 15276 482 26 44 2482
internal_value=0 0.00146337 0.0265808 -0.01219 0.0380654 5.65884e-05 0.00715705 -0.00426087 -0.00657873 -0.0092392 0.0828701 -0.0410917 -0.0600639 -0.0178812
internal_weight=0 13978.4 741.383 1799.15 633.818 13237 5005.32 8231.71 1610.4 1563.88 46.5145 107.565 188.752 42.8152
internal_count=223821 134845 4884 88976 3162 129961 69695 60266 23467 22242 1225 1722 65509 2526
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=15
num_cat=0
split_feature=125 115 187 5 100 160 73 28 130 112 163 166 24 73
split_gain=32.525 61.5206 88.2189 72.4482 95.2456 87.0083 56.9076 54.4917 51.7159 74.1028 52.8446 45.7604 48.2256 41.6784
threshold=0.079106367343147119 -0.064754495615112373 0.3312372069222182 -0.038762275972374166 0.17826100605852072 -0.26025980766459328 -0.025227021596387924 -0.033622479473936408 -0.3441621724573623 -0.069822686836423162 -0.31201189265436741 -0.34872518150893317 -0.04952674577937622 -0.14464998286690192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -5 -3 11 9 -9 -10 12 -1 -13
right_child=1 2 -4 5 -6 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=0.056540261782739666 -0.017049779866088726 0.0075606589833308348 0.0030913593903399827 -0.0075615512508880366 0.017350038724441533 0.041266316332414898 -0.034343546897945158 0.011306900370184151 0.04086122810599159 -0.070123052175361897 0.0087100438394403772 0.0046512053773323774 -0.058813748075784822 -0.031551944083186088
leaf_weight=167.15924236108549 2213.4288505612931 395.7442572338332 1810.8659222621354 610.19730062643066 1264.8144705368904 907.98672737070592 1789.6943582555105 266.26390236621228 571.28009282844141 192.5859758980223 4862.4581243419634 502.61660170608229 46.274896998424083 865.70290190077503
leaf_count=2533 17873 3703 14542 3556 8240 5890 26172 14084 6209 1854 68310 8332 462 42061
internal_value=0 -0.00398244 -0.0132308 0.00341471 -0.00454077 0.0216411 -0.0267554 0.00494413 0.00936793 -0.0228704 0.0120903 -0.0115361 0.0315302 -0.0182537
internal_weight=0 8992.73 3996.3 4996.43 3478.24 1518.18 2185.44 7474.34 5892.59 458.85 5433.74 1581.75 213.434 1368.32
internal_count=223821 79976 44417 35559 26113 9446 29875 143845 90457 15938 74519 53388 2995 50393
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=15
num_cat=0
split_feature=96 145 129 190 71 195 77 103 119 65 167 96 156 80
split_gain=41.8473 49.0304 67.254 62.0245 59.8168 51.0048 40.4503 39.3067 42.6804 35.7167 33.274 30.8689 30.59 30.5883
threshold=1.316688420139225 0.67131176476458998 1.0152894021756445 0.37940379403794072 0.26351468148245039 0.66398239852895824 -0.19075698100456276 1.1390833117518779 0.5459138621727565 0.14825327292450494 -0.31171441823711604 2.7626066614346052 1.3148302802912848 -0.0078686893357893944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -3 8 11 -6 -9 -2 -12 -10
right_child=7 4 5 -5 9 -7 -8 10 13 -11 12 -13 -14 -15
leaf_value=-0.039018656842033837 -0.028767840086216259 -0.060379515364776273 0.0063884367439398073 0.021509982484955236 -0.13180418091888677 -0.0083201174235132229 0.017429383921461036 -0.14422616185199605 0.09191028638211482 0.074321881620760907 0.019022040112193047 -0.077460225877040212 -0.02736873523089205 -0.010715483589763335
leaf_weight=740.83454721437738 421.99930290132761 74.801177075511077 8550.4430156195012 219.43980920189642 8.7217836584895831 3255.1437568453257 625.66463979407854 14.909187830984591 30.972229426726699 232.41247361013666 534.563890225254 188.28742782212794 193.62483916431665 466.28854909911752
leaf_count=44885 1898 713 148299 1161 22 14539 5898 34 132 1293 2393 564 476 1514
internal_value=0 0.00188706 0.000262776 -0.0251868 0.0239085 0.00233286 0.00912035 -0.0141333 -0.0260708 0.0668663 0.00365892 -0.0437906 0.00668677 -0.00432337
internal_weight=0 13707.5 12765.9 960.274 941.6 11805.6 700.466 1850.65 1107.55 241.134 743.098 610.287 728.189 497.261
internal_count=223821 216810 208884 46046 7926 162838 6611 7011 4108 1315 2903 2462 2869 1646
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=14
num_cat=0
split_feature=28 61 126 74 145 94 64 16 96 177 49 96 167
split_gain=31.6685 37.471 31.2963 96.7141 61.9147 26.9239 29.1019 2.79556 0.228187 0.0795413 0.0370088 0.00851352 0.00692831
threshold=-0.20229720780656391 -0.27685803648940605 0.89754155924503198 -0.095634955181485029 -0.23284926635301431 0.0184104679707182 0.59701266291833932 0.9040065179727762 0.062089258364600081 -0.2806672996762663 0.083790829548906862 0.049052205764227079 -0.13315233660024983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 -10 -11 12 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.083717963796005712 -0.0869778106570403 0.01603882198409123 -0.0087122304033034285 -0.024045090192549193 0.0051384168783845767 0.09927205604882991 -0.095809027639169431 0.073739827842508099 -0.13081382580481379 -0.088507510715430615 -0.10798974786128016 -0.093770480241046728 -0.080829912773496854
leaf_weight=24.958474697545167 12.004291841876691 921.04992036039766 4367.394493773696 1737.3447762209689 12364.463518103104 80.06453532865271 8.4544866234064084 1.1895291805267323 1.0095221176743505 1.7499923197319724 2.2018892562482506 0.71526736667146806 12.450014504633147
leaf_count=954 610 17491 32875 46795 122317 205 34 6 4 73 11 16 2430
internal_value=0 0.000239264 -7.82886e-05 -0.0101573 0.00152308 0.0607766 0.0806398 -0.0724878 -0.0855888 -0.105762 -0.0993625 -0.0829634 -0.0827568
internal_weight=0 19492 19390.3 2658.39 16731.9 101.713 88.519 13.1938 43.0852 4.9614 3.95188 38.1238 37.4085
internal_count=223821 220333 219478 64286 155192 855 239 616 3488 88 84 3400 3384
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=15
num_cat=0
split_feature=154 52 66 13 77 129 55 197 109 91 106 81 110 138
split_gain=23.1251 64.3755 58.4441 50.424 46.0191 42.8374 36.2586 35.6823 29.7596 33.6643 23.2803 18.3093 18.0021 12.5739
threshold=-0.19701015687231935 0.096585713725911848 81.162157653883526 -0.21564787983271436 -0.097389568456265688 1.0141213047405053 0.55162927740918788 -0.013879734905696895 -0.22963597785472292 0.0044180532678488116 0.53288012064431789 0.88506457278496975 -0.39344660039650775 0.06015968842642376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -3 5 -2 -5 -6 13 -10 11 -4 -12 -1
right_child=2 3 10 6 7 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.096343969574833821 0.070690235471526142 -0.050309226910829299 0.026618906079706822 0.0073536231060245608 0.0078637460192534855 0.01076758246747659 -0.015460972865496983 -0.0031287536143846158 0.14028327402749763 -0.029805479525682549 0.26943463409136104 0.12110845722699576 0.092530740170211956 -0.095923351162588724
leaf_weight=3.5418522283434859 125.96335426927544 199.66903621813981 119.11757999006659 2636.2798701561987 3722.9682331320073 2255.2759815119789 946.77523798891343 14277.799862947169 11.866198752482886 600.87606685966603 7.9509083954617408 24.771833906648681 20.803551005432382 85.773168164188974
leaf_count=12 746 2583 930 19074 37329 11763 16277 129039 212 4699 145 204 221 587
internal_value=0 -0.0065618 0.00136373 -0.00140033 0.000872976 0.0139374 0.00132517 -0.000855255 -0.0343721 -0.0265116 0.0593017 0.0428861 0.141447 -0.0882989
internal_weight=0 4484.78 20554.7 3782.72 20382 2381.24 3583.06 18000.8 702.057 612.742 172.644 143.889 28.7545 89.315
internal_count=223821 43444 180377 37934 178877 12509 35351 166368 5510 4911 1500 1134 366 599
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=15
num_cat=0
split_feature=88 22 16 184 52 195 139 192 72 76 76 118 9 92
split_gain=29.829 35.7373 34.4945 28.961 76.6282 31.0681 68.291 59.1191 27.0185 13.609 8.07944 5.85901 4.31377 3.38133
threshold=6.7391251147440565 0.096532782601013431 0.15356140492108641 -0.12192971925796227 0.033307245722876237 0.31079811995949053 -0.41266409133631798 15.290040561699813 0.17182429250317235 0.10827096821543633 -0.028336471798495494 1.5677433474961728 1.0167913191634319 0.1806532148722301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 11 4 12 7 -7 -5 -6 -4 -2 -3 -1 -12
right_child=1 2 9 5 8 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.094894479483517119 -0.35987322230381769 -0.098925333894250317 0.068601238278611962 0.0096891575900525263 -0.01641373905567689 0.053270282591913277 0.0014707982520666624 -0.013528860522272118 0.051175745803218368 -0.096371399027757237 -0.17204186073781363 0.18251407551414961 -0.43555201421821677 -0.041395997651635937
leaf_weight=45.154028353312242 2.1591248447075513 36.433145329378021 31.704237064230256 1556.8394897340077 71.949368046676682 261.37643180112354 9694.8860060377501 3710.2821389496621 332.27928050014452 5.9367291388189178 14.835274024544562 0.75502760865492646 0.37481015920638938 2.2863664197211611
leaf_count=3543 15 1019 432 19708 647 2726 141880 51604 1929 84 141 62 2 29
internal_value=0 -0.0561841 -0.0249039 0.000283731 0.0252927 -0.000455129 0.00283066 -0.00666615 0.0391454 0.0425818 -0.177583 -0.0932113 -0.0976989 -0.154596
internal_weight=0 94.1099 74.8291 15673.1 449.757 15223.4 9956.26 5267.12 404.229 37.641 19.2808 37.1882 45.5288 17.1216
internal_count=223821 1782 1597 222039 6121 215918 144606 71312 2576 516 185 1081 3545 170
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=15
num_cat=0
split_feature=128 129 100 169 142 127 182 31 99 63 114 87 9 101
split_gain=30.0966 44.3446 43.3706 41.6316 44.0159 64.5725 54.8825 39.8005 29.5617 28.6305 27.6836 24.6675 20.6271 20.073
threshold=0.63975605742203878 1.0223449167663241 0.11086249421066964 -0.22776823516107012 -0.062299423600210804 -0.066357632819233542 -0.051990952404678055 -0.21334807365494185 0.028970627128638262 0.032414702687599044 5.8972017784963997 0.029302985033364246 -0.2982977741596563 0.051473023351252666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 7 6 -6 -5 10 -9 -3 -1 -4 -11 -2
right_child=1 9 11 4 5 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.092033655681205889 -0.026919137735039594 0.090858833653720217 -0.040114741858294584 -0.067313454747054732 -0.010914379663263947 0.0055321436027423211 -0.0090793237691163802 -0.02239327481882418 0.049168991395735551 -0.15212345719677281 0.029519713215465693 0.0046909222688520189 0.014048785041308957 -0.093349925752522822
leaf_weight=42.91562842449639 72.625317503232509 54.101469674580585 203.51227202464361 185.73647787961818 3089.5543066455866 10502.096668944952 1257.743816916307 67.348565996391699 403.96126690006349 8.405558465048669 33.255511497583939 310.10472508036764 67.114590278069954 121.7173981872329
leaf_count=298 1078 770 770 2563 82289 112148 13976 792 5246 17 372 2245 660 597
internal_value=0 -0.018442 -0.0282876 0.00101669 3.03629e-05 0.00179364 -0.0165725 0.0281037 0.038943 0.035332 -0.0389647 -0.0130626 -0.00444655 -0.0685249
internal_weight=0 837.581 707.96 15582.6 15035.1 13591.7 1443.48 547.481 471.31 129.622 76.1711 513.617 75.5201 194.343
internal_count=223821 6137 4690 217684 210976 194437 16539 6708 6038 1447 670 3015 677 1675
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=15
num_cat=0
split_feature=33 67 161 8 1 174 100 68 107 134 120 78 102 18
split_gain=39.9058 41.5988 38.2624 83.5343 72.4324 29.5538 24.422 24.1723 29.9816 26.2292 24.3153 23.7991 18.1647 15.5452
threshold=3.1171164234673614 -0.16265830980147952 -0.026553784146637689 0.5581764230420353 -0.16289974031188778 -0.21054335514276704 0.90274413987085134 -0.028608340633251576 -0.21880105383994905 1.5295445918926067 2.6530980752005466 1.0508744639750922 0.23484731526594024 1.2352485375178153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 12 9 -9 -10 -7 -1 -14
right_child=1 2 3 -5 -6 11 -8 8 10 -11 -12 -13 13 -15
leaf_value=-0.074718472157051782 -0.05365645989981787 -0.0033932767559042678 -0.011621339491915333 0.011181333575346276 0.016779020426541238 -0.084756524633837385 0.035877754753302897 -0.10604962164516774 0.060922200606690825 0.089619188774511083 -0.39446278325733419 -0.36441945117694008 0.069366083344705246 -0.054796568574032568
leaf_weight=10.152375353674868 74.139883559044392 4200.706648266234 5480.4893922208357 2272.7896236762463 3088.9002727807529 69.236887642255169 51.715801610145718 34.333753249142319 45.040859691158403 8.5585236595943552 1.2038651071488846 3.1828020811080924 182.62419179658173 10.672854767180977
leaf_count=249 3346 41662 102519 16446 55489 1558 138 173 803 99 9 3 1233 94
internal_value=0 -0.000646541 -4.67496e-05 -0.00493698 0.00515454 -0.0461519 -0.0168656 0.0366372 -0.00678692 -0.0670068 0.0490674 -0.0970475 0.0556626 0.0625105
internal_weight=0 15241.2 15042.9 7753.28 7289.61 198.275 125.856 292.586 89.137 42.8923 46.2447 72.4197 203.449 193.297
internal_count=223821 221161 216116 118965 97151 5045 3484 2660 1084 272 812 1561 1576 1327
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=15
num_cat=0
split_feature=109 172 74 7 148 121 119 63 77 171 15 86 113 8
split_gain=31.0648 31.4586 104.139 44.1227 94.9441 54.2995 31.0572 28.8682 17.1858 13.9402 10.3139 11.8445 0.999203 0.000402271
threshold=-0.41960446595997108 0.24355854157164461 -0.24518304457709916 0.16344893929612228 -0.08279349208704212 -0.35785984652902059 -0.12655137477521719 0.0077347827587130264 -0.3796108788073001 4.7145502937468438 0.81224845355034081 -0.099575122461082424 -0.49523828258876063 0.10524664596669679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 9 13 11 -10 -12 -1
right_child=1 3 6 5 -6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.08590219039867121 0.11590452532595677 -0.011175609235487499 -0.10553081760921235 0.037415841893007562 0.019940663634626397 -0.0025970043045430505 -0.025110934124062408 -0.037581713962442392 0.12054909165576239 0.19820802165465859 -0.041734145647162157 -0.084154090424880645 -0.08468032621554436 -0.08074512543763164
leaf_weight=0.15996852517127935 67.214454567059875 1455.1510246252874 51.621140775037929 347.70645631430671 3006.9091575530474 13788.743258432951 688.64835924247745 14.986270002205854 5.7934046958689578 4.5688767689280212 5.8552243385347529 5.5196763930434809 72.479776868945919 2.7772449340845924
leaf_count=1 89 11106 700 2408 21296 172210 6909 242 93 9 459 352 7593 354
internal_value=0 0.000277272 -0.0188614 0.00112363 0.00979314 -0.00161283 -0.0307188 0.087922 -0.0564102 0.0889408 -0.0685802 0.020674 -0.0814703 -0.081026
internal_weight=0 19421 822.47 18598.5 4462.06 14136.4 740.27 82.2007 97.1542 7.50609 89.6481 11.3131 78.335 2.93721
internal_count=223821 214960 7940 207020 32402 174618 7609 331 8861 364 8497 445 8052 355
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=15
num_cat=0
split_feature=150 152 140 94 106 130 157 3 96 38 193 150 60 82
split_gain=22.7368 54.2305 54.6373 68.114 45.6402 43.4455 44.9165 47.4721 35.4345 43.4455 31.9847 28.739 22.9173 26.9752
threshold=0.9028413833984742 0.086212745472212679 -0.043009954245312836 0.013213824279409354 0.14100658330107832 0.73563968125132473 -0.11452773448191934 49.569704689155607 -0.015729546679147031 -0.056759987239551106 0.0087090113287459029 0.22669528557334803 0.039174074303430284 -0.04906114662602893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 10 -8 11 -10 -2 -3 -7 -14
right_child=5 8 3 -5 -6 12 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.014526753098861762 0.036334396501634426 -0.32056178854868794 0.0026573299614616841 -0.018522940021786675 -0.0023479577348230127 -0.21661710281473559 -0.013543966817331408 0.0053482711459412486 0.0484910893981133 0.011383854830670033 0.0011454466086924416 -0.0059630729932130871 0.068954235249585036 -0.052684668452637265
leaf_weight=2729.2317501156358 434.08259385213023 2.9126214240677646 2879.6850665365782 3211.8488756386942 3883.3306302097626 7.7526804255321613 3770.0136497527128 2055.0986995387357 343.48260856547859 3875.8144574799226 637.87323164514964 952.59044806179008 20.039334715344012 202.07975843315944
leaf_count=19229 4072 25 44050 29763 30109 29 33164 15569 3452 27543 7062 8737 173 844
internal_value=0 0.00183747 -0.00167754 -0.00851027 0.00461682 -0.00484233 -0.00341695 -0.00687879 0.0104668 0.0144047 0.015395 -0.00692205 -0.0476095 -0.0417105
internal_weight=0 17878.9 12704.1 6091.53 6612.56 7126.94 6897.07 5825.11 5174.8 4219.3 1071.96 955.503 229.872 222.119
internal_count=223821 162908 123151 73813 49338 60913 59867 48733 39757 30995 11134 8762 1046 1017
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=15
num_cat=0
split_feature=158 82 70 151 155 18 104 181 63 149 150 65 35 25
split_gain=29.639 36.5621 64.4238 52.73 39.2045 45.0425 36.1856 34.5638 16.8214 32.8412 17.9261 9.89587 72.1264 3.40619
threshold=-0.37385828814585992 0.31100418645748124 -0.021216663305592753 -0.11828706846092683 -0.0095267319990997284 0.4086317535058725 0.65942625417413081 0.073589608651881064 0.081076883115852275 0.96833223994232398 0.44731266373647843 0.060551688285311489 -0.12535598849529447 0.095944603343234763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 9 10 -1 12 -10 -13
right_child=1 4 3 -5 7 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.076658553550810152 0.0037905613033424575 0.0035433171981600212 -0.027998413301275057 -0.0044967297779571506 0.0039031812976469647 0.031284193706127519 -0.27095657597402684 -0.062564768531599133 4.0313366341389925 0.90628376841724689 -0.070215835040727023 0.1002539684014237 -0.081293875031026502 -0.07849437682156668
leaf_weight=15.692693008752029 8144.5853861105734 1362.2154339824519 1320.4514650054753 3446.4948665712836 207.48167818134971 1026.2597328901429 4.7965087553020558 125.59004118612575 0.048642229190591024 0.40368723145729646 17.66320954326784 1.0800043869267018 0.34579753839716332 82.609304150388198
leaf_count=1703 82664 10269 35366 63379 6108 8539 23 8522 49 39 1920 44 94 5102
internal_value=0 0.00044694 -0.00177261 -0.0110067 0.0109808 0.0154628 0.00362885 -0.0211596 -0.0498926 0.00973345 -0.00111698 -0.0738325 0.425875 -0.0761876
internal_weight=0 15637.9 12916.3 4766.95 2721.55 2388.48 8149.38 333.072 117.843 33.7596 33.3559 84.0837 0.39444 83.6893
internal_count=223821 214870 181432 98745 33438 18808 82687 14630 8951 3662 3623 5289 143 5146
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=15
num_cat=0
split_feature=16 13 107 94 84 173 194 183 131 13 110 121 161 148
split_gain=31.9137 39.0132 36.7232 36.1791 35.3216 35.3181 35.0445 34.9827 29.4084 22.6061 16.6378 15.1711 19.2042 11.4139
threshold=-0.41868010917510667 -0.42700416682855019 -0.4144335755175263 0.0023317684590950312 0.97633930032536365 1.102971874088065 0.11533194427407227 1.152346422727949 0.23887127606271277 -0.30433634008384491 0.15707076855558602 -0.17704246937374057 -0.12743612581510952 -0.37715758981040953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 5 -3 -4 -6 9 -5 -10 12 -1 -13
right_child=1 4 6 8 7 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=0.1413148901534389 -0.058338288223069135 -0.001454636502797898 0.015211897705663474 0.0134514481850566 -0.05166278043871874 0.027049882521479298 0.071711646649707958 0.08332569931172773 -0.15443683125180138 -0.043646477063574246 -0.055936642613196731 0.49424933691500339 0.60743907612089276 0.009217871414743407
leaf_weight=2.2022306835278873 45.281052106292918 14900.081258046626 299.34784918988589 145.79629101924365 24.320887161360588 447.74180499379872 173.35643360705581 91.146167198428884 20.495668262417894 132.22633319802117 104.99909822578775 0.54369182547088701 1.4764673826284704 4.507597456511574
leaf_count=24 282 201192 3042 2135 1518 5722 1420 925 290 5406 1515 15 26 309
internal_value=0 0.000695764 0.0276913 -0.0274842 -0.000208526 -0.000623075 0.0359322 0.054893 -0.0318416 -0.0137041 -0.0720236 0.173923 0.328397 0.0614239
internal_weight=0 15981.3 517.985 412.247 15463.3 15347.8 472.704 115.467 403.517 278.023 125.495 8.72999 3.6787 5.05129
internal_count=223821 214101 4744 9720 209357 206914 4462 2443 9346 7541 1805 374 50 324
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=15
num_cat=0
split_feature=19 96 16 128 61 130 65 51 76 55 181 111 6 126
split_gain=36.4364 38.4066 67.2197 53.4849 56.736 49.2681 43.0397 34.3088 26.827 24.2325 17.6107 14.4089 8.10771 3.79878
threshold=-0.55112028651482736 0.83884466726589313 -0.42949699299326277 0.018233178734548272 0.017972342949733412 0.32859228738721652 0.21312165037346534 84.556753486574209 -0.054609579511881508 0.008619986021967941 1.2435015390664776 0.38868060576319013 1.1572323676332095 0.9306064657804658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 4 -2 -5 -4 -3 10 13 12 -11 -1 -10
right_child=1 2 6 5 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.12623931001917685 -0.041403340015437953 0.066414568230207929 0.25772461251502937 0.013684588461723985 -0.0032654696487146202 -0.0017873914976631177 -0.014496976319378166 -0.062078379567045254 0.034679940211187886 0.097902785967105208 0.098181099228709295 0.027022029867254056 0.059050509010793478 -0.12523131229877307
leaf_weight=15.651446368385228 439.04718099164165 154.88611482130364 5.8194662351161233 4516.8372268897947 3496.9589568755036 3780.9655581029365 2938.7786032180302 23.999992599710822 1.8615716222848258 88.160976752842544 6.0634949896484605 42.507842242717743 2.7811692414106792 7.3544405870779883
leaf_count=265 66024 1745 21 70444 49620 23898 11083 100 79 368 28 110 12 24
internal_value=0 -0.000446108 -0.0103432 0.00208077 -0.00751961 0.00663465 -0.013959 0.0491755 0.0468858 0.0637911 -0.0496519 0.0748446 -0.0982822 -0.0929303
internal_weight=0 15357.3 3123.48 12233.8 3936.01 8297.8 2944.6 178.886 164.381 139.885 24.4961 130.669 18.4326 9.21601
internal_count=223821 222935 12949 209986 115644 94342 11104 1845 886 581 305 478 277 103
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=15
num_cat=0
split_feature=117 114 172 54 172 76 185 22 135 154 102 55 104 190
split_gain=30.259 64.1991 62.0371 71.0156 47.7057 46.469 61.1682 68.6246 60.7207 46.6052 81.2099 69.5733 38.3348 38.1993
threshold=0.15535370309139276 11.758215365727935 0.22316884337052126 13.748822141790559 0.84472275799719976 1.3773198865963614 0.4268561013371826 0.074086962509235896 1.8031179601371219 0.16359012447669644 0.14846609337914332 -0.12470896387666536 2.0619122858210432 -0.11999999999999937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -3 9 7 -7 -8 11 -11 -2 -6 -1
right_child=5 4 3 -5 12 6 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.080441347333522817 0.09609443387368119 -0.091787614682459676 -0.0062184993051360125 0.021313592864437566 -0.014743997348289956 -0.078221880097944493 -0.037690056289670107 0.053193505124249064 0.053616294858796348 0.019270265243323582 -0.025228789047046504 -0.00163933979173421 0.43959711948453162 -0.065106250804034468
leaf_weight=20.4146611134056 73.318834313715342 96.686956091434695 1368.9548571896012 2968.1622324795462 341.79545194219099 43.395075028762221 256.05213855719194 471.29497817915399 101.78764035867061 516.29799691736116 1994.1590602417709 11087.38056502385 1.8672174362000067 154.50277593708597
leaf_count=234 526 816 13180 22592 11102 185 1098 2397 707 14256 33601 121271 16 1840
internal_value=0 0.00671175 0.0102686 0.0126234 -0.0297338 -0.00233842 0.0200363 0.0421135 -0.0117179 -0.00376643 -0.0160772 -0.00099729 -0.0122754 -0.0481194
internal_weight=0 4952.38 4512.03 4337.12 440.35 14543.7 872.53 514.69 357.84 13671.2 2510.46 11160.7 343.663 174.917
internal_count=223821 49780 37846 35772 11934 174041 4387 2582 1805 169654 47857 121797 11118 2074
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=15
num_cat=0
split_feature=118 186 169 120 106 186 104 97 43 14 26 113 165 27
split_gain=21.5146 43.7377 41.7553 52.5139 45.5667 40.8847 45.4019 42.6322 34.0523 37.1657 72.1582 37.1095 13.5583 28.8218
threshold=-0.043182760958422578 19.750000000000004 0.062747041657888997 1.5102369986381172 -0.19951290573095717 15.250000000000002 -0.08269020084034194 0.01688402341115779 27.080927369385989 0.028225152662511747 -0.025749614968092114 -0.41403932758723611 0.3287324875165894 0.20040360965700407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 11 -11 -1 13 -10
right_child=1 2 3 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.28243306343807539 0.042386311293849593 -0.014749940439546309 -0.0088284076144620385 0.011101170040512937 0.0092202019917358279 0.0063123791231967583 -0.073560782292507995 0.037691675605430623 -0.032401997258166212 -0.0098468024685599894 0.015207154922526021 -0.011400589974758112 -0.053452089656860546 0.68539336052903344
leaf_weight=4.303401207085698 51.391533488407731 917.55339534650557 6372.8250291827135 1668.2457347277086 5845.1397818996047 949.93140339641832 98.502142739598639 795.57331812812481 1.9840452224016183 2313.3191578612896 2285.1104576962534 3522.7091169901396 159.11976132716518 0.77904663980007161
leaf_count=82 334 7616 38789 13595 60766 9339 786 4905 77 21882 20232 42433 2969 16
internal_value=0 0.00200802 0.000176786 -0.00469371 0.00596796 0.0163107 -0.0338079 0.0206146 -0.00422451 -0.00331973 0.00260333 -0.0110421 -0.0496385 0.169979
internal_weight=0 16699.2 14803.8 8041.07 6762.69 1895.4 149.894 1745.5 8287.32 8125.44 4598.43 3527.01 161.883 2.76309
internal_count=223821 136130 120766 52384 68382 15364 1120 14244 87691 84629 42114 42515 3062 93
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=15
num_cat=0
split_feature=115 49 120 126 23 58 155 134 193 103 195 108 108 160
split_gain=30.1146 63.6556 52.1801 50.2322 47.7994 46.7996 40.7241 40.6629 39.5342 45.2383 36.1091 30.9913 29.9225 25.0798
threshold=0.1198696881974379 0.11698055299065847 1.586077324036584 0.89754155924503198 -0.034253658823183743 -0.051671330843098939 0.24362740872086683 -0.053995053838448666 -0.034094837569958854 0.58229815135067675 0.47628179445429164 1.680139052109682 1.2216816346533117 0.43078179233107383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 10 -7 -4 12 -10 -6 13 -2 -3
right_child=4 11 7 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.019131948492563888 -0.20630886400093829 -0.019369432527714163 -0.085520419505542677 -0.0055194165051881232 0.039888112057867048 -0.0016257651339819442 -0.05765106657230306 -0.015655515415391289 0.012452622871281528 -0.12216633612244564 -0.032980236247360621 -0.077721243419394626 0.056831282676529551 -0.12386931813550993
leaf_weight=1343.0178765589617 4.3965485901571801 994.97084613793413 106.83020716768806 2149.7525193836182 435.69452116379398 7490.5089853678655 132.02946433858597 378.33413219753857 2210.508565977274 25.247947088675573 80.582161126760184 109.70508834911197 252.78980193662574 23.509002449980471
leaf_count=27220 40 12690 887 97869 3031 50501 2021 6911 16223 159 1455 2720 1933 161
internal_value=0 -0.00625534 -0.000309208 0.00395937 0.00308824 -0.000622699 -0.00259618 -0.0310393 0.0152035 0.0109324 0.0285146 -0.0272211 0.052333 -0.0217815
internal_weight=0 5106.12 3977.93 3492.77 10631.8 8138.82 7622.54 485.164 2492.94 2235.76 516.277 1128.18 257.186 1018.48
internal_count=223821 148458 132887 125089 75363 57008 52522 7798 18355 16382 4486 15571 1973 12851
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=15
num_cat=0
split_feature=128 170 100 73 191 126 194 55 130 135 89 168 99 128
split_gain=30.8006 66.124 53.3982 76.2607 72.0516 58.5334 56.5882 49.8733 45.2358 67.0433 64.6175 33.3044 29.38 28.002
threshold=0.21882360441726592 -0.22284507399669978 0.10716147145342879 -0.057037194790485822 -0.075586178527354983 0.96782122348740829 0.03917690062324812 0.15298715521397435 -0.063614504678552411 0.05611364773112669 -0.060289125151995381 5.7832328380746345 0.035838213839202049 0.1929765917338106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 11 -2 -6 -5 10 -10 -3 -4 13 -1
right_child=2 8 4 7 6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0060930469164924752 -0.0099716622306729036 0.044154074928706571 0.083361035305442158 -0.046496275575821165 -0.025794741184375688 0.055299102227855605 0.0059113635503077744 -0.0010008086397652683 0.012552478655415681 -0.0074205554384139741 -0.011903092960232346 -0.0073869467428772781 0.054923710843323349 -0.23568353811237036
leaf_weight=100.69382764285547 556.0991616887186 220.0345704044812 150.26034688091022 909.96728036129207 759.7227474648389 182.47775377750804 2172.9341578191961 327.73472510396823 4923.1472692782554 2551.6768803707819 3141.2080621830974 55.334374769270653 341.20066656364361 5.0295439488545517
leaf_count=1201 5538 5269 1134 10576 4993 2417 14739 3611 63847 23455 81783 609 4603 46
internal_value=0 0.00295634 -0.00639887 -0.0192748 0.00170963 0.00615457 -0.0023023 -0.0344494 0.00140163 0.00573429 -0.00823346 0.0589369 0.0406516 -0.00540891
internal_weight=0 11283 5114.53 1976.28 3138.25 738.577 2932.66 1237.7 10836.1 7474.82 3361.24 205.595 446.924 105.723
internal_count=223821 180204 43617 22142 21475 7955 19732 14187 174354 87302 87052 1743 5850 1247
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=15
num_cat=0
split_feature=118 96 103 157 145 109 158 103 187 195 174 13 76 157
split_gain=37.8786 44.6149 43.5453 78.1041 54.6827 38.4366 46.8652 37.8865 28.981 30.8025 30.757 27.6228 27.7517 20.1435
threshold=1.2345021291604474 3.7969557995655161 0.30074705800441043 -0.081134663669409426 0.67131176476458998 0.38508268715292493 -0.18476735080952342 0.78379499173002987 0.36764705882352999 0.28234091265086675 -0.22536614037723765 -0.32648750532113907 -0.018173876882031571 -0.48838586149467594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 11 -10 -11 13 -13 -2
right_child=8 5 4 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.020053090696296558 0.14713674474065067 -0.14872925632853548 0.0019895404024057829 0.0036744616688599687 0.034240618335033571 -0.087244690555919546 -0.028165889084796 0.0055374835803951583 -0.076639804348082277 -0.16941215368294779 0.014101436641556782 -0.0039329722920220106 0.071403163898894659 -0.063013650903862281
leaf_weight=2568.9532223959613 5.2608151682652524 55.009918079711497 7768.0846689214522 3015.9975012947762 563.89193563978188 54.783505972474813 77.899274758994579 223.80097617488354 41.173395154066384 9.2378097856417281 803.92161891120486 63.315188855747692 214.724274938897 34.295420234149788
leaf_count=58045 22 211 32652 123873 2704 136 237 717 123 58 2710 588 1405 340
internal_value=0 -0.00136696 -0.000407443 -0.00723969 0.00417223 -0.0338182 -0.078066 -0.0127081 0.017332 0.00774397 0.0120167 0.0431239 0.0542476 -0.0350645
internal_weight=0 14328.4 13916.9 5584.95 8331.98 411.494 132.909 278.584 1171.93 854.333 813.159 317.596 278.039 39.5562
internal_count=223821 218575 217274 181918 35356 1301 448 853 5246 2891 2768 2355 1993 362
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=13
num_cat=0
split_feature=16 151 1 88 95 191 101 83 14 113 45 4
split_gain=31.0611 33.4306 98.1968 74.3666 31.2323 52.6906 45.3303 14.1277 15.2364 5.32472 6.02239 5.14911
threshold=-0.5416544453060318 1.4468530151797518 -0.4830965277239791 0.00029682807489701037 1.4169359367761951 1.0591275269797868 0.66906512020496522 1.282617686110801 -0.36343569708159856 1.1598838147846811 -0.26378914749626808 -0.099883410010591533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 -2 -6 9 11 10 -1 -9
right_child=1 2 3 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0795588748595253 -0.00070537744175424221 2.3580094334832644 1.781868712316911 0.090706681149539559 -0.061204248724711675 0.01936051631136658 -0.0051130134810133485 0.10252857331135941 0.18195653893227492 0.052067250845897486 -0.097385201018407114 -0.083632110512318059
leaf_weight=1.9914445639587928 17219.12415650209 0.20484927296638389 0.26830462389625509 8.4215867000748386 197.32191279879771 1416.260661048349 533.95937168947421 1.8696104288101185 4.3574001323431721 2.7088915877975515 56.393769267568132 7.2372824151534578
leaf_count=9 209662 1 17 514 2088 5324 3563 2 25 19 2409 188
internal_value=0 0.000113106 0.193936 0.142922 2.40865e-05 0.0008196 -0.0202481 -0.0645556 0.0281691 -0.0849908 -0.0913499 -0.045414
internal_weight=0 19375.6 8.89474 8.68989 19366.7 18635.4 731.281 74.5584 13.4643 61.0941 58.3852 9.10689
internal_count=223821 221169 532 531 220637 214986 5651 2652 215 2437 2418 190
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=15
num_cat=0
split_feature=63 62 77 15 71 43 139 16 74 110 116 15 151 111
split_gain=20.912 60.1607 45.5434 37.8862 33.1715 30.5895 25.5621 36.1997 33.125 24.7123 15.2536 12.5694 18.6929 11.7859
threshold=0.0090892625378989067 -0.11311418965221072 -0.0090190204480241655 0.41060857578886661 -0.078716016248119178 0.46257001165856804 -0.33771842608382624 0.6190717801369815 0.34318498224763688 -0.29722481978153659 0.41899293457901832 1.6844289528787644 0.16196711901452496 0.27543735001128772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 11 8 -8 -7 -1 -11 13 -13 -2
right_child=5 2 3 -5 -6 6 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.057464776481691474 -0.010086746043035274 0.052841224071507625 -0.23335779135871909 0.05296861324757416 -0.020357834140162692 -0.0090360108705209823 0.0016672644756070888 -0.017326120595028843 -0.068549080742052543 0.10028446029055685 -0.06571091910940606 -0.018079972681105512 0.076153238441401039 -0.054736007124869979
leaf_weight=12.195985232247038 88.214454595814459 71.330300129251555 4.7376814046874633 188.0276678383816 468.72200876055285 1179.6499813109403 21253.140970078472 1053.186054507154 101.57925876043737 111.90957843454089 5.8238856121897689 179.21020111662801 23.852580527542159 179.25082938710693
leaf_count=104 1724 579 39 2312 2923 11612 187714 7852 828 1015 121 4158 243 2597
internal_value=0 0.0153235 0.00420433 0.0459314 -0.0106897 -0.000522089 -1.84638e-05 0.000770498 -0.0137544 0.0780367 0.0920732 -0.0257688 -0.00701096 -0.0400099
internal_weight=0 862.747 732.818 192.765 540.052 24058.1 23587.6 22306.3 1281.23 129.929 117.733 470.528 203.063 267.465
internal_count=223821 7093 5853 2351 3502 216728 208006 195566 12440 1240 1136 8722 4401 4321
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=15
num_cat=0
split_feature=58 116 143 132 174 55 127 116 133 55 130 79 74 77
split_gain=30.0788 48.8259 61.1772 48.6118 46.168 43.8239 34.2945 33.5019 28.7427 27.7345 26.8359 41.3011 25.2174 17.6365
threshold=0.81002738581110811 0.36300019912827924 0.46347981135183303 0.045694835176940458 1.3662367345399298 0.646142304739587 0.71692615686809558 0.72521515200126252 0.14035349377106568 0.057093547948054088 -0.098924349989753455 -0.036248265321635449 -0.1549316875896202 -0.17652731619650322
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 12 -3 -4 -6 11 -2 -7 -12
right_child=5 4 8 -5 9 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.018971210142667897 0.00081670461966794903 0.012395862803673127 -0.025281595485033555 0.0020272062206021955 -0.15367428206515343 -0.050295042332044251 -0.08920226687948489 0.042095320888440313 -0.096477322623706743 -0.014579287536034 0.097147550502434898 -0.12280604773902473 0.0021189432859865984 -0.030851382639577686
leaf_weight=1243.1393730238524 39.459389185823966 2110.6445045474975 159.1481402557838 9743.1871799625642 14.947857973515054 100.0645465850248 47.084393411700148 463.16165299844579 88.092395307023253 349.63042990351096 11.760122974868862 85.760599108150927 1110.3741226293223 127.17166314231872
leaf_count=22565 333 22106 1163 156619 377 1132 211 5657 781 2227 51 500 9035 1064
internal_value=0 0.00154607 -0.00145589 -0.000348834 0.0130227 -0.013249 -0.00547105 0.0177403 -0.0506488 -0.0202822 -0.0502766 -0.08385 -0.00221402 -0.0200167
internal_weight=0 14172 11233.6 10986.3 2938.38 1521.67 1257.52 2573.81 247.241 364.578 264.152 125.22 1210.44 138.932
internal_count=223821 211495 181128 179184 30367 12326 10378 27763 1944 2604 1948 833 10167 1115
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=15
num_cat=0
split_feature=73 86 166 161 16 93 158 64 192 117 158 43 173 2
split_gain=30.2997 62.8406 43.592 43.749 31.9684 30.2605 30.399 25.7355 39.6363 26.3631 28.5051 22.7865 19.9034 12.0621
threshold=0.59254971633777587 0.9339417223005152 -0.41263593544585381 -0.22394237245840987 -0.0027857433763284075 0.13455162201379736 -0.38099405102532719 0.036479268315511133 15.247097539988612 2.7430293531004661 -0.096553171456859724 0.73739887010663474 -0.025894076991219015 -0.17239143418920869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 -7 8 13 11 -11 -9 -10 -2
right_child=7 5 3 -5 -6 6 -8 9 12 10 -12 -13 -14 -15
leaf_value=0.0017070134350465804 0.56234920571786962 0.3460960383995117 -0.0071644356374650081 0.0041401985626404736 0.057695869970749242 -0.011543225958210231 0.055908085877700853 0.00079867130935052245 0.095167532270016841 0.0070248695081737769 -0.047185957389407771 -0.038969971320565081 -0.080251062747824273 0.15621229192972275
leaf_weight=185.87216588156298 1.9773825590964409 3.2489275224506846 5878.8125342070125 8196.2588308403247 225.95066491910256 88.21233175706584 275.46325203182641 194.7695596027188 19.963978813757421 598.49752414331306 115.75529207731597 553.57289886336366 9.5679968411423051 1.1604084371356282
leaf_count=2230 15 22 39347 154432 3733 662 2352 1086 127 5216 2101 12171 223 104
internal_value=0 0.00139198 0.000356838 -0.00058147 0.0324259 0.0422616 0.0395472 -0.0135424 0.0742378 -0.0155031 -0.0017608 -0.0286195 0.0383341 0.412153
internal_weight=0 14853.8 14486.9 14075.1 411.823 366.925 363.676 1495.27 32.6698 1462.6 714.253 748.342 29.532 3.13779
internal_count=223821 202778 199742 193779 5963 3036 3014 21043 469 20574 7317 13257 350 119
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=15
num_cat=0
split_feature=33 151 190 183 127 128 98 61 18 67 120 57 191 16
split_gain=33.9721 39.7144 51.7151 51.6784 51.4422 62.0891 38.0539 30.9002 20.4088 21.2883 26.9587 14.1739 13.5995 11.7153
threshold=3.1171164234673614 -0.086048023877549409 0.83621460506706458 1.431256160171823 -0.42606955581854583 -0.17428591251442513 2.1543278586114192 0.045014543884585485 1.1990770763636311 -0.025951053558192192 0.25472455567303975 5.0838426666461745 -0.25 -0.34994509138866597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 9 12 -11 13 -1 -10
right_child=1 2 6 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.095105795695524187 -0.050691990359435668 -0.0059931465489116709 0.015856180186394925 -0.031848448775855458 -0.028997450532493335 0.0062373735735279622 -0.018606482403032126 0.06066642119749887 0.047333919511378997 -0.067553946703120829 0.054730583226138579 0.038157498193414637 0.065689063908585962 -0.16853681944332377
leaf_weight=5.4202602040022603 27.921407445159275 5500.7123693227622 1578.9515199864982 899.46071030077292 545.66064269864 5991.8611854603878 401.97746906150132 231.66011535387952 3.2779153725132337 34.225403244723566 38.094934479799122 9.857242099940775 177.82434744690545 10.787327641621234
leaf_count=52 2293 131106 4528 3349 11655 63386 1368 3476 47 142 793 79 1489 58
internal_value=0 -0.000650073 -0.00525662 -0.00962677 0.00502998 0.00329646 0.00886289 0.0486884 0.0345337 0.0428013 -0.00314024 -0.0537895 0.0609329 -0.118228
internal_weight=0 15178.2 8381.1 6400.17 6797.1 6537.52 1980.93 259.582 279.487 255.565 72.3203 23.9225 183.245 14.0652
internal_count=223821 221161 140351 134455 80810 75041 5896 5769 2660 2476 935 184 1541 105
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=15
num_cat=0
split_feature=95 95 28 172 109 157 89 91 158 77 118 72 49 125
split_gain=30.7931 66.3277 62.2167 54.2925 51.2318 41.7843 61.7306 46.2604 41.3552 29.2655 33.5123 26.1202 24.1143 23.9494
threshold=-0.034670238587282007 -0.028039777354277554 -0.083645185016789247 1.3196878253241529 -0.21001635520075249 -0.22184682412453596 -0.097296514798914047 0.0076600469420682544 0.43133570780642311 -0.024204496292270079 -0.089018559225469293 0.16202431985230689 0.46856100693745611 1.0869442063441646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 -4 11 9 7 -7 -6 -1 -11 -3 -2 -8
right_child=1 4 3 -5 8 6 13 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.054711781273677963 -0.076787837691757788 -0.0077114629532720374 0.068089629301646401 -0.071162275985807974 1.7271263244963955e-05 -0.07358739020080847 -0.06222545973195192 0.072515652480306211 0.052268418616349177 -0.055967842916254631 0.055857077939018986 -0.062244945156134504 0.068633773609501958 0.12463712226339085
leaf_weight=47.407243791501969 55.484325372803141 158.75631518170121 329.08865632361267 30.602306264336221 17825.663704825449 30.789737603248795 343.47652148813359 73.179646436765324 152.7724546421814 33.278059871750884 137.66054411302321 196.59927595943736 14.352636672585502 6.998575434787198
leaf_count=551 2486 12601 2770 1530 148411 1451 13997 1877 14658 1095 1384 20674 329 7
internal_value=0 0.000628132 0.0394721 0.0562422 -0.000281912 -0.0211458 -0.03842 0.0292484 0.000461277 0.0148072 0.0340872 -0.0378819 -0.0469013 -0.058494
internal_weight=0 18763.3 429.528 359.691 18333.8 672.79 454.444 103.969 17978.4 218.346 170.939 355.356 69.837 350.475
internal_count=223821 203459 7115 4300 196344 20362 17332 3328 163069 3030 2479 33275 2815 14004
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=15
num_cat=0
split_feature=131 180 28 5 195 21 126 195 91 21 87 142 87 95
split_gain=21.6659 30.751 29.6414 28.3794 84.098 71.3705 57.9354 39.3972 136.087 54.6598 24.2053 32.285 28.3362 20.9883
threshold=-0.45465607954841986 30.248326639892909 0.90710813462242701 0.015734103795464607 0.3932235667612915 0.11953211511966302 0.89642835351211814 0.30939881799266189 0.14849213784885965 0.023453477691312556 0.028676655547097564 -0.0011245163869651228 0.016003153967846007 0.0070764597007713951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 -6 -2 8 -5 -9 12 -12 -3 -1
right_child=3 10 -4 7 5 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.17644462003433842 0.0073744710703067071 -0.028610886883649284 0.33478414134221951 0.0069802621839068881 0.01848132265419522 -0.011640103865892206 -0.015352291086901344 0.038253516815554507 0.083942930159383589 -0.0017985553307655671 0.03093648647772931 -0.048236886541304015 0.024668657548114398 -0.058783008257082284
leaf_weight=6.613854480674493 1442.9615747871576 196.60534159396775 4.4320506509393445 4422.0996923884377 2439.6605918837013 1160.9537676292966 5037.750345882494 354.18729307223111 242.34153401735239 8972.1703400465776 60.640472969796974 341.84872405894566 202.77246408548672 8.8940178831107897
leaf_count=115 17024 2200 34 23576 33230 11860 60944 2128 2758 61625 725 4679 2762 161
internal_value=0 -0.0159511 0.106718 0.000560683 -0.0034842 0.00876921 -0.0102921 0.0034753 0.0109789 -0.000277497 -0.0190015 -0.0363083 -0.00155975 0.0415377
internal_weight=0 821.807 19.9399 24072.1 10081.3 3600.61 6480.71 13990.8 4664.44 9326.36 801.867 402.489 399.378 15.5079
internal_count=223821 10676 310 213145 123058 45090 77968 90087 26334 63753 10366 5404 4962 276
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=14
num_cat=0
split_feature=1 20 106 108 145 86 112 100 108 111 77 58 77
split_gain=28.3845 28.3948 48.3352 31.1956 29.7306 28.8381 25.4109 3.24027 0.374477 0.344106 0.125906 0.0759199 0.0234168
threshold=-0.4830965277239791 0.4590475098847876 0.18296063338168153 1.3119418778215708 -0.31899162674791753 0.19370304105069816 -0.17564557938445449 -0.084968799215867849 1.4165744348635523 0.2333755222605039 0.021248541944671715 -0.31365903051973676 0.059005476633836741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 9 10 -1 -10 -13
right_child=1 2 3 -5 5 -7 -8 -9 11 -11 -12 12 -14
leaf_value=-0.14025213355461794 0.0044018391377465601 0.042691298886347248 -0.041699310975454401 0.013495248622852519 0.00015924983463319647 0.014985794525286658 -0.05252638601622292 -0.081037269482659671 -0.13063367608020868 -0.22566747357800346 -0.094793921450158983 -0.087154450381559251 -0.081824880124229574
leaf_weight=0.93194656305604429 4.8871182549337382 30.544192504312377 131.39536405788385 464.03706912710913 13153.502538125626 1457.190179686284 340.15757678439331 48.390061317417349 0.35531665282178337 0.28728833255445341 1.7598312060654278 14.696202650187841 18.777857968383614
leaf_count=17 66 315 853 2655 147890 31354 19532 18502 21 15 185 195 2221
internal_value=0 0.000272032 -0.0163332 0.00131535 0.00136607 0.00163797 -0.0446809 -0.0731999 -0.087646 -0.121636 -0.110532 -0.0846528 -0.0841647
internal_weight=0 15630.1 966.134 595.432 14664 14610.7 370.702 53.2772 36.8084 2.97907 2.69178 33.8294 33.4741
internal_count=223821 221167 23355 3508 197812 179244 19847 18568 2654 217 202 2437 2416
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=15
num_cat=0
split_feature=157 125 108 195 158 29 166 137 41 63 10 92 77 18
split_gain=29.201 32.6467 58.534 72.0674 69.4361 50.4399 56.0483 51.7962 10.6752 15.6598 15.1349 11.2019 16.0726 6.69082
threshold=0.27366379671925084 0.079106367343147119 1.7669963017232029 0.30808463179275009 -0.10510665676743178 -0.032680379196046064 -0.34193825124593774 0.020074420921903726 -0.13134795924523426 0.012845003518328381 -0.2080503318238682 1.2797064829363689 -0.1502009585338939 1.2808238308696389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 10 -2 13 -13 -10
right_child=8 2 4 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.034644781685103682 0.32737106201136801 0.0076902718765025279 0.022446566478248272 -0.014514289973372653 -0.021601310249653057 0.020348210606742665 -0.018527755429076417 0.0011995650205272584 -0.052614190318449119 -0.06099194805468753 -0.08482632229129615 0.61971348499520029 0.03913854162872616 0.046739684019991429
leaf_weight=233.40512679424137 3.0087994830682874 2089.4638115337293 1476.1264149915078 4865.0227013367403 472.41196767886868 2571.8675177904734 1315.7240878292832 3133.9393685324394 165.31119165786731 4.5664463240536861 1.2654068852716571 0.56198301003314588 3.1472504833945996 7.0679305417143032
leaf_count=3240 32 17802 11240 39811 6004 31228 21585 35098 52657 506 139 26 96 4357
internal_value=0 0.000506659 -0.00355099 -0.00784297 0.0117674 0.00548607 -0.0105163 0.00983073 -0.0394572 0.0677707 0.205337 -0.0448406 0.127101 -0.0485405
internal_weight=0 16158 8903.02 6954.49 1948.54 7254.94 1549.13 5705.81 184.929 8.84065 4.27421 176.088 3.70923 172.379
internal_count=223821 166008 74857 57613 17244 91151 24825 66326 57813 677 171 57136 122 57014
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=15
num_cat=0
split_feature=20 6 173 168 63 151 196 25 131 178 142 102 53 141
split_gain=34.9911 37.6446 116.698 60.4866 54.1737 50.1041 95.5138 63.1702 17.5405 15.1743 36.3446 14.2146 10.9637 5.79935
threshold=1.0906619137391818 0.83378517605250757 -0.014722033031000314 11.938722784896742 0.20297496675197288 0.20477721057093964 0.31447576986783671 0.15736495629513711 0.66599767741515159 -0.23014517212804769 -0.14828993729539872 0.52256283949718807 -0.068014829161654064 68.604198858304471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 9 13 -11 12 -10 -2
right_child=8 2 3 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.0025521144824390829 -0.10869203619697065 -0.030948875389377569 -0.03790652107976844 0.0029380870451361598 -0.13006546016126719 -0.031227288536036787 0.011193478891807841 0.012941192208195694 0.017666825991324974 0.81444702070556996 0.072382019083638657 0.092394105808796992 -0.11605768490783597 0.10377559491817899
leaf_weight=5716.5593544001676 6.3785352047998449 109.04157927953929 449.56983223908901 1873.5195847391296 111.56179305282421 1181.9859928748119 963.38184012990678 4876.5563908707627 11.388196824816985 0.66416114107414514 105.81792199223128 9.0165609000250679 13.281390804157128 1.6086719856248235
leaf_count=111621 140 5821 11859 18768 407 43549 3984 25209 46 28 2287 41 53 8
internal_value=0 -0.000459987 -0.0115667 -0.00496626 -0.0810733 0.00175786 -0.0121782 0.00458025 0.0483732 0.0670388 0.0770105 -0.0150548 -0.0543266 -0.0658998
internal_weight=0 15282.2 2543.69 2323.09 220.603 12738.5 2145.37 10593.1 148.155 114.469 106.482 33.6861 24.6696 7.98721
internal_count=223821 221218 36855 30627 6228 184363 47533 136830 2603 2463 2315 140 99 148
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=15
num_cat=0
split_feature=152 110 102 88 185 25 129 167 46 102 130 110 124 75
split_gain=29.6252 34.3347 44.0661 48.1927 44.4608 43.3335 33.0563 42.4134 48.2503 36.9087 88.5771 72.4922 32.4793 26.9442
threshold=-0.37986751354331821 0.24185555854039428 0.48797608823634325 0.0048401215793098988 0.35212300162034976 0.15119200216777384 1.0139366020900127 -0.15835114127230565 -0.099198596779678766 0.15341214443859566 -0.3747954953705695 0.030099546218958089 0.1217028977475122 1.5611100705535552e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 7 8 -2 10 -8 -11 -7 -9
right_child=6 5 4 -5 -6 12 9 13 -10 11 -12 -13 -14 -15
leaf_value=0.050470108498429027 -0.10197553698291573 -0.033726368104686814 0.06048806417272521 -0.072607305707900499 0.25262979277987369 -0.075211593708197425 0.11400691629645628 0.14278333266785087 0.0091439526439976906 -0.018932985244822439 0.0077475304210953434 0.00082702429471702985 0.045416668754178796 -0.064258113035400549
leaf_weight=177.41154726812965 44.14339472935535 184.23869925824692 32.781350773759186 38.766214606992435 19.036455483175814 25.158664146438241 81.08591956597229 6.4720869211014351 340.46610809792764 2153.7371321876271 2412.249680110559 13456.813823948556 197.87431804975495 218.21779467607848
leaf_count=2382 581 620 244 489 68 109 2973 579 2147 74081 41517 84083 529 13419
internal_value=0 0.0204544 0.048252 0.0283992 0.131076 0.00216285 -0.000865739 -0.0237757 -0.00360974 -9.46884e-05 0.0112032 -0.0018992 0.0318095 -0.0582944
internal_weight=0 675.267 267.996 216.178 51.8178 407.272 18713.2 609.299 384.61 18103.9 2493.34 15610.6 223.033 224.69
internal_count=223821 4441 3183 2871 312 1258 219380 16726 2728 202654 44490 158164 638 13998
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=15
num_cat=0
split_feature=139 95 190 130 130 49 154 108 192 2 20 168 26 69
split_gain=21.1176 33.5947 40.2484 34.8418 31.7361 30.9696 33.4129 28.2999 19.9905 17.7984 22.0437 14.4871 13.2057 12.9134
threshold=0.77712389175470364 0.88354975777506606 0.88669950738916403 0.2567543607668013 1.0804307497483621 -0.051411831942806997 -0.17232664313078419 1.759037177079769 13.938421698034201 0.049922805283567552 0.3410704331599726 6.3373808887649519 0.80902582322072669 0.012655148631184594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 -7 8 11 10 -9 -2 -3 -10
right_child=7 5 3 -5 -6 6 -8 9 13 -11 -12 -13 -14 -15
leaf_value=0.00059170441647715503 0.097057347851613546 0.0071370258429759225 -0.05495435857864206 -0.0077856300161054104 -0.056931945885276405 -0.0037806804326935002 0.036938938688972404 -0.0042300990531363046 -0.16287085733477616 -0.068350579140942225 0.065518547367416358 -0.087485617301326188 -0.071091881786334035 -0.044730628616033892
leaf_weight=22491.418020191952 16.548863150062974 37.229603623738512 239.80677980463952 451.33199938479811 96.319935429608449 298.44486619689269 620.45790391135961 196.96876912954031 9.6027488862164301 31.057386703789234 58.850141891743988 5.7256914488971224 51.331058959010988 253.4668870907044
leaf_count=203100 189 279 1831 2567 508 2650 4414 2170 41 62 577 141 594 4698
internal_value=0 0.000392792 -0.000380935 -0.0241519 0.000346409 0.0182709 0.0237139 -0.0190428 -0.0413412 0.0031365 0.0118153 0.0496204 -0.0382056 -0.0490431
internal_weight=0 24286.3 23278.9 691.139 22587.7 1007.46 918.903 572.22 285.344 286.876 255.819 22.2746 88.5607 263.07
internal_count=223821 215943 208006 4398 203608 7937 7064 7878 5069 2809 2747 330 873 4739
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=15
num_cat=0
split_feature=191 118 120 96 157 185 191 129 110 184 148 138 23 1
split_gain=27.5241 25.9512 29.1484 28.0302 70.0838 35.7961 18.4482 11.9361 8.50784 10.4348 6.59618 6.14809 5.14251 0.945239
threshold=2.7385566629752791 -0.21806870596601549 0.5479290110150753 0.64047857433940347 -0.32592946301694592 0.89341716478022193 0.17647058823529418 1.0175614669496567 0.84594953683607277 1.4807315154697516 0.45514827942503161 1.6431719730907643 0.39357668281429059 -0.26389265795910449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -4 -1 11 -10 -11 12 -2 -13
right_child=8 3 6 4 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.0086296584524604408 -0.025853341711421847 -0.00040291395517796057 0.05126933647732123 -0.050596761772565051 0.027305188103810225 -0.032878345846027883 -0.079719849298848011 -0.097308270187944634 0.20769564945876692 -0.047382535284721639 0.17825895227332511 0.23171159020126628 -0.080164813632885135 0.073229044850911404
leaf_weight=20.952029905954987 23.773193103654194 13965.127033106361 220.72972851389932 134.20114447953165 828.00549502379727 347.86504172917194 11.302411472977836 21.600089673818729 2.4781175499083465 10.088996543141546 1.4864255277789187 0.58372261351905752 65.378240612742957 1.0592766441550328
leaf_count=2625 270 193988 3418 5346 10212 4264 168 1764 25 217 37 18 1434 35
internal_value=0 0.0004662 0.0309362 -8.15223e-05 0.01644 -0.0011922 0.0448888 -0.045146 -0.0509424 0.0214623 -0.0184074 -0.0621495 -0.0656821 0.129535
internal_weight=0 15549.8 274.584 15275.2 962.207 14313 232.032 42.5521 104.848 14.0535 11.5754 90.7944 89.1514 1.643
internal_count=223821 221785 7975 213810 15558 198252 3586 4389 2036 279 254 1757 1704 53
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=15
num_cat=0
split_feature=106 95 193 112 169 132 63 180 112 157 176 52 96 101
split_gain=28.7883 58.0563 60.1325 39.3333 55.8507 43.0879 66.1716 58.1759 35.1231 32.3466 23.8634 22.5351 21.864 26.3209
threshold=-0.27954675732166451 0.011368968685228258 0.22532402886231492 0.47293543689077461 -0.093441457119436647 0.066458998795981147 0.016475432488883935 29.916331994645251 0.85538833197113318 -0.16168131538376732 -0.28414939368484637 0.56143545523487959 0.014266658447338208 0.14264237198166485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 5 9 6 -2 -7 -6 -5 -3 -4 -1 -14
right_child=3 2 11 4 8 7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.061181295102038138 -0.0031855307228338655 0.037479915588695574 -0.00064422686762444703 0.074563723589577566 0.015556731416265762 -0.043125345729445069 0.025476957209317908 -0.0023095356679871007 -0.02331772919775324 0.01000569229633066 -0.051856847252527295 0.27736726669665801 -0.14066994117788331 0.053971538362631091
leaf_weight=123.74326486387872 1829.188512155386 31.781143841799349 528.02644264564151 221.12167229456827 984.28307454075548 362.08891808267072 1439.1883535538291 9817.6189889336965 304.25810411683051 119.58553713554284 505.15628670176375 2.9318325733765951 13.017891466763105 14.898927002213894
leaf_count=1527 35463 207 4377 1351 10124 5760 19074 137212 1862 661 6027 43 51 82
internal_value=0 -0.0147496 -0.0229719 0.0012238 0.015898 -0.000553993 0.00943563 -0.00376134 0.00637746 0.0519044 -0.046569 0.00089089 0.0431469 -0.0367917
internal_weight=0 1219.56 1067.9 15077.3 1629.25 13448.1 3268.38 10179.7 1288.54 340.707 536.937 530.958 151.66 27.9168
internal_count=223821 12314 10654 211507 13998 197509 54537 142972 11986 2012 6234 4420 1660 133
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=15
num_cat=0
split_feature=130 145 109 71 63 114 115 16 70 46 181 15 89 155
split_gain=33.2756 75.0143 57.6107 51.9279 53.3735 45.8545 54.7588 42.7879 47.3435 37.574 39.2992 35.5392 34.4212 33.1448
threshold=0.32859228738721652 -0.24361355863494261 0.63529596432402846 1.7163136782712256 0.49512452333471518 4.390638523793144 0.062140581528458798 -0.39973511463682249 0.056511830053499156 -0.081327021133533586 -0.014331801430191266 1.3205503247397761 0.47862454604218857 0.1299563779716362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 -7 13 -9 12 -11 -5 -4 -3
right_child=1 7 9 11 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.00079573421255952367 -0.075634240012894358 0.071650077550433691 -0.12722985095202499 -0.073501648047837445 0.02833419372251041 0.044651071347840562 -0.021799906121481267 0.020979196871541022 -0.015545836279532425 -0.040320241743587976 0.053620243615190792 -0.0031532864866831208 0.081624839890633322 -0.0054531697450032682
leaf_weight=8158.5922632166694 43.993049330514623 109.20566311199218 25.038034665863961 150.69973995164037 770.2393055264838 547.00421105505666 160.36372936400585 386.75672775215935 4305.447136335657 49.734222787199542 425.78728236322058 137.18414466269314 11.522620739007833 113.90605114249047
leaf_count=182656 1956 516 52 738 7207 4152 571 7892 13622 582 2314 448 87 1028
internal_value=0 -0.00600236 0.00363739 0.00182353 0.00317132 0.0234255 0.0295863 -0.0105007 -0.0125352 0.0362842 0.0437951 -0.0399788 -0.0614063 0.0322863
internal_weight=0 5666.68 9728.8 9216.72 8928.83 751.361 707.368 4915.32 4692.2 512.082 475.522 287.884 36.5607 223.112
internal_count=223821 29737 194084 191049 189863 6679 4723 23058 21514 3035 2896 1186 139 1544
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=15
num_cat=0
split_feature=19 9 129 1 158 112 128 61 15 139 139 78 95 114
split_gain=32.619 55.2523 40.6513 36.3098 31.524 88.7652 82.0355 33.1316 32.8138 30.8572 24.2062 23.0667 22.4255 20.4138
threshold=0.47233909818251169 0.21118510068555238 1.0197944752582206 -0.54541238216397847 0.43854105725092046 -0.12859678277294972 0.63975605742203878 -0.3251784799005179 3.4348742703920174 -0.017894038204010726 0.13977451014998651 0.007977256192039062 -0.0032023621929748989 7.2012920052920402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 13 7 11 -7 12 -9 -3 -5 -6 -1 -2
right_child=1 2 -4 10 5 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.082750825372655934 0.13288965144301632 -0.085899176838625982 -0.077266162152843806 -0.012522062578153534 0.030829572596272781 0.068035200969994561 0.4220645819407709 0.00043255077029209153 -0.03772046456181808 0.05524983884148104 -0.060232812795340887 -0.083381040682133548 0.089901470053962554 -0.054722893474940373
leaf_weight=8.5700076317880285 18.560502529144291 17.155204791837605 34.41860027576331 156.80338081985246 26.22792387411755 137.13711811348912 6.8732478732708833 18107.478173554875 228.26525299513014 159.38788054266479 330.41902654548176 54.283070611258154 61.584661908680573 8.4354535911697877
leaf_count=463 14 3119 350 15260 6326 10015 201 168560 6241 1138 2887 9058 126 63
internal_value=0 -0.0209431 0.0221516 -0.0386231 0.000674329 0.0379185 0.0849321 0.000220011 -4.24236e-05 0.041534 -0.044878 -0.0461749 0.0688105 0.0742662
internal_weight=0 725.18 210.962 514.218 18630.4 224.521 144.01 18405.9 18335.7 176.543 487.222 80.511 70.1547 26.996
internal_count=223821 22831 4607 18224 200990 25600 10216 175390 174801 4257 18147 15384 589 77
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=12
num_cat=0
split_feature=124 96 65 24 81 8 141 121 110 152 76
split_gain=20.9432 22.9395 59.7903 50.0152 43.1253 49.8541 40.8232 36.7686 8.79554 6.58602 6.1953
threshold=1.2607619470568825 0.13477067330358425 0.1239427934776446 0.16618088028618055 0.19373079129944257 0.12339798814434176 12.457557304919263 -0.20597403733183214 0.53297313369732546 -0.39501021946088516 -0.0062887491975970556
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 -2 -10 -11
right_child=8 2 6 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.02024018930680066 0.10424977750486936 0.018785587299941352 0.012977800920083733 0.083433251806609474 -0.018119130533008732 0.004949148609532654 -0.0057966525633152393 -0.0002770278167814044 0.10018942827366062 0.089530040839992123 -0.067848899599201248
leaf_weight=930.94736480189022 3.5234870212152591 517.54002277989639 1963.9124200537335 155.66925003495999 2816.6471071686246 1403.7580254435306 2822.9236783732194 14143.338043061725 2.5712984730489543 2.5889623239636412 73.888896743766963
leaf_count=21689 26 2772 14922 870 23579 9582 22677 126850 26 15 813
internal_value=0 0.000107887 0.00583036 0.0337344 -0.00151147 -0.0104463 0.00190601 0.00099006 -0.0503381 -0.0572286 -0.0625212
internal_weight=0 24754.7 5460.05 673.209 19294.7 4220.41 4786.84 15074.3 82.5726 79.0492 76.4779
internal_count=223821 222941 41241 3642 181700 33161 37599 148539 880 854 828
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=15
num_cat=0
split_feature=106 111 68 35 19 77 25 128 64 155 39 180 128 110
split_gain=27.1674 48.2756 46.2105 43.6661 41.0275 34.3058 50.7465 41.3288 33.8077 33.0043 38.5128 26.328 33.8777 17.2503
threshold=-0.03023233172487054 0.50961275492194658 0.098296629418191908 -0.073441595154401337 0.29323593868490966 -0.029323673258195567 0.16407810187008717 -0.23502369815900734 0.15736515509740984 -0.17397530304021799 0.090532831958996265 34.916331994645255 -0.3926237771269292 0.094334842058862625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 11 8 -5 7 -7 -2 -4 10 -3 12 -1 -11
right_child=1 9 3 4 -6 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.14852603058037103 0.0074529136162359028 0.36189381673196891 -0.090041992167290086 -0.0023460912700571041 -0.064341107833165906 0.014868116542321293 -0.013304977102559991 -0.0065727578239990498 0.0708907914798 0.070954010928157105 0.081475085273715497 -0.055190063431752139 -0.018958083279276214 -0.038170482708658887
leaf_weight=13.319235038761688 3077.143035828296 5.212584386143134 14.70886012422852 1215.1638835511549 117.02902019907197 3071.593455161672 807.40767601330663 6622.1091254168678 115.9860695846146 23.159455589295249 81.073765105509665 311.52081873897441 129.51496443783981 38.680962221202208
leaf_count=887 26931 48 95 11054 1095 47403 7740 45331 1927 305 306 61592 18502 605
internal_value=0 0.0016751 -0.0110329 -0.00238072 -0.00779216 0.00105569 0.00900393 -0.00212303 0.0527789 0.0584545 0.0984153 -0.0388902 -0.00334025 0.00269703
internal_weight=0 13726.4 1917.24 1462.89 1332.19 13578.3 3879 9699.25 130.695 148.127 86.2863 454.355 142.834 61.8404
internal_count=223821 128669 95152 14171 12149 127405 55143 72262 2022 1264 354 80981 19389 910
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=13
num_cat=0
split_feature=13 125 106 128 142 13 190 3 82 193 176 67
split_gain=28.3038 31.0066 44.2719 51.2241 46.3809 37.7982 40.6533 35.4028 25.9199 20.467 18.053 8.01256
threshold=0.21313968848426448 0.079106367343147119 -0.089718548982972227 -0.22195261439673569 -0.0073121464672247167 -0.076374432137294765 -0.16224050137093651 214.52310339211314 2.1084660218099671 0.092450364152322689 -0.23996955152873325 -0.017552224465695928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 11 -11 -2
right_child=8 5 4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.026794004868366098 -0.024904794092081073 -0.0020533254541729878 -0.0079837252096398668 0.040857891303676369 0.0094470799669085087 -0.082972825158579344 -0.014714387618797915 0.039280008600264996 0.45024528678795428 0.25104030073904976 -0.0050886116648717131 -0.075133494196908512
leaf_weight=137.05437220697058 46.322153587781941 7492.4629486365884 2480.7726632769045 610.33663020911627 3968.5337338598692 95.184264980023727 1047.2283355552645 213.11679141380591 1.0944381701992814 2.8594718319363883 73.147795024084189 101.01871078782278
leaf_count=1129 12598 55433 26018 5965 45693 1074 13995 2759 21 22 4189 54925
internal_value=0 0.000537861 0.00541222 0.0284521 0.00274219 -0.0034268 -0.0204016 -0.00091015 -0.0352212 -0.0376001 0.00454722 -0.0593422
internal_weight=0 16044.7 7196.7 747.391 6449.31 8847.99 1142.41 7705.58 224.443 223.348 76.0073 147.341
internal_count=223821 152066 78805 7094 71711 73261 15069 58192 71755 71734 4211 67523
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=15
num_cat=0
split_feature=156 193 87 165 121 168 7 60 180 186 55 133 8 11
split_gain=34.7393 37.7713 42.0684 35.4575 83.4243 62.3597 50.5193 45.416 71.5088 59.7577 35.1532 20.7406 14.2591 32.5168
threshold=9.8139690256719998 0.044954790118047601 0.012193627270015018 0.56462249525770136 -1.0000000180025095e-35 10.057281094694748 0.95536769191120774 0.16747241869188492 31.42369477911647 9.5000000000000018 0.054487594405234915 0.058634095643608906 0.81890175353235517 0.57346918650102963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 10 7 6 -6 -5 8 -1 -9 -3 -4 -2 -14
right_child=1 2 11 4 5 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=-0.043666598279414076 -0.070708442827576809 0.20058234292855867 -0.0933661343079428 -0.020650870178970496 -0.040219595722485575 0.0026197334560570788 -0.095899640585220186 0.085457925049439651 -0.00075457707945521518 0.0075391417358486416 0.059427435812987484 0.042049622164051788 0.73415702374256941 -0.0086393832530408231
leaf_weight=412.61210465620388 30.507243346131872 31.573623956064694 15.02702746260911 193.18088539320888 401.71376594647154 2204.5699033508208 165.78661914600525 100.35256291943369 6598.8786751226216 5126.9402379175299 39.98790536558954 45.732518639357295 0.73119093143031877 3.0379191956017166
leaf_count=16000 12726 398 149 5424 12365 24263 3501 716 116375 31005 196 440 40 223
internal_value=0 0.0455166 0.0697509 -0.000397111 -0.0102081 -0.00398321 -0.055404 0.00197993 -0.00327986 0.00903501 0.121706 0.00855865 -0.0480377 0.13546
internal_weight=0 166.597 132.321 15204 2965.25 2606.28 358.968 12238.8 7011.49 5227.29 71.5615 60.7595 34.2764 3.76911
internal_count=223821 14172 1183 209649 45553 36628 8925 164096 132375 31721 594 589 12989 263
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=15
num_cat=0
split_feature=59 29 68 149 189 196 188 186 80 76 93 32 148 158
split_gain=29.6014 50.3388 49.9895 52.6389 48.6393 57.7099 51.8914 48.4742 46.516 45.2124 107.708 54.7429 41.83 26.6158
threshold=0.018187057713751148 -0.079496782993065285 -0.010616545491725958 0.26915549756666601 39.500000000000007 0.0066390655615877698 5.2402554132875085 18.750000000000004 2.1194996999066276 1.2509591992850695 0.17241386495728817 -0.030599263361246912 -0.52411180548835401 -0.13967511804422875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 5 -4 -6 -2 -5 10 -3 -11 13 -1
right_child=2 9 4 8 6 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.22692889658525695 -0.039188355868098608 0.0013593620334736095 -0.011925597313299294 -0.025020951516246889 -0.017601287215635551 0.013675250673846224 0.068779902987826214 0.02418511653960927 0.13191231143554305 -0.0018119914068328751 -0.024192065956476418 0.04713456283536948 -0.04862390288646163 -0.0099207528795816364
leaf_weight=9.1283693537116068 127.45194634672953 7204.8294822639 1315.8688725800021 398.94120382686378 1814.4115271848277 2661.4652639700362 72.315251587308012 2277.2529776587035 19.826042335480452 550.51867994456552 2139.6832611249993 390.63651316158939 339.02794031202211 9.8794690897339006
leaf_count=89 1205 88402 43573 2733 17616 21641 450 12877 50 2671 14153 1733 16300 328
internal_value=0 -0.00367032 0.00419635 0.0151283 -0.00106726 0.00520542 -0.0142904 0.0208263 -0.0175911 -0.00238725 -0.00449134 0.0185038 -0.0405305 0.103824
internal_weight=0 10643.7 8687.53 2823.47 5864.06 3977.33 1886.73 2404.7 418.767 10285.7 9344.51 941.155 358.036 19.0078
internal_count=223821 123676 100145 16865 83280 65214 18066 14082 2783 106959 102555 4404 16717 417
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=15
num_cat=0
split_feature=195 190 59 87 114 9 99 77 19 91 130 3 3 106
split_gain=22.5921 40.8276 44.0118 43.5387 33.5222 38.1111 36.1663 50.9568 33.458 33.0167 32.2916 24.9985 24.4251 21.7096
threshold=0.70799798799153624 0.88669950738916403 0.06522638917826061 0.017838837439117083 27.823550466944543 -0.078769120829219427 0.019143166956845693 -0.097389568456265688 -0.30073003802731563 0.032092022419750656 0.2567543607668013 1326.2823875281531 677.56676709108694 0.47632386722546044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 11 7 -1 -8 -4 12 -6 -3 -7
right_child=1 10 9 -5 5 13 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.024707775207987143 -0.031336214466742687 -0.050018384202409706 -0.028926666367542556 0.044718731001023963 -0.00038023642394632037 -0.05364756084794195 -0.020518297168513406 0.0011466349893401295 -0.0014645190076685596 0.016947415124972758 0.0051752384868642438 0.11780278891405337 0.026552284386984461 -0.011518204839980206
leaf_weight=1242.906386271934 84.720305819646455 226.29692595236702 236.47063628485193 674.75778022987652 53.75962765305303 278.88802016316913 977.37407932564383 3510.7103791619884 16147.303900689178 466.20250482438132 615.37251723848749 26.830566902644932 51.058790049748495 217.86903145548422
leaf_count=9207 928 2123 1670 5315 418 2602 10901 28845 148641 2879 3932 224 768 5368
internal_value=0 0.00925803 0.0195466 0.0362347 -0.00103751 -0.0248219 -0.000409864 0.00730706 -0.00255199 0.00150941 -0.00759311 0.038966 -0.0359224 -0.0351704
internal_weight=0 2354.88 1462.15 759.478 22455.6 577.347 21878.3 4753.62 17124.7 702.673 892.728 80.5902 277.356 496.757
internal_count=223821 17615 10792 6243 206206 8612 197594 38052 159542 4549 6823 642 2891 7970
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=15
num_cat=0
split_feature=88 132 16 58 52 154 116 142 45 130 76 149 139 30
split_gain=26.031 33.0735 32.1177 26.8316 49.3283 42.8899 41.3366 44.5224 41.9392 37.8444 13.0895 9.10639 6.93137 6.30149
threshold=6.7391251147440565 0.12427455981091681 0.15356140492108641 0.92220995383270721 0.54431178531151814 -0.23048547236150727 0.46960785920344322 0.39143693192460011 1.4154033760123801 -0.070986348213052969 0.10827096821543633 -0.91537436339999856 -0.29750988313595922 29.98248588662646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 11 6 9 -6 7 -1 -8 -5 -4 -3 -2 -14
right_child=1 2 10 4 5 -7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.00099375640157981253 0.017014349324706902 0.35979173766170153 0.076901838090288374 -0.11535652598802859 0.0092071997315358207 -0.034882473116719125 0.021247216154824729 -0.023759105928790634 -0.017746105227496405 -0.026121302391886377 -0.095543641546271513 -0.093069621761353402 -0.1291015440734585 -0.24264714257009704
leaf_weight=11507.88481293069 2.0009763985872295 0.44992142988485184 28.478708956827177 74.591985459657735 694.66479341499507 323.33601685319081 1687.9164749943302 775.63030846305628 329.70734869450098 130.97659331017712 5.2063963081600368 33.930695146715152 11.295995954789761 8.6155579629703407
leaf_count=183842 20 31 430 381 5544 2463 20481 5759 2326 1243 82 1011 176 32
internal_value=0 -0.0535489 -0.0191493 0.00039366 -0.0138192 -0.0047965 0.00160968 -0.000569238 0.0148752 -0.0585009 0.0502485 -0.0871433 -0.160403 -0.178232
internal_weight=0 89.9783 68.0657 15524.7 1223.57 1018 14301.1 12283.5 2017.62 205.569 33.6851 34.3806 21.9125 19.9116
internal_count=223821 1782 1554 222039 9631 8007 212408 189601 22807 1624 512 1042 228 208
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=15
num_cat=0
split_feature=30 55 44 164 115 172 111 43 134 60 107 162 181 118
split_gain=29.5214 36.5639 65.6644 82.48 64.8403 57.1255 36.4238 35.7153 33.4669 38.5471 46.3911 28.0485 29.1981 25.5954
threshold=8.2900795680051598 0.074848111468057907 -0.040576807242092457 -0.20437606856612756 0.047275379931096824 0.48198637941955919 1.0256113970576364 66.933321755183428 -0.08651352361954405 0.14067652099565578 -0.036713446217614569 0.29300136665317084 -0.12719000304041053 -0.12108867420054172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 11 -10 -11 13 -13 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.020619187055625033 -0.0006991009779763668 -0.0061086072295713735 -0.053322637247531529 -0.0099423257563108006 -0.007460572075234935 0.033365473744185505 0.05950592071238902 0.05000597161978694 0.02307060120148495 -0.010550641642543698 0.034035419975856428 0.37278249509335271 0.028568144115785156 -0.052650259270326932
leaf_weight=62.503145701572066 5993.6044376709906 537.58908279845491 537.29189087817213 2378.6916567904118 2291.1030719010087 1152.7024467640731 102.20278278342448 113.5075816300814 1514.0600465507014 1016.3172929426655 302.92152898720815 2.5998482096183571 47.271974689574563 201.00802620525064
leaf_count=1053 45509 3316 2481 50149 59758 8893 529 2115 27094 10478 4133 320 4214 3779
internal_value=0 -0.00203319 -0.00559356 -0.0179355 0.00580225 0.0208109 0.000310301 -0.00474791 0.00875297 0.0121828 -0.000312861 -0.0222562 0.0465122 -0.0352712
internal_weight=0 13106.7 9011.79 2915.98 4094.9 1690.29 6095.81 2404.61 3146.68 2833.3 1319.24 313.383 49.8718 263.511
internal_count=223821 172750 98668 52630 74082 12209 46038 61873 51071 41705 14611 9366 4534 4832
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=15
num_cat=0
split_feature=25 103 118 130 128 109 94 160 118 35 154 19 50 148
split_gain=34.8312 43.1511 57.7664 50.2396 119.602 47.3811 45.99 42.6472 67.9541 54.3337 54.8949 45.5854 27.2918 26.9067
threshold=0.043118048514297631 0.047171751741536018 -0.050054069613015791 0.32859228738721652 0.20572480949303651 0.63529596432402846 0.048507411796835702 -0.31453452197817794 0.057785143260359141 -0.017976145404209457 0.53473316555065897 0.31206262712013821 1.4286228430592753 -0.24800059153439755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -4 9 12 10 -1 -10 -9 -11
right_child=1 3 6 4 -6 -7 -8 8 11 13 -12 -13 -14 -15
leaf_value=-0.070159234353568245 -0.05522921944967895 0.003867505214005286 0.002555805111629391 -0.058493626772210719 -0.0023473392494071936 0.036303484387185322 -0.042163945625125536 -0.035735129291193109 0.0177340274307944 0.2637854747310191 1.7842140418011365 0.090814328270104008 0.15637428984897617 0.099605353216252371
leaf_weight=20.274138195462005 311.30757812083175 7087.4436448246488 1035.1799841423417 413.51162938628113 4598.9793836831523 480.9090119334287 295.64418798219413 271.13913018790481 645.8305616761063 12.452726150368106 0.16090551394154218 98.352638512908015 7.602278573147486 50.311808014841517
leaf_count=3769 41203 53963 60086 1227 15824 2608 1279 27724 10999 229 85 3367 216 1242
internal_value=0 -0.00120417 -0.01645 0.000785817 -0.0069792 0.00592856 -0.00737874 0.0172182 0.0116183 0.0860683 -0.0555579 0.0273925 -0.0304956 0.132179
internal_weight=0 14223 1642.13 12580.8 5012.49 7568.35 1330.82 1106.12 1022.92 83.1996 20.435 744.183 278.741 62.7645
internal_count=223821 176190 102568 73622 17051 56571 61365 47631 42306 5325 3854 14366 27940 1471
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=15
num_cat=0
split_feature=19 8 122 55 154 155 126 14 30 106 8 195 148 118
split_gain=28.8373 50.3253 34.5622 34.9338 54.2876 42.8482 28.0933 28.6578 27.5489 41.9779 24.3564 19.6255 17.0876 14.0921
threshold=0.47233909818251169 0.24951444414426149 -0.41580495332593809 -0.12470896387666536 0.16359012447669644 -0.016656272188155703 0.95591875113977043 0.40769446074266907 15.317297933766753 1.0988223719220751 -0.36999043046349084 0.36010035971064913 -0.018700349568822484 -0.23640420878935606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 -4 -5 7 -3 9 -2 11 -1 -12 -10
right_child=1 6 3 5 -6 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=-0.11940842709643405 -0.025404170124128114 0.055012416975116211 0.082516912331069642 0.0039291265676701173 0.0095807260738719219 -0.0059407094575424941 -0.078656664930183362 -0.068555655388550962 0.051402236141613988 0.86952025269505828 0.1537094499985816 0.033234432678190831 0.043021722605596523 -0.091508828957390917
leaf_weight=9.472975569078697 418.36009140891838 143.85525032112491 121.61477791081415 9507.8628799366561 634.35775904610637 8185.3252402704675 23.1806175604288 21.584624066148535 7.4220085315173483 0.52479811338707705 29.396306316368282 75.995517744799145 26.537875346373767 98.086691814707592
leaf_count=135 16130 1748 733 103004 8256 88151 265 1985 30 12 81 535 95 2661
internal_value=0 -0.0198528 0.000640032 0.000262551 0.0213141 -0.000636914 0.0244447 0.0388907 -0.0357862 -0.024283 0.0498909 0.0163161 0.101194 -0.0814558
internal_weight=0 713.014 18590.6 18449.2 755.973 17693.2 188.62 165.44 524.394 418.885 141.403 85.4685 55.9342 105.509
internal_count=223821 22831 200990 200144 8989 191155 3998 3733 18833 16142 846 670 176 2691
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=15
num_cat=0
split_feature=170 56 26 172 178 56 35 68 13 45 96 6 88 9
split_gain=21.6183 48.7495 51.5232 49.4138 46.9723 51.0852 64.9831 43.2361 38.9624 34.6222 32.608 30.9463 30.025 26.8515
threshold=-0.064502624933336708 -0.045872647206852329 -0.19909944193443749 1.1519580732025776 -0.10243289910589114 0.016219592526580267 -0.074917990722449757 -0.018541286421840764 -0.25344168176173709 -0.077654089142047703 0.3680984329717622 0.48845100294930516 6.7391251147440565 0.21603907711477166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 -2 -4 11 -1 -7 -6 -10 -5
right_child=4 2 7 13 8 10 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.016096304713407117 -0.008706355987320254 0.088209269985259242 -0.026159919887684065 0.032871530195581013 -0.0050951148452406739 -0.010831724219573811 0.052117162142807205 0.01376185942969268 0.00077366105743695724 0.013408059028036268 0.047577056207044111 -0.038587094803425918 0.051916307128676668 -0.035437694016557789
leaf_weight=1113.6303282614826 247.39975217124447 45.089657747303136 1719.4089617524442 607.5856767076184 733.37324674485717 608.84546696723555 605.70111211889889 322.10698735475307 17435.630864115781 618.68112484889571 113.37904521916062 442.2544823383796 115.55425139144063 63.565609667915851
leaf_count=16599 2447 780 27918 7578 9186 6861 7445 3079 125001 8752 1001 5441 1077 656
internal_value=0 -0.00634285 -0.0175258 0.00336582 0.00132495 0.0179092 0.0344783 -0.0198611 -7.0141e-05 -0.00555906 -0.00166237 -0.0176943 0.00111038 0.0264019
internal_weight=0 4490.07 2086.61 2403.46 20302.1 1575.33 853.101 2041.52 18726.8 1732.31 722.225 1175.63 17551.2 671.151
internal_count=223821 65362 31777 33585 158459 17754 9892 30997 140705 25351 7862 14627 126078 8234
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=15
num_cat=0
split_feature=195 195 180 110 180 195 106 25 121 144 104 50 104 116
split_gain=27.8093 29.1091 54.0726 38.5997 36.6872 84.6363 30.0399 28.652 20.2322 18.0328 14.1916 12.439 6.6677 5.57659
threshold=0.1432331000577311 0.18302900411398265 30.570950468540833 -0.069094287276369029 28.858768406961179 0.36664651156643674 0.11215367839838583 0.15961414368489771 0.16773387633866013 0.47922635626313337 -0.14298485907343184 0.43262722078305987 -0.043005280332349412 0.16552708164382376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 10 12 13 -12 -10 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.012871445708232773 -0.031159563823397091 0.081028806309415558 0.036623086620279459 -0.13967116148059106 -0.007261926774878847 -0.0099358311770086794 0.0024412295141577733 -0.091419603153318874 0.11277164360477628 -0.077361269684909889 -0.081249191558660755 0.070801662665039858 0.057363947460160082 0.18396232329051188
leaf_weight=3.5136133703217629 76.448436646413029 180.48871814695667 100.65938621391251 57.391780732659754 4656.8715881084991 236.06585739787624 10133.34755738857 21.14771091464354 40.638144476572052 7.6084485230967394 23.534505307439762 6.9748767691617095 46.651330711203627 4.1614207252860069
leaf_count=168 696 1907 1088 1121 141318 3410 71905 577 289 37 955 88 253 9
internal_value=0 -0.000352189 -0.0338159 -0.0776902 0.000210383 0.0294782 -0.000613921 0.0143928 0.0455566 0.0702896 -0.0159111 -0.0464882 0.0831593 0.105637
internal_weight=0 15462.4 255.647 133.84 15206.8 416.555 14790.2 121.807 133.082 94.8979 38.1844 30.5094 87.2895 7.67503
internal_count=223821 222022 3482 1817 218540 5317 213223 1665 1799 579 1220 1043 542 177
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=14
num_cat=0
split_feature=76 113 130 157 64 115 6 18 163 2 196 165 22
split_gain=28.2436 33.2058 68.618 69.9402 36.7743 30.6498 29.4021 29.3077 20.7201 18.2641 11.182 8.26088 3.87592
threshold=-0.18290721319011233 -0.09817955392981785 -0.27230831939717792 -0.30939413277808919 -0.015774872733239829 0.40140683055909893 0.069850607765646666 0.31070846433228233 -0.30077272218831641 -0.24071397278864728 0.9277492413024343 0.095346904586763384 0.033733032019410282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 11 12 -11 -1 -10
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.012811179584428789 0.077988794823096202 0.031192127700622886 -0.011189755996804943 -0.052531643389821553 0.0027023824458461232 0.029972289862311586 0.015751762471264402 -0.035625142837138392 -0.18815452082846335 -0.037458585695132884 0.056217429881397087 0.16825583187029824 -0.090616591005903802
leaf_weight=4.1318602599203569 80.084831428946927 127.21150433795992 2291.3756764544705 462.65288236737251 11314.709920821333 99.021963531700749 1454.9668523776054 218.17516403561967 4.5080804824829093 117.52323763654931 14.292369315749964 6.457788472995162 42.316755580366589
leaf_count=30 686 1560 38129 7266 104488 7401 39275 13472 3 11072 212 37 190
internal_value=0 0.000558332 -0.00108476 -0.0344756 0.000362833 0.0131513 0.0189987 -0.0151471 -0.0383024 -0.046359 -0.0273016 0.0976073 -0.100007
internal_weight=0 16048.2 14195.9 589.864 13606.1 1852.25 1535.05 317.197 189.23 178.64 131.816 10.5896 46.8248
internal_count=223821 212277 151443 8826 142617 60834 39961 20873 11544 11477 11284 67 193
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=15
num_cat=0
split_feature=19 132 143 143 152 196 72 188 126 190 158 85 72 190
split_gain=33.0435 63.7134 44.9779 71.8783 39.9729 49.8874 64.4856 49.2774 54.5893 44.8907 36.9305 31.7069 62.541 24.8054
threshold=0.43315013871521774 0.065297581902011945 -0.0090460728474652096 0.037136917969429105 0.086212745472212679 0.60775489016274697 1.1032084393894241 0.75673476568513298 0.90625965938757991 1.3125000000000011 0.30410991208194987 0.11964609941929115 0.38588582765583995 0.94594594594594594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 8 -1 -9 -7 13 -13 -3
right_child=1 11 3 -5 5 10 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.0098209093892181396 0.002502668105700225 -0.064467371959024675 0.21420983696014173 0.029644028222783982 -0.014075850876596269 -0.00077123326892422021 -0.085259208043453452 -0.020333664565351611 0.010697212875580462 0.0064349348881718674 0.046699104259133012 0.05542221091966823 -0.0071420275191337217 0.099979444455089467
leaf_weight=1652.1776188947988 44.801114509333274 84.155265167450125 44.361743031244259 40.241452255824697 2483.0710555005644 1284.6327280885307 134.13910354854306 1565.7020264367457 6026.2813889871468 1044.3476106973831 187.85038964473642 248.54689607689215 447.35491558710055 10.294740360230206
leaf_count=46284 4198 14714 2279 805 62709 4431 472 5411 74608 2995 580 1858 2441 36
internal_value=0 0.0184742 0.0835193 0.126421 -0.0010769 -0.00943989 -0.0177242 0.0022474 0.00628232 -0.00962286 0.00528474 0.00782435 0.0152033 -0.0465432
internal_weight=0 919.756 129.404 84.6032 14378.2 4089.69 2617.21 10288.5 7678.46 2610.05 1472.48 790.352 695.902 94.45
internal_count=223821 26331 7282 3084 197490 68192 63181 129298 120892 8406 5011 19049 4299 14750
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=15
num_cat=0
split_feature=193 110 190 92 135 167 100 110 122 44 145 174 80 89
split_gain=28.0584 58.5668 58.0645 85.3711 54.1395 75.6362 107.823 63.8955 41.9974 28.9479 40.8376 20.1885 17.2494 13.4127
threshold=-0.014429019780787479 -0.30152575043105295 -0.065789473684210689 0.010077860218448446 0.45186862216196461 -0.14782706653404007 0.038096058972031034 0.56861354916940809 -0.31253641678131633 -0.10151338808777234 0.15970054662802705 -0.28069913180131584 -0.20643379015997224 0.35912774380472007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 5 6 -1 -7 -4 13 -11 -2 -13 -6
right_child=1 2 8 -5 9 7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.026850754800922683 0.20073329078001431 0.043729504519247397 0.027332540950882694 -0.0047149814756633351 0.014107773940855581 -0.047484617324830072 -0.024604841188949397 0.059933875522115404 -0.00079730329758046577 0.089100695013394723 -0.024491843688538937 0.09892446918847192 -0.057631064501211443 -0.10490567305298629
leaf_weight=735.67011339857709 3.1916842442005864 779.49481790154823 551.04801567539107 682.0649468479387 21.78105574240908 727.54759369992826 912.17749664757866 59.936654010380153 14406.600791564211 118.67826655576937 43.158600196999032 7.2737369410169768 216.96509098463866 16.752824954804964
leaf_count=7482 21 14035 3420 5386 120 37542 7494 563 131725 414 977 544 13993 105
internal_value=0 0.00139983 0.00209792 0.021122 -0.00970469 -0.0138157 -0.00163285 -0.0393088 0.000239016 0.0402609 0.0588079 -0.0489983 -0.0525528 -0.037634
internal_weight=0 16646.6 16419.2 1461.56 2635.7 2435.33 1647.85 787.484 14957.6 200.371 161.837 227.431 224.239 38.5339
internal_count=223821 169124 154566 19421 54697 53081 14976 38105 135145 1616 1391 14558 14537 225
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=15
num_cat=0
split_feature=150 151 139 189 192 99 157 181 67 108 96 65 139 70
split_gain=20.5001 42.5408 65.3092 58.4089 41.2872 42.5582 34.656 48.6527 53.8515 40.0847 33.451 44.2911 28.6375 28.4425
threshold=0.9028413833984742 -0.06009362876078933 -0.10844477195631912 32.500000000000007 17.473225251124543 0.30948394991888911 -0.11452773448191934 0.46018905991792763 0.21403518439610544 1.6962713880223241 0.02440892482319099 0.13564358637315413 -0.32625820027790925 -0.024124210038298434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 12 -6 10 9 -9 -8 11 -2 -3 -1
right_child=6 4 3 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00080199981807497003 0.033150706783121257 -0.025458993740361514 0.011575191085045023 -0.017414339471785154 0.016851749366546268 -0.019175790155829934 -0.0073955076243465414 -0.061908502127883507 0.0024836497775336166 0.024095815539170642 0.00041774140814230263 0.30847532072809936 0.0025408115578234103 0.017499490953244861
leaf_weight=2142.8944465712411 325.21282632998191 393.19036601914559 863.48537346400553 3562.3506613113714 3796.4794801922399 358.87324056087527 4944.1382156334585 326.01821043528616 215.87616365822032 440.18684637709521 816.59956803376554 5.9497667108953456 5145.8249911255552 1406.5485703556333
leaf_count=16768 3855 3442 10925 49630 29053 4129 43569 1118 920 3753 7535 163 39266 9695
internal_value=0 0.00175523 -0.0036545 -0.0117585 0.00620566 0.0137403 -0.00461513 -0.00769544 -0.0362564 -0.00482099 0.0112894 0.0380973 0.000553228 0.00645039
internal_weight=0 17669.6 7975.28 4425.84 9694.37 4155.35 7073.98 5926.22 541.894 5384.33 1147.76 331.163 5539.02 3549.44
internal_count=223821 162908 87018 60555 75890 33182 60913 49360 2038 47322 11553 4018 42708 26463
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=15
num_cat=0
split_feature=151 154 13 139 1 139 63 106 49 106 104 65 85 13
split_gain=26.0992 34.8856 32.3545 40.4798 34.9752 29.7325 40.4559 74.0012 40.0548 39.8815 43.329 43.0914 26.9056 39.0452
threshold=-0.23330316469819642 -0.30869701998692139 0.4218045096652086 -0.45920117698997426 0.88228320110306668 -0.32625820027790925 0.034282088712044211 0.14932570977802054 0.14322537692513379 0.11215367839838583 0.23230768908021834 -0.12830314321638278 -0.11288577279201546 0.77792292305358279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 -3 9 7 -7 -8 10 -2 -11 -1 -14
right_child=5 2 3 -5 -6 6 8 -9 -10 11 -12 -13 13 -15
leaf_value=0.07772947120307766 -0.042163494173951682 -0.029612238458241808 -0.10632791985726833 0.0080157449890146757 -0.41581159395862022 -0.023147962972282023 0.014727124648465775 0.0011622714196169105 -0.0017223584845519975 -0.032831450432671404 0.048320572221926594 0.028591003172047619 0.010252009405745938 -0.13084848482145109
leaf_weight=55.190319295041263 209.83164743339876 878.41262689051109 33.053910757414997 488.96545658691321 2.3512433952419078 1745.8179129281416 2739.3930695617692 4428.2739045031631 3220.679131373734 127.10509126610123 70.771031093550846 1126.5692639261251 420.01506384760432 20.572069547604769
leaf_count=601 1202 21744 175 2780 15 68080 59654 28277 25940 791 312 10438 3542 270
internal_value=0 -0.0108927 -0.0189513 0.000775582 -0.0306432 0.0016198 -3.86556e-05 -0.00571182 0.00583822 0.014736 -0.0193424 0.0223636 0.0119087 0.00366369
internal_weight=0 1898.56 1402.78 522.019 880.764 13668.4 12134.2 6174.09 5960.07 1534.28 280.603 1253.67 495.777 440.587
internal_count=223821 29127 24714 2955 21759 194694 181951 96357 85594 12743 1514 11229 4413 3812
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=15
num_cat=0
split_feature=115 142 44 142 107 142 163 90 154 43 105 2 85 9
split_gain=26.4852 68.9877 47.0109 55.0886 37.2198 29.2311 31.6671 30.2821 26.4345 25.2505 32.835 23.7611 17.4334 24.9787
threshold=0.27807154416974883 0.16756629402848025 -0.039578344673139483 -0.025887883728439327 -0.37130963705608439 3.5471533027623772 -0.28655831292371642 1.4165101373100353 -0.21001404861355105 12.623369174685104 3.6484100757701348 -0.29043256226774966 0.12428106319639921 -0.062948392023529046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -2 -8 10 -3 -11 -7 -14
right_child=5 9 3 -5 -6 12 8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.031747629151464153 0.020686158074480928 0.054966547962584156 -0.03570788774681271 -0.0045038571540496324 0.0044239191651292645 0.04466755904672657 -0.044392103971428225 0.25758268540928952 -0.010443046081694145 0.17188235070765112 0.010728895830157818 0.049384173624617347 0.11625728636201504 -0.029581653742937898
leaf_weight=293.60786058026133 80.583106491714716 213.76561339548789 665.37422742413764 3779.4567316489702 9142.4603473870084 119.56529098827741 442.2537133493388 5.7832104079425326 476.45508450606576 19.17388040793594 780.03660974351806 90.920493121462641 13.453606307040898 92.428411010303535
leaf_count=1500 407 1478 13597 71257 77435 1226 27258 31 19903 120 7451 1065 82 1011
internal_value=0 0.00121773 -0.000695711 -0.00917498 0.00329842 -0.0140436 -0.0213433 0.0365491 -0.0267857 0.0252783 0.0202444 0.0707183 0.0184992 -0.011051
internal_weight=0 14984.8 13880.9 4444.83 9436.07 1230.52 1005.08 86.3663 918.709 1103.9 993.802 110.094 225.447 105.882
internal_count=223821 173903 163789 84854 78935 49918 47599 438 47161 10114 8929 1185 2319 1093
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=15
num_cat=0
split_feature=128 130 96 119 75 73 136 127 68 186 128 151 19 0
split_gain=32.5355 95.6811 79.5397 114.61 149.025 65.5981 59.4086 73.549 50.9785 38.8005 38.3215 36.7647 31.515 29.817
threshold=0.55644379155664747 0.48199555930688859 0.12104301776006141 -0.19862260928954609 0.0049248543349429547 1.0350580586856266 0.038779073747590341 -0.024445126030849581 0.4326683039844394 9.5000000000000018 0.43173652633091636 0.46192842133724338 -0.076909823952298506 1.1348840933356885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 8 7 -1 -4 -8 13 -5 -12 -3
right_child=2 10 5 11 -6 -7 9 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.051772944697960524 0.22323648288108938 -0.078818127776521113 0.0022894537340199033 0.042489280205065275 1.3622107560369958 0.032485811343223515 0.066556996244485633 -0.0041778901125562578 -0.045741650154484052 0.0038847393569427591 0.012287133028625585 0.21294439123113623 -0.026570981282531526 -0.030607432409911751
leaf_weight=420.85089767486352 5.4797329885768695 165.65065237483941 935.7845682654297 269.81976746035798 1.4534738025395197 551.25872291624546 99.802063714072574 1420.7918963153352 289.28586928220466 9682.8578145822103 358.01631817599991 13.276105689175891 500.48844971496146 568.7229184845346
leaf_count=61457 171 449 3109 3801 64 1353 796 67449 783 76780 2098 365 3235 1911
internal_value=0 -0.00172727 0.011766 0.0603206 0.46201 0.00383831 0.0014223 -0.0150543 -0.00905252 0.00452412 -0.0247118 0.050483 -0.0103663 -0.0414822
internal_weight=0 13217.2 2066.36 290.029 6.93321 1776.33 11624.3 1841.64 1225.07 9782.66 1592.88 283.096 858.505 734.374
internal_count=223821 214175 9646 4401 235 5245 206482 128906 3892 77576 7693 4166 5333 2360
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=14
num_cat=0
split_feature=16 51 195 171 63 51 119 49 80 125 95 45 145
split_gain=29.1596 27.5163 51.0989 62.471 51.3923 44.2896 65.1619 57.0788 13.8648 16.1166 13.1489 4.49684 2.12373
threshold=-0.5416544453060318 18.890197192789 0.29086156165930471 0.32988866472674666 0.075040900944245273 92.39381290003098 0.0015395792325774297 0.059258048547616834 1.8107740102284151 0.25993339196812909 0.7178664180347929 -0.26378914749626808 -0.13760066264614737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 -10 -11 -1 -13
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 12 -14
leaf_value=0.053959705246415517 -0.0060134044853260953 0.014447624090513686 0.014999028845296523 -0.01004694179608814 -0.049397643050922008 -0.038777114126067463 -0.001389830135346652 -0.0020210717060472573 0.39670810703481552 0.10541844610537926 -0.082389611581675265 -0.1439342792268575 -0.087214219893472889
leaf_weight=2.0825815000571302 623.51141826450475 4706.3461748179543 1564.6818438025948 2739.4271237203793 485.77198391564889 498.30501104677387 5798.8965008096711 2776.9131786553044 1.0339692474808568 6.0238103270530692 9.7806986635550839 7.8085072019603095 42.696976213366725
leaf_count=7 5427 53531 9790 20386 3924 15054 57891 55166 12 17 379 60 2177
internal_value=0 0.000166787 -0.00587424 -0.000941927 -0.025012 0.00253989 0.00570535 -0.00761329 -0.0647583 0.0142161 -0.0108075 -0.0900455 -0.0959835
internal_weight=0 19193.9 5413.39 4304.11 1109.28 13780.5 10505.2 3275.22 69.4265 16.8385 15.8045 52.5881 50.5055
internal_count=223821 221169 39527 30176 9351 181642 111422 70220 2652 408 396 2244 2237
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=15
num_cat=0
split_feature=170 38 130 136 195 45 76 178 31 13 139 13 57 10
split_gain=20.1292 48.8945 63.9886 60.9656 51.9315 51.2084 44.5586 39.6505 42.5947 60.4216 35.2313 33.9176 41.0335 36.2385
threshold=-0.064502624933336708 -0.074887609297269911 -0.20327715810802502 -0.14932961654196455 0.57578569930878487 -0.12867374101393422 -0.043264437449656655 -0.10243289910589114 0.048198375138867322 0.060324298156570179 -0.13462594605930697 -0.25344168176173709 5.0838426666461745 -0.045567309704681029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 -7 8 9 -2 -10 13 -13 -9
right_child=7 2 3 -5 -6 6 -8 11 10 -11 -12 12 -14 -15
leaf_value=-0.011654883675655831 0.039161772415169813 0.016492431765789139 0.030994229108805213 -0.020614543882090299 0.14435241660147052 -0.064729295745884735 0.039868124071609057 0.00055051777555079268 0.10164136131558194 -0.039870629748336418 -0.0088438239114360367 0.012006705195351089 -0.0010726341709056079 -0.034783860650915537
leaf_weight=487.41005407361081 832.45450255583273 269.18626636409317 249.09840354668268 2822.2645899017225 36.016125393449329 43.99365044105798 548.6068314529839 599.00217651663115 30.312020510435104 109.45350908813998 603.17670920655655 2868.774126100936 14637.039760950662 563.11564824718516
leaf_count=8226 9393 4157 5143 38149 571 568 8548 7945 140 1803 6418 22216 103862 6682
internal_value=0 -0.00616549 -0.0120894 -0.0164289 0.0315808 0.012355 0.032103 0.00125818 0.016493 0.0299779 -0.00355718 -2.74931e-05 0.00107075 -0.0165711
internal_weight=0 4456.58 3376.57 3071.36 305.202 1080.01 592.6 20243.3 1575.4 941.908 633.489 18667.9 17505.8 1162.12
internal_count=223821 65362 48020 43292 4728 17342 9116 158459 17754 11196 6558 140705 126078 14627
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=15
num_cat=0
split_feature=115 188 94 28 58 101 155 175 175 62 160 106 143 122
split_gain=25.3896 28.0772 42.436 40.846 36.2817 41.28 34.3596 33.5012 15.6477 12.0656 72.7958 15.798 8.06134 6.35018
threshold=-0.078305416601697778 -0.1091554120471597 0.0090560761344055506 0.057942459291331162 -0.073578093504467659 -0.11227028800130519 0.40116882314877672 2.2354260610320345 0.90038736805839237 0.075672679248604671 -0.24851359274155679 0.66989692375166265 -0.15693727006895572 0.014228316463643807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 12 11 -11 -10 13 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.047424178539187706 0.0051315667096616755 0.058580416823303949 0.054339227200825027 -0.0021119828142247988 -0.0013237765688011403 0.0072320005946499739 -0.044605454124559053 -0.071992092784692582 -0.051103251729884884 1.3799083055920507 0.031370085878788853 0.07340714977525796 -0.082333002098944938 0.55536127487634512
leaf_weight=1.2113953333564484 335.95878416297455 202.69767414167291 367.76848167092248 196.74415461247554 13327.912929340971 687.85161223537943 185.97664283496124 67.667108209338039 60.106961449958362 0.41094467436050841 15.445896144490685 12.27072375564603 64.74339028533177 0.3088914913823827
leaf_count=1029 3271 1259 3166 2127 121517 14610 9024 784 11127 449 2188 89 53165 16
internal_value=0 0.000476897 0.0169617 0.0346648 -0.000631062 0.0189194 -0.00191941 -0.00779807 -0.0402647 -0.0126855 0.0663187 -0.0299941 -0.0769882 0.150627
internal_weight=0 15372.6 968.139 564.513 14404.4 890.549 13513.9 403.626 154.498 88.2345 15.8568 72.3777 66.2637 1.52029
internal_count=223821 155758 9348 5293 146410 15869 130541 4055 68063 13853 2637 11216 54210 1045
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=15
num_cat=0
split_feature=73 190 97 167 118 136 102 9 29 154 72 29 84 150
split_gain=28.8561 51.8455 57.1807 57.7221 50.7755 66.782 59.0456 56.9384 52.8767 34.2201 34.0717 31.1542 39.0709 24.5746
threshold=1.0000000180025095e-35 -0.011645054665649711 0.030974378602487203 -0.1292647192896077 0.015135421474339517 0.14015097331999468 0.2274753495962655 -0.096659763749819175 -0.018802169624916602 0.063234553427720289 0.17387408137685639 -0.035795341815633486 0.035291328325953643 0.85480648264083203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -6 -2 -7 -3 -13 -4
right_child=4 11 13 -5 6 10 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.013546488513709829 -0.014938375265665466 -0.0072609091137525094 0.054611228275725336 0.02036394946994555 -0.0509079513663592 0.012661937381320302 0.02208204959661229 -0.0023628802989067287 -0.0049845860006498327 0.0088707690587690995 -0.049203909542212945 0.023297175519468444 -0.0019429907811612881 -0.026597574596487695
leaf_weight=2764.7516863741912 1610.0238803443208 646.93774065149773 220.03533906712983 613.3213693396865 313.7980201572791 103.88753741201435 1760.5171375244972 2077.0168089687504 1247.3890641376638 965.76460121481796 622.06983432368361 2380.869557506885 826.09013358023367 44.860453999244783
leaf_count=22007 24643 13970 3611 36818 7265 779 9693 29600 10721 13297 15075 30103 5258 981
internal_value=0 0.00467199 -0.0038814 -0.00738973 -0.00379306 -0.0135616 0.00218117 0.00885154 -0.0142152 -0.00601139 -0.0403506 0.0127572 0.0167955 0.0408584
internal_weight=0 7496.87 3642.97 3378.07 8700.47 3301.75 5398.72 3837.53 1561.19 2575.79 725.957 3853.9 3206.96 264.896
internal_count=223821 112748 63417 58825 111073 53794 57279 39293 17986 37940 15854 49331 35361 4592
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=15
num_cat=0
split_feature=157 106 178 64 13 118 96 145 118 161 118 164 4 35
split_gain=34.0115 79.3692 74.2507 70.9696 62.2967 61.9591 62.608 60.9604 115.794 58.8533 57.5568 70.4986 58.6246 55.666
threshold=-0.077865423869065156 -0.21617601289727775 -0.15473911046638175 0.1260276748362793 1.0000000180025095e-35 0.49174893918386187 0.98421966535984662 -0.22579274658139922 -0.044514759403327518 -0.081523149546550058 0.12374629932675558 -0.090961806747316701 0.039191403242268032 -0.044887118357504925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -4 6 -1 8 -5 -7 11 -3 -12 -9
right_child=1 10 4 7 -6 9 -8 13 -10 -11 12 -13 -14 -15
leaf_value=-0.030542565359990753 -0.09158553240506101 0.027435812450704023 0.068836343699154923 0.060412631773337694 -0.011626316651093753 0.039085921042200877 0.37411101246912143 -0.013427221781028216 -0.0016329901030621545 -0.038498342355538638 0.039428023948004792 -0.02378369848686504 0.0030702337727573363 0.0043449682524938733
leaf_weight=1544.1022793628435 39.225898023956688 343.07036154025991 429.07444392188336 470.39784800256894 124.03875958369463 291.28106220546761 3.8330070450901976 2924.1147599025135 834.22208484048315 147.17661860748194 584.22869043734681 1240.0696692371494 1841.0148946171685 4436.1819018252427
leaf_count=50902 575 13172 2233 1910 1499 4629 22 12064 3826 715 18396 79987 16533 17358
internal_value=0 0.00719617 0.0413636 -0.00309257 0.0507921 -0.020141 -0.0295406 0.000815706 0.0207384 0.0130433 0.00214707 -0.0126843 0.0118286 -0.00271561
internal_weight=0 4600.72 592.339 10651.3 553.113 1986.39 1547.94 8664.92 1304.62 438.458 4008.38 1583.14 2425.24 7360.3
internal_count=223821 132395 4307 91426 3732 56268 50924 35158 5736 5344 128088 93159 34929 29422
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=15
num_cat=0
split_feature=180 105 40 195 180 176 161 133 28 1 119 136 117 144
split_gain=30.7878 95.1705 75.3305 72.343 144.232 143.018 83.8187 81.4276 95.066 93.5738 59.5769 49.28 35.9656 44.2575
threshold=35.192101740294518 6.6569804628123146 2.3715463148172007 0.33622820306295426 39.462516733601078 -0.15019553608083638 -0.16805678768506366 0.12309133557673149 -0.025810792473121281 -0.16798930269411852 -0.048958809539050352 -0.054578122886987428 2.4831483553250457 0.57250762425535817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -2 -6 8 -5 -9 -4 -1 -3 -14
right_child=3 12 10 7 6 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=-0.065228043296930313 -0.037317584537250932 -0.054642038689325538 0.031590952936238259 0.016846099579467987 0.010997983107385458 0.029760816962631595 -0.034146312685763132 0.017418856539621899 -0.018614039413654537 -0.011027132819413173 -0.0022851397773372539 -0.01137785453964329 -0.021773576627361308 0.12436025947974921
leaf_weight=202.70696148902061 353.28629067511065 514.05756593384285 838.82724893242994 929.67056777076505 780.33574386872351 3168.9631559467089 869.60404267418198 2937.4411269132979 4048.0488306347688 1907.261577991274 1362.2251359182119 1051.3145764860965 239.19063326355536 22.690566761724767
leaf_count=5754 4184 20538 7304 27899 5213 35295 15998 15374 38610 21666 12051 7919 5215 801
internal_value=0 -0.00762767 -0.000520222 0.0020315 0.0116035 0.0230328 -0.0127954 -0.00300883 -0.0119913 0.00622025 0.0106251 -0.0200825 -0.0392755 -0.00911188
internal_weight=0 4231.01 3455.07 14994.6 5172.19 3522.25 1649.94 9822.42 4977.72 4844.7 2201.05 1254.02 775.939 261.881
internal_count=223821 59582 33028 164239 60690 39479 21211 103549 66509 37040 19355 13673 26554 6016
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=15
num_cat=0
split_feature=193 195 112 31 33 106 77 139 48 86 77 8 194 125
split_gain=20.0074 41.319 26.526 24.7397 24.1106 23.587 68.025 49.7219 48.4904 47.5154 36.6657 35.3005 10.6822 10.1062
threshold=-0.056214313873817985 0.68581163101680642 -0.37003200497309302 -0.08610222094793242 10.096353793428401 -0.073854864660395689 0.040100415422174275 0.052529602160822239 11.168813578355428 0.18619786999346294 -0.041668730269219779 0.25508092079147537 -0.050835929905837657 0.48693710473497448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 -4 7 10 8 -2 -9 -7 -8 -1 -5
right_child=5 3 4 13 -6 6 11 9 -10 -11 -12 -13 -14 -15
leaf_value=0.062593296640223367 0.021988875128380991 0.18055447121529733 0.037704909957991709 0.049894023732872494 -0.048244765102062326 0.0044871197724868734 0.024665049147775966 -0.020565671446226279 -0.01309929824262418 -0.0010613551363911483 -0.0053855221783600431 -0.0038931155114646796 0.29851195853924339 -0.095272226848760008
leaf_weight=6.2428291789256036 1144.202515279525 13.909282772336153 36.697583288885653 20.803305264795203 295.01837308716495 7923.9048992345051 1833.7988695870736 2234.2816283100983 600.58313688018825 2832.4596203691908 7161.7161885241803 566.55869136168621 2.7712424700148386 6.2325316253118208
leaf_count=82 11079 125 402 161 2671 61364 19953 28508 3775 27085 64688 3848 31 49
internal_value=0 -0.022731 -0.0341367 0.0721834 -0.0387362 0.000343564 0.00228818 -0.00464848 0.00991096 -0.00966218 -0.000199798 0.0179244 0.135123 0.0164291
internal_weight=0 381.675 340.73 40.9451 331.716 24297.5 17486 6811.53 1744.79 5066.74 15085.6 2400.36 9.01407 27.0358
internal_count=223821 3521 3186 335 3073 220300 149853 70447 14854 55593 126052 23801 113 210
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=15
num_cat=0
split_feature=148 16 192 105 115 188 152 170 62 30 101 10 66 66
split_gain=25.6393 31.0463 28.6922 39.4788 27.6561 27.4392 28.9837 26.8841 26.395 21.236 32.5343 15.7884 12.821 19.9365
threshold=-0.43740786967949463 0.011499054837914371 15.731422946539782 37.476823668370756 -0.078305416601697778 -0.15903752181823358 -0.18363228211612334 3.7710233400370607 -0.14017814771049106 204.80548883296396 -0.22493649150305481 0.14996565399081971 6.281180190489998 6.486065342373486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 12 8 -7 -4 -6 11 -11 -1 -2 -14
right_child=4 2 7 -5 5 6 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.040731696804674838 -0.067739422020352866 -0.030364154469597421 0.012311948719801805 -0.27098868042463731 0.082976015504489312 -0.0088383462730771429 0.0031222656208241563 -0.094702076879590133 0.015080265256157029 -0.56566680992480989 -0.073960617939107395 -0.00062068078328023058 0.27124278588350298 -0.018508710782639177
leaf_weight=245.64503149236862 84.124081561130879 122.05135648528176 587.96902421679442 7.2218789648613884 73.366162867198 2466.3320105890689 11348.93516343615 24.451684187901265 260.7882996298722 1.3713013101369131 71.916007848485606 163.41417127905879 2.4933585201069937 49.873825184360612
leaf_count=5077 59978 1188 5420 61 465 24321 117255 287 2756 9 450 1576 283 4695
internal_value=0 -0.0138404 -0.000997196 -0.0438067 0.00123976 0.0016719 0.000987031 0.00803928 0.0299873 -0.0335892 -0.0831611 -0.0247078 -0.0435582 -0.00471277
internal_weight=0 1224.04 741.694 129.273 14285.9 14149.4 13815.3 612.421 334.154 482.347 73.2873 409.059 136.491 52.3672
internal_count=223821 14068 6956 1249 209753 144797 141576 5707 3221 7112 459 6653 64956 4978
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=15
num_cat=0
split_feature=73 72 146 168 157 1 90 86 43 109 100 168 72 190
split_gain=26.2848 59.4439 75.0023 90.2213 41.5747 36.217 50.5558 35.4139 24.0031 24.6134 53.5999 21.7246 19.9571 20.3781
threshold=0.62444725037289672 0.51585442805818105 -0.097808666161071978 28.808970192918242 -0.10100690722637086 -0.43689263279315416 0.13652983830202506 0.044428255349330779 0.8873837850320041 -0.22632101548785491 0.077518311705890366 17.518447523487296 0.68144917278649453 -0.0344827586206898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 12 10 -10 -11 13 -2
right_child=8 2 3 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.068114079779208886 0.13496162886077517 0.072503417160745778 -0.025118546949440931 0.086297479332126337 0.00059519250136117429 0.0035303686899976977 -0.011184995038023407 -0.0067527926144277097 1.3369883167118839 -0.030642414802167145 -0.081422145588489855 0.0016955463009357134 0.048300330386431722 -0.011551991637280115
leaf_weight=180.4397978936322 9.9026888228254375 339.91084798402153 357.17430401529418 91.247325390082551 105.31405165986507 7645.2518790749236 145.00321622029878 5959.7243063868373 0.42264603008516022 722.4136917875876 0.72072858613682911 291.59645151774748 96.881046952970792 229.5007564338448
leaf_count=2194 78 1582 9088 816 840 147044 893 42062 15 13124 37 4233 719 1096
internal_value=0 0.00141827 0.0264199 -0.00244699 0.0554942 -0.000185608 0.0327819 -0.000974219 -0.0131497 -0.0208202 0.44289 -0.0213431 0.0100055 -0.0054916
internal_weight=0 14824.1 893.647 448.422 445.225 13930.4 325.443 13605 1351.44 1015.15 1.14337 1014.01 336.284 239.403
internal_count=223821 204519 12326 9904 2422 192193 3087 189106 19302 17409 52 17357 1893 1174
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=15
num_cat=0
split_feature=118 96 109 64 53 86 77 130 142 114 113 140 191 188
split_gain=29.6653 33.0231 52.2388 42.4237 69.5702 60.592 41.3493 29.0751 17.6434 21.7242 13.669 10.0142 11.5371 7.12141
threshold=3.9876387932542934 1.316688420139225 0.32168271445112884 0.65823789012981049 -0.069323255411531184 0.60899631246005947 4.0554210615993664 0.30836211272518482 0.33561860977535335 22.654425224641447 0.60618691506577049 -0.020425639781616389 2.2325581395348846 -0.028040662400449719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 9 10 -2 12 -10 -13
right_child=8 2 7 4 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0021261003702173578 -0.0066230618780470756 -0.039899712357948119 0.018846888829426318 0.053841642536422013 0.0058036412022382591 -0.016941016437084896 -0.23046953829778008 -0.013394033565660365 -0.094765957827296188 -0.19201366941701792 0.06780841609186937 0.16212652393272142 0.084981622837099549 0.076041419033357371
leaf_weight=9093.2574277084786 62.526484414935112 381.57944417465478 390.14027445297688 364.31971188884927 1747.7350157629407 2040.6788194767432 11.735873013734816 988.17927126958966 6.8452489003539068 4.9351747445762149 40.755233138916083 11.677389673888682 7.4649700187146664 54.271554300561547
leaf_count=199241 321 1559 2164 2125 8179 6701 59 2909 28 13 166 15 61 280
internal_value=0 -0.000618716 -0.0134409 0.00109624 0.01409 -0.00136861 -0.045586 -0.00426808 0.0393026 0.0129537 0.0227478 0.07483 -0.00100008 0.0912843
internal_weight=0 15017.6 1771.63 13246 2112.05 11133.9 393.315 1378.32 188.476 108.217 103.282 80.2592 14.3102 65.9489
internal_count=223821 222937 6691 216246 10304 205942 1618 5073 884 500 487 384 89 295
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=14
num_cat=0
split_feature=148 151 150 33 1 22 169 126 2 181 4 0 41
split_gain=27.2844 28.8873 32.7036 29.5818 29.6604 29.524 29.4498 21.0205 14.0635 9.06972 5.91539 1.39998 0.199636
threshold=-1.4179270228356258 -0.4984425617537262 0.22669528557334803 7237.879163112776 0.1187372140531628 0.39870605086688898 0.1287134747674149 0.95022764541560256 -0.41228760444903761 -0.035750604587013374 -0.025208396023503159 0.90967121768883852 -0.15759129247468265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -5 -4 -3 -2 10 11 -1 -10 -11
right_child=1 3 5 4 -6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.19856544415837288 0.020139758079660067 0.0015911874774758143 0.049182995164703501 0.11195322846203211 -0.082054595397536997 0.17983444575589089 -0.0079135945232494381 -0.092452153099196799 0.13378452941128743 -0.12040575858700808 -0.0039311739829325665 0.016095573255775045 -0.088679906646060777
leaf_weight=2.5260834731161594 76.714786947472021 14676.402692376505 84.49767039885046 41.791298224910861 9.7114273845363623 21.747605034266599 4190.6719348722254 21.154097118414938 1.6436626762151707 2.0599347949028006 3.3633794009219846 2.6250166418030858 53.392194922140334
leaf_count=5 318 157313 406 528 1246 77 62987 66 2 4 39 45 785
internal_value=0 9.0339e-05 0.0375089 -0.000313373 0.0753708 0.0759264 -0.000519973 -0.00419668 -0.064507 -0.0790461 0.0829228 0.0614119 -0.0898585
internal_weight=0 19122.7 204.114 18918.6 51.5027 106.245 18867.1 97.8689 65.6103 59.7208 5.88946 4.26868 55.4521
internal_count=223821 222941 867 222074 1774 483 220300 384 880 836 44 47 789
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=15
num_cat=0
split_feature=130 72 16 90 152 35 106 44 79 19 95 49 137 90
split_gain=20.1411 19.5816 24.2337 24.7687 20.3314 27.4917 25.2007 15.5662 21.1837 15.1511 14.907 6.51896 5.49857 1.28314
threshold=-0.72056868684366726 0.065958052163176628 -0.19795045087386284 -0.018600341835244401 0.44049264903258017 -0.012190187381806977 -0.20315360564392473 0.016216734916525154 -0.023298955305495136 0.18965326573786354 -0.0081811603591373794 -0.21628964709148799 -0.097118484212539644 -0.021325942037246873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -4 6 -6 -3 8 10 -2 -1 -9 -13 -10
right_child=1 4 3 -5 5 -7 -8 11 13 -11 -12 12 -14 -15
leaf_value=0.075996900317880589 -0.040564517413201155 -0.010189611952148604 0.026399025474909445 -0.036602300580831887 0.024202478296083074 0.0019394606311627057 0.00076112631199556175 0.076789904373580173 0.0011365889584081311 -0.13563631957022268 0.3970863164582818 0.18789235301118723 -0.077931347887799526 -0.088538678765826787
leaf_weight=4.7313292496837676 140.84012405271642 2359.2234143795504 137.94497013342334 113.95186839738744 811.32845724583603 1753.3626601146534 19235.682782386255 2.9619711516425005 2.174360860430169 19.027160639641806 2.0822289213538161 0.78740215115249057 66.216856108978391 5.9948008446954182
leaf_count=61 1830 21941 2496 2463 10563 15132 167471 25 46 147 27 13 1444 162
internal_value=0 0.000195951 -0.0214277 -0.00210121 0.000564494 0.00898227 -0.000435232 -0.0485807 0.0439233 -0.0518798 0.174122 -0.0683897 -0.0748075 -0.0646701
internal_weight=0 24571.4 411.764 251.897 24159.6 2564.69 21594.9 84.9489 14.9827 159.867 6.81356 69.9662 67.0043 8.16916
internal_count=223821 222043 6936 4959 215107 25695 189412 1778 296 1977 88 1482 1457 208
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=15
num_cat=0
split_feature=141 25 21 169 20 10 20 147 65 102 32 135 113 34
split_gain=24.2235 27.0811 28.8435 27.5268 26.9618 25.6944 7.19285 7.66082 6.88201 9.62899 6.07923 4.63709 3.56895 2.84013
threshold=2.041008326037471 0.0088697334141047499 0.019389792566004146 0.043200861111113403 0.4590475098847876 0.10312230683626118 0.87897260384308085 -0.49421457979772343 -0.015966190033855122 0.11589084838733084 0.022460975704107763 -0.21086912706920333 -0.19465133277674679 0.48449187639660068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 12 -4 -3 8 -8 11 -10 -5 -1 -2 -9
right_child=1 2 4 10 -6 -7 7 13 9 -11 -12 -13 -14 -15
leaf_value=0.015559090462861505 0.013866943514070251 -0.0531029272992668 0.0019353646298200578 0.0054693443626966133 -0.015742749810704549 -0.0045743813480831185 0.61684044401957516 -0.081300105098122633 0.22852416653269164 -0.040951290792249587 0.093908000604444944 -0.10457686776315218 -0.10736340175187037 0.1749595836945308
leaf_weight=3.5930554193037088 3.2491887062788001 187.76310466453833 13962.635888402259 8.9192043431103212 919.55292733430178 260.44166858818789 0.28254283452406559 0.8107981181146886 1.3625009632614808 49.492134011812595 60.459024181589484 30.368232671584337 9.6129156484057585 0.92692810297012329
leaf_count=194 9 2374 183191 24 21416 1609 10 470 1048 8048 170 5196 60 2
internal_value=0 0.000397318 9.03023e-05 0.057628 0.000843055 -0.0249041 -0.0525676 0.133913 -0.0570095 -0.0337315 0.0825384 -0.0918667 -0.0767385 0.0553925
internal_weight=0 15412.6 15330.4 82.2403 14882.2 448.205 86.8362 2.02027 84.8159 50.8546 69.3782 33.9613 12.8621 1.73773
internal_count=223821 208853 208590 263 204607 3983 14968 482 14486 9096 194 5390 69 472
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=15
num_cat=0
split_feature=139 128 0 85 156 126 70 73 195 146 52 111 48 153
split_gain=27.0212 26.7919 86.0552 69.0304 62.1722 48.484 46.3873 25.4793 14.2208 22.7263 15.2731 15.0232 11.8816 9.99503
threshold=-0.16696370214638423 0.20572480949303651 1.535952175206438 -0.027694922937865931 0.82918715307402746 0.97612562070594333 -0.0078697726354581849 0.62444725037289672 0.48350733497863713 -0.15427424476976268 -0.011818155579660863 0.037828559043180034 45.009350077646182 0.035956315094732565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -4 -3 10 12 13 -11 -10 -1
right_child=1 4 6 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.15708494746606358 0.043237736028458665 0.039237647197386191 -0.0059744215299830546 -0.021593297332894314 -0.012849191587415902 0.019522013074674074 0.011610630154069523 -0.0035065511166127127 0.056126305848726091 0.088780536260430587 -0.057735909181682712 -0.047201810903508265 0.26388778594043799 -0.0261697276875026
leaf_weight=5.5939532038028101 181.10666366969235 405.54426859854721 1926.9255066563055 1763.3439617647673 4126.5025068302348 521.10836712349555 6771.7112083545508 212.54197264253162 7.7570287492708285 9.9591567753377586 154.65031294795699 44.103321065700584 4.2666704021976329 6.3603013866813853
leaf_count=217 1496 2767 45766 19227 30544 4627 58037 3024 211 850 44119 10602 44 2290
internal_value=0 0.00057729 0.00346383 -0.0155549 -0.00525701 -0.00921961 0.00771518 0.0245392 -0.0337481 0.0055037 -0.049318 -0.0221517 0.129852 0.0595837
internal_weight=0 15908.8 10643.1 1944.45 5265.7 4647.61 8698.64 618.086 232.691 66.0862 166.605 54.0625 12.0237 11.9543
internal_count=223821 165488 124526 20723 40962 35171 103803 5791 58333 11707 46626 11452 255 2507
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=15
num_cat=0
split_feature=19 183 117 111 191 29 149 149 153 58 48 142 106 25
split_gain=31.7946 32.9119 43.4233 41.2932 38.2205 25.894 21.5512 20.5579 18.8767 32.5058 12.6559 12.7247 8.13835 7.51494
threshold=-0.55112028651482736 2.4880863322571334 40.200535719635788 0.074563944681868582 2.2325581395348846 1.855396066086717 -0.91537436339999856 -0.1297500527299669 0.03394990753212037 -0.095586921467856925 38.11493726319793 1.1699870664123915 0.26138004630177436 0.058358668444182006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 10 13 12 -12 -1 -10
right_child=1 4 7 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.090343537788499323 0.022001348105147464 -0.020263144252889696 -0.0027533515310252596 -0.001068902148739488 0.07548130441618571 -0.070843852484624145 0.0022142053544277978 0.078920277156448088 0.36940316777187654 -0.095602350736014516 -0.047372951778451411 0.077750102113139846 -0.009160635714258996 0.10138384345227835
leaf_weight=83.800514763308456 826.1938233838664 825.58531643863535 43.74303701746976 12730.404127785856 45.407393742818385 115.3527103131637 346.54934704117477 104.30826056725346 1.2417622064967897 20.337395347771235 18.231270381373179 14.666342002979944 9.1135779337346303 6.6409648735425435
leaf_count=293 23118 2499 228 194943 204 377 1189 377 28 117 100 74 211 63
internal_value=0 -0.000533653 0.000925337 0.000337092 -0.0155348 -0.026464 0.0107021 0.0547891 0.0451315 -0.0287846 0.0617112 0.00840914 0.0805836 0.143605
internal_weight=0 15037.5 13704.6 13556.6 1332.89 940.938 391.957 148.051 154.032 28.2201 125.812 32.8976 92.9141 7.88273
internal_count=223821 222935 218666 218061 4269 2876 1393 605 886 208 678 174 504 91
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=15
num_cat=0
split_feature=180 112 154 186 14 76 18 106 67 173 73 152 13 131
split_gain=28.1506 65.7735 66.6617 72.8809 60.8772 52.353 87.5319 56.9631 53.1806 83.4348 76.1085 46.9619 44.0949 31.2321
threshold=35.925702811244982 -0.10655618262673176 -0.1235836819972727 15.250000000000002 -0.060715217905705651 -0.13134143808615364 0.50880142697259279 0.41559052051123718 -0.05160407084354008 -0.070277774043242106 -0.22002331504483705 -0.33014562858241864 -0.37419510626953839 1.102116674759587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 6 7 -2 9 -7 -10 -1 -8 -13
right_child=5 2 4 -5 -6 8 12 -9 10 -11 -12 13 -14 -15
leaf_value=0.034571606331887335 0.087101966419148566 0.13052855690429183 -0.015448528639791194 0.012625628866921127 0.017975465076604465 0.0043060551691669717 0.12316862532204115 0.0047358068770664554 0.051346401356610408 0.042946541833706844 -0.0050199480757325146 -0.054290758451191072 -0.062307554927206188 0.17874555086596877
leaf_weight=73.756559944711626 241.20017688767985 55.017555650323629 2956.3672430752194 1113.9408179835009 668.06617974569963 3863.4555652746349 14.588378052227197 128.80184033678961 246.4282936843083 653.30004577641375 8580.3452425421565 456.36605368726305 105.6067001419724 5.8245407342910758
leaf_count=1337 4049 92 22219 6261 20414 30035 19 5120 2756 4425 97656 25283 4151 4
internal_value=0 -0.00630521 -0.00259047 0.0181748 -0.00928772 0.0022488 0.0343448 0.0584294 0.0010697 0.00989499 -0.0034463 -0.039529 -0.0397958 -0.051354
internal_weight=0 5329.34 4793.39 1168.96 3624.43 13833.7 490.197 370.002 13343.5 4516.76 8826.77 535.947 120.195 462.191
internal_count=223821 75610 48986 6353 42633 148211 13339 9169 134872 34460 100412 26624 4170 25287
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=15
num_cat=0
split_feature=157 157 151 2 44 127 107 141 76 76 194 36 38 87
split_gain=19.387 23.5087 67.5646 72.8072 56.4459 41.5154 25.8953 25.3164 8.23503 15.7548 16.3246 4.41545 5.28155 3.85413
threshold=-0.44895709000489664 -0.11110469280347991 -0.21198627382508264 -0.092525148575789987 -0.11881604136434125 0.91469611425749131 -0.16585726583324181 21.047164545559699 0.53801568771635966 0.19418003029840353 0.048175556748259171 0.75024218631513107 0.055966786329019538 0.94611351994993631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 9 -1 -11 12 -10 -13
right_child=1 4 3 -5 5 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.083301512982603951 -0.0034293839983828758 -0.060914635288213115 0.0049302331585785114 0.035982799113270701 -0.00012978292291593316 -0.076562469718100934 -0.017880865763005734 -0.032354189390934304 -0.081935918440407443 -0.081130294454506716 0.14069793938839054 -0.080752212384813837 0.28950573085212655 0.0063413240053933869
leaf_weight=12.857443729881199 728.50491215652437 181.78354271431454 4190.365363032266 921.01294848823454 17322.236570529058 71.35690594650805 605.89485215791501 517.57616852357751 0.78296987141948082 4.9501984837552291 10.058146268391281 52.505920733354287 0.74901263415813446 5.6254503756645127
leaf_count=1001 14184 1168 51806 6142 133044 182 6910 5906 38 589 473 2039 3 336
internal_value=0 0.00020121 0.00543551 0.0105256 -0.00162907 -0.000443347 -0.0278124 -0.0154437 -0.0469455 -0.00206329 0.0675324 -0.0679078 0.0996683 -0.0723241
internal_weight=0 24538.7 6357.46 5111.38 18181.3 17393.6 787.678 1246.08 87.5291 27.8658 15.0083 59.6634 1.53198 58.1314
internal_count=223821 219342 78038 57948 141304 133226 8078 20090 4479 2063 1062 2416 41 2375
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=15
num_cat=0
split_feature=59 73 116 136 91 96 195 138 161 35 124 188 183 112
split_gain=23.3317 40.5941 38.4524 51.7065 50.5084 44.955 38.1189 27.5487 26.7526 36.7142 30.5624 24.798 22.2482 21.3609
threshold=0.84336650602989527 -0.10686494547620999 0.36300019912827924 0.080260339477276829 0.21183586998994494 0.27841320170703082 0.367961175351527 0.28040643627408285 -0.17144741997816945 0.66785892230174271 -0.201701342625807 1.0618054081826416 1.0283887409000441 -0.25326753188025897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 11 5 -1 -5 12 10 -10 -3 -4 -2 -6
right_child=1 8 3 6 13 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0017603720122997277 0.0053046044740434617 0.074927663976838171 0.033986560792167733 -0.014338383798118885 0.33848913612494624 0.030544488127784486 0.013901740402308335 -0.11412962064278827 -0.036252382491301721 0.0025762007173408641 -0.032196716089451488 -0.093083166056246475 -0.07515880310355405 -0.057363776590761577
leaf_weight=10561.129379024553 76.656755230418639 80.393723959103227 871.30503623897675 790.50925603572978 1.3738409858196963 449.08450004012775 1208.9833008118148 55.465297653245216 363.51938855592743 737.68878578164731 39.825781212364745 15.633453124435617 62.284047212800942 175.61461214486917
leaf_count=159950 870 292 13371 6780 10 10124 10621 446 2284 5999 814 56 737 11467
internal_value=0 -0.0121069 0.00136045 0.011651 -0.00129464 -0.000442722 0.00273687 -0.0545497 -0.00535157 -0.0102415 0.03944 0.0317468 -0.0307653 -0.054291
internal_weight=0 1415.83 14073.6 2886.43 11187.2 11010.2 1999.49 194.406 1221.43 1101.21 120.22 886.938 138.941 176.988
internal_count=223821 11442 212379 30828 181551 170074 17401 2053 9389 8283 1106 13427 1607 11477
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=15
num_cat=0
split_feature=151 116 78 156 32 33 131 156 43 136 87 73 11 49
split_gain=24.9698 44.0058 56.5392 54.1632 61.1684 50.7998 47.8614 39.2756 35.5608 36.8827 30.3791 30.3072 29.5219 27.47
threshold=0.0053380760502269508 -0.16648327191103671 0.36081722113783959 1.3957853549722901 -0.011857425147691485 47.372938021950851 0.11434751164581582 2.8410008770006532 12.965422705108258 -0.035408317770734908 0.1318570696852607 0.0079496266052657763 0.46277819289163363 -0.057628809076529779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 9 -1 11 -9 -10 -4
right_child=1 3 13 5 -6 -7 -8 10 12 -11 -12 -13 -14 -15
leaf_value=0.013620933901174538 0.030138166212984575 -0.055368257795037769 0.40932420855313234 0.01223173471607421 -0.01028868062016176 -0.013622439923833047 -0.017716518246256644 -0.0047105759337428312 0.054285694558353782 -0.00039220268518291867 0.084967633167711443 -0.04741837593206736 -0.0058750037719526131 0.10196872918508584
leaf_weight=2539.7104488113328 543.60387688044284 475.51774770600605 5.0055727586150169 1335.0383581449278 820.15448207134614 1764.3332704351997 339.53247244551312 362.19761050255329 251.28791094194457 7211.5513654466267 26.448449954448733 307.00172935227238 120.76929149644275 6.938857186585663
leaf_count=27251 6297 6518 36 17877 8546 67586 3111 17843 3807 47147 587 14614 2550 51
internal_value=0 -0.00554755 0.0146627 -0.00966352 -0.0268331 -0.00248589 0.0117399 0.00283578 0.00441522 0.00325751 -0.0201487 -0.0243032 0.0347576 0.230773
internal_weight=0 5290.12 895.081 4395.04 1295.67 3099.37 883.136 10819 10123.3 9751.26 695.648 669.199 372.057 11.9444
internal_count=223821 110022 9495 100527 15064 85463 9408 113799 80755 74398 33044 32457 6357 87
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=15
num_cat=0
split_feature=33 67 157 106 26 146 106 171 102 41 106 191 145 108
split_gain=29.8376 31.5862 31.4038 80.6715 53.9456 23.5665 25.2217 22.8299 19.1431 18.5398 29.7381 12.8897 6.20616 0.897845
threshold=3.1171164234673614 -0.16265830980147952 -0.077865423869065156 -0.21617601289727775 0.089902871090138961 -0.37318852669312469 -0.27303191494951989 0.24577711205595934 0.23484731526594024 -0.014951857911559912 -0.20734963573128615 -0.12121212121212126 0.69971763767421791 1.7198471431379829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 12 11 -11 -10 13 -1
right_child=1 2 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.098014495933156184 0.099510914484812793 -0.0212947825272011 0.042789710724103522 0.0018019757147131551 -0.00033272227305327517 0.028797328361747743 -0.049973072343726208 -0.080719894585393165 -0.059720953809895165 -0.056498453150757078 0.062653206935538011 0.065636144036200425 0.072124498682895763 -0.20540628745029116
leaf_weight=11.661129931453612 21.376792351715267 1427.4949187814927 545.87623335904209 3990.4745071658763 8771.125557291336 22.814545196393738 23.914110734913265 114.8800186329463 8.6537791136652213 43.101954217534512 40.750166804529727 157.27440176543314 2.3444674611091605 0.83419243991375047
leaf_count=286 187 47012 3923 126629 38552 533 1164 3161 53 301 922 1090 5 3
internal_value=0 -0.000700623 -0.000187847 0.00673418 -0.00326677 -0.0419921 0.0205817 -0.062574 0.0331751 0.0397309 0.00140646 0.0590983 -0.0771719 -0.105184
internal_weight=0 14918 14735 4536.35 10198.6 182.985 45.2909 137.695 264.62 249.78 83.8521 165.928 14.8398 12.4953
internal_count=223821 221161 216116 130552 85564 5045 1351 3694 2660 2366 1223 1143 294 289
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=15
num_cat=0
split_feature=95 191 76 95 17 88 22 156 96 101 139 170 110 147
split_gain=26.6461 47.5809 53.8115 51.872 50.7587 62.6767 47.7706 47.0029 45.427 42.3282 37.9255 33.3079 46.9983 14.4311
threshold=1.4169359367761951 1.0591275269797868 2.0791105706502928 0.46030788008721163 0.13307107328252041 0.0099379513987030588 0.072963610117263711 1.1591052405210034 2.7626066614346052 0.66906512020496522 -1.0000000180025095e-35 0.1271137156419205 0.51135334262505239 -1.225304715782831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 -6 11 -10 -11 12 -2 -13
right_child=8 4 6 -5 7 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=3.0612781972737401e-05 -0.073793151236836302 -0.014489260667704978 -0.10235666979913496 -0.020131549919871077 -0.0034229103292018944 0.037976274734821083 0.048959010162381487 0.067399563848577357 -0.072016008991900679 0.13314963639460009 0.0077060122925451755 0.038297151153118734 0.056391290550000694 -0.076325202468952746
leaf_weight=15250.698637374546 50.730645125848241 601.49783845851198 22.357739850878716 1392.536691086716 133.89930981351063 366.39667079877108 312.23513410240412 312.20760190952569 62.862581125053111 26.084057508967817 317.00738151092082 11.620059853885321 61.166065844008699 200.67809656320605
leaf_count=197684 666 1775 85 13503 512 2073 1037 1005 636 88 1746 115 411 2485
internal_value=0 0.000609763 -0.000858107 -0.00165635 0.0182344 0.00537158 0.038848 0.0461421 -0.0188691 0.00342116 0.0172431 -0.0467809 -0.00263047 -0.0700514
internal_weight=0 18391.8 16977.8 16643.2 1414 967.895 334.593 446.107 730.149 405.954 343.091 324.195 111.897 212.298
internal_count=223821 217674 212309 211187 5365 3848 1122 1517 6147 2470 1834 3677 1077 2600
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=14
num_cat=0
split_feature=154 76 47 77 181 151 16 130 179 188 25 77 99
split_gain=19.0944 18.5531 35.6718 27.6053 43.1721 26.4676 25.3068 18.305 6.19859 5.3211 15.0928 5.02782 4.89612
threshold=-0.42680575514461422 -0.32227677501239599 0.20709348193422614 -0.19075698100456276 -0.018319785893173447 0.22339470288237367 0.6190717801369815 0.21776842519028572 -0.15542631495507694 0.1150859064255547 0.056047887927517519 -0.11135520529351237 0.17203680645131955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -4 -5 -2 11 12 -11 -1 -10
right_child=1 3 5 6 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.37100091244405897 -0.066117785266841561 -0.0098125820447713466 -0.0063363649972099706 0.00059203464029404691 0.034118697134090943 0.13305670472074582 -0.014166674039945884 0.099303940099596422 -0.067571492048099369 0.28189126214743704 -0.030354690312463489 0.0034196842625344847 0.19565441963582872
leaf_weight=0.63318711519241333 136.22077957820147 363.18756408628542 56.239976780256256 22126.240535943114 582.41830587072764 17.975561262574047 1226.213364166877 7.0348126925528041 61.90241794870235 1.6300300057046104 30.767491299659014 0.90248278505168744 0.71479329513385792
leaf_count=3 638 2632 846 202410 4900 194 9467 30 2104 39 505 38 15
internal_value=0 0.000235078 -0.0288435 0.000495335 0.0172456 0.0274257 -0.00018293 -0.0579945 -0.0443233 -0.0475446 -0.0146445 0.154981 -0.0645667
internal_weight=0 24515.5 217.471 24298.1 945.606 74.2155 23352.5 143.256 96.5504 95.0147 32.3975 1.53567 62.6172
internal_count=223821 221117 1708 219409 7532 1040 211877 668 2704 2663 544 41 2119
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=14
num_cat=0
split_feature=1 82 70 76 73 181 35 108 99 99 152 24 123
split_gain=23.6202 23.2772 45.6266 51.4583 46.2974 34.3551 49.4994 35.5505 0.232951 0.0906157 0.0573451 0.0757608 0.0157947
threshold=-0.4830965277239791 0.33329353607638856 -0.021216663305592753 -0.03613249077033729 -0.064005974648424488 -0.025754471779119468 0.064857326451661465 1.790475477008312 0.031751641674638821 0.028680010697425751 0.97879371383886049 0.17165731002811041 483.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 -1 12 -12 -10
right_child=1 5 4 -5 -6 6 -8 -9 10 -11 11 -13 -14
leaf_value=-0.10364087688158322 -0.00062859411967414343 0.043961030211432911 -0.03935706024448804 0.020045288187734392 -0.0059549656785291977 -0.01764368605041949 0.014445193596002163 -0.081553072397138104 -0.086274985164132678 -0.15552632742144912 -0.13149240691886285 -0.084251337992179043 -0.081551087963105548
leaf_weight=0.75151807276506832 6536.9810533818672 367.17455667467675 458.46801034075997 1475.7563965928139 4373.0157401483066 709.92505147870452 1488.9402705896937 24.044021813781001 12.630146730873099 0.60966033799923025 0.59293566246196749 0.7941420320130419 16.101265991425862
leaf_count=38 53265 3723 32061 29506 71235 24548 6447 382 298 12 3 37 2266
internal_value=0 0.000294836 -0.00144908 0.00317905 -0.00912455 0.00894289 0.00408499 0.036247 -0.0864152 -0.12688 -0.0845864 -0.104446 -0.0836277
internal_weight=0 15434.3 12844.2 8012.74 4831.48 2590.08 2198.87 391.219 31.4797 1.36118 30.1185 1.38708 28.7314
internal_count=223821 221167 186067 82771 103296 35100 30995 4105 2654 50 2604 40 2564
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=15
num_cat=0
split_feature=14 125 108 35 176 12 36 180 77 155 73 63 126 96
split_gain=25.6133 45.9704 46.8412 45.616 68.4449 63.9154 44.8051 41.8029 40.4144 33.3807 24.7628 22.4418 20.0384 17.9298
threshold=-0.28089997626229707 1.0869442063441646 1.743571729722958 -0.081390388651363429 -0.18689785221060765 1.9863550377123029 1.1334831838133017 28.858768406961179 -0.093960447606555239 -0.068400583145562674 1.0350580586856266 0.003464203882092602 0.92153090769934576 0.46415254012712015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 9 -6 11 -8 -1 -2 -4 -5 -3 -14
right_child=3 12 10 6 5 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.062727770440814387 -0.037813251821850129 -0.10561938931614788 0.052422214179071405 -0.042633274434081561 -0.044422413616820373 -0.002546059015284899 -0.038836333147339447 -0.00030105325681510989 0.0078042909961586766 0.033516950857752491 -0.0015883498266958747 0.024923218404758168 0.075542680956794367 -0.039319987324150568
leaf_weight=84.011556925717741 81.550803301855922 40.247126696922351 361.85795714752749 52.00250654615229 841.13038782859803 643.17065471041133 289.87657085342289 9749.9642968100834 2461.356313309574 335.5666219011182 110.9037799515645 903.59158348024357 15.730099148117004 99.887220551609062
leaf_count=384 365 260 3001 705 6197 6865 5563 166692 20344 2934 976 8723 141 671
internal_value=0 0.00811041 0.0108453 -0.00191743 -0.016219 -0.0262767 0.000555719 -0.00141367 0.00547633 0.0195712 0.039752 0.0212469 -0.0448476 -0.0236926
internal_weight=0 3173.99 3018.13 12896.9 1901.42 1484.3 10995.4 10039.8 2545.37 417.117 472.762 955.594 155.864 115.617
internal_count=223821 25777 24705 198044 16361 13062 181683 172255 20728 3299 3977 9428 1072 812
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=15
num_cat=0
split_feature=19 35 124 182 49 124 149 77 55 69 161 71 178 130
split_gain=29.0339 37.2338 71.6567 71.9667 45.5881 51.2584 41.1566 25.5366 33.3607 23.6355 20.0547 20.0251 19.6862 10.8974
threshold=-0.47236426103468804 0.20675905172575737 -0.31169492530991727 -0.080102856632101052 0.76562063817443782 -0.14645873690770136 0.48344037884565821 -0.069697507977463699 0.032031363608900396 0.028817627376748815 0.13341178185567584 -0.046330599707393554 0.33488954063485427 0.2277824417826958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 9 -6 -4 10 12 -3 -1 -10 -9 -12
right_child=1 4 6 -5 5 -7 -8 8 11 -11 13 -13 -14 -15
leaf_value=-0.10661797050399005 0.64523588278311195 -0.0017310853247626595 -0.0008811920468768308 0.084091013084371807 0.031699731732100118 -0.013242700042527379 0.019683314630082608 0.063320313926864616 0.34301059907733411 -0.030817929905409727 0.069850714223954918 0.049290242785968483 -0.10235489796823892 -0.048179554191457752
leaf_weight=22.649411523787421 2.3673107651993623 376.30028120706265 11115.90260586753 66.134491886972683 408.53205835710105 669.93449856815278 1066.5818346492451 10.217365381089619 2.3420268697373094 1084.4923588776146 17.362554907558664 260.55847263480246 24.063851244864054 14.236128882970659
leaf_count=370 172 24510 159977 2280 9143 2617 8316 201 41 14148 345 1487 162 52
internal_value=0 -0.000791548 0.00149273 0.103483 -0.0118123 0.00378187 0.000919239 0.028291 0.0398081 -0.0233252 -0.0348019 0.0519068 -0.0529761 0.0166746
internal_weight=0 14790.2 12251 68.5018 2539.26 1078.47 12182.5 351.43 297.182 1460.79 54.2481 262.9 34.2812 31.5987
internal_count=223821 221163 170745 2452 50418 11760 168293 2658 1891 38658 767 1528 363 397
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=15
num_cat=0
split_feature=59 68 178 122 42 181 164 180 2 53 31 54 61 150
split_gain=26.3145 45.984 64.8255 58.726 45.9869 79.4908 44.3022 42.5908 42.4198 38.7227 64.8738 57.0725 31.0294 13.5546
threshold=-0.0083003452091470111 -0.012470414400551074 -0.063499395155268118 -0.16307462987604396 0.033686142242218518 -0.12192971925796234 -0.022518705354836247 27.972556894243645 -0.51962897506608596 -0.02281354356535659 -0.10540783085034984 141.27117079070345 0.10198299941424051 0.74931596056429506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 12 11 -11 -10 -1 -14
right_child=1 4 3 -5 7 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.059438014184682399 0.0080548015893501784 0.086277082977663094 -0.052506481167341773 0.045787122854345073 0.071126214251701445 -0.022446979763026991 -0.04687454906030137 0.0014114393101197255 -0.0018462041461748133 0.094617005467096518 -0.021358634944153982 0.26129497948481001 0.1067528575357015 -0.025376280967747591
leaf_weight=16.756097953300923 2964.6381578732107 70.577206960995682 66.395504889078438 719.0152370260621 89.19673910018173 1424.6555757954775 154.48153277122765 4997.7814868765054 6735.4876459958323 49.617944128534873 1726.8313618730099 8.2524086542543937 65.777162028476596 8.8031723371241224
leaf_count=94 17626 618 437 4917 1168 18563 2917 76016 62716 4323 34050 70 145 161
internal_value=0 0.00320233 0.0118001 0.0374778 -0.0018978 -0.017315 0.0053343 0.00263384 -0.00425758 -0.00498426 -0.0181193 -0.00152419 0.0635295 0.0911568
internal_weight=0 10486.7 3904.53 785.411 6582.21 1495.23 3119.12 5086.98 8611.53 8520.19 1776.45 6743.74 91.3364 74.5803
internal_count=223821 122262 25897 5354 96365 19181 20543 77184 101559 101159 38373 62786 400 306
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=15
num_cat=0
split_feature=19 32 170 12 73 140 193 122 85 8 82 18 21 129
split_gain=18.761 42.1255 41.7012 41.0125 30.9201 28.1821 27.8036 38.2576 38.6925 27.8479 25.8608 24.9006 21.9015 11.4955
threshold=-0.09749335970619212 0.3187718848464236 0.15670134328636684 6.3562823994858775 -0.18387090822889587 -0.3351128473611093 -0.0068007133644558257 1.8485448872666279 -0.1091468646402792 -0.38203208633442343 -0.13708129011781064 0.2909904161593822 0.017909047265880555 1.0158915081961737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -5 7 8 -2 13 -4 -11 -3 -8
right_child=6 2 10 5 -6 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.032322884127996603 -0.021168159519415565 0.065988485008433032 0.061802793840712772 -0.014131142617125404 -0.0010801433411346858 0.033106901452316977 0.17030215602673682 0.43271699415474729 0.0092652797931746817 0.022417884678343197 -0.012053227221262161 -0.00233885324434039 -0.050972423172357555 0.046953641463492589
leaf_weight=340.82611660080147 450.21923214138951 16.703885885886848 49.294530040235259 163.59433783567511 4487.7385846807156 553.94717368506826 11.676320944476172 2.1123566702008238 5794.0751245540159 422.36629342031665 1240.1924457666464 10665.535781287093 385.41424201210611 21.407914453273406
leaf_count=5520 2837 119 1116 1349 38956 3196 135 28 55260 3063 20986 86399 3972 885
internal_value=0 -0.00418381 -0.0179977 2.9537e-05 -0.00328542 0.022337 0.00187619 0.00721494 0.007071 -0.00112246 -0.00922986 -0.00139581 -0.0461139 0.0904867
internal_weight=0 7237.71 1691.61 5546.11 4828.56 717.542 17367.4 6246.41 6244.29 11121 1289.49 11087.9 402.118 33.0842
internal_count=223821 75214 26193 49021 44476 4545 148607 58125 58097 90482 22102 89462 4091 1020
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=15
num_cat=0
split_feature=18 82 0 157 35 139 52 169 118 52 129 97 12 194
split_gain=24.8318 32.0466 48.2067 58.0828 41.3003 43.1568 39.5054 37.8385 28.7506 26.3493 24.3707 18.4453 10.6945 9.12461
threshold=0.23464775993768422 0.33329353607638856 2.9955637517553839 0.086010854315398191 0.01326307387403022 0.30846683973825656 -0.1070871519318831 0.92093412079749359 -0.19049938131053754 0.70838959180598937 1.0154778206637769 0.035326477527024662 1.2705582701596567 0.10678840444948969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -4 -6 12 10 -10 -11 -1 -14
right_child=1 4 6 -5 7 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.28845334537970002 -0.040964443336480506 0.0043061146472012516 0.10081337373487131 0.031030354245094607 0.027890963269311855 -0.062662367011719275 0.00058393588684871095 -0.013892135491268193 0.0094326650108888764 0.039995066111450678 -0.029816953314184987 -0.0089990827196714911 0.069209159609809737 -0.066606843614988767
leaf_weight=2.0122969901831302 549.70196875696456 422.88356882546941 39.463676249368291 140.75135281349503 1308.3876058227761 124.57776130324783 11171.182367080544 259.76767759851646 193.29468126709253 124.91887338459492 871.23814982243039 199.65782313328236 41.598225060195546 5.6142886805391745
leaf_count=68 38987 9456 5788 2365 6662 15177 129769 1508 1744 2018 8130 1196 924 29
internal_value=0 0.0013733 -0.00064271 -0.026288 0.0127141 -0.0109329 0.000936763 0.0209695 -0.0124237 -0.0150852 -0.0226901 0.00985715 0.0626814 0.0530586
internal_weight=0 14016.7 11901.1 690.453 2115.62 547.461 11210.6 1568.16 1438.33 1389.11 1064.53 324.577 49.2248 47.2125
internal_count=223821 209712 176909 41352 32803 24633 135557 8170 14109 13088 9874 3214 1021 953
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=15
num_cat=0
split_feature=16 84 131 116 56 40 16 70 49 189 15 152 12 93
split_gain=25.1467 26.7767 25.0295 24.5212 55.125 39.4818 23.2544 19.3697 19.0202 19.2285 18.9972 14.6746 13.4805 22.4084
threshold=-0.41868010917510667 0.97633930032536365 0.23887127606271277 0.085344560329043459 0.088359814352786628 5.022315121451439 -0.017170869397261999 0.65989796055740202 0.62761222995491461 30.500000000000004 1.2467004339515688 0.46126622206495155 1.3711420936123815 0.043144971658028539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 -2 -5 10 -8 9 -1 -3 -10 13 -4
right_child=1 6 12 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.071315406105013676 -0.0005802020739187956 0.045455219126350845 -0.18041266622732779 0.011767118935679735 0.018066408817479812 -0.015674077745787874 -0.0036566147842911271 0.17493513556627854 0.21569354886947401 -0.021744292044004812 -0.060236828145015978 -0.053134964546507291 -0.025239789340967284 -0.05465348568477716
leaf_weight=24.450768328824779 10981.650109973903 79.708560142520582 20.315039531327784 713.77348134294152 1852.9480646164011 1975.304093107783 8.5231470468570496 21.125322175357724 6.4702954440144804 241.58557647520502 21.618554750923067 2.9592589096355368 53.000128784013214 46.831488353782333
leaf_count=933 118904 1874 52 7797 14244 70603 139 215 169 6605 325 178 1087 696
internal_value=0 0.000672507 -0.024856 0.000292619 0.00211183 -0.00839024 0.0456981 0.123595 -0.00824432 -0.0131914 0.0229054 0.131328 -0.0629423 -0.0927017
internal_weight=0 15654.7 395.613 15523.7 12834.6 2689.08 130.976 29.6485 275.466 266.036 101.327 9.42955 120.147 67.1465
internal_count=223821 214101 9720 211548 133148 78400 2553 354 7885 7538 2199 347 1835 748
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=13
num_cat=0
split_feature=155 161 10 109 158 186 10 158 24 178 188 115
split_gain=28.6502 29.3957 62.107 61.64 77.8768 50.504 50.2803 29.6678 10.6496 9.47453 7.89626 0.166376
threshold=1.3042474169008302 -0.029366608398858064 0.5179308966197208 0.53776081306744772 -0.09356528490173599 15.250000000000002 -0.33634522012743467 -0.10802226306061717 -0.21224362069630745 -0.27560708558216079 -0.11145602177313275 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -5 -4 -2 11 -11 -10
right_child=8 2 7 6 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.010625292078938278 0.53605047060102851 0.062018954899052049 0.025826491211861341 0.064289313370952991 0.016587290968597117 -0.011087527352022038 0.012784235082824969 0.00050074010033762618 -0.092401374348540746 0.20554949426395386 0.061420845822527215 -0.14061858765355859
leaf_weight=3426.6393805072003 0.47872637666296114 96.095389118192543 786.59349045343697 207.19217890911386 1517.3098695125518 5677.7835912846131 2224.5257239717466 1122.8210503045702 1.5517447948950578 4.0696695771475779 57.622192613642255 1.3281232118606556
leaf_count=57801 28 945 3731 1102 35155 101876 7651 13821 39 99 1568 5
internal_value=0 -0.000371708 -0.00470054 0.00413768 -0.00227369 -0.00987081 0.0171727 0.0109338 0.0661364 0.0626525 0.0709287 -0.114638
internal_weight=0 15059 7683.29 7375.67 4943.95 5773.88 2431.72 1909.41 65.0505 64.5717 61.6919 2.87987
internal_count=223821 222082 120373 101709 92956 102821 8753 17552 1739 1711 1667 44
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_c1min_norm=196
acc_diff_std_ratio=174
eeg_iqr_c1min_norm=149
acc_diff_avg=123
eeg_ar_c1min_norm=119
eeg_petrosian=117
eeg_petrosian_c1min_norm=110
eeg_kurt_c1min_norm=109
eeg_sp2a_c1min_norm=107
eeg_rn_c1min_norm=106
acc_diff_std_c1min_norm=95
eeg_at_c1min_norm=94
eeg_perm=94
eeg_sp_wave3_c1min_norm=94
eeg_sp2r_p05min_norm=93
eeg_sp2d_c1min_norm=90
eeg_g3b_c1min_norm=88
eeg_g3d_c1min_norm=85
eeg_ar_p05min_norm=82
eeg_g3d_p05min_norm=82
eeg_iqr_p05min_norm=82
eeg_sp2r=82
eeg_g3b_p05min_norm=79
eeg_fdelta_c1min_norm=77
eeg_gama4_p05min_norm=77
eeg_std_c1min_norm=76
eeg_empty_band2=71
eeg_ab_c1min_norm=68
eeg_higuchi_p05min_norm=68
eeg_gama4_c1min_norm=67
eeg_hcomp_c1min_norm=67
eeg_perm_c1min_norm=67
eeg_theta2_c1min_norm=67
eeg_gama4=66
eeg_nzc_c1min_norm=66
eeg_higuchi=65
eeg_petrosian_p05min_norm=65
eeg_rem_wave_c1min_norm=63
acc_diff_avg_c1min_norm=63
eeg_db_c1min_norm=60
eeg_empty_band2_c1min_norm=58
eeg_iqr=58
eeg_perm_p05min_norm=58
eeg_gama=57
eeg_dr_c1min_norm=56
eeg_sp2a_p05min_norm=56
eeg_kurt_p05min_norm=55
eeg_sp_wave1_c1min_norm=53
eeg_as_c1min_norm=52
eeg_sp_wave3_p05min_norm=52
eeg_ab=51
eeg_delta4_c1min_norm=51
acc_diff_iqr=51
acc_diff_median=50
eeg_db_p05min_norm=49
eeg_beta3=48
eeg_higuchi_c1min_norm=48
acc_diff_std=48
eeg_sigma_c1min_norm=47
eeg_sp2d_p05min_norm=47
acc_diff_median_c1min_norm=47
eeg_beta_c1min_norm=46
eeg_g3b=46
eeg_g3r_c1min_norm=46
eeg_std_p05min_norm=46
eeg_gr_c1min_norm=45
eeg_hmob_c1min_norm=45
eeg_sdelta_c1min_norm=45
eeg_alpha2_c1min_norm=44
eeg_ar=44
eeg_sp_wave1_p05min_norm=44
eeg_theta3_c1min_norm=44
eeg_g3r=43
eeg_ab_p05min_norm=42
eeg_n_wave_c1min_norm=41
eeg_std=41
eeg_sp_wave1=40
eeg_fdelta_p05min_norm=39
eeg_gama3=39
eeg_gama_c1min_norm=39
eeg_beta2_c1min_norm=38
eeg_ds_c1min_norm=38
eeg_g3a=38
eeg_gn=38
eeg_hcomp_p05min_norm=38
eeg_rn_p05min_norm=38
eeg_abspow_c1min_norm=37
eeg_alpha_c1min_norm=36
eeg_g3t_p05min_norm=36
eeg_sp_wave3=36
acc_diff_std_ratio_c1min_norm=36
eeg_alpha=35
eeg_dn_c1min_norm=35
eeg_rem_wave=35
acc_diff_iqr_p05min_norm=34
eeg_beta=33
eeg_gn_p05min_norm=33
eeg_kurt=33
eeg_nzc_p05min_norm=33
eeg_dt=32
eeg_g3r_p05min_norm=32
eeg_gr=32
acc_diff_std_p05min_norm=32
eeg_g3t_c1min_norm=31
eeg_gama2_c1min_norm=31
eeg_gn_c1min_norm=31
eeg_nzc=31
acc_diff_iqr_c1min_norm=31
acc_diff_median_p05min_norm=31
eeg_dt_c1min_norm=30
eeg_empty_band1_c1min_norm=30
eeg_g3a_c1min_norm=30
eeg_gama2_p05min_norm=30
acc_diff_avg_ratio_c1min_norm=30
eeg_beta3_c1min_norm=29
eeg_gama_p05min_norm=29
eeg_rem_wave3=29
eeg_abspow_p05min_norm=28
eeg_delta4_p05min_norm=28
eeg_gama3_c1min_norm=28
eeg_gama3_p05min_norm=28
eeg_hcomp=28
eeg_skew_c1min_norm=28
eeg_db=27
eeg_empty_band2_p05min_norm=27
eeg_g3a_p05min_norm=27
eeg_hmob=27
eeg_n_wave_p05min_norm=27
eeg_sp_wave2_c1min_norm=27
eeg_theta_c1min_norm=27
eeg_at_p05min_norm=26
eeg_delta4=26
eeg_fdelta=26
eeg_gr_p05min_norm=26
eeg_beta_p05min_norm=25
eeg_delta_c1min_norm=25
eeg_dr=25
eeg_g3n=25
eeg_gama2=25
eeg_n_wave=25
eeg_theta2=25
eeg_theta2_p05min_norm=25
acc_diff_avg_p05min_norm=25
eeg_abspow=24
eeg_hmob_p05min_norm=24
eeg_alpha2_p05min_norm=23
eeg_delta2_c1min_norm=23
eeg_g3n_c1min_norm=23
eeg_rem_wave3_c1min_norm=23
eeg_at=22
eeg_beta3_p05min_norm=22
eeg_rem_wave_p05min_norm=22
eeg_delta3_c1min_norm=21
eeg_dr_p05min_norm=21
eeg_dt_p05min_norm=20
eeg_g3n_p05min_norm=20
eeg_g3t=20
eeg_rn=20
eeg_sdelta=20
eeg_sp2a=20
eeg_as=19
eeg_beta2=19
eeg_da_c1min_norm=19
eeg_alpha_p05min_norm=18
eeg_da_p05min_norm=18
eeg_alpha2=17
eeg_ds_p05min_norm=17
eeg_sp_wave2=17
eeg_dn=16
eeg_g3d=16
eeg_rem_wave3_p05min_norm=16
eeg_sdelta_p05min_norm=16
eeg_sp_wave2_p05min_norm=16
eeg_delta=15
eeg_theta_p05min_norm=15
acc_diff_avg_ratio=15
eeg_beta2_p05min_norm=14
eeg_empty_band1_p05min_norm=13
eeg_skew_p05min_norm=13
eeg_theta=13
eeg_theta3_p05min_norm=13
acc_diff_std_ratio_p05min_norm=13
eeg_sigma_p05min_norm=12
eeg_sp2d=12
eeg_theta3=12
acc_diff_avg_ratio_p05min_norm=12
eeg_as_p05min_norm=11
eeg_da=11
eeg_delta3=11
eeg_dn_p05min_norm=11
eeg_delta2_p05min_norm=10
eeg_delta3_p05min_norm=10
eeg_delta_p05min_norm=10
eeg_empty_band1=10
eeg_sigma=9
eeg_ds=8
eeg_skew=8
eeg_delta2=7

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 120]
[learning_rate: 0.1]
[num_leaves: 15]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -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: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 5]
[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:[]
