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=1724 1730 1742 1744 1728 1766 1778 1772 1767 1750 1772 1769 1760 1771 1753 1763 1778 1771 1774 1763 1760 1784 1775 1774 1755 1758 1777 1778 1784 1766 1755 1783 1776 1779 1765 1756 1780 1779 1779 1755 1752 1766 1784 1774 1759 1771 1779 1782 1788 1759 1761 1775 1784 1782 1777 1779 1773 1783 1771 1772 1751 1774 1781 1775 1769 1769 1782 1784 1780 1768 1772 1791 1769 1777 1772 1768 1780 1784 1776 1778 1767 1782 1773 1782 1775 1759 1794 1781 1768 1776 1751 1775 1782 1783 1773 1754 1788 1778 1768 1764 1756 1778 1785 1771 1783 1773 1781 1793 1784 1774 1765 1779 1788 1784 1775 1760 1793 1778 1783 1765 1760 1780 1779 1786 1760 1766 1783 1785 1788 1754 1784 1766 1767 1769 1778 1757 1782 1777 1783 1766 1761 1788 1777 1766 1775 1780 1774 1780 1789 1770 1756 1781 1779 1782 1768 1772 1769 1786 1773 1767 1774 1775 1791 1775 1762 1759 1784 1775 1766 1775 1764 1779 1777 1788 1773 1765 1781 1792 1562 1655 1758 1763 1781 1784 1757 1763 1768 1778 1772 1759 1759 1768 1778 1761 1772 1764 1776 1775 1769 1776 1754 1773 1783 1770 1758 1746 1752 1798 1781 1768 1771 1779 1778 1770 1652 1445 1747 1787 1792 1766 1775 1770 1782 1759 1775 1775 1660 1771 1780 1781 1744 1771 1788 1773 1749 1778 1790 1775 1785 1785 1755 1769 1781 1777 1760 1545 1762 1786 1792 1744 1784 1780 1565 1772 1770 1759 1757 1778 1784 1785 1654 1765 1776 1768 1655 1759 1764 1785 1792 1437 1767 1557 1767 1775 1756 1767 1776 1776 1792 1767 1772 1555 1777 1792 1777 1787 1650 1789 1788 1775 1782 1771 1784 1766 1772 1763 1761 1578 1771 1758 1773 1559 1552 1769 1756 1556 1553 1788 1782 1759 1763 1763 1788 1747 1770 1767 1775 1762 1753 1765 1655 1752 1778 1789 1786 1784 1440 1800 1677 1769 1780 1770 1771 1786 1652 1652 1757 1791 1764 1762 1799 1755 1741 1785 1765 1753 1772 1785 1772 1779 1792 1551 1808 1793 1755 1763 1749 1775 1759 1786 1801 1774 1782 1793 1756 1793 1564 1744 1794 1759 1759 1755 1789 1794 1769 1766 1767 1760 1773 1768 1768 1762 1651 1774 1784 1443 1754 1761 1805 1777 1777 1765 1780 1798 1794 1784 1656 1777 1780 1780 1755 1757 1758 1801 1769 1767 1765 1789 1779 1650 1758 1757 1782 1665 1759 1773 1766 1794 1767 1770 1768 1782 1784 1776 1772 1785 1652 1755 1777 1759 1780 1759 1783 1809 1651 1556 1774 1769 1786 1752 1664 1774 1774 1788 1765 1774 1758 1772 1802 1773 1781 1763 1768 1792 1763 1772 1773 1762 1799 1767 1772 1553 1776 1789 1751 1762 1763 1451 1788 1773 1802 1654 1778 1532 1769 1755 1564 1762 1774 1774 1777 1775 1746 1772 1762 1746 1761 1773 1779 1744 1769 1760 1456 1754 1769 1764 1779 1767 1778 1744 1748 1783 1759 1757 1787 1646 1532 1786 1768 1775 1764 1540 1771 1783 1654 1779 1755 1796 1783 1769 1762 1776 1657 1771 1758 1775 1766 1552 1773 1778 1787 1760 1788 1783 1758 1785 1771 1549 1747 1775 1782 1772 1777 1773 1652 1784 1779 1774 1787 1773 1805 1777 1758 1788 1783 1768 1657 1773 1752 1772 1777 1771 1749 1787 1783 1781 1777 1768 1782 1772 1766 1773 1786 1790 1562 1651 1764 1776 1784 1775 1802 1659 1766 1781 1746 1764 1555 1789 1778 1663 1772 1781 1443 1795 1752 1775 1551 1777 1760 1764

Tree=0
num_leaves=15
num_cat=0
split_feature=166 93 94 78 139 162 83 90 91 58 105 182 6 87
split_gain=15996.2 14594.8 9690.79 5304.02 2867.65 4130.53 1650.66 1351.94 1243.2 1123.42 1060.46 611.603 711.579 491.268
threshold=-0.080359524446593847 0.016461876941628015 0.1075447087019676 0.058695140927436926 -0.015954257803488126 0.16445046029675806 0.083617370469997745 -0.0050707014130894458 0.14849213784885965 2.0590409578252609 3.1085814930428977 0.2571985035937831 0.27073343519347509 0.012435838693209961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 11 6 -6 -4 -7 10 -1 -2 -13 -11
right_child=4 2 7 -5 5 8 -8 -9 -10 13 -12 12 -14 -15
leaf_value=-2.3884494266175609 -2.5843201352487779 -2.3336485203468427 -1.7645547323277289 -2.0932143074850691 -2.4963144368146448 -2.481808838858043 -2.2486727000832358 -2.4982390209516985 -2.5732075180302365 -1.6031536140238734 -2.5329891590543587 -2.3714007820703058 -2.5506848500966157 -2.5878152016178091
leaf_weight=564.28944704681635 12732.23349634558 1607.2130644768476 25.508331000804901 2138.0875774547458 404.36821530759335 2613.05076289922 804.97137878835201 1629.897616520524 3457.0847542658448 19.295970045030121 5052.3436362892389 279.5562407374382 1063.819739587605 6.8712475672364226
leaf_count=4717 91109 13001 89 9731 3756 20111 4133 6365 13216 53 49378 1749 6356 57
internal_value=-2.50067 -2.40296 -2.28545 -2.19639 -2.5512 -2.50024 -2.33148 -2.48693 -2.53386 -2.51542 -2.51847 -2.57755 -2.51338 -1.86172
internal_weight=0 11043.5 5400.71 3745.3 21355.1 7279.48 1209.34 1655.41 6070.14 5642.8 5616.63 14075.6 1343.38 26.1672
internal_count=223821 83391 29186 22732 140430 41216 7889 6454 33327 54205 54095 99214 8105 110
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=19 157 52 157 116 157 69 52 13 116 193 69 14 56
split_gain=64259 25323.9 16820.4 8575.9 17686.3 8130.19 2787.17 2210.12 1604.47 1528.94 1093.3 551.693 280.154 224.776
threshold=0.1763852632800694 -0.093773285101974233 0.14913972166143133 -0.15074437441440613 0.12745096076037135 0.022864577418974671 0.22786561045993239 0.23520347973923081 -0.083804005089866726 0.031089770114117895 0.33236972405704945 0.052109539467479891 -0.10004559465539202 0.022179224700531484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 12 5 -5 -3 -6 11 -4 -10 -2 -1 -14
right_child=1 2 9 4 7 -7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-1.5016389955460834 -1.388002221661772 -1.1152369573550902 -1.1951755804029232 -1.4144156388902969 -1.4212131208025627 -1.2505618874681179 -1.3246250972754647 -1.4948667356898362 -1.2226912777570644 -1.4229292603247985 -1.4610209761041721 -1.4882140381710183 -1.4168915704817173 -1.4842909230043462
leaf_weight=23822.86396881938 657.95201331377029 11021.737952902913 333.1431882828474 5603.704669162631 5437.0173308253288 6588.7805026769638 674.62076391279697 16252.016586795449 486.86596849560738 2557.9562818408012 318.32654592394829 3328.6539061069489 664.43430337309837 1938.2035061866045
leaf_count=62828 2330 45346 1239 16951 12715 23055 1787 35609 1780 6585 597 6099 2095 4805
internal_value=-1.40463 -1.24622 -1.1807 -1.45554 -1.42223 -1.32587 -1.12731 -1.4764 -1.44567 -1.39669 -1.31691 -1.47168 -1.49824 -1.46708
internal_weight=0 19379.3 14587.5 60307 33881.5 12192.5 11696.4 21689 4791.8 2891.1 805.193 3986.61 26425.5 2602.64
internal_count=223821 65763 54957 158058 88330 40006 47133 48324 10806 7824 2377 8429 69728 6900
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=34 100 116 124 44 123 194 174 194 116 139 68 139 193
split_gain=148673 22347.6 8968.17 6504.12 5420.02 3699.92 2725.73 1896.33 1541.15 1209.4 1108.2 2013.4 1106.78 901.802
threshold=0.14121715497020165 -0.0019286446256064863 0.058895397968178047 -0.13619940756912136 0.1332942695524803 329.50000000000006 0.052715109557699091 0.061407256011827192 0.049415840078226948 0.033743704415374255 -0.13179348333172097 0.074583794799092704 -0.060131082735388829 0.039384555585840246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 9 8 -4 -2 -3 -1 11 -5 -7 -6
right_child=1 5 6 10 13 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.3806821743687487 -1.3328855521717027 -1.0751393632907009 -1.0191452900194273 -1.3794804516506365 -1.0679228985431677 -1.2426020251933823 -1.1413107669139386 -1.1440725033880059 -1.2552465949572822 -1.2559394071343268 -1.3870849869643533 -1.2478413562472193 -1.3612302211198288 -1.2885069633247024
leaf_weight=1978.3990868926048 1151.5342317223549 1044.0643985271454 19089.203395307064 3843.5530877113342 1254.9864984154701 1102.8212722539902 2019.5791207551956 988.57179760932922 871.81135362386703 1280.0962759852409 47179.256612598896 1665.2802040576935 2741.7362295985222 217.45064228773117
leaf_count=7544 4105 2230 40265 14971 2959 2197 4545 2679 1656 3914 126230 4399 5607 520
internal_value=-1.27882 -1.0943 -1.05061 -1.37204 -1.25973 -1.27063 -1.03083 -1.24567 -1.1571 -1.33168 -1.38213 -1.33969 -1.3272 -1.1005
internal_weight=0 29009.3 23248.9 57419 4730.93 5760.43 21108.8 2140.11 1915.88 3258.5 52688.1 5508.83 3844.56 1472.44
internal_count=223821 63284 51594 160537 14937 11690 44810 6784 3886 11458 145600 19370 7804 3479
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=166 74 167 63 74 157 157 78 166 166 157 78 157 162
split_gain=117453 36022.8 5697.29 5474.06 3888.99 4968.31 2483.95 1645.52 1353.85 1081.45 770.99 678.309 503.862 392.38
threshold=-0.20374560284828672 0.17520126983225551 -0.1113093024215126 0.045670514764125786 0.093846462686702173 -0.12684635714889689 -0.067453422964110568 0.10414390279373249 -0.31479528277297547 -0.049960252620787425 -0.1225925917174535 0.059851043049918763 -0.20220798654418334 0.10451013511697711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 12 5 -2 7 -1 -8 10 -4 -5 -3 -6
right_child=2 3 9 11 13 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.3386557296594648 -1.4438703637387236 -1.5019162811843676 -1.7325942601702455 -1.6016273083299171 -1.7104777415762866 -1.7258829894676859 -1.3401899473930758 -1.5212777188065361 -1.5884930993927484 -1.8251209183264212 -1.8097106610844178 -1.7923926853106378 -1.6601534001247114 -1.8070579946979017
leaf_weight=7957.4748243391514 961.08107736706734 994.54795272648335 2257.9221583306789 198.61857509613037 503.63995951414108 1784.8388689905405 314.47940467298031 526.01182940602303 727.72244688868523 37500.896176442504 3044.5753531754017 3028.0238804668188 252.27469249069691 2553.1217471063137
leaf_count=40970 4548 3850 6105 663 1484 8236 1653 1950 3058 127060 11443 5629 840 6332
internal_value=-1.73303 -1.47781 -1.80654 -1.71189 -1.71355 -1.62718 -1.36788 -1.34998 -1.51357 -1.81914 -1.77687 -1.78065 -1.53393 -1.79115
internal_weight=0 13999.2 48606.1 4473.47 5802.68 2745.92 9525.69 8483.49 1042.2 42803.4 5302.5 3226.64 1246.82 3056.76
internal_count=223821 58613 165208 10982 20600 12784 47631 42920 4711 144608 17548 6292 4690 7816
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=94 61 73 189 192 103 184 103 61 91 94 184 94 118
split_gain=165997 11579 7401.05 2883.97 2455.02 1803.26 1661.03 1467.49 911.444 883.189 725.254 698.044 561.427 503.806
threshold=0.065036414072489571 0.22862180227319365 0.48314920379787613 35.500000000000007 20.234454456067294 0.2107840626976081 0.32434654433062632 0.19802452623442451 0.15820962690343457 0.040845873894584404 0.1075447087019676 0.038789727490934754 0.036934153042748587 0.28667139185073282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 8 -5 12 -3 -4 -8 -9 -2 -1 -6
right_child=1 7 4 5 13 -7 9 10 -10 -11 -12 -13 -14 -15
leaf_value=-1.6250288216037452 -1.5762487080667795 -1.3431135593461341 -1.5773403159351576 -1.4745620505921679 -1.4148929947258937 -1.2897776951488478 -1.5795945259354318 -1.2592628988790615 -1.464680605699453 -1.4601549561204097 -1.1807494068396251 -1.4269689809157808 -1.5730972975994262 -1.2637072557654681
leaf_weight=45594.001069352031 761.57302606105804 658.64049911499023 1343.6521580219269 698.83522626757622 383.87023213505745 2161.7955002039671 4445.8765957206488 1327.7018481791019 1542.4990584850311 719.25159415602684 10332.8082074821 532.10156327486038 2181.3612187206745 517.63996441662312
leaf_count=162158 2141 1526 3733 2121 782 4018 15329 2213 3444 1712 16758 1093 5852 941
internal_value=-1.52602 -1.24658 -1.60717 -1.39095 -1.47213 -1.33492 -1.61683 -1.19789 -1.51713 -1.56296 -1.18969 -1.51485 -1.62266 -1.32808
internal_weight=0 16473.5 56728.2 4154.31 3787.66 2860.63 52940.5 12319.2 2886.15 5165.13 11660.5 1293.67 47775.4 901.51
internal_count=223821 29870 193951 9373 8900 6139 185051 20497 7177 17041 18971 3234 168010 1723
is_linear=0
shrinkage=1


Tree=5
num_leaves=15
num_cat=0
split_feature=86 159 90 119 12 102 157 160 35 50 135 24 111 115
split_gain=12279.5 9567.05 3018.37 3710.21 2328.28 1875.75 2053.32 1076 873.861 782.032 625.854 414.735 349.537 542.436
threshold=0.04784359895372222 0.24480143260198645 0.012104000577657542 -0.13398161549480866 2.2968130020817181 0.56499482007265289 -0.14571727980732896 -0.33995560568740485 -0.21753969317211261 0.036002789967309566 0.012918716997437034 -0.0098172144241481952 0.39493417829304617 -0.20297146296643462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 8 6 -3 -7 9 -1 -10 -2 -6 -14
right_child=1 5 3 -5 12 7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.062620964856184388 -0.04910581166274685 0.13252634913590508 0.34718405670245578 0.14097824358354458 -0.075820401064969456 0.2985838170757053 -0.039110958180918497 -0.066497500352164132 -0.024094050042093435 0.73340900308459367 0.0601351923240281 0.072580927509202961 0.346351869048106 -0.022427932404337748
leaf_weight=20.222247280180454 693.07003752142191 1404.8800087496638 1047.9416709691286 5213.8388681560755 13884.333462543786 82.398518949747086 1383.2935446500778 3986.6622872650623 2184.4053970947862 31.668301172554493 1479.7473718672991 470.02655045688152 44.924535758793354 355.58530020713806
leaf_count=197 6990 7156 3789 25051 111390 289 11681 16901 21591 113 11527 3811 295 3040
internal_value=0 0.0693545 0.148009 0.175488 -0.0548205 -0.0158108 0.0473721 -0.0591046 0.0156923 0.423188 0.00992145 6.98104e-05 -0.0731636 0.0189375
internal_weight=0 14282.1 7424.88 6261.78 18000.9 6857.23 2788.17 4069.06 3716.04 51.8905 3664.15 1163.1 14284.8 400.51
internal_count=223821 75668 39641 28840 148153 36027 18837 17190 33428 310 33118 10801 114725 3335
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=20 158 116 151 116 158 34 2 31 99 158 99 31 158
split_gain=44042.3 17831.4 14197.1 4989.36 5657.68 6029.75 2264.94 1951.42 4395.59 1588.36 1476.56 1662.81 580.345 191.16
threshold=0.13088656599865192 -0.090990781084461098 0.088764703102490475 0.066124541166920889 0.15532837516894785 -0.094764645182143017 0.19928620825666044 -0.070242578688512344 0.11173806334724805 0.21829841270807526 -0.24052502465378237 0.14875698603862067 0.15589380164496558 -0.32095764509780667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 9 7 5 -5 -4 -1 -9 -3 13 -12 -6 -2
right_child=1 2 6 4 12 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.090569332696558646 -0.089884600252658028 0.22067394128604809 0.091185283008411527 -0.040775142668136949 -0.024322547168803985 0.12534815922128237 -0.048932678044351585 0.025813830948313923 -0.08146551078687804 0.043239121276188952 0.10822167826748273 -0.058336055571064582 -0.081941033745767305 -0.040137321577407931
leaf_weight=20620.359811499715 2613.9373435378075 12999.00271499157 2040.1829168647528 3960.1387115716934 2517.6464465707541 4874.1641135215759 2654.8238922357559 5803.4608028680086 11171.104123145342 524.88168722391129 1206.9027274847031 1190.7805720120668 5718.928240686655 1096.4234684556723
leaf_count=60056 5434 46160 5910 10424 5775 15749 6612 17775 26553 1248 4050 2237 12944 2894
internal_value=0 0.112203 0.161775 -0.0495407 -0.00470733 0.0508803 0.0119546 -0.0698983 -0.0447876 0.213787 -0.03566 0.0255028 -0.064329 -0.0751841
internal_weight=0 24326.9 18218.9 54665.8 17070.9 8834.3 4695.01 37594.9 16974.6 13523.9 6108.04 2397.68 8236.57 3710.36
internal_count=223821 74545 59930 149276 44892 26173 12522 104384 44328 47408 14615 6287 18719 8328
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=34 124 124 68 44 139 182 182 115 116 52 139 182 75
split_gain=113398 15404.8 5451.84 4682.64 4215.94 3601.77 2646.01 1385.87 1259.37 1068.44 1028.42 1719.22 566.074 311.664
threshold=0.13638973432950705 -0.10175469961013268 -0.13326896273409219 0.035848725605042264 0.16354598492515246 -0.11954839184310299 0.60685521758641647 0.046576900626570335 0.035304932551937056 0.014362230782463429 0.076402112492315447 -0.13179348333172097 0.14038618281054663 0.0016833102639652695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 7 -5 -3 -1 -2 -4 -12 -6 -7
right_child=1 5 10 6 12 13 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.10076575970046042 -0.076920539869949081 0.14461633870557686 -0.10341860903471574 0.19921953852592192 0.18396113082228258 -0.021585913536882852 0.0025155295230789862 -0.0078924987439031851 0.022713966716885473 0.083696534981317433 0.055433819574574696 -0.089883252257969712 -0.032169594632873055 -0.086373587568642302
leaf_weight=1878.0704129338264 641.27253025770187 1713.3504908084869 44584.955520451069 23578.039328888059 1221.2868907749653 1111.7862476408482 704.28303124010563 913.5394995957613 1474.3973871618509 1169.4144524335861 1104.7804203480482 3094.6825666874647 134.53153118491173 2235.4847023934126
leaf_count=7648 2445 3759 134009 44508 2564 2485 1238 1907 4504 2869 3131 7505 303 4946
internal_value=0 0.148782 -0.0890448 0.181946 0.0137175 0.0039307 0.193514 0.0915792 -0.04646 0.0268124 -0.0989626 -0.0516537 0.162515 -0.0648546
internal_weight=0 32067.2 53492.7 26093 4708.29 5974.16 24282.3 2626.89 3352.47 1810.69 48784.4 4199.46 1355.82 3347.27
internal_count=223821 64157 159664 51060 15019 13097 45746 5666 12152 5314 144645 10636 2867 7431
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=160 82 91 166 116 157 157 61 164 161 157 96 65 72
split_gain=83557.7 16979 4428.2 4238.63 3179.22 2611.03 1992.21 1049 957.804 828.302 432.539 366.236 361.933 295.608
threshold=-0.18296646185612206 0.2010843368695249 0.029297788556091539 -0.063663680295569403 -0.0033033227933357552 -0.12684635714889689 0.055651232861038048 0.05143294155967696 -0.23093427108107648 -0.20687494590537578 -0.13623424491786337 0.01391845702403195 0.042967818263320932 0.21490660385424593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 5 -2 7 -1 -3 11 -11 -5 -4 -6
right_child=3 2 12 9 13 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.26718403595759405 0.14239051720336118 0.22049729576223456 0.080003098132286135 0.17831171347556921 -0.016683445920747483 -0.018233394163265568 -0.0015868035544627222 0.19753118527172259 0.040207731924152154 -0.066795840394067024 -0.093552874029190256 -0.032560938969480278 -0.060780422848603625 -0.080973324560424609
leaf_weight=9711.8857981413603 1873.9155263900757 956.56869243085384 195.41283324360847 162.35601744055748 904.77074857056141 2200.3310539722443 318.51000687479973 2781.4563642293215 425.85294891893864 7650.9790893644094 28720.86937430501 167.15745516121387 2787.1626495867968 3413.577442035079
leaf_count=38917 6683 3475 578 756 3231 10321 1426 9588 1055 18332 115537 463 5300 8159
internal_value=0 0.187348 0.0170154 -0.0718336 -0.00772051 0.0556442 0.245381 0.251677 0.164959 -0.0864945 -0.0879244 0.071339 -0.0515565 -0.0675035
internal_weight=0 17176.8 4365 45094 8392.59 4074.25 12811.9 12493.3 1382.42 36701.4 36371.8 329.513 2982.58 4318.35
internal_count=223821 60339 10408 163482 28394 17004 49931 48505 4530 135088 133869 1219 5878 11390
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=94 136 190 63 157 94 63 192 181 136 118 94 193 26
split_gain=118403 8332.52 5317.85 2179.3 1825.13 1530.54 926.064 812.916 776.628 739.118 667.219 653.398 645.714 308.76
threshold=0.053940921713588282 0.15362326539677404 0.44408262918670199 0.20297496675197288 -0.019546029201652174 0.029220386626808759 0.19133103395666703 16.398729337904527 0.18056711801514014 0.031236627312796379 0.29998592191737644 0.026781925154723461 0.64451217795714955 0.1648766640388746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 9 6 10 -3 -5 -1 -2 -4 -10 -6 -7
right_child=1 4 5 7 12 13 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.095300264877670127 -0.05143343735359867 0.18566317969300261 -0.047110836208819687 -0.018863001222655065 0.010392839545870176 0.040525386290599805 0.25061735422379117 0.18439214177663504 -0.071126733938931944 0.062577500031055874 0.047004081242949074 0.019152099028599406 0.18572699290479908 0.16780147409926707
leaf_weight=41465.724956735969 1102.7283882051706 2627.5874144136906 1743.8271685093641 227.24793981015682 466.09549717605114 255.24034644663334 13331.234866902232 1467.2352207899094 5378.397411853075 1173.9741728752851 1326.0985387712717 942.11865805089474 382.34256111085415 752.63511182367802
leaf_count=156803 3178 3905 5212 567 1168 553 17817 2633 21342 2571 3670 2511 670 1221
internal_value=0 0.201543 -0.0809691 0.0712652 0.232325 0.0286468 0.239923 0.157133 -0.090323 0.00735593 -0.00645654 -0.05767 0.0894059 0.135569
internal_weight=0 20778.4 51864 3971.19 16807.3 4077.8 15958.8 1694.48 47786.2 2276.7 3069.93 6320.52 848.438 1007.88
internal_count=223821 32509 191312 8949 23560 10656 21722 3200 180656 5749 8882 23853 1838 1774
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=140 87 90 118 197 62 162 167 41 167 167 85 127 197
split_gain=10715.5 6224.66 7489.21 2758.31 1134.73 971.366 433.296 393.458 358.298 262.771 236.487 471.985 194.415 153.352
threshold=0.003087035842069616 0.23192336139306216 0.012104000577657542 -0.05380729655138182 0.31903507065539666 0.076129855017863443 0.15901824543330537 -0.22391663094687173 -0.16174462283588908 -0.27057216414377339 -0.1712787842986489 -0.12582837282899531 0.59414098984407504 0.043337705625759719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 10 -2 12 -8 -3 -10 11 -1 -6 -12
right_child=1 8 3 -5 6 -7 7 -9 9 -11 13 -13 -14 -15
leaf_value=0.37319772742963164 -0.028106725827314973 0.55734172637811052 0.22261486838616423 0.10155297053926103 0.089086169504774507 0.086044114896323631 0.35735011409688811 -0.022552322457807649 0.031070065246261935 -0.07104434546743553 -0.081173801923413086 -0.032256255303883645 0.32709801897312718 -0.04544703589906321
leaf_weight=30.457326747477055 4569.3125320449471 9.3129340112209302 2756.9638979285955 5930.4284514710307 325.3556761816144 890.78841896355152 28.007822826504707 1023.4426187053323 271.55743069946766 3499.3331835046411 10750.68857395649 500.68239702284336 38.365682445466518 1352.6021973267198
leaf_count=227 47416 39 10697 28925 1701 7098 99 5970 1035 14858 90800 4738 128 10090
internal_value=0 0.0518322 0.0822911 0.139972 -0.0648038 -0.00948358 0.0201118 -0.0124327 -0.0621607 -0.0636907 -0.0743151 -0.00900617 0.114192 -0.0771812
internal_weight=0 17927.7 14147.5 8687.39 14049.6 5460.1 1415.17 1051.45 3780.2 3770.89 12634.4 531.14 363.721 12103.3
internal_count=223821 110068 94136 39622 113753 54514 7898 6069 15932 15893 105855 4965 1829 100890
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=157 52 173 156 163 67 116 157 14 41 116 52 124 156
split_gain=29656 44664.9 5086.21 4774.5 3374.16 2960.36 2149.39 1634.75 1570.04 1206.79 1027.74 644.253 556.382 315.261
threshold=-0.035515319205556742 0.14423545532379536 0.25858794713148309 2.4757764996998883 -0.21939755822315996 0.1076477132467438 0.3005019360797167 -0.1893053302541601 -0.0083350552280086563 0.06707605776576249 0.10344510976676691 0.36945347010980406 -0.1070078182165816 1.808689180472886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 10 7 -5 13 -10 -3 -7 -4 -1
right_child=1 5 12 6 -6 11 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.090384818485379576 -0.045418708762272129 0.094473313000912246 -0.04145594506197664 -0.013338319506474187 0.17765492869190486 -0.040888759317103784 -0.072045200871309001 0.13411349601831585 0.08069750108934412 -0.062947286655871154 -0.015058349010587061 -0.085549152266189588 0.063256698272270068 -0.061430713331281674
leaf_weight=24716.365663319826 702.50383512675762 1419.5786876827478 1147.6719337403774 1242.3621430248022 19488.49718748033 4569.0003991574049 1427.4567632526159 1904.4820502996445 1019.7032829970121 1371.48995834589 2160.2924296855927 11022.304772287607 909.59474414587021 4435.3645675182343
leaf_count=65759 2405 4357 2749 4800 63598 11713 3347 6598 3158 3049 5940 27631 2427 16290
internal_value=0 0.0582358 0.154631 -0.065744 0.169894 -0.053632 0.0297323 0.0759001 -0.0795898 -0.00169123 0.0283758 -0.0724615 0.00484144 -0.0859795
internal_weight=0 41419.4 22248.3 36117.2 20191 19171.2 4574.3 3146.84 31542.9 2391.19 3579.87 15591.3 2057.27 29151.7
internal_count=223821 120820 71179 103001 66003 49641 14745 11398 88256 6207 10297 39344 5176 82049
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=34 100 115 182 52 13 115 115 45 115 176 100 76 129
split_gain=89334.2 11421 5622.49 2772.62 2138.97 2175.03 1848.67 1514.8 1307.5 1278.33 661.766 2511.14 620.41 189.672
threshold=0.11304641310881443 -0.010953861357491627 0.064498140795197209 0.06215711558521813 0.042788381703395599 0.076153542086490916 0.24485688963947677 0.11579223005120819 0.070348994719488897 0.24485688963947677 0.29238715940215948 -0.0358525631261905 -0.016843316193338509 1.0154778206637769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 6 10 13 -3 -7 -2 -4 -1 -12 -5 -6
right_child=1 3 9 12 5 7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.10132832933680774 -0.072478741950850994 -0.047642407231447408 0.12321963398030927 0.014499347119084204 -0.02757352179890421 -0.043278223195303694 0.1365228622014118 0.10074188569542886 0.075503543856239627 0.17582023766379118 0.11512513769866717 -0.094373041470511274 -0.066860941769660329 -0.091307659341862593
leaf_weight=37064.351482972503 1169.4521749019623 747.95659202337265 6040.8227754235268 1361.5698633044958 533.15364274382591 1466.0361223220825 2009.2816886752844 1455.2537067234516 1219.8794591277838 19646.056895405054 689.20450308918953 3368.8205994814634 3007.4318541437387 3759.5870344489813
leaf_count=127018 4514 2419 12788 2706 1663 5568 3627 3501 3095 33467 1723 6293 5959 9480
internal_value=0 0.121105 0.149802 0.0080464 -0.08832 -0.0380955 0.0865643 0.028466 0.003074 0.16345 -0.0971308 -0.0587924 -0.0415056 -0.0833919
internal_weight=0 35202.5 28076.2 7126.24 48336.4 7214.03 2757.24 2921.29 2389.33 25686.9 41122.4 4058.03 4369 4292.74
internal_count=223821 68575 53864 14711 155246 20212 6046 9069 7609 46255 135034 8016 8665 11143
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=161 73 161 115 13 157 94 73 13 73 164 129 73 3
split_gain=60289.8 11499.4 4187.49 3263.96 3424.74 2467.19 1926.91 933.26 638.772 2581.88 519.624 333.783 252.728 115.904
threshold=-0.18314742517167434 0.2299325760719553 -0.055659535985592458 -0.0049353162813841498 -0.17263396199720168 0.055651232861038048 0.019888418481477786 0.078001642169684623 -0.12456840569356208 0.11548371590756046 -0.26550648795514914 1.0196218613214234 -0.23457037107720871 15.293293842257929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 7 10 -1 9 -4 -3 -8 -7 -5
right_child=2 6 8 13 -6 12 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.20286359627628436 0.15325192883220817 0.16457563237298292 0.064441035260441065 -0.013019263620585315 -0.024678130811602639 0.096628889015874339 -0.06792432353142544 0.12975331905216075 -0.090838327077604544 -0.084587777532660557 0.023620119134639957 0.031637460512919137 -0.072901102894193257 -0.074925445508596505
leaf_weight=12777.281576022506 1972.5889618843794 616.36840066313744 1408.288491949439 329.99349993467331 2395.3530990630388 114.24933867156506 2332.8091422170401 2022.3611065298319 25644.568512573838 6660.9446966052055 454.29425938427448 393.53230631351471 381.78587432205677 3621.2842155247927
leaf_count=44033 7004 1980 5742 1050 11306 504 4597 6078 111357 15443 1206 1045 1756 10720
internal_value=0 0.146853 -0.0674381 -0.00389849 0.0556762 0.18552 -0.00891082 0.192873 -0.0831171 -0.0585784 0.104767 -0.0535531 -0.0338541 -0.0697553
internal_weight=0 19092.7 42033 8319.22 4367.94 15295.7 3797 14799.6 33713.8 8069.23 1070.66 2726.34 496.035 3951.28
internal_count=223821 61199 162622 30080 18310 52371 8828 50111 132542 21185 3186 5642 2260 11770
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=94 97 181 87 82 14 136 181 121 94 181 183 178 168
split_gain=90398.3 5574.62 4593.94 1836.52 1636.85 1041.01 948.97 730.827 698.261 683.431 646.452 596.198 566.023 314.222
threshold=0.053940921713588282 0.23868052862572262 0.39452972649831997 0.18575861070998159 0.38458632059596282 -0.041184859731776345 0.031236627312796379 0.032901579796320087 -0.12473153042192525 0.032126859335940679 0.086089148843616167 1.1184020885585768 -0.17947363548747244 25.334883745377763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 6 13 12 -2 -7 -5 -1 -11 -6 -3 -4
right_child=1 5 4 8 11 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.092386040976685846 -0.065224370555607203 0.092953926658665795 -0.043681484927228315 -0.028378878669668796 0.036015480892490612 -0.053493785276650899 0.057735645013987383 0.14189332449952183 0.16203026941504226 -0.073315914878099978 0.02898766774677923 0.14635187122501681 0.20085422035629322 0.059681550737188921
leaf_weight=39720.133678227663 978.03775233030319 501.7935247272253 3252.1693937033415 216.73110066354275 1321.4715265482664 214.59206604957581 1752.0400419831276 1774.0396836698055 1729.3069652765989 2036.209593936801 886.61456273496151 778.0720277428627 15615.62121039629 323.34926910698414
leaf_count=166034 2892 663 11421 517 3125 618 3421 2763 2817 6360 2275 1241 18818 856
internal_value=0 0.163934 -0.0777033 0.0665965 0.00682004 0.189072 0.0136858 0.120809 0.140824 -0.0889519 -0.042283 0.0769052 0.197495 -0.0343339
internal_weight=0 22782.2 48318 4676.12 5675.06 18106 2730.08 1988.63 1946.04 42643 2922.82 2099.54 16117.4 3575.52
internal_count=223821 32509 191312 9647 16643 22862 6313 3381 3334 174669 8635 4366 19481 12277
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=140 87 83 118 197 24 165 176 97 167 156 82 6 71
split_gain=9032.15 4790.65 6558.77 1821.77 1063.27 1035.79 413.146 328.374 271.953 268.935 236.647 265.431 191.632 164.347
threshold=0.003087035842069616 0.23192336139306216 0.10097409391281249 -0.079013830215393807 0.31903507065539666 0.031789125873346029 0.16623856335119155 -0.15834047107832153 0.56085525421659088 -0.21905322705928734 2.2238343936312814 -0.41798276628780345 0.14212849854047868 -0.012780992958834227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 10 -2 13 8 -3 -8 11 -1 -9 -6
right_child=1 7 3 -5 6 -7 9 12 -10 -11 -12 -13 -14 -15
leaf_value=0.29436223614788543 -0.034916877906516312 0.21845712048942445 0.20284358676425862 0.0999203704870337 0.25875463579466118 0.044979011645453093 0.24243815125004989 0.083131005699135341 -0.078383396108033854 -0.020821558110530731 -0.078889986599857811 -0.044081808743812179 -0.069400338236699652 0.081523419914101308
leaf_weight=23.472671560943127 4024.4852515906096 75.86716190725565 2431.2640479132533 5876.5226642042398 64.78187483549118 2718.8892290890217 40.292754657566547 84.493843741714954 52.030274532735348 1050.307524099946 9730.636606503278 1813.6311836615205 3271.2666324451566 272.02353202551603
leaf_count=134 43336 340 6715 23995 328 20090 111 284 211 6288 90622 15099 15097 1171
internal_value=0 0.0461085 0.0705674 0.130041 -0.0626272 -0.00270332 0.0188022 -0.059566 0.0976987 -0.0110953 -0.0726753 -0.0397575 -0.0655598 0.115612
internal_weight=0 18534.8 15051.2 8307.79 12995.1 6743.37 1427.41 3483.66 127.897 1090.6 11567.7 1837.1 3355.76 336.805
internal_count=223821 110068 94136 30710 113753 63426 7898 15932 551 6399 105855 15233 15381 1499
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=19 139 67 1 115 160 160 112 158 158 108 115 184 59
split_gain=32584.6 13127.2 7757.86 3329.31 7704.93 2372.86 1596.79 1086.68 925.801 676.516 500.18 431.3 249.195 193.779
threshold=0.09091641995333162 0.26787804692713474 0.10014445552513367 -0.099640887161228417 0.21482088459447465 -0.15811469552893029 -0.19282011481297831 -0.21011981604936023 -0.038785476763522279 -0.046271024893983263 1.5429124126632991 0.35699453223020655 0.40631790324583977 0.052525580614604113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 5 -5 -2 -4 10 -1 -3 -6 -10 -11
right_child=1 8 7 4 11 -7 -8 -9 12 13 -12 -13 -14 -15
leaf_value=-0.083604125069688132 0.011904488012925849 0.00076499493271786677 -0.060391808492700066 -0.052942211504042602 -0.045728344037061212 0.05842015642639331 0.15320590118708569 0.042459344993452476 0.11717330537251974 0.050653241194706267 -0.077596831804688154 -0.086352060105421402 0.0040946474091358032 -0.047821287806153086
leaf_weight=20507.468222483993 837.53387515246868 1010.6479806154966 1892.4163877815008 2433.4012274295092 3481.8573200851679 8952.8942170441151 17728.969148412347 2247.0312792211771 347.12123914062977 473.24756480753422 4197.9755890071392 10479.128517404199 444.36664696037769 345.87430548667908
leaf_count=65750 2748 3793 4979 8980 9298 25440 55632 6072 1028 1622 9012 27666 920 881
internal_value=0 0.0844696 0.119232 -0.0509277 -0.0264294 0.0346206 0.146832 -0.00456075 -0.0470797 -0.0800446 -0.062392 -0.0762205 0.0536873 0.00907236
internal_weight=0 28706.1 22706 46673.9 25347.3 11386.3 18566.5 4139.45 6000.11 21326.6 5208.62 13961 791.488 819.122
internal_count=223821 84184 69431 139637 71384 34420 58380 11051 14753 68253 12805 36964 1948 2503
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=34 140 115 193 140 44 156 126 44 115 154 34 115 118
split_gain=71610 9165.97 3454.74 3140.83 2868.34 2591.24 1861.95 1517.05 1260.39 1026 765.667 264.711 307.002 236.046
threshold=0.10883246708431858 -0.05606082732074056 0.061286972420757382 0.27949322706758239 -0.15228004693330122 0.12046557424903129 2.0653224025080945 0.91022990986947028 0.086955071516320509 0.18701514917925674 -0.18648370173261772 0.024712524239239295 0.096359920311600261 -0.035365883937352426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 5 10 13 -7 -2 -8 -1 -6 -13 -3
right_child=1 6 3 -5 11 7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.082622364193634182 -0.060718121393921388 0.0067890667718632867 0.14478443779922814 0.029179317048938003 -0.097606920533197472 0.13308646935279858 -0.061934846550495054 -0.042649009133936412 0.091158659278692655 0.087560016069753374 -0.087994451261929202 -0.094983567480021874 -0.04225623555380173 -0.082152841506659607
leaf_weight=288.65329514443874 1262.2025926560163 337.92726919054985 26073.741766512394 2582.9294744729996 34632.739071860909 1351.1612861305475 624.28679002821445 771.8304897248745 963.53497715294361 1734.848000779748 2962.4235782623291 2509.073469042778 1972.253236323595 2550.310908421874
leaf_count=836 4779 863 45535 4717 118996 3053 2158 1979 2248 3346 13773 11014 4730 5794
internal_value=0 0.104281 0.125043 0.134365 -0.0852358 -0.016733 -0.0179105 0.0691964 0.00503024 0.0479999 -0.0728459 -0.0946477 -0.071778 -0.0717465
internal_weight=0 36129.8 30882.4 28656.7 44488.1 5374.07 5247.37 2122.99 2225.74 2359.13 3251.08 39114.1 4481.33 2888.24
internal_count=223821 69440 57279 50252 154381 19641 12161 5032 7027 5504 14609 134740 15744 6657
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=160 73 167 116 19 91 78 19 82 139 73 163 135 115
split_gain=49884.6 9298.08 3313.59 2136.36 2154.72 1551.21 791.821 786.737 561.05 418.147 1084.08 335.191 313.192 163.049
threshold=-0.17249281154191423 0.2299325760719553 -0.062389977836124884 -0.0033033227933357552 0.051308914977736826 0.021984099909556638 0.092090507441580691 0.097967975361488366 0.10184901492204666 0.029611833764997788 0.14011213633391553 -0.25393351288254468 0.10425727073390047 0.020123917735721333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 11 7 -1 -8 -4 -11 -3 -7 -5
right_child=2 5 9 13 -6 12 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.17152020938254531 0.099537903332736127 0.14491718272680226 -0.090449123256980291 -0.015854929849558583 -0.036965407658883273 0.0031475061897997788 0.14895472921860342 0.10034464678857552 0.0180261443955765 -0.0040533445296656763 -0.08460515182252254 0.027286623309997433 -0.068419461513893484 -0.078837529382212793
leaf_weight=13698.477094501257 2391.2589610815048 580.01667810976505 21515.748153835535 476.30755953490734 2239.2963804155588 852.87872111797333 644.4504337310791 1751.5609718412161 665.03325071930885 2215.9980371370912 6790.2998466044664 415.97449490427971 2160.4538981020451 2999.2802966237068
leaf_count=43900 8150 1734 102487 1705 10713 2005 1960 5714 1343 10666 19221 1045 4432 8746
internal_value=0 0.124397 -0.0677826 -0.0109501 0.0335261 -0.012403 0.157123 0.163451 0.0824615 -0.0828764 -0.0647854 0.0957889 -0.0481635 -0.0702062
internal_weight=0 20768.8 38628.2 8106.14 4630.56 4009.32 16759.5 15450 1309.48 30522 9006.3 995.991 3013.33 3475.59
internal_count=223821 62133 161688 29314 18863 9216 52917 49614 3303 132374 29887 2779 6437 10451
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=87 95 64 189 73 184 186 109 63 184 84 73 89 84
split_gain=69405.7 6040.01 3570.93 1367.66 1357.53 863.369 703.362 700.406 579.02 792.877 498.04 427.455 410.172 200.637
threshold=0.10218246300187332 0.23520333803987634 0.17041757574463159 35.500000000000007 0.55571275230777473 0.25766151193023673 24.750000000000004 0.080486201813373751 0.30712835145314504 0.0033613336198386637 0.11740305589623332 0.35422384498492171 -0.0065240049994464569 0.058438878777515947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 10 13 -6 -5 9 -4 -3 -7 -10 -1
right_child=2 4 8 7 6 11 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.092251730531041631 -0.060299241534449488 -0.035770757588124605 0.023970767529896561 -0.024054519031660705 0.026212366697876383 -0.056538366397115063 0.12588200534892796 0.11833105586791473 -0.066478372956518803 0.14563796744247728 0.074455733493714274 0.028338736925822495 0.17222263632743137 -0.065104433661253402
leaf_weight=32628.060693889856 915.94114680588245 3173.417727380991 593.93126513063908 442.68747715651989 1595.8314807265997 3536.7967941910028 1272.6994092166424 1573.2453700304031 72.376658514142036 5455.8405748903751 470.71689683198929 712.95700705051422 13388.358386665583 2970.2736201137304
leaf_count=150177 2528 10851 1049 1290 3438 14367 2065 2791 74 6754 890 1713 15385 10449
internal_value=0 -0.0703086 0.143927 0.0410265 0.0189742 -0.0849008 0.0704334 0.087064 0.15939 0.133693 -0.0215327 -0.042299 0.170939 -0.0899866
internal_weight=0 46360.8 22442.4 2931.87 6512.67 39848.1 2868.53 2015.93 19510.5 6049.77 3644.13 4249.75 13460.7 35598.3
internal_count=223821 193950 29871 6609 17244 176706 5503 4081 23262 7803 11741 16080 15459 160626
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=166 93 95 188 85 63 69 24 128 154 140 159 155 182
split_gain=7996.96 4170.57 2163.81 1843.21 1394.44 1161.19 1100.25 743.317 716.963 593.203 583.853 652.359 509.39 132.755
threshold=-0.04734782540594689 0.012646089636291628 0.37385920514182353 0.31384742880550237 0.56261283619563696 0.20297496675197288 0.28945476300223727 0.068856106931416125 0.65735457040626122 -0.14065803897542181 0.084449993521947972 0.2043240534571768 -0.51158946337979494 0.98786818958334088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 10 -3 8 -4 12 -5 -9 13 -12 -1 -2
right_child=3 2 6 5 -6 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.53171652132353087 -0.077069539669135045 0.1078061121029428 0.10675859606339839 0.044268749615423791 0.23971245611914971 -0.057533535541536091 -0.023584426571561838 0.22594745377011211 0.27725538837180425 0.024565483870195685 0.070756488623159988 -0.050565054962596417 -0.02992976461742319 0.46575091288767667
leaf_weight=16.202153470367193 9783.2194830961525 5647.5980543270707 997.52818924188614 2151.8814476020634 933.96934932470322 1379.9221036396921 1846.2171937674284 201.6636206060648 140.71624398604035 532.53644305840135 575.14693151414394 1932.0950247980654 4852.1246877759695 4.507535606622695
leaf_count=114 97005 23517 3015 10872 1955 6879 6096 1144 446 4698 2742 11813 53504 21
internal_value=0 0.0544138 0.0950295 -0.0472213 0.126525 0.0149444 0.0221373 -0.0139153 0.0585691 0.0798793 -0.0657903 -0.0227346 -0.0280606 -0.0768196
internal_weight=0 15027.8 9425.31 15967.5 6581.57 3672.52 2843.75 5602.53 2292.6 734.2 12295 2507.24 4868.33 9787.73
internal_count=223821 94043 34583 129778 25472 18197 9111 59460 11318 5842 111581 14555 53618 97026
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=19 156 46 156 52 13 158 158 154 158 114 143 158 67
split_gain=26072.6 9457.69 5774.56 3989.38 7197.23 2531.46 2172.68 1352.95 1305.58 874.027 584.549 568.052 299.456 270.133
threshold=0.09091641995333162 1.7317529284680651 0.050464828055155939 2.0092509994889856 0.18477913841537527 -0.045897377735381772 -0.1275542047611728 -0.29443466336902685 -0.12019286689295254 0.02672004710018407 7.7918194215285732 0.0078773620177448791 -0.038785476763522279 0.15392063069268699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 9 6 12 -5 -3 -4 -1 -6 -7 -2 -11
right_child=1 2 8 4 10 11 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.084104204157638376 -0.075591865422837468 -0.019802018689348486 -0.038732561847775099 -0.029880701667232598 0.0045592126338517835 0.12458524406819949 0.075220586529658698 0.13920565018423603 0.061827045011846618 0.028103819024581995 -0.073821340267710742 0.0073933548849660973 0.015933997885904844 -0.054341992282012398
leaf_weight=19836.696982115507 4417.2316294908524 553.03945638239384 2489.2064852118492 2717.8297670036554 1034.9302550554276 961.71213802695274 7118.5810047239065 16507.832086473703 2682.3733246326447 915.97271463274956 11801.562894910574 725.73567143082619 388.95137962698936 701.97733190655708
leaf_count=65067 10846 1971 6705 11268 3112 2850 21192 51626 7586 2855 34349 1701 899 1794
internal_value=0 0.0749818 0.105992 -0.0474305 -0.0181819 -0.0311888 0.0461808 0.134051 0.0134253 -0.0783399 -0.067502 0.0741835 -0.0681849 -0.00766681
internal_weight=0 28726.1 22232.5 44127.6 22672.9 6493.63 9836.41 17060.9 5171.58 21454.6 12836.5 1687.45 4806.18 1617.95
internal_count=223821 84184 67888 139637 69921 16296 32460 53597 14291 69716 37461 4551 11745 4649
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=124 67 52 139 114 184 182 139 115 157 66 173 193 140
split_gain=59068 8388.19 5656.65 3541.51 2004.93 1418.61 982.765 775.961 679.943 442.62 354.579 287.596 729.358 70.429
threshold=-0.11807402534104362 0.016926901929315754 0.12430158653670631 -0.12871721396000421 7.7918194215285732 0.7628035396541426 0.048707960005778012 -0.11954839184310299 0.058156881235649611 -0.17355891806183951 5.7195235698281834 0.13662620216136898 0.0059386202490617898 -0.38064434187400725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 11 6 7 -6 -4 -3 13 -5 -10 -2 -13 -1
right_child=2 4 3 9 5 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.020874011422355451 -0.096390568248448438 0.066303041142374036 0.10351699442797424 -0.090343371980020626 0.13019188952438634 -0.042490913649404764 -0.0096578874716348271 -0.06256800952621662 -0.03426442488618494 -0.027346836595510644 0.095448636593691016 0.016470563879697076 -0.085872695098885218 -0.093661395235615438
leaf_weight=55.169716343283653 30076.489605933428 2726.5705343186855 2679.2194595634937 2362.2917473465204 25843.346728608012 484.65474429726601 1075.1822111308575 563.85003398358822 573.65792214870453 2112.8736670613289 333.11101584136486 797.93278959393501 5469.2917178273201 1998.1454249471426
leaf_count=229 122794 6574 5371 5908 45345 750 2128 1698 1582 5190 745 2521 12855 10131
internal_value=0 0.101774 -0.0753781 -0.000514858 0.117815 0.127013 0.0711061 0.0442196 -0.0587343 -0.0606006 0.013387 -0.0923299 -0.0728425 -0.090584
internal_weight=0 32578.5 44573.3 8229.57 29618.4 26328 3754.4 3290.42 2960.08 4475.17 906.769 36343.7 6267.22 2053.32
internal_count=223821 67054 156767 18597 54367 46095 7499 8272 12687 11098 2327 138170 15376 10360
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=160 94 167 116 151 104 14 61 139 81 110 160 134 115
split_gain=39495.6 6405 2753.36 1662.29 1895.86 1610.74 1029.98 707.548 399.386 802.267 363 277.002 229.694 138.482
threshold=-0.16284426895964438 0.025247178018377111 -0.059432905768237648 -0.0033033227933357552 -0.060055042145373473 0.25659815232673305 0.064299468238625271 0.092520807797148177 0.029611833764997788 0.22103990200526416 0.2576331603973957 -0.36860734556487368 0.085348636495781546 0.027727641426202539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 10 7 -1 -4 -10 -3 -8 -7 -5
right_child=2 5 8 13 -6 12 11 -9 9 -11 -12 -13 -14 -15
leaf_value=0.14351606446243256 0.11448345455561229 0.11045095743583629 -0.088950923286817252 -0.01946904134938952 -0.022154229322263658 0.0031427550524468807 0.18097287035744464 0.090194225162393088 -0.016011611148675952 -0.083545179053707147 0.008752592884341286 -0.037806515656692567 -0.070286922102110447 -0.077326467726615861
leaf_weight=14376.17220556736 1574.7723640650511 977.82733824849129 19387.277909778059 489.01444076746702 2859.1262806802988 535.28451630473137 66.486233815550804 3009.4970907121897 2546.3339335247874 5689.393309481442 547.49168553203344 446.68351630866528 2086.504622913897 2685.731740757823
leaf_count=44411 5600 2923 101979 1840 12532 1189 229 7807 12704 16692 1178 1604 4558 8575
internal_value=0 0.10422 -0.0664421 -0.0131765 0.0263749 -0.00775909 0.130165 0.134286 -0.0811139 -0.0626651 0.0739478 -0.00946148 -0.055295 -0.0684145
internal_weight=0 22045.9 35231.6 7608.64 4433.9 4147.11 17898.8 17385.7 27623 8235.73 1525.32 513.17 2621.79 3174.75
internal_count=223821 63899 159922 28547 18132 9848 54051 52218 131375 29396 4101 1833 5747 10415
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=94 61 187 189 157 73 87 195 103 186 162 4 169 128
split_gain=56993.6 3970.53 2798.11 1392.09 1110.51 1053.57 596.299 592.694 364.701 364.433 342.855 330.235 311.188 247.031
threshold=0.046033864433390408 0.1192634794451856 0.34443887319605099 35.500000000000007 0.018859357604055344 0.40746925178929805 0.1396199445624797 0.66398239852895824 0.2468433105052846 26.250000000000004 0.028777774381025852 3.784280806841068 0.23729133187126886 0.33579898680331605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 12 -3 -5 -1 -7 -10 -6 -4 -2
right_child=1 4 5 7 11 9 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.088311725192001755 -0.074781672664221741 0.098256384515073666 -0.067678981758655443 0.10805898975461779 -0.0027129030286861724 0.018923496732264251 0.14511600962942481 0.0081958461713322241 0.19128378278324165 0.10903078626118988 -0.056956148601258187 0.18313666874650897 -0.0072481417208603259 0.022575531284631821
leaf_weight=31621.556288145483 1136.6803279668093 3213.9653352797031 2115.8898223489523 1555.0089922249317 740.87152117490768 1553.8247238397598 17513.2014131248 961.98750652372837 56.669201627373695 631.16907314956188 3055.9346323162317 109.77567419409752 1426.7029662579298 338.16047361493111
leaf_count=158934 3555 4234 8935 2578 1703 3656 19891 2426 139 1025 11175 151 4809 610
internal_value=0 0.116305 -0.0744182 0.0246875 0.133254 -0.00965879 0.13785 0.0698916 -0.0850969 0.0449524 -0.0524366 0.0212709 -0.0433418 -0.052459
internal_weight=0 25569.7 40461.7 3991.84 21577.8 5727.59 20727.2 2517 34734.2 2184.99 3112.6 850.647 3542.59 1474.84
internal_count=223821 35148 188673 9169 25979 18425 24125 5004 170248 4681 11314 1854 13744 4165
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=140 87 93 108 109 188 162 176 160 76 109 2 118 46
split_gain=6599.53 3051.38 3418.17 1612.69 1363.71 864.638 279.429 269.999 234.224 341.253 201.126 193.349 149.88 144.069
threshold=-0.012954224696623237 0.23192336139306216 0.0056009978934225581 2.0502160226948054 0.24151250721088288 0.37365071294065971 0.15901824543330537 -0.16100585739063533 -0.09174015634359306 -0.36558658846574016 0.12446645946413772 0.88063955300864449 0.45559669267784314 -0.12604055858457849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 12 10 9 -1 -3 -8 -7 -10
right_child=1 7 4 -5 -6 6 11 -9 13 -11 -12 -13 -14 -15
leaf_value=0.59680532802565045 -0.026053797529702605 0.31065576372918419 0.040414301202251271 0.41917303943778228 0.1095507297205312 0.13900413357576608 -0.016060671356528038 -0.06106720722239433 0.19413343811908682 -0.029772348400014765 0.017662766913981491 0.43534501627098132 -0.00518323631904841 -0.076339336595230192
leaf_weight=8.7703046873211843 4618.9781969152391 30.399334009736776 4695.8922116011381 82.814510185271502 7269.9636462405324 241.99877563491464 829.37153343111277 2919.3754644095898 19.739214476197958 975.26797871291637 102.18029814958572 9.5985554084181768 102.68135400116444 8508.8041671738029
leaf_count=35 52383 72 25846 492 19727 981 4917 15599 274 9434 458 45 369 93189
internal_value=0 0.0371992 0.0540318 -0.0182118 0.0824188 -0.0603541 0.0202467 -0.0547287 -0.0703832 -0.0241879 0.0848435 -0.0108962 0.0960502 -0.0757133
internal_weight=0 19719.6 16667.6 4701.79 11965.9 10696.2 1183.65 3051.96 9512.58 984.038 132.58 838.97 344.68 8528.54
internal_count=223821 114577 98448 52875 45573 109244 6312 16129 102932 9469 530 4962 1350 93463
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=157 67 55 157 12 154 154 167 115 124 193 13 151 0
split_gain=17259 21230.7 3764.14 2319.64 1960.39 1903.84 1828.27 859.664 752.52 691.634 471.302 317.653 379.156 268.452
threshold=-0.03931635175418479 0.10401138794181138 0.018769537413461563 -0.1893053302541601 2.0339640442180396 -0.047554160283616954 0.024039848878673546 -0.26228173942278599 0.33128822033563193 -0.15631779893602074 0.0068310472592278924 -0.11763164915048754 -0.13090283683181317 2.3719039482365223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 11 13 8 -6 -2 -3 -4 -7 -1 -13 -5
right_child=1 5 9 4 6 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.081375573764865344 0.0076084784716725588 -0.030012741121396985 -0.00052064108574380861 -0.074007566722308793 -0.02622078703527669 -0.0098879249056748122 0.091693707645760791 0.12911933725093491 -0.079629523590274032 0.069213312030401056 0.071488743968936327 -0.062737855115642546 0.046229311408358835 -0.017182289834065913
leaf_weight=17451.501578114927 601.91944146156311 4826.5991103947163 3030.047948345542 4189.2166162580252 3138.819351606071 1502.8653450608253 2262.9562582224607 17803.875868618488 8336.1863448098302 2680.5048760175705 1351.9303714334965 1342.3631299436092 418.98931646347046 1037.1789271757007
leaf_count=64258 2062 13531 8429 10986 9393 3919 7688 55734 26546 7826 3670 4726 1211 3842
internal_value=0 0.043865 0.10314 -0.0565541 -0.019068 -0.04538 0.0231769 0.125146 -0.0614358 0.0322121 0.0286492 -0.0772906 -0.0368168 -0.0627306
internal_weight=0 40133.9 24116.3 29841 10628.2 16017.6 5401.78 18405.8 13162.8 5710.55 2854.8 19212.9 1761.35 5226.4
internal_count=223821 121717 74051 102104 31909 47666 17081 57796 40077 16255 7589 70195 5937 14828
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=124 68 139 115 194 194 115 36 35 185 119 126 177 139
split_gain=48426.5 6782.52 4535.79 2882.12 1393.68 1179.38 1137.78 874.874 599.485 504.088 431.303 335.708 242.418 109.83
threshold=-0.11807402534104362 0.031676563156378429 -0.13482688594483744 0.071595592099426425 0.052715109557699091 0.033484202046934954 0.067915356375415958 7.0693618854754874 0.09825662909155615 0.987866033712823 -0.024204816913026415 0.90966102325985387 0.20326213558080317 -0.40244293875561271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 12 7 -5 13 -3 -4 -6 -10 -8 -2 -1
right_child=2 4 8 5 9 -7 11 -9 10 -11 -12 -13 -14 -15
leaf_value=0.024136705330900194 -0.09048740941975611 0.061758177864469521 -0.092592614582817534 0.087488721674418402 0.05816998007694605 -0.025747149937359815 0.077573568386623701 0.12186555933122867 0.020441887863507452 -0.072639329256293128 -0.066379370388238421 -0.019557157292295436 -0.0052793720511234501 -0.087856966098901701
leaf_weight=91.391646236181259 2402.3485787659883 2711.4574688971043 29935.118455991149 2935.7839958369732 2741.0863998681307 1339.4304922819138 752.54861180484295 22646.587365984917 681.0376118272543 330.07184644043446 3579.5469608604908 675.00293232500553 387.78602389991283 2091.5164822191
leaf_count=374 13155 6299 120962 6381 5327 2942 1715 39734 1880 555 10203 1800 1244 11250
internal_value=0 0.0913366 -0.0725266 0.00041497 0.107733 0.0520118 -0.0377713 0.115438 -0.0875975 0.0441113 -0.0525013 0.0316463 -0.0786448 -0.0831681
internal_weight=0 32039.7 41261.1 7065.35 28429.2 4275.21 3610.46 25358 34195.7 3071.16 4260.58 1427.55 2790.13 2182.91
internal_count=223821 67054 156767 23722 51915 9323 15139 46033 133045 5882 12083 3515 14399 11624
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=166 74 167 116 157 91 157 136 166 157 104 157 129 74
split_gain=32278.3 6418.86 2268.32 1414.02 1880.99 1182.67 1015.71 679.738 567.362 451.784 1665.63 304.555 251.84 71.9853
threshold=-0.16829477598789291 0.24846552182645557 -0.056479646705416546 1.0000000180025095e-35 -0.17355891806183951 0.02023094148634794 -0.067453422964110568 0.022829144139968754 -0.31479528277297547 -0.14571727980732896 0.17229997426394275 -0.20220798654418334 1.0196218613214234 0.31781413849844059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 11 7 -1 -8 10 -4 -3 -7 -5
right_child=2 5 9 13 -6 12 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.13902756974061367 0.10187076775841453 0.088923898964246809 0.085091022957544421 -0.054228688196458798 -0.033030657956117475 -0.061000579798023639 0.14056355173096099 0.093780754268258465 0.022456383030014387 -0.086501527378179399 -0.076027605867359987 -0.021643293197559491 0.018763256034231804 -0.085697354891653657
leaf_weight=11319.205061554909 1712.8905061557889 1029.310951218009 744.11117467284203 1475.6342498734593 2606.3186463564634 2710.1898375675082 545.38683892786503 4698.3606924712658 1599.8398954346776 19582.339959099889 4659.0599722489715 328.67051155865192 463.53447789698839 1432.6846729144454
leaf_count=35004 5085 2638 3010 5933 13031 5930 1702 12636 4869 113223 14283 799 1235 4443
internal_value=0 0.0905363 -0.065166 -0.0158275 0.0204679 -0.0159342 0.117101 0.125756 0.0524831 -0.0794381 -0.0538388 0.0621635 -0.0493508 -0.0697307
internal_weight=0 22694.5 32213 7227.53 4319.21 4531.71 18162.8 16017.6 2145.23 24985.5 5403.17 1357.98 3173.72 2908.32
internal_count=223821 64813 159008 28492 18116 10602 54211 47640 6571 130516 17293 3437 7165 10376
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=94 64 190 189 118 63 190 122 103 181 89 94 193 91
split_gain=46008.4 3555.07 3140 1244.72 757.709 698.463 900.708 584.691 497.88 421.1 321.731 318.242 249.794 223.894
threshold=0.046033864433390408 0.17041757574463159 0.35614909229091835 35.500000000000007 0.20750712163359436 0.30712835145314504 0.060381848309164994 -0.13519654574912884 0.30716747413258488 0.13206115046273367 -0.0065240049994464569 0.018089398207155358 0.82564184711537558 0.039608080071522112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 13 6 -3 -5 -6 12 -7 -11 -1 -4
right_child=1 5 4 7 8 10 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.087837533224792139 -0.060316043503165356 0.013185356549088515 -0.052832976325340245 -0.053940106177273385 -0.0030519995939746313 -0.07478267213001058 0.10899015730416273 0.075764130734883084 0.085410931082183367 -0.070634737693741109 0.13358844314033316 -0.013286135695063284 0.43894835783888908 0.034093732024424069
leaf_weight=27288.270197764039 1377.9413559511304 1148.2891609817743 1823.8250755593181 408.89837177097797 1259.2387824431062 74.507938355207443 6748.6641962975264 2316.5114571601152 1285.889923363924 4033.7998723164201 13530.362913280725 1273.0092377662659 9.0044556185603124 353.77839630842209
leaf_count=148263 4030 1898 6353 1146 4453 73 8147 4472 2533 21942 15382 4454 25 650
internal_value=0 0.102438 -0.0716143 0.0171422 0.00459255 0.118716 0.0950593 0.0563044 0.0416426 -0.0826529 0.132447 -0.0568778 -0.0876638 -0.0387107
internal_weight=0 25605.2 37326.8 4103.35 4722.73 21501.8 7896.95 2725.41 2545.13 32604.1 13604.9 5306.81 27297.3 2177.6
internal_count=223821 35148 188673 9648 13989 25500 10045 5618 6986 174684 15455 26396 148288 7003
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=139 63 110 92 135 191 165 176 90 160 77 161 165 101
split_gain=6190.45 2378.64 2788.34 1084.59 923.638 716.223 408.04 345.388 261.491 259.324 281.551 220.933 211.905 208.985
threshold=-0.019074235355171002 0.30712835145314504 0.2576331603973957 0.33769122027416648 0.017594386572045657 0.4494382022471915 0.16623856335119155 -0.12776144721603563 0.19894741069903241 -0.11069363017895538 -0.28206076232373251 -0.22539793101427671 0.10542724590134449 -0.053166582415005922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 9 13 8 -3 10 -1 -8 -9 -7
right_child=1 7 3 -5 -6 6 11 12 -10 -11 -12 -13 -14 -15
leaf_value=0.37661786974575368 -0.027884250633771292 0.20034116258793322 0.11655024804802112 0.043518597719768265 0.037300409148844443 0.38310352697121597 0.2645905054441795 0.24337586771820857 -0.038834039651873466 -0.076045520572328898 -0.022541993450489621 -0.024105082135019738 -0.064992479778879841 0.10528447935699799
leaf_weight=18.1517105512321 3822.7197420597076 90.969669487327337 5387.5495021939278 3266.3728923983872 5039.3253803141415 32.569738261401653 27.623059026896954 22.48678233474493 91.880738504230976 8038.7958250753582 667.40922018140554 656.83378068730235 2477.0174259394407 160.53621271252632
leaf_count=61 44985 244 18492 8486 29119 87 55 58 450 96436 6520 3831 14445 552
internal_value=0 0.0351804 0.0486096 0.0889849 0.00918244 -0.0623487 0.023765 -0.0525128 0.0801577 -0.0710107 -0.0119734 -0.012454 -0.0622182 0.152142
internal_weight=0 20198.3 17516 8653.92 8862.05 9601.92 877.563 2682.35 182.85 8724.36 685.561 684.457 2499.5 193.106
internal_count=223821 116279 101082 26978 74104 107542 4525 15197 694 103017 6581 3886 14503 639
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=20 14 115 0 115 160 0 160 47 151 14 151 37 151
split_gain=15772.1 5085.41 4353.07 2635.96 4389.5 2553.76 1268.8 1077.88 666.438 505.689 452.553 335.472 303.437 267.801
threshold=0.085839301135722051 -0.13676779315196044 0.12845518528897035 3.1548396685088873 0.26538304296274068 -0.21974913609013452 4.5332433821577931 -0.24627426133814273 0.068988187906267318 0.025926256621753085 -0.0083350552280086563 0.14830590846278388 17.532028734485397 0.13311349808926939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 10 5 -5 13 -3 -4 -8 11 -1 -6 -2
right_child=1 2 8 4 12 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.084201577576813569 -0.081494481235749552 -0.040915606109181046 0.053879794765310907 -0.070046740374399244 -0.019959668782805945 0.039001248728154338 -0.031604535249291819 0.10728827471794899 -0.026798195339307902 0.10850617483303029 -0.02360433570725317 -0.04446682468279916 -0.076473839561258583 -0.028926793630897219
leaf_weight=11513.791365660727 2188.3967249915004 505.30668034404516 1447.2015676498413 2660.1791485920548 1069.6936573684216 11144.363982282579 389.07492402940989 17024.424523070455 3500.3407967984676 762.29189956188202 1798.2828588858247 2605.6396761462092 8495.3841308578849 1739.3832965493202
leaf_count=44400 7206 1465 4001 15378 3424 34193 1571 53707 10030 2480 5080 7325 28933 4628
internal_value=0 0.0592159 0.0796368 -0.0394659 -0.0180884 0.0179874 -0.0311549 0.103016 -0.00319914 0.0611593 -0.0708513 -0.0768688 -0.0701537 -0.0582153
internal_weight=0 27556.4 22477.3 39287.3 23369.6 13804.5 5079.15 17529.7 4947.54 1151.37 15917.7 14119.4 9565.08 3927.78
internal_count=223821 85088 69203 138733 81928 49571 15885 55172 14031 4051 56805 51725 32357 11834
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=34 124 139 140 44 167 197 129 114 155 123 124 114 114
split_gain=40077.9 5394.47 2245.24 2206.35 1848.63 1267.38 914.457 903.539 725.304 435.785 281.767 240.077 359.659 193.554
threshold=0.10462592556916127 -0.15283365541381203 -0.15146437380752217 -0.10730171497962301 0.11618578904395498 -0.16626295425388535 0.033484202046935148 1.0166460912955511 6.9368795297991337 -0.17076574585815144 344.50000000000006 -0.1937315990515131 15.622633784179639 11.965813597887559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 9 13 -3 -6 -7 -1 -5 12 -4 -2
right_child=1 3 11 10 7 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.050038347285305568 -0.089995837401004905 0.071431643122983016 -0.057802600763428996 -0.0010956279660354524 0.097884683395382935 0.034817845068933533 -0.014919317816481632 -0.048831460664206801 0.10660571311774342 -0.081088993946952417 -0.070423579346341261 -0.089050237289665032 0.15705248956692833 0.024747163288204296
leaf_weight=282.05068823695183 363.67505142092705 4223.3269464820623 531.02311360836029 755.53237695991993 1499.2893688678741 1498.3557503521442 1728.249454036355 582.95908199250698 23185.266266942024 2499.084411367774 2616.2795264273882 29107.366630323231 91.307780370116234 246.76139956712723
leaf_count=796 1102 9213 2372 1901 3316 3916 3672 1648 42104 14929 7892 130253 189 518
internal_value=0 0.0747614 -0.0774321 0.00974102 -0.0144435 0.0987279 0.0463566 0.0568091 0.102248 -0.0677906 -0.054889 -0.0877363 -0.0262793 -0.0436124
internal_weight=0 34617.4 34593.1 9323.39 4863.38 25294.1 5951.58 2082.25 24683.6 2781.14 3371.81 29729.7 622.331 610.436
internal_count=223821 70318 153503 22678 20689 47640 12885 4964 46020 15725 9793 132814 2561 1620
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=166 74 13 96 94 165 157 91 83 136 157 19 163 157
split_gain=26232.1 5242.64 1960.13 4145.28 919.244 909.589 908.799 905.35 821.328 678.086 574.918 573.183 367.524 250.436
threshold=-0.15839758746220908 0.27705338499318055 -0.17263396199720168 0.059504825500079489 0.020757183513068881 0.068685433764896567 -0.067453422964110568 0.018467123244729124 -0.089095061221222849 0.022829144139968754 -0.26580055143873454 0.087384776381108517 -0.2460181238488863 -0.18146750782952606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 12 8 9 -5 -4 -1 -2 -8 -3 -7
right_child=2 4 5 7 -6 13 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.12286125968489484 0.17392359550846964 0.082959474062660299 0.27573676210740133 0.068551188425611587 -0.056248608715419826 -0.040826078497655183 0.070043909510826993 -0.075708016130980077 -0.019693550814653637 0.078820501086769038 0.060212708412173035 -0.047704933932518685 -0.015018902720863633 -0.084506091943971184
leaf_weight=11530.739237174392 838.88739138841629 874.88801527023315 125.95425992459059 478.40145932883024 2726.9914534091949 1403.7457331120968 1770.1607463285327 4799.7491080462933 372.13537101447582 5017.2077917680144 946.08093179762363 539.3769767805934 680.73155423998833 20215.154987156391
leaf_count=35762 2826 2204 641 1723 6618 5099 5293 14796 1816 13267 3746 1923 1513 126594
internal_value=0 0.0786239 -0.0639452 -0.0180821 -0.0212564 -0.0785917 0.101307 -0.0626326 0.0550133 0.109508 0.113654 0.0425445 0.0400846 -0.0816699
internal_weight=0 23140.1 29180.1 7063.12 4282.61 22117 18857.5 5278.15 498.09 16547.9 1784.97 2309.54 1555.62 21618.9
internal_count=223821 66580 157241 23091 10335 134150 56245 16519 2457 49029 6572 7216 3717 131693
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=94 64 184 189 82 61 11 190 118 69 157 117 156 187
split_gain=37653.4 3297.49 2609.19 1196.82 691.379 665.928 577.786 456.935 334.224 280.412 273.266 261.008 244.931 186.872
threshold=0.041936988280855174 0.19220704325438245 0.33361225084747864 35.500000000000007 0.38458632059596282 0.23565361319252723 -0.20766905568952373 0.085714285714284202 0.20750712163359436 0.15483444133922758 -0.02352810642928015 6.852945298013605 0.47247318268139621 0.12765296776076732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 13 11 7 -5 -3 -6 -1 -7 -4 -11 -2
right_child=1 5 4 6 8 10 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.08518567878281702 -0.071355824536628698 -0.0016953055226948514 -0.044730231184141253 -0.048723930491666963 -0.010237473564101991 0.11669802802548537 0.068630836783203905 0.08727448454137629 0.072190304087980064 0.18262478748992089 0.054164744430813608 0.037814614448656518 -0.046972085623319483 0.010858919446619571
leaf_weight=26767.361274071038 1285.6172360107303 803.89518135786057 3148.7966514676809 493.80448231846094 834.99036100506783 17379.519789144397 2789.2870254591107 2047.5515726953745 1197.2454721182585 48.142763540148735 728.09203752875328 436.12275815010071 1331.9971028417349 352.20962604880333
leaf_count=162832 4235 1372 13283 1311 1991 20030 5354 2657 2334 112 1189 1630 4722 769
internal_value=0 0.0898141 -0.070501 0.0161473 -0.00827345 0.10711 0.0509797 0.0621916 0.038323 -0.0829193 0.114184 -0.0346883 -0.0389632 -0.0536758
internal_weight=0 25880 33764.7 4920.92 5617.16 20959.1 3283.09 2851.45 2032.24 28147.5 18107.6 3584.92 1380.14 1637.83
internal_count=223821 36917 186904 11669 19238 25248 6665 4029 4325 167666 21219 14913 4834 5004
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=156 87 65 117 123 191 136 76 161 161 127 70 49 181
split_gain=5063.39 2180.48 1934.22 1072.16 864.107 642.066 429.074 462.996 358.744 244.352 229.76 143.601 114.3 112.971
threshold=2.6009057861623277 0.18575861070998159 0.0032899487430025514 0.61886228710750857 1731.5000000000002 0.4649431256182 0.23374389660162034 0.89545562477804175 -0.20192053091382076 -0.10221968041668207 0.87763125826953436 0.015089184558581012 2.955495641880002 0.62917468324154779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -3 12 13 -8 -10 -2 -7
right_child=5 6 3 -5 -6 9 10 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.025256063357295133 0.017035066530480116 -0.019016856187292083 0.093881688988978723 0.035743902513265716 0.22478967055729571 0.088965959919591567 -0.061277062249948278 0.14670582138234295 -0.077285436761076284 0.001060020115256758 0.25097523186188642 -0.044131334611942442 0.68401072561726939 0.28351005066342971
leaf_weight=3547.0700172819197 454.56583661586046 705.40665920078754 6783.8736554719508 5957.9504573233426 143.80989066511393 111.34077830612659 2622.4077480174601 221.52406908944249 6215.7153799757361 687.48477257415652 23.778458550572395 1654.0755635648966 2.5839780047535887 40.782370209693909
leaf_count=42955 4472 3688 24639 25029 767 527 15822 617 85424 4120 119 15530 5 107
internal_value=0 0.0328376 0.0482321 0.066697 -0.0155134 -0.0569105 -0.0379616 0.0205887 -0.0653145 0.0264367 -0.0584712 -0.0703171 0.0208051 0.141121
internal_weight=0 20005.8 16432.7 12741.8 3690.88 9166.55 3573.12 926.931 8326.94 839.608 2646.19 7869.79 457.15 152.123
internal_count=223821 113636 93390 49668 43722 110185 20246 4305 105431 4754 15941 100954 4477 634
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=19 157 115 156 67 157 156 35 158 115 156 139 14 181
split_gain=14739.7 6425.46 3369.12 2825.7 4111.24 1335.77 1268.98 871.417 613.678 610.782 441.658 261.386 169.995 147.967
threshold=0.067095850487327455 -0.16036217455693788 0.081950971037873785 2.0092509994889856 0.1389618511661749 -0.1893053302541601 1.4490332415356948 0.29236139860555793 0.02271183931180832 0.36631725453808855 2.3794424183647243 0.077652036804199229 0.082375460045388912 0.40631790324583916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 6 8 5 -5 -3 -4 12 -6 11 -2 -1 -12
right_child=1 2 7 4 9 -7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.079841388816457706 0.037787670141658951 0.0057265215090492264 0.040358840857559294 -0.047311005336704369 -0.028293967348473538 0.055158029593623273 0.10736463731819586 -0.038379429018718769 -0.010660658577154562 -0.077407946509664163 0.061640150100458251 -0.067784883593936224 -0.018797479042648692 -0.048841449522127649
leaf_weight=14547.391723163426 249.23790593445301 1331.2436117082834 4243.8264397829771 1557.5400014668703 4296.2506320104003 6943.6852044314146 15901.168265536427 2101.6535214409232 1490.9015870168805 6166.2825633063912 427.89190484583378 3971.4354408383369 470.96514049172401 169.141511246562
leaf_count=60922 704 3303 11671 8432 13087 21374 52760 6604 4568 23581 1592 13315 1508 400
internal_value=0 0.0550716 0.0765744 -0.0416034 -0.0152694 0.0363843 0.0995129 0.0142803 -0.0718525 -0.0572402 -0.0501631 -0.0615506 -0.0779271 0.0303404
internal_weight=0 28395.6 23577.9 35473 18963.8 8501.23 17232.4 6345.48 16509.3 10462.5 4817.71 4220.67 15018.4 597.033
internal_count=223821 90349 74338 133472 66474 29806 56063 18275 66998 36668 16011 14019 62430 1992
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=125 67 34 184 197 115 116 115 173 184 156 191 66 34
split_gain=33372.8 5063.78 2850.85 1426.99 1285.59 1025.58 912.705 887.816 454.714 1249.59 454.57 361.789 347.239 83.4416
threshold=-0.10404395370038781 0.027472057385841225 0.096421755884449969 0.0046088326958307804 0.18594098438813281 0.22652348768365618 0.081878287465935354 0.064498140795197209 0.1552949171868851 0.042917504443210595 2.4287758619969098 0.89834943639291487 7.3005262437867033 0.3703853534339005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 6 5 -3 -4 13 -2 -10 -5 -6 -9 -1
right_child=2 4 3 10 11 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.08737960851034321 -0.090201336362911819 0.059956269763332008 -0.042271970502902378 -0.077202723118168629 0.029717975746540001 0.10500842398841487 0.08939847669119573 -0.016542415236425616 0.043929083626080764 -0.082057552535967609 -0.0078740830317121369 -0.081915150164823619 0.091043471014560506 0.0064047707009857223
leaf_weight=1988.9108942747116 22687.970906570554 6892.2915050312877 757.62425345927477 2236.447484716773 1690.9927627891302 18933.423350997269 1725.2867796868086 829.40803249925375 987.27138269692659 3885.9235118180513 1638.7360325083137 350.48744993656874 469.99536216259003 99.620120689272881
leaf_count=12422 121362 16164 3001 6150 3342 34995 3413 2201 2943 11368 4484 618 967 391
internal_value=0 0.0729117 -0.070324 -0.00996393 0.0869462 0.092985 0.0492212 -0.0425282 -0.0842484 -0.0565336 -0.0478851 0.0105525 0.0223715 -0.0829062
internal_weight=0 31255.1 33919.3 6358.09 27867.2 25825.7 2482.91 3387.93 27561.2 4873.19 3875.18 2041.48 1299.4 2088.53
internal_count=223821 71100 152721 17048 55119 51159 6414 15981 135673 14311 10634 3960 3168 12813
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=166 94 156 157 103 103 29 13 76 157 94 137 165 166
split_gain=21482.9 4687.73 1907.18 1311.31 3444.64 1248.01 578.33 542.831 465.731 391.503 329.228 276.524 233.073 252.612
threshold=-0.11100161733677473 0.02334928404305352 2.8410008770006532 -0.13152278155664596 0.22421452944836254 0.2311058720286078 0.13978124572631342 -0.13143155906535472 -0.025586926588798728 -0.15578100430189415 0.012578004618174142 0.051224114825182146 0.073890360111152312 -0.087944429979328706
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 -4 -2 -3 -6 -7 13 -5
right_child=3 5 7 12 10 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10400279880053134 -0.034822979189139971 0.079378955728299394 0.04067413347289689 0.19036139203786884 0.036643965595387705 -0.0076767242905839434 0.05626536817806356 -0.069185489012671283 0.10782823327451825 -0.015205142678565887 -0.08050750041431709 -0.070982712984030083 -0.083741474736747354 -0.039086472715154842
leaf_weight=14974.600364848971 268.26889859139919 1246.3322454020381 938.44099424034357 57.678797282278538 253.16718887537718 942.07379058748484 3055.6555002629757 863.7265317440033 1558.2777441591024 674.4344280064106 4572.0618040338159 2578.6139967367053 17431.329914644361 285.44004414975643
leaf_count=47029 971 3328 3168 264 874 2355 7553 4130 5416 1880 16264 6843 121984 1762
internal_value=0 0.0635498 0.0861085 -0.0679608 -0.0300858 -0.0186699 0.0959126 -0.0119784 0.0868767 0.0461679 -0.0743609 -0.0540431 -0.0821349 -0.000515939
internal_weight=0 25273.9 19832.4 24426.2 6651.78 5441.45 18030.3 1802.17 1826.55 1920.77 4825.23 3520.69 17774.4 343.119
internal_count=223821 76286 61880 147535 23525 14406 54582 7298 6387 5208 17138 9198 124010 2026
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=91 181 97 180 8 73 14 121 183 69 178 192 180 169
split_gain=30231.5 2837.35 2566.27 1403.3 755.45 707.736 589.962 495.317 472.417 446.759 367.219 270.481 259.353 250.01
threshold=0.060197606548729153 0.33361225084747897 0.24952824575853075 37.554886211512731 -0.13160904430554532 0.28470368645059935 -0.041184859731776345 0.80967054558405926 1.1432587492828459 0.14859506514142243 -0.17322755780724011 12.315260734936151 37.070281124498003 2.6134189965103141
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 11 -5 13 10 -8 -7 -1 -4 -2 -11 -3
right_child=2 5 6 4 -6 8 7 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.083128182799356881 0.086919689165490366 -0.045606000814326142 0.032036222122404819 -0.049727706246126824 0.074189093913052534 0.0029451680637649948 0.013580565494945643 0.11171717769409738 0.08591527196107869 -0.069694568530475509 0.1097351695095331 -0.061313529725222318 0.012154054036584041 0.14051609688735406
leaf_weight=24281.770878180861 133.14116559177637 2688.3589516356587 632.44684766232967 572.87543801218271 3483.9293389692903 2243.779189735651 1336.7228112742305 835.93178850412369 988.61350454390049 755.37736342102289 15910.146857351065 1631.663902528584 794.15551824867725 74.161571860313416
leaf_count=162631 183 12370 745 1513 5966 5738 2475 999 1643 2623 18973 5164 2571 227
internal_value=0 -0.0654219 0.0822932 0.0243079 0.0566904 -0.00344277 0.10033 0.0513388 0.0283212 -0.079806 0.106765 -0.0501305 -0.0277461 -0.0406094
internal_weight=0 31826.2 24536.9 5821.61 4056.8 5994.91 18715.2 2172.65 3232.39 25831.3 16542.6 1764.81 1549.53 2762.52
internal_count=223821 187803 36018 12826 7479 19978 23192 3474 7381 167825 19718 5347 5194 12597
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=12 162 74 87 12 194 163 130 2 152 74 10 193 75
split_gain=4385.28 1687.99 1257.18 1204.69 976.778 562 439.728 330.078 294.206 188.855 144.833 132.549 333.412 128.542
threshold=3.5548269272931194 0.27572806544668405 0.068099736968468896 0.11853518995704027 1.4296338186320472 0.35454223973042448 -0.015309718567576619 0.759888088018151 -0.51981163982370637 -0.54080460241535966 1.1681926015611306 -0.054236027038492611 2.1074550993520957 0.0011221688200111803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 8 10 -3 -8 -7 12 -2 -9
right_child=5 6 3 -5 -6 7 9 13 -10 -11 -12 -13 -14 -15
leaf_value=0.081641377347514865 -0.038946258778535532 0.14875850186316639 0.085352007594139953 0.0014828922684764637 -0.017529222457881882 -0.01876039980122236 0.31288856855865843 -0.059371247652291827 0.0065966288448404443 -0.042343024091470859 0.14586823310910568 -0.076499414407422847 1.121362189218204 0.24977209848713883
leaf_weight=1319.4359876960516 935.88820104300976 156.7374413497746 7851.7506582252681 2190.4561417810619 4016.6612132079899 950.4810948818922 15.033127557486294 16.543842416256666 2043.9540361724794 3352.7270950749516 56.622409772127867 5575.6272341515869 2.4830506704747668 71.923540517687798
leaf_count=9883 11300 476 23507 7010 44646 6206 68 78 12891 27561 212 79780 10 193
internal_value=0 0.0291339 0.0462159 0.0670581 0.00699231 -0.0595023 -0.0180412 0.00676384 0.0167217 -0.0407573 -0.00950448 -0.0706474 -0.0358759 0.191961
internal_weight=0 20946.8 15378.3 10042.2 5336.1 7609.57 5568.45 1095.57 2200.69 3367.76 1007.1 6514 938.371 88.4674
internal_count=223821 126042 85046 30517 54529 97779 40996 6689 13367 27629 6418 91090 11310 271
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=19 157 34 157 115 12 0 10 157 34 36 0 150 189
split_gain=11968.2 5393.82 2805 2109.36 2758.16 1393.04 1317.66 384.292 382.159 279.497 186.823 110.359 108.748 43.2112
threshold=0.057518504312741407 -0.16036217455693788 0.26939284515216017 -0.17744911340627798 0.3151792882300562 1.7285704009875185 3.1548396685088873 0.033875012516722362 -0.31592881841060461 -0.13767864203687893 7.4200341187689274 3.9352850526913685 0.76187054527811593 28.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 11 6 -3 -5 -4 -2 -10 -6 13 -13 -1
right_child=1 2 7 4 10 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.049387702457141094 -0.074987556731455282 -0.0011138338413124323 0.055889113459780239 -0.044052286128993458 -0.012025031605660539 0.090851713139720125 0.024847986642807865 -0.037138625010054473 0.095183690329618459 -0.029003195015535999 -0.073968958119741551 -0.060840142870892483 0.01845253710976592 -0.080654023965136226
leaf_weight=465.27978905290365 2462.4901586100459 1808.549537062645 540.51199141144753 3856.3425089269876 523.1385021135211 18448.027035497129 9904.4560941830277 2488.318763628602 198.37085637450218 2097.1569330170751 7027.0148351490498 1861.99211807549 190.67664860934019 8842.1967086344957
leaf_count=2701 8817 4572 1763 13482 1699 61822 30432 7742 745 7501 28585 10124 917 42919
internal_value=0 0.0493955 0.06922 -0.0396604 -0.0211087 0.0826408 0.00553929 -0.0205373 -0.0476246 -0.0182714 -0.069677 -0.0744624 -0.0534745 -0.079091
internal_weight=0 28043.4 23285.4 32671.1 21311 20256.6 13760.8 3028.83 4758.02 2295.53 7550.15 11360.1 2052.67 9307.48
internal_count=223821 92962 75899 130859 74198 66394 43914 9505 17063 8246 30284 56661 11041 45620
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=125 68 52 181 139 174 111 106 160 139 68 176 181 4
split_gain=27906 4576.09 2735.23 1669.76 1173.34 863.14 852.329 691.687 661.121 297.565 217.766 181.745 463.035 145.73
threshold=-0.094074590482101011 0.035848725605042264 0.10642240199723139 0.018701969334018239 -0.080848483938886259 0.14780446126447885 0.10965662008245576 0.32204827707074341 -0.10298031727746007 -0.047667506783157808 -1.0000000180025095e-35 0.25668686840853255 0.042917504443210922 0.029609899657223496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 5 7 -4 10 -3 -6 -5 -1 -2 -13 -8
right_child=2 4 3 9 8 -7 13 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.028125765613545451 -0.088752908283490861 0.061507186972982825 -0.023392198620145025 -0.01794116538046622 -0.076245235706393522 0.098503241296430177 -0.085107139775251694 0.098450885293266871 0.043529279247459696 -0.074769544131857615 0.053843742400638474 0.022118630913151069 -0.08036664725705972 -0.02439632299097505
leaf_weight=501.64606481045485 20898.284477055073 7294.4400725886226 931.90784306824207 1511.5610573664308 566.13050226867199 1542.3056905865669 1936.9047332704067 16603.202854022384 2477.9203868210316 2359.9994587302208 915.76018061488867 531.78282172977924 2578.1404785439372 496.79105115681887
leaf_count=2124 121819 15808 3318 3463 1875 3021 13043 32806 5097 7623 2285 1720 8225 1594
internal_value=0 0.0651514 -0.0699635 -0.011575 0.0797262 0.0525916 -0.0368117 0.0871743 0.0212537 -0.0525822 0.0248332 -0.0853965 -0.0628421 -0.0727142
internal_weight=0 30792.8 30354 6345.77 26941.7 2474.21 3851.1 23897.6 3044.05 3871.56 1417.41 24008.2 3109.92 2433.7
internal_count=223821 74632 149189 17425 55586 6339 19046 48614 6972 11086 4409 131764 9945 14637
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=166 73 156 158 73 94 151 160 173 186 96 1 6 74
split_gain=17781.9 4548.44 1250.67 1156.88 2419.32 1122.65 518.491 443.895 384.073 332.048 305.823 270.24 239.631 237.12
threshold=-0.11100161733677473 0.13566282318206122 3.0720732192410281 -0.11889025199200869 0.18910803162195514 0.019888418481477786 0.022926853081054448 -0.26243259793259882 -0.061823633560694549 43.250000000000007 0.031696852887475771 -0.096655210284147225 0.12120882933438117 -0.13736242720528799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 7 -2 -3 -1 -7 -6 -4 13 -5
right_child=3 5 11 12 10 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10049714452636771 0.091711991229339984 0.075168311693804071 0.035256935131591977 0.11222710886775498 0.083527226469429672 -0.055907271232381678 -0.010253465604995326 -0.0074809386471032082 0.068344836278271606 0.043497578888669938 -0.077746756347544799 -0.060223311704195426 -0.082932923790313084 -0.049320863497630318
leaf_weight=11440.280531525612 1405.615429610014 1420.1361481845379 553.02861551195383 114.36163137853146 120.903982847929 3656.2218169718981 772.91645966470242 1198.0406865701079 5502.0834648534656 370.04617109149694 4279.8166275843978 638.87788470834494 15204.787752620876 442.09483055025339
leaf_count=37126 5028 3730 1851 687 417 9531 3371 3340 16081 1281 16927 3346 117971 3134
internal_value=0 0.0571559 0.08309 -0.0658716 -0.0306503 -0.0136244 0.0555359 0.0373492 0.0900556 -0.0467712 -0.073316 -0.0159218 -0.0805741 -0.0161199
internal_weight=0 24778.7 18134.3 22340.5 6579.25 6644.44 2178.53 2618.18 16942.4 4026.27 4400.72 1191.91 15761.2 556.456
internal_count=223821 76286 58404 147535 25743 17882 8399 7070 53207 10812 17344 5197 121792 3821
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=94 196 63 190 103 192 195 103 95 0 73 176 157 8
split_gain=25444.5 2355.74 2192.62 1716.72 592.407 496.454 452.88 423.989 387.323 362.069 357.872 309.926 282.621 216.367
threshold=0.041936988280855174 0.37369192352820257 0.19133103395666703 0.15398829688943697 0.2107840626976081 23.520406152515019 0.22361363844707632 0.169788063296096 0.11086202224209038 0.7094098396241354 0.58632759785991639 -0.16100585739063533 -0.16036217455693788 -0.041928828341220879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 12 10 -2 -5 -1 -10 -3 -6 -4 -7
right_child=2 5 4 7 11 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.08338788616953044 0.10634180779328642 -0.035747384284377445 -0.070876363164601233 -0.011677516145590833 0.02103762413326235 -0.014326086289473626 -0.047231571328896299 0.076008870094824821 0.17750378901358499 -0.051328596420607255 0.03848975043203684 0.1015137051095457 0.050646421953518844 0.084928897668787112
leaf_weight=20518.06736664474 208.09784728288651 2887.9645135477185 231.39116818457842 635.66251929104328 494.20090235769749 303.62726056575775 2485.7141412273049 4161.3578205779195 70.664098933339119 3215.0983427464962 837.72247958183289 15107.358007781208 1106.6662460118532 793.86877708882093
leaf_count=153522 476 13353 597 1658 648 1380 6882 5373 156 15057 1751 19276 2007 1685
internal_value=0 -0.0653705 0.0735661 0.0285152 0.0934879 -0.00164224 -0.035368 0.0643894 -0.0782833 -0.0464073 -0.0190551 0.0989645 0.0296314 0.0574696
internal_weight=0 28627 24430.4 7490.83 16939.6 4823.18 2693.81 4797.02 23803.8 3285.76 3725.69 15601.6 1338.06 1097.5
internal_count=223821 186904 36917 14389 22528 18169 7358 7031 168735 15213 15104 19924 2604 3065
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=139 87 65 193 194 123 6 160 86 59 2 136 139 38
split_gain=4123.85 1403.2 1363.46 1017.59 631.947 594.547 306.109 221.184 234.621 195.462 150.282 136.554 159.626 101.334
threshold=-0.019074235355171002 0.2681700225632741 0.0032899487430025514 0.020910175460327831 0.075917304504213093 1603.5000000000002 0.28753133284975174 -0.21084417104364189 -0.1555541491308825 -0.0028846065365704704 1.0863766361576883 0.23374389660162034 1.2447516049193414 -0.11802179620190241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 7 -2 9 8 -1 -6 -8 12 -3 -9
right_child=1 11 3 -5 6 -7 10 13 -10 -11 -12 -13 -14 -15
leaf_value=0.29267164022862063 -0.025202813852676947 -0.010579071219777664 0.093233703393579032 0.035281983904587942 -0.079560271271881727 0.15352029287900842 -0.037756545052849255 0.098754769411354762 -0.014876192480432815 0.073063016872954717 0.43827672402863693 -0.061678410697343769 0.31211581127286231 -0.077275785329419075
leaf_weight=30.072235003113747 3492.8637542072684 425.15754480846226 4297.5797198601067 10272.751841545105 99.105990815907717 196.61104641482234 1234.5419681016356 32.896013345569372 141.62268841639161 547.31128780916333 6.6676442213356486 1626.513433912769 15.902599334716795 5557.19196366705
leaf_count=168 46219 2329 16677 37128 1034 1074 10752 617 1963 2779 27 12821 31 90202
internal_value=0 0.0297835 0.0386245 0.0523751 -0.0563546 -0.0156787 -0.0061381 -0.0728062 0.0389906 0.0496635 -0.0351993 -0.0482958 0.00105582 -0.0762399
internal_weight=0 20327.4 18259.8 14570.3 7649.41 3689.47 1887.63 5761.78 171.695 646.417 1241.21 2067.57 441.06 5590.09
internal_count=223821 116279 101098 53805 107542 47293 14592 92950 2131 3813 10779 15181 2360 90819
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=156 155 157 44 157 44 106 140 20 151 39 156 181 166
split_gain=8878.07 8688 2029.58 1910.04 1504.06 1416.28 926.766 560.369 494 474.924 382.63 272.233 254.133 190.386
threshold=1.9916350386944033 -0.028549558847756198 0.026647250797203988 0.23839466121773703 -0.16912614876778814 0.11618578904395498 0.29776288670136614 -0.028684723252622155 -0.021736635995241772 0.016913683740821032 0.042769493550842204 3.1919047905934645 0.059641908202380363 -0.087944429979328706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 6 11 -6 -2 8 -1 -9 13 -3 -5 -4
right_child=1 4 10 12 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.045583827311373767 0.034998530193786362 -0.032317044653530171 0.01368660472328872 -0.069821211162560209 0.097856339451062285 0.023283568354556149 -0.028365862447112641 -0.079853963845223641 0.060407971270309058 -0.044365835815013972 -0.011236558194373894 0.063323122647856236 -0.028579529390421483 0.09404707201084056
leaf_weight=1375.7110122740269 5576.0975489765406 1382.6276873350143 420.9844401627779 5492.7562224417925 14879.001053608954 3072.7064735293388 3938.6340970993042 10800.810719951987 646.30967787653208 5793.9145813807845 988.85454799234867 379.25541836023331 2052.4225190356374 983.70266412198544
leaf_count=5075 17927 7536 1310 23968 54684 8632 13455 54796 2025 19797 2846 1565 7039 3166
internal_value=0 0.0312221 -0.0502631 -0.021028 0.0764387 0.0850921 0.00876877 -0.0614075 -0.0117051 -0.0674636 0.0364167 -0.01173 -0.0586027 0.0699631
internal_weight=0 36773.5 21010.3 17059.9 19713.6 17951.7 9514.73 18616.7 2022.02 16594.7 2393.54 1761.88 7545.18 1404.69
internal_count=223821 134806 89015 62389 72417 63316 31382 81693 7100 74593 7322 9101 31007 4476
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=124 68 52 118 194 115 68 157 178 190 66 173 194 174
split_gain=23624.8 3733.01 2866.31 1269.92 1100.26 739.581 728.219 529.136 391.201 369.102 304.809 268.876 421.315 92.7982
threshold=-0.10175469961013268 0.031676563156378429 0.12430158653670631 -0.023992676388095175 0.052715109557699091 0.054963843345602274 0.15990092948904686 -0.16912614876778814 0.10003138942083747 0.89836423408002175 8.357701893628942 0.13662620216136898 0.018101960521958966 0.18393709088131793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 8 6 13 -3 -5 -4 -6 -7 -2 -13 -1
right_child=2 4 3 7 9 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0804508626796476 -0.088158842740898385 0.053503962344709402 -0.025138592764617801 -0.081182728030565393 0.031255180031214393 -0.017162362493678668 0.094432992339578109 -0.009204708931128772 0.087653405547276936 -0.084990899674047937 0.075158828852419382 -0.0033654393044678932 -0.077910018698551298 0.14611956818864766
leaf_weight=1844.7020061984658 18318.846466466784 5959.4054400846362 390.83768391609192 1606.8799054920673 2833.5424752160907 1034.0070087686181 16067.653257519007 2802.7850257456303 1442.0968619808555 302.28143179416656 546.7062246799469 998.6086603552103 3149.1246877461672 18.25617977976799
leaf_count=13849 119766 14091 1291 5489 5933 3037 33642 7086 2918 503 1223 3801 11143 49
internal_value=0 0.0621062 -0.0662975 -0.00635474 0.0754699 -0.0355424 0.0833597 -0.0354335 0.0636027 0.0200495 0.0147679 -0.0829533 -0.0599627 -0.0782306
internal_weight=0 28606.6 28709.2 6242.6 25162.9 3443.67 22027.1 4409.66 1832.93 3135.82 1580.71 22466.6 4147.73 1862.96
internal_count=223821 72327 151494 16784 54169 18158 47733 12575 4209 6436 4260 134710 14944 13898
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=145 74 13 13 103 133 165 156 93 158 116 93 118 145
split_gain=13319.8 2501.65 2091.9 1460.31 2601.48 912.177 684.036 551.47 478.438 468.796 317.047 241.723 233.99 204.229
threshold=-0.082844492017217927 0.11207720284265237 0.062704213301420078 -0.14524065076970297 0.25473560352570701 0.081261689865844089 0.072151321788039305 3.1612007854741591 -0.016041906972695082 -0.15450410803466277 0.071734399548590524 0.061695436083567624 0.0082719735182169869 -0.3495614270435497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 9 8 -1 -5 -3 -2 -6 -7 -4
right_child=3 5 13 6 11 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.085300822659272593 0.070221674426001232 0.065445338210191897 0.11062961686157716 0.16889743067592763 0.049100988556504112 -0.056267235076556898 -0.080202797440998175 -0.0049679256883266749 -0.036639815719044448 -0.036173048248079966 -0.0072608799728437704 -0.077331331648294588 -0.0072229189446328286 -0.075602492065661234
leaf_weight=14818.467069156468 2212.2656563222408 2125.4516176432371 62.610978230834007 181.95514009147882 157.36053018644452 1956.7332431226969 14030.645953536034 709.167838729918 299.93783114105463 577.28735261783004 693.69411137700081 3873.5606601983309 1934.5605756118894 989.60164910182357
leaf_count=48249 7983 5716 222 764 516 4866 117574 2850 1647 2365 2486 15580 5862 7141
internal_value=0 0.0512111 0.0719316 -0.0581397 -0.0203995 -0.000887846 -0.0761793 0.0811781 0.0409678 0.0437403 0.0517255 -0.0723956 -0.0318848 -0.0645209
internal_weight=0 23173.9 16579.8 21449.4 6936.88 6594.03 14512.5 15527.6 481.893 2702.74 2905.96 4030.92 3891.29 1052.21
internal_count=223821 77271 58462 146550 26565 18809 119985 51099 2411 8081 10469 16096 10728 7363
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=91 190 23 103 103 186 12 183 152 44 69 25 193 70
split_gain=20390.3 2585.23 1886.01 768.826 704.325 483.956 475.598 392.674 321.62 234.866 216.762 242.67 154.858 132.771
threshold=0.060197606548729153 0.19562801037421271 0.10210948699575532 0.12357274827542386 0.10451676396652786 23.750000000000004 1.7898554338632502 1.1432587492828459 0.037603171396943066 9.785996004416452 0.15483444133922758 0.1910667423313154 1.0641939355321584 1.1931917745032148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 12 9 13 -6 -5 -7 -4 -1 -12 -3 -2
right_child=2 3 4 7 6 8 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.08116384171016279 -0.05742169853914747 -0.061409755599960127 -0.034849364469806222 -0.0016993048656762659 0.093898181752461188 0.052480301386725485 0.059338474313642302 0.064292029937308134 -0.039435377875101769 0.14055958962519366 -0.049592468903510441 0.12413869488051191 0.013360668420429121 0.16751757086868091
leaf_weight=18859.430877014995 1204.8350504562259 2247.7472830601037 671.2153240069747 3309.2499387040734 13171.817946471274 1411.2687266990542 5707.4012598395348 1239.3984874039888 521.30164213478565 86.12877631187439 1064.3934077471495 86.970201410353184 315.92929181456566 26.824798747897148
leaf_count=155096 4297 14063 1807 10625 17321 2631 8279 2432 1533 119 4100 210 1277 31
internal_value=0 -0.0601865 0.0681121 -0.00840127 0.0796572 -0.0035345 0.0834504 0.0162818 0.0276865 -0.014901 -0.0785923 -0.0364694 -0.0521956 -0.0525227
internal_weight=0 27123.1 22800.8 7112.33 19636.6 3164.23 18879.2 4548.65 1932.57 757.344 20010.8 1151.36 2563.68 1231.66
internal_count=223821 187803 36018 28397 27526 8492 25600 13057 4164 1926 159406 4310 15340 4328
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=12 144 25 182 181 107 158 87 167 194 130 181 150 114
split_gain=3330.48 1143.87 910.958 648.779 618.176 452.721 411.984 580.346 180.842 176.839 144.486 108.018 85.8065 77.4133
threshold=3.5548269272931194 0.24294441932258501 0.053384475140621911 0.702982456348625 0.092498533693210358 0.94946736411852228 -0.1776580730116141 0.33753942467484305 -0.077890211774946899 0.046355613408922129 0.759888088018151 1.3053114929268126 0.44181257487383813 25.677650228337249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -4 -1 7 -3 11 -8 12 -2 -5 -12
right_child=3 6 4 10 -6 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0076717877996145996 -0.027486424267728245 0.037806752131382085 0.079543472068182686 0.063485083516954699 0.032960965538412594 0.28404323073194188 -0.066821415083668886 -0.059568272158979453 -0.07261915322767952 -0.015200922685107573 0.22091070824136547 0.33750055925177236 -0.01880175903582209 -0.086091972529948643
leaf_weight=3479.1219188608229 903.01401346735656 2415.0540190525353 5381.393678098917 284.60632328316569 6053.409572198987 54.026311576366425 1277.4850973412395 819.8296538554132 5039.1570615395904 1381.1151266135275 60.974445708096027 8.1819572150707227 228.43917518854141 9.4922041967511159
leaf_count=30204 10253 10987 29205 1202 22084 190 16101 7173 84655 10098 108 32 1484 45
internal_value=0 0.026477 0.0411703 -0.0553382 0.0548834 -0.0032111 -0.0108405 0.0131286 -0.065206 -0.0400051 0.0452877 -0.0242091 0.026846 0.179556
internal_weight=0 20861.4 14968 6533.87 11434.8 3533.15 5893.48 3234.88 5950.35 2658.6 583.512 911.196 513.045 70.4666
internal_count=223821 126042 81683 97779 51289 30394 44359 18160 94940 26199 2839 10285 2686 153
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=155 13 13 115 67 67 0 151 0 151 0 1 66 127
split_gain=6400.76 5701.39 2003.33 3046.44 989.286 803.332 795.583 660.226 580.626 494.599 384.29 234.191 229.864 186.748
threshold=0.066972653451094308 -0.141809911172353 -0.053851172292140183 0.33128822033563193 0.10401138794181138 0.11549404951076235 3.7434408279177451 0.0081919253495175478 2.1834707817224923 0.13311349808926939 2.8389409351892447 -0.11640324217822313 4.8184975463436697 -0.31378364118895385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 -4 8 11 -1 -3 -8 -9 -2 -5 -7
right_child=1 5 3 12 -6 13 9 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.074453492769299981 -0.061127006050896715 0.021823640942520935 0.041014206171939724 -0.010161603141384916 -0.013453818774523025 -0.036988884540272098 -0.025885246930174445 -0.053087210122045952 0.091919875709105814 0.077171008091362917 0.012478529658357489 0.013601632490180494 -0.068788027981431549 0.034446030283667162
leaf_weight=8349.4459443241358 4465.6038746088743 1307.372111544013 8347.6630576103926 751.56438838690519 5552.6100628860295 518.75977182388306 991.84929631650448 1964.0575743094087 12293.313812620938 877.89075733721256 1640.6868458762765 462.83316827565432 6071.7037125006318 1242.4523738846183
leaf_count=46030 21662 3872 26278 2608 17131 1371 5372 7174 48601 3192 5882 1853 29327 3468
internal_value=0 0.0432102 -0.0264115 -0.00760626 0.0192564 0.0769528 -0.0330383 -0.0590118 0.0851818 0.0225023 -0.0232452 -0.0541092 -0.0623305 0.0134051
internal_weight=0 22160.1 32677.7 20723.5 13900.3 15361.9 6798.18 11954.2 13600.7 1869.74 3604.74 4928.44 6823.27 1761.21
internal_count=223821 89391 134430 75344 43409 57312 32079 59086 52473 8564 13056 23515 31935 4839
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=125 66 53 182 193 46 44 13 44 157 191 44 193 44
split_gain=19617.9 2900.57 2236.98 1268.97 925.297 909.976 759.75 570.796 467.618 318.459 289.466 253.931 566.871 104.935
threshold=-0.094074590482101011 4.6779487757305693 0.12121999748656399 0.01549723419458598 0.15624108450173738 0.015269532850161019 0.11618578904395498 0.080359073026518318 0.10124456878953851 -0.16912614876778814 1.0978744678106054 0.10124456878953851 0.020910175460327831 0.086955071516320509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 8 6 13 -3 -7 -4 -5 -6 -2 -13 -1
right_child=2 4 3 9 10 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.082258608752527759 -0.086637131971448442 0.043298499762007808 -0.017059064632820319 -0.082556172652585497 0.027919899599526066 -0.044290198424016408 0.089992780097981021 0.040521551436421305 0.087787890046846923 -0.020045806559429308 -0.089294336928603557 0.0082913018958191385 -0.078848043086733016 0.0042617743653341929
leaf_weight=1430.5858883708715 16055.08615045622 4540.1054449155927 617.32441827654839 1377.6251885890961 2684.6481056287885 1113.6482738256454 14987.089268282056 2760.6991253122687 1368.1133278906345 1995.4937520548701 228.62855780869722 963.61489213258028 3314.0474555790424 155.40649955719709
leaf_count=11133 116583 13086 2398 4998 5565 3395 33736 6752 2840 5735 447 3365 13270 518
internal_value=0 0.0553883 -0.0657204 -0.00824101 0.071293 -0.00997586 0.0791363 0.0161431 0.0551882 -0.0455758 0.0187211 -0.0808687 -0.0592185 -0.0737807
internal_weight=0 27900.8 25691.3 5358.56 22440.5 5460.34 19527.2 3874.35 1985.44 3373.12 2913.28 20332.7 4277.66 1585.99
internal_count=223821 74632 149189 15971 52834 21798 46822 10147 5238 10733 6012 133218 16635 11651
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=163 73 157 13 73 157 10 88 23 163 72 88 165 82
split_gain=11620.8 2599.29 1541.09 1191.79 1907.39 967.446 696.847 611.658 448.626 379.664 318.845 195.463 174.37 218.603
threshold=-0.092519561009657705 0.13566282318206122 -0.027578336818769623 -0.02489570281333062 0.15338482437628645 -0.20611952597365596 -0.26877031244770405 0.0035848434235513037 0.050764043722625184 -0.23791351445545275 1.0248136159082504 0.00249160471694382 0.068685433764896567 -0.074584009779305474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 -4 9 -1 -3 -9 -6 13 -5
right_child=3 7 6 12 11 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.088487678022115879 0.10417478038948923 0.057784938412795729 0.076156537527624982 0.13207371527448963 -0.020240455925076381 -0.0098372025547934193 -0.053062810911782977 -0.048487968249288471 0.050228318976877254 -0.016917900578270615 0.070015046547447793 -0.07750223948791235 -0.082566602128724617 -0.071467838293962804
leaf_weight=10709.210399836302 1108.8636153414845 1530.4220642596483 588.67917207628489 85.727573581039906 691.45287965610623 2263.5254644937813 1433.7909892722964 2996.1320267729461 4293.6313617601991 1224.8267236463726 245.66646444797516 4323.7144726626575 10597.695384953171 137.23240108042955
leaf_count=38245 3466 4015 2131 387 3118 12527 7465 8813 11934 3659 958 20517 105578 1008
internal_value=0 0.0465497 0.0664919 -0.0587949 -0.0305028 0.0276507 -0.015451 -0.0100653 0.0775383 0.0245763 -0.0395077 -0.0696074 -0.0807253 0.0067934
internal_weight=0 23022.4 17025.3 19208.2 8387.56 3372.39 2022.47 5997.05 15002.8 2755.25 3241.8 5015.17 10820.7 222.96
internal_count=223821 77220 59775 146601 39628 15993 9596 17445 50179 7674 9771 23635 106973 1395
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=94 193 64 180 61 63 190 118 122 189 70 6 176 39
split_gain=17424.9 2055.22 1948.71 921.745 603.585 502.122 487.154 482.396 443.611 212.335 172.057 279.644 129.939 64.0189
threshold=0.038478601904844562 0.22763438332129127 0.23795710093596326 37.070281124498003 0.033347571379300923 0.38789369118311584 -1.0000000180025095e-35 0.23318953665208123 -0.16394276607527727 25.500000000000004 0.33223812944722209 0.053262244382026792 -0.15834047107832153 33.175908658026188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 9 -3 6 -4 -6 -5 -2 13 -12 -7 -1
right_child=2 4 5 8 7 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.081421440827046596 0.055565971671979034 -0.066401402071451648 -0.019321320953492645 -0.056148802026917501 -0.029616314081900599 0.0052186694803896903 0.067179157039680984 0.035253838760576695 0.046541539653487486 -0.063702420148633532 0.20318529063011509 -0.049220865643828313 0.095779105875453796 0.35497962966857355
leaf_weight=16811.033478859812 165.68235749751329 1533.5543917864561 711.77365409582853 471.69397196918726 2088.8381620720029 161.42290841042995 7634.3759618625045 2540.6174318343401 3889.0292384549975 1506.8099089413881 46.349469035863876 828.58202256262302 8570.3498137444258 3.3621980994939795
leaf_count=152931 237 11050 1352 1235 8583 226 10085 8682 7576 5467 81 3806 12493 17
internal_value=0 -0.0617582 0.0600817 0.0112271 -0.0120278 0.0773409 0.0598023 0.00598404 0.0354337 -0.0518873 -0.0790845 -0.0358497 0.0941049 -0.0813342
internal_weight=0 23852.3 23111.1 6033.22 6163.01 17077.9 8346.15 4629.46 4360.72 1672.49 17689.3 874.931 8731.77 16814.4
internal_count=223821 185150 38671 14515 28315 24156 11437 17265 8811 5704 156835 3887 12719 152948
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=156 87 110 138 178 185 117 97 152 161 161 185 34 157
split_gain=2798.14 984.122 1049.24 623.193 559.469 523.247 519.13 405.989 354.184 239.428 237.683 136.148 110.491 108.135
threshold=2.6009057861623277 0.1396199445624797 0.31218126371299398 0.37608688107992855 -0.13488256368557658 0.11444112675629035 1.1519801617093497 0.56085525421659088 -0.54080460241535966 -0.098398512097319826 -0.20192053091382076 0.987866033712823 0.042721410929579401 -0.19359771742599177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 10 -4 -3 -6 12 -2 -11 -7 -12
right_child=5 4 6 -5 8 9 -8 -9 -10 11 13 -13 -14 -15
leaf_value=-0.0029129878696650688 0.018638600362015253 0.12870328996569178 0.085063632541525505 0.052535023365751388 0.23850970696300311 0.034343789437440347 0.025245867580815415 -0.055084707980251495 -0.037547250578276438 -0.034211522960064071 0.0039504239499711579 0.049611188983959519 0.15411881553433299 -0.073689306231764382
leaf_weight=6161.0109724365175 319.50325082615018 398.87322463095188 4799.6705861389637 3020.8517345413566 47.133061189204454 310.4174124635756 2079.3722685091197 172.03173817321658 3335.1377667337656 1303.2543624080718 186.95971057191491 227.61290200054646 102.43362124077976 4430.6734131388366
leaf_count=55498 3661 1013 10798 18080 164 1922 5929 602 21552 12627 1369 1153 507 88946
internal_value=0 0.0264515 0.0374528 0.0153295 -0.0182445 -0.0474717 0.0669821 0.0733221 -0.0337003 -0.00352228 -0.0647743 -0.0217486 0.0640615 -0.0705458
internal_weight=0 20014.1 16060.9 9181.86 3953.18 6880.85 6879.04 570.905 3382.27 1943.72 4937.14 1530.87 412.851 4617.63
internal_count=223821 113636 90305 73578 23331 110185 16727 1615 21716 16209 93976 13780 2429 90315
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=156 68 160 114 1 49 31 20 27 139 44 160 20 156
split_gain=6474.29 5980.7 1390.22 1141.83 1138.38 895.426 672.183 395.223 336.13 296.079 351.934 285.881 200.298 177.695
threshold=1.93922175984538 0.080804498710055059 -0.25035906390219992 8.0127927625199309 -0.039409017771533439 0.014775732733796796 0.3039964250862297 -0.042451395722985889 -0.079965007640764127 -0.012773875224152928 0.10838297365500903 -0.21519150200992929 0.1387045798037487 3.0434133600365345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 8 9 -4 -5 -6 -3 10 -1 -9 -11 -2
right_child=1 3 5 6 7 -7 -8 11 -10 12 -12 -13 -14 -15
leaf_value=0.074621121946785315 -0.056494119363432599 -0.022558874038342943 0.083394863249933573 -0.015555025284306443 -0.038836276487194524 0.033993073406678356 -0.065363576394492098 -0.071744379414811307 0.049584121591541915 -0.070196095077952048 -0.053831776427100297 0.038543854909467157 -0.040241831642645248 0.037994699962673295
leaf_weight=346.28419464081526 1024.3433768451214 885.87096486985683 13493.482373505831 6217.6560292243958 1520.4775931723416 5039.1492923125625 4801.9806029200554 264.20820090174675 2383.4598841145635 10340.100010659546 555.3626318089664 2128.3780032172799 2846.9726993516088 247.02516426891088
leaf_count=1602 7473 2536 56193 21173 5395 16032 25353 992 7514 59371 2069 6511 10458 1149
internal_value=0 0.0274457 0.0630226 -0.0218625 -0.0466858 0.0699622 -0.0372599 0.00103008 0.030036 -0.0599386 -0.00449848 0.026365 -0.0637292 -0.0381351
internal_weight=0 34093 19804 14289 18001.8 18532.6 11019.6 3913.06 3269.33 14088.7 901.647 2392.59 13187.1 1271.37
internal_count=223821 137423 80847 56576 86398 72225 46526 12898 10050 73500 3671 7503 69829 8622
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=52 197 42 124 106 173 160 109 156 115 173 181 157 22
split_gain=16722.9 3349.46 1504.63 1095.78 943.308 919.748 861.156 600.475 430.628 207.768 194.251 417.771 167.983 119.576
threshold=0.076402112492315447 0.043337705625759719 0.032934671638504186 -0.12092793693231157 0.2297211848185188 0.23717853768537858 -0.23415201511999448 -0.15741648803215952 2.0836274144409521 0.025268166675776332 0.25858794713148309 0.042917504443210922 -0.1645447651086003 0.074086962509235896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 12 9 -4 -2 -6 -1 -5 -12 -3 -7
right_child=1 4 6 10 8 13 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.08440459689154782 0.032135651157452566 -0.080939775356049001 -0.085469789845580735 -0.085166057839934611 -0.029790005428060054 -0.023149120497436157 0.075166416475104469 -0.065671622108097724 0.046661753468720486 -0.01856958077743728 0.051024675668739666 -0.072528704290218363 -0.035715485499370973 0.090661735337715821
leaf_weight=950.9246982857585 1508.5909377709031 1353.0659567266703 339.41766250133514 15842.820039916784 1104.0919457599521 106.21174959093332 19915.403396032751 1074.9854446649551 2214.5071388110518 966.66030933707952 328.88179330527782 1630.2165051586926 2090.0147042050958 705.59398972988129
leaf_count=8667 4561 5147 1686 124728 2598 268 47677 5065 4703 3573 1028 6906 5815 1399
internal_value=0 0.045004 0.0633076 -0.0724468 -0.0168184 -0.0134467 0.0724746 -0.00856041 0.0212264 -0.051217 -0.0814927 -0.0517873 -0.0534878 0.0757714
internal_weight=0 29600.1 22838.4 20531.3 6761.68 2729.39 20254.8 2583.58 3318.6 1917.59 17801.9 1959.1 3443.08 811.806
internal_count=223821 77252 58989 146569 18263 13907 49363 9626 7301 12240 132662 7934 10962 1667
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=166 73 157 73 157 94 157 130 117 157 91 6 11 73
split_gain=10430.1 2573.72 1143.64 1889.08 873.296 815.97 528.299 394.542 345.027 328.886 239.59 182.859 182.414 158.585
threshold=-0.10683773956240407 0.1010746346586754 -0.13152278155664596 0.18910803162195514 0.059421356971489675 0.019888418481477786 -0.20220798654418334 0.026004161010993069 2.0634175200613503 -0.24019761703292072 0.023004341946237617 0.13161140971464472 -0.19583421981314095 -0.23989847435101258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 6 -3 -1 -7 -2 -5 12 -4 -6
right_child=2 5 11 10 13 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.051597710762489452 0.093989138902028563 0.05360611489828674 0.12402611667544966 0.0060947279950575549 0.039147439714149856 -0.058238313105703182 -0.042164216082916227 0.084062523563695368 0.0073079785248754831 0.010006165689958997 -0.07690259075667305 -0.080356826830760453 -0.044218416447022429 -0.071940844740611104
leaf_weight=6615.9744989797473 1088.0112715177238 2349.3526561781764 73.778946828097105 394.895538456738 170.24697969481349 2701.3889015801251 763.07907401025295 8621.6539215147495 1142.8165722973645 816.03085434436798 2916.9049386866391 11304.978824090213 509.28732234984636 524.14326292648911
leaf_count=21666 3442 6235 347 1394 765 7717 2582 31077 3914 3116 15291 118725 4338 3212
internal_value=0 0.0428106 -0.0604123 -0.0213741 0.0649688 -0.00793596 0.030126 0.0699667 -0.0387525 0.0579959 -0.0670061 -0.0775402 -0.0229294 -0.0447048
internal_weight=0 22888.7 17103.9 5215.84 15932 6956.64 3112.43 15237.6 3844.21 1904.04 3311.8 11888 583.066 694.39
internal_count=223821 77168 146653 23243 56720 20448 8817 52743 11631 6558 16685 123410 4685 3977
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=94 136 193 189 195 94 181 136 192 158 19 99 70 158
split_gain=14465.3 1926.49 1657.36 755.367 678.824 541.747 523.17 474.132 404.151 296.055 210.703 168.511 90.5224 40.8453
threshold=0.032126859335940679 0.17344581441424956 0.24100877944521171 34.500000000000007 0.22361363844707632 0.091966338653090132 0.0033613336198387452 0.033050029782365126 23.520406152515019 -0.015302998685171267 -0.43100846974716339 0.49285055239258585 0.33223812944722209 -0.14084881839122629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 10 -5 6 -3 13 -9 -7 -2 12 -1 -4
right_child=1 5 7 4 -6 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.080830071474330384 0.13445441619948201 -0.061038652212765269 -0.082010733533564736 0.19486187051911244 0.017706677796869904 0.084080314024251757 0.050931278382079885 -0.013106268324082801 0.066388275771855784 0.026935803718069869 -0.057905788089974486 0.22485836813131221 -0.044893438596801512 -0.046651968329783612
leaf_weight=14812.792838137597 58.971355378627777 476.5689759850502 743.44976215064526 227.47088965773582 4403.0436820723116 12047.597152918577 3354.8758786693215 3290.4106523282826 793.83711248636246 980.39489057660103 1655.5111400410533 18.256816893815994 735.75672155246139 582.80617160722613
leaf_count=150993 136 1417 6109 307 10020 18281 4825 13624 2040 1606 6482 24 3748 4209
internal_value=0 0.0523825 -0.0622019 0.00541434 0.0264093 0.0700588 0.0370041 -0.0145242 0.00234473 0.07978 -0.0512894 -0.078773 -0.0791296 -0.0664728
internal_weight=0 23204.4 20977.3 6345 4630.51 16859.4 3831.44 5410.5 4084.25 13028 1714.48 15566.8 15548.5 1326.26
internal_count=223821 43074 180747 16945 10327 26129 6242 25982 15664 19887 6618 154765 154741 10318
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=13 159 133 193 182 106 192 182 109 0 47 35 98 118
split_gain=2505.24 946.601 728.687 595.236 519.104 473.701 347.019 345.24 239.4 230.535 182.509 508.352 150.328 110.852
threshold=0.10835195660303625 0.2904597157853725 0.053599993295993693 0.020910175460327831 1.1197233824635602 0.98855679250052031 18.610836570888363 0.10976288468581825 0.8450284997853742 4.6724976376480685 -0.092075169606142024 0.04901830191910727 0.021038536571220297 -0.27351358974820555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 -1 -6 10 -3 12 11 -2 -9 -11
right_child=7 4 3 -5 6 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.011062411365492752 -0.015936972665402057 -0.029039058821875047 0.074397135984285725 0.029405502471195756 0.20555796760342704 0.27719056090724858 0.02954308634711459 0.2021903429489291 0.11473002982847613 0.4416864588735111 -0.077298782210935182 0.76196649737674993 0.028533449053473055 -0.04306699155536526
leaf_weight=3438.0616825781763 74.117139922454953 4606.0653741043061 4528.4083185251802 8386.0051270145923 149.22771777957678 57.972055394202471 449.10313026793301 61.39007792621851 118.81023398414254 4.748275998979806 3467.4140144009143 9.4745338503271324 265.15948209911585 724.80965862050653
leaf_count=30531 1937 42195 23200 33043 495 133 2783 436 434 44 78447 218 1694 8231
internal_value=0 0.0223317 0.0342179 0.0451817 -0.0143113 -0.00628253 0.0734424 -0.05885 -0.0254239 -0.00865416 -0.0737788 0.072233 0.0611803 -0.039912
internal_weight=0 21733.7 16410.4 12914.4 5323.21 3496.03 598.331 4607.11 4724.88 1056.11 3551.01 83.5917 326.55 729.558
internal_count=223821 132814 86907 56243 45907 30664 3278 91007 42629 10405 80602 2155 2130 8275
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=157 154 156 55 12 156 121 14 14 171 180 193 182 151
split_gain=5620.18 5223.56 1371.3 1291.98 638.576 630 476.785 277.421 258.775 256.633 217.251 173.998 107.166 103.954
threshold=-0.1645447651086003 0.026720966912689933 1.5036090629283263 0.27436877640925511 2.2278771490049469 2.524022278184697 0.42122383188243873 -0.089829937577428062 -0.020947082954408319 0.58616152372117625 29.380856760374837 0.27949322706758239 0.42100502054803651 0.0054193540671497497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 8 4 -2 7 -4 13 -3 -5 -7 -9 -12 -1
right_child=1 2 6 9 -6 10 -8 11 -10 -11 12 -13 -14 -15
leaf_value=-0.076795054234513827 -0.044229449421176834 -0.03200978651750671 0.078335922822032111 -0.001111027482182003 0.014255355698708744 0.24894116774199859 0.0064000883425360186 0.010936418973265102 0.039194915250258672 -0.057693231000482105 0.018248286091921098 -0.062840556757571983 -0.049373303723104264 -0.054760477418875464
leaf_weight=6670.7239300832152 2239.0943272560835 1580.5287936627865 13696.029819145799 935.12309303507209 11231.931061558425 36.672962196171284 987.81762401759624 746.46067311614752 753.82286038994789 5613.5243732891977 982.17455374822021 559.108343757689 307.80826342105865 3153.1304331794381
leaf_count=48595 8038 5484 58414 3931 37147 184 2735 3809 2259 30313 4645 2036 1028 15203
internal_value=0 0.0214469 0.0621785 -0.013178 0.00453427 -0.0562024 0.0734966 -0.0639671 -0.00901594 -0.0496135 0.00893593 -0.0206585 0.00211281 -0.0697227
internal_weight=0 37037.9 17018.2 20019.7 13471 12456.1 14683.8 11129.4 2334.35 6548.65 1326.66 1305.57 1289.98 9823.85
internal_count=223821 148321 68892 79429 45185 75500 61149 69643 7743 34244 5857 5845 5673 63798
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=52 112 11 118 173 181 52 173 112 140 1 4 156 136
split_gain=14053.6 2859.96 997.525 995.454 959.105 1122.3 693.69 418.155 348.347 337.369 220.782 220.686 208.256 166.897
threshold=0.073129266947369154 -0.11167607756463881 -0.11182986236924253 -0.025735735046619225 0.25146576782313451 0.064857942748702754 0.34685855843969743 0.14587677815167394 -0.19991606550904317 -0.037860314263763177 -0.12463675137358778 -0.0024519470254989726 2.4041275783256273 -0.0090466036693062045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 7 8 10 -4 -3 11 -5 -6 -1 -2 -7
right_child=1 3 6 9 5 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.085156295315278033 -0.089458920649336859 -0.021337616656078442 0.039915076576379438 -0.018213395692412215 -0.090838229549984426 0.10804325869927436 0.077928097972916777 0.069340758273043021 -0.083600313114194538 -0.072297239703025054 0.082857863534208431 0.027262472689344532 0.00904839920925073 -0.073115306958301582
leaf_weight=275.48303667828441 484.2602980658412 756.66816779971123 7720.2295175492764 2810.4260310679674 79.565461412072182 52.621021412312984 12694.368804968894 1550.8418145999312 15217.153650082648 1956.1657789945602 911.64463798701763 476.94427301734686 385.43227027356625 1514.9107038006186
leaf_count=2796 2094 2860 19447 7566 276 143 32503 3489 131628 9011 2155 1736 1170 6947
internal_value=0 0.0407761 0.0590843 -0.0143088 -0.071209 -0.0143697 0.0635526 0.0396059 -0.0803161 -0.0404089 0.0689151 -0.0138969 -0.0458022 -0.0670339
internal_weight=0 28358.4 21284.3 7074.1 18528.3 2558.74 20414.6 2307.51 15969.6 4766.59 991.21 752.427 869.693 1567.53
internal_count=223821 78140 55214 22926 145681 9521 51950 6349 136160 16577 2431 4532 3264 7090
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=166 74 14 74 133 166 14 151 131 163 183 165 167 91
split_gain=8710.16 2166.22 988.106 1236 700.94 593.746 575.317 490.742 412.253 360.891 241.618 225.58 177.955 123.059
threshold=-0.10683773956240407 0.11207720284265237 -0.15249749830333262 0.24846552182645557 0.081261689865844089 -0.31084087868814486 -0.041184859731776345 0.037663713003393516 -0.23511177821984919 -0.23791351445545275 1.9857385921114521 0.11225262286351843 -0.14372811388546183 0.023004341946237617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 9 8 -7 -2 -1 -3 -6 12 -4 -5
right_child=2 4 11 13 10 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.01094247653909348 0.077393725258961488 0.06435452895183863 0.11031471028789691 -0.011137154653343887 -0.039850065245204083 0.054466871744067974 -0.01340142215713455 -0.021229365810555234 0.087606268512667285 -0.007735249194919633 0.055418666836858338 -0.077819471203197876 -0.039309986129626467 -0.078117736069225882
leaf_weight=781.09753206372261 1246.55340051651 1521.7942844256759 89.851052474230528 318.58547719940543 3866.1618815548718 5969.7240697667003 1579.506752487272 847.60970589518547 6876.9714758992195 1277.2874924838543 285.89846304059029 10525.947575168684 689.19917770847678 1972.9599510021508
leaf_count=2261 4103 4286 391 1387 11442 20590 6500 4415 27217 3771 1101 119181 5627 11549
internal_value=0 0.0390293 -0.0583463 -0.0180564 -0.0072173 0.0601683 0.040267 0.0374762 0.0797868 0.0314583 -0.0332901 -0.0739765 -0.0220532 -0.0688057
internal_weight=0 22158.4 15690.7 4385.71 6951.14 15207.3 7549.23 2094.16 7658.07 2799.08 4152.06 11305 779.05 2291.55
internal_count=223821 77168 146653 21454 20600 56568 27090 8518 29478 8057 12543 125199 6018 12936
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=94 63 193 190 19 195 192 103 195 82 176 121 0 1
split_gain=11915.1 1762.19 1607.16 1334.91 568.413 529.141 363.407 324.328 327.939 244.832 188.758 158.75 158.689 333.095
threshold=0.032126859335940679 0.24691435694197292 0.24100877944521171 0.060381848309164994 0.036356482540745853 0.22361363844707632 23.520406152515019 0.22421452944836254 0.46392359490563628 0.25138683722502592 -0.15834047107832153 -0.11420868889944084 0.74675832044116064 -0.059624419258612872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 5 -5 -2 9 8 -3 -4 -9 -8 13 -1
right_child=1 7 6 4 -6 -7 11 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.027041672932354984 0.090699951947123714 0.099860051823668236 -0.046361083519997633 0.058050368264716656 0.0019489698684253022 -0.057936777842760835 -0.039681036813803375 0.0072723832235979521 -0.01867298796676049 0.0019726052456129255 0.082427069936829134 0.0608598138321709 -0.078658426320933061 0.44764565313156157
leaf_weight=178.81339081004262 266.14545416459441 352.94913247227669 2416.6123325191438 5243.3334336392581 2754.8769931420684 2392.9778532236814 194.72683059796691 345.53716866672039 689.13655678927898 1850.5482580550015 10176.232479155064 811.59079376235604 13849.668364945799 16.114876464009285
leaf_count=1374 635 540 16597 8165 5511 9441 1320 490 1466 5875 16826 2190 153332 59
internal_value=0 0.0476541 -0.0597231 0.0183202 0.038727 -0.0430601 -0.012652 0.0746885 0.0214736 -0.0254001 0.079959 0.0414047 -0.0773974 0.0122011
internal_weight=0 22221.2 19318.1 10657.3 7998.21 2659.12 5273.48 11563.9 1042.09 4267.16 10521.8 1006.32 14044.6 194.928
internal_count=223821 43074 180747 23752 13676 10076 25982 19322 2006 22472 17316 3510 154765 1433
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=0 87 71 135 169 108 178 89 165 182 164 38 49 5
split_gain=2106.06 738.175 669.734 664.217 515.076 423.999 398.275 325.09 251.718 220.568 137.434 215.243 124.253 92.8168
threshold=4.7688573187567762 0.1396199445624797 0.065488769421650703 0.015126379298318988 0.13662672736561665 1.6055734975706708 -0.13488256368557658 0.38312381910309606 0.11225262286351843 1.1197233824635602 -0.20214347473587937 6.9482119694243982 -0.18723658731670909 -0.11052161309914374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 -5 -1 7 -3 -8 12 11 -2 -4 -12
right_child=2 6 9 4 -6 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.024217318343380947 -0.0087558379622316457 0.11443547160970574 0.092014619251434518 0.059420832906282084 0.010647899402294728 0.042236487566956006 0.097361663173888391 -0.041574317272142239 -0.036475705950206889 0.084057064428938622 0.015042998641125413 0.50871114116133898 -0.013905201009010626 -0.068842248960523558
leaf_weight=2602.0533083807677 265.91998977959156 382.56321721337736 118.31995456293225 8571.3458307106048 2897.1521952562034 1521.5494837258011 147.71301749721169 205.21540012769401 2888.6016616392881 309.65906465984881 136.26812992244959 8.2888396009802801 1731.631912810728 4117.9279849426821
leaf_count=35805 3979 861 591 29560 10976 10826 349 756 21020 1032 3050 17 12492 92507
internal_value=0 0.0252745 -0.0398791 0.0347237 0.0470999 0.00030317 -0.015379 0.0599666 -0.0299647 0.00594436 -0.0617324 0.00688626 -0.00713074 -0.0661553
internal_weight=0 19216.2 6688.02 15592.1 11468.5 4123.6 3624.09 587.779 3036.31 2159.61 4528.4 274.209 1849.95 4254.2
internal_count=223821 110153 113668 87167 40536 46631 22986 1617 21369 14115 99553 3996 13083 95557
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=19 156 68 156 115 13 106 48 151 181 13 67 151 66
split_gain=4967.89 2215.88 1474.1 1338.46 1481.12 923.469 594.931 541.766 422.102 371.355 363.433 281.083 226.315 173.766
threshold=0.019723165178382702 1.9223131901909207 0.040208117751069583 2.2238343936312814 0.34832552846924986 -0.0040231117005687543 0.22365120069018846 10.140525719056621 0.016913683740821032 0.40631790324583916 0.045444606878899459 0.12898125613320424 0.0893018720371581 5.9904392745945145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 10 7 8 -4 -5 -2 -3 12 -7 -1 -6
right_child=1 2 6 4 13 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.072079601957561884 -0.069516037454972743 0.07811180356489851 0.04117149813315827 0.04560168522315966 0.0066374857721673191 0.065623851318240806 -0.019110579010238198 -0.0066747182767957118 -0.010537031809464179 0.0090011717406563285 -0.004897058789807316 -0.027890587785206075 -0.033685216528668897 -0.069289260739600664
leaf_weight=7554.9098217226565 2346.4232466034591 10536.522185284644 3578.6759447902441 3330.8009290769696 331.90733381733298 1412.8359837085009 3017.6631442420185 4897.1547316201031 2513.1010380908847 839.44233728200197 1156.4259100183845 416.0833802446723 1926.7908779755235 3281.7956771403551
leaf_count=52636 12794 51281 11219 13009 1594 4725 11115 16967 9380 2706 4555 1148 8653 22039
internal_value=0 0.0329175 0.0512039 -0.0320781 -0.00895036 -0.0162196 0.0135939 0.0144876 -0.0390151 0.0730121 -0.0578224 0.0443491 -0.0642774 -0.0623156
internal_weight=0 24660.7 17972.3 22479.8 11841.7 6688.44 6596.34 8227.96 4859.52 11376 10638.1 1828.92 9481.7 3613.7
internal_count=223821 104368 76321 119453 53609 28047 22334 29976 22174 53987 65844 5873 61289 23633
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=124 66 52 42 118 124 14 115 181 157 115 173 197 77
split_gain=11932 2103.25 1707.34 727.329 702.278 589.638 458.503 434.102 324.529 276.755 224.687 186.887 252.09 119.447
threshold=-0.086115552337371185 5.2791571687278838 0.10232370099012816 0.019188317296586568 -0.025735735046619225 -0.20115716362899419 0.19742062428523224 0.092855984357077828 0.83235204066540835 -0.18543752578970774 0.064498140795197209 0.13662620216136898 0.018101960521959021 -0.35914641964089722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 13 10 8 -5 -7 -3 -6 -4 -2 -13 -1
right_child=2 5 4 6 9 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.17214937109296335 -0.084490160815412441 0.074304321081376107 -0.061725295452552953 -0.026088340347634409 -0.075804294951944629 -0.018440900545531904 0.040486848505146784 0.048443968798723924 -0.056750559439318851 -0.017825824649964295 0.057762946080347155 -0.0057041810021055961 -0.073911924733919485 -0.067253135465336136
leaf_weight=21.109330683946609 11747.359769880772 12466.879856903106 177.89427291601896 1730.9800199195743 1197.3245698697865 1260.8596362285316 2570.8829025663435 4211.8072097674012 191.8578380048275 2635.6256732642651 1364.1352702379227 741.5084838680923 2012.5345160290599 1639.8158642090857
leaf_count=52 115081 34712 855 5352 5711 5864 6564 10104 327 7605 3234 3337 10386 14637
internal_value=0 0.0435175 -0.0611502 -0.00800301 -0.01301 0.0604609 0.0136984 0.0330342 0.072318 -0.035937 0.0439783 -0.0789935 -0.0555474 -0.0642105
internal_weight=0 24094.2 19876.4 5962.79 5374.98 18131.4 4301.86 5472.67 12658.7 3832.95 1542.03 14501.4 2754.04 1660.93
internal_count=223821 77612 146209 26605 17405 51007 11916 15968 35039 13316 4089 128804 13723 14689
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=166 73 139 73 137 166 26 130 1 20 91 167 167 165
split_gain=7301.2 1811.75 946.68 960.379 618.501 492.018 536.594 477.617 467.353 422.332 283.096 112.228 100.559 78.3824
threshold=-0.10683773956240407 0.078001642169684623 -0.0095265263343798316 0.22383127370991859 0.068404308403629668 -0.31084087868814486 -0.051980211867187744 -0.23343554010722936 -0.14684647890108668 0.047405139540955689 0.0165394082876393 -0.2894493624514422 -0.17615124740756091 0.16221844025872115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 9 8 7 -7 -1 -3 -4 -6 -5 13 -2
right_child=2 4 3 11 10 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0012159644058810828 0.1327064784940116 0.044916193402477329 0.041417468716318871 0.078026321813925992 0.016095381178021489 -0.014423283387480321 0.052134111577787814 0.083907729283668728 -0.032219305897118689 -0.028974005457511765 -0.052232785633759493 -0.070546712363003403 -0.080972050025769668 -0.058476631375541981
leaf_weight=784.7408849298954 38.907341089099646 2692.8261787332594 1813.870599526912 51.687304880470037 790.51480717584491 1547.6918955780566 5573.0984988883138 6354.4309571832418 1108.9587098658085 1607.8934320248663 2603.0125536061823 3108.4916170034558 7772.5312481503934 47.77933706343174
leaf_count=2277 188 7948 7458 197 1989 6629 19382 26644 3768 14750 8531 21439 102242 379
internal_value=0 0.0356252 -0.0563466 -0.0283688 -0.00528363 0.056267 0.037668 0.0748182 0.0224162 0.00834038 -0.0363159 -0.0681167 -0.0797775 0.0273316
internal_weight=0 21455.3 14441.2 6581.94 7195.31 14260 7120.79 7139.17 3801.78 3421.76 3393.53 3160.18 7859.22 86.6867
internal_count=223821 77168 146653 43844 22236 54932 26011 28921 11716 22208 10520 21636 102809 567
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=94 97 181 180 126 195 136 118 180 169 126 106 0 20
split_gain=9901.17 1639.74 1554.16 782.853 538.693 536.624 456.795 382.776 253.461 237.209 228.478 168.341 115.802 40.8738
threshold=0.032126859335940679 0.34381976224460609 0.21052450418887816 38.089022757697464 0.95704030644907256 0.24721940547397178 0.033050029782365126 0.1847216550615127 36.802543507362792 5.2927069280431551 0.9038645710677421 -0.22951588675943632 0.87014065352892989 -0.48645484856395621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 10 8 -5 13 -8 -3 12 -2 -6 -1 -4
right_child=1 4 6 5 11 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0046960722876694698 -0.0682319148994288 0.043423829107496488 0.079338760378437623 0.15012984819622729 0.056285267107542572 0.022486467320600747 -0.034311241582175814 0.026949584062226042 0.080313872589905383 0.5452155833388036 -0.01000927131048264 -0.016706757257653283 -0.078684874579287634 -0.067908960470099741
leaf_weight=215.29943981021643 1165.6949656307697 2331.2354212924838 19.138213355094194 351.65478007495403 474.28221330046654 5195.4570015259087 1698.2225890606642 2553.6926127523184 9262.6878302395344 6.1223496273159972 1597.9029574543238 946.56043080985546 12103.864351570606 1258.6359681449831
leaf_count=1878 5656 4226 112 476 754 10854 7889 9245 15291 21 4182 1635 150824 10778
internal_value=0 0.0436157 -0.057321 0.00891499 0.0657741 0.0305783 -0.0132741 0.0024819 0.0728962 -0.0770825 -0.0345678 0.00765823 -0.0773918 -0.0657035
internal_weight=0 21325.5 17855 8310.71 13014.8 5547.11 5529.69 4251.92 11593.9 12325.3 2763.6 1420.84 12319.2 1277.77
internal_count=223821 43074 180747 21168 21906 11330 28024 17134 19517 152723 9838 2389 152702 10890
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=139 128 166 197 114 21 65 8 32 49 95 110 188 46
split_gain=2062.41 661.039 650.193 526.123 452.726 279.938 263.644 261.553 198.595 196.898 196.886 358.679 181.536 137.837
threshold=-0.031984327921221266 0.5379086592369805 -0.049960252620787425 0.019260210919830975 4.0118673883505584 0.46566236353810481 0.0038212167911724289 -0.032332037055216735 0.0042524538004893647 2.0171679819840991 -0.16379719382484884 -0.37201989370715127 0.75390982631653314 -0.12604055858457849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 -2 -4 -3 8 -5 -8 11 -1 -9 -12
right_child=1 6 5 7 -6 -7 9 12 -10 -11 13 -13 -14 -15
leaf_value=-0.086644536530818855 -0.019871863762621001 -0.050519377032094442 -0.0036283848298880013 -0.05296284222812802 0.035749914736484215 -0.070358456100873587 0.085829423709063254 -0.037944420037278319 0.161916106242081 0.34316847744159507 0.18245667257420389 0.45179021795146473 0.036874249166285768 -0.076541944851488394
leaf_weight=32.107065480202436 1670.9718263782561 143.93247304856777 4153.978304984048 60.497319765388966 11776.6454608161 740.77309961058199 1717.2676038257778 1259.2835238166153 148.80607181414962 30.256283260881901 20.680838022381067 20.128052359446883 436.77813237532973 3200.5323208328336
leaf_count=599 16473 1728 27475 1231 60720 8886 4427 15388 1147 82 421 94 2018 83132
internal_value=0 0.0232838 0.0174796 -0.0474388 0.0288385 -0.0137273 0.0795703 -0.00566134 0.0998072 0.0902849 -0.0717561 0.120834 -0.0186767 -0.0748791
internal_weight=0 20233.8 18342.4 5178.81 13447.6 4894.75 1891.46 1905.37 209.303 1747.52 3273.45 52.2351 1696.06 3221.21
internal_count=223821 119791 113554 104030 77193 36361 6237 19784 2378 4509 84246 693 17406 83553
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=157 154 115 156 166 156 184 13 13 151 193 192 151 185
split_gain=4141.59 3496.76 1299.74 1020.45 666.932 390.892 347.969 295.71 222.112 239.642 124.176 102.767 79.5626 72.5424
threshold=-0.1893053302541601 0.032251732084323761 0.36631725453808855 1.6284613420001526 -0.18826038987840424 2.6259832656886877 0.62917468324154624 -0.016406467484638278 -0.11763164915048754 -0.15102396818811265 0.013543748393972448 13.724071796731311 -0.002663931899223235 -0.060774874659298851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 8 -5 -3 12 -10 -4 -7 -1 -13
right_child=1 3 10 6 -6 11 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.074144262973369013 -0.063317900386081136 -0.023072246243941986 -0.065973208927383717 0.0685448515116093 0.011761442073895956 0.15537254720708196 -0.0073294999748411849 0.051547760747976817 -0.048634622989704945 0.058475082959968672 -0.033071477748813992 0.066802594049100758 -0.052973692197597816 -0.012845851894531952
leaf_weight=5309.6816146411002 1300.8056412190199 1959.9750260449946 3213.5370241254568 12353.287399627268 13081.127406258136 44.459029659628868 635.53157959878445 728.4578594788909 713.05760855972767 295.42682248353958 1783.8534135706723 135.34787221252918 2666.766675747931 737.09101119637489
leaf_count=45969 7583 7615 23415 58658 43644 200 1636 2432 4214 1092 8643 688 14740 3292
internal_value=0 0.0181111 -0.0102952 0.0532252 0.00497073 -0.0551286 0.0648324 -0.00285321 -0.0614757 -0.0172578 -0.0542287 0.00706811 -0.0670663 -0.000489402
internal_weight=0 35056.6 19379.3 15677.3 14381.9 9901.83 12988.8 2688.43 8984.93 1008.48 4997.39 916.898 7976.45 872.439
internal_count=223821 153626 83285 70341 51227 70195 60294 10047 66015 5306 32058 4180 60709 3980
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=125 68 68 194 123 166 194 123 176 1 11 77 77 169
split_gain=9951.5 1906.05 1153.11 1232.68 976.017 601.597 350.055 349.552 309.888 183.369 118.987 67.8918 52.8463 55.4449
threshold=-0.076246119524692471 0.022435559024600139 0.040208117751069583 0.018101960521958966 301.50000000000006 -0.10279249656271604 0.21694296393247761 317.50000000000006 0.2015762581424346 -0.083899126147746222 0.11505478584350753 -0.35914641964089722 -0.15147877634539514 0.17230355927309224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 12 8 6 -6 -3 10 -4 -5 -1 -9 13 -2
right_child=2 4 3 9 5 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.013567987924515633 -0.076442408263773257 0.070116674322848238 -0.012502744973651315 -0.074957019854296147 -0.068548708032914393 0.029727230712214382 0.0019897514152169989 0.16469308707447317 0.062138130151979325 -0.037074495015780549 0.073034740215258173 -0.07358719589047974 -0.08372061486053245 0.11665991037595931
leaf_weight=777.20282811671495 33.08730586245656 11767.124739479274 974.36142217740417 2897.5759556852281 676.46612133830786 7864.8204488418996 805.87483155727386 12.04812967777252 1296.1497688367963 2285.688737154007 199.33912656456232 1589.8622417189181 10064.734489381313 27.005023792386055
leaf_count=3261 272 34600 4357 15500 2736 21477 1608 24 3537 9579 820 16276 109715 59
internal_value=0 0.0381175 -0.0611869 -0.0313366 0.0480293 0.0219438 0.06575 -0.0430474 0.0301069 -0.0582518 0.00411002 -0.0717951 -0.0831624 0.0103363
internal_weight=0 23692.7 17578.6 7453.78 21114.3 8541.29 12573 2578.45 2270.51 5183.26 976.542 1601.91 10124.8 60.0923
internal_count=223821 80802 143019 32973 60421 24213 36208 20381 7894 25079 4081 16300 110046 331
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=11 74 157 157 73 145 157 0 115 114 3 74 68 73
split_gain=5738.47 1513.38 1263.16 958.891 1259.75 554.752 507.624 318.242 290.777 222.642 140.705 125.877 72.7406 81.931
threshold=-0.054814842727051109 0.10811695400112141 0.076014181898170718 -0.14571727980732896 0.20023070985155864 -0.21812282324964566 -0.32298191837213758 2.1158245733434686 0.048954036612832409 4.4216357812855138 13.214992317321224 -0.22569412274543549 2.3120987714422427 -0.098806257464092065
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 -2 -7 -6 -4 -5 -14
right_child=3 5 11 12 10 9 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.08189094023606748 0.084431926048736505 -0.015627161053855986 0.010951995450317609 -0.077743967228281044 0.029053266222740317 0.021015402702065075 0.041402269067080139 0.0478772549960301 -0.0053637247198682729 -0.047020096946233873 -0.068964807829633268 -0.075673080002052487 0.14974649842608601 -0.041325837696513157
leaf_weight=4600.1615376472473 1024.9676390625536 1388.7969727627933 208.96279521286488 7964.1674091108143 156.85893456637859 569.46803336963058 9473.3845278806984 1827.5916123688221 556.36953191459179 3095.7619966641068 2207.5779189933091 850.52760619670153 26.202142763882875 156.36157146841288
leaf_count=19437 3405 3719 1586 109575 550 1923 36637 5259 1976 13375 14563 10336 220 1260
internal_value=0 0.0290288 0.0467096 -0.0567158 -0.0162534 -0.00985209 0.0546366 0.0204568 0.0528387 -0.0364494 -0.0624622 -0.0585881 -0.0763133 -0.0139025
internal_weight=0 22014.7 15133 12092.5 3945.77 6881.62 14073.5 3216.39 1581.34 3665.23 2364.44 1059.49 8146.73 182.564
internal_count=223821 92272 67996 131549 20494 24276 56074 8978 5381 15298 15113 11922 111055 1480
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=103 60 190 94 184 195 115 173 156 190 192 111 169 136
split_gain=8415.49 1865.23 929.8 898.442 488.05 410.838 409.231 329.3 291.372 287.792 188.495 188.419 182.37 134.537
threshold=0.22421452944836254 0.17876766272583086 0.17109930862173453 0.031085153667805482 0.21052450418887902 0.21459582336830788 -0.039185848524516724 -0.12380894888600173 1.3014031936661132 0.03838764590009687 31.394022321154981 0.48047249710719303 2.6134189965103141 0.1153547993273676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 12 -5 -4 11 -9 -7 -6 -3 -1 -2
right_child=1 7 6 5 10 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.078856207385417224 -0.067447632318661022 -0.056846627270449181 -0.039499064854615046 0.18932557152636786 -0.041004945859526382 -0.066966411911853083 0.037944514145499535 0.076961047974139427 0.04096218873112132 -0.00080222115941291699 0.037782031133780591 0.041086943881977124 0.27455871052396974 -0.020896443723058003
leaf_weight=10050.757150232792 1483.2292267419398 324.12077965214849 808.97455297410488 98.968853540718555 2498.3742546215653 875.17003838717937 4358.7836603820324 8946.425593610853 3003.116853363812 2642.0192522183061 345.6774690374732 498.75659181922674 14.622267398983238 1067.7884379811585
leaf_count=143519 9524 852 2745 211 18080 5493 8489 16427 5646 7160 1833 766 62 3014
internal_value=0 0.0402462 0.0014361 -0.0556667 -0.0680073 -0.0116115 0.0258213 0.0637004 0.0679139 -0.0172656 -0.0314289 0.00251217 -0.0783428 -0.0479625
internal_weight=0 20491.2 7718.78 16525.6 12909.4 3616.16 5167.76 12772.4 11949.5 3517.19 2844.05 822.877 10065.4 2551.02
internal_count=223821 47463 23772 176358 163494 12864 11234 23691 22073 12653 19913 1618 143581 12538
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=139 131 197 166 8 158 8 35 53 32 55 149 89 73
split_gain=1759.04 528.953 498.205 451.281 531.154 447.958 209.905 181.089 155.974 139.413 132.294 232.525 131.357 126.661
threshold=-0.031984327921221266 0.76768599227629675 0.019260210919830975 -0.14309756502192886 -0.19992108658145333 -0.35490932657509483 -0.032332037055216735 0.10207309218206999 0.90295243677515569 0.0042524538004893647 -0.20672282285230684 -0.66997693172091033 -0.16556869255975862 1.15280691547585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 -2 -5 9 -8 13 -4 11 -1 -12 -3
right_child=1 8 6 5 -6 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=1.4089898123263134 0.0052235384431608342 0.096749813638658783 -0.050004789751524628 0.043526548031722151 0.049622456708696389 -0.012480650905171234 -0.064285731974648638 0.006164072991254114 0.28743433114528294 0.13225906023958781 0.066370710372090247 0.067644759106765692 -0.076200091046011137 -0.039644000460717359
leaf_weight=1.3397345282137383 4555.0546241346747 854.13651979155838 56.079124495387077 1855.5780029017478 6596.6366131100804 6198.4849226307124 543.56547486782074 1109.840058716014 40.050273664295673 166.76124684512615 66.118313570506871 36.560540182515979 2858.8408685745671 73.982626195997
leaf_count=12 32760 2130 1231 7768 31575 45271 7385 10021 65 1147 1158 1128 81948 222
internal_value=0 0.0220957 -0.0450384 0.0184601 0.0314871 0.000422865 -0.00471735 -0.0169967 0.0942153 0.0863913 -0.070572 0.11506 -0.0729773 0.0858775
internal_weight=0 20173.9 4839.11 19205.8 11151.7 8054.06 1876.25 1653.41 968.169 222.84 2962.86 37.9003 2924.96 928.119
internal_count=223821 119791 104030 117374 64335 53039 19784 17406 2417 2378 84246 1140 83106 2352
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=19 157 67 157 67 157 138 128 25 157 34 14 129 79
split_gain=3489.36 1899.35 946.183 877.651 677.761 595.556 454.612 369.755 180.417 143.462 181.45 77.8014 117.897 59.2677
threshold=0.0094673521324329483 -0.24415972416436807 0.055226035144681572 -0.2182761810399291 0.30251538804396788 0.0149065268902003 0.30119467020644297 -0.21006465809452898 0.0156150155577768 -0.33045230376015794 -0.13337529250419908 -0.068187791869491518 1.0118840947129288 -0.074793082414454662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 11 6 -3 -5 -4 -6 -2 -11 13 -13 -1
right_child=1 2 7 4 8 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.1492150202016877 -0.065462581847256868 0.025281338565464259 -0.026565900979940472 0.0079240433610562998 0.29523259395868945 0.069153743486004463 -0.042356533972848116 0.024141078428333244 -0.051750326304112852 0.098316890996174633 -0.033517714391895222 0.30656422836236769 -0.027819309307558326 -0.068753439255387516
leaf_weight=12.50798738747835 1774.7004785090685 4715.8421436473727 2103.508116543293 8251.8699753656983 15.038965843617914 8997.6189705133438 2299.2552183307707 4545.8161448575556 4190.3059136196971 116.97500575333834 971.08732755854726 10.944337353110312 288.35548247769475 4691.4843836836517
leaf_count=142 10985 18625 8057 31767 98 48735 11791 14802 27781 576 6079 59 1658 42666
internal_value=0 0.0283342 0.0390566 -0.0288347 -0.0165629 0.0540667 -0.00303288 0.00809997 -0.0505095 -0.0479343 -0.0193445 -0.0650284 -0.0155921 -0.0681739
internal_weight=0 23225.5 20362.8 19759.8 14756.5 13713.5 10551.1 6649.32 4205.34 2862.76 1088.06 5003.29 299.3 4703.99
internal_count=223821 107859 90219 115962 71437 67360 43558 22859 27879 17640 6655 44525 1717 42808
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=34 118 127 176 129 154 34 14 12 129 51 180 120 180
split_gain=8619.42 1808.09 1002.96 875.367 845.068 637.712 475.019 452.054 350.575 276.791 158.417 136.886 123.793 74.3946
threshold=0.064919788309363222 -0.033500110370703946 -0.23428287168710102 0.19572117879672504 1.0164217187745088 -0.13451837735778016 0.30620988066438315 -0.10004559465539202 2.5665018130928754 1.0170086512023868 178.0351227222755 37.644578313253014 0.41553779876867869 36.455823293172692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 10 7 -4 9 -5 -3 -2 -1 -12 -8 -6
right_child=1 2 5 4 13 -7 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.082038871709073091 0.048500071582045612 -0.029329150109271486 0.0066057659462760935 -0.072355846139439975 -0.026464564756158174 -0.049979085367418095 0.029348766892196617 0.060738970089125245 0.056991904166986379 -0.0070536162623580749 0.023013538086585496 -0.083586923553863032 0.078774495640704975 -0.081554637123896323
leaf_weight=10644.320966996253 3532.9898807220161 542.58428893983364 5260.2945669107139 322.45686099678278 303.27594068646431 3205.3367810472846 547.85956456512213 1223.3584129959345 3540.7105734907091 1201.9957169517875 274.12989914789796 214.88632342219353 6752.6611343100667 1278.5187493301928
leaf_count=125750 10347 1606 14901 1938 1488 14239 1674 3754 11303 4061 1838 1720 21872 7330
internal_value=0 0.0313741 0.00481529 -0.0663506 -0.0196064 -0.0148189 0.0590659 0.0329754 0.0455216 0.0343975 -0.0794821 -0.0238295 0.0750654 -0.0709923
internal_weight=0 24584.4 12548.9 14260.9 3127.61 8465.63 12035.5 1545.82 4083.29 4734.99 11133.3 489.016 7300.52 1581.79
internal_count=223821 80003 42049 143818 14510 29140 37954 5692 12909 14408 129308 3558 23546 8818
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=167 74 13 73 156 159 127 145 91 106 13 156 159 68
split_gain=5160.07 1229.94 998.807 1121.98 594.907 520.127 385.274 308.049 275.748 237.711 212.587 190.346 86.9365 122.87
threshold=-0.10745845962252237 0.065150625664596382 -0.083804005089866726 0.044810453240798021 2.7306371786048507 0.096923912367575096 -0.062868241576955433 -0.25710072507844245 0.029297788556091539 -0.23417999975344936 -0.16267489684162298 2.9830270201788287 0.099838141032228711 2.3120987714422427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 6 9 -1 -7 -5 -3 -6 -2 13 -4
right_child=2 5 12 8 10 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.025673739177705126 0.069266896048665622 -0.029039661880953496 -0.049884611026869329 -0.0041661816770533731 0.028894546005405961 0.010245582961402858 0.067510323104770439 -0.03989622878834749 -0.067530360466589723 0.053599527141158433 -0.050378104795889327 -0.01890352504383766 -0.07831639945730845 0.13632165968044843
leaf_weight=2998.1623847074807 1273.314619474113 431.15957660600543 510.7543117813766 954.79695729538798 630.83693934231997 2024.1249658949673 8280.7223814986646 3104.3576211482286 2446.7499898411334 1806.3953371047974 729.48118173331022 303.1402745693922 6905.6463744957 38.079091191291809
leaf_count=10870 4997 958 5811 3885 2430 5615 36208 12100 17641 5703 5034 2202 110164 203
internal_value=0 0.0299258 -0.0521097 -0.0174246 0.0488548 -0.00255397 0.0563893 -0.0201061 -0.0497444 0.0376756 -0.013616 0.0523124 -0.0752719 -0.0369653
internal_weight=0 20005.2 12432.5 4978 12639.2 7366.04 11278.9 5128.48 3401.55 2237.55 1360.32 1576.45 7454.48 548.833
internal_count=223821 78918 144903 28725 54542 24376 47078 17715 21526 6661 7464 7199 116178 6014
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=64 132 193 102 181 78 8 180 136 118 14 102 64 2
split_gain=6855.21 1348.57 792.703 536.972 484.81 440.58 422.656 392.935 363.337 347.067 326.051 182.204 91.4253 88.2669
threshold=0.11274668845010979 0.19541517387640492 0.22083309754482908 0.42506722078885345 0.017136762841522428 0.06985818672232956 -0.070473963996426872 37.200133868808571 0.15362326539677404 0.3709353008929594 -0.025014959268069691 0.39700684968577732 0.77805916056380731 -0.050322448038366711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 12 -1 13 -7 -6 -3 -5 -8 -2 -4
right_child=1 3 6 10 8 7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.078545924082580154 -0.068589274191279706 -0.015528274042960583 -0.071742621961741845 0.071655673494903913 -0.026774473316591288 -0.077340054075787187 -0.0071290974168042648 0.012099390959012305 0.02487179907894143 0.060088581986351475 0.015327785480837236 0.055829932127981756 0.037792744885426395 -0.0057461147659209006
leaf_weight=8965.2024438343942 989.54368413984776 1569.0817567072809 989.96812561899424 8800.0652454271913 1815.6597989797592 866.60796552151442 1240.5966125950217 1133.9302725270391 5453.7920796610415 989.92487847432494 1163.5037074498832 730.2269075922668 87.96631146967411 254.81771380081773
leaf_count=139350 5940 5130 8730 17394 7002 6492 7528 4973 13518 2157 2109 1567 212 1719
internal_value=0 0.0338298 -0.0562744 0.0545835 0.00269376 -0.0690773 -0.0126144 -0.0266447 0.0119723 0.0137233 0.0650779 0.0161984 -0.0599044 -0.0582326
internal_weight=0 20869.5 14181.4 12522.6 8346.96 10965.7 3215.61 2000.54 7269.45 2559.01 9963.57 1970.82 1077.51 1244.79
internal_count=223821 53462 170359 26790 26672 150815 19544 11465 20520 7287 19503 9095 6152 10449
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=12 131 10 182 130 182 73 129 87 10 196 156 140 88
split_gain=1469.66 433.265 461.074 426.103 356.404 303.6 276.741 336.379 161.583 154.841 102.906 87.5264 62.78 61.6137
threshold=3.5548269272931194 0.47095107146856957 -0.017860645585767713 0.702982456348625 0.026004161010993069 0.89712268649149995 0.84277765377767488 1.0239149164403389 0.0586045184942681 -0.028673706394103163 2.1074550993520957 3.8601780224952709 0.084449993521947972 0.054349110394169384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 -4 7 -3 -8 10 -2 13 -11 -5
right_child=3 6 5 11 -6 -7 8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.044836312002967456 -0.023273327991707723 0.078263930641026297 -0.026957555428262933 0.071251752298675572 0.010569476044570942 0.034927217956841498 0.075644705874919158 -0.091119596844101078 -0.040206642664875961 -0.072078605039412463 0.38385552617415342 -0.024403153863974684 -0.025540861756080765 -0.069920510872440472
leaf_weight=5058.8493958339095 970.31123254075646 2360.0174552146345 3496.8764206208289 391.41059405915439 7587.9091713866219 1025.1501025166363 169.55265106633306 123.37172779254615 415.21467484347522 2541.29408906959 6.2483571134507647 172.24743060581386 327.19707962777466 33.566971752792597
leaf_count=32229 16077 7360 33243 1293 45499 4396 270 1102 1943 75717 14 1283 3132 263
internal_value=0 0.0206628 0.0144774 -0.0428554 0.0242766 -0.0129282 0.0552755 0.0698492 -0.00661567 -0.0550614 -0.0206684 0.0357291 -0.0667702 0.0601012
internal_weight=0 20236.9 17168.8 4442.28 12646.8 4522.03 3068.16 2483.39 584.767 3845.05 976.56 597.225 2868.49 424.978
internal_count=223821 126042 115367 97779 77728 37639 10675 8462 2213 94940 16091 2839 78849 1556
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=157 154 115 167 25 190 157 160 191 172 48 16 157 165
split_gain=2926.82 2442.21 1054.28 753.241 536.784 339.54 268.33 205.11 194.427 151.23 55.7204 50.4551 45.319 69.1732
threshold=-0.1893053302541601 0.10449284979725358 0.34832552846924986 -0.18594564651509574 0.54198119351457563 0.32570117955439043 -0.34683522364676694 -0.24627426133814273 0.019617464257538412 1.5648454518120407 15.813313911598835 -0.51047891160761127 -0.44576641754345864 0.50954064106306329
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 12 11 -9 -4 -6 -8 -1 -14
right_child=1 4 9 -5 10 -7 7 8 -10 -11 -12 -13 13 -15
leaf_value=-0.081380259053153103 -0.055547668435247756 0.06347833688310818 -0.012205308035248446 0.01478134588557331 -0.067381082132803374 0.0086812231412638757 0.17197748626665069 0.015252168140039138 -0.036811460705458363 -0.055627615252192154 0.024612183193105586 -0.064771164243393617 -0.067991592444312021 -0.017278274821753807
leaf_weight=1818.1834970116615 1699.5396310798824 9785.2745629362762 1024.6716684140265 14650.546982068568 391.4077660292387 1278.516498375684 9.0519735775887948 1055.7353723458946 2237.3650655020028 3692.0985101461411 79.157563384622335 1624.7278142645955 1561.3041836507618 324.94077571108937
leaf_count=14263 9827 52907 4882 51398 1579 3928 67 6149 12278 28840 265 19677 15842 1919
internal_value=0 0.0157076 -0.00454457 0.00747087 0.0526971 0.0571461 -0.0497806 -0.0344918 -0.0201204 -0.0461945 -0.0519062 -0.0634595 -0.0701145 -0.0592553
internal_weight=0 32601.2 21066.9 16350.1 11534.4 11063.8 8631.31 4926.88 3293.1 4716.77 470.565 1633.78 3704.43 1886.24
internal_count=223821 153626 94947 61225 58679 56835 70195 38171 18427 33722 1844 19744 32024 17761
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=34 193 115 173 194 106 67 181 189 116 39 113 41 190
split_gain=7335.5 1797.38 1117.16 889.977 862.46 615.897 598.15 302.756 248.684 218.265 182.471 154.659 141.891 50.145
threshold=0.058754620632498041 0.028323360005451024 0.24485688963947677 0.23049129971292759 0.040638418996547639 0.22365120069018846 0.06823018508324212 0.97028601443291029 35.500000000000007 0.23217066483330737 33.175908658026188 -0.18515676576678738 0.025998052137488056 0.12961426408166288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 11 8 9 -2 -7 -5 -3 -4 12 -1 -6
right_child=1 5 10 4 13 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.059389964383947669 -0.018222528556108029 -0.073955481374412213 0.071734347903876325 0.087124404239741798 -0.012689343027788364 0.022650291161033384 0.040145685068089743 -0.063025764163755299 -0.011476413334868894 -0.022429430738516099 -0.23559383424073499 -0.080522578534207731 0.063508906154639208 -0.07792996350714243
leaf_weight=285.8236779011786 2790.8322630599141 1411.763969220221 8725.2999613210559 737.771961979568 133.39558527618647 3773.3890557438135 4733.7614357508719 463.06866824999452 391.54429715126753 1968.3147572427988 19.362020760774612 10117.653168430552 139.93371120840311 1008.5034893639386
leaf_count=2902 13477 7485 31265 2019 655 10110 12542 1114 1488 5762 24 127943 481 6554
internal_value=0 0.027977 0.0467462 -0.0658067 -0.00902641 -0.0121148 0.0184972 0.0132854 0.0529386 -0.0439504 0.0710539 -0.0780381 -0.0189968 -0.0703086
internal_weight=0 23885.8 16269.3 12814.6 2271.22 7616.54 7524.59 4236.46 1129.32 3380.08 8744.66 10543.4 425.757 1141.9
internal_count=223821 81779 57308 142042 10716 24471 26019 11224 3507 13247 31289 131326 3383 7209
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=160 166 114 134 83 13 94 173 127 67 151 164 159 68
split_gain=4559.81 1067.02 700.733 666.677 499.409 459.189 467.772 415.817 279.566 260.654 166.45 122.327 95.1744 66.9885
threshold=-0.042045494585025302 -0.27262037111638848 4.0835013279970687 0.056954186033744726 0.10478166284301528 -0.10256023442792397 0.033172503910495969 -0.05893119652923199 -0.24880691580973471 1.4318927958934748 0.19027838732675542 -0.22705516409218199 2.5094586924547815 2.3120987714422427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 8 -4 6 9 -5 -1 -2 -3 -7 -8 -13
right_child=5 2 4 7 -6 11 12 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.018284037225816039 -0.0038637316368973552 0.076227624245766706 0.0091528507793630989 0.03407071453834714 -0.039153925513993292 0.067913495786196793 -0.070368162771958523 -0.037101010553976049 0.067230487304126882 0.12454749419191453 -0.0080213150584593929 -0.079265516342214959 0.049129032551820842 -0.018735420431086339
leaf_weight=404.3818651586771 1310.8915867563337 1331.3763510584831 5347.2552288323641 2496.8887484259903 3568.253550324589 58.496368274092674 1604.2646883223206 1222.9643499106169 7001.0197810530663 179.74770123511553 284.64274160191417 5898.4976717364043 69.539778729900718 188.68272698670626
leaf_count=1337 6269 5181 28103 8423 14775 277 13771 3297 32225 681 1580 105640 632 1630
internal_value=0 0.0236149 0.000801018 0.0452112 -0.010181 -0.0600702 -0.0291206 0.0106718 0.0625609 0.0116206 0.0613882 -0.0760062 -0.0654035 -0.0773893
internal_weight=0 21656.8 10531.5 11125.3 8915.51 9310.12 3164.44 3719.85 7405.4 1490.64 1616.02 6145.68 1673.8 6087.18
internal_count=223821 94921 49639 45282 42878 128900 21353 11720 33562 6950 6761 107547 14403 107270
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=94 63 193 181 195 118 126 195 129 2 176 136 99 92
split_gain=5887.41 1206.33 1203.61 831.42 488.036 398.948 356.493 340.989 270.474 202.271 173.872 167.754 126.319 69.279
threshold=0.026781925154723461 0.30712835145314504 0.22763438332129127 0.067575336288918389 0.22361363844707632 0.53538177160977563 0.95472053616364894 1.1022226932158208 1.018687372987001 -0.21808709941189092 -0.15834047107832153 0.033050029782365126 0.30948394991888911 0.11271356168066037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 -2 11 -5 10 -9 -7 -3 -4 13 -1
right_child=1 7 5 6 -6 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.078552900493559161 0.082642448179155059 -0.016997580183685457 -0.069623383914899348 0.038860449740209482 -0.044888277286896844 -0.027340053846243717 -0.0089304293413443713 0.057439745414308047 -0.021197035574274339 0.061529371579766672 0.078573700275901229 -0.017104634181076325 0.13468053561467005 -0.0514499529983252
leaf_weight=7882.4777171555907 335.61214543879032 197.07520780712366 802.59480469673872 6985.1832255013287 2833.4388717655092 357.69237034767866 2009.9821295551956 1081.8600513041019 734.25541938841343 901.83340551704168 5586.6788155697286 2510.9819437898695 28.738294828683138 1071.3020592108369
leaf_count=139819 842 313 8700 13073 13732 1823 3982 2351 1660 3850 12383 11815 65 9413
internal_value=0 0.0321917 -0.053377 0.0126638 -0.0313824 -0.0116155 0.0281815 0.0634477 0.0256469 0.0362914 0.0753172 -0.0298254 -0.0746383 -0.0753101
internal_weight=0 19764.1 13555.6 12164.2 3169.05 4573.1 8995.17 7599.87 1816.12 1259.53 5783.75 3313.58 8982.52 8953.78
internal_count=223821 48336 175485 31629 14574 26188 17055 16707 4011 5673 12696 20515 149297 149232
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=139 191 95 110 194 186 129 6 95 110 59 159 38 92
split_gain=1287.28 477.836 525.387 504.302 456.208 281.47 280.458 212.907 162.717 201.809 162.527 142.973 136.547 114.27
threshold=-0.031984327921221266 1.2075471698113209 0.37385920514182353 0.1724361273366482 0.019260210919831201 30.250000000000004 1.0187347616272378 0.28753133284975174 -0.16379719382484884 -0.37201989370715127 -0.0028846065365704704 0.18483537168902472 -0.11802179620190241 0.28501362460504159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 11 -4 10 9 -1 -6 -3 -10 -7
right_child=1 5 6 -5 7 13 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.087015859997076728 0.0021405753850205688 0.069283713082019735 -0.032655820086530792 0.040053638521880014 -0.083350099151759463 0.1129744787188891 0.026952607720114399 -0.029422643167130603 0.16410323520910275 0.29282335051231617 0.059755621113583457 0.14237114117931943 -0.074474749526406037 -0.007796163038885493
leaf_weight=28.352048083208501 6020.8398773670197 614.33084214478731 2939.675211045891 8407.7489272756502 91.291677862405777 94.793518180027604 1079.0509292669594 1109.2111595729366 24.231188217177987 27.60796737857163 607.30786937661469 474.28879431821406 2405.1216879170388 451.4918709769845
leaf_count=599 63271 1098 16538 30720 1482 184 4267 14954 548 94 3348 1283 83005 2430
internal_value=0 0.0199187 0.0153266 0.0242331 -0.0404093 0.0717335 -0.0166506 -0.00218775 -0.0682116 0.100378 0.0410548 0.101126 -0.0720951 0.0131604
internal_weight=0 20082.2 18447.3 14428.6 4293.12 1634.91 4018.73 1807.81 2485.31 55.96 698.6 1088.62 2429.35 546.285
internal_count=223821 119791 114796 93991 104030 4995 20805 19784 84246 693 4830 2381 83553 2614
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=19 139 155 140 37 178 68 52 99 127 28 163 180 163
split_gain=2452.36 1576.39 832.481 703.436 827.491 439.793 336.301 271.171 211.318 182.956 151.931 174.181 129.967 125.686
threshold=0.0094673521324329483 0.36104573791276079 0.032817914088415855 -0.012954224696623237 34.298174203911366 0.2393484099995736 0.15458275589027276 0.51863459845769022 0.055201627960053103 -0.25900548065268086 0.39692993576905605 -0.15393873792025659 30.086345381526108 -0.21486348432058142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 -4 -1 -2 13 -6 11 -3 -10 -5
right_child=1 10 5 8 9 -7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.037584417656743162 0.018510153635858114 -0.056588496223021229 0.062601267026645285 -0.057039444167037434 -0.064854352920463459 0.00096181153398473135 -0.010167409581556102 -0.038518926393610126 0.0066569574176254063 -0.023439860827558098 -0.064602988739912229 0.0067297223631590519 -0.062432444663507662 -0.0079632145214540671
leaf_weight=3302.4736225157976 6936.2915074005723 764.57688030973077 9075.0062371753156 757.74935717135668 1854.3315779417753 1326.7540226168931 2665.0255160108209 947.69450626894832 287.6321635954082 2511.3335330560803 1410.1004928778857 1006.2073554135859 5099.9891516901553 1676.256079915911
leaf_count=12392 26350 6227 54970 11120 15098 4098 12369 5149 2561 13763 7360 3705 39969 8690
internal_value=0 0.0248609 0.0361632 -0.0250712 -0.00794545 0.0547391 0.0162589 0.011655 -0.047696 -0.0410308 -0.0401119 -0.0206094 -0.0587439 -0.0232415
internal_weight=0 21466.6 18285.7 18154.8 10333.2 10401.8 5967.5 7883.99 7821.63 4365.67 3180.88 1770.78 5387.62 2434.01
internal_count=223821 107859 90567 115962 53622 59068 24761 31499 62340 28861 17292 9932 42530 19810
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=139 67 141 129 45 192 59 112 167 139 116 35 139 110
split_gain=6581.29 1629.46 964.399 840.532 497.739 475.046 372.107 215.156 204.416 186.874 184.541 167.774 165.239 37.6768
threshold=-0.063226432498342491 0.01543948151850119 87.382695669877833 1.0170086512023868 0.20776202883391079 17.189574373577894 0.014126974444474007 -0.2408835609568428 -0.018854206230660874 -0.38787581126247145 0.1505510188229994 0.21775141303145459 0.1931404660970405 0.73665746986681746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 4 -3 8 -5 9 -4 -1 -2 -7 -12 -9
right_child=2 3 5 6 -6 11 -8 13 -10 -11 12 -13 -14 -15
leaf_value=0.18119750611110935 -0.082587042372260069 0.027517161595605001 -0.020686516304544753 -0.053253893047560688 0.064989152515940327 -0.070826444298191835 0.015605339843766455 -0.075693990461523114 0.079553380019229347 -0.018862998481947932 -0.02953710360673234 -0.0063996080307334932 -0.078078741156839743 0.059365734389330717
leaf_weight=53.72624247148633 7662.1653393451124 5999.1809472367167 291.62869260832667 977.54904981888831 8664.2753489986062 829.41642600856721 3979.4931577928364 1564.8572531249374 672.73235198110342 356.52618604898453 1473.8283550329506 788.40264375507832 1337.8181377314031 20.93113062530756
leaf_count=175 102190 20526 1284 4682 30678 5536 11652 25450 1889 1956 6287 2250 9158 108
internal_value=0 0.0288672 -0.0610515 0.0376243 0.0496584 -0.00631433 0.00202602 -0.0572122 0.0492402 0.00733672 -0.0745462 -0.0394297 -0.0526338 -0.0739113
internal_weight=0 21616.5 13056 19620.5 14663.5 2582.18 4957.04 1996.04 964.361 410.252 10473.8 1617.82 2811.65 1585.79
internal_count=223821 95227 128594 67538 51204 10959 16334 27689 3173 2131 117635 7786 15445 25558
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=160 69 156 183 157 83 44 65 13 125 116 94 146 61
split_gain=3869.5 983.531 1082.87 618.131 507.83 644.676 466.877 342.178 277.632 190.394 178.684 146.678 63.027 73.083
threshold=-0.042045494585025302 0.14859506514142243 2.8410008770006532 1.5412045638835152 -0.11855831920509478 0.2189290334781884 -0.12613775151830398 0.040997853674162567 -0.16942889725902888 -0.048912989074298474 0.053078732359951718 0.011074088689872315 -0.17746466626577273 0.27539805698705455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 9 -1 -3 -4 -2 -5 -7 13 -6
right_child=4 3 8 10 12 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.074479200683113117 -0.040322028641570785 0.01339574809774955 0.012333709419020775 0.096466847099362985 -0.05777186639378195 0.041662475403038413 0.032344459276647426 -0.056623078403410847 -0.061131059343775287 0.056124137190074343 -0.01503218534250287 -0.070514269676343375 -0.076772761389545197 0.1371835034879367
leaf_weight=3438.1855452395976 265.92780364118516 949.8153109010309 829.28312696516514 501.45049077272415 55.203915640711784 125.6155212149024 11184.832807134837 2632.015166470781 1354.8193089514971 888.76394070126116 201.47715902328491 1617.3626337852329 5599.2634781748056 29.505997184664011
leaf_count=16432 1348 3167 3151 1961 577 503 45536 9769 13773 3442 1132 14766 108145 119
internal_value=0 0.0215383 0.0324414 -0.0212298 -0.0581087 -0.0240384 0.0422512 -0.0380558 -0.0332372 0.0339124 0.0645084 -0.0624298 -0.0754776 0.0101346
internal_weight=0 21091.9 16807.1 4284.76 8581.64 2897.67 14623 3581.83 2184.1 1154.69 702.928 1742.98 5683.97 84.7099
internal_count=223821 94921 78892 16029 128900 20059 61968 12936 16924 4790 3093 15269 108841 696
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=64 87 69 184 151 126 8 189 195 189 193 151 0 97
split_gain=4910.33 1493.15 628.109 501.856 442.283 357.705 355.064 330.402 321.77 282.76 224.43 171.592 148.537 88.7647
threshold=0.074630678531144995 0.11853518995704027 0.10756767068779587 0.11170701123229454 -0.091632305262014851 0.95352253048880853 -0.14207644366299285 35.500000000000007 0.69683908866337807 35.500000000000007 0.22083309754482908 -0.4643627575944913 0.46708493720898914 0.024670812491304286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 12 6 9 -4 -5 -7 -3 11 -1 -2 -12
right_child=1 5 4 7 -6 8 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.051829438519223919 0.11380324135953315 0.027920481439014534 -0.066511429345221071 -0.020372675850179864 -0.054311861491040538 0.058210957222830567 0.063739848284143072 0.023706235052795805 -0.026608941386869367 0.066791875672887899 -0.060429043098803703 -0.080289612429472787 -0.052702629893222309 -0.010430653437612295
leaf_weight=99.745713384822011 55.060880031436682 2518.6896350290626 276.0170199945569 2660.7716379500926 1222.0886561479419 766.9485125914216 865.6779860034585 4711.9675178732723 1072.9432863593102 7281.2847518958151 691.05460153147578 6795.1025202590972 1987.6864607706666 730.35832681879401
leaf_count=1659 135 5640 2894 10078 7333 1377 3490 12674 2197 15444 8381 132774 14673 5072
internal_value=0 0.0252551 -0.0579902 -0.00435391 -0.0125028 0.0492058 0.0322502 0.00779845 0.00874775 0.0568015 -0.0709194 -0.0783783 -0.0482146 -0.0347386
internal_weight=0 21055.4 10680 9415.49 2363.78 11639.9 1141.7 7372.74 1839.89 9799.97 8316.26 6894.85 2042.75 1421.41
internal_count=223821 62218 161603 37560 13717 24658 6384 22752 3574 21084 147886 134433 14808 13453
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=12 182 21 114 82 114 10 76 130 74 139 166 18 173
split_gain=1102.31 351.057 342.175 338.059 377.191 189.48 126.968 148.632 106.345 86.2858 72.9086 70.5116 69.1681 62.1372
threshold=3.5548269272931194 0.40728464749094578 0.60690094185830257 3.9348463899594193 -0.25776224758160332 2.0413721434886729 -0.028673706394103163 -0.36558658846574016 0.759888088018151 1.1681926015611306 0.062528943588234367 -0.37828307613756312 0.41613829156380272 -0.11962670659100771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 -1 7 -2 9 -3 -8 13 -10 -4
right_child=1 8 11 4 -6 -7 10 -9 12 -11 -12 -13 -14 -15
leaf_value=0.097541514934625262 1.0281495988144493 -0.0077899231822860342 -0.097216815907834375 0.20015523615741709 0.024312036973466549 -0.030405823445273341 -0.074365259736795669 -0.023178462207561701 -0.043850957840853029 0.10852569453834804 -0.015384649512439983 -0.055872548507812307 0.14751812857130245 0.22637580959840947
leaf_weight=124.87294031307101 1.3470188211649645 807.42717487737536 9.1765483170747775 122.84135002177209 17518.194321111776 1583.4011192340404 1966.951077464968 790.58430394344032 24.190126352012157 69.246537290513515 234.58045116439462 675.81064262334257 86.152163097634912 16.794243637472391
leaf_count=759 9 5619 43 1324 98078 16046 73814 15272 92 232 2575 9729 166 63
internal_value=0 -0.0386757 0.0189355 0.0214233 0.0255365 -0.021053 -0.0557286 -0.0213902 0.0130428 0.00139759 -0.0680807 -0.0496587 0.105565 0.112037
internal_weight=0 3980.48 20051.1 19349.3 17641 1708.27 2993.46 791.931 987.016 876.674 2201.53 701.781 110.342 25.9708
internal_count=223821 97779 126042 116207 99402 16805 91670 15281 6109 5851 76389 9835 258 106
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=156 52 151 14 139 31 177 114 173 197 142 184 77 28
split_gain=2300.35 1659.64 891.121 872.989 712.667 535.818 354.824 280.524 279.327 263.826 214.111 206.539 196.827 146.993
threshold=2.1823600857637335 0.26769742996224205 0.0893018720371581 0.073334659715565145 0.36104573791276079 -0.0091146747017570636 0.0083931765403095666 18.612750417246762 0.35355651922449566 0.049415840078226851 0.038652866263219253 -0.11032765814591856 0.42895447233150108 0.41218989006959533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 12 8 11 -7 -2 -8 -5 -3 -4 -6
right_child=1 6 4 10 13 7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.060465949375253694 0.056993797596893582 -0.057304836091122885 0.029966828028201331 0.050689646438986047 -0.0098589197187980704 0.024204602750525304 -0.044653235350090165 -0.036027558273279768 -0.018012376709097649 0.016230747051555743 -0.017463403412482325 0.073586675402958629 0.1166578512715411 -0.066782522215962467
leaf_weight=8055.0731812119484 8841.13605889678 157.47491129115224 2464.0637507922947 900.29536335170269 822.39933629706502 7648.2203429155052 4238.2933107279241 860.20582209900022 526.04092422127724 855.36116997897625 944.6323615424335 514.17443000152707 293.04823960736394 1011.6987546309829
leaf_count=68718 54790 585 10172 3458 4081 28387 31966 2929 1496 3876 4027 2015 1141 6180
internal_value=0 0.0212339 -0.029367 -0.0462544 0.00704712 0.0362811 -0.0254207 0.0181151 0.0527816 -0.0344292 0.0157942 0.0428979 0.0391811 -0.0412583
internal_weight=0 23640.9 14491.2 9900 4591.21 17875.6 5765.3 8508.43 9367.18 5093.65 1844.93 671.649 2757.11 1834.1
internal_count=223821 126044 97777 76203 21574 87602 38442 31316 56286 35842 7485 2600 11313 10261
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=52 193 115 44 193 162 77 116 158 112 167 115 115 46
split_gain=5442.62 1620.65 800.385 691.093 559.745 475.795 439.332 278.943 251.074 244.594 185.252 139.528 127.087 110.269
threshold=0.063928671042176768 0.028323360005451024 0.24485688963947677 0.21720538725202729 0.02626406339447326 0.14220578758649574 -0.017472587274536159 0.14105160982247009 -0.30527123363052094 -0.19991606550904317 0.0050468608181340234 0.68653394479636998 0.015646319036788214 -0.057220013949963913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 11 -2 7 -3 -4 12 -8 -5 -1 -6
right_child=1 6 8 4 13 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.078730119067542181 -0.041260644875035335 -0.053305879925736745 -0.073032454354832313 0.054798012354393827 0.52081098048115548 0.02948145720489136 -0.080960921332985714 0.014642812087830095 0.067126336313536414 -0.078457522464827484 -0.027163535880437351 0.43959885755814193 0.026047152262067247 -0.058075735834325772
leaf_weight=171.99659434519708 1136.8522058837116 714.9129999615252 130.01043905317783 739.91133343428373 3.3020769320428363 5807.72052722238 985.90349322929978 3899.9571612998843 7546.9592947475612 8575.6684949509799 1824.8610362112522 9.5445353463292104 354.06614161282778 940.73838525824249
leaf_count=2718 5047 3155 333 1977 28 18196 5744 10066 31442 129948 6775 29 1403 6960
internal_value=0 0.0231787 0.0425001 -0.0634834 -0.00482604 0.0179007 -0.0148663 0.00411653 0.0647527 -0.0743973 -0.0460335 0.0596986 -0.00820985 -0.0560509
internal_weight=0 22047.2 14621.5 10795.2 1693.5 6944.57 7425.63 4614.87 7676.97 9101.73 2810.76 749.456 526.063 944.04
internal_count=223821 80758 55018 143063 8994 23243 25740 13221 31775 134069 12519 2006 4121 6988
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=115 13 136 159 146 38 163 140 104 19 73 156 80 83
split_gain=3377.14 1297.83 886.961 740.603 556.062 538.518 359.775 278.005 256.057 226.884 171.329 161.709 157.069 144.693
threshold=0.0074134127721585666 -0.12803948950405936 0.024454531030178698 0.10571358154493914 -0.22607182449011962 -0.0010419675613096318 -0.2856181748009276 -0.061915243842762605 0.30989265156096313 0.077053388022556513 -0.22949076347273628 3.4156413103009196 -0.017510107140396029 0.57155416335969833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 9 10 -4 -5 -6 -9 -3 12 -1 -2 -12
right_child=4 3 5 6 7 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.066104800799542618 0.047271258301008819 0.060880606358786872 -0.0042719828936255352 0.027185858762103721 -0.078738227366140889 0.072907508274460631 -0.055599828756542791 -0.017839227170806372 -0.065819327544101733 -0.024746650386110562 0.036743186256405859 -0.0059733966626946411 -0.15631598665659707 -0.048582710727754434
leaf_weight=7161.7917663622648 57.529023453593254 1202.3718056883663 4636.9932937026024 628.94871754199266 3867.3425043765455 1123.0076430253685 3174.8042960073799 2201.3145387470722 2248.2957824077457 416.67973312921822 1037.382892459631 325.40385010652244 111.04049299657345 245.83814406767488
leaf_count=35152 223 5125 16436 2499 68860 4009 47163 14389 19361 4077 3861 1526 183 957
internal_value=0 0.0234077 0.0402766 -0.0178008 -0.0491592 0.0107754 -0.0419113 -0.0591273 -0.0420826 0.0388435 0.00794559 0.0629722 -0.0868362 0.0203965
internal_weight=0 18670 13247.2 5422.8 9768.74 5760 3803.75 8316.95 4449.61 1619.05 1451.79 7487.2 168.57 1283.22
internal_count=223821 115987 57123 58864 107834 20445 49662 102610 33750 9202 5224 36678 406 4818
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=64 63 190 69 136 118 6 127 138 126 31 181 169 148
split_gain=4151.09 1282.96 691.096 459.92 346.707 346.502 233.059 217.327 207.359 179.572 170.785 127.905 141.929 102.409
threshold=0.055690677122789314 0.19133103395666703 0.19562801037421271 0.10756767068779587 0.27367830173481994 0.21702948311345427 0.81343481096549952 0.62122771909646335 0.79441640783362888 0.94724718213415315 -0.032746130700338813 0.11979451221751979 5.2927069280431551 0.16681830437931791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 11 6 -4 -3 10 -2 -6 -5 12 -1 -9
right_child=1 4 5 7 9 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.078822365421199234 -0.040366424335860331 0.032772433808915154 -0.0062558632316224551 -0.075635883559166173 0.068749670969236842 0.035359544713030509 -0.042992243994970231 0.22219031427464239 0.070909729402858612 0.02529386703455748 -0.0038207956556496219 -0.045798039545430491 0.34222099322966332 -0.10861394358106841
leaf_weight=5598.1290394775569 3676.481996756047 2179.676111266017 3707.4720415882766 440.77779986336827 5515.5501331426203 4346.2710563242435 498.94472169131041 53.660493597388268 175.45488185435534 1149.0144806057215 1331.3750355187804 1554.0408132858574 8.0174956619739515 11.335149098187683
leaf_count=123834 24839 4005 10889 4094 14302 10364 1092 202 387 2505 7905 19319 12 72
internal_value=0 0.0213076 -0.000459969 -0.059731 0.0490451 0.0162022 0.0186598 -0.0150961 -0.0352978 0.0612576 -0.021683 -0.0711833 -0.0782202 0.164499
internal_weight=0 21248.9 11905.7 8997.34 9343.19 8053.74 2678.62 1837.15 3851.94 6664.56 1772.15 7160.19 5606.15 64.9956
internal_count=223821 68383 46479 155438 21904 21253 5097 12273 25226 16807 11999 143165 123846 274
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=139 90 73 49 188 188 2 108 6 149 88 46 119 19
split_gain=963.906 370.346 386.422 649.717 410.844 362.549 147.683 264.615 167.327 121.359 241.707 113.841 80.4651 11.3797
threshold=-0.031984327921221266 -0.076045583654427817 -0.24501764508725554 0.065760446169344275 1.0388603079974559 0.20733212695218331 0.79271388066615633 1.6402628278675102 0.28753133284975174 -0.39211959750902808 6.7391251147440565 -0.12604055858457849 1.8493714418594971 0.31850410902677523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 9 8 -8 -7 10 -1 -11 13 -2
right_child=1 2 4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0021799395334841263 -0.088718145500007006 0.014512191051728983 0.011875384348280405 0.20525455783370489 0.057143614920297764 0.04892809110779843 -0.087138110918389133 0.59392228363970523 -0.028012020080756397 0.16066975278345774 1.2964136612072572 -0.065351958964311507 0.46146213276732778 -0.030554535409410045
leaf_weight=250.33321457635611 342.90648923441768 446.13161542825401 16498.080669045448 297.77159259468317 2282.22996523045 496.05863660387695 11.131195615045728 11.702432150952516 657.05057578720152 22.491169631481171 1.4513566168025125 2422.4742286540568 2.7337797209620467 37.296367365866899
leaf_count=6251 4662 4315 101625 1213 7030 2182 120 40 6554 440 42 88401 23 923
internal_value=0 0.0182663 0.0201764 0.0908631 0.0173765 -0.0362606 0.0100739 0.261911 0.00508702 -0.0564652 0.00964026 -0.0632728 -0.0791255 -0.0830125
internal_weight=0 19907.2 19524.2 743.903 18780.3 3872.69 1175.94 22.8336 1153.11 2696.75 251.785 2444.97 382.937 380.203
internal_count=223821 119791 114183 5528 108655 104030 8896 160 8736 95134 6293 88841 5608 5585
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=156 154 166 115 61 44 64 110 154 181 154 106 189 193
split_gain=1924.65 1397.3 793.298 568.806 482.203 391.535 308.15 306.346 285.567 267.311 85.2324 80.9249 73.3316 70.8478
threshold=2.2873832473060203 -0.047554160283616954 -0.18826038987840424 0.40485732976593497 0.5420225697031853 0.10838297365500903 -0.013005212266463005 -0.17345309772904191 0.15757178895665244 0.44269955327626814 0.12934502701232237 -0.087684016906048504 34.500000000000007 0.05514006029625703
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 7 8 9 -7 -2 -4 -3 -1 -12 -6 -5
right_child=1 5 4 13 12 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.068409492421824744 -0.015344995929948589 0.059220487803157001 -0.011771418588286675 -0.05905848223476029 -0.018798676075103021 -0.03121347102639099 0.0365518260117495 0.024658233169889691 0.029253645731683167 -0.0073613785030980363 -0.054468017615057387 0.0019439901898569225 -0.062810181003938911 -0.021516838179532552
leaf_weight=3426.093000985682 3456.3061605095863 8276.5705536976457 5425.0053270496428 1761.1768128909171 492.8879107106477 1048.8802325129509 1862.7845505923033 4291.0401213653386 2468.8782927691936 650.36504418030381 847.67910447530448 363.27464154176414 1632.4325025901198 703.48370172455907
leaf_count=42168 13939 55480 23498 20578 2683 3080 6141 15990 10830 2263 8134 3462 11380 4195
internal_value=0 0.0206038 -0.0261512 -0.00649987 -0.0103237 0.0439836 0.0121405 0.00681168 0.00105951 0.0543697 -0.0603493 -0.037545 -0.0526034 -0.048343
internal_weight=0 22050.6 14656.3 10212 10019.2 11838.6 2911.66 7747.35 7893.88 8926.94 4637.05 1210.95 2125.32 2464.66
internal_count=223821 121666 102155 54702 48391 66964 9221 29929 34328 57743 53764 11596 14063 24773
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=139 67 40 126 127 59 35 118 112 116 127 139 173 103
split_gain=4869.34 1185.89 848.188 734.987 333.741 322.261 296.194 204.992 187.051 162.306 159.324 115.12 64.8952 28.6942
threshold=-0.060131082735388829 0.01543948151850119 31.922113213322604 0.9128015644411972 -0.23885640631803834 0.0082374516861219629 0.022776252984590569 0.024255580211420175 -0.2408835609568428 0.18089800573302675 -0.33769045653887375 0.1931404660970405 0.20509849987158893 -0.11908453842487943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 4 -3 -5 13 -8 10 -2 -1 -11 -10 -4
right_child=2 3 6 5 -6 -7 7 -9 12 11 -12 -13 -14 -15
leaf_value=0.10633617059254724 -0.080815216640542531 0.06220565530125402 0.042280461078602463 -0.044240904635969844 0.028744464860697812 0.014670758465359118 0.057247815856923692 -0.011516101328961454 -0.073769692776758447 -0.028247465706546321 -0.033007039664694114 -0.074474310147432832 0.12586842964647285 -0.079406113889652283
leaf_weight=113.55896280147135 6540.0956193357706 6269.751671815291 20.172793477773666 1137.7304816748947 5682.1794481892139 5050.3754621837288 640.52577339112759 1341.48316834867 1356.0583100169897 1184.6871699225157 295.78674884699285 987.98879923485219 16.480560604482889 491.85076986812055
leaf_count=440 102744 26195 167 5624 19914 16146 1909 4985 25979 5130 1725 7661 90 5112
internal_value=0 0.0241671 -0.0582295 0.0318138 0.0462976 0.0038394 -0.00680945 0.0107063 -0.0536787 -0.0729485 0.00564897 -0.0492684 -0.0713726 -0.0746119
internal_weight=0 19921.9 11206.8 18140 11951.9 6188.11 2494.03 1982.01 1781.88 8712.77 409.346 2172.68 1372.54 512.024
internal_count=223821 96113 127708 67879 46109 21770 12173 6894 28234 115535 2165 12791 26069 5279
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=13 73 157 10 65 164 29 108 73 103 157 16 157 20
split_gain=2799.07 1740.59 760.979 647.668 481.539 405.845 229.046 219.119 136.482 118.689 116.712 105.167 71.4953 55.1936
threshold=-0.02489570281333062 0.2299325760719553 -0.32298191837213758 -0.26460567482338254 0.0032899487430025514 -0.22306979968241678 0.13978124572631342 1.8592141001717144 -0.51942078327903063 0.40079234425398191 -0.17744911340627798 0.026931496076696083 0.11608427119120453 -0.19047300335891418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 -4 7 -1 -3 12 -7 -10 13 -5 -2
right_child=3 5 4 8 -6 9 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.080456816797301836 0.10901093474011343 -0.0053244778811970522 0.03935345441469542 0.15165068391204908 -0.0032748147817090105 -0.028208376873462594 0.034516803196570939 0.11494036035980637 -0.0089472532038329874 -0.06555965339217866 -0.073830810366054475 0.1000204411791757 -0.059424109619794496 -0.057967980023191479
leaf_weight=3327.3873968049884 26.200703494250774 1763.9509750083089 5276.299644285813 42.394687548279762 5323.6637069620192 1352.2511912621558 1610.6001715697348 165.73052472621202 292.08953537605703 2293.956571418792 5451.2071270151064 268.5928621776402 25.821412349119782 80.973433945327997
leaf_count=18195 125 5610 28128 144 20936 7221 5189 606 2018 19663 113769 1297 504 416
internal_value=0 0.0158489 0.0330488 -0.0606339 0.0179441 -0.0320808 0.0654728 0.00500446 -0.0688608 -0.0517074 -0.070531 0.0666026 0.0717539 -0.0171469
internal_weight=0 21113.8 15538 6187.28 10600 5575.89 4937.99 1929.68 5811.51 3646.21 5743.3 375.767 68.2161 107.174
internal_count=223821 105548 72448 118273 49064 33100 23384 6216 116435 26884 115787 1838 648 541
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=73 136 180 78 126 12 169 195 180 22 19 166 187 55
split_gain=3560.5 1040.88 648.77 635.644 465.904 394.516 368.679 288.555 310.618 227.651 173.61 140.015 117.626 82.8667
threshold=0.15808173259511094 0.033050029782365126 36.893574297188756 0.092090507441580691 0.95704030644907256 1.2495501247951017 2.6134189965103141 0.51010380600307104 37.288487282463187 0.20951607583114293 -0.43100846974716339 -0.08409692369137052 0.087246499076673215 1.0661692665881726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 6 -4 -3 12 8 -5 10 -2 -11 -1 -8
right_child=1 2 4 7 -6 -7 13 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.075337256234594321 0.094427875401609573 0.047352399925083007 0.05050433300534149 -0.058101420462055908 -0.00014030316373383692 -0.021960269499613379 0.040209083618071614 -0.05177026748401603 0.073231759167588339 0.047121136514318158 -0.059620020001605267 -0.080255907784149108 -0.049096908659587081 0.21241591940635041
leaf_weight=5350.5303916856647 76.05612987279892 1118.7759407814592 10539.332423433661 241.30505576729774 2194.7420460954309 3087.1670149378479 65.097539637237787 537.16419040039182 709.82293825037777 412.23582305200398 1920.1888645254076 109.14437735266984 2509.5296081192791 48.959434371441603
leaf_count=125947 487 2502 26131 1860 4645 10489 211 2220 2221 820 16871 561 28751 105
internal_value=0 0.0216121 0.0305286 -0.053172 0.0417756 -0.00352318 -0.0643692 0.00682143 0.039912 -0.0383831 -0.0537509 0.0204564 -0.0669593 0.11413
internal_weight=0 19457.6 16940 9462.41 12734.1 4205.94 7974.12 1488.29 951.128 2517.63 1996.24 521.38 7860.06 114.057
internal_count=223821 62506 43767 161315 30776 12991 155014 6301 4081 18739 17358 1381 154698 316
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=12 169 96 108 83 188 1 191 122 161 133 172 138 168
split_gain=821.034 348.633 504.583 692.404 412.123 356.407 348.115 347.15 213.089 99.4613 104.01 77.1864 77.5977 69.1887
threshold=3.5548269272931194 -0.073064136337180327 0.01391845702403195 1.9851767311595288 -0.24710968539896591 1.0388603079974559 0.037742758633873545 0.4649431256182 0.1810753566102806 -0.21648947054707324 0.048444927026830183 0.53675754246021279 0.07510162806685082 4.1543029968740699
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 9 -4 10 -2 -9 -13 -11
right_child=7 4 8 -5 5 -7 -8 11 -10 13 -12 12 -14 -15
leaf_value=-0.014542505543054147 -0.078253596826109828 0.47027852101860035 0.054333741428724061 0.25292436234810478 0.00031318910721046307 0.045380154960374404 0.064739642678372872 -0.054734716295864884 0.19847115341958166 -0.0065897853686392796 0.061157849648396802 -0.050239747555122928 0.049290730049935214 -0.062030466689928038
leaf_weight=2050.7413076628 83.122299711219966 34.722679391503334 3894.5614455770701 101.58191751781851 11642.819720179774 2066.2315792925656 54.218625528737903 107.99593843147159 105.34134090878069 249.18187708873302 150.24573900271207 90.179569981992245 596.20680327992886 2329.297873116564
leaf_count=32595 1274 136 11404 283 74068 6596 579 555 381 9709 1458 762 3087 80934
internal_value=0 0.0173249 0.037122 -0.00191903 0.00849774 0.00710569 0.223062 -0.0345235 0.0581297 -0.0510146 0.0115015 0.0238497 0.0362141 -0.0566727
internal_weight=0 19950.2 6152.23 2152.32 13798 13709.1 88.9413 3606.23 3999.9 2811.85 233.368 794.382 686.386 2578.48
internal_count=223821 126042 44663 32878 81379 80664 715 97779 11785 93375 2732 4404 3849 90643
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=19 12 52 39 23 13 181 166 140 1 121 112 23 76
split_gain=1594.53 913.487 716.228 419.77 397.876 348.106 346.377 268.11 221.971 211.412 152.901 117.76 73.5208 71.3949
threshold=0.2087664549092357 2.4897991822651222 0.39486695263842414 0.0046004682526889782 -0.33934839708118364 -0.29444101432100328 0.33361225084747897 -0.25575767869685823 0.59926033198017981 -0.24640269501895337 0.35633239065827277 0.46662052146329452 -0.096357220903606086 0.59772026678188428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 6 -4 -3 8 -1 -2 -9 11 -5 -12 -8
right_child=3 2 4 10 -6 -7 13 9 -10 -11 12 -13 -14 -15
leaf_value=-0.063336557374944771 0.071768678296487601 -0.050183878079487987 0.4662259140100859 0.028142057802920714 -0.040363979945652592 0.018724669238218562 0.016159265463875389 -0.059491083978421934 -0.018395301878807578 -0.016924625607358173 -0.094440528234592036 -0.035243757555386522 -0.012410013496465646 -0.04664542476995398
leaf_weight=2510.7335579041392 4241.0786091536283 781.41992478072643 15.577574666589497 3264.0625651292503 3267.5178098455071 11856.326078526676 535.24734354019165 1458.8084318246692 291.8306147120893 5828.9058599267155 129.65041542798281 322.01262564025819 694.69785852357745 273.48462969623506
leaf_count=36612 36687 6945 133 13667 29395 52050 2342 11634 1662 27430 415 1201 2541 1107
internal_value=0 -0.0111316 0.00365331 0.0363558 -0.0379603 0.0144639 0.0552079 -0.0351545 0.0659639 -0.0254453 0.0135232 0.0224503 -0.0253115 -0.00507907
internal_weight=0 25719.3 15920.8 9752.06 3283.1 12637.7 5341.64 9798.45 4532.91 7287.71 4410.42 3586.08 824.348 808.732
internal_count=223821 164199 88523 59622 29528 58995 41798 75676 38349 39064 17824 14868 2956 3449
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=140 106 123 173 193 130 118 115 167 115 190 178 169 53
split_gain=4122.02 1071.09 784.644 678.026 458.765 432.432 278.25 260.137 240.939 229.181 183.639 160.086 151.516 97.6659
threshold=-0.061915243842762605 0.21752069496413756 333.50000000000006 0.14587677815167394 0.020910175460327831 -0.18765916091126852 0.0061834468210204248 0.035304932551937056 0.11534331010063957 0.17150665516081987 1.0000000180025095e-35 1.8959021079842022 2.6134189965103141 0.57980019663736748
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 -5 12 -7 -1 13 -4 -11 -10 -3 -2
right_child=2 5 9 4 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.079641560113983226 -0.043694358107125686 0.061511613541983826 -0.080046227417813615 0.042526744940840973 -0.021569653609808937 0.04173612297207583 -0.0024146318132104352 -0.020188849632531425 0.060565858966870445 0.01360962552959896 -0.056921071951561854 -0.096409943019831204 -0.13268024475207005 0.024351271679602261
leaf_weight=1212.3429702967405 875.41906767897308 5756.009085027501 6055.3810700587928 2793.2609167732298 1860.4004637617618 3106.1742543075234 2641.2150743175298 1872.9866550005972 677.87532870657742 455.65158768929541 1944.670195415616 71.852717649191618 40.461273014545441 277.88933200016618
leaf_count=25317 5896 26601 103660 8391 6060 11651 8346 8688 2366 1934 13834 244 94 739
internal_value=0 0.0215865 -0.0566244 -0.00719813 0.0169028 0.0408836 0.0214466 -0.0435501 0.00138982 -0.069681 -0.0435323 0.0455216 0.0601561 -0.0272988
internal_weight=0 19282.9 10358.7 7738.99 4653.66 11543.9 5747.39 3085.33 1903.04 8455.7 2400.32 749.728 5796.47 1153.31
internal_count=223821 95148 128673 48456 14451 46692 19997 34005 9245 119428 15768 2610 26695 6635
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=166 73 13 173 158 29 130 158 74 108 116 39 73 163
split_gain=2437.94 887.986 524.222 432.842 423.169 523.935 369.46 227.6 213.851 201.344 182.725 94.1887 92.9489 62.7531
threshold=-0.034355668281508933 0.066097011803135056 -0.35091439063803814 1.2881812649714164 -0.16255380327241692 0.14457159168548686 0.026004161010993069 -0.19656848304621841 0.20929453483262739 2.0502160226948054 0.16545839274602739 0.35032268227972724 0.25587057005274599 -0.43351783351686279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 -3 -4 8 -2 -1 11 -5 -12 -6
right_child=3 4 6 10 13 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.076787834050143874 0.020976839075997698 0.030963868689157289 0.0022335859292322343 0.063683726289816986 0.15823247575053423 -0.029636925476580079 0.041275381631032976 -0.074134863288389738 -0.060289772094384832 -0.17025082987977078 0.046874123543090458 0.21920660121702357 -0.061529922819576456 -0.053120683339019939
leaf_weight=2449.2546090260148 546.18478351645172 3050.6386870853603 4796.8977180961519 177.83790518529713 14.152138113975523 2679.9798649717122 4899.6268770191818 4497.5909119732678 795.30851064436138 33.442569777369499 130.8423054870218 49.858904179185629 199.99542629718781 1910.9605057071894
leaf_count=13406 2133 9853 24931 960 55 11257 27301 109400 8884 60 1299 278 2421 11583
internal_value=0 0.0156839 0.0324592 -0.0553077 -0.0110034 0.00262331 0.0219613 -0.0633524 -0.0272023 0.0734602 0.0287936 0.0977387 -0.0186574 -0.051567
internal_weight=0 19835 12179.2 6397.62 7655.73 5730.62 9696.52 5839.08 1341.49 2482.7 558.535 227.697 330.838 1925.11
internal_count=223821 98446 65698 125375 32748 21110 52232 120417 11017 13466 4958 1238 3720 11638
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=94 181 12 181 129 151 173 169 106 151 195 130 109 42
split_gain=3029.47 983.22 797.295 776.806 557.917 370.64 351.314 255.225 177.626 162.44 780.694 156.161 135.758 130.608
threshold=0.025977645208440224 0.19169136586030194 1.7898554338632502 0.067575336288918389 1.0187821353736723 -0.041362409767616466 -0.12380894888600173 0.23083977088141672 -0.059155486677970104 -0.4643627575944913 0.22162928980237653 0.66249135190334563 0.29975536064435571 0.23901950606315495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 11 6 -5 -2 12 -6 10 -1 -4 -3 -9
right_child=2 7 3 5 8 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.66976171331180634 -0.006839706914877678 -0.052230727578498615 -0.065168378307812899 0.034775025388165487 0.018773390034418507 -0.01775376754999633 0.064311452042369099 0.041553572553609801 -0.039429759461539579 -0.074142618909243355 -0.071986307047113132 0.077886099153384625 -0.0035290885672345364 -0.0080062117500103412
leaf_weight=17.092582486569881 779.70301209390163 1420.8287629466504 1711.4480852372944 3837.9935941826552 1816.5553136095405 2066.5036487393081 6310.1213428396732 992.29571083001792 737.10363284870982 5842.9584514722228 83.545182092115283 79.868910690769553 958.49282610975206 1145.7309762071818
leaf_count=291 1751 14814 12370 7699 3943 5507 15965 4906 1717 144067 1737 262 4593 4199
internal_value=0 -0.0452456 0.0228951 -0.00110885 0.0420511 0.0163906 0.0564866 -0.0100796 0.00197328 -0.071973 0.0539941 -0.0587901 -0.0326116 0.0149954
internal_weight=0 10460.9 17339.3 7695.81 9643.48 5904.5 7089.82 4517.35 2553.66 5943.6 100.638 1791.32 2379.32 2138.03
internal_count=223821 174607 49214 25838 23376 13206 17716 28512 5660 146095 2028 12632 19407 9105
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=10 191 96 169 69 44 0 181 191 19 44 195 158 115
split_gain=729.676 519.455 274.759 302.13 231.359 240.228 268.418 220.092 293.215 244.994 169.44 163.627 146.362 113.078
threshold=-0.017860645585767713 0.89834943639291487 0.00088521803886417599 -0.10325142297471014 0.054986007580511649 -0.13722943632657572 0.50992561293850003 0.040785398594001189 1.0146854818027098 0.33135698158943167 0.031473047164541371 0.3932235667612915 -0.18524789713851178 -0.042278940091277049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 13 -7 9 -9 -6 12 -12 -3 -1
right_child=1 10 3 -5 7 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.070289155403434514 -0.071997642821277921 0.15650705438001325 0.092915299631613088 -0.024560570573186391 0.051049354683112794 0.15502697263909299 0.0056929598773174956 0.00971205095437974 0.067979022170334483 -0.064941953386608173 0.067150187936305519 -0.0058333173541838378 -0.059979919834990549 0.1153820527170154
leaf_weight=536.45280185434967 1224.2084409059025 176.51412404514849 230.1392481517978 4493.0372293358669 4282.9369799857959 124.64375175535679 3504.8773113703355 6176.6223734542727 1004.0490220710635 190.18363298848271 499.36564486473799 798.22274413891137 37.942291213199496 34.937373388558626
leaf_count=7864 58047 337 2018 53933 22811 351 43463 25590 1894 1678 1250 4106 242 237
internal_value=0 -0.0164734 -0.0297792 -0.0188365 0.0214531 0.00133319 0.0108213 0.0287059 0.0178593 0.0461178 0.0358628 0.0222538 0.118206 -0.0589364
internal_weight=0 7459.43 5947.38 4723.18 15854.7 4200.91 3629.52 11653.8 7180.67 4473.12 1512.04 1297.59 214.456 571.39
internal_count=223821 119933 113998 55951 103888 51915 43814 51973 27484 24489 5935 5356 579 8101
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=157 19 19 173 0 160 115 157 81 188 162 114 188 81
split_gain=1507.46 1043.35 428.142 296.032 285.374 267.638 231.412 165.271 128.775 91.4048 87.2819 63.4485 19.8347 42.4274
threshold=-0.24415972416436807 -0.016089274150215681 0.35821493903428719 0.49335499592855053 3.7075873818015181 -0.29020273276455832 0.040518384201496942 -0.41854548417762621 2.1096608019114917 0.029644297720142609 0.31680475635273869 9.3634115825760755 -0.10090586074652509 1.6344977672277226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 -2 -3 -4 12 10 -10 -9 -5 13 -1
right_child=1 2 6 11 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.034730469150083328 -0.030087848093804371 -0.055382181645557409 0.06882470496622585 -0.012111579348611566 0.0068062602919888226 0.019546349389258515 0.021861408870187896 -0.04931589772119907 0.16198276372840553 -0.038935731182049904 -0.013822935816784851 -0.055972098281421093 -0.076526167632805633 0.36367280749173325
leaf_weight=44.239247897639871 3117.0924041625112 495.47941682487726 2965.4452762119472 412.88841995596886 6403.3902952391654 12583.960302596912 1623.7316890619695 2422.2340878210962 55.297729045152664 38.343097187578678 970.43022693321109 1639.2941616047174 1574.456377338618 2.8449020199477664
leaf_count=1064 19667 3485 27638 2031 31240 58733 6470 31234 233 334 7256 16804 17616 16
internal_value=0 0.0106412 0.0259286 -0.0126988 -0.00527321 0.0167079 0.0522083 -0.0482382 -0.0359706 0.0797127 -0.0391636 -0.0471476 -0.0746136 -0.0106583
internal_weight=0 29241.3 17668.6 11572.7 9520.48 13079.4 4589.18 5107.85 3486.31 93.6408 3392.66 2052.18 1621.54 47.0841
internal_count=223821 166068 96326 69742 50907 62218 34108 57753 39057 567 38490 18835 18696 1080
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=139 67 40 126 180 174 154 155 139 167 35 160 127 112
split_gain=3568.96 924.493 699.947 653.402 401.623 343.174 276.638 183.649 173.721 147.705 100.135 97.4216 91.8921 49.7244
threshold=-0.041574181965245795 0.0097087720687906148 28.758746418585091 0.91666803221118254 37.288487282463187 0.23881426736883235 -0.25708537122301961 -0.23739606778806824 -0.38787581126247145 -0.021263667997743884 0.083023742811438275 -0.076802699114381021 -0.35023827329797835 -0.24786735383099706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 5 9 -3 -5 -6 12 -4 -2 -12 -1 -10
right_child=2 3 4 6 7 -7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.21719252275647563 -0.078765458269122637 0.019964363474445419 -0.017225137458185224 0.028670997569304735 0.0049653958068329165 0.053434887976633184 -0.02002921952666413 -0.069550861818279339 -0.026991888352348881 0.074783238031383661 -0.08245726594660753 -0.028917469482741726 -0.011938656124581927 -0.074867773785037312
leaf_weight=32.986386379227042 5516.8568264767528 5741.4646168779582 249.95754294842482 1730.6589111275971 537.38003514520824 6567.1104114521295 3577.5625214576721 860.10601144842803 269.33225598931313 577.80533309653401 546.96901082620025 897.57029913924634 37.288523219525814 1115.1665179133415
leaf_count=125 101017 22655 1353 5925 1916 29280 13934 7152 1748 1945 4748 4288 410 27325
internal_value=0 0.018848 -0.0570222 0.0251749 -0.00820052 0.0378222 -0.00415131 -0.0408969 -0.0577688 0.0469997 -0.0726284 -0.0491901 0.0956134 -0.0655543
internal_weight=0 19071.6 9186.65 17616.8 2225.25 12308.6 5308.22 1397.49 1454.77 827.763 6961.4 1444.54 70.2749 1384.5
internal_count=223821 101402 122419 71794 12366 51935 19859 9068 29608 3298 110053 9036 535 29073
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=160 74 139 166 14 130 119 74 44 108 114 87 176 160
split_gain=2071.75 666.979 427.998 389.49 383.611 389.673 299.681 296.425 257.287 222.422 161.065 83.9953 43.1313 45.0974
threshold=-0.036956212026619174 0.0181700031752875 -0.0063290713870404027 -0.27262037111638848 -0.33641858694884391 -0.074997302616898298 0.030224860854509778 0.1972885917507394 0.87549349590755132 2.0502160226948054 4.3283003468699768 0.028067624593961511 1.9877452034252008 0.15511260056540371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 6 9 -6 -3 8 -4 -1 -5 -9 -2 -14
right_child=2 3 7 10 5 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=0.076318141626055089 -0.079317108105126211 -0.010768928874602519 -0.012806728836622316 0.018280741129011568 -0.011934013402510818 0.036795988665355724 0.043648959843891472 -0.0058241503734539823 0.096717377024015214 -0.1951055052386732 -0.031595148667991881 -0.068954441030549152 0.30807871725952668 -0.02708149845887918
leaf_weight=1937.4109305553138 3087.3070900663733 1918.059661231935 1388.5459475116804 766.30807388108224 2300.8599615925923 5721.9213893879205 2142.2714262828231 255.65482400543988 253.66968740522861 30.669286474585533 4175.0516363177449 1200.0436468953267 4.1853981465101233 98.400879861786962
leaf_count=11811 91257 6195 14426 2775 12373 33713 7893 2632 1207 43 21895 16345 24 1232
internal_value=0 0.0147379 -0.0514865 -0.00500464 0.0325258 0.0228207 0.0179425 -0.0250122 0.00411124 0.0720885 -0.0238604 -0.0578673 -0.0771975 -0.0134074
internal_weight=0 18992.6 6287.81 9001.69 9990.86 8022.78 4060.33 3097.91 1642.22 1968.08 4941.36 1455.7 3189.89 102.586
internal_count=223821 96698 127123 38758 57940 46086 14088 34610 15633 11854 24670 18977 92513 1256
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=103 132 97 136 169 6 0 13 180 157 151 195 70 0
split_gain=2834.21 749.306 503.523 402.54 395.981 319.108 286.937 240.341 239.694 200.599 180.397 401.228 97.085 85.3004
threshold=0.2107840626976081 0.17511614211574597 0.016792961770830932 0.069149140982171731 2.6134189965103141 0.062770142750565625 1.9534769472832303 -0.0081956745000336569 38.316599732262389 -0.15578100430189415 -0.30890178645443084 0.22162928980237653 1.5255298009449152 0.74675832044116064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 12 9 -5 7 -3 -8 -4 11 -1 -2 -12
right_child=1 6 4 5 -6 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.19064292958007825 -0.047903066609254828 0.058096265182428268 -0.056907457330775395 0.13059134813735254 0.11545385227326473 0.0067516361279038734 -0.027564447714774721 -0.032564889083734255 0.033626731554035519 -0.014694459645805714 0.028589057622338439 -0.051020979084088793 0.089305409260020313 -0.074839966826925522
leaf_weight=83.759463032707572 1684.2278575953096 5993.5995803866535 1640.7424750160426 217.32205257564783 199.93407183513045 4889.4463074430823 877.72239442169666 307.40230474248528 2365.0021346397698 3586.415681226179 81.213042611256242 382.15452799387276 53.198069412261248 4390.8166207764298
leaf_count=1186 12425 16434 12768 368 425 11550 2709 688 4933 30109 1044 9353 114 119715
internal_value=0 0.0231263 -0.0436857 -0.00212394 -0.0226618 0.0120217 0.0412343 0.0536732 0.0170638 -0.0279446 -0.0667923 -0.00757597 -0.0437019 -0.0729617
internal_weight=0 16387.9 10365 6844.19 5427.09 5106.77 9543.73 6301 3242.72 5227.16 4937.94 465.914 1737.43 4472.03
internal_count=223821 49221 174600 24457 43302 11918 24764 17122 7642 42877 131298 10539 12539 120759
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=139 130 127 95 135 2 50 4 67 16 116 98 89 152
split_gain=617.09 299.315 279.117 317.016 341.666 327.901 238.108 261.552 199.498 306.444 108.527 89.0279 88.6866 84.4412
threshold=-0.019074235355171002 -0.055794582392054683 0.72097717942401085 0.27770599411977837 0.017594386572045657 -0.46097908301909879 0.040591961794413441 -0.0030120129093938776 -0.09590388081073363 -0.18217660464070451 1.3368868924664585 0.7311409496207717 1.9939038610073478 0.13253735411222908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -5 -3 -8 9 -1 12 -10 -4 -12
right_child=2 6 10 5 -6 -7 7 -9 11 -11 13 -13 -14 -15
leaf_value=0.48644110808198154 -0.0025700169357089336 -0.049719274321925987 0.075227656852327726 0.054757106750343426 0.033048073161900164 -0.015131157928044932 0.16410182242530916 0.0070095683469470777 -0.073865256715186747 -0.083137068689777494 0.10693077442630308 0.039824043352101914 -0.099364578949026339 0.44387232107698554
leaf_weight=16.592041992582381 3833.9321645265445 753.71455485513434 697.87317585758865 775.46234667766839 9051.1203941321 4999.1825874308124 115.63926614075899 1269.6178112998605 1412.2489603296854 21.931725514587015 16.137191735208038 72.410666942596436 30.360037982463837 13.797009795904158
leaf_count=406 49980 24748 1584 2733 36560 25236 1469 16872 62626 840 34 581 128 24
internal_value=0 -0.0286123 0.0161408 0.0137241 0.02245 -0.00574604 -0.00448723 0.0201234 -0.0624907 0.162178 0.0756196 -0.0683203 0.0679489 0.262231
internal_weight=0 3662.16 19417.9 18659.7 12885.1 5774.64 2138.97 1385.26 1523.18 38.5238 758.167 1484.66 728.233 29.9342
internal_count=223821 107542 116279 114509 86540 27969 43089 18341 64453 1246 1770 63207 1712 58
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=157 154 12 44 139 152 121 157 0 152 142 70 188 74
split_gain=1276.97 1012.33 464.345 496.313 294.948 217.255 191.771 151.645 143.341 133.354 184.588 104.026 9.51995 16.7376
threshold=-0.25149052903702024 0.16203544247456036 2.2447837819449989 0.25353985789993388 0.22474122936244065 0.0027501633227899509 0.43164013561058817 -0.44576641754345864 0.78726834161654591 0.011303280614453621 -0.08163672080764188 -0.098083779892287989 -0.11383463568187392 0.90426128720256249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 6 -2 -3 12 -6 11 -11 -9 13 -1
right_child=1 4 3 -5 8 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.033772226364998541 -0.052338753947474725 0.05725276516188104 0.016277889735148644 -0.022415293918443876 -0.049916101832263846 -0.0070583042465752685 -0.006523318624618646 0.72966107344285325 0.019698204586035956 0.13932561412456079 -0.018869236613218644 -0.05025802947088031 -0.079113848023353667 0.37039732301328204
leaf_weight=23.369085947051648 2276.9159248378128 5338.208859147504 12151.84120862186 4558.6150653846562 362.04668770730495 1981.9771028868854 517.16048862040043 1.7114384230226267 1616.0682138558477 79.699180377647281 989.70536583848298 2343.7052059788257 1164.1385997189209 1.0716153383254994
leaf_count=641 16027 43095 54719 34094 2069 9178 1573 22 7089 684 8407 32601 13616 6
internal_value=0 0.00966844 -0.00179007 0.00572238 0.0403416 -0.0312664 0.0516199 -0.047053 0.00695697 -0.0363451 -0.0070795 -0.0496889 -0.0778171 -0.0160512
internal_weight=0 28802.8 20969.3 16710.5 7833.48 4258.89 5855.37 4603.4 1978.11 3414.82 1069.4 2345.42 1188.58 24.4407
internal_count=223821 167844 114018 88813 53826 25205 44668 55977 9158 41714 9091 32623 14263 647
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=52 118 156 115 101 52 166 166 129 166 82 61 38 79
split_gain=3065.21 1088.63 505.117 402.477 402.402 356.747 255.376 181.795 173.914 119.405 119.922 105.857 92.3349 76.1753
threshold=0.047562091624951994 -0.027642118416887646 2.0464305675918228 0.058156881235649611 -0.074239281679707711 0.39486695263842414 -0.055397209865212002 -0.080359524446593847 1.0159987727760276 0.083037132022541316 -0.093490451551713538 -0.2979729731876341 -0.020731373013360303 -0.24527122343386101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 7 -4 8 6 -2 -3 12 -6 -11 -7 -1 -10
right_child=1 2 3 -5 9 11 -8 -9 13 10 -12 -13 -14 -15
leaf_value=-0.075163173083687682 -0.040908644409958041 -0.081924724283069197 -0.056245893272106141 0.014169968741857296 -0.079135458783427051 -0.11278179031372036 0.030255468734796571 -0.026798638195410774 0.088309729613514271 0.029966808919953149 -0.057116805686716315 0.064155452027993567 0.049100558196763483 -0.057567314948222273
leaf_weight=68.067997269332409 561.35004073381424 872.84989481046796 923.1473686080426 6724.0360043626279 4581.458335458301 34.112902633845806 4958.653944959864 1901.3955178391188 38.715348670259118 177.02579960413277 1481.8151729591191 3842.3658089321107 492.09048564359546 474.7963669039309
leaf_count=1586 2920 7283 6154 24238 98237 171 17022 7724 319 2494 24441 20514 2415 8303
internal_value=0 0.0146644 -0.00759077 0.00566956 -0.0610825 0.039347 0.0230185 -0.0441427 -0.00453407 -0.0708119 -0.0478235 0.0625984 0.0340006 -0.0465692
internal_weight=0 19817.9 10421.4 7647.18 7313.97 9396.48 5520 2774.25 1073.67 6240.3 1658.84 3876.48 560.158 513.512
internal_count=223821 86026 45399 30392 137795 40627 19942 15007 12623 125172 26935 20685 4001 8622
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=115 157 136 4 19 157 82 157 82 67 164 123 72 92
split_gain=2013.94 916.063 566.459 687.561 426.953 376.952 350.865 280.373 251.106 287.49 64.783 42.4137 20.3342 22.6995
threshold=0.022627623684544403 -0.067453422964110568 0.024454531030178698 0.0058735755971087598 0.08039374168621323 0.007309241021692725 -0.093490451551713538 -0.25888861473020347 0.4236924855695744 1.2132620247051171 -0.29382407844360575 1551.5000000000002 0.053623707100729438 -0.013754680152920353
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 8 -3 -1 9 -2 -10 -6 13 -7
right_child=5 4 3 -5 11 12 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.064429414964557868 -0.022267342218475678 0.05194441387818316 -0.0086229835310665786 0.085175999340627875 -0.061573922534079374 0.33418809319493109 -0.030682657228551957 0.025423472820643462 -0.0088399178321357502 0.083125280452543471 -0.065568253544562013 -0.12268221441871362 -0.079201856723673483 -0.085554851985293126
leaf_weight=4196.5610309876502 2749.3425553496927 851.45907607860863 5025.8270843634382 925.36125282663852 1464.8435826245695 2.5201721591874957 1296.387236174196 3285.5190075812861 228.93175895512104 285.71998922340572 1668.3265678957105 123.12810142803937 2356.6608155854046 2.6360054966062298
leaf_count=25333 16954 4671 19033 3830 43196 21 8965 16348 922 1623 19904 767 62222 32
internal_value=0 0.0168059 0.0289872 0.00596199 -0.0269954 -0.0459161 0.00207274 0.0473012 -0.0301852 -0.0123457 -0.0587232 -0.0663121 -0.0787678 0.119602
internal_weight=0 17169.1 13433.3 5951.19 3735.82 7294.14 2147.85 7482.08 4932.32 3035.06 1897.26 1587.97 2361.82 5.15618
internal_count=223821 122143 64544 22863 57599 101678 13636 41681 39403 18577 20826 43963 62275 53
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=95 12 183 69 151 108 132 160 118 193 117 151 179 193
split_gain=2286.01 780.465 613.051 442.234 320.933 286.304 291.955 277.639 273.411 232.636 186.441 140.231 416.823 54.9852
threshold=0.034399202102999842 1.7285704009875185 1.0902802386014649 0.11541818903953256 -0.073045092999223946 1.8488275276998307 0.17511614211574597 -0.24627426133814273 0.39007965480026002 0.049608563066321477 0.75454481048838729 -0.4643627575944913 -0.19159679880709329 0.36327027967170783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 11 7 6 -2 -5 -4 -3 -7 12 -1 -13
right_child=1 2 8 4 -6 10 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.35935490682561949 0.01258771150928855 -0.057567594929671187 0.0018750743497244139 -0.07206801511371029 -0.075855808700799332 0.060503484755164906 0.054597464026722359 0.089987884475074775 0.050455984880654309 -0.013963822907873031 -0.027803132283272941 -0.078282102503743511 -0.083541486169807097 -0.036781518449688876
leaf_weight=29.65930050611496 2378.5920103695244 1654.6407733112574 2778.7950857952237 140.53667171765119 316.46476113144308 309.00178703851998 5432.7936094850302 426.70817080140114 1986.7246076613665 4696.5681302081794 1056.6771793290973 4144.347743878141 74.940656390041113 345.90090226009488
leaf_count=464 7052 14473 7856 2412 3408 803 15844 1902 4418 24836 2575 131686 1541 4551
internal_value=0 0.012836 -0.00498196 -0.059959 0.00482588 0.03442 0.0418054 0.049838 0.0221282 -0.0253236 -0.00782267 -0.0724188 0.0420417 -0.0750852
internal_weight=0 20293.8 11116.7 5478.56 883.71 9177.06 7811.39 567.245 4765.52 6351.21 1365.68 4594.85 104.6 4490.25
internal_count=223821 77857 51583 145964 7722 26274 22896 4314 12274 39309 3378 138242 2005 136237
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=0 190 97 100 65 118 167 129 196 56 29 41 8 139
split_gain=538.273 288.448 270.009 424.168 263.973 254.17 205.357 192.751 147.212 137.273 110.37 114.437 112.264 108.066
threshold=4.7688573187567762 0.40226146860060391 0.31444976004679415 0.73719989976177336 1.4777338523735117 0.10377939341070767 -0.1113093024215126 1.0187347616272378 -0.083083041376572256 -0.20057176653838657 0.81875303565324697 0.5865032833439493 -0.026910657223739042 0.15451669267712895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 7 -1 13 -4 -6 -8 12 -12 -3 -2
right_child=1 10 4 -5 8 -7 9 -9 -10 -11 11 -13 -14 -15
leaf_value=0.031521525955089773 0.036054317508317765 0.070629331522529676 -0.025918344983363619 0.10584939910288632 0.57722016058670211 0.0021696506211489079 0.059577123877058484 0.021664183351407035 0.041901517248008113 -0.054430375933342913 0.13289863476222738 0.0070752415564644209 -0.022248232258189667 -0.031483400841353371
leaf_weight=7692.9325889693573 509.68203894002363 181.60830838512629 3158.0296701826155 607.27838033437729 5.1647618710994712 4785.3882524734363 110.28229154553264 1165.5430243583396 959.23629911523312 2494.6222040560097 165.89723006822169 128.099534438923 459.23187862476334 442.70077474787831
leaf_count=52896 7524 1070 17176 966 7 30170 1967 4631 4307 93296 366 591 4037 4817
internal_value=0 -0.0220855 0.0165308 0.024237 -0.00253891 0.0202652 -0.0350757 -0.0130911 0.0447684 -0.0496037 0.0273455 0.0780752 0.00407243 0.00466043
internal_weight=0 4492.12 18373.6 13085.6 5287.97 12478.3 3557.29 4323.57 964.401 2604.9 934.837 293.997 640.84 952.383
internal_count=223821 113668 110153 84032 26121 83066 107604 21807 4314 95263 6064 957 5107 12341
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=157 19 115 160 142 187 174 128 157 151 136 180 157 129
split_gain=1066.86 738.386 364.403 446.284 322.091 191.847 176.467 175.197 151.358 132.902 156.941 122.635 18.9251 21.4578
threshold=-0.25149052903702024 0.2087664549092357 0.48712589097224346 -0.15811469552893029 0.0010809427378166878 0.31464859198013573 0.0077100121903583285 -0.28218186624161407 -0.41854548417762621 0.17303538716728803 0.40551054265028613 29.380856760374837 -0.49176382482268366 1.0154778206637769
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 11 -11 -10 -1 -14
right_child=1 4 6 -5 7 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.083482772040182493 -0.030916784621932581 0.063234747313584763 0.10427239037976327 0.010347721795529645 -0.028489749977993296 -0.0039239508342092718 -0.048207203057928263 0.024877408522246926 0.086655399444739836 0.064200141275124412 -0.047889336687732549 -0.045198873585423842 -0.015135725847178282 -0.067031682330178269
leaf_weight=692.51844757143408 3173.3584844730794 3464.5741096511483 79.070785144343972 15056.182001627982 760.45187043771148 484.88318687677383 1892.5318813957274 3219.3959238156676 72.688901083543897 284.19570595957339 222.87076975405216 2384.1207357216626 92.173199586570263 587.56720741093159
leaf_count=8898 23764 36160 528 65701 3248 2115 23255 13073 1214 1794 1822 32451 1039 8759
internal_value=0 0.00889791 -0.00125248 0.00316449 0.0347576 0.0549895 -0.042092 0.0146802 -0.0443903 -0.0316776 0.0149335 -0.0412977 -0.071848 -0.0599946
internal_weight=0 28130.4 20201.1 18229.5 7929.31 3949.46 1971.6 3979.85 4336.13 2963.88 507.066 2456.81 1372.26 679.74
internal_count=223821 167844 113248 89465 54596 38275 23783 16321 55977 37281 3616 33665 18696 9798
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=139 127 37 68 180 159 123 139 157 34 142 68 31 106
split_gain=2665.17 711.274 660.223 541.802 336.654 304.815 289.565 146.439 136.671 135.512 128.148 98.8833 212.608 60.6464
threshold=-0.041574181965245795 -0.26995053821412268 37.843999294166075 0.012860537781015102 37.027443105756369 0.15921370449443131 344.50000000000006 -0.22220823211977994 -0.34683522364676694 0.23689034234758319 18.739160603096369 0.16490443532553414 -0.1465025563620069 0.26173300661582238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 13 8 -5 10 -8 -4 -6 -1 -2 -13 -3
right_child=2 3 4 5 9 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.05892888878539615 -0.077668243493666494 -0.077581892937849395 -0.078723426868861662 -0.030341591029673889 -0.06535744120836727 0.015884070520479399 0.036155338568216989 -0.026378994643986242 0.057290554069901245 -0.0028087170218318459 -0.18437843921732591 0.23714978071673359 -0.051631563927578297 -0.028750985613837834
leaf_weight=4263.9570760075003 4683.9636580776423 815.8828835170716 82.07957857940346 1684.7276864787564 763.29234097152948 9306.4910423662513 794.45831256918609 708.36693965364248 739.25932927522808 634.1272944919765 21.757701463997364 26.072729928418994 1148.9763104403391 369.53898148424923
leaf_count=23664 100184 23635 647 6137 7821 37024 3853 4839 2816 2052 53 144 8755 2197
internal_value=0 0.0155903 -0.0535683 0.00187123 -0.0071107 0.00879863 0.0444493 0.00667935 0.0436982 -0.0369738 0.0576937 -0.0711614 -0.0452239 -0.0623595
internal_weight=0 17965.2 8077.77 12176.6 2218.76 10991.2 5788.54 1502.83 821.339 1397.42 4285.71 5859.01 1175.05 1185.42
internal_count=223821 101402 122419 68993 13336 43161 32409 8692 3463 9873 23717 109083 8899 25832
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=139 151 136 19 74 187 0 166 34 120 159 9 170 139
split_gain=1645.77 873.584 565.835 383 454.917 322.04 287.654 129.067 71.5406 37.0502 28.4768 65.7097 10.313 9.41138
threshold=-0.089560821401240817 -0.041362409767616466 0.033050029782365126 0.12533159641059732 -0.038992673807142754 0.078119636434022283 0.87014065352892989 -0.24642783910921795 -0.02122685429420659 0.8008034039308064 0.098385172021147424 -0.055477075030575841 -0.19814233745478316 -0.13482688594483744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -4 -2 9 -5 -1 11 -9 -12 -11
right_child=1 3 5 8 -6 -7 -8 10 -10 13 12 -13 -14 -15
leaf_value=0.094073120301406493 -0.048181765467459059 0.033349337436282669 -0.031492742116562569 -0.038971198606318515 -0.024347747126564276 0.018867263822971995 0.048070151056269446 0.064137904637027857 -0.076064825165268787 -0.083675685818729861 -0.016373425227459673 -0.069732225160494238 -0.079296178473379206 0.041712461610540499
leaf_weight=58.053576089441776 325.61921893619001 2118.2392110489309 1980.8585461545736 1468.4686213508248 3850.8673573844135 3537.4574531251565 6683.9869991736487 46.681910970248282 804.94984939601272 19.670375838875774 26.312656652182341 170.8894322142005 2587.5990580590442 8.6045810580253583
leaf_count=272 1165 12221 8037 18947 22956 18527 38856 447 15833 79 708 3296 82443 34
internal_value=0 0.0081075 0.0247424 -0.0171761 -0.00387295 0.000790001 0.0435989 -0.0720971 -0.0521049 0.0483533 -0.0757695 -0.0410092 -0.0786628 -0.0455178
internal_weight=0 20770.4 12527.9 8242.53 5969.11 5518.32 7009.61 2917.81 2273.42 86.3285 2831.48 217.571 2613.91 28.275
internal_count=223821 136542 66585 69957 35177 26564 40021 87279 34780 385 86894 3743 83151 113
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=103 180 169 173 129 19 186 64 106 195 63 0 106 169
split_gain=2089.86 755.119 452.191 417.969 415.836 396.098 319.228 222.501 196.324 170.413 134.574 92.6666 73.5837 52.4666
threshold=0.12357274827542386 36.848058902275774 1.8952941875805489 -0.11749197323647129 1.0187347616272378 -0.38666783550499856 9.5000000000000018 -0.0073136886235560397 -0.3142285943685667 0.22162928980237653 0.10740359599727405 0.74675832044116064 0.94165249118655403 5.2927069280431551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 8 -5 10 -7 11 -3 -9 -2 -1 13 -4
right_child=1 3 12 4 -6 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.079835759608723286 -0.0055632776678483558 0.029601004915806885 0.014958956437198296 0.046556101257938506 0.0060842534279830322 0.073885474224338887 -0.034980294224834278 0.032340073316030622 -0.061553541644950853 -0.043937801641933304 0.11269637998583103 -0.077587634345087531 0.18379109223777618 0.13315719700505255
leaf_weight=37.943863239139318 144.91891690250486 352.89794889092445 107.5808348339051 8118.4430180164054 3693.8260407065973 288.93167969398201 3974.4947200808674 315.08631789777428 714.95735423732549 4157.9245129209012 286.37988165207207 2573.3632485866547 62.241618206724524 57.694483488798141
leaf_count=556 809 716 413 26687 9252 761 21605 5092 3803 62693 634 90515 185 100
internal_value=0 0.0159695 -0.0476489 0.0284838 0.0339001 -0.0183639 -0.0276025 -0.0521055 -0.0314294 -0.0385647 0.0729604 -0.0753002 0.0911193 0.0562197
internal_weight=0 17574.8 7311.83 12880.1 11812.3 4694.73 4263.43 7084.32 1067.86 4473.01 431.299 2611.31 227.517 165.275
internal_count=223821 64267 159554 40458 35939 23809 22366 158856 4519 67785 1443 91071 698 513
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=10 188 90 95 86 82 158 81 170 17 194 19 39 24
split_gain=476.652 487.63 254.217 287.686 478.627 283.07 204.119 207.343 187.295 154.732 147.027 131.984 41.0605 38.1777
threshold=-0.017860645585767713 0.75390982631653314 -0.073834099120874089 -0.057092726281985508 -0.034707463819676786 -0.25776224758160332 -0.1275542047611728 0.44632586156855197 -0.038415667808521937 0.57806670944478933 0.018101960521958966 -0.36764056701986875 -0.0011373419830576254 -0.14557919607670741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 -4 -5 7 -2 12 -1 -8 -10 -3 -11
right_child=1 8 3 5 -6 -7 10 -9 11 13 -12 -13 -14 -15
leaf_value=-0.075054160426522354 0.016866322988513881 0.17438892623615743 -0.043908972403996521 0.23734516554983626 0.16100949632436279 0.016985831685565139 -0.070195556975182746 -0.048941425193105514 -0.063751867214725408 -0.085402660519905055 -0.025023306177473888 0.03161077378791672 0.40948955629260997 0.19734724519875232
leaf_weight=395.9274085778743 1370.9120833682828 44.459141407161951 169.6704217181541 58.526661281939596 347.27513919817284 14720.063597126864 1407.1137907593511 735.72217115387321 158.12839171104133 5.7676978670060626 1476.6882339240983 1765.8917008610442 8.9190615024417621 27.755014382302761
leaf_count=6841 6348 122 2630 455 2740 91053 76384 7511 844 125 21397 7303 24 44
internal_value=0 -0.0131266 0.018293 0.0204235 0.0937517 0.0178585 -0.0297789 -0.00611641 0.0288994 -0.0575881 -0.0470645 0.0237733 0.213672 0.148699
internal_weight=0 6967.83 15725 15295.5 516.946 14778.6 4990.44 2106.63 1977.4 429.45 2883.8 1924.02 53.3782 33.5227
internal_count=223821 119933 103888 96878 5370 91508 111640 13859 8293 7010 97781 8147 146 169
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=156 51 13 154 67 184 144 124 142 194 46 184 164 26
split_gain=1026.24 668.22 475.102 362.404 312.393 245.795 229.624 199.784 177.396 165.612 251.699 163.37 139.799 102.446
threshold=2.4757764996998883 136.5390141945839 0.01172404690342275 0.15757178895665244 0.057670448716345885 -0.061613038433757879 0.17506273464466474 -0.1937315990515131 -0.071682308134579445 0.080769547764751939 0.03347019352913351 0.4692743773544012 -0.016243084195339857 -0.27804674353487419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 11 -6 13 -8 -5 10 -4 -2 -1 -3
right_child=1 6 9 8 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.053819010745451062 0.05010882314639066 0.29640908140523575 0.061792478081428209 0.061079781259914381 -0.020852859030662443 0.027094863341510289 -0.041602463965461203 -0.0005401585826164579 -0.011218579758370867 -0.015912021340897656 -0.0041819474218377324 -0.01314626415038166 -0.023745868134225898 0.022398945533953656
leaf_weight=4432.0578026566654 6136.4053056798875 13.769537605345247 1129.634966801852 386.35723267775029 1513.4530251603574 3641.8771778922528 2229.9052893873304 2528.3276401646435 2791.167003640905 1363.7216062657535 1184.7538729067892 437.4060064163059 2373.6187914870679 1504.2525730058551
leaf_count=54819 51692 91 7212 3268 5651 14086 20812 11709 18498 4593 6131 1650 14711 8898
internal_value=0 0.0173556 -0.0189922 -0.0303116 0.0314477 0.0130188 -0.0089799 -0.0197837 -0.00242778 0.0117312 0.0280197 0.0459 -0.0433304 0.0248844
internal_weight=0 18005.4 13661.3 9983.2 11729.1 5155.33 6276.26 4758.23 3177.52 3678.11 2314.39 6573.81 6805.68 1518.02
internal_count=223821 114589 109232 91296 73079 19737 41510 32521 21766 17936 13343 53342 69530 8989
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=53 166 194 174 115 187 14 179 30 125 129 73 137 174
split_gain=2295.12 809.44 534.265 481.253 378.452 352.414 332.684 262.425 158.749 105.676 75.8387 71.6149 68.3018 43.583
threshold=0.029153188727702211 -0.069302737515932633 0.052715109557699091 0.27427842915417938 0.33128822033563193 0.084254038711880572 0.10065196829516017 1.0330000219006237 22.628625949508621 -0.17773710529926046 1.016485859467835 -0.14541862702378855 -0.035987000343475371 0.089512341161909342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 9 -3 10 -2 -4 -8 11 -5 -1 -7 -11
right_child=1 2 7 5 -6 12 8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.02342021389464069 -0.070773367386531616 0.016224872998870071 0.00091015556852601831 0.082112830850078325 0.05259541823154848 0.11226736029674322 -0.075884602962575376 -0.060649379755835842 0.030702618931553589 -0.079704562823445277 -0.018996811196592397 -0.075861192038945743 -0.07363310513166553 -0.053468002825835116
leaf_weight=187.87575215287507 1554.2773060305044 7876.5546438815072 3529.1782855940983 406.94918130524457 4492.8848600741476 20.89297116547823 178.10146871581674 861.54200175590813 648.63775029219687 4013.2904444336891 90.720857489854097 118.4702104665339 365.70219690538943 751.7419217294082
leaf_count=2122 14234 30022 13780 1164 28068 53 1035 3468 2517 112599 566 1335 4537 8321
internal_value=0 0.0110474 0.0187982 -0.0600353 0.0294356 0.00804075 -0.0435116 -0.011169 0.00774092 -0.0719053 0.0636814 -0.0149739 -0.0635864 -0.0755654
internal_weight=0 19141.2 16760.2 5955.64 12369.4 884.265 2381.02 4390.72 826.739 5071.38 497.67 306.346 386.595 4765.03
internal_count=223821 93124 75338 130697 58090 6320 17786 17248 3552 124377 1730 3457 4590 120920
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=115 157 159 29 197 19 157 107 103 124 130 161 72 100
split_gain=1588.64 739.471 661.323 379.889 400.74 366.407 345.678 222.077 204.256 244.616 199.043 99.5727 17.914 16.5133
threshold=0.022627623684544403 -0.26580055143873454 0.10425099496846997 0.12564948342173701 0.037923889708793658 -0.020561391880394197 0.007309241021692725 -0.19119153475056913 0.3511304717742107 -0.30589692971698462 -0.24785278816718223 -0.22539793101427671 0.053623707100729438 -0.070772271567272074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 -5 -4 8 -3 9 -2 -1 -10 13 -8
right_child=6 2 5 4 -6 -7 12 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.034996383754126024 -0.099980685318278945 -0.027257392796304843 0.0045081661626981641 -0.043707300641601436 0.038554025500428669 -0.04415294633788186 0.26604445584954056 0.045448463930182231 -0.012860906599399025 -0.00039444614880797962 0.062428716738971893 -0.065481123461400267 -0.078361999622497319 -0.085263289083524166
leaf_weight=220.81484747678041 274.24569416511804 499.00182032771409 2819.0620867200196 921.35149013251066 1657.7041457602754 3430.2803204543889 2.9055240917950869 2657.287166451104 474.49391463771462 2451.5316209979355 4167.4839233607054 1485.3090097447857 1984.3612977387384 2.4801198355853549
leaf_count=973 2872 1683 14014 3073 6493 53707 20 16153 2101 14050 26047 20380 62222 33
internal_value=0 0.0149334 -0.00335757 0.0396254 0.00916668 -0.022202 -0.042947 0.0339538 -0.0281178 -0.010414 0.0575264 -0.0527411 -0.0778677 0.104265
internal_weight=0 16373 9405.63 6967.35 2579.06 6249.34 6675.33 3156.29 4685.58 2725.78 4388.3 1959.8 1989.75 5.38564
internal_count=223821 122143 85557 36586 9566 67721 101678 17836 39403 16922 27020 22481 62275 53
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=103 136 189 19 170 72 64 152 100 19 0 155 152 193
split_gain=1800.41 700.003 445.388 331.588 294.637 246.303 175.658 199.054 174.303 148.916 82.1372 75.6927 50.0696 33.0791
threshold=0.075611558188287561 0.031236627312796379 35.500000000000007 -0.1816833429060237 3.0028949567163612 1.0248136159082504 -0.0065255013289461641 -0.41584321606334301 1.2447137809437119 -0.44356481131711306 0.67043730396413059 -0.282544070306884 -0.20442703312445948 1.0032482178775279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 6 -4 10 -8 9 -2 -1 -10 -6 -14
right_child=1 2 5 -5 12 -7 7 -9 11 -11 -12 -13 13 -15
leaf_value=0.078137485803734613 0.07301011432489922 0.038771838107585478 0.036776325291700225 -0.020427549402101144 0.17246147369500953 -0.011015136340781415 0.10897252175362029 -0.043601912256056724 -0.17009574171762065 -0.047726616709714863 -0.077600967601984872 0.11925730826834449 -0.088468907765868104 0.091636582318963419
leaf_weight=34.368550615385175 106.98807245213538 1286.4609134681523 9849.1104785492644 3576.8025960158557 60.670352237299085 1210.9583004452288 87.831375078298151 3232.5854507414624 10.020784199237822 2261.7586321532726 2310.2816373622045 92.427090572193265 14.834904761984943 32.622852198779583
leaf_count=442 743 3845 27896 13600 104 3073 932 55850 13 27287 89667 177 121 71
internal_value=0 0.0127686 0.0204535 -0.00476776 -0.051242 0.0315437 -0.054363 -0.039566 -0.0367501 -0.0422734 -0.0753181 0.0909547 0.112277 0.0353371
internal_weight=0 18394.5 15923.3 4863.26 5773.2 11060.1 5665.07 3320.42 2471.19 2368.75 2344.65 102.448 108.128 47.4578
internal_count=223821 76634 48414 17445 147187 30969 146891 56782 28220 28030 90109 190 296 192
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=10 191 127 173 151 82 22 173 108 62 44 9 14 183
split_gain=401.644 427.761 319.297 223.48 290.881 262.376 258.86 256.753 256.099 196.478 164.964 154.645 151.197 117.99
threshold=-0.054236027038492611 0.89834943639291487 0.51832983549449019 -0.048818319354023677 -0.35367794793280211 -0.049872299889141346 0.055837575534288891 -0.015773303668488056 2.0502160226948054 0.03168226276678917 -0.00095212101383013918 -0.12423866234640921 0.74804941313139739 1.0845861516240403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 -5 11 -6 -8 -2 -3 -1 -4 -12
right_child=1 10 12 4 7 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.058403850883928625 -0.057109397377282045 0.12667480190824315 0.048484932845654423 0.24292193432060794 0.050689800745841562 0.066546337022540161 0.011877382379599889 0.0060054320245868428 0.12269025777420613 -0.016304944678508935 0.060484305968534206 0.032810927498835095 0.66604131750389528 0.0027887984556736879
leaf_weight=820.18943679472432 1606.0895517803729 179.42730572633445 537.17402330925688 113.95816890709102 2482.0856124674901 324.543790997006 7391.429579610005 2668.210886397399 214.61350054387003 4448.5422474816442 579.41398102790117 240.33083736244589 3.9940025247633448 912.9431962929666
leaf_count=12437 71841 405 3741 422 13637 1292 45460 14234 618 51265 1328 2477 80 4584
internal_value=0 -0.00909947 -0.0205511 0.0186053 0.034197 0.112383 0.00855069 0.0275402 0.0150041 -0.027129 0.0360814 -0.0377331 0.0530427 0.0251893
internal_weight=0 8267.58 6595.8 14255.4 5588.8 438.502 8666.56 5150.3 7606.04 6054.63 1671.78 1060.52 541.168 1492.36
internal_count=223821 133244 126927 90577 29585 1714 60992 27871 46078 123106 6317 14914 3821 5912
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=156 151 48 139 139 130 76 11 114 134 19 19 142 122
split_gain=862.732 680.788 544.142 528.115 379.532 330.73 195.671 194.545 192.475 182.907 137.453 108.166 105.965 105.79
threshold=2.4757764996998883 -1.0000000180025095e-35 11.168813578355428 -0.031984327921221266 0.37946291754650946 -0.211734895227842 0.32490802070241348 0.36140769183217941 21.509978059552761 -0.06233982927732782 -0.17276835648418634 0.3714728352665248 -0.087910820312639956 -0.020376041908028487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 6 13 -3 11 -7 -9 -1 -2 -6 -4
right_child=2 4 5 -5 12 8 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.02953911172638073 0.035398289349070904 0.013773475218766693 0.041377820119869631 -0.056081349732554325 0.072397613803786606 0.018044648291866153 0.074425159898680052 -0.048806713027012866 -0.035121979697049228 0.02386207772758989 0.024335936405540874 0.066927207333706037 -0.038211840839087852 -0.035979184985576104
leaf_weight=753.6367853321135 5524.7637531422079 3800.0801034718752 190.24544061720371 5061.3565902980044 91.316780619323254 5476.1990747116506 618.48543576709926 473.00189440697432 777.60725615918636 1293.7244286611676 1274.2861432209611 1354.9753104820848 1680.9914646120742 2498.460686897859
leaf_count=4811 31562 19158 1081 61839 640 27873 2873 2155 4694 6475 6570 18508 13341 22241
internal_value=0 -0.0176466 0.0161193 -0.0388049 0.00658203 -0.00117592 0.0222631 0.0340066 0.0114338 0.00440662 0.00431436 0.041608 -0.0325128 -0.0305056
internal_weight=0 13280.2 17589 7089.28 6190.87 8942.51 4418.57 8646.47 6253.81 1766.73 2027.92 6879.74 1772.31 2688.71
internal_count=223821 109232 114589 73220 36012 55889 22031 58700 32567 8630 11381 50070 13981 23322
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=76 174 114 194 121 109 61 155 11 35 35 46 45 129
split_gain=2075.14 772.754 653.405 353.463 316.912 306.509 215.434 182.18 142.874 137.447 126.852 59.5809 42.7833 48.7978
threshold=-0.014853577631958452 0.16222543732745257 8.2395168281351925 0.043337705625759816 0.049042396517591173 -0.17327318542755046 -0.03474782553506138 -0.24891507072628841 -0.16909072156659569 -0.081429878672345038 0.13344154672444508 0.073809173630202549 0.025219471563539205 1.0153163336371029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 9 11 8 -6 -7 -4 -3 -5 -1 -2 -14
right_child=1 3 5 10 6 7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.073184270072729096 -0.08101146936239674 0.12709505034283616 -0.07905143256507674 -0.065300974922700469 0.029292479640820043 0.03223477838146422 -0.025225433310764274 -0.004811051604227401 0.044226049279204885 0.016547982617543502 -0.017217328748684483 -0.025075936096426218 -0.020540214871353046 -0.069120894092166318
leaf_weight=937.03221912030131 3184.9334177384153 123.13079435192049 95.472277346067131 951.87070672679693 1326.4493271056563 2212.9314623009413 1598.1006106678396 3317.5422476967797 6148.0143450815231 1299.1162040038034 1295.2256941758096 354.95180945470929 257.9045585449785 1042.6978465057909
leaf_count=21368 92886 455 529 10796 6042 8386 7648 15622 33692 4751 5211 1924 2445 12066
internal_value=0 -0.0469286 0.0150585 -0.0128937 -0.0187202 0.0271555 -0.000498467 0.0100123 0.042341 0.0261186 -0.0375856 -0.0599673 -0.0747705 -0.0594875
internal_weight=0 8154.88 15990.5 3669.34 4216.53 11774 2924.55 5530.47 6243.49 1422.25 2247.1 1291.98 4485.54 1300.6
internal_count=223821 128610 95211 21213 36982 58229 13690 24008 34221 5206 16007 23292 107397 14511
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=15
num_cat=0
split_feature=13 73 10 13 181 9 129 115 3 167 166 91 158 152
split_gain=1393.72 790.899 424.554 376.589 363.961 229.006 206.333 199.865 125.176 126.102 96.3123 87.2282 80.1513 44.2497
threshold=-0.03336503959441136 0.25587057005274599 -0.26460567482338254 -0.35091439063803814 -0.016523796034885938 -0.11357617980663663 1.0185662009428562 0.022627623684544403 11.7628672038104 -0.36745480912842321 -0.25575767869685823 0.038533021149777906 -0.15016359689897438 -0.035360506098035642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 -5 6 -3 -1 9 -4 13 -7 -10 -2
right_child=2 5 8 4 -6 11 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.06337575256142966 0.09858900785725086 -0.023945809789506965 -0.19138865130310728 -0.012189032037967921 0.026840288387012065 -0.022567797687907204 0.046508279927288537 -0.014909064072573816 -0.020630774921724278 -0.0054842655514443783 -0.058072845228752695 -0.061833427636037622 -0.072736128345961548 -0.012765744067453642
leaf_weight=2635.8006360363215 232.32482133805752 1251.4418273782358 39.104034196585417 3612.0116491047665 7058.3459257604554 904.43921638652682 622.41899325698614 372.17062664963305 325.36406361032277 545.2773429332301 60.317776192910969 1510.851383744739 3186.5150259793736 42.161686193197966
leaf_count=15798 1392 4882 71 20021 35766 3923 2250 1044 3227 10242 391 20096 104532 186
internal_value=0 0.0106897 -0.0519284 0.0224383 0.0136285 -0.0267772 -0.000543878 0.0536897 -0.0607778 -0.0179241 0.0563422 -0.0471299 -0.0679087 0.0814847
internal_weight=0 17967.5 4431.06 13678.3 10670.4 4289.15 1873.86 3007.97 4096.26 584.381 334.804 2415.29 3511.88 274.487
internal_count=223821 103780 120041 72629 55787 31151 7132 16842 118072 10313 1969 24019 107759 1578
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=73 190 12 130 0 73 8 9 144 89 189 106 195 38
split_gain=1533.8 551.955 444.331 403.887 370.074 341.059 222.481 219.613 197.828 122.185 107.774 105.232 87.8318 59.464
threshold=0.1010746346586754 0.060381848309164994 1.6496174368738881 -0.335175762801392 0.90967121768883852 0.68727635195833825 1.0361516938161544 -0.15063101999131076 0.16808879943879593 -0.097727789061741913 34.500000000000007 1.057478719010404 0.22162928980237653 25.025110279414815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 9 7 -5 12 -1 -2 -3 -9 -4 -6 -8
right_child=1 3 11 5 6 -7 13 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.067013239908482805 -0.032015700856855005 0.41297394370049284 -0.059320114096577628 0.0042744033449687666 -0.017327153045200494 0.036490099384104711 0.0051767013958293542 -0.06006378407863816 0.044000766486502266 0.091356352353242423 0.096010492294721375 0.21730206066054847 -0.066658727566787881 0.11642080540179683
leaf_weight=158.91154506150633 541.20094657223672 12.037501718848942 1865.7965793600306 8756.5301684746519 394.17759996932 5260.3294985610992 204.21682418417186 51.54653400182724 931.76089534442872 631.73457730561495 312.28099679667503 13.854307834058998 4276.6498644957319 62.835519913583994
leaf_count=2345 1537 23 22717 32072 10198 13420 1524 464 2818 2200 779 120 133472 132
internal_value=0 0.0115507 -0.0250543 0.0199216 -0.0489499 0.0163645 -0.0574201 0.0310614 0.0160705 0.0973701 0.0738981 -0.0572812 -0.0624956 0.0313516
internal_weight=0 18013.2 3352.61 14660.6 5460.62 14016.9 4937.88 522.739 1472.96 643.772 363.828 1879.65 4670.83 267.052
internal_count=223821 74907 27192 47715 148914 45492 145326 3588 4355 2223 1243 22837 143670 1656
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=69 169 39 74 133 128 70 74 128 98 39 187 177 152
split_gain=405.15 266.999 295.027 355.844 259.362 243.836 204.499 191.463 176.018 126.133 155.313 92.2874 72.5133 122.594
threshold=0.032909122427016567 -0.073064136337180327 -0.016570760384947592 -0.23052344083370968 0.048010213915824725 -0.41050633337837944 -0.021464407130603751 -0.063104113634292788 0.55520160929154827 -0.034079732323807357 -0.077302839128858977 0.67637079714985482 -0.15354837254799511 -0.49937849832923104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 8 -4 5 -2 12 -6 -3 10 -8 -11 13 -1
right_child=1 2 3 -5 7 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=0.59884083325504434 0.72047101963208615 -0.033781773002772811 0.10682232078207417 0.0097143897069142393 0.0011207515820107466 -0.033813846470018394 0.36254771913165329 0.049830389260936907 0.055765935482793717 -0.022479255730411547 0.045666213840372505 0.038477848808409494 -0.06642097390344591 0.0028206050123914103
leaf_weight=3.5904052751138797 4.3156016934663048 2238.6569825005718 391.04245692212135 10780.894129745662 1015.4724778784439 619.52297177258879 17.686285604722798 3930.1352304951288 243.37034065462649 1550.3695013150573 123.27904842374846 295.74494873033836 1045.5300804330036 88.895750557538122
leaf_count=21 29 15644 2607 72155 12885 10201 341 16985 741 23811 2368 1614 61648 2771
internal_value=0 0.0137118 0.00618486 0.0131134 0.0321646 -0.0285958 -0.0251109 0.0398289 -0.0250013 -0.00575202 0.0854239 -0.012714 -0.0589133 0.0259587
internal_weight=0 19223.4 13654 11171.9 5569.45 623.839 3125.1 4945.61 2482.03 1987.08 140.965 1846.11 1138.02 92.4862
internal_count=223821 131247 91147 74762 40100 10230 92574 29870 16385 28134 2709 25425 64440 2792
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=156 114 13 151 166 49 16 178 77 171 145 150 167 62
split_gain=731.385 427.7 373.066 399.203 315.893 319.028 312.508 105.033 108.052 90.1812 65.9936 65.2576 48.3393 35.064
threshold=1.46316369512775 20.110051268876344 0.041317309953734969 0.15229376762789218 -0.28478653294392503 -0.0084104481340676242 -0.21561799403683132 0.52118916450500363 0.11204728425627754 0.53789876802955938 -0.33950715504647577 1.1458530190670895 -0.04495137595475477 0.23782696524096175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 11 -6 -5 8 -4 13 -11 -2 -1 -3
right_child=1 9 7 6 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.064789076266721576 -0.047964583604245936 0.043862789843885211 0.013958147157164683 -0.027736507617080543 0.031226337184062147 0.00602761115609729 0.071257745962551383 -0.049968190782144213 0.090797844748154138 0.41594708085856652 -0.040612647466196861 0.036637830618709531 -0.040099808655998492 0.24721967385571492
leaf_weight=2579.7700915765017 960.71774680912495 71.022159613668919 464.89411847293377 973.98247945308685 8302.5250105578452 12724.368575598113 474.12276554293931 140.06572810187936 301.80978032201529 3.171310691162943 1879.9138218984008 100.73249140288681 1144.989229763858 9.6284871995449048
leaf_count=36305 18282 498 1902 7343 63281 65868 1969 599 1272 43 16601 902 8880 76
internal_value=0 0.00931444 -0.0295068 -0.0398782 0.0132905 0.0159774 0.00467511 0.029659 0.0442058 -0.0354088 -0.0398438 -0.0399357 -0.0571996 0.0681406
internal_weight=0 24052.1 6079.63 5172.86 22088.3 21026.9 1448.11 906.77 766.704 1963.74 1883.09 1061.45 3724.76 80.6506
internal_count=223821 165551 58270 54497 148333 129149 9312 3773 3174 17218 16644 19184 45185 574
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=67 193 155 67 24 182 139 39 139 40 130 195 118 76
split_gain=1973.38 967.299 462.948 356.633 245.735 203.967 197.405 125.896 117.545 76.8634 61.3621 41.5112 34.3481 31.9141
threshold=0.0027328094278361004 0.028323360005451024 -0.24142890580757206 0.42258756873966347 -0.030177197447485656 1.3202803922547044 -0.38134175070075466 8.2311152547974888 -0.38134175070075466 65.310549796419465 -0.36945953130622905 0.30939881799266189 -0.3325616314849959 -0.44534594201860661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -4 -5 10 13 -1 -11 -12 -10
right_child=1 2 6 7 -6 -7 -8 -9 9 11 12 -13 -14 -15
leaf_value=0.19052465867135421 0.031725222794613615 0.018744666492831141 0.060220584692469152 0.062540909982835485 0.00025139738489250425 -0.080339013678957585 -0.044837224146008214 -0.1531564252663255 0.27405569370492183 -0.080202572353560625 0.21813698199556031 0.041867520959689312 -0.095373399362906758 -0.078614402152057727
leaf_weight=24.991122841835022 4947.2426975946873 2565.9249146496877 186.22610945533961 2236.2628018278629 4975.4839965896681 226.0601815674454 4518.7971785329282 27.39117394387722 2.5678389370441428 41.724456712603569 4.3069020453840521 83.823753698728979 18.529070294462144 3457.2459278870374
leaf_count=95 20990 9034 669 18744 24471 1126 34140 59 5 291 25 744 328 113100
internal_value=0 0.0067268 -0.0215366 0.0241143 0.0159435 0.0107221 -0.040679 0.0599309 -0.0734861 -0.0755635 0.0822492 0.00129898 -0.0362448 -0.0783527
internal_weight=0 19683.4 7497.01 12186.4 9922.73 2791.99 4705.02 2263.65 3633.19 3585.36 47.8271 125.548 22.836 3459.81
internal_count=223821 109233 44969 64264 45461 10160 34809 18803 114588 114140 448 1035 353 113105
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=157 115 25 107 0 146 38 74 157 9 115 58 12 83
split_gain=1222.16 734.088 510.617 483.496 282.783 250.83 199.118 157.293 140.673 132.907 68.9571 16.7816 15.289 26.7117
threshold=0.047423713617336431 0.048954036612832409 0.052108237491066099 -0.03470701796714297 0.94694164632941502 -0.26632489348889171 1.1129501407104347 -0.21595143282372273 0.22488822277512069 0.36225004190297527 0.054963843345602274 -0.20383007899521091 3.1969226812420977 -0.14293342215297097
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 8 10 -3 -2 -10 13 -9
right_child=7 5 3 -5 -6 6 -8 12 11 -11 -12 -13 -14 -15
leaf_value=-0.1439070974243872 0.08864596391637776 0.032946580869180467 -0.0065086866502831048 0.039023191047885042 0.053262868128720435 -0.050831569322676087 0.024062772187865886 0.008187348757332652 0.061807679044450461 -0.24388490941143146 -0.073575541359285082 -0.076905700632866447 -0.078748956414235641 -0.066629226148579135
leaf_weight=74.207891084253788 148.16855346225202 644.83499940112233 7994.9181594438851 3292.6811998281628 3676.4478051299229 2951.7818083651364 403.51564833754674 51.274543250910938 9.256789440289138 17.82198054715991 31.833445145748556 150.8614430683665 1647.4735914026387 688.47242302959785
leaf_count=120 984 2605 39121 18637 23580 33079 4343 862 347 34 869 5202 77620 16418
internal_value=0 0.00725004 0.0173952 0.00677332 0.0493618 -0.030721 -0.0418246 -0.0643216 -0.000698527 0.0255013 0.059957 -0.0688864 -0.0733864 -0.0614434
internal_weight=0 19056.2 15038.3 11287.6 3750.66 4017.95 3355.3 2727.34 340.12 662.657 180.002 160.118 2387.22 739.747
internal_count=223821 121519 81458 57758 23700 40061 37422 102302 7402 2639 1853 5549 94900 17280
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=73 12 184 69 19 129 35 193 151 178 2 12 84 122
split_gain=1303.68 467.202 554.679 292.152 282.36 270.786 236.467 181.976 203.174 177.599 143.694 103.743 91.1818 83.1508
threshold=0.1010746346586754 1.5012310895402565 0.076650970991648831 0.14314684256194776 -0.20460076257480578 1.020384058374135 -0.10366934376336688 0.64451217795714955 -0.4643627575944913 -0.17019265243072704 -0.063170578769947902 2.3475293898028533 0.47660870401177236 -0.073509264323761023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 11 7 -4 9 10 8 -1 -2 -5 -3 -7 -8
right_child=1 2 4 6 -6 12 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.067466905391887558 -0.018365671210410026 -0.020688157871536259 0.039849774130912369 0.033736596238167875 -0.00082206024367790934 0.0059127725403009699 -0.081614917756284044 0.00067506660267363701 -0.069019924921042752 0.046774269891654327 0.19006326694406847 -0.065629302875648249 -0.060649904986722791 -0.002193607334770557
leaf_weight=112.39817047119141 458.32284518331289 859.3722635852173 2244.2170361056924 183.96538236178458 7129.7053097747266 556.41876198444515 200.34425712842494 475.17850918881595 3678.4275189284235 4822.8197991866618 86.421630883589387 1276.8208741704002 326.59828976541758 385.43066349998116
leaf_count=2080 1008 3913 6216 692 26140 1270 2309 3874 137979 15403 169 20151 806 1811
internal_value=0 0.0103338 -0.00156429 -0.0469617 0.00891521 0.0325508 0.00634854 -0.0576607 -0.0649731 0.0411211 0.083702 -0.0475499 -0.0187065 -0.0293569
internal_weight=0 17674.3 11510.1 5122.17 9373.92 6164.16 856.162 4266 3790.83 5281.14 270.387 2136.19 883.017 585.775
internal_count=223821 74907 56420 148914 32356 18487 4981 143933 140059 16411 861 24064 2076 4120
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=69 102 124 195 188 181 193 85 65 5 92 138 77 14
split_gain=339.687 247.405 247.536 271.644 235.76 255.671 227.085 166.236 176.69 289.555 149.925 119.71 50.1405 201.922
threshold=0.032909122427016567 0.15341214443859566 -0.15971169688712658 0.2346504259539515 0.97703785721817971 0.15966769705682735 -0.054379534103572907 -0.042779928583842976 -0.053467027539630653 -0.11052161309914374 0.22336545774337871 0.46927157781117745 -0.31680643685504134 -0.11047044621947434
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 12 9 -9 -6 -10 13 -1
right_child=1 4 6 -5 10 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.7738933431081092 0.29405335571196811 0.015905337492667967 0.20953541534511416 0.03792782542656839 0.076576774776042786 -0.01046845681345311 0.027905428013708013 0.34858321462439212 -0.023406482470855319 0.0091642839731569999 0.022521151197911732 0.0661114743728793 -0.072188448322700091 -0.030944568966021602
leaf_weight=3.4861233979463568 83.216851494275033 8705.325672976207 72.601490243338048 82.422881104052067 713.41916845366359 6361.8540905169211 1327.0719373896718 35.200280959252268 2047.3885275081266 87.88808473944664 1827.2334202183411 161.14418878778815 659.55310501810163 29.45658259280026
leaf_count=29 111 76652 679 781 1512 35060 10195 589 45101 3693 6257 952 40719 1491
internal_value=0 0.012908 0.0510067 0.166604 0.00952105 0.00476946 0.0373266 -0.0231535 -0.0103761 0.10623 0.0377001 -0.0168749 -0.0661748 0.0542265
internal_weight=0 19173.1 1565.31 165.64 17607.8 15067.2 1399.67 3024.12 2331.62 123.088 2540.65 2208.53 692.496 32.9427
internal_count=223821 131247 11766 892 119481 111712 10874 92574 50335 4282 7769 46053 42239 1520
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=151 139 139 44 55 193 151 186 114 162 0 38 190 1
split_gain=614.923 916.523 354.17 372.874 277.601 196.137 185.895 178.358 176.674 128.752 115.824 107.895 137.092 76.1304
threshold=-1.0000000180025095e-35 -0.031984327921221266 0.41214562939202942 0.11618578904395498 -0.0061696804972933093 -0.041010142436979161 0.30227497088560956 19.250000000000004 15.622633784179639 0.19565655085021363 4.1790373294923908 -0.083887009663765957 -0.2150958154086815 0.017814411789671348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -5 -2 9 -6 -3 -9 12 -4 -13
right_child=2 7 11 5 8 -7 -8 10 -10 -11 -12 13 -14 -15
leaf_value=0.06287799802251999 0.01989592338892281 -0.021891810895876565 0.26041511965989722 -0.042967923216362149 0.011263756123148847 0.0066343181055907793 0.048372404308864546 -0.059994713204357369 -0.029976050254272364 0.087502300210345343 -0.028065277139030276 -0.030351877254491191 0.010800754262968039 -0.12749755681888189
leaf_weight=854.42783300951123 6244.4375768071041 341.60231406986713 25.481185683980584 982.5516501981765 4577.167008375749 4225.4414021633565 3622.193641256541 3630.3074038056657 1343.8063018387184 157.05283471383154 1653.595295294188 1595.1665604785085 161.16817068122327 84.966752853244543
leaf_count=7497 38140 5377 165 6244 22742 22208 30947 49341 13854 1136 12006 12841 1115 208
internal_value=0 -0.0153643 0.0138356 0.0189237 0.00959335 -0.00272375 0.0303501 -0.0446072 0.00190409 0.0125622 -0.0500024 -0.0272517 0.0448779 -0.0352647
internal_weight=0 12558 16941.4 15074.6 6775.4 5207.99 9866.63 5782.56 5920.97 498.655 5283.9 1866.78 186.649 1680.13
internal_count=223821 111953 111868 97539 44093 28452 69087 67860 36596 6513 61347 14329 1280 13049
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=68 158 154 193 193 124 180 166 140 154 111 45 39 4
split_gain=1656.97 793.622 477.716 455.95 188.51 143.803 90.2807 126.515 72.8449 58.8249 48.1199 33.3135 57.0255 31.5613
threshold=0.0010014066398945016 -0.20021830974047869 -0.26151542047658022 0.020910175460327831 1.1314695132680537 -0.15283365541381203 35.963186077643918 -0.017261910732452677 -0.30098075502806437 -0.24410066178086168 0.06648481854805692 0.10462193869572194 -0.19346608380500505 -0.028193834802377232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 8 7 -2 13 -8 -10 -7 -13 -1
right_child=1 2 3 -5 -6 11 9 -9 10 -11 -12 12 -14 -15
leaf_value=-0.019687070606614121 -0.072096582625777936 0.04261884583140102 0.015860950923324853 -0.024627081678720228 -0.057018438710190127 -0.079829537151815233 -0.04245079331135531 0.03152133317074509 0.015845080987280762 -0.084723141409705549 -0.053870484110795258 0.63075918210796456 0.0013836517225898348 0.13103833533076673
leaf_weight=21.359871471300721 226.57942981738597 4775.0811694283038 8089.1891023786739 4238.9217273173854 197.74885293096304 2818.3466656925157 528.66464967653155 245.51633953675628 130.89624053612351 872.45541033521295 406.39140153024346 1.6348403692245472 12.056210854090748 39.738836123608053
leaf_count=234 2589 27191 39806 24342 553 105797 3060 1446 441 12094 5871 6 191 200
internal_value=0 0.0057988 0.0124931 0.00193947 0.0386567 -0.0696623 -0.0560298 -0.0182094 -0.0251203 -0.0687731 -0.0368861 -0.0790736 0.076537 0.0783453
internal_weight=0 19174.2 17300.9 12328.1 4972.83 3430.42 1873.22 472.096 598.386 1401.12 537.288 2832.04 13.6911 61.0987
internal_count=223821 111081 91892 64148 27744 112740 19189 4035 6746 15154 6312 105994 197 434
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=13 74 13 151 197 159 163 151 11 151 139 151 59 160
split_gain=1107.16 616.013 529.507 437.845 151.284 144.776 98.0704 97.6158 86.2858 50.5661 37.2517 59.0476 33.2643 29.0413
threshold=0.062704213301420078 0.46530598890182634 -0.35091439063803814 -0.046729887495440582 0.035665777182157403 0.08791448403647649 -0.3077401946220788 -0.11004709206000286 -0.27360157273955515 -0.019318230643695807 0.07373988143959638 -0.11004709206000286 -0.32502650130921745 -0.28196167544918255
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 13 -12 -11 -10
right_child=8 5 3 -5 -6 6 -8 -9 10 12 11 -13 -14 -15
leaf_value=0.029571304601344741 0.094871045012725308 0.051249406947629597 0.019581992434805622 -0.017655610863916711 0.073187911284691862 -0.0088648482710540072 -0.061593796143530423 -0.033922631856233613 0.01833679091669789 0.42281736861224523 0.11273475626327484 -0.070532118757578782 -0.096645383344756391 -0.075512278438879255
leaf_weight=1698.4686039723456 50.534914080053568 263.31092870607972 7843.9943378544413 5285.1314580477774 1495.3489038068801 448.02245931327343 1658.3333590859547 275.20438119303435 33.506074637174606 1.2923983521759534 27.976733324117959 47.310718283988535 26.703306154813617 2071.7029955401085
leaf_count=10882 275 855 41479 40291 7558 1595 20443 980 132 11 214 1719 328 97059
internal_value=0 0.00622108 0.0134753 0.00459199 0.0499926 -0.0385485 -0.0503783 0.00772285 -0.0678379 0.0351455 -0.0715468 -0.00243035 -0.0726648 -0.0740186
internal_weight=0 18967.8 16322.9 13129.1 3193.82 2644.87 2106.36 538.515 2259.03 78.5306 2180.5 75.2875 27.9957 2105.21
internal_count=223821 124083 100210 81770 18440 23873 22038 1835 99738 614 99124 1933 339 97191
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=64 118 103 158 61 152 195 61 130 140 128 39 0 17
split_gain=1188.05 481.766 532.984 449.133 359.016 239.084 216.355 169.023 118.796 107.575 90.1865 82.6556 76.539 71.2624
threshold=0.01386160482553307 0.76053982825910793 0.41446534614798508 -0.2756708115815763 0.22862180227319365 -0.27898592693646757 0.22162928980237653 -0.026116077229229206 0.18450735767861107 0.28738421933404373 0.88758144580351839 0.24136363980470757 0.78726834161654591 -0.037572183839905786
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 11 -11 -3 13 -7
right_child=1 9 4 -5 -6 12 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.055626533895310019 -0.067607716632040835 0.089567358677776737 -0.011148141477395936 -0.0064590795467707662 0.032185380118833512 -0.072904580606116112 -0.069606216482054256 0.23161639370248768 0.059439316685023405 0.02939847341053517 -0.12061424023568226 0.041882613610779038 -0.071795714050079659 0.12447485374293413
leaf_weight=29.564733209088445 1480.7335843257606 727.41362760588527 2845.3389029977843 6361.842461887747 5827.9311883281916 34.527704434469342 217.79846417997032 66.70685869269073 106.08398158010095 957.4649718683213 41.82681854814291 726.61588987708092 2736.9883668143302 38.89984917268157
leaf_count=766 12611 2448 9132 45948 17614 623 8253 506 2450 3213 63 1920 118112 162
internal_value=0 0.00702938 0.000887225 -0.0180044 0.0179695 -0.0585742 0.0117844 0.143405 -0.0273388 0.0483786 0.0231195 0.0657381 -0.0690927 0.0316615
internal_weight=0 18969.2 16515.8 7842.58 8673.27 3230.57 420.154 96.2716 323.882 2453.32 999.292 1454.03 2810.42 73.4276
internal_count=223821 92949 85305 58559 26746 130872 11975 1272 10703 7644 3276 4368 118897 785
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=79 169 73 182 64 134 108 84 73 157 100 145 189 107
split_gain=299.678 235.902 298.758 283.872 279.997 255.131 313.371 194.986 150.582 73.316 244.763 77.0536 49.048 28.7584
threshold=-0.053938626639500518 -0.073064136337180327 -0.2241474607455993 1.3202803922547044 0.11274668845010979 0.024555633995604894 2.0502160226948054 0.06869332954762411 -0.11653205291240114 -0.38295982563178599 -0.070772271567272074 -0.071689393385617403 38.500000000000007 -0.025097026475361668
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 9 -7 10 -1 -11 -9 -14
right_child=1 2 3 -5 -6 8 -8 12 -10 11 -12 -13 13 -15
leaf_value=1.5680923058667684 -0.0047643389032663982 0.1101574220522577 -0.0040989315696856312 0.040714850833744695 -0.088648123219147681 -0.0046255208380355569 0.16599940008408384 -0.087211989653714628 0.052768636038372597 -0.013234554946822708 -0.089596737441488994 -0.070793990684071759 0.42607231225611336 0.17870037849529521
leaf_weight=1.2105155102908609 2440.2493915497325 437.01974163856357 12723.696789507987 1590.1674585221335 84.548632089048624 538.0309769436717 112.41590665141121 6.1642557065933934 3040.0504475622438 340.75195910362527 3.3715584781020871 732.58136572036892 5.6171506484970442 28.771823672112077
leaf_count=8 37974 2616 111642 5005 659 4352 195 157 9324 7806 49 43939 16 79
internal_value=0 0.0104073 0.00358842 0.000879558 0.0779301 0.0269079 0.00275586 -0.042718 0.0441384 -0.0508165 0.34834 -0.0525206 0.172545 0.219107
internal_weight=0 20966.2 14835.4 14313.9 521.568 6130.75 2552.67 1118.47 3578.08 1077.92 4.58207 1073.33 40.5532 34.389
internal_count=223821 171767 119922 116647 3275 51845 38169 52054 13676 51802 57 51745 252 95
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=157 19 163 44 108 154 193 148 157 165 193 85 157 158
split_gain=577.831 435.622 288.669 324.725 270.849 136.255 133.626 84.9654 83.5481 72.0931 80.0505 48.0338 11.047 10.8605
threshold=-0.33045230376015794 0.35821493903428719 -0.14123290108862249 0.30303631153645705 1.4378585794041989 -0.05401841760526347 0.16667292246319948 -0.6001018948528446 -0.44576641754345864 0.50954064106306329 0.59675773321114522 -0.012379842627857712 -0.49176382482268366 -0.32950061551276183
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 12 11 -11 -10 -1 -14
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.082812933256879995 0.023167555781936522 0.1559529659228365 0.011660636851155842 -0.020248734103353205 -0.040358079635124187 0.062560937268340652 0.015793343775899412 -0.0058909152089872512 0.044200964259002808 0.04953013370018669 -0.07208233461785836 -0.051268892729289084 -0.061748884282364774 0.070336724276970283
leaf_weight=528.64794029761106 879.21174018830061 33.876987025141716 15481.502555518411 4016.5993490060791 2836.3434900632128 1934.4535115510225 892.95547999814153 763.47674099355936 55.969911924563348 183.49476290028542 76.772018184885383 902.18741564359516 303.94386975560337 6.3551467563956967
leaf_count=8898 9101 231 79427 35037 29726 26744 4868 3133 1612 1448 816 17415 5258 107
internal_value=0 0.00525376 0.000219394 0.00508732 -0.025326 0.0374948 0.0477907 0.000985309 -0.0497361 -0.0330145 0.0136576 -0.0456921 -0.0740215 -0.0590437
internal_weight=0 26838.4 23213.7 19498.1 3715.56 3624.76 2827.41 797.354 2057.37 1218.42 260.267 958.157 838.947 310.299
internal_count=223821 188267 153291 114464 38827 34976 31612 3364 35554 21291 2264 19027 14263 5365
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=67 158 126 155 174 13 180 161 52 77 111 8 115 155
split_gain=1585.27 673.132 445.424 285.495 235.382 105.026 96.3501 116.521 91.8106 63.8161 51.6246 51.4846 42.7572 36.251
threshold=0.0027328094278361004 -0.20021830974047869 0.9128015644411972 -0.22901123677485155 0.23881426736883235 0.5263985670830823 35.963186077643918 -0.087982752901869341 0.19721619763878698 -0.20685207467047079 0.068153971453518716 0.048366974536051245 0.040518384201496942 0.19298006623007966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 10 7 -2 12 -8 11 -1 -7 -10
right_child=1 2 3 -5 -6 8 9 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.044618381644070212 -0.078008812588232321 0.010180800126485746 0.018595258145160255 -0.024275182165573044 0.040310543360144481 -0.083129765086137286 0.0011126277305091685 0.025764397094870162 0.070410562502533344 -0.074275961811825719 -0.078650665866914271 0.1129778741331689 0.08924802628664992 0.27768983645786982
leaf_weight=122.45438991533592 174.90155202802271 5405.5456966143101 2460.1625813869759 4214.5728584136814 4983.1368585340679 79.384367461316288 124.09624310955405 283.73007034044713 49.909571804106236 1179.6556789632887 2811.6693535074592 24.953534939326346 17.575291770510375 10.153942804783581
leaf_count=1278 2175 26541 9435 24870 29352 4655 289 1825 155 14746 108220 124 133 23
internal_value=0 0.00560549 0.0116825 -0.00847407 0.0246331 -0.0713973 -0.0532323 -0.0138101 0.00829918 -0.0671002 -0.0756263 -0.0179401 -0.0518839 0.105452
internal_weight=0 18825.8 17063.4 6674.74 10388.7 3116.1 1762.38 458.632 157.023 1303.75 2959.08 147.408 96.9597 60.0635
internal_count=223821 109233 90198 34305 55893 114588 19035 4000 4966 15035 109622 1402 4788 178
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=13 114 157 82 82 128 173 107 115 157 82 90 19 46
split_gain=974.881 531.04 411.061 541.208 377.745 256.592 214.868 105.532 86.0976 40.8489 48.9898 39.8781 44.989 24.7315
threshold=0.062704213301420078 4.1562709340172272 -0.30148917686859916 0.58799562367268166 0.081651796927700637 -0.21885851869309284 -0.092645162916924886 -0.24108861053354616 -0.18374306406647953 -0.22898097297907566 0.27707038130732281 0.39079024587170658 0.18072897514679839 2.6233770561177967
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 12 -2 -11
right_child=8 2 4 -5 -6 7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.099516039715942611 0.066165511347387934 0.034538038058559366 0.00032663686801758185 -0.042869062479105657 -0.040542006007321441 -0.0088381261470546757 -0.12778542141636365 0.055512634078162648 0.19669663806974813 -0.075820933364107945 -0.04004477305165903 0.4966467554852832 -0.054086602957260491 0.00083271375401074415
leaf_weight=57.411967989057302 63.06158344540745 4550.1438033431768 6156.0387046267278 1126.9462486142293 3575.0060059502721 280.7092204624787 150.88791623525321 2765.8872770061716 11.858536077663301 1862.4960638047196 33.248121805489063 1.684696331154554 61.406520360615104 43.063717696815729
leaf_count=366 581 23511 40980 11252 27425 1259 403 18887 74 94790 446 25 2960 862
internal_value=0 0.00554078 -0.00221216 0.0191721 -0.0146877 0.0422419 -0.0651362 0.0495834 -0.0666843 -0.0718622 0.0221945 0.0133801 0.00683896 -0.0740886
internal_weight=0 18663 15408.1 5677.09 9731.04 3254.9 208.3 3046.6 2076.82 1950.67 45.1067 126.153 124.468 1905.56
internal_count=223821 124083 103168 34763 68405 20915 769 20146 99738 96172 520 3566 3541 95652
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=64 63 186 181 19 152 191 19 77 89 169 115 196 71
split_gain=1026.04 447.269 372.452 372.101 335.699 225.79 224.984 198.618 324.726 90.7302 88.5575 69.5081 64.5457 128.752
threshold=0.01386160482553307 0.38789369118311584 41.750000000000007 -0.023244407881257961 -0.36764056701986875 -0.27898592693646757 0.89834943639291487 -0.12096481191610244 -0.019110021627999806 -0.0065240049994464569 2.6134189965103141 1.1501540989887504 0.79117290022722997 -0.078395373198410209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 10 -5 7 -4 8 -1 -3 -2 -9 -7 -14
right_child=1 2 6 4 -6 12 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.083333172120334822 -0.054744394831525225 -0.078374903011816488 -0.054710579971038092 0.055544090186168238 -0.0010378106295792012 -0.070925805065151948 0.041260749328609229 -0.066699852919286373 0.17120541193916194 0.062778846677143285 0.17487141980184306 0.55491533026121642 0.31077228927496486 -0.032296686992299671
leaf_weight=79.062256547622383 1310.718009473756 46.430420648306608 558.12882791832089 1142.2567550344393 12783.691936495714 2494.3358773947693 434.37886063754559 194.48367742961273 136.91248602885753 2367.2914358116686 17.014655230566859 1.8156319949775923 12.579453646205364 83.905291401781142
leaf_count=2636 17489 53 1751 3964 57415 117818 1630 7134 2181 10605 42 24 107 972
internal_value=0 0.00609668 0.0388594 -0.00121941 0.00360324 -0.0568834 -0.012708 0.0118541 0.078026 0.0600636 -0.0518019 -0.0609503 -0.0678215 0.0124318
internal_weight=0 18659.9 3406.23 15253.7 13925.9 3003.09 992.508 412.274 215.975 2413.72 1327.73 196.299 2590.82 96.4847
internal_count=223821 92949 14039 78910 61379 130872 3381 11975 4817 10658 17531 7158 118897 1079
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=10 96 130 158 139 173 6 58 151 14 173 83 81 185
split_gain=261.207 272.644 213.223 208.556 194.925 154.825 293.613 218.345 194.335 187.308 436.342 253.173 116.917 239.023
threshold=-0.017860645585767713 0.00088521803886417599 0.72374643180046949 -0.35490932657509483 -0.38787581126247145 -0.048818319354023677 0.15872680108952877 -0.12653533991284668 -0.35367794793280211 -0.19113001839573224 -0.090948238820997951 0.59040053603003528 0.79915111605898226 0.033646812957157504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 -3 -4 9 7 -7 -8 11 -11 -1 -2 -14
right_child=1 2 4 -5 -6 6 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.019664695166488475 -0.069772838129542908 0.030331603818736314 0.67339648336757962 -0.017940364164966065 0.059055783937609754 0.14049864700614964 0.076991334106443307 0.042826510187162978 0.0029697639310039352 0.051416233293387896 -0.024173658757504018 0.028885218286557664 -0.081386536586330688 1.134953901027679
leaf_weight=3849.8909866306931 750.79634347674437 1141.2123790699989 5.2303928360342971 4148.7745888235513 411.51899480680004 254.51813449850306 390.14183143153787 2271.8164521162398 3901.9605700632092 2117.2474194446113 1194.4941321569495 1489.707922260277 4.7076888545416287 2.4597005806863308
leaf_count=31338 57772 5287 11 55168 1413 986 1422 11198 26228 18550 10974 3192 266 16
internal_value=0 -0.00958555 -0.0021012 -0.00752662 0.066766 0.0143498 0.0256186 0.0526666 0.00969815 0.00546842 0.0241521 -0.00611963 -0.0659355 0.336036
internal_weight=0 6464.7 5706.74 5289.99 416.749 15469.8 6818.44 2526.33 4292.1 8651.34 3311.74 5339.6 757.964 7.16739
internal_count=223821 119933 61879 60455 1424 103888 39834 12184 27650 64054 29524 34530 58054 282
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=15
num_cat=0
split_feature=166 190 155 92 157 157 74 182 189 189 162 182 33 49
split_gain=508.965 366.037 372.258 229.328 195.231 67.6951 98.2842 67.2253 54.2921 49.2178 192.832 49.6633 43.4006 36.4749
threshold=-0.27262037111638848 0.61299091640597747 0.066972653451094308 -0.036883010060964901 -0.44013042142353903 0.047423713617336431 0.054354094159307233 1.7211358472564784 33.500000000000007 28.500000000000004 0.28997062399820422 -0.053008374877442803 497.6956872423641 -0.26662785542495782
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 8 -3 10 -1 -11 -8 -9
right_child=1 7 4 -5 -6 6 12 13 -10 11 -12 -13 -14 -15
leaf_value=-0.029648032820502931 -0.029796394479353134 0.020192151088749378 -0.072831479428798515 0.0044418824162015995 0.027764359246631232 0.0049055888952210603 0.18110041199447735 0.19118442382713582 -0.032690538208587971 -0.018787234790361193 0.3716296079523867 -0.062029980774942185 0.63825358561071188 -0.075088885537274885
leaf_weight=142.60589372180402 2292.6426998479292 222.13046044483781 197.51727108471096 13334.600230148993 8298.675754093565 74.523263823240995 5.3173752352595312 5.2129539120942345 1540.5327513534576 321.58947906643152 13.073211445473133 1525.1473821718246 3.4074722640216351 391.47874732874334
leaf_count=3042 12846 1078 1771 81484 68823 386 23 30 9446 8026 127 33653 25 3061
internal_value=0 0.00504762 0.00857839 -0.000581149 0.0254257 -0.0462744 0.0420837 -0.0343967 -0.0260263 -0.0499478 0.00404941 -0.0544997 0.359641 -0.0715898
internal_weight=0 26282.8 24123.4 15627.2 8496.19 2085.66 83.2481 2159.35 1762.66 2002.42 155.679 1846.74 8.72485 396.692
internal_count=223821 178539 164924 94330 70594 45282 434 13615 10524 44848 3169 41679 48 3091
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=116 194 45 92 34 109 176 179 21 64 194 1 178 143
split_gain=1319.29 634.497 352.515 306.27 305.144 283.144 222.963 181.628 137.839 57.4931 45.065 33.737 24.8093 55.9493
threshold=-1.0000000180025095e-35 0.02324079992086947 0.21383492547999952 -0.036883010060964901 0.067943775873769888 -0.30787018941430117 0.077966567001120132 1.0330000219006237 0.015652397004883328 -0.052223594383358322 -0.1303702109505406 0.52320593857479947 0.16696727876976988 -0.20113372271782609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 9 6 10 -6 -4 -3 -1 -8 -7 -14
right_child=1 4 8 -5 7 12 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.060293089772447385 0.046333601800320277 0.066794678672872726 -0.13803714227430849 -0.006093569216099548 0.00023761145991471529 -0.08223058237445055 0.017237680192526889 -0.054128171070547432 0.040651886587791418 -0.062749259017569933 -0.078021929998071379 0.092175308622199692 0.53676143981750302 -0.055673634995129485
leaf_weight=26.205214356072247 1388.3742705541663 35.071774399839342 43.55235394090414 5644.0334688751027 3984.2486739046872 2281.26048768498 91.745070472359657 726.57846589107066 4911.2461675619707 1479.307695589494 233.00175370788202 174.04657931439579 1.6019446700811375 325.17618657182902
leaf_count=348 5856 414 292 29988 14303 101298 559 3046 31814 25701 5809 545 16 3832
internal_value=0 0.00520036 0.0186512 0.00425687 -0.0207004 -0.0650513 0.00195242 -0.00814754 0.0390812 -0.0597491 -0.0640386 0.0663086 -0.0785392 -0.0527694
internal_weight=0 18212.4 11987.2 7032.41 6225.21 3133.04 524.999 4710.83 4954.8 1514.38 259.207 265.792 2608.04 326.778
internal_count=223821 111414 67950 35844 43464 112407 7261 17349 32106 26115 6157 1104 105146 3848
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=13 73 10 186 94 190 23 154 165 10 73 103 160 17
split_gain=868.083 543.534 296.566 269.46 361.396 241.125 244.796 172.139 155.811 249.927 145.555 72.9599 59.8543 43.4954
threshold=-0.03336503959441136 0.0085883392929059291 -0.26460567482338254 50.750000000000007 0.019888418481477786 -0.0016859235791158529 0.024026016529326372 -0.16076040110645876 0.11225262286351843 -0.22017435043465136 0.55571275230777473 1.9226368977538184 -0.18790706860018117 -0.089038344032262101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 4 -3 6 -1 -7 9 -4 -5 -10 13 -2
right_child=2 3 8 10 -6 7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.029441035422667114 -0.050464803321463941 0.0058389351132194112 -0.17989190540630595 0.10770819403446862 -0.035737330832866183 -0.0038459232644836635 -0.022530894013069888 0.053157764540042618 -0.065217752562192366 0.020735552918089553 -0.014410589590177901 0.61809368316843916 -0.086008926608197506 0.080419679573291741
leaf_weight=2311.8639788385481 28.535648608580232 4602.0021156230941 71.620921844616532 294.22975105326623 3831.2473177206703 628.24175517167896 1490.6505921939388 3379.1801998876035 2727.6866961452179 466.67141421930864 146.05192310549319 1.5634919796138991 28.786626221612096 230.34349340945482
leaf_count=18552 126 20630 136 1632 28944 2894 7015 21766 112002 5906 2347 28 252 1591
internal_value=0 0.00786587 -0.0465588 -0.00906759 -0.0130493 0.0271054 0.00906715 0.0442213 -0.0551284 -0.00595835 0.0671985 -0.0648263 0.0507818 0.0659926
internal_weight=0 16683.5 3555.21 8873.53 8433.25 7809.94 3802.51 4007.42 3267.54 538.292 440.282 2729.25 287.666 258.879
internal_count=223821 103780 120041 53553 49574 50227 25567 24660 118072 6042 3979 112030 1969 1717
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=112 181 178 151 189 195 130 181 189 70 151 179 87 160
split_gain=923.453 607.593 334.246 299.188 266.543 298.923 246.52 233.358 203.788 194.816 173.22 205.98 163.617 146.184
threshold=0.19087579312275521 0.10736315271588751 -0.13488256368557658 -0.11004709206000286 35.500000000000007 0.23049502362980537 -0.37637339135730802 0.70237606017586363 25.500000000000004 1.1213551787234477 -0.4643627575944913 -0.19159679880709329 0.2681700225632741 -0.29020273276455832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 6 8 -6 -3 -5 -4 -2 11 -1 -12 -11
right_child=2 3 4 7 5 -7 -8 -9 -10 13 12 -13 -14 -15
leaf_value=0.26026523932009116 -0.044222760853201731 0.12752407903046345 0.093366914971362 -0.045514966798586846 0.12553664605324524 0.028552469741331105 0.010427105165867236 0.014609045575992781 -0.0082620956611510529 0.081586067663384082 -0.068636380547888245 -0.033449968462326445 0.030941859697286741 -0.028697557083343914
leaf_weight=36.090421040542424 1318.6472845063545 195.18600378278643 211.17499184049666 2114.2089808667079 333.28305205609649 6841.9586534872651 2279.0293873287737 929.29029299970716 3004.6541446312331 257.07033465616405 3197.5142167797312 70.552162669599056 173.98420196026564 225.733458859846
leaf_count=305 13161 655 671 17786 804 25834 12852 2677 14867 544 131244 1532 478 411
internal_value=0 -0.0267953 0.0154412 -0.00616152 0.0223351 0.0330573 0.0196647 -0.0271569 -0.00158839 -0.0243242 -0.0595287 0.0659503 -0.0634977 0.0300233
internal_weight=0 8995.86 12192.5 5517.71 10391.1 7175.24 2474.22 3043.5 3215.83 1801.45 3478.14 106.643 3371.5 482.804
internal_count=223821 167529 56292 33970 42176 26638 13507 20463 15538 14116 133559 1837 131722 955
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=129 167 46 77 32 77 70 110 191 181 151 49 186 195
split_gain=245.636 535.342 212.459 234.792 192.626 238.888 299.868 196.212 193.525 244.032 113.472 125.564 112.048 110.556
threshold=1.0155316109626573 -0.39539343801301025 -0.04859589415580181 -0.038718589056096424 -0.14822429548061497 -0.0527134548609417 0.063753745216143201 0.12815112849814139 1.0146854818027098 0.15966769705682735 -0.41813991884225654 -0.10248595710008367 17.250000000000004 0.53494411225222083
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 -7 9 -6 12 -12 -3 -10
right_child=4 10 3 -5 8 7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.02362795073052186 0.25913742223198077 0.26066553392534292 -0.097300335600806379 0.16302091264893193 0.016641724757274979 -0.060297668236700033 1.4690653678432404 0.080154516931867884 0.055617190732393657 -0.0084289808436944971 0.0010986631287831399 -0.051562051328344988 0.012563329329683591 0.010875163212067603
leaf_weight=129.17945585586131 22.515310929156843 22.817533175460994 39.812204418703914 267.04426045529544 8704.9642281164415 123.72185659175739 2.2533934232778838 507.30891319760121 1308.4030266683549 7008.2976626455784 584.37149888789281 2010.7709002522752 90.008494609966874 955.63761065062135
leaf_count=1019 906 41 360 888 108268 4508 33 2033 2714 42411 9558 46070 1195 3817
internal_value=0 -0.0188775 0.083956 0.129246 0.0113402 0.0645745 0.369214 0.052617 0.00939825 0.0054599 -0.0354358 -0.039704 0.0627386 0.0367319
internal_weight=0 3144 436.036 306.856 18633.1 655.799 24.7687 631.031 17977.3 15713.3 2707.97 2595.14 112.826 2264.04
internal_count=223821 59131 2267 1248 164690 7480 939 6541 157210 150679 56864 55628 1236 6531
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=151 139 151 57 195 189 139 195 139 112 139 10 154 137
split_gain=431.186 614.033 358.502 339.434 257.428 217.466 187.568 264.98 178.959 142.692 128.896 126.157 122.559 84.4755
threshold=0.25298508164279793 -0.031984327921221266 -0.057233348634528135 4.764213041309211 0.31793985606136382 28.500000000000004 -0.22769469829416702 0.18302900411398265 0.50879074415576475 -0.19991606550904317 0.56429244476916052 0.062586367681313745 -0.063614927636241561 -0.10166049180223738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 13 -5 -3 7 11 12 -9 -4 -2 -8 -1
right_child=6 2 10 4 -6 -7 8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0088625784480514235 0.46263290131072576 0.061047260830397125 -0.0028074093431821041 0.023155673006133193 -0.0099852770479558206 -0.051202759258601231 0.005255124347306496 -0.054657256078021514 -0.018345463535015153 0.01503329409451918 -0.057023856990653626 0.11422873144295501 0.04512615518445337 0.065433431671099787
leaf_weight=336.48601275123656 13.925078738480805 180.35828900430351 5022.2243221821263 3862.3750571254641 5961.4716171659529 4007.4976041289046 956.18979961052537 629.78745263628662 651.8793772039935 550.71056075394154 480.45893161650747 40.975251449272037 3979.8194445278496 1224.7391550820321
leaf_count=2371 88 3244 30426 25482 41195 55598 4413 4204 5278 4110 5259 321 33450 8382
internal_value=0 -0.0058196 -0.0243208 0.00992791 0.00304453 -0.0463685 0.0231031 -0.0121586 0.0308989 -0.0221461 -0.00754124 0.202599 0.0374025 0.0532409
internal_weight=0 21075.6 9690.54 11385.1 9823.85 4187.86 6823.29 1235.4 5587.89 1180.5 5502.68 54.9003 4936.01 1561.23
internal_count=223821 171957 94527 77430 66677 58842 51864 8723 43141 8314 35685 409 37863 10753
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=67 118 115 107 195 95 113 13 181 192 44 87 130 51
split_gain=1273.39 661.966 286.526 276.757 250.363 238.481 110.457 105.274 91.5752 86.8823 86.8092 65.3541 50.495 22.1497
threshold=0.0027328094278361004 0.01060848190908043 0.47571386900948959 0.13453284022468928 0.3009871292058513 -0.0051561159461017249 -0.20753780471899855 0.39115359767106933 0.83235204066540835 18.85892870435249 0.28570040852606432 0.047978630338993522 -0.19158095915988263 193.06491075982461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 9 -5 -2 7 11 -4 -3 13 -1 -9 -8
right_child=1 3 8 4 -6 -7 10 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.071572935103303689 0.029606884939106196 -0.030578546860434597 0.060905084343658655 -0.038516075344800366 0.008269396261780507 -0.0053624398395647399 -0.080236173262534599 0.11240830935117295 -0.06116608640650617 -0.069667171073148709 0.65971758546692461 0.11786577094772299 -0.021966541946040495 -0.03706806102671991
leaf_weight=218.31689801393077 4258.085660636425 1649.0944001339376 1840.4749101419002 1566.468388594687 4239.0070900381543 3598.1404215199873 2200.2283469247632 71.575308660976589 63.577084608376026 867.89251178549603 1.5966007374227036 19.868399170227349 45.897079953923821 125.64953170716763
leaf_count=2395 19201 15217 16699 6678 19099 19912 109124 366 293 12134 14 108 510 2071
internal_value=0 0.00435822 0.0220259 -0.0163618 -0.00435454 0.013591 -0.0694668 -0.0175627 0.0568291 -0.0440569 -0.0773981 -0.0557708 0.0599073 -0.0779041
internal_weight=0 18082.7 9760.28 8322.46 5805.48 7856.23 2683.13 355.658 1904.05 2516.99 2327.47 238.185 117.472 2325.88
internal_count=223821 109233 56105 53128 25777 39113 114588 3379 16992 27351 111209 2503 876 111195
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=157 73 157 29 190 44 144 171 73 157 31 194 193 6
split_gain=798.931 506.16 444.745 330.669 313.093 255.114 139.782 132.604 113.268 90.2435 34.6383 27.0589 28.2975 19.5583
threshold=0.059421356971489675 0.0085883392929059291 -0.24776170906816875 0.26207177783464969 -0.0016859235791158529 -0.13722943632657572 0.13071933215688228 0.089848885585681756 -0.25837236555843207 0.26145863641337058 0.35363371999306326 -0.1303702109505406 -0.14962911122028186 0.16299105583323595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -6 9 10 -2 12 -10 -13
right_child=8 2 6 -5 7 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.053439780434123951 0.080705279812204989 0.026930983734371229 -0.013378702465644467 -0.025681589024485738 -0.057806731802870985 -0.0087656549049850273 -0.050376728892755379 0.045593366202088391 -0.032111072989842782 -0.077734489137593524 -0.084883812523440946 -0.046697592059168326 0.27066367820475262 -0.075197110468770936
leaf_weight=823.52157002035528 110.71607643598691 3448.3656457094476 1754.5113837122917 1827.7437396841124 127.93147988244891 3305.9995296150446 2443.0782212661579 4063.0589093887247 9.1641149921342713 73.65457252599299 14.259622910991309 287.10091342404485 4.6546538337133816 1493.1147594647482
leaf_count=6887 1049 14608 8626 16126 363 23030 27932 26561 403 3573 344 6428 117 87774
internal_value=0 0.00518505 -0.0106209 0.008705 0.0231816 0.00363954 -0.0349123 0.042437 -0.0615858 0.0100662 0.0618117 -0.0695189 0.0698743 -0.0706009
internal_weight=0 17794.2 9473.7 5276.11 8320.51 4129.52 4197.59 4190.99 1992.66 198.63 124.976 1794.03 13.8188 1780.22
internal_count=223821 124133 67292 30734 56841 29917 36558 26924 99688 4966 1393 94722 520 94202
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=61 103 180 195 186 160 195 1 94 46 118 118 118 20
split_gain=824.638 324.777 279.221 325.931 264.334 229.51 195.752 193.791 192.253 169.748 94.5106 86.5528 36.4409 99.0726
threshold=0.029902824617321733 0.053719772493696964 36.848058902275774 0.23049502362980537 15.250000000000002 -0.034511980586634801 0.21933072122462358 -0.056188774097167486 0.026781925154723461 7.1641459509133254 0.036230419375546205 0.33693983751515394 0.5682250851008136 1.0733228443429428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 6 7 -1 -8 10 -2 -11 -7 -14
right_child=1 2 3 -5 -6 12 8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.078705594802984502 -0.069772523594207853 0.091077854999910363 0.10420347163994603 0.016859391478117599 -0.017733708227852699 -0.079014429727529034 -0.061083286809895943 0.136626604743362 -0.0025176172381836301 -0.085859642851020102 -0.022274841124965056 0.11456175562705449 -0.014911037876961554 1.1665946821658066
leaf_weight=60.320811742916703 640.41679729288444 238.06570800486952 445.21138763707131 10575.891298172995 3588.8421037760563 1374.6082268138416 1194.8686547754332 136.07670104084536 1055.7874906538054 26.680355509743094 1211.2660255748779 111.99746057577431 62.849231834989041 0.71781746903434296
leaf_count=2225 20237 755 930 34646 15458 65139 57266 1567 5350 159 17966 244 1853 26
internal_value=0 0.00722221 0.012307 0.0203878 -0.0109647 -0.0438878 -0.025255 0.0704903 -0.03361 -0.0307102 -0.0387022 0.0760025 -0.0755914 -0.00156913
internal_weight=0 16838.4 14848 11021.1 3826.91 3885.23 2447.05 196.398 2250.66 1990.36 1851.68 138.678 1438.18 63.567
internal_count=223821 90395 51789 35576 16213 133426 66408 3792 62616 38606 38203 403 67018 1879
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=168 129 3 29 73 173 169 169 103 132 42 58 53 195
split_gain=230.67 237.11 216.313 186.326 183.934 168.816 234.261 180.766 136.937 131.369 158.228 97.997 222.828 109.646
threshold=5.8650421625191749 1.0153701820172836 6.4080902888366857 0.99489321209000547 -0.21428800260113598 -0.054519892985922927 -0.0097461973021631693 -0.081668116128762749 0.85854949397179625 0.018606716780483527 0.0040734094268417937 -0.24676676579230894 -0.045664396028679111 0.2346504259539515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 4 -3 7 -7 -4 -5 10 -1 12 -2 -13
right_child=1 3 5 8 -6 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.12237376275360204 -0.026823096833076761 0.066365359784130329 0.023352854204435725 0.076339043716312643 -0.0071429147826839639 0.055064492802658661 0.013115341053502365 -0.01386936108123768 0.0037332174922920405 -0.045054756582275556 -0.081836685547933927 0.047889987237983822 0.40124866208922694 -0.056583218687112052
leaf_weight=110.13241597102024 50.545844959793612 357.42703878460452 3141.2158756395802 541.51292970823124 7145.3081347548869 2530.9430434443057 2808.4073090204038 2231.5989337400533 499.25880859047174 818.65669437102042 57.885026098694652 109.29832366202027 16.012189923785627 1241.9741918565705
leaf_count=993 720 4378 28157 2571 74415 26678 18414 15022 3857 9957 414 2524 80 35641
internal_value=0 -0.00442578 0.0162802 0.00185929 -0.00364101 0.0204071 0.033 0.0078926 0.04151 -0.0285243 0.0520196 -0.0422981 0.0761602 -0.0481329
internal_weight=0 9961.34 11698.8 8543.51 7502.74 10712.2 5339.35 5372.81 1040.77 986.674 168.017 1417.83 66.558 1351.27
internal_count=223821 124186 99635 85221 78793 88271 45092 43179 6428 11364 1407 38965 800 38165
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=157 20 156 57 11 181 13 134 157 126 173 35 13 118
split_gain=400.753 282.837 290.985 242.692 219.085 205.001 114.16 79.1213 25.498 20.7077 40.6442 17.6943 8.13537 1.63642
threshold=-0.41854548417762621 0.1634237423787229 1.46316369512775 4.871651285704746 0.47716600110864849 0.40631790324583916 0.041317309953734969 -0.058807201976330076 -0.49176382482268366 0.79181280032510304 -0.10779530445082396 -0.18133482582970428 0.26644670841518703 -0.37131640202598165
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 10 -10 -11 13 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.028796105622926726 -0.037041018419650677 0.033563271026862192 0.027990121309336747 -0.003844289424525184 -0.065536336240187995 -0.012827050931941609 0.016225837096316229 -0.0058405328544210641 -0.058124418158944105 0.009380806216776465 0.35368971055090387 -0.057577115470908859 0.20096536738763376 -0.082913989914293509
leaf_weight=5.6605082396417847 2957.8683042759076 5746.5131832398474 2993.1987844221294 11977.724121502601 289.52914432808757 1141.8615494314581 465.69319632835686 952.31600627675653 6.5789983719587326 43.648838346358389 3.7699034921824914 411.88999594608322 1.0168464332818974 432.87215610733256
leaf_count=100 37041 54314 20742 80406 1311 4679 2033 4599 67 563 31 9137 7 8791
internal_value=0 0.00337106 -0.00349409 0.0025205 0.0189033 0.0258733 -0.0297953 -0.0197583 -0.0642836 -0.0479837 0.0918915 -0.0511613 -0.0815603 -0.0822154
internal_weight=0 26524.7 18394.5 14970.9 8130.22 6888.37 3423.56 1241.85 905.437 465.888 10.3489 455.539 439.55 438.533
internal_count=223821 205125 140222 101148 64903 58993 39074 5910 18696 9798 98 9700 8898 8891
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=166 154 100 190 14 126 173 176 30 108 93 193 115 139
split_gain=1148.24 493.512 436.979 273.664 269.839 201.562 195.086 152.022 137.043 72.3547 71.6925 51.8811 37.4075 33.691
threshold=-0.069302737515932633 -0.043038648744979688 -0.045257683888027964 0.89836423408002175 0.10065196829516017 0.90995504965042218 0.084868632456367624 0.13522258891849576 34.218348397466976 1.2628340721389117 -0.0030691969963632724 0.90849111325292953 1.317076251157129 -0.20776877908994976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 5 12 -2 -3 -4 9 -6 -10 -5 13 -1
right_child=1 2 7 11 8 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.012487495939864725 0.031118290516295645 -0.037712799341278844 -0.084645234174698214 -0.0041797090652672259 -0.24019016510457517 0.0047424910017163828 0.02288765805674052 -0.029877018450589515 0.054695560748251264 -0.044846140807470583 -0.030193705744628485 -0.073601437694503655 0.06494379904888635 -0.076222985286648864
leaf_weight=85.750891142524779 6545.1880621369928 749.70123588945717 998.65426372736692 150.10075420700014 20.309553377330303 5198.5398583896458 1822.848713000305 1029.0562254902907 320.75455974601209 285.60784528171644 144.21952318726107 380.65142515208572 19.484128355979919 2527.9406001931056
leaf_count=394 38392 19323 35411 911 130 23362 7211 9502 1619 3870 606 2756 139 80195
internal_value=0 0.00579897 -0.0221355 0.0162683 -0.057869 0.0194426 0.00522727 -0.0568505 -0.00583381 -0.0578148 0.0283657 -0.0539684 -0.0731028 -0.0741319
internal_weight=0 16874.7 4600.26 12274.5 3404.07 11743.7 2572.55 2027.71 770.891 305.917 464.974 530.752 2633.18 2613.69
internal_count=223821 136868 71447 65421 86953 61754 26534 44913 6225 4000 2225 3667 80728 80589
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=13 168 74 157 78 165 130 10 112 79 139 157 197 167
split_gain=709.253 390.921 336.15 487.46 179.636 81.1566 67.2458 64.4972 62.8868 46.8124 44.682 36.5129 22.9587 18.1142
threshold=0.066998867434155437 2.9235407627096435 0.56194730532265302 -0.30834634547045825 0.13189375554371072 0.090333456994331721 0.12425635145863691 -0.22381713601631523 0.45541359026687861 -0.053938626639500518 -0.047667506783157808 -0.1103963433186755 -0.049127176126589969 -0.21427753194570318
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -4 -6 9 -1 -2 13 -12 -11 -9
right_child=7 2 5 -5 6 -7 -8 10 -10 12 11 -13 -14 -15
leaf_value=0.061697843214079499 0.11258316976936492 0.03150840587418844 0.014120098947404632 -0.0084659462122330022 -0.10878379417434191 -0.051322096423021504 0.07563673047266635 -0.0043713249543018504 0.00031956501064109717 0.34784736073204925 0.048862932136435666 -0.048549084175691565 -0.066666914353744763 -0.077540533408805068
leaf_weight=1585.3194897132926 34.421256131492555 4458.1476652938873 217.3222547210753 9661.560426580254 95.939144285395741 1480.1691157789901 24.904247408732772 34.734671447891742 186.57384177763015 1.3899918440729369 48.672422233037651 183.7272949363105 34.519891543779522 1305.7801288301125
leaf_count=12272 247 25619 862 66925 192 18233 86 290 759 17 426 10001 390 87502
internal_value=0 0.00424031 -0.000899141 0.00415553 0.0471896 -0.0429438 -0.0707771 -0.0644376 0.0552349 0.0292534 -0.0686269 -0.0281477 -0.050622 -0.0756446
internal_weight=0 17709.9 15817.2 14119.7 1892.74 1697.49 120.843 1643.25 1771.89 70.3311 1572.91 232.4 35.9099 1340.51
internal_count=223821 124948 111639 92544 13309 19095 278 98873 13031 654 98219 10427 407 87792
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=112 184 115 151 19 12 48 184 108 151 157 94 103 149
split_gain=726.55 508.576 279.656 227.593 226.455 224.233 242.557 185.67 179.614 170.892 178.867 158.406 77.0681 45.668
threshold=0.18654963014823603 0.11979451221752002 -0.16583552350446462 -0.11004709206000286 -0.23427455624712493 1.5012310895402565 7.188615746320175 0.70237606017586396 1.8699683451948523 -0.31938179430582864 -0.02352810642928015 0.15809891503804921 1.54130421600631 -1.0090655927635204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 12 4 -3 8 -7 -5 -4 10 -1 -11 13 -2
right_child=2 3 5 7 -6 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.058532872444070509 0.13066471556718742 0.060945561067175705 0.039929228214609667 -0.042274260152604159 -0.0047275948939995817 -0.023627268073870951 0.017797597765683147 0.012623534502203835 -0.015848872966061748 -0.071931789375181049 0.080651442812408075 0.017385624848551794 0.079901709300489732 -0.07642987200291966
leaf_weight=195.39123055664822 10.909122515469788 788.91086543723941 4345.1737940963358 1934.8186721783131 1569.8834930970334 2096.0873064207844 4340.415977797471 903.88141337968409 665.77076850831509 2576.5184510708787 175.05071639595553 215.14429517649114 36.309517353773117 445.14250695705414
leaf_count=5610 51 2880 16359 16520 9824 13557 17730 2632 1990 124997 3581 607 58 7425
internal_value=0 -0.0249576 0.0134823 -0.00571891 0.0172371 0.0166563 0.00430733 -0.024794 0.0325184 -0.05658 0.00723806 -0.0650484 -0.0603125 -0.071476
internal_weight=0 8359.6 11939.8 5197.49 2358.79 11447.4 6436.5 2838.7 5010.94 3162.1 370.442 2791.66 492.361 456.052
internal_count=223821 166651 57170 31856 12704 49636 31287 19152 18349 134795 9191 125604 7534 7476
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=15
num_cat=0
split_feature=140 152 165 157 89 76 121 110 96 8 146 179 17 90
split_gain=222.144 275.044 266.455 215.168 208.235 288.498 228.391 202.426 146.442 129.029 118.349 23.4432 9.10826 0.331005
threshold=0.3663551881655745 -0.41584321606334301 0.21015257644257365 -0.26580055143873454 -0.065480568058872632 0.024739508054444848 -0.23817588530485478 0.39784605329179995 0.0012052459659193367 -0.20344535429869784 -0.46792960480004803 -0.41050157845943819 -0.500955949843367 0.030575476848553829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 12 6 -6 -7 -4 11 -11 -1 -2 -14
right_child=4 2 8 -5 5 7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.21437512797018893 0.10516607573451786 -0.018817293083488288 -0.050789793484835546 0.019609533478794142 -0.057912382711530576 -0.0031216498194665526 0.10511771194973461 0.031139198595298095 -0.012009512451411302 0.22280877502777519 0.062303325991662342 -0.095128477783009036 -0.089596835385372289 -0.10781070609234766
leaf_weight=2.5617746422067276 2.4068435346707693 2041.5322325024754 1233.1064328392968 5090.7181688433047 99.72563583124429 3069.3500469527207 621.1600544443354 3935.9724504295737 4629.4920504363254 50.143805297091603 547.89967872644775 54.760001149959862 161.83423836063594 10.633265176787971
leaf_count=22 12 15808 67511 43761 1148 19134 2141 12084 55392 111 3379 854 2390 74
internal_value=0 -0.00118447 -0.00437225 0.00861026 0.0198844 0.0223268 0.0825645 0.016128 -0.0201663 0.062024 0.0757611 -0.0812964 -0.0880238 -0.0907198
internal_weight=0 13650.2 12994.8 7132.25 7901.08 7726.21 720.886 7005.32 5862.6 655.365 598.043 57.3218 174.874 172.468
internal_count=223821 186838 182472 59569 36983 34507 3289 31218 122903 4366 3490 876 2476 2464
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=156 160 57 176 81 118 14 128 149 154 138 107 28 79
split_gain=351.043 289.018 260.643 208.545 182.805 173.05 142.344 128.8 128.384 116.585 96.0719 83.972 78.238 72.5162
threshold=2.524022278184697 -0.14458834421331193 7.8565842790802485 0.49178470464317975 1.8166894530811681 -0.15741900649443413 0.50751988152395322 -0.28218186624161407 0.58583531038383285 0.10449284979725358 0.082697021212802799 -0.06639689471836456 -0.20180806990949146 0.4574996493159727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 -3 8 10 -7 -4 12 -2 -11 -1 -8
right_child=2 3 5 -5 -6 7 13 -9 -10 11 -12 -13 -14 -15
leaf_value=0.15392050622576059 0.072396902190421761 0.0012973593273617199 -0.033131116463178095 -0.042429136969187778 0.076929490507144385 -0.020080745105673564 -0.0023162042014348489 0.0128014825754976 0.50839925026053867 -0.028471899421277699 0.028622894033204643 0.026663199340565571 -0.050397610154696675 -0.2706043723977602
leaf_weight=18.894561437424272 560.18454131204635 6628.8987909480929 1463.8159264931455 1072.3573651574552 335.76366325933486 1496.2764706732705 1218.5264051705599 5842.8232082473114 4.3910125782713285 883.51250097667798 4775.8966124076396 401.88674576813355 2313.2620363524184 10.158687559887765
leaf_count=300 3601 39438 13101 9788 1757 14821 8573 33829 97 11503 38771 4301 43904 37
internal_value=0 -0.0119424 0.01107 -0.00137725 0.00494355 -0.000172018 0.0261524 0.00609754 -0.0315115 -0.0354146 0.0332183 -0.0112336 -0.0487423 -0.00453439
internal_weight=0 11654.6 15372.1 8037.02 6964.66 8807.31 6564.77 7339.1 1468.21 3617.56 5336.08 1285.4 2332.16 1228.69
internal_count=223821 110991 112830 50983 41195 61848 50982 48650 13198 60008 42372 15804 44204 8610
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=15
num_cat=0
split_feature=67 158 127 195 180 124 180 14 164 57 195 44 169 114
split_gain=1026.2 445.317 318.511 320.927 157.569 100.355 85.3313 82.3407 73.7676 68.3056 57.0245 54.5383 40.8209 7.76846
threshold=0.0027328094278361004 -0.20021830974047869 -0.26995053821412268 0.31448302233820796 37.41834002677377 -0.15283365541381203 35.963186077643918 0.45695368064183362 -0.072327718652734213 107.22777633930457 0.31569848309797072 0.28570040852606432 -0.044794968896007287 14.889998573624323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 7 8 10 -2 -8 -1 13 -9 -7
right_child=1 2 3 -5 -6 11 9 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.083513019153679688 -0.06362827534784242 0.048836037990495712 -0.023419704140161209 0.011796774508037343 0.011482034010649761 -0.079870642407565529 -0.07289707177982839 -0.061186180644364929 0.023078271628709214 -0.00064587483375360809 -0.0022922594187760746 0.39774828707942289 0.081269209003516918 -0.052161001551734448
leaf_weight=206.58365994226187 157.96520050149411 2352.0386861427687 3968.3305983324535 7437.8022964657284 2172.1890750862658 1746.2411621285137 946.31762656196952 26.152666827198118 259.00037916284055 151.84308851929381 148.63850665232167 2.4100554250180712 87.133892658632249 107.39744733693078
leaf_count=2849 2167 14806 20129 39833 15430 104842 14418 799 1833 617 2460 14 470 3154
internal_value=0 0.00352267 0.00844992 -0.000455461 0.0309015 -0.067208 -0.0482835 -0.0258523 -0.00977004 -0.0629069 -0.0495272 -0.0776471 0.0483828 -0.0782652
internal_weight=0 17445.5 15930.4 11406.1 4524.23 2324.56 1515.13 468.509 416.966 1098.16 355.222 1856.05 113.287 1853.64
internal_count=223821 109233 90198 59962 30236 114588 19035 6578 4000 15035 5309 108010 1269 107996
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=157 3 74 157 157 128 187 74 107 157 135 49 85 113
split_gain=636.805 392.816 307.172 309.217 215.863 200.592 199.975 93.0559 84.6736 67.9469 35.6409 17.4876 15.5429 21.4809
threshold=0.076014181898170718 8.4432612140980687 -0.0016274131648165338 -0.25888861473020347 -0.35107307533242138 -0.22340862210991833 -0.089706841127237161 -0.22569412274543549 -0.21178005168320238 0.22488822277512069 -0.028451508444133102 -0.19342513001618486 2.2081481068708642 0.13880272638452132
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 9 -7 10 -2 -11 -9 -14
right_child=7 2 3 -5 -6 8 -8 12 -10 11 -12 -13 13 -15
leaf_value=-0.56517083980484661 0.087841285899382351 0.05251637558202038 0.0036367781399133416 -0.034479670835231443 0.0054438152987638204 0.0030944535938485121 -0.042901021056834465 -0.07094442154989862 0.054126125478398728 0.080492854167897213 -0.040852181784905878 -0.072046845613453467 0.8650101139858134 -0.082408625333838165
leaf_weight=7.6864907033741465 82.278990105725825 1212.7201548125595 4449.6567957396619 4079.7116643059999 4952.8221844544169 383.63650507573038 158.69153474178165 1409.6238495137077 2132.2889421693981 8.189282223582266 29.141462913248688 91.364467692095786 0.42268098425120015 0.55164887616410851
leaf_count=22 572 9628 27083 38450 34145 1929 615 89795 15761 439 758 4583 17 24
internal_value=0 0.00412107 -0.00230248 -0.0145948 0.0147027 0.0393123 -0.0670293 -0.0614041 0.0463446 0.000538724 0.0541822 -0.0594989 -0.0706684 0.328598
internal_weight=0 17377.2 14694.9 8529.37 6165.54 2682.3 166.378 1621.57 2515.93 210.974 111.42 99.5537 1410.6 0.97433
internal_count=223821 127633 109306 65533 43773 18327 637 96188 17690 6352 1330 5022 89836 41
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=15
num_cat=0
split_feature=64 180 129 0 19 186 186 152 76 158 60 0 193 169
split_gain=641.11 282.932 266.595 274.795 255 258.959 190.668 182.855 151.398 226.105 134.623 66.3038 64.7437 62.3244
threshold=0.010370289971116045 36.893574297188756 1.018450205994736 2.2470359370655255 -0.16387685767872029 9.5000000000000018 63.750000000000007 -0.27898592693646757 -0.01799178957522795 -0.18524789713851178 0.15583781647517322 0.67043730396413059 0.82564184711537558 1.5604982624230213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 10 -6 -4 8 13 -10 -2 -9 -13 -1
right_child=1 2 6 -5 5 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.078461336646306862 -0.0140773645522835 0.040247918201201771 0.001798119731483637 0.0029758795677966125 0.075978773441743336 -0.039108693005987849 -0.052464162796047077 0.05738534985432972 -0.067934813183520501 0.14148702992505766 0.047154469703961061 -0.072157095080158357 0.021008621665111398 0.97325395321158192
leaf_weight=125.49551034113392 677.99274562532082 4260.5440702191554 4116.9960095048882 3692.3466409486718 208.48138471413404 3143.0854467437603 768.43077517207712 43.018765184096992 82.066538459155709 138.66314961062744 763.28494692780077 1759.5830037342384 77.89280441403389 0.56599984783679147
leaf_count=5486 5140 16956 13521 27085 803 26691 2158 465 4809 1284 4099 114446 874 4
internal_value=0 0.00390898 0.011649 0.0229434 -0.0168238 -0.0319498 -0.00673682 -0.0530301 0.0136917 0.0636247 0.0183503 -0.0653346 -0.0682077 -0.0737393
internal_weight=0 17631.2 12838.3 7952.89 4792.84 3351.57 4885.43 2227.29 346.791 220.73 1441.28 1880.49 1837.48 126.062
internal_count=223821 96453 59720 44041 36733 27494 15679 127368 11583 6093 9239 115785 115320 5490
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=15
num_cat=0
split_feature=12 77 169 68 39 119 181 127 157 139 139 168 7 77
split_gain=219.204 184.068 174.735 246.958 200.46 157.781 177.537 100.831 81.4275 79.5418 80.5073 75.8374 106.621 46.0167
threshold=4.7866041819634901 -0.31680643685504134 -0.073064136337180327 -0.094247466311598541 -0.015482871319932409 0.16400477385540016 0.038789727490934796 0.56902897518086737 -0.14117334030865372 -0.39519916627942581 0.062528943588234367 4.1822463338152795 0.65792128694239582 -0.031748402854914093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 8 -7 11 -1 13 -11 12 -2 -9
right_child=7 2 4 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.14144323472647322 0.0018085568550042222 -0.0051971721706066372 -0.02277371329338981 0.037161221574564862 0.0076974878283318435 0.45214453592742532 0.078820367056345542 -0.081245097501273095 -0.084662115531893498 -0.063317858538755198 0.10761747121781598 -0.052793232951328865 0.33650621915633339 0.56909888088347249
leaf_weight=32.371771983336657 118.55791275738738 2123.7407881550025 2665.7436548401602 3911.331618365366 11357.065678743413 25.582648844690993 25.372058880049735 1.4375972133129833 31.354728374630213 48.084265680285171 64.530044040642679 1005.2113273178693 10.348601490957661 4.4740485176444045
leaf_count=100 6629 18658 20676 32866 83991 165 138 91 1128 914 201 58080 178 6
internal_value=0 0.00875028 0.00802799 0.0222553 0.0019049 0.13508 0.266254 -0.0343611 0.0301948 0.0534005 0.0346312 -0.043533 0.0286781 0.410948
internal_weight=0 20172.6 20057.9 6035.07 14022.8 114.681 50.9547 1252.64 63.7265 118.526 112.614 1134.12 128.907 5.91165
internal_count=223821 157722 156191 51524 104667 1531 303 66099 1228 1212 1115 64887 6807 97
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=157 151 12 114 31 151 188 193 188 71 149 39 157 8
split_gain=334.413 282.863 371.48 197.832 170.158 162.424 123.818 91.9727 31.2614 60.5271 44.0843 19.5563 18.8666 15.6817
threshold=-0.41854548417762621 0.25298508164279793 2.7450522202574401 18.972545351665801 -0.031835825075831332 -0.022066478426842322 -0.12767192304367736 -0.059554424196053529 -0.10090586074652509 0.016186150633527796 -0.0021313576119643906 -0.084855609533346865 -0.49176382482268366 0.018539206969256681
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 9 10 -1 -11 -10 -14
right_child=1 4 3 -5 7 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.12095064242973874 -0.037021025165615937 -0.040679306188822657 0.01173434407787112 -0.028423368232206508 -0.035917235325388687 -0.0065130598482162462 0.049324558475069842 0.013977758794859916 -0.08151619629165742 0.17397286606458523 1.4376604966030944 -0.033762649852570069 -0.035046571381531798 -0.075259163902350656
leaf_weight=0.49220924731343985 3428.8148908712901 164.56495886761695 11117.556226559915 1378.9099095379934 411.18969812430441 3553.8685347647406 2146.8510743221268 3638.6718708323315 382.70420553348958 5.9144100425764945 0.5260127661749745 19.384847473818809 250.41877844976261 158.26713220402598
leaf_count=26 45428 1661 73182 14495 2477 21882 24765 21235 8333 190 17 847 7194 2089
internal_value=0 0.00295928 -0.00301968 0.00730318 0.0212677 -0.0214939 0.0429166 0.00891183 -0.0619949 0.0452256 0.801162 0.0148013 -0.0655605 -0.0506192
internal_weight=0 25840.4 19479.1 12496.5 6361.28 6982.68 2311.42 4049.86 817.708 26.3175 1.01822 25.2993 791.39 408.686
internal_count=223821 205125 154987 87677 50138 67310 26426 23712 18696 1080 43 1037 17616 9283
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=166 106 44 192 14 184 195 115 110 130 115 133 53 119
split_gain=937.427 416.643 364.954 284.414 231.727 191.162 234.162 156.377 136.511 153.097 99.0117 93.4369 33.9767 46.9666
threshold=-0.069302737515932633 0.21752069496413756 0.1332942695524803 16.837152371671547 0.09567818641950486 -0.058325527026564218 0.3009871292058513 0.027727641426202539 0.45368203004633711 0.093966860769241184 0.03274221108695529 0.019982370102163759 0.82637750469820248 0.12616192970991177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 12 11 -7 -2 10 -10 -6 -3 -1 -14
right_child=1 5 3 -5 8 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.074348420799388179 -0.075502051501951772 -0.15487970360596143 0.033271310001279052 -0.017175561221401608 -0.088023357445959821 -0.020934794485265487 0.022606666911467597 -0.024914378350622317 0.69585956996240106 0.095757389498474621 0.0031463103005396741 0.043113360556750566 0.030921487259359528 -0.074160596341045618
leaf_weight=2146.7278933865018 838.17154120700434 24.041878764517605 2067.084526387509 2433.042553037405 149.5897660269402 1756.4486711490899 4161.3733518836088 2255.1566377012059 5.29666246660054 21.538979060016572 584.82115404075012 2772.2499976465479 75.511092892847955 97.3921515555121
leaf_count=79571 45406 107 7966 15701 3556 9173 22294 18737 51 167 2601 17484 363 644
internal_value=0 0.00494357 -0.0121794 0.00599666 -0.0552027 0.0198645 0.00968327 -0.0386217 -0.00732892 0.214202 -0.0154237 0.0414111 -0.0709137 -0.0282687
internal_weight=0 16307.6 7593.46 4500.13 3080.88 8714.11 5917.82 3093.33 761.247 26.8356 734.411 2796.29 2319.63 172.903
internal_count=223821 136868 87810 23667 86953 49058 31467 64143 6375 218 6157 17591 80578 1007
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=115 4 114 197 67 145 127 19 91 158 128 124 100 118
split_gain=603.975 398.484 281.684 222.444 216.001 254.162 145.901 115.507 114.181 103.002 96.5468 82.638 62.6678 58.7267
threshold=0.048954036612832409 0.031471000296649558 3.9348463899594193 0.040638418996547652 1.2132620247051171 -0.25710072507844245 -0.23885640631803834 -0.19791760271086731 1.5056017806777178 0.059553238091215988 -0.28218186624161407 -0.21234085528135482 0.51910045697600482 1.2475248439362827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 7 -1 -2 9 -3 -6 -7 -10 -12
right_child=4 8 3 -5 10 11 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.08527627503718109 -0.038906084746283764 0.069785613030220295 -0.015035869348013771 0.013395875519778416 -0.073914756930370987 -0.082663085443284851 0.044684959433945702 0.050800955901575379 0.2914558954849511 -0.037886509477616868 0.072400253679873086 -0.044580403830041887 1.0039671421777099 -0.036154341010845491
leaf_weight=90.650487743318081 230.27175770420581 1103.6191165493801 6407.530646041967 4823.1166341954377 70.582912909798324 739.48096433491446 1835.2651321680751 381.05475929751992 4.2280176980420938 96.624812543857843 295.88014049921185 2483.2887467010878 1.7434274889528749 59.929628630168736
leaf_count=461 850 5728 73154 32304 1847 36466 16762 1732 39 2426 2951 48380 30 691
internal_value=0 0.00827723 0.00323378 -0.00282556 -0.0345962 -0.0421051 0.0385678 0.0170105 0.0632877 0.0611175 0.0329226 -0.0533187 0.499481 0.0541162
internal_weight=0 14362.8 13156.6 11230.6 4260.49 3834.1 1925.92 611.327 1206.22 1200.24 426.393 3222.77 5.97145 355.81
internal_count=223821 130904 122681 105458 92917 87428 17223 2582 8223 8154 5489 84846 69 3642
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=15
num_cat=0
split_feature=61 118 106 19 127 169 19 28 90 128 26 157 110 129
split_gain=581.95 313.691 295.283 229.865 185.548 179.05 148.082 96.3207 124.142 95.8868 94.1782 84.5227 47.7494 46.1529
threshold=0.026529178989852843 0.79866573673483077 -0.069155822006934792 0.036356482540745853 0.39768053196399017 0.68428327545820145 -0.27468109019979975 -0.0076530294295951021 0.00044874953438969555 0.88758144580351839 -0.012742160838384876 -0.20220798654418334 0.76549792449267284 1.0195433351825347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -4 13 -1 -9 11 -8 -3 -11 -6
right_child=1 9 5 -5 6 -7 10 8 -10 12 -12 -13 -14 -15
leaf_value=-0.071195952543924121 0.025151888023396868 0.026406345196132022 -0.029189464340642086 -0.0076546870765220989 0.14505644510003884 0.012075238901080098 -0.070664489213713197 0.0086388846692632554 -0.054475060081827814 -0.23261044805669095 0.020044485106129117 0.067485909803631186 -0.025367641138903801 -0.050649318791763126
leaf_weight=1298.721845445456 5178.3115820907988 1078.3716287906282 3926.6083529680036 3634.9640871072188 89.57762099802494 1436.0916989115067 179.36620618938468 467.99036498973146 932.90372874820605 16.727883048355579 316.29892509477213 935.26446574414149 33.148277997970581 13.923097129445521
leaf_count=87269 20961 3687 39663 16042 346 8569 5624 17417 18235 22 2415 3184 57 330
internal_value=0 0.0056656 0.000362963 0.0116211 -0.0404049 -0.0181391 0.00993689 -0.051578 -0.0333909 0.0420938 -0.0127803 0.0454864 -0.0948745 0.11873
internal_weight=0 16239.5 14176 8813.28 3298.78 5362.7 599.166 2699.62 1400.89 2063.51 495.665 2013.64 49.8762 103.501
internal_count=223821 92185 85235 37003 131636 48232 8715 122921 35652 6950 8039 6871 79 676
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=15
num_cat=0
split_feature=79 103 76 129 139 125 164 189 78 119 164 158 149 192
split_gain=213.152 190.584 336.471 276.933 207.026 203.208 193.95 153.34 165.911 194.15 122.893 90.0816 62.7043 27.1608
threshold=-0.053938626639500518 -0.046802298715017329 0.03437749875501827 1.0153701820172836 0.062528943588234367 1.0274569009191472 -0.13666933913453197 40.500000000000007 0.039543416062205114 -0.20409648606126921 -0.34660755878770499 -0.39341407602829742 -0.54464982361498449 18.205630160050632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 10 -5 -4 -2 11 13 -10 -3 -1 -13 -9
right_child=1 3 5 4 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.28234528748673376 0.081589714046075623 0.029919627852489607 -0.046702988300951487 -0.01428955630507274 0.01410126640078325 0.2067702174262307 0.013925281209621831 0.52704109457172799 1.1538469166569154 0.15476618417882504 -0.045111558551194045 0.053999381017454121 -0.063791197626932181 -0.053778703450683418
leaf_weight=7.883432136848568 1117.8085959386081 257.02482973225415 541.72511741402559 3193.8368146533612 13116.744513018522 33.589399188756943 682.10787685029209 0.81583238649181922 2.0164675014093509 54.94142647460103 1448.7153780516237 47.857302017277107 811.93820609059185 61.314834368648008
leaf_count=38 9138 1760 7741 42395 66172 59 18909 32 9 374 25593 1488 47347 2766
internal_value=0 0.00804283 0.0346683 0.00453258 0.00854195 -0.0319041 0.0559472 -0.0395454 0.0668604 0.190136 -0.0338057 -0.0541495 -0.0572348 -0.046152
internal_weight=0 20391.6 2375.23 18016.3 16310.6 575.315 1799.92 986.768 119.089 56.9579 1705.74 867.679 859.796 62.1307
internal_count=223821 171767 35847 135920 108567 7800 28047 52054 3181 383 27353 48873 48835 2798
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=13 151 172 110 48 31 182 180 101 151 126 187 107 142
split_gain=262.448 211.247 223.217 182.025 165.508 140.305 135.81 122.267 85.0837 75.7545 71.5967 277.661 73.588 44.4782
threshold=-0.29868578556624259 0.25298508164279793 0.47606829675631285 -0.28817957286742224 10.223684056961144 -0.031835825075831332 -0.073857638360448688 34.024765729585013 -0.052179526466495631 0.15229376762789218 0.98943601747681398 -0.14214723217381295 -0.34078908488032994 -0.076081156652703805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 8 -4 -5 10 -2 -3 -8 12 -12 -1 -11
right_child=1 3 4 5 -6 -7 9 -9 -10 13 11 -13 -14 -15
leaf_value=0.2451313075434694 0.0082836061351317467 -0.037335679411037818 0.014386580758948171 0.050432279596029021 -0.0060230846980725422 0.015324680914436903 -0.056494655134394861 -0.047044436616770706 0.035096025794243077 0.056590354909637167 2.3322818607641418 0.11110545778698699 0.018740711191688134 -0.023931210115593366
leaf_weight=15.661728356964884 542.55532857077196 701.69759546965361 6829.3340800236911 1783.3463291516528 9500.7368739321828 3147.2935902895406 1197.1368739339523 1513.8631270467304 210.92625403776765 77.158608324825764 0.66262402525171626 3.7355303154326966 172.46615116996691 618.43580231349915
leaf_count=118 5991 5368 49336 21814 69010 18152 26503 15944 1876 426 38 98 3494 5653
internal_value=0 0.00386617 -0.00139763 0.0204293 0.00251236 0.0280226 -0.0331055 -0.032447 -0.0205952 -0.0412448 0.046912 0.445747 0.0375878 -0.0149994
internal_weight=0 24229.8 18386.5 5843.26 16330.1 4930.64 2085.26 2056.42 912.624 1892.73 192.526 4.39815 188.128 695.594
internal_count=223821 187491 140281 47210 118346 39966 36330 21935 7244 32582 3748 136 3612 6079
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=67 193 155 44 24 152 139 158 113 10 44 96 35 51
split_gain=841.429 405.838 264.69 237.772 200.658 145.279 139.598 130.293 105.93 74.9897 42.621 39.6987 39.1591 24.5472
threshold=0.0027328094278361004 0.028323360005451024 -0.23739606778806824 0.37258470770118896 -0.030177197447485656 -0.078841957544469196 -0.38134175070075466 -0.28795979713637138 -0.20753780471899855 0.033875012516722362 0.22420505508849251 -0.039834546177742049 0.057042857598032647 193.06491075982461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -4 -5 9 11 13 -1 -11 -10
right_child=1 2 6 7 -6 -7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.012265977954918057 0.022861868863086318 -0.014264981252827692 0.056510865149124817 -0.10270542825853275 -0.007993881507282084 0.033557844493559467 -0.037081594747804009 0.049813359114863343 -0.079282508368515164 0.17253554167457058 0.21246291971499207 -0.076834792785901024 0.024009561452947185 -0.030258872856219372
leaf_weight=75.500212136656046 4258.2092401213013 1348.0764383818023 166.42304504942149 57.628366126678884 4172.9909176514484 1201.2990076467395 3758.8750089318492 1996.1689729122445 1588.5171909071505 22.309450439177454 5.1328915129415682 148.08269713213667 86.879671372007579 109.15769652277231
leaf_count=1150 20472 5754 663 233 23554 4680 33872 20005 109110 280 33 1337 612 2066
internal_value=0 0.00286631 -0.016819 0.0150224 0.00758993 0.00826976 -0.0331135 0.0455338 -0.0651759 -0.013573 -0.0752604 -0.046747 0.0543563 -0.0761304
internal_weight=0 16959.7 6474.67 10485 8431.2 2549.38 3925.3 2053.8 2035.58 332.772 1702.81 223.583 109.189 1697.67
internal_count=223821 109233 44969 64264 44026 10434 34535 20238 114588 3379 111209 2487 892 111176
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=139 73 157 107 127 95 157 90 11 74 166 67 159 21
split_gain=547.875 297.861 352.462 249.186 227.48 249.103 162.08 63.4924 46.2511 29.6746 26.5062 30.5698 16.2563 7.15665
threshold=-0.10722990700961262 0.0085883392929059291 -0.18543752578970774 -0.055290351322549745 -0.060009070693782356 -0.076970767461221043 -0.067453422964110568 0.0025216268574912671 -0.21168393573417477 -0.21595143282372273 -0.087944429979328706 -0.14649780735809495 0.11620697616400531 1.0108971254204149
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 9 -1 11 -10 -11 -12
right_child=1 2 7 -5 6 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=0.18755531108066059 0.081145250885862136 -0.009158899126130304 -0.013947744465415607 0.035000834307131697 0.040034097835280287 -0.014583235610859967 8.5358354036760037e-05 -0.049930986390508053 0.41131501697295114 0.085911296449207281 -0.078026852634789978 -0.041793179464982344 -0.055814490267616014 0.044722564097515981
leaf_weight=9.6565478327684087 302.03720229514875 4599.4723977078684 658.90231738332659 1769.3963544056751 3841.0126922102645 2717.9360023562331 1380.6645493879914 1917.1244344133884 1.4993587592616666 12.030836556106804 947.83007926610298 215.10784622328356 24.727967113722116 4.7736731623299411
leaf_count=69 2482 26893 8446 9741 30838 23192 14635 25561 30 68 78311 3064 310 181
internal_value=0 0.00312175 -0.00951491 0.00310954 0.0168367 -0.00500912 0.0294712 -0.0407271 -0.0663456 0.031553 -0.070232 -0.0386568 -0.00942887 -0.0774117
internal_weight=0 17186.5 8944.9 6368.87 8241.65 3019.97 5221.68 2576.03 1215.63 46.4154 1169.21 216.607 36.7588 952.604
internal_count=223821 141788 70641 36634 71147 25674 45473 34007 82033 447 81586 3094 378 78492
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=190 99 73 14 126 112 169 180 129 124 193 81 49 13
split_gain=526.482 311.687 265.624 307.16 266.062 181.292 160.685 141.621 147.754 104.662 87.6158 76.2269 37.5349 28.6049
threshold=1.0000000180025095e-35 0.52935018631136266 0.72194269223037066 -0.23636962200213815 0.91994136529040893 0.14575613057343625 2.6134189965103141 34.192101740294518 1.0189294252349985 0.35006266113853363 1.5767755463554727 1.4947630869109998 -0.098773654057155866 -0.12803948950405936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 9 10 -9 -1 -4 12 -3 -13
right_child=2 11 7 5 -6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.067134090639437108 0.0026678169859278905 -0.025734236754893548 -0.049878639244953803 -0.0079961310715542435 -0.053474766078974792 0.021327129111399376 0.1572011584984114 0.046615078782027218 0.0060099767681716619 -0.020608822542435623 0.10573429034699022 0.00039051017794141524 0.071381959826359573 -0.11470414192010779
leaf_weight=1970.0495812988374 1552.9966154729482 45.724345777183771 327.59500256925821 3933.6014272014145 1849.2348420247436 4543.9837091809604 35.933029009029269 2519.9979621693492 1390.6998772732913 640.78675492899492 40.674236409366131 56.380880251526833 307.008166462183 34.998078722506762
leaf_count=105050 13065 118 845 51094 12646 21858 91 8927 3106 5376 92 198 1183 172
internal_value=0 -0.0398168 0.00522941 -0.00246534 -0.0278477 0.00772113 -0.0528246 0.0265926 0.0321753 -0.0557152 -0.0326917 0.0377062 0.0587929 -0.0436907
internal_weight=0 3090.88 16158.8 11879.8 3402.23 8477.59 2646.77 4278.97 3910.7 2610.84 368.269 444.111 352.733 91.379
internal_count=223821 112188 111633 98663 25711 72952 110517 12970 12033 110426 937 1671 1301 370
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=168 65 90 161 187 89 133 95 180 97 21 14 16 20
split_gain=178.103 198.74 173.144 162.831 265.371 245.132 160.467 157.251 149.124 109.797 91.9552 86.4716 49.1987 11.7366
threshold=5.8650421625191749 1.4777338523735117 -0.076045583654427817 -0.17297502922221167 0.078119636434022283 0.001395038335398457 0.04973168661055407 0.2452992336672303 34.113119143239636 1.4817302852987935 0.27591270400635226 0.67128237228077892 0.70409880706978534 0.17205729992251512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 -2 -5 8 -8 -4 10 -3 -11 13 -1
right_child=1 9 6 5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.087346823637262233 0.042708424809944613 0.057686441698335311 -0.051076530783060514 -0.064583213049448404 -0.017178410968840135 -0.0093437461045053453 0.030206946854032846 0.00070529529051563617 0.0070472874925041912 0.0059740201812844979 0.1807377208530494 0.30398506549792609 0.10596434020489248 -0.020717440386683883
leaf_weight=208.32204971066676 1372.7843856606632 242.18401864729822 587.73226597625762 956.75097078760155 1605.0541458982043 5010.2304666393902 6411.628972597071 2515.6493674593512 1772.9634586994071 448.58692147489637 81.055644044652581 9.9526522532105428 15.322106667561455 30.279572513885796
leaf_count=4067 8816 523 10301 47161 7359 56433 49237 6815 26860 3174 695 25 179 2176
internal_value=0 -0.00444362 0.0139254 -0.00866951 0.0104294 -0.0182009 0.0157624 0.0218936 -0.00742355 0.0439074 0.0885428 0.0124424 -0.0677368 -0.0788913
internal_weight=0 9726.6 11541.9 8944.82 2977.84 5966.98 11288 8927.28 2360.7 781.779 323.24 458.54 253.924 238.602
internal_count=223821 124186 99635 119769 16175 103594 93213 56052 37161 4417 1218 3199 6422 6243
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=15
num_cat=0
split_feature=139 151 57 19 46 189 54 73 44 25 124 139 163 134
split_gain=258.78 379.191 221.12 251.188 204.769 181.042 142.05 140.894 133.089 126.581 120.227 115.934 103.331 92.5978
threshold=0.05127429160122414 -0.041362409767616466 5.3407669311162467 -0.051776250010672896 -0.085886465836241085 28.500000000000004 16.218697619801549 -0.10215452625783995 0.090447439425447515 0.022550634128346715 -0.40746709236330753 0.36104573791276079 -0.21486348432058142 -0.088351997330301385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 9 12 6 -2 -1 -5 -4 -7 -6 -3 -9
right_child=1 4 3 8 11 10 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.0056487023987215309 0.20005480791066252 -0.013308776376424167 0.069591202426510443 0.026631330300439789 0.00470265321753424 0.46706079410091461 -0.0085951638290389567 0.0034014475993574982 0.0004735621044071295 -0.016652782398441299 -0.049174096016636415 -0.025173746159814509 0.080078437178661532 0.052414158547433712
leaf_weight=774.30668265558779 51.611312376800925 160.11376541946083 175.88228446058929 4080.4268923439085 4103.5704981912859 4.518839410506188 88.715587939601392 475.41978727001697 3716.8776820208877 5250.0436701602302 2727.3414317513816 1900.3062431896105 455.68190231267363 2037.1779156513512
leaf_count=7995 967 1721 1143 35974 23452 64 1898 3982 17620 42850 49563 17030 3047 16515
internal_value=0 -0.0122865 0.0084348 0.00266496 0.000879079 -0.04263 0.0681449 0.0316469 0.0141622 -0.0138572 -0.0483202 -0.00475362 0.0557967 0.0431402
internal_weight=0 9491.86 16510.1 13223.2 6619.67 2872.19 140.327 3286.9 7797.3 5425.93 2731.86 6003.88 615.796 2512.6
internal_count=223821 97742 126079 97587 45250 52492 2865 28492 53594 43993 49627 40482 4768 20497
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=115 193 173 173 155 24 156 140 112 145 55 55 124 10
split_gain=747.454 352.591 324.45 221.612 212.981 202.833 160.602 142.277 130.151 110.098 70.3767 65.6733 24.1484 57.1227
threshold=0.015646319036788214 0.028323360005451024 0.081641328287279033 0.42955509926878527 -0.24142890580757206 -0.032858257730432723 1.9740937391836855 -0.20922572908329964 -0.36822001961032252 1.2269281342897853 -0.037852482197053818 -0.18584130762289539 -0.20504848655439553 0.015577663202671553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 5 8 -2 -6 10 -3 -5 -4 -9 13 -1
right_child=1 4 7 9 6 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.10290503432754326 0.025295842642465351 0.073822219398543332 -0.061838923557866 0.052486822581221865 -0.059409366857371006 -0.0063369394341431656 -0.01558953296274514 0.24293214505008237 -0.00036511167972777216 -0.085782668939154136 0.072269044597393181 -0.046728172714580574 -0.081756887352694776 -0.0012761484272229915
leaf_weight=99.957034457242116 3765.0904826479964 264.75753506273031 45.754742271732539 1666.2735441736877 1254.3338969298638 4391.1545921766665 2510.2070217977744 8.0132792582735402 2213.8769061444327 59.648904848843813 270.29887196607888 337.22212309297174 1592.3040294735692 123.81103843590245
leaf_count=1948 18155 1126 451 17577 19022 25449 13632 79 9096 288 845 4589 110130 1434
internal_value=0 0.00340084 -0.0555963 0.0151541 -0.0152031 0.0082654 -0.0301902 0.00437589 0.00755927 0.0477081 0.0528544 -0.0400049 -0.0774341 -0.0466737
internal_weight=0 16125.3 2477.36 9882.17 6243.18 8156.25 3764.54 661.289 2478.63 1725.92 316.054 345.235 1816.07 223.768
internal_count=223821 104345 119476 61469 42876 43604 32654 5964 10222 17865 1296 4668 113512 3382
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=13
num_cat=0
split_feature=13 151 13 110 127 160 74 74 103 45 142 64
split_gain=491.065 305.09 308.397 250.332 237.572 271.822 199.988 183.365 41.8172 41.2285 19.8276 18.3378
threshold=0.094125519772460878 -0.18290272905146898 -0.20066723101942255 0.28692151128092136 -0.25900548065268086 -0.41785561722730918 -0.0016274131648165338 0.56194730532265302 1.9226368977538184 -0.13170772600955713 6.4489256180645702 -0.01177166916618572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -6 9 11 -11 -2
right_child=8 2 6 -5 7 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.11927061809562894 -0.013679213021959215 0.023499533700119351 -0.0045306035934109812 -0.017891720384872977 0.035706016154358221 0.017970027449731467 -0.044659692906190339 -0.022280770449337489 0.34024668664986679 -0.071342056955470218 0.04090152438800377 0.12794478468158357
leaf_weight=243.37909157574177 29.152008520672098 3947.6990084056742 2414.3004200258292 2319.7854428272694 4519.0057654315606 354.56711236643605 2557.4123005745932 620.16538731614128 2.5405369102954856 1071.4815117185935 15.972476684022693 13.320189718389882
leaf_count=667 1457 25219 23557 14912 29858 2294 28360 5342 22 91463 337 333
internal_value=0 0.00300384 -0.00657408 0.00817938 0.0217673 -0.0378904 -0.0251727 0.0287085 -0.0650072 -0.0659184 -0.0696934 0.0307371
internal_weight=0 16976.3 11239.2 6267.48 5737.12 597.946 4971.71 5139.17 1132.47 1129.93 1087.45 42.4722
internal_count=223821 130209 92048 40131 38161 2961 51917 35200 93612 93590 91800 1790
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=14
num_cat=0
split_feature=134 112 151 160 77 73 181 67 181 151 192 158 63
split_gain=474.275 333.317 293.394 297.258 247.779 313.962 241.306 163.383 34.0395 44.5624 21.5275 50.7385 14.3395
threshold=-0.034659711405141964 0.19087579312275521 -0.11004709206000286 -0.32495738627119924 0.11204728425627754 0.58632759785991639 0.67603544458544362 0.15918103350854396 1.0994289561846549 -0.019318230643695807 174.48195893669723 0.55195516296452729 0.45291870775686099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -4 -3 10 -10 12 -12 -1
right_child=1 4 6 -5 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.074642206818809329 -0.090451689455792045 0.06219742925139965 -0.047740743887811229 0.017518800939857956 -0.014068735898294641 0.02353817841280037 0.010623064987986382 0.0039322591392736304 0.24991666105861599 -0.091940677419957303 -0.088582325123199038 0.54969111656104652 0.075349381827666054
leaf_weight=938.74648135364987 280.51473370869644 1452.8377904547378 2935.6690325401723 2802.3410113791469 4327.7708566735964 4557.9484301917255 933.71837539505213 719.67004378000274 7.5876307897269726 7.6651795674115402 3.7646900229156008 1.8611542358994482 6.4173787385225287
leaf_count=69518 9219 9791 66901 26641 21683 15067 2752 2104 33 36 53 6 17
internal_value=0 0.00183675 -0.0153204 0.00769437 0.0126234 0.00522181 -0.033657 0.0428964 -0.0700854 0.078119 -0.0724629 0.122573 -0.0736238
internal_weight=0 18010.5 6952.24 3082.86 11058.2 8885.72 3869.39 2172.51 966.043 15.2528 950.79 5.62584 945.164
internal_count=223821 154158 105513 35860 48645 36750 69653 11895 69663 69 69594 59 69535
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=191 8 173 35 128 139 77 19 19 112 139 153 114 163
split_gain=176.916 228.574 249.418 249.557 188.414 189.323 177.566 157.262 127.28 112.96 198.047 122.558 14.0954 2.90147
threshold=1.2075471698113209 -0.043865214433018267 -0.047423444735123249 -0.017290108477055335 0.5379086592369805 -0.43828275938535016 -0.31680643685504134 0.073586863603584421 -0.43100846974716339 0.46662052146329452 1.5462741405841325 0.037570904839927581 4.7175810167971131 -0.39551195630319858
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 12 10 -10 -11 -2 -14
right_child=8 4 3 -5 5 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0090141841857830102 0.0052667552974190205 0.098807663508680393 0.057849207598534548 0.005373202522930315 0.90633991501353928 0.035398862995871076 -0.017723226370355213 0.021072050842736365 0.057195135716284685 -0.03789720941468902 0.53486653483691526 0.044638189266225169 -0.19509225869125821 -0.093316596073249145
leaf_weight=5077.7351090614684 16.265721552073956 133.23264429788105 1917.391456455458 1718.4861053114291 2.5047456403262904 706.43701753998175 7048.363826254732 2640.952892145724 1055.8316574860364 308.34980152547359 8.7517613433301431 431.92747979052365 2.9106841683387747 74.406339937821031
leaf_count=40510 24 2576 9574 15150 79 3775 122869 23599 2874 1083 57 1192 4 455
internal_value=0 0.00236704 0.011452 0.0330466 -0.0107063 0.038476 -0.0155614 0.00127984 0.0343644 0.0402603 0.061122 0.0102595 -0.0793472 -0.0971481
internal_weight=0 19245.1 11354.6 3635.88 7890.54 708.942 7181.6 7718.69 1898.44 1804.86 1064.58 740.277 93.5827 77.317
internal_count=223821 218132 88833 24724 129299 3854 125445 64109 5689 5206 2931 2275 483 459
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=166 190 19 92 16 108 39 149 27 185 49 82 16 27
split_gain=253.352 204.617 191.796 147.258 102.292 83.0776 80.6404 144.169 60.8966 48.6291 43.9518 41.9445 26.3451 35.7958
threshold=-0.28478653294392503 0.69678787756844207 0.35821493903428719 -0.12013921675869497 0.92093511920633508 1.4854893159688498 2.5842320950932609 0.73388823098893341 -0.07293335862370752 2.1250261550606053 -0.26662785542495782 -0.050822981827450681 -0.40389499291198111 0.083653085238707639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 -1 11 -11 -3 13 -7
right_child=1 9 4 -5 -6 12 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.073209301610926023 -0.061193477418717585 -0.11770898119318954 0.033053570965273636 0.0032982022307369834 -0.06913866837326231 0.12111612255436098 -0.081888352972256079 2.3114696762505083 -0.022812302413359103 0.25497321032317249 -0.080482857413262332 -0.021171308787454934 -0.058940590625449353 -0.07236799867585747
leaf_weight=78.784607630688697 360.66905197035521 46.676278367638588 2833.333527835086 19308.265691288281 101.45790680963546 19.385025504976511 0.6330383326858271 0.41779110673815012 408.525629687123 3.9749511238187543 224.38566755224019 1258.6246027983725 963.13690414978191 18.869310182519257
leaf_count=1596 2190 217 34414 132505 487 345 34 16 13734 25 2397 8977 26570 314
internal_value=0 0.00327552 0.0056738 0.00211562 0.0295207 -0.0392168 -0.00540127 0.869668 -0.00728826 -0.0320714 -0.0746438 -0.0246234 -0.055708 0.0256783
internal_weight=0 24137.4 22603.7 19668.9 2934.79 1489.75 488.361 1.05083 487.31 1533.66 228.361 1305.3 1001.39 38.2543
internal_count=223821 181212 169596 134695 34901 42609 15380 50 15330 11616 2422 9194 27229 659
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=11 118 154 52 189 195 114 157 143 146 156 187 179 28
split_gain=620.437 336.656 247.441 244.848 204.738 165.803 103.973 103.874 84.0229 46.2792 44.8953 24.0668 15.466 15.2945
threshold=-0.10219020442314246 0.031415806271777376 -0.12019286689295254 0.55026397323604814 33.500000000000007 0.29805420851823072 12.653173332865034 0.22044801996602903 4.3186196646613224 -0.30475881175685171 1.7317529284680651 -0.25932177382231186 0.11088452610720295 -0.10611679693222527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 4 -2 -3 11 -4 -5 13 -11 -1 -13 -8
right_child=1 2 7 8 -6 -7 9 -9 -10 10 -12 12 -14 -15
leaf_value=0.057204867318568123 0.027165636572840136 -0.034158673328875608 -0.056748589086694348 0.051038488992878363 -0.0061098814985961671 0.011953728098929809 -0.20719143042647722 -0.017823831423546516 -0.12360750378650823 -0.060964864559709578 0.019899672737363799 -0.078720908933038916 -0.038206335800738664 -0.074581645368384658
leaf_weight=13.780798878055064 2960.5503399311565 1043.3303659358062 1454.8529389142059 1677.4237868622877 4925.0925381882116 3086.5073955683038 12.669144897721706 1296.5505952131934 28.007350962609053 95.678972917608917 243.09889439516701 1233.6897627532016 102.01371781690978 27.741990352515131
leaf_count=261 21550 4668 26426 17072 45697 16019 85 14227 132 1496 1773 72434 1430 551
internal_value=0 0.00170413 -0.0151737 0.0138133 0.00638293 0.000304247 -0.06127 -0.038406 0.0481704 -0.0150043 -0.00293841 -0.0742702 -0.0756266 -0.116156
internal_weight=0 16472.3 6881.24 9591.07 7885.64 4129.84 1728.67 2751.4 1705.43 379.189 338.778 1349.48 1335.7 40.4111
internal_count=223821 145791 61340 84451 67247 20687 78030 40653 17204 3905 3269 74125 73864 636
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=139 73 183 121 127 96 154 116 11 144 145 154 32 170
split_gain=451.107 236.736 238.122 230.38 183.533 229.802 161.556 124.756 41.7377 43.8335 25.1841 30.093 19.6282 10.8319
threshold=-0.10722990700961262 1.0000000180025095e-35 1.9857385921114521 -0.11675892606688823 -0.048816637851706368 -0.055505191867336177 0.18020035376925053 0.088764703102490475 -0.10865720341319203 0.08478841940436628 -0.19589594625713186 -0.18032769586548564 -0.19968093850779542 -0.21647812361971494
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 9 -1 11 -10 -11 -12
right_child=1 2 7 -5 6 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=0.090674487822770225 0.07690775532162869 0.0062262667371796136 0.091961657537336497 -0.026951448583038114 0.039286390108756543 -0.012419556316423018 -0.0029135997754120048 -0.012394801488130189 -0.074825011191813964 0.1393576265606998 0.058695981407501145 0.091082696619717421 -0.057275520313196986 -0.075956197728015651
leaf_weight=32.311445376370102 321.30877986224368 3782.8201082211453 348.38166596088558 4684.9542939800303 3456.0019888423849 2777.6878858003765 1230.079831660958 170.68285624170676 23.458621291909367 5.4050790518522254 6.014584894757717 20.475232617231086 83.516537536401302 889.2178558667656
leaf_count=239 3019 19244 2080 48076 29637 23562 12782 3388 438 131 339 226 1774 78886
internal_value=0 0.00295804 -0.00809976 -0.0121299 0.0157228 -0.00315796 0.028209 0.0576464 -0.0642959 -0.00907665 -0.0714239 0.00249575 -0.0453232 -0.0750515
internal_weight=0 16771.9 8986.84 8467.77 7785.08 3099 4686.08 519.065 1060.4 121.233 939.166 43.9339 88.9216 895.232
internal_count=223821 141788 72788 67320 69000 26581 42419 5468 82033 2144 79889 664 1905 79225
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=15
num_cat=0
split_feature=64 148 19 63 76 0 80 180 193 83 32 103 127 35
split_gain=429.711 253.204 254.454 252.258 176.986 76.5108 63.8806 51.3911 50.1141 82.1954 49.3824 37.1867 16.7799 14.0967
threshold=-0.0092450793545750844 0.79543638230996117 -0.36764056701986875 0.38789369118311584 -0.033887615992370668 0.82919586458271122 0.88366084298414582 37.781124497991975 0.82564184711537558 -0.14951970247887861 -0.016818476285475715 0.98500355058870603 0.68197591559705095 -0.10638001522170472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 7 10 -1 12 -10 -3 -8 -7 -9
right_child=1 6 3 -5 -6 8 11 13 9 -11 -12 -13 -14 -15
leaf_value=-0.082162917088308904 -0.03672274407254425 0.12517561551156753 -0.0096503203827817408 0.025085061611906559 0.059860452854830208 -0.077390503372768066 -0.051352789244451448 0.2148370780230153 0.3622533565101595 -0.023679955547169777 0.057665694834486129 0.061959812238795688 0.013972155164666806 0.068137413428896426
leaf_weight=14.638054120354353 231.90102321002632 144.19766754982993 13208.976439002436 2483.9010262731463 1043.3250502762385 916.57666556793265 71.756470126099885 15.064680110663177 6.5276693487539879 35.696737345773727 435.87157029891387 48.56309187412262 20.553394507849589 11.589458058122544
leaf_count=601 4007 619 110137 12653 3911 87972 187 21 59 500 1886 211 993 64
internal_value=0 0.00177065 -0.000661487 -0.00415233 0.0422967 -0.0649631 0.0606933 0.0683767 -0.070585 0.0359833 0.0744478 -0.00561783 -0.0753867 0.151051
internal_weight=0 17668.5 16968.1 15692.9 1275.23 1020.65 700.389 41.2922 979.354 42.2244 580.069 120.32 937.13 26.6541
internal_count=223821 133611 130708 122790 7918 90210 2903 686 89524 559 2505 398 88965 85
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=90 168 129 65 3 117 2 74 95 170 31 90 131 64
split_gain=148.352 152.297 159.956 150.81 146.121 149.189 101.442 93.6061 82.3207 57.4765 258.996 55.34 12.9493 8.72361
threshold=-0.076045583654427817 5.8650421625191749 1.0153163336371029 1.4777338523735117 6.4080902888366857 0.7071497490764308 -0.2211377149636021 -0.1309893993951213 -0.16379719382484884 0.9123562466588675 -0.10563781281485628 -0.16463244925922574 0.19233231865866093 -0.23030036675339463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 11 13 -11 -1 -13 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.085959522920208586 -0.071058408367873235 0.026097069133280013 -0.0028221597689646917 0.043999259958549447 0.025226768842425546 -0.00073608771702715647 -0.00051140109211346484 -0.050816084946840749 -0.0017560241401525145 1.1940124896186228 -0.092959501937086186 -0.082126276726444639 0.14484727400493769 -0.086904852106191199
leaf_weight=18.141926848795265 310.45915124472231 189.16822365217377 7526.8110577517655 757.12510873563588 7143.9828862545546 3206.7247427157126 593.43283536285162 967.67045618104748 12.52901015197858 1.9495949130505321 7.9002265662420523 2.7166275961790225 33.63168967794627 303.33477540803142
leaf_count=551 4008 6107 79794 3876 50092 32322 6791 29387 816 7 115 228 45 9682
internal_value=0 0.00595928 -0.00340707 0.00145717 0.0138161 0.0171833 -0.0247421 -0.0382391 -0.0570771 -0.0761093 0.161773 0.0566869 0.127884 -0.0835274
internal_weight=0 20695.4 9440.77 8283.94 11254.6 10350.7 903.892 1156.84 380.204 325.714 9.84982 54.4902 36.3483 315.864
internal_count=223821 212377 119164 83670 93213 82414 10799 35494 11444 10620 122 824 273 10498
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=157 154 115 108 21 186 148 157 158 89 39 23 0 118
split_gain=257.148 161.437 233.069 191.71 152.297 124.549 101.509 29.8628 24.3335 33.6704 20.9523 3.6434 2.59868 2.07498
threshold=-0.41854548417762621 0.21850355958648293 -0.05276755735019608 1.4561494785676803 0.023078029190176135 15.250000000000002 0.73116551760645421 -0.49176382482268366 -0.34705288110628313 -0.038610524330168663 -0.086999845813030247 -0.012838926070204372 21.049783571954187 -0.37131640202598165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 11 -7 12 10 -10 -9 -3 13 -1
right_child=1 5 4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.012294505989202502 0.01090210228062565 0.031078795944082912 0.03842772465871027 -0.043844287549685466 0.00048946072735302692 0.023366390431546813 -0.067444366911764461 0.01836539804516155 0.59435054403709953 0.038631197884357482 -0.054142618612653765 -0.09731429892303145 0.013831774630888187 -0.082175135335598309
leaf_weight=4.3053849288262418 920.58915094658732 2.2637464776635161 1134.8767766850069 2095.9002346973866 15644.961290305946 4678.2274924064986 126.41804881067947 45.647206535562873 1.167834513355049 16.417030400596559 313.95166647294536 93.367943461984396 2.8990215249359599 325.2017874494195
leaf_count=100 13171 26 6683 27962 104992 50967 689 1501 41 298 7958 635 16 8782
internal_value=0 0.00247738 -0.00154516 -0.0271365 0.00305535 0.0187278 0.020977 -0.0585801 -0.0393217 0.0755373 -0.0449385 -0.094275 -0.0804327 -0.0812621
internal_weight=0 24696.6 19796.3 3016.49 16779.8 4900.28 4804.65 709.59 377.184 17.5849 359.599 95.6317 332.406 329.507
internal_count=223821 205125 152808 41133 111675 52317 51656 18696 9798 339 9459 661 8898 8882
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=15
num_cat=0
split_feature=166 118 154 14 180 195 52 169 106 110 90 108 52 118
split_gain=689.285 285.476 267.426 169.841 165.329 244.35 198.93 138.369 131.121 107.449 112.048 78.5879 55.6419 58.3643
threshold=-0.069302737515932633 -0.046529845028861115 -0.099017120766200242 0.09567818641950486 35.846720214190107 0.27096273209753341 0.47514687766121716 1.1912635713276287 0.10602462719633378 0.45368203004633711 -0.027248940296903012 1.2583022045868122 0.66841734938669928 0.16818123417310532
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 12 5 -2 -6 -3 -4 11 -11 -5 -1 -14
right_child=1 2 8 9 6 -7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.072998844369320748 -0.003216816398703218 0.010533845634303143 -0.056229270523009411 -0.17550936353836277 -0.0064687011967070919 0.058948141635761932 0.047789165646993446 -0.046919551098722645 -0.014861432405016429 0.89724907400303933 0.12693327525927503 -0.010508422995584294 0.038430554907922222 -0.076800818486655875
leaf_weight=1702.7879669314716 953.75707538705319 4990.7647305205464 1232.3294102214277 30.202716611791402 2923.3999068720732 1875.9868090443779 878.88118445221335 457.62335674511269 2025.6871129770298 2.0409096069633987 25.249632721068338 652.08467242214829 96.387370361480862 80.802516640629619
leaf_count=79367 7842 25028 36801 219 27035 14339 10102 2345 13376 77 141 5938 566 645
internal_value=0 0.00406242 -0.00784447 -0.0517155 0.0196936 0.0379956 0.00607278 0.0057082 -0.0305086 -0.0100299 0.184541 -0.0178125 -0.0674492 -0.0141175
internal_weight=0 15338.4 8706.4 2589.56 6632.02 2829.74 3802.28 5448.39 3258.02 709.578 27.2905 682.287 1879.98 177.19
internal_count=223821 136868 77550 86953 59318 22181 37137 27373 50177 6375 218 6157 80578 1211
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=115 142 13 173 125 3 96 122 160 67 151 172 103 151
split_gain=427.915 321.841 273.59 323.357 219.95 199.097 148.857 109.46 100.823 98.9254 87.855 79.5011 67.4773 43.0658
threshold=0.074945393683862008 0.051355837405778905 -0.2102194933720922 -0.094329413471621229 0.085398270528832032 15.969410995440413 0.47837436289914553 -0.075652751301245061 -0.46683794415222651 1.0214236455358134 -0.091632305262014851 0.082876804473084306 0.62962951962425551 0.16468619950683613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 8 12 -3 -9 11 -2 -7 -8
right_child=5 6 4 -5 -6 7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=0.03864219825828788 -0.09321882415669322 -0.067104180951226278 0.0041759713019273682 -0.0054244960628094703 -0.034392631418701462 0.016459703847407855 0.16064075085615911 -0.061431733373146946 0.045300975345996614 0.0057387750938227835 -0.023531132812382505 0.069967450554598631 -0.065012751566345187 0.010356855293228396
leaf_weight=3109.7260281904601 33.170984368771315 84.821413986384869 3059.6660436510574 3584.7059995704331 2861.456120042596 405.8702387267258 139.01506372820586 1994.0991378829349 1347.1804062861484 246.34115586802363 265.52329536061734 298.57443586387672 135.62652421090752 22.09940507193096
leaf_count=22810 66 421 59413 19735 24995 2810 780 71625 9458 6073 2553 1525 1212 345
internal_value=0 0.00654407 0.00119579 0.0150456 -0.0144628 -0.0330474 0.048896 -0.0442944 0.0386429 -0.0540462 0.0193385 0.0536506 -0.00394638 0.140027
internal_weight=0 14208.7 12615.6 6694.43 5921.12 3379.21 1593.12 2781.94 1432 2240.44 597.269 331.745 541.497 161.114
internal_count=223821 137957 126953 42545 84408 85864 11004 81720 9879 77698 4144 1591 4022 1125
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=15
num_cat=0
split_feature=76 19 8 178 12 79 193 19 14 55 67 93 106 126
split_gain=388.44 335.982 276.941 261.338 215.48 140.927 109.023 108.214 120.81 101.242 89.4476 86.9802 63.426 53.7978
threshold=-0.01799178957522795 -0.21916723830256793 0.77699182988522153 -0.13488256368557658 1.5012310895402565 1.192367834273121 0.57564923298149862 -0.43100846974716339 -0.29025251026710402 0.77735609347829282 0.19912420260752087 0.056410312237358602 0.21752069496413756 0.94817693836414219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 -5 -3 -1 13 -9 12 -8 -11 -4 -2
right_child=1 3 9 4 -6 -7 10 8 -10 11 -12 -13 -14 -15
leaf_value=-0.062022488604816774 0.091436715858953577 -0.051634537606880818 0.039408570764598805 0.022305169015959067 -0.0066020236160341771 0.014843255805541831 0.046468684483873354 -0.017742200252605839 0.040042054519098286 0.21260310868120294 -0.042390768787330974 0.050832617643123329 -0.059698065184898813 0.027511049058515803
leaf_weight=1811.1030389554799 457.21070234291255 1438.2714896351099 122.74499094812199 4002.4347432318609 7249.0422998634167 409.73732720501721 183.45045234030113 481.79172966396436 1452.9207556899637 39.58023458532989 296.16863572318107 207.39016614574939 136.25865935487673 184.88219660520554
leaf_count=84919 1972 28599 655 19158 69854 918 1064 3947 8101 585 996 648 1941 464
internal_value=0 0.00444978 -0.0360065 -0.00204329 0.003681 -0.0368952 -0.0507959 0.037458 0.0256523 0.03095 -0.00840274 0.0767585 -0.0127302 0.0730302
internal_weight=0 15676.3 2796.7 13099.5 11251.5 1848.01 2290.72 2576.81 1934.71 505.974 479.619 246.97 259.004 642.093
internal_count=223821 133013 90808 118529 89012 29517 86979 14484 12048 3829 2060 1233 2596 2436
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=29 169 152 129 35 1 23 73 95 51 23 64 94 160
split_gain=154.606 166.496 168.956 226.333 148.091 197.828 186.292 104.316 75.098 67.602 49.248 5.91079 3.76669 0.0103499
threshold=-0.11441128060287216 -0.073064136337180327 -0.43092653267952091 1.0155316109626573 0.04901830191910727 0.23852113239063885 0.024026016529326372 -0.11275068242597786 -0.16379719382484884 6.2024623884624086 -0.14469908219384894 -0.23030036675339463 0.0094129136316486051 -0.11069363017895538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 10 -10 13 -11 -12 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 11 12 -13 -14 -15
leaf_value=-0.086755144937157219 -0.0040829580310456819 0.14261247589862902 -0.03737248748500633 0.0023327552595408733 0.065628769375445747 0.36630863075759479 0.032331658085305547 0.032704482500691405 0.21869507806594002 -0.019116477609203302 0.046385887892674046 -0.081372901551347215 0.13899316835597436 -0.08097138811013456
leaf_weight=12.244530554860832 2403.6433503866429 103.8497510375455 1624.0073032792425 12378.842969887541 134.55389478616416 26.131112085538916 3381.0706023068633 512.63096331502311 7.8197473967447868 15.971454909071324 5.1626202038023612 337.73474130651448 29.4265873786062 4.1400893554091445
leaf_count=167 39213 640 41619 103861 1228 908 14494 2462 38 1133 95 17546 30 387
internal_value=0 0.00572162 -1.647e-05 -0.00227214 0.0198312 0.114526 0.0172008 0.0512191 -0.0561105 -0.0721321 0.0575209 -0.0785617 0.125171 -0.0852937
internal_weight=0 20564.7 14619.3 14002.9 5945.4 160.685 5784.71 616.481 412.5 361.526 50.9738 353.706 34.5892 16.3846
internal_count=223821 204425 148582 145480 55843 2136 53707 3102 19396 18717 679 18679 125 554
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=166 8 77 139 77 129 116 129 182 135 166 178 52 139
split_gain=196.9 201.841 146.089 144.473 74.2908 117.074 70.9835 64.3803 53.7374 55.5446 65.6228 58.0704 52.8023 223.604
threshold=-0.28478653294392503 0.46104518688059487 -0.35914641964089722 0.055083504326628369 -0.063275075870752581 1.0114259488953881 0.5196941509404075 1.0165820191025925 -0.086597960731947532 -0.095998693816200589 -0.39170330812480386 -0.026453232894587519 1.1066497579210548 0.37322124682268309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 9 10 -1 -11 -10 -14
right_child=1 4 3 -5 5 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.048146711152598658 -0.089847335071695927 -0.016741978770877065 0.013468846839975099 -0.0040513853535045019 0.15013078592605722 -0.035540465137921633 0.075961371571286962 0.039871305586790959 -0.04457896596682203 -0.027570317158112236 0.22977586744829903 0.29037349557509445 -0.084484080079256604 1.2520553275488693
leaf_weight=13.507696113549171 217.16021127998829 601.74224855564535 13398.004328471608 7255.3087903610431 34.552696608006954 1980.483969504945 29.303196437656879 301.52363668847829 1216.8692894668784 125.06364703737199 22.897668259683996 6.0210858657956114 5.2788265738636246 1.6408287957310674
leaf_count=691 836 6339 103657 52654 367 14654 563 2142 37682 3430 495 132 139 40
internal_value=0 0.00296095 0.00640085 0.00731416 -0.0216743 -0.0323567 -0.0701336 0.00215638 -0.035742 0.0173819 0.126657 -0.0129663 -0.0430126 0.232444
internal_weight=0 23818.1 20899.8 20653.3 2918.3 2015.04 246.463 903.266 1391.28 167.49 36.4054 131.085 1223.79 6.91966
internal_count=223821 181212 157710 156311 23502 15021 1399 8481 42609 4748 1186 3562 37861 179
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=166 106 173 178 51 181 195 112 24 24 145 49 78 155
split_gain=610.273 229.909 278.92 220.083 162.001 156.211 181.622 147.728 131.667 85.5916 83.9298 45.7407 19.5808 28.1646
threshold=-0.063663680295569403 0.21752069496413756 0.15072850701297982 0.95897365398787449 101.65808387394787 -0.05832552702656376 0.3009871292058513 -0.21652217682999828 -0.035592039577426356 -0.013432365361312872 -0.28873303531887134 2.0171679819840991 0.0047072399625825425 -0.21377570933944662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 12 9 -7 -2 10 -3 -6 -10 13 -1
right_child=1 5 3 -5 8 6 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.50190104221418319 0.026991422919807963 0.048059893534775952 0.013116818341543327 -0.07155184297307525 -0.11168574803943319 -0.021394420589659541 0.018105160112036358 -0.043341479825678347 -0.059202928640579272 0.0075169460951003131 0.02554882576796837 0.049123673006926077 -0.070080479106035667 -0.12624808665546414
leaf_weight=2.3461766866967073 341.88303363346495 1777.3129347818904 3963.065687217284 332.78175972122699 48.765255759702995 1672.8877802253701 3827.3416761467233 2360.9362851311453 607.68140283832327 736.49227908626199 517.33980229706503 41.650816711597145 1395.5169205060229 13.366847889265044
leaf_count=16 1776 10962 20378 3806 1083 9123 22110 60488 5803 6455 3639 153 77655 374
internal_value=0 0.00396537 -0.00927704 0.00655788 -0.0482829 0.01553 0.00609141 -0.034445 -0.0215227 0.0361817 0.0137272 -0.0522544 -0.0713304 -0.182338
internal_weight=0 15012.7 6998.67 4295.85 2626.67 8014.03 5500.23 2702.82 1215.44 2513.81 566.105 649.332 1411.23 15.713
internal_count=223821 135098 86448 24184 88723 48650 31233 62264 10678 17417 4722 5956 78045 390
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=115 41 133 197 68 14 16 0 95 33 116 96 168 85
split_gain=385.587 250.136 185.667 200.222 159.438 144.804 170.722 134.172 119.135 87.5636 77.0708 75.7651 75.1468 50.7364
threshold=0.0074134127721585666 0.0022222666491792729 0.049311881217537344 0.040638418996547652 2.3120987714422427 0.09567818641950486 0.055902906688506442 0.94694164632941502 0.16628297888364901 7.873497952068754 0.73321440575576002 1.9294637379020878 18.38459792703155 0.0081108703141536797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -2 -1 9 -3 11 -6 -10 -12
right_child=4 8 3 -5 10 -7 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.1155125743763331 -0.036836167120512089 -0.050197612137951611 -0.017644519531447557 0.013221340555561026 0.083775710698599015 -0.070746459926514502 0.0079574032025027022 0.03240675517424229 0.076280590771422005 0.036981078357625118 0.1036723863605889 0.35488302250127568 0.21900501063149347 -0.032212830597389497
leaf_weight=63.121483141556382 2545.3008803587873 126.93769021239132 4861.2999974964187 3702.1038835137151 108.03157797642052 720.08290440274868 1278.1139417206869 2150.4886516795959 358.19089234992862 1247.4011481306516 36.554448566865176 11.395656857639549 41.126045209821314 110.65477100806311
leaf_count=99 30224 403 49212 23242 751 61732 12700 30007 2211 10580 598 101 233 1728
internal_value=0 0.00809985 0.00237269 -0.00430069 -0.0251993 -0.0296098 -0.0218623 0.0281888 0.042899 0.028929 0.0499547 0.109645 0.0909799 0.00152968
internal_weight=0 12550.7 10777 8563.4 4810.13 4543.5 3823.41 2213.61 1773.66 1374.34 266.636 119.427 399.317 147.209
internal_count=223821 115987 102560 72454 107834 104656 42924 30106 13427 10983 3178 852 2444 2326
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=190 99 76 19 173 16 10 195 41 119 183 135 181 51
split_gain=368.014 215.556 213.477 259.441 212.683 179.772 163.902 118.793 97.3428 92.3294 80.067 55.7565 52.2393 28.1798
threshold=-0.019987507807619247 0.68035452077775094 -0.01799178957522795 -0.21916723830256793 -0.18682058542908275 -0.064325482068277248 0.58686530613926913 0.22162928980237653 -0.01375880163481559 2.6019231980924666 0.94299293132124473 0.41594226668427836 -0.18864882665951707 9.4860659700442067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 5 -5 -4 10 8 -1 -9 -2 -8 -3 -14
right_child=2 12 3 4 -6 -7 11 9 -10 -11 -12 -13 13 -15
leaf_value=0.085062453483495726 0.44062558160165849 -0.27813551410361326 0.0064693952799412362 -0.061638081970692697 0.0049500282227166572 0.062298486006281906 0.061932034446000907 -0.061624697432977597 -0.043404238006456909 0.18356506089870139 -0.043332050304946253 -0.0049681848386616961 0.077793806518919761 0.0059662873946388327
leaf_weight=109.58850565901957 3.4260455127805463 4.8258203938603392 1006.4941026966553 501.45381371723488 11039.755738890031 1350.8903860170394 213.53486956958659 1740.4469028499443 127.72786554205231 15.494749009143559 1557.8905336672906 299.03991770558059 165.41694094240665 81.547587614506483
leaf_count=2817 84 25 4909 4777 72799 5244 2312 89818 5325 141 32986 1434 814 336
internal_value=0 -0.0394733 0.00376587 0.00823164 0.00205684 0.038462 -0.0261624 -0.0504863 0.0159194 -0.0594611 -0.0422701 0.022902 0.0477092 0.0540764
internal_weight=0 2245.05 15972.5 13898.6 11541.2 2357.38 2073.89 1993.26 237.316 1755.94 1561.32 512.575 251.79 246.965
internal_count=223821 99276 124545 87729 77576 10153 36816 98101 8142 89959 33070 3746 1175 1150
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=151 126 161 151 181 46 131 49 46 21 1 28 146 73
split_gain=151.832 175.815 203.533 202.542 307.189 162.7 158.4 119.187 107.872 84.6874 110.112 74.2289 13.4145 5.45405
threshold=-0.41813991884225654 0.89210987452621315 -0.360464535440217 -0.19691279647706394 -0.021373830030291151 -0.055192673641519328 0.47095107146856957 -0.10248595710008367 -0.095501260490595666 0.1165161482309563 -0.43394772052080283 0.15653913420837115 0.19235663335230854 0.24948096225735159
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 12 11 -11 -10 13 -1
right_child=1 3 7 6 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.09126226566945371 -0.056017426230754334 0.041474766639625155 0.006007455026669121 0.0065241874451608855 -0.026766777681259984 0.089049267778375782 0.035132471050431123 -0.051317987759353582 0.041875139887505741 -0.0094285905830128556 0.092835162974486227 -0.055000052490792574 0.18721829376317453 -0.16550421057767234
leaf_weight=32.704149360070005 111.42183788213879 817.88425524602644 484.59183649567422 11017.698260301026 3409.3999611563049 252.55557944159955 2347.8283831715817 1441.7666662065312 239.28484137146734 134.06418396532536 490.5817444846034 118.14834570046514 1.5294748544692982 14.187820022925733
leaf_count=694 1125 10260 8539 121332 22562 1086 11344 41384 2662 407 1930 444 1 51
internal_value=0 0.00212242 -0.0239393 0.00551529 -0.0135636 0.044641 0.0115496 -0.0368973 0.0414892 0.0486734 0.0708869 0.00985337 -0.104219 -0.113725
internal_weight=0 19883.1 2290.34 17592.8 4227.28 363.977 13365.5 1926.36 1030.5 982.079 624.646 357.433 48.4214 46.892
internal_count=223821 217632 52134 165498 32822 2211 132676 49923 6189 5443 2337 3106 746 745
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=15
num_cat=0
split_feature=166 114 129 190 74 72 108 175 134 145 104 180 158 129
split_gain=171.702 160.816 178.854 151.496 108.704 86.9902 73.8753 58.9406 54.3893 84.4771 42.8512 41.2317 40.7502 31.3346
threshold=-0.28478653294392503 20.110051268876344 1.0105888055724039 0.56735693499531303 0.035213753474709238 0.68144917278649453 1.4854893159688498 0.67213802332957018 -0.066296262784863363 -0.37661226152143329 0.55317175546215158 30.415662650602414 0.076304174916704756 1.022924684467053
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 8 -3 9 -1 -7 -10 13 -8
right_child=1 5 3 -5 -6 10 12 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.065112199283058572 0.01134476542540149 0.044072432856477523 0.0070884516347007286 -0.02335426710980101 0.20991910901444061 0.05949378713245395 -0.060100917974439116 -0.038008423182388007 0.06398316540779353 0.12395389885899495 -0.039210067157562478 -0.033951290385720527 0.051947900522331371 0.024074908187181762
leaf_weight=35.399852210655808 46.188557582907379 92.734133420977741 19923.991097307298 1780.7959015909582 68.380664883181453 164.16324906609952 796.30803467240185 1545.3756686043926 49.956986011471599 71.094760708045214 60.081483240704983 308.22499326476827 36.891819439828396 46.823456773534417
leaf_count=1165 342 680 148427 12063 422 1098 25267 17098 1593 1082 1082 11540 218 1744
internal_value=0 0.00284101 0.00524853 0.00459074 0.129864 -0.0253654 -0.0338929 -0.0333618 -0.00163709 0.0611065 0.0330482 -0.020292 -0.0509249 -0.0554262
internal_weight=0 23681.7 21819.4 21704.8 114.569 1862.35 1344.7 1638.11 464.677 106.495 224.245 358.182 880.023 843.131
internal_count=223821 181212 161254 160490 764 19958 42609 17778 15380 2247 2180 13133 27229 27011
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=166 47 70 45 129 109 140 47 109 121 157 109 97 112
split_gain=547.917 226.53 194.267 183.341 163.148 90.964 90.9007 79.2934 80.4849 69.8484 56.2322 49.8568 39.0291 34.3593
threshold=-0.10279249656271604 -0.0037742673047814423 -0.030657728127294944 0.16225412646820103 1.0171470459736336 -0.29532128748438929 -0.12497522826051975 0.078067626485696082 0.35705785851067151 0.073180398810310715 0.31206538356223634 -0.67712838120494923 -0.1215944847273638 -0.45140047210187467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 9 7 8 -1 -2 13 -12 -9 -8
right_child=1 2 3 -5 -6 -7 10 12 -10 -11 11 -13 -14 -15
leaf_value=-0.10211427761322765 -0.061766446990454631 0.025628598610291264 -0.028303231090257303 0.0050801646567939212 -0.0090103209885223062 -0.065615279619815711 0.029817034277024569 -0.16904487230322818 0.14052685328716624 0.054063061572593787 -1.0002104018457503 0.045882825913538428 0.024463319379488375 -0.074811928385221368
leaf_weight=125.59214757243171 85.390499823726714 5472.4834987788927 2457.9718497907743 4974.6948219672777 1809.2778427999001 655.48117227922194 32.16768641024828 10.856685802340506 15.340301071759312 133.385223550722 0.45986393094062705 49.137979300459847 260.88608845206909 1292.0868529352592
leaf_count=1247 3672 36545 21976 29457 9609 43203 101 50 112 1307 5 673 1293 74571
internal_value=0 0.00247494 0.0054133 -0.00595967 0.017022 -0.0469801 -0.0559924 -0.0148353 -0.0757031 0.00885357 -0.068355 0.0361836 0.0167323 -0.0722704
internal_weight=0 15588.7 14714.4 7432.67 7281.76 874.257 1786.53 412.675 140.932 218.776 1373.85 49.5978 271.743 1324.25
internal_count=223821 145769 97587 51433 46154 48182 78052 2702 1359 4979 75350 678 1343 74672
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=157 114 186 91 127 44 106 74 82 157 91 19 68 20
split_gain=377.409 240.256 240.416 225.822 174.491 171.951 92.666 88.9185 77.0185 52.1536 29.5994 25.4049 23.0924 44.3297
threshold=0.076014181898170718 4.2979950504152962 46.750000000000007 0.0659887144841797 -0.23885640631803834 -0.10075211232511391 0.4570315101033528 0.62414035224573994 -0.15036336830851049 0.20780884621362475 0.0028160446383150169 -0.26488616334231646 -0.13485182574355903 -0.13460840607434868
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 9 11 -11 -2 13 -10
right_child=8 2 7 -5 6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.10928748560360402 0.12756244703181119 -0.00051360183020317046 0.078005720238008766 -0.039541104222261841 0.037301528102170044 -0.11323918490874055 -0.10473231862639454 -0.020847259470029685 0.35534823875201449 0.2263083377686424 -0.060922385215173673 0.017702081864579413 -0.070682519302481789 -0.024854936822674867
leaf_weight=44.99806497618556 27.598192108562216 10712.391119964421 480.34246631618589 1720.7596817850135 2742.7632127951365 152.09838050603867 46.716647854074836 112.25996624678373 3.4009215552359811 3.7090285541489711 109.71605859161355 88.703479688381776 931.36376056820154 31.19952844735235
leaf_count=298 398 73770 3413 25646 21645 431 118 2312 28 229 8593 1681 84060 1199
internal_value=0 0.00291633 -0.00294904 -0.00591504 0.0284978 -0.0624353 0.0349228 0.0592795 -0.0553254 -0.00328238 -0.0515299 0.0437718 -0.0677024 0.0125157
internal_weight=0 16012.3 13025.8 12433.2 2986.58 197.096 2789.48 592.602 1195.69 229.727 113.425 116.302 965.964 34.6005
internal_count=223821 127633 105141 99416 22492 729 21763 5725 96188 10901 8822 2079 85287 1227
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=118 156 184 72 178 90 73 151 157 126 152 142 73 101
split_gain=338.64 339.488 279.065 260.023 228.26 208.963 152.618 122.192 100.509 129.774 91.5926 84.2074 70.3001 59.6329
threshold=0.5682250851008136 1.5178357897729258 0.067575336288918264 1.1032084393894241 -0.13488256368557658 0.0082949702008786996 0.86664508257475592 -0.33605614537333978 -0.18543752578970774 0.95704030644907256 -0.49937849832923104 0.17374184633438325 0.5409197164810402 0.67993110085933595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -4 -5 -3 10 -10 11 -2 -12 -11
right_child=8 2 5 6 -6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.028988387588341342 0.050640679774377952 0.033890625237327408 0.030209873325121761 -0.088532485519819154 0.017416607876887057 -0.023677014295126583 0.020977543921091409 -0.069436677364636712 0.061807211948030766 0.0098750599366208697 -0.0071724319908093694 -0.13410621670266754 0.034208668685486214 -0.10521683936147296
leaf_weight=1262.9510653340258 36.142787849297747 123.96481318771839 894.07022853451781 444.38616952672601 6595.8324410384521 3688.0938699529506 178.33261981606483 1491.0032024979591 1188.2054319116287 290.28146243724041 697.68244593031704 77.733068738598377 997.48569771833718 53.282567255198956
leaf_count=15258 124 4643 16460 1270 37150 21086 562 109886 8010 945 4994 156 3184 93
internal_value=0 -0.00796926 -0.0257607 0.0050303 0.00995906 -0.0131626 -0.0571713 -0.0615053 0.027306 0.0461558 0.0113454 -0.0754698 0.0171774 -0.00797428
internal_weight=0 14678.6 6197.13 8481.5 7858.78 4582.16 622.719 1614.97 3340.81 1531.77 1809.04 113.876 1695.17 343.564
internal_count=223821 206315 152075 54240 52408 37546 1832 114529 17506 9048 8458 280 8178 1038
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=15
num_cat=0
split_feature=191 160 71 188 129 112 72 128 19 165 128 124 71 129
split_gain=144.278 182.312 171.007 192.06 145.473 136.485 91.9562 88.5281 78.4754 69.8605 46.5169 35.5105 45.138 16.1692
threshold=1.0146854818027098 0.17758489640181738 0.55923586651633028 0.5988475288678633 1.0245748931830738 0.75791861785605175 0.66667888904224559 0.40436485587109389 -0.43100846974716339 0.23798861313393807 -0.051965089956983346 1.005545252062628 2.8293992994472354 1.0179535823097885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 -1 8 -3 13 -10 -6 12 -8 -2
right_child=6 2 3 -5 10 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0023218371450274104 -0.10170060446308715 -0.059793759839501782 -0.031121993208356527 0.10940223560195678 0.12949528864558915 0.037486571002998535 -0.011066910167713788 0.020337021537241366 0.024253638467271507 0.063406166085555701 -0.097985584482592661 -0.094809025731459037 0.13744923034333587 0.0011392545549899272
leaf_weight=15398.003772896715 46.830792784690857 1077.2727344131563 241.94230212830007 162.641153505072 9.4938673637807351 1188.9770613925066 409.38387337792665 158.10959594254382 1130.0067580863833 763.76206652075052 169.10439820005558 47.42823532409966 21.540975982323289 22.69881228543818
leaf_count=158329 227 46261 3424 851 23 3445 2214 1944 1912 2513 2233 237 120 88
internal_value=0 0.000763184 -0.0310587 0.0253683 0.00387591 0.00484249 0.0266339 -0.0495383 0.0362131 0.040044 -0.0858932 -0.0126819 -0.00364292 -0.0681272
internal_weight=0 18405.5 1639.97 404.583 16765.6 16587 2441.65 1235.38 1963.3 1893.77 178.598 478.353 430.925 69.5296
internal_count=223821 216510 52480 4275 164030 161774 7311 48205 4740 4425 2256 2571 2334 315
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=12 57 114 77 38 163 195 10 19 163 74 77 10 87
split_gain=169.006 191.401 128.18 149.371 107.179 99.0327 137.447 102.199 84.289 81.9749 78.8315 73.8011 58.3767 50.988
threshold=2.4897991822651222 5.3407669311162467 20.110051268876344 -0.35914641964089722 -0.083887009663765957 -0.015309718567576619 0.36144141763545773 0.13073239406664913 -0.20121042461369729 -0.25819721446164307 -0.025320258197031775 -0.15552920633183576 -0.21642733148543727 0.0054253983802544292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 9 6 -6 -7 11 13 -10 -2 -4 -1
right_child=1 2 12 -5 5 7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.45863692787955473 0.16273217656381866 -0.07888223254852271 0.18550148044459386 0.0057263630540101609 -0.041469169438141801 0.01334144847260855 -0.0048503611878861781 -0.022374228422730014 0.00096561198464899895 0.065168478953649814 0.032431168110814486 0.049102487460510595 -0.029538485048575182 -0.031933509923791341
leaf_weight=2.1494495673105112 65.174914125353098 212.54150417819619 12.73813907895237 11421.26416191645 2205.9928602296859 1962.5145289190114 1914.6343109109439 1353.884969165083 1305.7071896658745 308.75066802138463 2040.4931403682567 464.69518210552633 1410.3827325082384 148.00742082810029
leaf_count=84 376 1070 122 84953 26073 12821 28190 11646 15760 2484 16616 2791 15698 5137
internal_value=0 0.00650795 0.000715247 0.00418062 -0.0112079 -0.014102 -0.0244544 -0.0012391 0.0260212 0.035694 0.0201531 0.0630791 -0.0276137 -0.0249111
internal_weight=0 16933 13056.9 11633.8 7895.93 7437.03 4120.63 3316.4 3876.07 458.908 3346.2 529.87 1423.12 150.157
internal_count=223821 137386 101843 86023 86435 78730 54263 24467 35543 7705 32376 3167 15820 5221
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=116 157 195 192 138 122 137 116 124 47 118 157 130 53
split_gain=513.52 285.365 258.429 280.994 229.158 126.631 98.2196 159.142 79.3163 55.1244 45.9212 38.3046 31.8558 24.9886
threshold=-0.0099158212682015617 -0.19791798685828849 0.31205088270162501 18.205630160050632 0.14983842830872254 0.048991411428089264 0.25999459209017994 0.23824616027412923 -0.15971169688712658 -0.11619061837285684 -0.11543585242270686 -0.35107307533242138 -0.64486831088192476 0.13566527891205357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 12 7 -2 10 -10 -7 -8 13 -1
right_child=1 2 3 -5 -6 8 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.084421897650009778 -0.05976803077816617 0.0042301452456373814 0.029503879093790694 -0.0068145136384166766 -0.040583140070770768 0.089561129972327014 -0.085242049924453459 0.046198600124589595 0.22785318490435827 -0.06602209270737458 -0.0042248158119429042 -0.042783402444599813 -0.079517489106597145 0.17137612785306477
leaf_weight=6.5789032597094765 291.41693170159124 3138.8223570056725 5861.9189678872935 3346.480791645823 1792.8793703180272 71.996515665203333 385.69522950542159 275.90812228852883 6.5620663890149435 233.76727934298106 189.94961421960033 473.12721957918257 1051.0179223566083 9.1034273803234083
leaf_count=425 6568 18448 37839 23529 13015 366 7832 1615 110 7755 1067 7852 97379 21
internal_value=0 0.00211171 0.00641167 0.0163052 -0.0120614 -0.0579121 -0.040522 -0.00823311 -0.0165109 -0.057998 0.0215525 -0.0618515 -0.0774066 0.0640662
internal_weight=0 15566.2 14140.1 9208.4 4931.7 1568.98 1426.15 567.325 502.275 240.329 261.946 858.822 1066.7 15.6823
internal_count=223821 116698 92831 61368 31463 107123 23867 8183 9298 7865 1433 15684 97825 446
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=140 74 194 27 124 129 9 91 145 56 67 168 21 27
split_gain=340.102 191.056 280.428 262.549 197.628 112.008 105.632 74.7227 39.0577 19.8213 20.1069 17.5104 23.3108 15.2077
threshold=-0.12497522826051975 0.46530598890182634 0.040638418996547639 0.069591241019729508 -0.2311771009550245 1.0189294252349985 -0.097900941120123083 0.060197606548729153 -0.19589594625713186 1.2265792670671891 -0.13785081707509816 4.1543029968740699 0.12954120488359952 0.067145940953383346
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=0.19788471165058874 0.0050698350083876022 -0.022202034601820582 -0.078607559233900726 -0.036054814194767131 0.025413113024792783 0.05571485255666421 -0.027469590751681795 -0.068596402636303525 -0.023668143279442191 0.042371765900752895 -0.021755307862058593 -0.071942355601500182 0.81238187774078041 0.38776350700886458
leaf_weight=4.3720544185489407 5680.840163504472 825.64417745382525 188.33748788270168 2136.1534319494385 6043.8028656404931 273.19837348652072 345.97676565055735 599.02074811025523 69.749858874361962 3.0089191957376888 89.278912157285959 748.70992701570503 0.33510022447444399 2.2119142785668373
leaf_count=28 65569 5288 1299 13647 42445 1194 3999 14563 5124 38 994 69592 29 12
internal_value=0 0.00229076 0.00644662 -0.00616832 0.0222696 -0.0262762 0.00923384 -0.0417092 -0.0602991 -0.000929837 -0.0115015 -0.0674681 -0.0196707 0.188704
internal_weight=0 16093 14049.1 7816.99 6232.14 2043.84 619.175 1424.66 917.667 98.8718 93.651 818.795 70.085 5.22083
internal_count=223821 148004 122960 79216 43744 25044 5193 19851 75817 1072 1022 74745 5153 50
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=64 148 12 186 181 21 119 67 136 124 95 102 187 159
split_gain=320.849 190.79 186.311 279.303 221.781 55.4839 53.4841 94.2404 49.2659 37.8961 29.4365 20.5086 16.7525 9.74929
threshold=-0.0092450793545750844 0.79543638230996117 1.3895774741248155 46.750000000000007 -0.010369968693345786 0.25125161897762743 0.010395784471040297 -0.046427271954873749 0.11186070096605503 0.17824035914470973 0.48309509974664033 1.7645556207350284 0.88761434734158451 0.17068987990107384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 10 8 -8 -3 11 12 -7 -1 -11
right_child=1 6 4 -5 -6 9 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.071146741943579436 0.026143442608012709 0.33149110305084079 -0.048911087235262031 -0.044388484572217501 -0.0027376211713434355 -0.064522107083659949 -0.11015366581367697 0.054495939772625436 0.10051682975863459 0.19194825054540651 0.92807514004160407 0.14653269330461252 0.04107066423896872 0.042353536912600687
leaf_weight=763.57795912981965 4027.2540784180164 11.005596252623944 1154.5765091436915 652.39020818844438 10505.593119302997 27.510735318763182 37.042098512873054 564.97241104068235 57.388066995888948 13.806316035799684 0.29609345970675249 5.529513791203498 13.539187753573058 6.3649686435237518
leaf_count=88939 19980 114 37794 2437 70497 1053 276 2310 203 23 5 8 132 50
internal_value=0 0.00160026 -0.000544942 0.0163106 -0.00730966 -0.0620501 0.0538852 0.044365 0.137684 0.0367379 -0.0688118 -0.0292006 -0.0691917 0.144744
internal_weight=0 17010.2 16339.8 4679.64 11660.2 830.625 670.408 602.015 68.3937 53.2115 777.413 33.0402 777.117 20.1713
internal_count=223821 133611 130708 22417 108291 90210 2903 2586 317 1134 89076 1061 89071 73
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=29 26 89 22 6 89 95 129 90 90 61 23 187 2
split_gain=131.082 160.257 232.492 160.858 139.741 114.224 67.3394 61.4346 44.8396 43.1906 23.554 18.1242 6.37081 3.04376
threshold=-0.11441128060287216 -0.11387297072736298 -0.065480568058872632 0.05784657971489137 0.20351956511223465 -0.055935000459445723 -0.16379719382484884 1.0124726375080919 -0.16463244925922574 0.21789608835044302 0.66130655826567708 -0.060763745329744566 1.746051769843546 0.063379831359250918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 9 11 -4 -5 8 10 -1 -3 -8 -2 -9 -10
right_child=1 2 4 5 -6 -7 7 12 13 -11 -12 -13 -14 -15
leaf_value=-0.085264274084212902 -0.086698285484065329 -0.076422606630971557 0.014678122105270849 0.15516018633439854 -0.0023755739213186145 0.036625564663137121 -0.082779526458297309 -0.07911416138421791 0.17921885549776459 0.26735070256270993 0.29923422797415655 0.28639291879995604 0.060582438296806942 0.10518468316856056
leaf_weight=15.468304401962085 61.058024470345117 385.04139736073557 8413.1317891234066 164.43068136344664 11203.425982489367 160.7926683507394 2.1956452564336342 319.47102416492999 7.057677394244819 3.6896636094897977 6.0928322076797485 1.3304213301744301 3.2982493033632627 26.051506716990843
leaf_count=547 2392 9188 50107 1258 139053 2374 224 18461 9 12 5 41 27 123
internal_value=0 0.00465479 0.00342084 0.0683406 0.0049384 0.0965559 -0.0546505 -0.0707835 0.0552971 -0.0731597 0.198038 -0.0787422 -0.0776867 0.120966
internal_weight=0 20392.9 20005.3 387.612 19616.6 325.223 379.635 331.058 48.5775 388.731 8.28848 62.3884 322.769 33.1092
internal_count=223821 204425 198360 6065 189160 3632 19396 18717 679 9200 229 2433 18488 132
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=13 81 57 182 195 77 180 139 85 56 193 23 9 85
split_gain=156.297 121.101 112.949 104.811 111.515 104.383 102.42 93.0832 58.8744 56.2523 48.8728 72.2495 35.7638 23.5481
threshold=-0.29868578556624259 1.8166894530811681 3.614584379182241 -0.073857638360448688 0.43989775000682324 -0.35914641964089722 39.620481927710848 -0.035137389925867742 -0.12175504144104639 -0.087971176411416482 0.64451217795714955 0.13254318716319305 -0.35937755693196921 2.2081481068708642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 12 -4 -6 -2 -5 -10 11 -3 -1 -12
right_child=1 10 5 8 6 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=0.18753206193318062 0.052009079309728493 0.030626102697608168 -0.063357773982216078 0.57028377460269719 0.1092350333699329 0.00083584772040324001 0.53889909430945127 0.0074674914369124608 0.0011794583479222249 -0.045009836176355206 -0.037317853324885082 0.12603850098482999 -0.026130919166310235 0.26050720646568554
leaf_weight=8.39767406741157 778.45884275529534 171.49890928063542 256.52070018928498 1.6043591136112798 58.430523868650198 20207.426017578691 6.1298967096954575 1180.9359249256086 329.4476956219878 1320.5477088221814 57.312993468716741 147.72845079191029 116.71676833042875 2.7837534248828879
leaf_count=444 7175 714 1774 24 998 165646 122 10861 4638 27920 420 871 2184 30
internal_value=0 0.00317513 0.00222729 -0.0271134 0.0432897 3.11646e-05 0.150031 0.0251637 -0.0351987 -0.0357874 0.0592058 0.07478 -0.0117899 -0.0235222
internal_weight=0 22802.7 22423.3 1841.27 189.675 20463.9 64.5604 1959.39 1651.6 1650 379.324 319.227 125.114 60.0967
internal_count=223821 187491 185456 36330 3748 167420 1120 18036 32582 32558 2035 1585 2628 450
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=67 118 115 96 155 152 100 112 190 195 23 100 44 114
split_gain=451.778 297.863 158.092 171.553 151.175 165.537 146.853 103.958 64.2514 56.3871 49.0468 43.1387 38.1954 6.14225
threshold=0.0027328094278361004 0.031415806271777376 0.47571386900948959 -0.030864659672032835 -0.13520044561895492 -0.11850492180103277 -0.033954633733151642 -0.15167291716976419 0.76459879568687994 0.27661498356839276 0.046714487078490317 -0.085209369901097357 0.22420505508849251 15.622633784179639
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 11 -11 -1 13 -9
right_child=1 4 8 -5 6 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=-0.00049251712833225882 0.040976892254752761 -0.026103573721635867 0.048737287027221958 0.00070530211907228935 -0.0099453589959862566 0.015208330661491921 -0.057276018354668792 -0.079035670708819547 -0.042083573068316948 -0.0061930255698865308 0.11697912215111245 -0.10940443666534901 0.1981848632999671 -0.045706393846753637
leaf_weight=60.96104661654681 1277.7035429798998 1676.1916483351961 1379.7404060144909 6145.9134925240651 1338.7135286219418 2302.01532655349 1284.5553147173487 914.18909718003124 82.556202122941613 237.33942083199508 37.426432345993817 90.147227739798836 5.0693951072171322 58.853401643224061
leaf_count=1068 6182 10101 17239 35672 7424 12374 19769 104181 472 4897 323 1590 33 2496
internal_value=0 0.00160315 0.0135565 0.00763658 -0.0144866 -0.00219817 -0.0331221 -0.0576381 0.0436099 -0.0163998 0.0105845 -0.0654665 -0.0755934 -0.0770198
internal_weight=0 15487.4 8885.91 7423.62 6601.48 3978.21 2623.27 1403.99 1462.3 425.874 274.766 151.108 978.112 973.042
internal_count=223821 109233 59565 41854 49668 22475 27193 114588 17711 7878 5220 2658 106710 106677
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=157 23 197 74 74 106 86 140 157 116 166 157 16 5
split_gain=346.075 220.759 333.676 265.543 188.756 173.366 164.582 212.463 134.225 114.32 82.4284 76.1942 68.5668 38.4326
threshold=-0.067453422964110568 0.030262225485309376 0.075917304504212885 0.46530598890182634 -0.063104113634292788 0.37824055164252707 -0.065416920114873156 -0.13342710974054423 -0.2691886585001389 -0.32347623357235039 -0.31479528277297547 0.12003021492698776 0.15918356027206856 -0.17937163381476504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 8 7 -2 -1 13 -11 -9 -7 -8
right_child=6 2 3 -5 -6 12 9 11 -10 10 -12 -13 -14 -15
leaf_value=0.043114364621642781 -0.060579541288020816 0.0013162470693093909 0.031172039022744541 -0.024714292358954764 -0.043943155041822814 -0.11527382568476184 -0.093115416665192463 0.085518599884674071 0.010566247571268707 0.025766000945141584 -0.046000996104845739 -0.022742310395418654 0.044541991489432338 0.11444804483833698
leaf_weight=2318.0390646858141 218.02242537972052 1550.3836005204357 2992.9811051222496 1187.5481558828615 2271.6146035247948 124.47036113776267 10.401399618247522 307.91233653575182 2794.3872428047471 170.08586620166898 2709.4951135886367 82.408836444490589 34.227956891059875 62.664228047477081
leaf_count=21979 26337 8260 14767 15269 15222 361 249 2214 18832 1077 95420 2682 331 821
internal_value=0 0.00623868 -0.00422783 0.0152966 -0.0255838 0.0221287 -0.0288693 0.0184934 0.025324 -0.0386276 -0.041762 0.0626614 -0.0808048 0.0848999
internal_weight=0 13273.7 8002.53 4180.53 3822 5271.12 3560.99 608.344 5112.43 2952.65 2879.58 390.321 158.698 73.0656
internal_count=223821 95021 53518 30036 23482 41503 128800 31233 40811 97567 96497 4896 692 1070
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=134 112 157 97 96 121 152 193 2 44 22 19 85 23
split_gain=308.741 225.817 210.438 281.298 274.095 196.082 239.337 54.9043 52.1102 42.2219 25.3898 15.6552 20.871 14.024
threshold=-0.037034288180468854 0.19087579312275521 -0.071748039824284765 0.21925705199877879 0.17304586695123672 -0.11938786570948982 -0.15080262076690498 0.86640967926494761 0.65670858384247477 -0.053615573286696673 0.20647244601197109 -0.50757993847503047 0.23006295870402116 0.0034459923530189866
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 11 10 -2 -9 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.081068033352936192 -0.088950694288692511 -0.027090267585371974 0.081128621613775112 0.014399619690784349 0.0062293616747747952 0.018363544010785823 -0.023325258155519661 -0.066917583481828052 0.33339323951479449 -0.032800859711919705 0.10970878840010552 -0.079570917664518986 0.16345251489027884 0.015000324794603568
leaf_weight=7.721099832095204 370.99338987679221 2201.2218925447669 888.39560549752787 6342.7958074817434 1085.6932058150414 2196.9756724154577 3690.2607926086057 21.250739957205951 5.4544572364538899 209.56640260480344 13.19007086381316 603.2581953338813 6.3710527867078781 16.098750217817724
leaf_count=901 16581 16402 5463 22427 4624 19450 67274 357 21 4572 34 65074 8 633
internal_value=0 0.0014679 0.0105095 0.00371045 0.0399361 -0.0132357 -0.007768 -0.0675752 0.0462084 -0.0686821 0.000726421 -0.0747414 0.0294795 -0.0771128
internal_weight=0 16985.9 10518.1 8544.02 1974.09 6467.8 5887.24 673.344 39.8953 580.56 34.4408 633.449 14.0922 619.357
internal_count=223821 156793 48916 38829 10087 107877 86724 67028 412 21153 391 66616 909 65707
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=15
num_cat=0
split_feature=191 164 112 190 67 129 122 98 180 90 116 118 14 170
split_gain=124.349 207.181 304.777 228.944 201.105 163.956 158.325 149.95 125.718 104.152 99.0062 73.2075 73.77 66.258
threshold=0.51323540861080141 -0.13298083277657755 0.71016492390442543 0.094155844155843785 -0.10649498558705854 1.0172215134460987 -0.39698452161470005 0.3897415982076427 41.577643908969215 0.081395844669018294 -0.10452760137042837 -0.14091244643256293 0.11943531299905834 -0.12109558513865125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -5 -4 9 10 -2 -10 -13 -11
right_child=8 2 7 6 -6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.015301528125031183 -0.062067536346541732 -0.035271597585724887 0.098371087485282935 0.08881258519019869 0.032621882862038001 -0.0032049219336977791 -0.017102286790934874 -0.0036390824635044346 0.06439238592897667 0.10829011360431545 0.10474641617162815 -0.012327864232116976 0.055309104451780999 0.020508404244448403
leaf_weight=1114.7175473931711 40.780760283581913 3389.0866439277306 338.60622938233428 148.24461856810376 4082.7914737231331 3011.1693925999571 2943.1150092582684 250.85344028798863 156.18191511090845 88.769045576453209 278.9529723697342 1902.9933235226199 176.18376849777997 2743.1847744244151
leaf_count=11530 352 99885 1071 697 32661 37106 18465 2017 642 155 979 8830 1146 8285
internal_value=0 -0.00116696 -0.0138479 0.00952645 0.0223437 -0.020185 -0.0120232 0.0549591 0.0165027 0.0293682 0.08347 -0.00163658 -0.00659649 0.02326
internal_weight=0 15278.6 6989.72 8288.87 5197.51 6400.26 3091.36 589.46 5387.05 3151.69 319.734 2235.36 2079.18 2831.95
internal_count=223821 203432 140079 63353 44191 136991 19162 3088 20389 9771 1331 10618 9976 8440
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=19 140 57 189 8 136 182 2 152 88 69 189 127 127
split_gain=150.393 178.887 227.253 198.069 126.457 123.227 122.309 137.669 118.702 118.083 101.205 89.4417 82.8568 78.5955
threshold=-0.016089274150215681 -0.03156537556598582 5.2678074570574713 29.500000000000004 0.48559422444853545 0.0048234915698893615 0.059747142337296277 0.39610697495725561 -0.027293295332354254 6.7391251147440565 0.12554618135202963 36.500000000000007 -0.49990748494425169 0.68197591559705095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 10 6 -6 7 -2 -5 -4 -3 -1 -7 -8
right_child=4 3 9 8 5 12 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.016347486624301136 0.027127939753201664 0.087965872208087589 -0.0075570913518511959 -0.050151919384026446 -0.080363499452017956 -0.068884268371889934 0.00074011121638310219 -0.001871680742620107 -0.01378622822061961 0.1766263056549193 -0.043703274963600748 0.075855200717015792 0.0041510058242737241 -0.068413119116358945
leaf_weight=517.44694851431996 5489.2083985386416 219.2385646214243 5269.382084348239 1781.643437103834 274.86940333619714 181.65217695571482 4738.2900451850146 2332.6628464488313 1808.9053501538001 35.04007364064455 79.560197693062946 493.43078934494406 1072.0797056793235 170.25661333044991
leaf_count=2574 56060 3662 42767 36100 1324 1195 33837 18567 17054 532 781 2707 5839 822
internal_value=0 -0.00844971 0.00194069 -0.025321 0.00745155 -0.0197254 0.0107148 0.0184796 -0.031831 -0.00634041 0.0529067 0.0453945 -0.00643101 -0.00165852
internal_weight=0 10204.6 6315.3 3889.35 14259 1528.6 12730.4 7821.87 3590.55 5304.42 298.799 1010.88 1253.73 4908.55
internal_count=223821 106177 48580 57597 117644 8358 109286 74627 53154 43299 4443 5281 7034 34659
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=15
num_cat=0
split_feature=166 118 115 195 180 176 66 14 195 170 34 151 109 10
split_gain=432.465 212.181 191.357 163.331 158.315 139.729 125.114 94.7429 60.5226 49.4845 37.0495 48.2088 35.7737 32.4253
threshold=-0.10279249656271604 -0.15083934627628734 0.013505497555274309 0.31205088270162501 35.280455153949141 0.08123933194579698 19.856233601990301 0.11943531299905834 0.26318372693973219 0.025999496821405906 0.69163724385891989 -0.14865523858190252 0.47857298839478973 -0.22017435043465136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 8 -3 -6 10 -2 12 -1 -12 -9 -11
right_child=1 2 3 -5 6 -7 -8 9 -10 13 11 -13 -14 -15
leaf_value=-0.07098699292648529 0.015955308772198053 -0.07787673834672966 -0.016662425446148221 0.008622575943791972 -0.0067457011744850859 -0.00039054788029720214 0.054396688778682249 -0.090274612872098994 0.074530317860464823 -0.10536403346753319 -0.082811069981367336 0.05158915944377717 0.21872646684511687 0.026391845175450603
leaf_weight=1137.0231858332409 233.4616813659668 570.70168450777419 3849.0236402931623 7597.2998871242162 1264.4408092180965 392.96926064649597 455.14260351541452 74.910965852555819 721.68431739427615 20.300894502084702 48.993548896396533 58.62262299656868 3.9439125412609419 233.73244684771635
leaf_count=74061 2143 41408 22624 49967 13686 4524 5372 1765 6045 110 447 358 89 1222
internal_value=0 0.00202307 -0.00348297 0.000120058 0.0275695 -0.0462791 0.00943758 -0.0530051 0.0602131 -0.00561832 -0.0656791 -0.00959815 -0.07482 0.0158627
internal_weight=0 15084.7 12410 11446.3 2674.73 963.671 1719.58 1577.53 955.146 332.888 1244.64 107.616 78.8549 254.033
internal_count=223821 145769 118523 72591 27246 45932 19058 78052 8188 3186 74866 805 1854 1332
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=15
num_cat=0
split_feature=139 44 110 184 129 159 194 112 158 81 112 68 159 166
split_gain=284.928 202.615 174.253 241.863 138.841 129.687 97.8199 46.1173 18.8959 44.1234 29.505 18.665 18.0548 9.28059
threshold=-0.13762282887895694 -0.12613775151830398 0.3259260089646388 -0.026053152550020751 1.0197055775597186 0.074611532109675374 0.043337705625759816 0.7885068957728868 -0.15016359689897438 0.19373079129944257 -0.24432300951644761 -0.12824665766508922 0.11316106446934901 -0.26449888372229463
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 12 -10 -13
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.33900159969851762 0.085034129757499133 -0.02281136212698184 -0.03570263322853276 0.012517798231389453 0.01099251160618646 -0.001010457391910702 0.039542758693069051 -0.058220850530702521 0.2560795565110951 -0.072410447500025094 0.041637632333532383 0.035457126345439599 -0.046376555118645517 -0.076984966119448828
leaf_weight=3.9653729742858586 397.03102171560749 2659.7749567676801 2455.7099244303536 7138.4912996647181 859.66984685393982 1356.3955882452428 1059.3585318871774 23.820380005985498 3.3285073882434499 52.893406888237223 21.047001541592181 7.4410646148025981 4.8486384191783145 542.42764049791731
leaf_count=80 5218 33478 22504 65979 6099 10722 6565 55 28 1397 221 59 555 70861
internal_value=0 0.00146414 -0.00377777 0.00292757 -0.0235947 0.0256975 0.016773 0.0769258 -0.0667926 -0.0206585 0.0887807 -0.0732331 0.0767382 -0.0754634
internal_weight=0 15950.3 13113.6 9798.27 3315.38 2836.61 2415.75 420.851 635.952 77.9058 25.0124 558.046 8.17715 549.869
internal_count=223821 150620 128060 99457 28603 22560 17287 5273 73201 1698 301 71503 583 70920
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=14
num_cat=0
split_feature=134 112 10 163 8 159 77 75 184 178 19 70 102
split_gain=276.563 193.796 229.517 173.681 205.41 199.523 158.934 48.4263 27.0638 27.4481 18.893 19.6575 16.8479
threshold=-0.037034288180468854 0.3305513425565702 -0.23850699039930084 -0.33920338478474649 -0.17554523632684835 0.14848006865690214 0.1464283678726114 0.00026309060170987187 1.0994289561846535 -0.11180808760670094 -0.50757993847503047 0.36074983315927683 1.7645556207350284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 10 -10 11 -1 -12
right_child=1 3 6 5 -6 -7 -8 -9 9 -11 12 -13 -14
leaf_value=-0.08104891444416841 0.18593045475837364 0.023824163287185326 0.0040897458396738969 -0.017200199774478828 0.138514836845337 0.019228057853648714 -0.02749764142979946 -0.066702768329128914 -0.091790776279061459 0.17694379965364038 -0.074218049156095853 0.14239033165039791 0.10275929594745162
leaf_weight=7.3820259900530791 7.672401418676599 505.19784235069528 6192.521005993709 2166.1765963991638 226.02273442875594 4915.1689576618373 2144.5452561803395 685.85487801057752 6.5682775578461579 9.0202346034347993 588.21356622129679 8.4380701780319196 5.4287509508430949
leaf_count=917 148 2733 87494 6846 640 21319 15608 22005 34 34 66022 10 11
internal_value=0 0.00134345 -0.00863354 0.0128759 0.0592754 0.00808469 -0.00403548 -0.0639079 -0.0663975 0.0637115 -0.0697254 0.0381284 -0.0725996
internal_weight=0 16843.2 9030.59 7812.57 731.221 7081.35 8337.07 693.527 625.051 15.5885 609.462 15.8201 593.642
internal_count=223821 156793 125255 31538 3373 28165 103102 22153 67028 68 66960 927 66033
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=12
num_cat=0
split_feature=129 79 102 127 180 75 77 189 131 188 111
split_gain=124.237 124.445 138.103 153.749 150.025 127.819 77.1304 73.5888 54.5558 5.74828 1.0471
threshold=1.0245748931830738 -0.053938626639500518 0.15341214443859566 -0.47744966221622759 35.925702811244982 0.0064451661544062218 -0.28206076232373251 38.500000000000007 -0.0041003936452013818 1.1090442119497388 0.88471334801695567
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 -2 10 -10
right_child=8 2 3 -5 -6 7 -8 -9 9 -11 -12
leaf_value=0.039838081175035837 0.11184889585797282 -0.010704255242310041 -0.067268656163544563 0.0034805108763935767 0.04143992967604318 -0.055050946783699352 -0.059846856406174188 0.14274619111717776 -0.089473797616926365 -0.022123783227660988 -0.1054469135741712
leaf_weight=88.243814897490665 14.214852613396941 772.88728216197342 312.97289388545323 16546.701691463008 1928.5608380951453 27.485069677000865 644.6417584111332 59.587962243240327 95.684158130316064 11.134199563413857 71.863641123753041
leaf_count=3802 36 10579 6036 126094 26836 960 46341 452 2080 38 567
internal_value=0 0.00393073 0.00553056 0.00216717 0.0265214 -0.0342352 -0.0478442 0.0803105 -0.0767013 -0.0917012 -0.0963249
internal_weight=0 20381.1 19561.1 16859.7 2701.45 819.959 732.886 87.073 192.897 178.682 167.548
internal_count=223821 221100 169545 132130 37415 51555 50143 1412 2721 2685 2647
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=15
num_cat=0
split_feature=139 151 95 139 177 98 189 2 151 195 154 89 24 193
split_gain=138.097 144.48 133.962 130 58.6038 53.518 52.5144 45.7607 48.328 41.8663 30.9214 28.9088 27.6362 22.1326
threshold=0.57736103428264529 0.60552610832839671 -0.10545875599924483 -0.031984327921221266 -0.06459839767424351 0.11234553439490054 28.500000000000004 0.1326830716237378 0.24225617854168113 0.51504042483924473 0.14927131445685168 -0.20544109041195999 0.37159630862266568 0.6979169535802171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 12 -6 9 8 -8 10 -2 -1 -3 -9
right_child=6 4 3 -5 5 -7 7 13 -10 -11 -12 -13 -14 -15
leaf_value=0.059979454294836677 0.017411178159643752 0.074844173587363144 0.0086767087715547073 -0.0068185912953266153 0.0093900808668735368 0.074853616070121309 -0.058709567754419538 -0.16996370345825951 -0.010871904985742946 -0.074964110362218742 0.19123703871636419 -0.059188178721683839 0.28979306858501425 -0.046527621163827963
leaf_weight=21.37626716773957 19.11457660025917 263.43603964522481 12052.80118961446 9830.1346328479704 530.97948777861893 163.28584512602538 446.93874734733254 39.638131123036146 400.35407838132232 17.29212010325864 22.026003892999142 426.92099711485207 6.1204278320074073 22.928661940619349
leaf_count=275 336 4743 94498 97977 6677 986 9690 66 4245 323 168 3697 48 92
internal_value=0 0.00224353 0.00060742 0.00171599 0.0401514 0.0247866 -0.0362983 -0.0422 -0.0361058 0.0555974 0.110475 -0.0535059 0.0797247 -0.124728
internal_weight=0 23295.1 22331.2 21882.9 963.822 694.265 968.292 909.86 847.293 58.4327 41.1406 448.297 269.556 62.5668
internal_count=223821 208901 196447 192475 12454 7663 14920 14093 13935 827 504 3972 4791 158
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=15
num_cat=0
split_feature=116 23 152 132 154 195 110 21 87 184 177 32 44 77
split_gain=386.062 232.331 253.221 242.555 234.133 212.7 123.229 113.088 108.564 63.2412 40.7873 31.2259 39.0733 28.5834
threshold=-0.0099158212682015617 -0.040721133222626479 -0.10351935301681786 0.22537973821705742 -0.13451837735778016 0.31331459063104533 -0.31365767768669167 0.023078029190176135 0.0081949629681380334 -0.043930476402417283 -0.057604555931624092 -0.28925565434098982 0.31133164896024157 -0.055799706592641822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 8 7 -4 -5 9 -2 -3 10 -1 12 -8 -11
right_child=1 2 4 5 -6 -7 11 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.090212584726704403 -0.015404488973465486 -0.10784157582767505 0.020541999560686683 -0.23943518882936596 -0.015647913335213381 -0.011590439737663312 -0.080771319245734288 0.032485851122353186 -0.024422694714166512 -0.10325291742590842 0.047290419242967126 -0.072930309892035847 0.35420502536392395 -0.0066823441781104611
leaf_weight=24.366714778938331 571.32511116366368 163.58816804178059 4002.7448057294823 63.836103353882208 3230.4104770955164 114.39502811990678 4.4337368784472329 3600.4586955064442 3368.2897517589154 66.159624455263838 188.12301178183407 1014.9159514612984 3.8656832277774811 57.103743765735999
leaf_count=1560 3369 1212 24522 424 35647 848 622 23568 27108 1444 1680 100320 10 1487
internal_value=0 0.00154306 -0.00633803 0.0210465 0.00437917 -0.0931964 -0.054101 0.0259273 -0.0282865 -0.00153246 0.0315226 -0.0713506 0.121831 -0.058515
internal_weight=0 15115 10765 4350.01 7233.16 178.231 1358.97 4171.78 3531.88 335.753 212.49 1023.22 8.29942 123.263
internal_count=223821 116698 88489 28209 60169 1272 107123 26937 28320 6171 3240 100952 632 2931
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=13 151 13 115 19 115 73 121 86 64 11 24 86 25
split_gain=264.984 225.388 175.654 178.56 168.302 134.411 122.214 111.825 110.386 80.134 80.6397 68.056 80.7711 30.6542
threshold=-0.03336503959441136 -0.18290272905146898 -0.20066723101942255 0.022627623684544403 -0.34317746996007453 -0.18719741304846135 0.022165542678177306 -0.18340272356167683 0.023030469483440907 -0.018752844498906535 -0.074502305231216856 -0.12222474643497283 -0.092140868736946116 0.074172855194508405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 11 -6 -1 -4 13 -11 12 -2 -7
right_child=5 2 8 -5 6 9 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.06024595629341041 0.063606565528956549 0.015219858494101433 -0.0026124810153436567 -0.027674227443118579 0.047395709503046078 -0.054581741585207913 0.012987726397009146 -0.058203537750845802 -0.03715676798825155 0.0016610028451447768 -0.049285657163319854 0.059666893882443596 -0.093986213177675651 -0.10112501798061649
leaf_weight=100.56953047029674 54.137743098428473 4593.0394927165471 1681.1499055211898 1230.484139704844 1893.2918563075364 331.85013211204205 2269.9338605073281 384.13116249442101 2056.7696006963961 503.63554735912476 810.92984583566431 211.80315476143733 81.456018313881941 246.70592443994246
leaf_count=949 466 28054 13241 12077 18341 29512 12698 2058 16362 5495 62698 3921 1244 16705
internal_value=0 0.00407859 -0.00470245 0.00615653 0.0221424 -0.0329238 0.0286353 -0.0336267 -0.0216203 -0.043416 -0.029767 0.024253 -0.031065 -0.0744286
internal_weight=0 14209.4 9561.44 5823.52 4647.93 2240.52 4163.23 484.701 3737.92 1893.12 1314.57 347.397 135.594 578.556
internal_count=223821 103780 69734 40131 34046 120041 31039 3007 29603 114410 68193 5631 1710 46217
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=134 181 151 19 95 12 35 193 176 151 81 19 85 91
split_gain=250.043 186.168 163.152 260.831 224.806 71.6162 56.0925 54.2387 38.8284 25.9275 16.584 14.8781 15.2128 11.1369
threshold=-0.040367847619797954 -0.079827562824848486 -0.10751280960822673 -0.14690153724323124 0.025047047271430364 0.62406685774902892 1.6080693188379189 0.86640967926494761 -0.11935208700364873 -0.044111783793733511 0.34063184571719879 -0.50757993847503047 0.23006295870402116 0.69848617986372508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 10 -7 11 -9 -10 -2 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 8 9 -11 -12 13 -14 -15
leaf_value=-0.080863908524964251 -0.1115508951699673 0.041752585201835335 -0.065144831474819906 0.00027380488182328258 -0.0011870306012110123 -0.070019811246459937 0.17018942279713128 -0.091925936701625785 0.17116580975846385 -0.087827718648923678 0.078127676760859646 -0.080427491471334905 0.14234944445682066 0.096019702376961558
leaf_weight=6.0076213515130785 5.1282495721243313 2385.1739955185913 585.05507024773397 4160.3955485017505 9060.2518543455517 516.90084500703961 9.9076524507254344 13.054016930051146 20.012966876849536 4.7905359258875242 45.567966528236866 488.76986894721631 6.2088898024521768 3.6034972742199889
leaf_count=864 116 17429 40089 32267 48004 21690 385 223 95 74 325 62244 8 8
internal_value=0 0.00121295 0.00320293 0.0153885 -0.00506652 -0.054578 -0.0655022 -0.0677701 0.0476733 0.121144 0.0589405 -0.0764314 0.0325815 -0.0791361
internal_weight=0 16768.4 16190.9 6545.57 9645.31 577.505 526.808 542.447 37.8575 24.8035 50.6962 504.59 12.2165 492.373
internal_count=223821 160305 137789 49696 88093 22516 22075 63516 392 169 441 63124 872 62252
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=19 19 98 112 155 77 53 24 106 102 14 20 72 146
split_gain=120.492 164.879 215.981 171.67 166.079 201.556 199.275 122.439 88.2022 97.5547 80.3598 41.4263 106.071 30.8785
threshold=0.3714728352665248 0.10540220617215683 -0.047232792641994183 -0.024138715714017937 -0.016642086757830358 1.1905164574009335 -0.01174195874312565 -0.14916011736276533 -0.1495302173593383 0.95776860436339784 -0.52576074277365314 0.1387045798037487 0.07494868107229137 0.67475063617330444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 9 10 -2 12 -10 -13
right_child=8 2 3 -5 5 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.03291783184074739 0.14751606367719156 -0.082053746428230684 -0.04068337279175583 0.026000420151691291 -0.017699044451002351 0.036889689863606474 -0.00025791943256946664 0.14468538050237009 0.62377530685843485 -0.079866065949105877 0.0060253457914531379 -0.066744742252438052 -0.0042005421824297872 0.0070295328097887732
leaf_weight=2576.4965409336146 43.272316995076835 27.000371313770302 440.67206033680122 3115.1717717886204 5874.6411754110595 764.38771774154156 6090.3436979532125 201.93484327092301 2.7905361049342892 128.1982451044023 554.62277840159368 554.1485179157462 74.464779411442578 63.205347313429229
leaf_count=14646 138 2257 17402 22600 52471 2542 73498 3353 19 981 4255 27894 896 869
internal_value=0 0.00510897 0.0237978 0.0177364 0.000487679 -0.0114139 0.00960464 0.117944 -0.0250776 -0.000707256 0.0162657 -0.0505526 0.0184825 -0.0591917
internal_weight=0 19090.6 3784.78 3555.84 15305.9 6639.03 8666.84 228.935 1420.7 726.093 597.895 694.609 77.2553 617.354
internal_count=223821 188769 45612 40002 143157 55013 88144 5610 35052 5374 4393 29678 915 28763
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=157 19 92 76 187 8 17 61 157 35 89 13 50 9
split_gain=196.293 130.985 103.165 126.071 99.3366 104.113 62.1024 33.5695 16.2217 13.8126 32.3357 10.691 10.5732 1.99884
threshold=-0.44576641754345864 0.35821493903428719 -0.12013921675869497 -0.057536988868128712 0.30508540924884658 0.028886506307265251 0.014953075363001134 0.017708243992065578 -0.49176382482268366 -0.20324090989041027 0.014284714666108355 0.34434361597232738 3.2086214274484646 -0.36863764539902194
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 11 10 -10 13 -11 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=-0.04900227479925761 -0.039941822282930375 0.055482021909135273 0.012368807757552926 -0.0050040199996526794 0.019522317491805163 0.011631280656993792 -0.038848080274110727 -0.12033673710881561 -0.095576223666664545 -0.051845136375557134 0.1967843489177977 0.29456511534546242 0.19940744039904509 -0.082853005739736293
leaf_weight=18.724484646925703 297.48525733361021 1031.8069352959283 5864.4606304978952 14517.365141704446 358.1386802457273 1139.2717595775612 371.18856611195952 62.924257474020123 7.5820736791938526 169.85340295173228 7.5503027443774045 0.76194468885660072 1.6915703816339362 255.04331906489097
leaf_count=1268 2813 19795 46557 123792 1926 12439 1725 511 128 5110 82 5 45 7625
internal_value=0 0.00184018 -0.000943148 -5.33806e-06 0.0217451 0.0324714 -0.0101851 -0.0539781 -0.0640316 -0.0412886 0.0502972 -0.0794967 -0.0493676 -0.0805378
internal_weight=0 23642.6 20742.2 20381.8 2900.41 2171.08 729.327 360.41 461.207 186.677 15.1324 274.53 171.545 273.768
internal_count=223821 209558 173673 170349 35885 32234 3651 3324 14263 5365 210 8898 5155 8893
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=166 118 116 129 180 176 61 13 143 195 58 140 90 177
split_gain=372.613 174.259 168.316 151.631 138.702 120.994 96.2386 73.6241 67.5822 54.9216 36.12 33.1802 32.7704 32.3105
threshold=-0.10279249656271604 -0.15083934627628734 0.018846947440231972 1.0105888055724039 35.280455153949141 0.077966567001120132 -0.018153847377625515 0.12255761661323782 0.070669885963464393 0.26564597625752362 0.33267453539606323 -0.14139699865226585 -0.024282694267972627 -0.11223768866868546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 9 -3 -6 11 10 -2 -9 12 -1 -10
right_child=1 2 3 -5 6 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.10264180591672033 0.015280359107330568 -0.071127628694300712 -0.14005815983536568 0.0019802406751219109 0.033054343335341692 -0.0079432905788731425 -0.014728064085562712 -0.040356173678623486 -0.15983216314104057 0.071200149798862439 -0.23741516543499885 -0.068010153541057425 -0.00091744346329930147 0.058515247465766418
leaf_weight=40.18539981241338 236.38604661275167 581.90108153910842 75.677621507784352 10954.541895614471 822.20456580689643 632.49300877202768 864.9390953949187 101.119547037757 7.1587414462119332 683.41208427306265 10.243844939861445 1025.7329394012922 149.42927815322764 127.14542712783441
leaf_count=329 2204 41292 561 69852 8557 6818 10501 1597 37 5984 55 74440 834 760
internal_value=0 0.00211356 -0.00288453 0.00100572 0.0255892 -0.0382193 0.00855799 -0.0508134 -0.000883687 0.0568289 -0.0584828 -0.0609061 -0.0224761 0.0468768
internal_weight=0 14851.6 12244.6 11030.2 2606.94 1214.39 1687.14 1461.02 245.668 919.798 111.363 1215.35 189.615 134.304
internal_count=223821 145769 118523 70413 27246 48110 19058 78052 2449 8188 1652 75603 1163 797
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=156 151 155 8 56 163 178 19 139 43 9 126 116 92
split_gain=268.963 179.744 177.213 214.21 182.029 153.861 211.349 126.515 57.2414 47.5355 33.2876 20.2636 18.9321 14.4028
threshold=3.5485979188730568 0.046894433327202036 -0.016642086757830358 -0.22591375333083549 -0.0084587895953337783 -0.4058080452670122 -0.20048970088875653 0.12533159641059732 0.05127429160122414 237.2020952656629 -0.35937755693196921 0.9325384916084275 -0.34245855079880089 -0.011738554339993936
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 10 -10 -11 13 -2
right_child=8 5 4 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.033683238551816382 -0.027313214438041453 -0.074385891222448416 0.012261437181349007 -0.012718246721823223 0.05626642067532666 -0.0020050182319657256 -0.49217716992915622 -0.044394657471940102 -0.14054980489310442 0.11133024554336278 -0.022710334781641191 0.46449067155545082 -0.06782425981311524 0.4365084178323933
leaf_weight=1263.1875747363083 1.3748609655303883 61.249273067340255 4170.90467904869 4684.1227298283484 1213.5149156874977 2596.6262437100522 15.091745821759103 966.01922148198355 24.925691649084911 4.8613477097824207 626.38473117188551 2.4402446802705526 619.33139391266741 1.3049344792962063
leaf_count=11325 140 287 32928 42975 8957 24371 68 20912 211 67 8514 21 73034 11
internal_value=0 0.00282682 0.00903621 -0.00286274 0.0221791 -0.0165091 -0.156978 -0.0134991 -0.0449216 -0.0243755 -0.0272201 0.229359 -0.0666767 0.198546
internal_weight=0 14970.7 11331.7 5947.31 5384.42 3638.99 76.341 3562.65 1280.62 658.612 651.31 7.30159 622.011 2.6798
internal_count=223821 141823 96185 54300 41885 45638 355 45283 81998 8813 8725 88 73185 151
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=15
num_cat=0
split_feature=118 76 154 106 0 115 125 196 154 101 181 177 148 151
split_gain=266.356 214.003 205.744 211.871 196.868 145.58 84.1122 75.2182 71.5674 69.9709 104.44 68.5429 61.4504 57.097
threshold=0.76053982825910793 -0.01799178957522795 0.037659676278572453 -0.18411580372890907 0.7094098396241354 0.93058443636630861 -0.34112964947509389 0.007771473120876349 -0.25708537122301961 0.14848034590574896 0.62917468324154779 -0.30873977555577353 0.13151046460000301 -0.55618245511023534
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 11 10 -10 -2 -11 -13
right_child=8 2 4 -5 -6 6 -8 -9 9 12 -12 13 -14 -15
leaf_value=-0.076324553820671631 -0.44486871083529744 0.032262016732020442 0.021423102981045317 -0.0025788069570254197 -0.026452315361456192 -0.047143379265137585 0.071260176914519427 -0.03213616262727341 0.111231398769505 0.0035321004537251124 0.031692666550411801 -0.13014868448074754 0.050484004096536521 0.0081034663848319685
leaf_weight=540.9065290967701 3.5903548598289481 2668.8744614596944 1089.1547708765138 5044.23390796897 4063.0725601771846 88.54073679423891 186.10647360677831 1338.3585329253692 285.80218362389132 621.05458345648367 390.84831274906173 33.158977676182985 505.75223615090363 301.38419223995879
leaf_count=65872 4 11018 5240 43375 64884 2029 1602 19318 3387 2418 1203 73 2074 1324
internal_value=0 -0.00574301 -0.000858853 0.00947675 -0.0163317 -0.0349161 0.0330893 -0.0448549 0.0319541 0.0398697 0.0652881 -0.0102639 0.0246058 -0.0055997
internal_weight=0 15019.2 12865.3 7713.11 5152.23 2153.91 274.647 1879.27 2141.59 1803.46 676.65 338.134 1126.81 334.543
internal_count=223821 213338 124517 54393 70124 88821 3631 85190 10483 9082 4590 1401 4492 1397
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=191 4 76 50 19 124 11 163 165 10 195 137 95 77
split_gain=114.47 143.548 142.739 152.297 125.392 147.445 126.099 120.52 87.3152 97.3378 87.8543 70.3144 62.0615 83.7168
threshold=1.2075471698113209 0.00062491089336660238 1.1698677047535997 0.027313824136575814 -0.10380632163145286 -0.066028983119665444 -0.23521830520899228 -0.43351783351686279 0.24860603963946723 0.47104518416373847 0.34773097979261841 0.50777945936889768 0.22512740394173908 0.068353989806212614
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 -4 12 11 -11 -10 13 -2
right_child=8 4 7 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0024197000748842198 -0.037378762477563755 0.036740674406954686 -0.11171113972626263 0.025801446896381877 -0.068801893732267347 -0.0094887902222898553 -0.014858207537766517 0.05880493842819793 0.029087988899587469 0.096338169215735736 -0.028444603316944234 0.10703376607603254 -0.0047057959829429324 0.087669813564868262
leaf_weight=7530.3608559921267 75.597689967602491 1013.4637349790428 43.928801095113158 2563.1067002748605 485.94442301103845 2161.0066367427353 4003.2897348628612 734.66625160770491 182.45694977045059 77.368863601237535 208.40866135898978 316.47576228715479 853.14982505515218 183.46248582005501
leaf_count=92993 172 31627 115 17624 3193 14769 56135 1676 526 176 1784 1160 1617 254
internal_value=0 0.000540561 0.00792907 0.0047467 -0.00994109 0.00527017 -0.0206974 0.0491843 0.0263322 0.0518744 0.00533797 0.0785294 0.00831104 0.0511787
internal_weight=0 18535.8 10872.1 10093.5 7663.7 3174.47 4489.23 778.595 1896.92 784.71 285.778 498.933 1112.21 259.06
internal_count=223821 218132 112408 110617 105724 46396 59328 1791 5689 3646 1960 1686 2043 426
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=14
num_cat=0
split_feature=160 8 136 163 108 57 1 94 126 190 18 19 146
split_gain=121.729 124.244 114.91 114.428 163.761 112.979 91.63 43.764 127.786 42.068 7.5087 6.10926 0.000769845
threshold=-0.40341581818908268 0.46104518688059487 0.0037750935425928528 -0.017061779409193945 1.5660897714382622 5.3035543166450756 0.050015446636447851 0.0017012613904059241 0.93096703021128879 0.25379177082215054 1.3312852191351026 -0.013871387958594239 -0.25785778428649958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 4 -2 -5 -4 8 12 -3 11 -9 -1
right_child=1 2 6 5 -6 -7 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.081013311990218911 0.0059368562194508749 -0.076300989211477155 -0.035615539564471548 0.029464893799533428 -0.022354390376565503 0.0052980900110040181 0.0046525082911746769 -0.077115252638004464 1.8599386177009116 0.10687719078334011 0.32727141992047176 -0.047941991199385796 -0.086258372849051898
leaf_weight=0.83629232645034779 5303.9801011837553 364.12814440391958 910.20794867631048 2409.2751763355918 3330.899981171824 9815.7228590007871 1490.3470739442855 186.04944334481843 0.46342873759567726 12.984378146007655 0.48661720519885321 116.87631934764795 0.42056095600128074
leaf_count=64 54546 2777 9632 24284 31552 72991 11043 11689 28 91 14 5109 1
internal_value=0 0.00119061 -0.0186773 0.00383618 -0.00497648 0.0100608 -0.0106158 -0.0623773 0.44058 -0.069994 -0.065229 -0.0658595 -0.0827684
internal_weight=0 23637.5 2777.67 20859.9 8634.88 12225 2400.56 305.133 1.72028 377.113 303.412 302.926 1.25685
internal_count=223821 206916 23543 183373 86098 97275 20675 16905 93 2868 16812 16798 65
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=15
num_cat=0
split_feature=166 177 77 180 107 21 116 134 44 100 124 155 139 62
split_gain=335.684 152.973 150.816 137.861 158.551 155.443 75.4289 69.1991 50.3898 120.383 55.669 48.338 18.4347 16.3748
threshold=-0.058169121697204694 1.1833122384992092 -0.015741103707451427 35.846720214190107 -0.045678525916817793 0.019982684742835533 0.012090131500825925 -0.020856303598714519 0.38408176613424588 -0.3028136335924268 -0.26999029380441203 -0.45492914342064045 -0.43828275938535016 2.1497098472114753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 -2 12 -8 9 -3 -10 -4 -1 -13
right_child=1 8 11 4 -6 -7 7 -9 10 -11 -12 13 -14 -15
leaf_value=0.25285689232711156 -0.064549231053712255 -1.0149474921118604 0.26728944570279484 -0.04612166434210211 0.0021381196577320736 0.022746836806033035 0.011555840228247592 -0.036636127304994485 0.020667092089337674 -0.1152752687806077 -0.051717834376607263 -0.074421121392820297 -0.086458877953806829 0.15334582623983087
leaf_weight=1.617646425962447 213.25662071735132 1.5413446277379979 4.1813045218586913 747.41835409239866 7634.2192369460827 4687.5570882256143 677.60645327449311 531.79448489088099 135.56632627733052 42.412982759531587 491.26401040377095 837.39466102048755 156.90630903071724 3.1683537154458454
leaf_count=3 1790 5 37 23212 61810 41631 4160 3583 794 283 3792 71855 10785 81
internal_value=0 0.00327188 -0.0386528 0.00562488 -0.00216536 0.0189482 -0.0181366 -0.009635 -0.0433208 -0.146824 -0.0360629 -0.0718754 -0.0829964 -0.0735626
internal_weight=0 13953.2 2212.67 13282.5 8381.64 4900.81 1367.92 1209.4 670.785 43.9543 626.83 844.744 158.524 840.563
internal_count=223821 133317 90504 128443 85022 43421 18531 7743 4874 288 4586 71973 10788 71936
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=15
num_cat=0
split_feature=156 0 106 172 85 166 84 73 60 166 158 183 13 128
split_gain=235.402 167.233 256.482 199.167 188.737 142.582 84.0753 57.3079 49.6428 55.7579 39.9442 25.2104 19.3254 14.8125
threshold=3.5485979188730568 2.1158245733434686 -0.21430599688707527 0.30707660420326183 -0.040303415851910128 -0.36424205206105648 0.029965043014628098 -0.072448796800860901 0.8418136786259981 -0.02940164602002053 -0.17032819664409199 1.7687568963283613 -0.32821274811111795 -0.098275530118591123
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 -4 -5 -1 8 9 -2 -3 12 -9 -13
right_child=7 3 4 5 -6 -7 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.058940810104581826 0.0076301462910909577 0.070840992580809628 0.072403008372466257 0.035919584233350427 -0.005920712895995512 0.00027870595563199348 -0.057565198064988138 -0.010570268887349785 0.48546756309506478 -0.07019515660204563 0.028362083324789636 -0.074969412436863753 -0.066296930513652597 0.11658346875406861
leaf_weight=65.388085548765957 303.68512343149632 572.28075191145763 335.10139287461061 1327.0619498565793 3756.9928867398994 7279.9602934677387 1174.6261677131988 68.177473903167993 1.9833939212840039 132.10477421595715 361.00350220047403 5.899776462698358 713.42437738424633 12.785195017233489
leaf_count=566 4645 5354 2429 13571 29767 75169 12053 306 33 22548 2914 191 53990 285
internal_value=0 0.00260421 -0.0115799 0.0105318 0.000493213 0.00577395 -0.0514216 -0.0427793 -0.0136899 -0.0159617 0.0544097 -0.0586918 -0.061436 0.0561007
internal_weight=0 14872.4 5332.11 9540.31 4092.09 8607.02 1240.01 1238.06 437.773 435.79 933.284 800.287 781.602 18.685
internal_count=223821 141823 44815 97008 32196 88740 12619 81998 27226 27193 8268 54772 54296 476
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=118 91 72 12 181 185 152 73 157 109 45 148 127 185
split_gain=233.212 222.202 287.753 209.671 136.073 182.894 115.961 102.653 90.6999 73.373 73.999 64.5968 54.277 53.6319
threshold=0.4914459193669693 0.028031257239661402 1.0248136159082504 1.9404665192014354 0.20375209777323369 0.48061354746421958 -0.41584321606334301 0.86664508257475592 -0.18543752578970774 0.62228527205806072 -0.12702499787741681 -0.98753825503216552 0.78554943971214775 -0.11644810879106444
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 9 11 -11 -2 13 -10
right_child=8 2 7 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.062380807640189377 0.052195283441998197 0.019590504264852593 -0.070688964094152054 -0.011708998789459545 0.014040080150419972 -0.044555190425300178 -0.061408919565120734 0.0039348161433571125 -0.11547116396370526 -0.065517880406947226 0.047004235043374469 -0.014244295012528134 -0.076475606122240886 0.041638770330875048
leaf_weight=80.530958819552325 165.97838401561603 5030.8708268417977 712.16794178006239 3724.9030714560067 1143.2594233066775 997.42878956720233 1254.5291148731485 248.71810375526547 22.00071959476918 65.398348186630756 549.72272079903632 1236.6942872729851 41.155039369361475 1751.6740950538078
leaf_count=2622 638 19879 2421 26846 13215 6929 129225 820 478 162 1837 7531 112 11106
internal_value=0 -0.00718794 0.000574133 0.00627499 -0.0288873 -0.0132617 -0.0539419 -0.0513732 0.0208347 0.00624543 0.0350411 -0.00638249 0.0370557 0.03969
internal_weight=0 13192.4 9716.66 8755.77 3475.75 2140.69 1335.06 960.886 3832.62 2017.79 615.121 1402.67 1814.83 1773.67
internal_count=223821 201957 49966 46725 151991 20144 131847 3241 21864 10168 1999 8169 11696 11584
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=90 29 97 108 193 129 149 19 52 95 93 28 95 43
split_gain=110.756 121.972 184.511 139.864 112.111 60.2574 55.3342 91.4732 103.011 29.5574 24.3308 23.121 5.68625 3.35147
threshold=-0.076045583654427817 -0.11441128060287216 -0.077877766033890919 1.6120851749451492 -0.05320581758527259 1.0124726375080919 -0.32984898239332794 0.2834068503565102 -0.068432488236302644 -0.16379719382484884 -0.17698934547458486 -0.13850173592763976 1.9556511544407982 0.58518155943203198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 13 7 10 -9 11 -1 -8 -7 -2
right_child=1 2 4 -5 -6 12 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.09024668630553187 0.24617422778538356 -0.024593702696600949 0.03693566685951824 0.1427731773334511 0.0017601667690092121 -0.081369209121442784 -0.084137845368289388 1.5528270551351551 0.21820333358672414 -0.086502889623446599 -0.086133185225243755 0.096499034755085505 0.043678597938834857 0.10348983524151023
leaf_weight=11.10775331105105 5.468641535844653 71.519624172244221 952.42826490697917 165.40969094983302 18620.357297158043 213.90968545502983 12.239622799679639 0.6112638246268024 10.72898457222618 233.09194281918462 26.430534644518051 16.828310336801223 3.6993030281737438 2.355158033198677
leaf_count=48 6 3271 18333 563 176369 13691 529 10 230 9583 816 228 36 108
internal_value=0 0.00370132 0.00453367 0.0922517 0.00347184 -0.0694402 -0.0564331 0.0412488 0.290142 -0.0746454 -0.0339416 0.0204383 -0.0792434 0.203223
internal_weight=0 20035.1 19809.7 236.929 19572.8 225.433 311.038 48.8785 11.3402 262.16 37.5383 29.0679 217.609 7.8238
internal_count=223821 212377 198536 3834 194702 13841 11444 1104 240 10340 864 757 13727 114
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=15
num_cat=0
split_feature=81 156 168 76 152 17 188 134 2 91 61 148 106 67
split_gain=113.069 168.65 139.572 119.218 113.426 100.346 82.039 88.3445 72.1798 69.8061 57.0448 36.3905 27.8557 28.489
threshold=1.3860296544790558 1.4361109346163807 17.127815162363802 -0.36558658846574016 0.0027501633227899509 -0.14694313058621375 0.040522777076695042 0.19833611923155006 0.084522082972643464 0.006474512390564755 0.71618079873222507 0.1846976667899248 -0.26240263990123663 0.031390107972470813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 7 11 -1 -4 -9 -2 -8 -14
right_child=6 2 9 -5 5 -7 12 10 -10 -11 -12 -13 13 -15
leaf_value=-0.045630794615672085 0.056358519263138229 -0.072654516962354865 0.045564645979147181 0.0068670092349163159 -0.020461699924116242 0.029860047577022032 -0.039798553344150417 0.1500153602093208 0.02017041281277503 -0.024458447834873706 -0.078486731101883478 -0.047765575948604894 0.062229399518948951 -0.0012186864956621347
leaf_weight=1588.0204545765882 118.33742346055806 190.63705753907561 152.17888442985713 17025.396561782574 1128.0791863959748 610.83942096028477 89.934427689760923 141.01571382861584 186.25748792849481 2208.1977724793833 11.842893845867364 46.854677330702543 116.64489514334127 179.93582852510735
leaf_count=35286 595 1035 1449 143705 12180 3397 1062 857 1030 20497 199 150 879 1500
internal_value=0 -0.000760544 0.00285996 0.00598645 -0.0209349 -0.00278491 0.0399061 0.0775232 -0.0387232 -0.0199439 0.132312 0.026825 0.00895229 0.0237354
internal_weight=0 23089.6 19576.4 17216 3513.2 1738.92 704.566 318.051 1774.28 2360.38 152.859 165.192 386.515 296.581
internal_count=223821 218579 166686 144740 51893 15577 5242 1801 36316 21946 1056 745 3441 2379
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=166 118 67 150 154 139 27 112 112 190 52 151 139 99
split_gain=297.393 171.626 171.173 146.622 135.849 107.966 106.535 73.8609 43.6674 44.9485 32.9123 21.4046 32.3476 11.9125
threshold=-0.14821249920445709 0.18019247897651552 0.0027328094278361004 0.40725410472472628 -0.22637429797707351 -0.57281152235562394 -0.043572186757560881 -0.21011981604936023 -0.41342682255644225 -0.19668246445497786 1.2471545437698459 -0.12048199859118057 0.022807796358218838 0.012339746134225147
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 -1 -11 13 -13 -10
right_child=1 4 3 -5 6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.33598523801221281 0.00044676061041116241 -0.46427651398751535 -0.016371051424456336 0.015033634505071704 0.0064818559549001883 0.0088094655514843658 -0.044597845517889464 -0.072425467316391101 0.051575655748955854 -0.086278012144853894 0.13193936638048429 -0.008922192380226162 -0.067801015609225621 -0.080703839388010956
leaf_weight=4.8210539058782151 222.04172981181182 4.8411470577120772 1776.4650225474034 9112.7744143700693 532.01038111757953 1360.9446747060865 1756.1620339074871 372.2984065253986 6.9172890009358516 16.39848713204265 11.947018411010502 145.28922911558766 260.80762554414105 430.74037368083373
leaf_count=32 1915 46 11683 61069 6076 7691 24800 42182 177 140 28 2431 26965 38586
internal_value=0 0.00105167 0.00705798 0.00991029 -0.0178248 0.00713257 -0.0327216 -0.0452009 -0.0588465 0.0537064 0.0056959 -0.0632707 -0.0467359 -0.0786131
internal_weight=0 15137.5 11483.6 10889.2 3653.96 1365.79 2288.17 594.34 876.921 33.1666 28.3455 843.755 406.097 437.658
internal_count=223821 155462 116849 72752 38613 7737 30876 44097 68359 200 168 68159 29396 38763
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=15
num_cat=0
split_feature=157 151 127 157 124 110 3 74 157 190 173 49 59 49
split_gain=222.273 156.242 167.303 235.54 149.718 164.037 113.332 63.1973 31.9592 30.0721 19.2513 13.0806 12.6097 44.9563
threshold=0.076014181898170718 -0.18290272905146898 -0.25900548065268086 -0.38295982563178599 -0.27889709445003108 0.23246566282363809 11.472854918176806 -0.22569412274543549 0.26145863641337058 0.027217419148255144 -0.061823633560694549 -0.19342513001618486 -0.16143836723891022 0.57253977229494268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 -4 8 9 -2 -3 -10 13 -9
right_child=7 4 6 -5 5 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.059337523070327615 0.065358928472927222 0.085609686273374286 0.04730609157040741 -0.07845528312571684 0.0063714326148252998 -0.02049918114764708 0.012523394925336197 -0.01612756865878754 0.076082524848298999 -0.054521968380792846 -0.1060963474642823 -0.076899751580463985 -0.06414178212936654 1.5510393367772854
leaf_weight=181.41011393908411 87.233736823196523 5.4158510994166127 1306.4380291537382 392.3671750316862 6003.2456386407139 3655.1562703270465 3310.3962351238588 45.220811888342723 6.37427980499342 27.528192833182402 159.77040102460887 45.376651900820434 710.03470150288194 0.18379004672169585
leaf_count=1074 1269 42 12356 3382 51087 29758 25411 4636 433 352 4523 4298 85184 16
internal_value=0 0.00200312 0.0160368 -0.0348896 -0.00541206 -0.00379757 0.0223659 -0.0485828 0.00718341 0.0366028 -0.099811 -0.0580566 -0.0608747 -0.00978395
internal_weight=0 15014.2 5190.61 573.777 9823.59 9658.4 4616.83 921.952 166.513 114.762 165.186 51.7509 755.439 45.4046
internal_count=223821 127633 42223 4456 85410 80845 37767 96188 6352 1621 4565 4731 89836 4652
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=134 181 35 158 55 27 92 193 2 175 19 70 102 87
split_gain=201.008 151.719 148.362 196.535 143.79 54.8839 55.0458 48.8546 34.176 17.4061 14.6301 12.66 10.4198 5.78123
threshold=-0.040367847619797954 -0.089900160880979005 0.11444705047699484 -0.24932053203250379 0.52464239396453249 1.5259211616554349 2.5842177859800173 0.86640967926494761 0.65670858384247477 2.504757534692128 -0.50757993847503047 0.36074983315927683 1.7645556207350284 0.23192336139306216
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 10 9 -9 11 -1 -12 -7
right_child=1 2 4 -5 -6 13 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.080761252718712789 -0.059278086352368808 -0.0059750789936969147 -0.030905948412447277 0.019995377213998935 0.0064316051467354779 0.23020488372363471 -0.73338059640884712 -0.034748025823896543 0.25403612402832976 0.15990835902020251 -0.079668393010857208 0.13522710785497924 0.093533378795169056 0.086149866986106799
leaf_weight=4.9057717046234739 449.29237518715672 5328.1358754867688 2245.7916667967802 6431.0631065348862 1907.4575859869365 5.9765999512746912 1.2146314978599537 25.411860390333462 6.4128216225653878 5.6073623322881749 415.11878343950957 6.0735373497009277 3.502717229537665 5.2183149084448814
leaf_count=865 19245 37935 23529 64547 15004 15 2 361 17 14 62244 7 8 28
internal_value=0 0.000849914 0.00248957 0.00822807 -0.013758 -0.0556605 -0.0610956 -0.0656835 0.0438859 0.000440118 -0.0752306 0.0387193 -0.0782192 0.163056
internal_weight=0 16374.2 15912.4 11759.2 4153.25 461.702 450.507 467.033 37.432 31.0192 429.601 10.9793 418.622 11.1949
internal_count=223821 160305 141015 102482 38533 19290 19247 63516 392 375 63124 872 62252 43
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=15
num_cat=0
split_feature=117 114 172 84 151 131 193 102 130 189 19 130 172 27
split_gain=111.152 128.209 119.437 133.081 103.332 191.898 132.817 117.809 158.778 108.36 84.7091 60.889 44.829 40.2399
threshold=0.34638190135896579 13.397749700103819 0.22316884337052126 0.019045207041349307 -0.36110687634884991 -0.19298335685538079 -0.05320581758527259 0.18175268219616858 -0.23343554010722936 32.500000000000007 0.08039374168621323 -0.23343554010722936 0.93760247678817799 0.06477753773599261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 6 -2 9 -9 -6 -7 -1 -3 -14
right_child=4 12 3 -5 7 10 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.10055689355644855 0.32869324240625131 -0.089705628456314371 -0.013607320026733372 0.024277776983599467 -0.035074900273550813 -0.018396094783025951 0.085305714368764218 -0.060055904106010229 -0.0076596092057986571 0.02238963725683198 0.045075096152266708 -0.061042821668261062 -0.066931802169194185 0.0015166042106883545
leaf_weight=25.539323492208496 26.258079814258963 119.48837583162822 1105.1835182887735 5757.7791200686479 389.32467339595314 517.76867305114865 153.43639222672209 620.78594921634067 8460.4894734601839 2088.297002946143 354.05318692838773 267.85508488956839 124.98107084305957 274.58031380258035
leaf_count=103 140 884 24994 33997 8417 4455 1206 15986 73726 43183 1453 2918 8319 4040
internal_value=0 0.0120251 0.0155058 0.0181769 -0.0032379 0.0267746 0.120871 -0.00596815 -0.0112414 0.0133599 0.00738002 -0.0469759 -0.0359649 -0.0198938
internal_weight=0 7675.41 7156.36 6862.96 12610.4 1051.52 179.694 11558.9 9081.28 2477.62 871.822 293.394 519.05 399.561
internal_count=223821 75255 62012 58991 148566 7254 1346 141312 89712 51600 5908 3021 13243 12359
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=19 57 140 192 72 158 151 85 99 106 194 140 195 163
split_gain=104.541 127.123 109.667 111.615 104.984 102.072 123.599 108.199 107.5 92.9198 84.5003 83.3636 111.109 74.2174
threshold=-0.016089274150215681 3.5753888735950627 -0.03156537556598582 13.86937614163117 0.41044659656665966 0.29779017830580978 -0.38590520279073565 0.06042440301115394 0.016714748045187272 0.22365120069018846 -0.037259463748189746 -0.034821113878606098 0.43989775000682324 0.20207381423143098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 6 10 9 -8 -7 -2 -1 -13 -9
right_child=5 2 3 -5 -6 7 8 13 -10 -11 -12 12 -14 -15
leaf_value=0.061835504612644837 0.13834590220077556 -0.0086399461214405737 0.045428092200074231 -0.031246675849526302 0.028835467614594979 0.018568868430904391 0.049832746095756116 -0.085105596752360735 0.010459667022354112 -0.015420453464204771 -0.062829171261831573 -0.027664836105820267 0.067918181161849556 -0.0074504388140820459
leaf_weight=403.09107621130534 22.417747702915221 4913.5002139634453 203.14585467963479 2901.4704214627855 881.67072768975049 1382.1242537698708 752.07905708439648 281.21711678802967 8894.0053897444159 1923.8985964744352 304.18519327719696 387.83391942922026 177.1729957916541 218.85477761877701
leaf_count=2187 187 40645 3027 45908 5726 20748 6440 1864 74015 10152 2926 5739 2945 1312
internal_value=0 -0.00731996 -0.0110634 -0.0262296 -0.00293848 0.00616379 0.011481 -0.00776823 0.0135295 -0.00121079 -0.0490207 0.0270936 0.00230777 -0.0511201
internal_weight=0 9867.89 8899.79 3104.62 5795.17 13778.8 9972.69 3806.09 9646.08 3306.02 326.603 968.098 565.007 500.072
internal_count=223821 106177 95306 48935 46371 117644 83568 34076 80455 30900 3113 10871 8684 3176
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=116 152 109 159 192 136 101 195 176 134 193 13 136 177
split_gain=275.467 187.991 146.69 138.51 141.129 98.3619 97.0864 88.3258 87.4032 38.9871 34.9109 26.9537 17.1979 36.7678
threshold=-0.0099158212682015617 -0.19874704327362944 -0.30787018941430117 0.15019534895749656 16.730967771356173 0.29091336049897337 -0.28369841307477278 0.15008793528703659 0.071820910860438777 0.28531448296162082 -0.096255662540942241 0.80004742705540088 -0.19409057305724972 0.28683272678706423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 7 -5 6 -2 -3 10 -7 -1 -10 13 -4
right_child=1 3 12 4 -6 9 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.038585855037492928 -0.14226536173583446 0.091236683659668374 -0.063649787981775355 0.024622353495205657 0.0011019363861319614 -0.1206303069735316 -0.0082943821895533534 -0.024612110220185557 0.024208495640800312 -0.047940282811657589 -0.08156628566090221 0.10360068464490294 -0.075952402798771079 0.11462813431632919
leaf_weight=31.332846113946289 55.691338054835796 68.603410434909165 49.954524176428095 4400.1184795557056 6070.838749915245 85.856654512230307 1884.1424122527242 1617.3906871393556 131.52752025588416 524.80546696973033 105.96434563683579 63.363237672485411 760.23596379742958 15.054733306169508
leaf_count=524 280 482 5750 30830 52437 641 14326 12592 797 5110 5402 184 94434 32
internal_value=0 0.00152411 -0.0491443 0.00670256 0.0109857 -0.023159 -0.0121406 -0.0198982 0.00696727 -0.0581602 -0.0541461 0.0500206 -0.071731 -0.0223645
internal_weight=0 14707.4 1157.43 12157 10471 2550.5 1939.83 1685.99 332.188 610.662 137.297 194.891 825.245 65.0093
internal_count=223821 116698 107123 96341 83267 20357 14606 13074 6907 5751 5926 981 100216 5782
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=157 173 38 20 124 114 4 148 13 103 115 190 151 154
split_gain=205.815 187.954 321.583 221.17 194.264 183.514 173.374 155.359 125.295 121.943 115.595 111.343 84.9882 73.4501
threshold=-0.2691886585001389 -0.094329413471621229 -0.081710127835315699 -0.32920853277001932 0.68882833443160985 4.7471470057689977 -0.11021960103771071 0.55893034043817968 0.11283734211366681 0.22421452944836254 -0.15816045609639934 -0.11552725733669041 0.0026974323720126672 0.14112810315188853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 12 6 7 -2 9 -7 -8 -3 -1 -6
right_child=5 2 3 -5 13 8 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.053316874944545338 -0.073352927482034674 -0.27843968595169694 -0.060142681196186848 0.014221745075268381 0.014609271290656412 -0.0090854948266013771 0.057196114761584683 -0.81855155578019279 -0.068094416405972608 -0.046673695759845375 0.0063803055523734475 -0.089493767354499779 0.004920434026692194 -0.088230368521300576
leaf_weight=1818.6603661789559 170.50953451695386 40.480255825445056 454.56065050233155 3328.3652827930637 121.60045857541263 4979.6851590550505 576.39819868968334 2.8443069374188772 491.80985404300736 1044.0390664712759 2004.1632831153693 135.86445465963334 453.29347821790725 161.93710771854967
leaf_count=17165 1594 77 2767 26978 713 46109 6090 22 82619 16891 18950 467 2736 643
internal_value=0 0.0127788 -0.000867247 0.00528603 0.0339208 -0.0104151 0.0112274 -0.0855798 -0.0195627 -0.0156003 0.0177306 -0.132867 0.043661 -0.0441256
internal_weight=0 6514.76 3959.27 3782.93 2555.49 9269.45 2753.92 173.354 6515.53 6023.72 2580.56 176.345 2271.95 283.538
internal_count=223821 51546 30289 29745 21257 172275 26656 1616 145619 63000 25040 544 19901 1356
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=112 77 62 169 164 109 151 166 107 25 19 27 184 89
split_gain=184.08 189.449 201.619 188.419 167.959 132.921 124.514 180.238 118.279 119.117 109.942 97.1759 89.324 85.6654
threshold=0.18654963014823603 0.17684680335551053 0.10412287633673141 0.5273329940946706 -0.33695164417476797 0.67127224525799856 -0.083736102572306501 -0.33906654700747635 -0.16283254599326419 0.11241053241867986 0.054386066414819516 0.35607072026625058 1.4636373746662132 0.016250934140767292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 6 -4 -3 7 -1 9 -2 -10 -5 -13 -8
right_child=1 2 4 11 -6 -7 13 -9 10 -11 -12 12 -14 -15
leaf_value=-0.095703511129853508 -0.0078392007468833218 -0.056131374054273708 0.07556130080338444 0.029696477354419527 0.0022651377614192887 0.018619920672028837 -0.076111188314119491 0.0014006761977875294 -0.0034092861492941457 0.075075523518550985 0.045804327728566602 -0.03484141319900471 0.032073995338044593 -0.031170643076416434
leaf_weight=212.99596687615849 222.94303087005392 955.67759976396337 330.54142831848003 1158.5799753846368 5771.7649981549475 316.71074145205785 567.69233138253912 1863.4897733078105 1256.5827270742739 777.56111888517626 710.65072719019372 633.58901346847415 291.16019827127457 1677.6045502709458
leaf_count=14867 4110 11399 1163 14309 22745 970 72949 37449 7954 3248 5581 3547 867 22663
internal_value=0 0.00727088 -0.00131482 -0.0143018 0.00623534 -0.037525 -0.02621 -0.00855981 0.0286059 0.0565996 0.0143688 0.0104013 -0.0137729 -0.0425332
internal_weight=0 10342.4 7374.69 6405.11 6102.31 1272.39 4321.78 2076.49 2967.74 1000.5 1967.23 2083.33 924.749 2245.3
internal_count=223821 57170 36277 166651 23908 12369 147928 52316 20893 7358 13535 18723 4414 95612
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=15
num_cat=0
split_feature=191 160 56 34 46 71 139 19 124 22 65 168 119 111
split_gain=99.8447 125.905 120.416 155.56 136.815 76.0563 97.9665 72.9314 65.035 66.0771 50.9888 36.3036 20.9183 22.393
threshold=1.0146854818027098 0.39636990793281596 -0.20057176653838657 -0.025261644179604324 -0.12030995226064221 0.55923586651633028 -0.26596909455547774 -0.43100846974716339 1.005545252062628 0.071294071976991613 -0.075430742302365295 4.2361642869009106 0.13313232424316571 0.47131058983492063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 -7 12 9 -9 -3 -10 13 -2
right_child=7 5 4 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.039665218438290781 -0.092368366136190316 0.15409572156316176 -0.054289934478347159 0.27442467734314685 0.0018693518212200646 0.30169895739259789 -0.005623071803924691 -0.0098970461842599593 0.067402538901154066 0.036205298540210248 -0.068810440297309511 -0.082919846604612157 -0.096389775555796628 0.099420168791620633
leaf_weight=264.05931209528353 11.19949857145548 10.49344820313854 445.59045822208282 31.604438144364394 16398.027998665522 11.14746582508087 149.2358354232274 373.3985184058547 20.004675090312958 1857.0814873920754 465.19294952123892 81.594293182715774 65.397753929719329 13.338517613708971
leaf_count=2380 98 1406 5512 625 187022 33 1989 876 20 5457 17543 395 414 51
internal_value=0 -0.000127115 0.00149421 0.0647594 0.000383683 -0.0438146 0.0157374 0.0215156 0.0249234 0.0284874 -0.0638932 -0.0533216 -0.0668481 0.0118852
internal_weight=0 17775.4 17139.3 295.664 16843.6 636.07 160.383 2422.01 2332.08 2230.48 475.686 101.599 89.9358 24.538
internal_count=223821 216510 195539 3005 192534 20971 2022 7311 6748 6333 18949 415 563 149
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=157 38 34 139 152 57 182 160 157 158 20 34 13 118
split_gain=162.377 117.684 132.582 110.786 195.008 125.671 85.9583 82.8662 16.9096 14.6109 25.6754 11.157 7.96466 2.67638
threshold=-0.44576641754345864 -0.083887009663765957 0.050394624354608043 -0.031984327921221266 0.0027501633227899509 4.764213041309211 -0.097001464159623643 -0.34536078643894957 -0.49176382482268366 -0.38820902872720026 0.10406607479151445 0.92269999192085317 0.34434361597232738 -0.37131640202598165
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=0.011052335156693578 -0.044045544392537821 0.03220749945573876 -0.34915713712906166 -0.024815152658641398 0.0039225290124480731 0.0025605217241787279 0.056423472153299938 0.056241545669869442 -0.048569841313487884 -0.049545038627592741 0.24046639792899299 0.21773550769235639 0.21141285862593198 -0.081053465976101732
leaf_weight=3.1973284834530196 92.922699454240501 1647.7749382928014 14.303159481845798 3972.2230043500895 5822.4359140589368 10808.454851784278 8.2336997650563699 727.0600783333648 157.47444240329787 7.7092368898447585 5.0540120271034539 1.589084812439977 0.94266869127750297 237.29448383662384
leaf_count=100 4199 15502 22 52420 42781 86258 217 8159 4968 284 76 37 5 8793
internal_value=0 0.0016144 0.0383002 0.00022531 -0.00773204 0.00648238 -0.200981 0.0448767 -0.061627 -0.0376492 0.0652942 -0.0459094 -0.0786918 -0.0798289
internal_weight=0 23093.4 842.52 22250.9 9794.66 12456.2 22.5369 819.983 413.261 171.827 12.7632 159.064 241.434 240.492
internal_count=223821 209558 12597 196961 95201 101760 239 12358 14263 5365 360 5005 8898 8893
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=115 158 21 76 92 139 136 160 110 179 157 32 157 59
split_gain=251.118 169.056 135.892 147.376 137.42 99.6141 95.9731 106.543 66.1565 68.7118 61.3139 42.4101 41.3095 38.3214
threshold=-0.013182394639776954 -0.2038896667174788 0.023078029190176135 -0.17113729072945155 -0.037701253645872089 -0.18484690200112128 0.42044721237818 -0.08295299114663586 -0.38534364494236278 0.25130084967957506 -0.15074437441440613 -0.24792208977511179 0.59781520625140117 -0.033364808035950037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 8 7 -2 13 -10 -8 12 -7 -1
right_child=1 2 4 -5 -6 11 10 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.036715573095778442 -0.069520457722178269 -0.098613434161584745 0.034308661003198765 -0.0099062235793093111 0.0029392066129559284 -0.080701225571214522 -0.073674007458722518 0.024158876579925548 -0.092447881542650462 0.051688610792552964 0.08243385245573305 -0.078757507871867027 0.27256529025188903 0.085200554275137605
leaf_weight=36.118843436706811 182.06371346581727 244.16711773956195 1598.0602732156403 803.9702534788521 11070.987784232828 6.4000743237556872 524.82670768513344 364.3917511543259 105.75128018774558 48.124824565835297 26.42679874249734 620.09318800322944 6.8561420594342053 90.089032330084592
leaf_count=721 6661 1396 10683 4752 79162 1148 12051 3574 6283 225 198 96548 61 358
internal_value=0 0.00101137 0.00403324 -0.0305709 0.00689612 -0.0530134 -0.0367506 -0.00705246 -0.00335423 -0.0473691 -0.0661903 -0.074974 0.102009 0.0503099
internal_weight=0 14814.9 13717.2 1048.14 12669 913.433 1097.71 546.455 280.084 153.876 551.254 633.349 13.2562 126.208
internal_count=223821 118477 95993 6148 89845 105344 22484 10235 7587 6508 12249 97757 1209 1079
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=157 0 107 43 183 74 103 6 194 163 116 26 56 177
split_gain=191.891 146.963 210.765 181.503 140.08 130.942 128.683 93.7241 72.1426 67.0851 64.8097 49.8758 46.5075 40.8953
threshold=-0.02352810642928015 2.1158245733434686 -0.2164479552914943 0.64290816811701978 1.4842206664495823 -0.015918875443241932 -0.098977584787662179 0.10659810874422955 0.10585188773447553 -0.24188999162764355 -0.29430533343414256 -0.077241160268606293 -0.096744602816820041 -0.06034333354219288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 -4 -5 7 13 -1 -9 11 -8 -3 -2
right_child=6 3 4 5 -6 -7 10 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.070425742013870862 0.0057965860214365672 -0.013461477544370963 -0.0058380794169161105 0.022927886709652422 0.05484494457177478 -0.0044090409039904662 -0.11336782785374791 0.05437133255748481 -0.019158461030065729 -0.030322041492284818 -0.051813086030812777 0.087791644046551709 0.054823636284871094 0.11452284271066204
leaf_weight=636.83045870729256 53.907822834909894 110.23552683228627 3311.2657089859713 2793.451480508782 429.77270402456634 4700.6560554028256 15.676700758747755 117.46745348814875 482.39927101926878 458.85330127400812 1308.8516304291552 57.66033574345056 1047.613865764346 96.559405741747469
leaf_count=5570 472 933 25417 24026 3904 30244 382 986 6262 29781 85196 739 9263 646
internal_value=0 0.00365749 -0.010257 0.011474 0.00113322 0.00578088 -0.0287754 0.00528934 -0.048329 -0.0130596 -0.0466874 0.0447913 0.0483224 0.0755695
internal_weight=0 13512.2 4860.27 8651.96 3741.04 7494.11 2108.98 726.788 1119.23 576.321 1382.19 73.337 1157.85 150.467
internal_count=223821 105619 41153 64466 29321 54270 118202 31885 11832 30767 86317 1121 10196 1118
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=15
num_cat=0
split_feature=118 186 63 190 190 195 30 126 152 20 85 96 109 88
split_gain=189.292 172.322 339.93 216.03 105.862 103.993 72.1103 69.0446 61.0233 65.0164 64.2189 59.6423 37.9695 41.5521
threshold=0.76053982825910793 45.750000000000007 0.41824747220621356 -0.035634743875279151 1.0347454077907126 0.75077127366621499 8.4510082879517032 0.95704030644907256 -0.54080460241535966 0.68828771977447256 0.28985198059646783 0.33364591311167946 0.25728260927581242 0.0019627764551961757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -4 -6 8 10 -10 -2 -3 -9 -14
right_child=7 4 5 -5 6 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=-0.046599040912852559 0.091020778159231347 -0.035410725296878075 0.056829541877218739 -0.0023107108907645525 -0.18000216508364333 -0.021451236915644809 0.0092087438864038879 -0.065880366476702631 0.034572681069594199 0.12422259241380965 -0.1227104316463777 -0.085339969324537746 0.091636780227228862 -0.011062357069316088
leaf_weight=1231.3189321882091 20.118949601892382 566.73397903027944 1178.4212246499956 10436.27207419317 21.069582780823112 198.25461904890835 457.57619023881853 97.141566932783462 1579.6452943265904 85.261579808662646 46.665878055617213 414.02585707977414 47.764789812965319 224.87367293587886
leaf_count=86204 76 2150 8360 112627 61 1099 1483 418 8752 403 93 1354 165 576
internal_value=0 -0.00508543 -0.0014395 -0.0069846 -0.0376731 0.0455564 0.000879839 0.027028 0.035404 0.0391637 -0.0583238 -0.0564883 -0.0121974 0.00692998
internal_weight=0 14503.7 13044.3 11667.6 1459.41 1376.68 478.646 2101.47 1731.69 1664.91 66.7848 980.76 369.78 272.638
internal_count=223821 213338 208290 198831 5048 9459 1544 10483 9324 9155 169 3504 1159 741
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=13
num_cat=0
split_feature=129 90 89 76 27 20 149 128 151 113 39 118
split_gain=104.344 96.5471 103.609 171.678 160.096 62.5312 62.6845 47.2532 24.0884 22.3094 3.39696 0.769445
threshold=1.0245748931830738 -0.071425235837658071 0.21258596554252013 1.0121487725859408 0.41531020125439161 0.096810711910837052 -0.32984898239332794 0.018831995175022632 -0.073045092999223946 -0.46386750126186771 2.5842320950932609 -0.41214775449689173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 9 -7 8 -2 -1 11 -9
right_child=7 2 4 -5 -6 6 -8 10 -10 -11 -12 -13
leaf_value=0.050342132189650904 -0.10487230421252172 0.0072046287886534527 -0.023905354325987616 0.079641229367883301 0.0068195158486536222 0.14881468196634182 -0.029784439660788965 -0.11437730899398986 0.14543605628216202 -0.085464730271410577 -0.01199653231606135 -0.092475470689663886
leaf_weight=12.782864781562237 5.359480137005451 12314.661037759506 2919.4702106508194 336.11861560260877 4046.4396775339264 26.078691329574212 79.741281300783157 18.220093577518128 13.602514611091463 225.1368314512074 5.0834392867982379 134.08521296957042
leaf_count=690 32 168146 17634 576 21742 440 5115 222 39 6757 21 2407
internal_value=0 0.00281574 0.00373637 0.0091292 -0.00605753 -0.0497234 0.0142302 -0.0744443 0.0746881 -0.0781681 -0.0924116 -0.0950956
internal_weight=0 19960.4 19616.7 12650.8 6965.91 343.74 105.82 176.351 18.962 237.92 157.389 152.305
internal_count=223821 221100 208098 168722 39376 13002 5555 2721 71 7447 2650 2629
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=74 185 158 38 70 158 53 96 120 96 124 49 20 83
split_gain=101.536 99.8714 95.6782 109.433 59.3236 79.8453 100.074 59.7039 55.0529 40.6754 40.1725 28.7099 41.656 24.9233
threshold=-0.17341487084986354 2.1250261550606053 -0.4274971808444426 -0.083887009663765957 -0.088895717771860658 -0.11889025199200869 0.11675724146428565 -0.051796073304170943 0.80856230329667478 -0.049977886343374141 -0.44851879124210842 -0.23839307530673817 0.78633910289348374 -0.077646108609062334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 -4 5 6 -1 -7 10 -10 -6 12 -3 -2
right_child=1 11 3 -5 8 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.12140326113759499 0.30514301976524516 0.39619470649149469 0.042924283921091863 0.0029799805888014136 0.22571549883074252 -0.033869937129253617 0.83570321179124307 0.022136137029857755 0.061132383500193732 -0.069804547051847313 -0.020775066624259653 -0.076086261134823363 -0.092746438521200847 -0.044613052832487135
leaf_weight=14.331700010923671 2.0470052438322446 3.1982467677444211 710.47645947977435 19801.134307365399 6.6563869174569836 339.54480191599578 2.2723465189337722 433.1619081934914 25.216085793683305 401.24320032284595 990.0380407635821 187.30629596021026 3.8280841335654259 434.05377558339387
leaf_count=127 111 36 10142 173082 99 3086 33 3859 325 3184 15705 2532 9 11491
internal_value=0 0.00271613 0.00337812 0.00436356 -0.0197995 0.0021881 0.219159 -0.0024742 -0.0319943 -0.0620624 -0.0191289 -0.0686418 0.12981 -0.0429713
internal_weight=0 21142 20947.7 20511.6 2212.46 789.311 16.604 772.707 1423.15 426.459 996.694 194.333 7.02633 436.101
internal_count=223821 197403 194826 183224 26418 7105 160 6945 19313 3509 15804 2577 45 11602
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=166 118 115 180 195 169 51 65 188 126 142 2 107 99
split_gain=245.393 143.741 110.021 118.326 106.165 117.676 104.426 84.3623 71.2403 60.8057 55.404 50.1329 23.904 26.8925
threshold=-0.058169121697204694 0.031415806271777376 0.47571386900948959 35.064926372155291 0.3009871292058513 1.0832713434011649 97.623749112393611 -0.014590217504094916 -0.087022748533423608 0.88200670411823734 2.6557664011737137 0.32016107042604997 0.01536677217219151 0.011192093185246428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 8 -6 12 9 -3 -8 -4 -9 -1 -14
right_child=1 4 10 -5 5 -7 7 11 -10 -11 -12 -13 13 -15
leaf_value=-0.079360181513896316 0.024816278112600898 0.030143588704833385 0.043245613097511237 -0.0029937635273422354 0.0050981315833561539 -0.049137986445176828 -0.072842775231282117 -0.030452785982206965 -0.039177298922943637 0.029549016247579538 -0.074958704850669952 -0.13171322053203172 -0.16088511469273722 -0.040441620451058875
leaf_weight=392.2810083940858 2339.1191342690727 166.24554188398179 1177.8455971099902 4422.7197316899546 3649.211308794911 449.29992572637275 66.948306140722707 597.29531197034521 1369.6302133945865 433.83502230787417 41.034311314579099 53.251564933918417 19.369394427980296 431.94081035850104
leaf_count=61816 18250 1374 16633 42764 37353 3828 600 7051 12816 3804 299 285 322 16626
internal_value=0 0.00297814 0.0116115 0.00662655 -0.00925047 -0.000847511 -0.0345761 -0.0149918 -0.0316739 0.0158605 0.0392662 -0.0387416 -0.0613047 -0.0456108
internal_weight=0 13615.1 7980.72 6761.84 5634.39 4098.51 1994.92 1151.33 1535.88 500.783 1218.88 650.547 843.591 451.31
internal_count=223821 133317 77946 61014 55371 41181 90504 11740 14190 4404 16932 7336 78764 16948
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=15
num_cat=0
split_feature=151 193 73 189 83 136 73 94 116 5 195 158 73 114
split_gain=164.639 153.879 162.546 182.146 149.604 135.271 237.906 117.629 103.543 105.468 102.625 63.0746 41.8314 35.6955
threshold=-0.099613933672581242 0.020910175460327831 0.078001642169684623 31.500000000000004 -0.11644851367561233 0.019834816805505199 -0.088513596376165612 0.92631704660751957 0.02121881530419582 -0.016240690334952627 0.21187509002582619 0.24110210897122547 -0.025999251980925491 6.5378602007296909
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=-0.064659822879143666 0.057487256348291799 -0.024314084182960296 0.0011762642232571062 0.053333940443055894 -0.017164963756815973 0.024453550653904088 -0.073642599098042966 0.19096648459499621 -0.0081969141992681606 0.015274135420299515 0.01470110936761874 -0.044945324228733846 -0.045110986889077137 0.0044796194131791365
leaf_weight=179.62536350358278 463.96616987860762 361.69736885325983 2567.7205529999919 1833.6860062060878 3826.293662615004 393.74893345648888 664.394031545904 33.076892043463886 396.6125422125333 1357.9845290877274 1754.7198934826883 93.548722736653872 1358.4626175531885 174.93922235805076
leaf_count=2092 3764 2871 18743 16034 44228 3947 6342 545 15671 21661 28857 9433 46699 2934
internal_value=0 0.00940121 0.0205039 0.0405411 -0.0112382 -0.00839347 -0.0371397 0.00359001 -0.0157751 -0.00866777 0.00733157 0.0317443 -0.0367691 0.0429732
internal_weight=0 7788.67 4796.18 2195.38 7671.81 2992.49 1058.14 2600.8 6939.35 5184.28 1934.35 732.454 1755.08 638.905
internal_count=223821 79431 38193 18905 144390 41238 10289 19288 128259 65889 30949 16131 62370 6698
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=26 51 152 19 95 102 193 51 156 163 195 187 19 91
split_gain=162.27 128.497 162.8 221.3 139.312 55.8188 46.2483 30.3497 29.4698 29.0805 16.4822 12.6726 10.917 9.74136
threshold=-0.040992962194058569 5.4470138986005781 -0.060861960033345298 0.036356482540745853 0.03789020420602391 0.20450617958256614 0.82564184711537558 97.623749112393611 0.63645589191240226 0.89691579899232587 0.22737955537824872 1.3573153907259259 -0.50757993847503047 0.69848617986372508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 9 12 11 -7 -2 -9 -8 -1 -14
right_child=1 2 4 -5 -6 8 7 10 -10 -11 -12 -13 13 -15
leaf_value=0.033868639548464488 -0.084213395657178169 0.020171323546004621 -0.057337337457509768 -0.017500529662733907 -0.007340520819242218 0.072865679831369573 -0.053426226806231096 0.35540615800657488 0.023108226870745485 0.12816787520522224 0.097814502354702765 0.14549268451216243 -0.079549518492538385 0.086995478016571162
leaf_weight=8.9667715850518999 43.800815442577004 5421.4089254316641 603.49236643814947 2188.9824348231778 7284.569090535515 355.240000304766 22.244391707237813 3.2620018981397143 179.01356539712287 7.5599495619535437 10.415026143658904 3.7413517916575065 348.10944687464507 3.5478091165423384
leaf_count=875 746 51279 49616 17323 39475 2047 348 8 680 21 62 7 61326 8
internal_value=0 0.000638849 -0.0010986 0.00933574 -0.0111656 0.0466208 -0.0638183 0.0386756 0.0561933 -0.0529523 0.159251 -0.0247865 -0.075091 -0.0778693
internal_weight=0 16084.1 15498.5 7610.39 7888.06 585.614 400.287 39.6628 534.254 51.3608 13.677 25.9857 360.624 351.657
internal_count=223821 161187 157693 68602 89091 3494 62634 425 2727 767 70 355 62209 61334
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=15
num_cat=0
split_feature=117 114 59 44 155 157 151 142 163 126 102 165 172 29
split_gain=97.674 106.994 102.092 141.211 127.932 113.779 119.956 100.304 95.7726 197.123 108.371 61.1658 60.4166 50.7074
threshold=0.15535370309139276 11.758215365727935 0.21533906116252935 0.018663356954635408 -0.030988282795285819 -0.48256233024458506 -0.35367794793280211 -0.021677327220785084 -0.33450638240670516 0.89860883058241114 0.164061720497648 0.38391152327869477 0.93760247678817799 0.038349160404214128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 11 -7 -5 10 -10 -1 -4 -3 -14
right_child=2 12 5 7 -6 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.052191630940535 0.019438928802784583 -0.090936158067920853 -0.066430196263415495 0.045147674418743268 -0.00834361809158575 0.068788689606670839 0.010634760505595186 -0.030617917779240434 -0.026034270587099798 0.035913839860855279 -0.029015886998909696 0.022857201897191957 -0.072762319912426363 0.011582679632738249
leaf_weight=213.69419595389627 2341.8908213009126 123.51878336980008 267.19960550498217 186.53789726510877 5670.9346784374793 399.17056073376443 3183.9201138724457 2760.9421294587082 615.19947064860025 3112.3932688331697 711.40251327771693 107.6277008485049 96.118965502595529 275.79439443699084
leaf_count=2122 17000 942 807 3761 68184 2250 37950 43368 8410 21801 5513 721 7310 3682
internal_value=0 0.0138383 -0.00213673 -0.00710791 -0.000223674 0.0116295 0.0171133 -0.0258229 0.0185426 0.02569 -0.0102572 -0.0407923 -0.0303406 -0.0102158
internal_weight=0 5148.12 14918.2 10960.3 8012.83 3957.92 3583.09 2947.48 4652.69 3727.59 925.097 374.827 495.432 371.913
internal_count=223821 49780 174041 132313 85184 41728 40200 47129 37846 30211 7635 1528 11934 10992
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=15
num_cat=0
split_feature=151 172 127 87 90 151 144 21 124 143 142 13 16 23
split_gain=93.1977 107.849 93.2809 93.5743 93.1436 75.4503 58.7416 74.4439 68.8301 57.8211 45.2703 36.1793 35.957 37.4702
threshold=0.60552610832839671 0.38461907840091319 -0.33163539495518224 0.008608333254653119 -0.030605909578208176 0.18154870460752101 0.31136913496806867 0.41487867467708756 -0.40746709236330753 0.33331295711797898 0.036695881506572832 0.053837876142878126 -0.30850712336049141 -0.0084089019649388804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 9 7 8 -2 -1 -9 -7 13 -8
right_child=6 2 3 -5 -6 11 12 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.048188558350171599 0.25330912427322122 -0.053907738203922508 0.027592016397028851 0.0015750216056775153 -0.0069882888393344974 0.017117978930801796 0.036782160428177516 0.20403110607756322 0.041644042032762639 0.033779767670591536 0.69996697578378786 -0.045882398168710155 0.044759024471684089 -0.030095280765057832
leaf_weight=981.35001567425206 15.947616971563546 528.07788881193846 1509.2921749881934 16446.555971261463 2128.4581402381882 446.10415310808457 123.25661695888266 13.422816460952161 419.19229578366503 94.330825316952541 2.1331191379576913 114.56252091564238 187.20562623208389 261.55710556078702
leaf_count=19372 134 4664 12990 143431 24177 2670 2605 132 5480 1118 31 1318 2904 2795
internal_value=0 -0.000787328 0.00117436 0.0037619 -0.0163151 -0.0254979 0.0300861 0.0570858 0.0494014 -0.0410004 0.272037 0.00424494 0.0088129 -0.0086743
internal_weight=0 22248.7 20612.4 17955.8 2656.54 1636.35 1022.72 450.696 435.14 1075.68 15.5559 560.667 572.019 384.814
internal_count=223821 209740 185262 156421 28841 24478 14081 5777 5614 20490 163 3988 8304 5400
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=13
num_cat=0
split_feature=166 126 53 129 195 194 125 76 177 178 162 157
split_gain=221.271 148.881 154.767 153.804 113.66 91.7046 70.4902 43.5698 39.5266 17.7081 26.5755 6.19397
threshold=-0.17826924548430936 0.9128015644411972 0.051701574579708719 1.0169394059538384 0.31569848309797072 -0.028372663076404649 -0.3884372642802072 -0.36558658846574016 -0.068983354617223519 -0.082244753682806093 0.22909499574383943 0.063734110285144766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -4 -3 -1 -5 11 -11 -9
right_child=1 2 5 8 -6 -7 -8 9 -10 10 -12 -13
leaf_value=0.15196389329754389 -0.0069372457300792088 0.12588367690458116 0.026500899734935891 0.47900700651398165 0.016894929341569411 -0.010234406195465893 -0.054115570977540439 -0.081499783563254213 0.18518230507878078 -0.071858481737607019 -0.010544454163574107 -0.12750408149091039
leaf_weight=9.2339687459170801 3121.9402735201293 22.311899666674435 799.65825303597376 5.9609768954105702 5574.1472050077282 4524.4726698496379 873.90787615912268 191.94351022469345 19.739575490122661 218.79547254712088 104.43123593251221 34.531816485396121
leaf_count=24 31182 138 4384 58 58076 23280 43555 41897 103 16438 3633 1053
internal_value=0 0.000631167 -0.0111886 0.00906098 0.00833906 -0.00471694 -0.0496344 -0.0634537 0.253332 -0.0670723 -0.0520485 -0.0885143
internal_weight=0 14942.1 6220.35 8721.79 8696.09 5324.13 896.22 558.936 25.7006 549.702 323.227 226.475
internal_count=223821 160776 71357 89419 89258 27664 43693 63045 161 63021 20071 42950
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=15
num_cat=0
split_feature=140 45 115 4 188 3 24 145 137 95 115 181 165 164
split_gain=166.946 143.896 139.26 166.582 104.233 89.549 70.7365 30.8703 19.287 30.9668 17.5056 31.4217 15.4657 11.2535
threshold=-0.13884446298304551 0.88183100498687417 0.081950971037873785 -0.0087815361244221214 3.0944358583928318 15.804226411081894 -0.034666598665065246 -0.19998220313578127 -0.055011674945518681 0.13587090880421024 -0.039185848524516724 0.79604334071168625 0.087055970566156951 -0.20214347473587937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -4 -3 8 -1 -10 11 -9 -6 -12
right_child=1 4 5 -5 12 -7 -8 10 9 -11 13 -13 -14 -15
leaf_value=-0.040632729216873546 -0.0034244710717798014 -0.13842500001182284 0.017139662154167856 0.023179750448708632 0.096789181870868338 -0.035843114037102407 0.08000381291892017 0.00072316656872053174 0.12728176524517873 -0.092809914038961397 -0.15443388600574132 -0.42617421056593668 -0.081582751083018157 -0.066426557102993819
leaf_weight=36.241141460137442 9122.9319412798504 15.378515555523334 399.73419455275871 3171.8540821219794 5.3147700037807217 1579.4570351334987 412.65691265417263 58.321792955335695 22.976938614854593 8.8570245197042805 15.043645870406179 1.7767048091627646 56.918802222702652 425.13250984781189
leaf_count=695 85159 42 2489 30324 36 29027 4163 7664 151 57 161 9 1129 62715
internal_value=0 0.00130561 -0.000524015 0.00343898 0.0545745 -0.0251423 0.0721561 -0.0539252 0.00925374 0.0660466 -0.0625224 -0.0118973 -0.0663497 -0.0694343
internal_weight=0 14764.2 14274 12294.8 490.269 1979.19 428.035 568.35 68.0751 31.834 500.275 60.0985 62.2336 440.176
internal_count=223821 152369 146999 115483 5370 31516 4205 71452 903 208 70549 7673 1165 62876
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=15
num_cat=0
split_feature=76 130 71 115 72 58 182 125 174 86 29 181 82 159
split_gain=160.215 166.93 165.414 156.701 129.688 95.4415 82.2983 61.9693 97.3988 90.6284 58.6247 83.5028 51.8304 43.201
threshold=-0.01799178957522795 -0.42715350709581762 -0.0051955145855301895 0.93058443636630861 1.1032084393894241 -0.043906943909251851 0.01784340029368094 -0.35446627012229653 -0.054991834435396091 -0.11535021318022458 0.46570275909468467 0.040785398594001189 1.9335521338386552 0.030553871071921233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 10 -4 -3 13 8 -5 -9 11 -1 -12 -2
right_child=1 2 4 7 -6 -7 -8 9 -10 -11 12 -13 -14 -15
leaf_value=-0.066603628474948204 0.15091179362680604 -0.02298082373171647 0.00096198755968687235 1.0879390524822918 -0.038148114118984944 0.056839414917765854 0.091107823774124214 0.63566399427052633 -0.041870519063593875 0.05527198413980311 -0.085345702950147595 -0.014890805859651583 0.12689461034092397 -0.063487244403863982
leaf_weight=437.15478933491977 11.189554199576376 185.99749838653952 11930.921083171212 0.76918568834662338 912.71383504773257 769.72826430574059 305.77647086087381 2.7198196281678966 95.384524972643703 248.97797364229336 300.27690532756969 1092.863120705646 11.964581444859503 58.707988401176408
leaf_count=69083 15 15502 96057 17 3113 14727 1575 44 1994 1873 2140 15641 16 2024
internal_value=0 0.00295983 0.0011693 -0.0261016 -0.00181731 0.0413053 0.0687299 0.035456 -0.0328326 0.0615436 -0.0377248 -0.0296661 -0.077213 -0.0291652
internal_weight=0 14175 13799.4 2190.11 12843.6 955.726 375.674 347.852 96.1537 251.698 1842.26 1530.02 312.241 69.8975
internal_count=223821 133013 129399 90808 99170 30229 3614 3928 2011 1917 86880 84724 2156 2039
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=15
num_cat=0
split_feature=19 19 51 87 90 155 193 20 13 0 6 61 11 80
split_gain=94.604 125.273 150.838 138.203 126.029 125.582 71.8398 101.911 82.5164 71.8848 63.8985 55.6357 50.0779 32.5086
threshold=0.3714728352665248 0.10540220617215683 105.87039293146618 0.013309341182199662 -0.068963865048428427 -0.016642086757830358 0.05514006029625703 0.0049512230953947748 -0.51645493865170955 4.4842260934094424 0.025382928741010433 -0.11429450692951783 0.18670781327703248 2.2171261310462849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 9 13 -2 -9 -4 -10 -8
right_child=6 2 11 -5 5 -7 8 10 12 -11 -12 -13 -14 -15
leaf_value=-0.070009318375146221 0.10258342632735407 0.077795291951212264 0.084131831640205448 0.018874011824458078 0.0087813523696988922 -0.009895864672442467 0.13030688950276101 1.2258953572856817 -0.033549018208902825 0.7149146845244605 -0.068193315973788679 -0.048735376964247047 0.016998533268000628 -0.091649825254884631
leaf_weight=255.97085267218063 8.1996251244563592 462.41416840261081 34.433179695042782 2861.3799959286116 8390.0325978125329 6305.6466202030424 54.155882478691638 0.38192604156210919 578.3416827574838 2.5022438681917256 397.95842397055821 371.87104132579407 296.46482727513649 7.5143486745655528
leaf_count=8243 33 9343 934 26708 83302 51612 172 12 6465 68 25605 8627 2622 75
internal_value=0 0.00364573 0.0200405 0.0270713 -0.000444388 0.000767301 -0.0238087 -0.0587711 -0.00853746 0.245755 -0.0669526 -0.0374752 -0.0164189 0.103262
internal_weight=0 18681.7 3730.1 3323.79 14951.7 14695.7 1345.52 409.042 936.477 10.7019 398.34 406.304 874.807 61.6702
internal_count=223821 188769 45612 36051 143157 134914 35052 25718 9334 101 25617 9561 9087 247
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=15
num_cat=0
split_feature=139 98 191 8 191 129 192 60 127 188 195 81 87 105
split_gain=95.0844 98.5788 107.856 93.0441 92.0492 82.3501 55.6369 64.2614 88.3843 46.0568 38.8421 36.0756 36.1981 32.5785
threshold=0.57736103428264529 0.40794455953499198 0.53078595001904583 0.42615359231715966 1.8385187926238258 1.0160845291740059 15.731422946539782 0.60624870986403712 0.3887392011937037 0.32507308675223373 0.19321518191619216 1.8166894530811681 0.0054253983802544292 1.8189621591682872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -2 -9 -4 -6 12 -8 -13
right_child=6 4 9 -5 10 -7 11 8 -10 -11 -12 13 -14 -15
leaf_value=0.0039177680088275874 -0.0059183634618276623 0.06335249307944224 -0.20035315829558453 -0.018256326464407651 0.40545473661499848 0.016276844501742996 0.20183529516345883 0.049093791035945897 0.47248642867529589 -0.028241312018382161 -0.060488933927903138 -0.0040238840554373996 -0.053188735928861031 0.19687495596556071
leaf_weight=16856.286237046705 158.78153016418219 483.76304823672399 15.772859361022709 2131.6345998756588 1.8114632023498405 1602.6588418812025 5.6147559741511932 17.471377422101799 6.8688920792192212 1090.2630518055521 144.96477396041155 37.878453347366303 637.74583919439465 10.25785116618499
leaf_count=166684 2338 3614 97 17129 24 12622 53 233 86 6742 1989 385 11638 187
internal_value=0 0.00187539 -0.000339774 0.00142845 0.0218071 0.0271919 -0.0317362 0.0172752 0.168576 -0.0306957 -0.0547384 -0.0447154 -0.0509631 0.0387877
internal_weight=0 22327.2 20094 18987.9 2233.2 2086.42 874.619 183.122 24.3403 1106.04 146.776 691.497 643.361 48.1363
internal_count=223821 208901 190652 183813 18249 16236 14920 2657 319 6839 2013 12263 11691 572
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=68 70 77 68 157 154 168 111 105 97 190 119 174 33
split_gain=208.071 132.226 160.319 157.67 120.03 95.6025 90.7656 64.5819 64.1072 31.722 28.5018 23.3418 11.041 8.46699
threshold=-0.01496327957938379 -0.030657728127294944 -0.038718589056096424 0.14973407251917772 -0.33833101810050331 -0.25708537122301961 13.200433595617676 0.12105959188015876 3.2915237652412483 -0.029498390806579691 -0.19668246445497786 0.31371098479492837 0.26006284285800768 1362.3300639907809
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 9 -4 10 -1 -11 13 -9
right_child=1 3 8 4 -6 -7 -8 12 -10 11 -12 -13 -14 -15
leaf_value=-0.097129113197979872 0.024692725379232339 -0.040002236187534443 -0.12007929223016078 -0.063269856784998565 0.0057751395510941758 -0.004628454432408188 0.0016373551839099208 -0.076691268072875185 0.043650483257014983 -0.065140566496229971 0.054969407694389988 0.048717735681382969 0.22161815334340576 0.11460914138384837
leaf_weight=14.444309400452765 1515.3592588837491 1866.8132907288964 24.33354039886035 266.00569829967571 4708.6613554976648 4177.6721246925881 727.49321704800241 483.41094146459363 1386.9201812395477 97.433568149805069 83.785442121850792 22.087151455692947 1.2515845843590785 2.3247735579498103
leaf_count=275 16702 33138 330 5108 28566 25839 6095 90637 11211 3266 1533 1089 21 11
internal_value=0 0.000857169 0.0106555 -0.00833964 0.00208316 0.0031762 -0.0283257 -0.054769 0.0408274 -0.00949788 0.0326039 -0.0440998 -0.0750114 -0.0757757
internal_weight=0 14673.3 7104.29 7568.97 4974.67 5693.03 2594.31 704.738 1411.25 217.75 98.2298 119.521 486.987 485.736
internal_count=223821 126989 54082 72907 33674 42541 39233 96832 11541 6163 1808 4355 90669 90648
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=157 176 169 25 20 73 20 190 122 144 73 20 167 192
split_gain=168.112 197.802 296.526 177.796 170.573 145.177 144.759 139.967 105.181 92.2717 88.8248 79.5028 70.2507 69.2188
threshold=-0.26580055143873454 -0.095826864329983955 -0.17591523061324255 0.064878308689079109 -0.32920853277001932 0.012356419724601395 0.072391042342254533 0.0062354199066874316 -0.39698452161470005 0.13501185844919009 0.82035400015361082 -0.17566584073436811 -0.46897418503126198 18.467182636474828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 6 7 -2 11 13 -10 -1 -11 -7
right_child=5 2 4 -5 -6 9 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.068361885983315315 -0.0059788041080900984 -0.21402317442288218 -0.052265856828039005 -0.036174124294327349 0.012585920656465278 -0.020077527751854944 -0.028293497887763398 0.033203580905428604 0.04453822028887261 -0.23034968761306696 -0.037123374705965682 -0.066283232410994777 -0.036324840696764019 0.022454030488873629
leaf_weight=59.14574577845633 2008.8760185854044 98.8270427826792 464.32453059661202 130.35249723680317 3205.1755289160646 1280.0531144677661 1192.2426211345592 1669.2228910925332 2194.3223050311208 18.828749055042863 141.80614360002801 169.6076293871738 2095.1298774655443 545.80986081564333
leaf_count=648 33176 400 2913 681 25897 12499 44198 17238 19922 44 654 1317 60020 4214
internal_value=0 0.0116767 -0.00251236 -0.112866 0.00437982 -0.00955786 0.0019877 0.0118032 0.0332444 -0.0238303 0.0395813 -0.0314698 -0.038053 -0.00736346
internal_weight=0 6463.56 3898.68 229.18 3669.5 8810.16 4870.34 3678.1 2564.88 3939.82 2336.13 228.753 2113.96 1825.86
internal_count=223821 52432 29891 1081 28810 171389 94612 50414 22541 76777 20576 1965 60064 16713
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=118 124 170 76 151 140 193 154 127 79 158 53 158 19
split_gain=162.633 193.365 186.548 192.825 183.027 197.583 119.288 99.7639 98.8205 106.119 344.459 80.7558 95.5531 66.4498
threshold=0.39007965480026002 0.13578699262558169 0.30333907766491591 0.085645312430651321 -0.27718567648966946 0.084449993521947972 0.25574179897319221 -0.081017985645353938 -0.36976407311876108 -0.15306585359593258 -0.038785476763522279 0.61225150233203263 -0.1776580730116141 -0.079969636036681183
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 9 10 -2 12 -10 -13
right_child=8 2 7 -5 6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.053550688531656593 3.2184614019062971 0.057963847262460115 -0.0072777121381464929 0.0027622830611632779 -0.054293215493393589 -0.067298130190145938 -0.016100446651133565 -0.063945584799138991 0.0018252196650192694 0.076264840380028606 -0.083741364002735644 9.7215040895363752e-05 0.033037993437690809 -0.072603600528364731
leaf_weight=509.1313525007572 0.45445058122277271 712.61434226197889 676.63295915303752 5649.3309245324926 1629.260057207488 184.24951678200159 1641.8954202187015 574.40184208925348 2053.3299423462013 204.87965101958252 1.0360048583243029 389.0855443701148 1877.7104851480108 185.74046658165753
leaf_count=9039 5 9242 2447 36262 118652 5050 10553 2831 11730 2561 59 1417 13166 807
internal_value=0 -0.00732214 0.00200396 0.00894552 -0.0252308 0.021438 -0.0351231 -0.0332963 0.0147142 0.0823811 0.923124 0.0116151 0.0167344 -0.0233942
internal_weight=0 11577.5 7612.98 6361.95 3964.54 693.381 3271.16 1251.03 4712.24 206.37 1.49046 4505.87 3931.04 574.826
internal_count=223821 194076 50782 45504 143294 14089 129205 5278 29745 2625 64 27120 24896 2224
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=14
num_cat=0
split_feature=129 117 102 78 127 110 72 72 128 104 174 47 78
split_gain=90.0306 96.1131 96.5192 120.986 111.029 95.997 241.007 112.525 41.7161 20.6627 20.4077 2.78792 0.561031
threshold=1.0245748931830738 0.15535370309139276 0.18175268219616858 0.024272170407617307 -0.45566893512311163 -0.098862705885801719 1.1032084393894241 0.6128240905890594 0.018831995175022632 0.57025685494925726 -0.059978946259196066 2.5656204667377183 0.053665700992290608
decision_type=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 12 -10
right_child=8 2 4 -5 -6 7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.037663511537940314 0.14107521042422894 -0.0031005494575846739 -0.068914991518573748 0.036977945927173628 -0.0044092704733195041 0.022367885342578789 1.6177844837839606 -0.039100563994324385 -0.090611588756343786 0.23542835239053381 -0.10564022287208052 -0.023895105463107802 -0.10723218503343551
leaf_weight=382.96479257661849 5.9599827574566016 1767.1086594804074 273.22536598064471 1312.7336982951965 11405.011803355534 4351.7399012708338 0.881448769941925 319.69140457478352 113.18930432898924 5.2725983560085288 7.6642122073099026 5.9880717359483233 24.750069455243647
leaf_count=17426 5 50083 7973 10957 103320 29667 9 1665 2449 5 61 23 178
internal_value=0 0.00231094 -0.0017654 0.0139823 -0.00591845 0.0142111 -0.033862 0.0181613 -0.0723533 0.0673382 0.00228687 -0.090694 -0.0935938
internal_weight=0 19813.4 14758.1 3079.84 11678.2 5055.28 383.846 4671.43 162.824 18.8968 13.6242 143.927 137.939
internal_count=223821 221100 172333 61040 111293 48767 17435 31332 2721 71 66 2650 2627
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=160 121 189 76 124 60 195 29 87 49 13 151 19 138
split_gain=92.4427 113.473 153.429 100.679 167.198 132.994 76.7481 58.2614 29.0743 34.6001 8.70856 20.8677 7.64994 0.00227941
threshold=-0.40341581818908268 -0.30110608118143878 28.500000000000004 -0.057536988868128712 -0.18599301744146088 0.22986523023756053 0.43695635182290221 -0.046844777449524956 0.0056711180300916793 -0.18723658731670909 0.062704213301420078 -0.019318230643695807 0.6863493766638058 0.84939458020564962
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 12 -12 -10 -11
right_child=1 3 7 4 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=0.55763813269448892 0.41038751204910295 0.0064473249077294306 0.11127445221145671 -0.03653152840427288 -0.00060830155996837039 0.056429466218085284 0.1400389825135358 -0.0079581613724335077 -0.067242510625243973 -0.081832232503774388 -0.083962175333953087 0.23353968872955388 0.20559032182020404 -0.089207881120552918
leaf_weight=1.6627199039794507 15.993675961624829 6079.1433797127102 60.253687142860144 1422.5259640356526 14524.378951450111 583.44914460321888 30.574796453583986 128.12945610447787 246.37118760216981 0.90877478243783005 5.5285314815118909 3.3090688884258253 1.0320009090937663 0.77747754636220634
leaf_count=20 125 49314 938 11315 136225 6054 266 2679 16641 72 127 13 28 4
internal_value=0 0.00121894 0.0703561 0.000500484 -0.00381279 0.0108243 0.232889 0.030178 -0.0587942 0.233944 -0.0626201 0.0349203 -0.0661044 -0.0852329
internal_weight=0 22844.4 234.952 22609.5 15946.9 6662.59 46.5685 188.383 259.59 3.34897 256.241 8.8376 247.403 1.68625
internal_count=223821 206916 4008 202908 147540 55368 391 3617 16905 96 16809 140 16669 76
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=167 35 129 108 195 195 60 151 52 133 10 154 140 119
split_gain=191.979 139.053 126.214 108.986 108.803 180.494 105.482 88.7808 79.4094 50.6541 47.9066 38.7744 12.2676 3.77828
threshold=-0.018854206230660874 0.0089870640206329809 1.016277301815415 1.7755339095844731 0.15008793528703659 0.17208494560522256 0.22986523023756053 -0.29460465587383855 0.66841734938669928 0.08548418672126841 0.10076633533752724 -0.42553715067220982 -0.40400623954355869 0.61635185058991893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 10 -6 -2 11 -9 -5 -4 -3 -1 -14
right_child=2 7 4 9 5 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.085828090867281548 0.020595721938804067 0.03914804352291127 -0.093077230358927454 -0.28411224911356298 -0.14850147932838795 -0.0063559406059799763 -0.012220134854638043 -0.017535554026038569 0.032383047562961641 -0.055182989213455741 0.12148681380251425 -0.084012394860066092 -0.079169919026117155 -0.043857876264034382
leaf_weight=4.6941129784099749 5237.358835869527 28.735079438425601 11.787812738737555 16.738847840693779 90.75544967741007 5685.6396873773192 1204.8514864831232 1781.1670466872747 388.11266705906019 22.871584685519338 88.765730255516246 231.52669285400771 425.89587924641091 32.621239863685332
leaf_count=25 48633 412 194 82 711 56296 12395 19180 2927 341 549 3859 72508 5709
internal_value=0 -0.0247991 0.00381896 0.0134416 -0.00679404 -0.00858925 0.0144584 -0.0152258 -0.00860446 -0.151925 0.0963336 -0.0704145 -0.075011 -0.0766576
internal_weight=0 2892.75 12358.8 6481.82 5876.95 5776.4 6442.21 2429.54 2169.28 39.6104 100.554 260.262 463.211 458.517
internal_count=223821 104620 119201 61451 57750 57007 61028 26378 22107 423 743 4271 78242 78217
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=15
num_cat=0
split_feature=139 72 22 124 119 74 21 31 68 156 113 145 154 72
split_gain=153.404 140.105 120.226 144.029 117.921 59.092 52.1982 21.1449 16.5837 15.9765 17.3504 14.8352 17.5406 8.17885
threshold=-0.14597025601214011 0.96277931691858565 0.059345890466888061 -0.30589692971698462 0.063024425830381856 0.59280453955532419 1.3043983637021592 2.9301579928204728 -0.060094821209568133 3.3477035893899028 -0.26940848903925158 -0.2087245721194089 -0.18032769586548564 0.031988052120649736
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 10 -1 12 -10 -13
right_child=1 5 4 -5 -6 7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=1.1220142941801379 -0.092375472947621273 0.075626555436108592 -0.015112464524002778 0.021339004784706721 0.0053153315584434542 -0.0075840060884229052 0.25710244248282421 0.41221922697472196 -0.067137169945848882 -0.070322702711796081 0.089561664545119088 0.75981624106981471 0.08166647788595649 -0.073507806036222964
leaf_weight=0.16516798362135787 115.72526176064275 246.42744138080161 5824.8021028352086 2968.1213561344193 5488.5736856368021 100.14648596511688 16.939069277606905 1.2143622515723098 18.154652058612555 9.6645879692514409 11.202966047450902 0.11781892133876581 14.054136186605318 339.62900666357018
leaf_count=5 767 2033 61350 34541 52084 2226 243 43 450 2224 421 2 163 67269
internal_value=0 0.00111948 -0.000431121 0.0170717 -0.00520212 0.0623277 0.0872986 -0.00255452 -0.0621849 0.0242022 0.104562 -0.0670697 -0.00220748 -0.0732188
internal_weight=0 14761.9 14397.2 3083.85 11313.4 364.727 263.367 101.361 392.988 21.0327 11.3681 371.956 32.2088 339.747
internal_count=223821 153287 148742 35308 113434 4545 2276 2269 70534 2650 426 67884 613 67271
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=14
num_cat=0
split_feature=134 72 189 195 19 129 112 148 181 83 97 19 151
split_gain=143.19 140.247 137.209 166.15 128.692 97.7068 106.701 58.6983 19.0341 21.2323 54.6095 18.8156 16.8768
threshold=-0.040367847619797954 1.0248136159082504 35.500000000000007 0.22162928980237653 -0.13132195300326718 1.020384058374135 0.82569417728443961 0.46585557966381164 1.0994289561846549 -0.13637091487595696 -0.028141922191094532 -0.50757993847503047 -0.019318230643695807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 10 -1 -11 -10
right_child=1 5 3 -5 -6 6 -8 -9 12 11 -12 -13 -14
leaf_value=-0.064284491521862677 0.01200106191149999 -0.01871467339580354 0.081748658228112156 0.0080140740331603316 -0.021405340657211995 -0.078060566204525991 0.051061339527447319 0.06049790281165747 0.12930937371323611 0.052840354920902166 0.20174825808715263 -0.080611642410119907 -0.089355660401939513
leaf_weight=32.178778103319928 1761.3848390175845 582.77519322978333 316.176615255652 9138.9099280493683 3339.5354095788207 504.19818279519677 73.302951270714402 111.43678755685687 9.4577255733311159 10.947410819469949 10.14993165747728 302.40059394366108 5.6312461467459789
leaf_count=7819 21399 2317 1766 82560 50384 1305 175 399 33 797 599 54233 35
internal_value=0 0.000566203 0.00334855 0.0104797 -0.00986987 -0.0312805 -0.061671 -0.00599926 -0.0623025 -0.0669693 -0.000492936 -0.0759492 0.047703
internal_weight=0 15827.7 14556 9455.09 5100.92 1271.71 577.501 694.212 370.766 355.677 42.3287 313.348 15.089
internal_count=223821 160305 156109 84326 71783 4196 1480 2716 63516 63448 8418 55030 68
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=15
num_cat=0
split_feature=182 118 107 15 173 173 58 161 124 109 16 96 1 45
split_gain=91.1456 102.117 95.8063 99.015 93.9257 87.3844 109.09 106.093 90.4253 74.7319 62.2083 61.8053 59.5943 45.5635
threshold=1.4923675011263631 0.79866573673483077 -0.46527145320023827 1.9670553419657864 3.9294414963159938 0.29842783263448108 0.3512061713878788 -0.1925192491146531 0.27248875760519342 0.67127224525799856 -0.050107088578883616 0.26576530217935967 -0.36272614918458396 0.10087444917119205
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 10 7 -7 8 -2 -9 -3 -6 -8 -1
right_child=5 4 3 -5 11 6 12 9 -10 -11 -12 -13 -14 -15
leaf_value=0.059398333911034211 0.073255238987417176 -0.014927187055823653 0.0048347414623536545 -0.012836906334078319 0.16866770298663603 -0.039526072530422438 -0.089809004968488607 0.083173667593702372 -0.097482491745545519 -0.0022716642703740049 -0.068059628783103454 -0.048809764965311316 0.057658391107758201 0.25454022463266146
leaf_weight=171.99610493518412 49.956506693735719 457.53670634678565 13233.855823135935 4169.6212055124342 36.94751141872257 344.50407182145864 30.476968612521887 505.06564192101359 81.828764460980892 128.37754675187171 425.08864574495237 20.218592867255211 271.77760967239738 12.859697345644234
leaf_count=563 128 3506 139993 70949 168 1635 264 942 208 360 3935 192 871 107
internal_value=0 -0.000354558 0.00136152 0.00060087 -0.0324712 0.0260027 -0.00105718 0.0488733 -0.0327601 0.0658568 -0.0405168 0.0917499 0.0427889 0.0729736
internal_weight=0 18528.1 17588.3 17403.5 939.791 1411.99 646.759 765.228 131.785 633.443 882.625 57.1661 302.255 184.856
internal_count=223821 219413 211612 210942 7801 4408 2770 1638 336 1302 7441 360 1135 670
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=15
num_cat=0
split_feature=157 131 15 151 21 195 135 34 157 188 91 158 13 8
split_gain=130.666 84.7374 85.5795 103.555 72.8869 63.4269 88.1869 37.8699 17.4338 17.9181 22.353 10.1019 7.17911 0.644184
threshold=-0.44576641754345864 -0.49450891641296418 1.9836407632525486 0.30828769155955599 0.025917394891203746 0.18302900411398265 0.9815790807643231 -0.15752187760158395 -0.50187659968875031 -0.11383463568187392 0.0074298896458532522 -0.38820902872720026 0.34434361597232738 -0.31113397418486816
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 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.062995362909594579 0.054799317069724844 -0.0065647486489226539 0.03791225114786731 0.013120914819765007 0.0076960690578659801 0.086865451398119436 0.94960290571865336 -0.03754490261924448 0.51542935978000759 -0.050110797792233756 0.040900423402128391 0.04198223926078537 0.18492520588164607 -0.083437630508166036
leaf_weight=16.973328563268296 3.8518945043906561 11028.666153862257 911.11539120052475 3526.7258958206512 6447.7118603417184 25.301114889793098 1.5424579754471777 742.19295183010399 1.1604764948133359 161.25778048997745 6.8653794934507459 12.860999008174984 1.0164860412478436 167.93489081482403
leaf_count=1920 72 100916 8122 33328 56780 279 19 10042 49 5633 216 360 5 6080
internal_value=0 0.00150067 0.00264841 -0.00179497 0.0114372 -0.031042 0.310659 -0.0334436 -0.058563 -0.0365747 0.109514 -0.0433085 -0.0801042 -0.0815612
internal_weight=0 22687.1 21914.2 14555.4 7358.83 772.888 5.39435 767.494 368.069 182.145 8.02586 174.119 185.925 184.908
internal_count=223821 209558 199146 134244 64902 10412 91 10321 14263 6258 265 5993 8005 8000
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=116 152 109 90 44 87 148 70 154 178 190 178 142 115
split_gain=184.579 131.868 111.514 103.971 117.309 94.3438 89.48 160.213 59.1221 43.6194 41.9732 20.385 38.0889 8.30269
threshold=-0.0099158212682015617 -0.22550354745276893 -0.30787018941430117 -0.030605909578208176 0.2458024085728992 0.06452266639152833 0.53827580898617045 -0.20237083148856574 -0.31520651628892721 1.0000000180025095e-35 -0.047550924014319998 0.16696727876976988 -0.073732189946930995 0.35699453223020655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 5 -5 -3 8 -8 -2 -1 -11 13 -13 -4
right_child=1 3 11 4 -6 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.077221294758948705 0.010213009352797509 0.03073793034557637 -0.078827924291840129 -0.0072026839947730605 0.014593725899069732 -0.11797974576068491 -0.96846098155719851 -0.085444634514710918 -0.028351379479979524 0.051731096547057404 -0.033343291705052229 0.18682539738887383 -0.047362579157057078 0.14225954641168503
leaf_weight=53.319708039751276 573.08147673448548 1786.5447799184476 485.8248981400975 6304.7837795028463 4058.8588016018039 43.700200689490885 2.0847971327602854 142.5765760159702 1297.7915863245726 167.08642552956007 88.821113589568995 7.2939922151854253 145.12692754587624 1.7045567744644348
leaf_count=4712 4747 11728 96766 54550 33298 324 34 1199 10818 1311 884 119 3288 43
internal_value=0 0.00129764 -0.0442493 0.00521421 0.00133375 0.027187 -0.0223974 -0.0981703 -0.0165384 0.00505958 0.0222032 -0.0680755 -0.0361557 -0.0780549
internal_weight=0 14209.4 949.178 12193.9 10363.6 1830.24 2015.53 144.661 1870.87 309.227 255.908 639.95 152.421 487.529
internal_count=223821 116698 107123 99900 87848 12052 16798 1233 15565 6907 2195 100216 3407 96809
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=44 127 142 136 116 21 191 93 124 134 133 160 19 64
split_gain=160.576 143.062 188.234 150.347 150.156 120.901 186.788 117.886 113.492 98.2016 102.081 72.327 51.6017 26.9479
threshold=-0.12613775151830398 -0.077359208674851868 -0.019225127382215944 0.074548415240719437 0.078475083744461882 0.076398400529124597 -0.039600071037846581 -0.057280460590156485 0.68882833443160985 -0.066296262784863363 0.08847580596943351 -0.39341533368149023 -0.077640695208965688 0.30760235855849444
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=0.043517871785237312 -0.093534344022655286 -0.004625610677036803 0.018906111664240735 -0.053920510526340004 -0.014696322931859622 0.078734879156944715 -0.013672013468707262 -0.015313509308643398 0.1526675219746082 0.07426638320441957 0.023591285474311559 -0.0383599198536635 -0.065282497906614265 -0.054599186918811306
leaf_weight=162.18497156910598 523.25831163051771 1882.7621533467318 4995.2078947793343 921.56326352502219 1812.3294462941121 145.10307656781515 665.12979634909425 1635.4573130190838 18.106103112921122 582.28227498673368 1252.7761108808918 322.25074545713142 188.89993659849279 9.5981404334306699
leaf_count=2970 23218 24138 51293 7015 36441 2154 23394 33216 157 6986 7926 3952 830 131
internal_value=0 -0.00494808 0.000978509 -0.020825 0.00996034 -0.0241352 -0.0488361 -0.00764923 0.0226345 0.029099 0.039671 -0.0109479 -0.0465905 0.0808599
internal_weight=0 12580.8 9611.86 2804.33 6807.54 2968.95 1188.39 1780.56 2536.1 2319.49 1835.06 484.436 216.604 27.7042
internal_count=223821 200869 118887 31153 87734 81982 46612 35370 22952 21834 14912 6922 1118 288
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=12
num_cat=0
split_feature=115 76 19 80 115 193 44 126 100 89 182
split_gain=141.265 135.817 176.387 131.249 127.946 72.735 60.9932 51.7593 30.138 26.2311 22.4522
threshold=-0.19084543199088641 -0.01799178957522795 -0.41882644753949355 0.22342262979507246 0.93058443636630861 0.0077714731208765537 -0.032421845240718908 0.93910706873536209 2.1115108017205704 1.4538644727418644 1.7211358472564784
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 10 -1
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.077242577127044257 -0.073973000838925759 0.082261210282765965 0.01439089345911268 -0.0061902761328720178 0.80952361701920672 -0.023820101848800693 0.030212485789619437 0.021568501299098854 0.096747505783570942 -0.86786235250288213 0.1256163332397203
leaf_weight=286.57353872200474 366.22302556846989 348.61519033531658 4998.9837380648241 8150.4498950367561 1.0072557083331037 1374.3572088215151 341.3151108835591 235.387612159946 10.64980027079582 0.41616630926728149 5.5618548342026761
leaf_count=19320 63578 1784 78543 36736 11 19163 3917 720 25 4 20
internal_value=0 0.000413509 0.00402236 0.00163401 -0.0233811 -0.0343724 0.0325055 0.0577985 -0.0684952 -0.0745106 -0.0733804
internal_weight=0 15816.3 13733.4 13149.4 2082.9 1740.58 342.322 584.003 303.201 292.552 292.135
internal_count=223821 204452 117783 115279 86669 82741 3928 2504 19369 19344 19340
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=15
num_cat=0
split_feature=122 9 35 120 90 95 44 160 103 167 193 86 100 13
split_gain=88.0672 127.104 123.673 95.1898 166.863 141.664 195.268 136.321 130.978 93.8095 90.0228 60.6081 91.7136 89.7703
threshold=-0.39698452161470005 -0.39086735696130848 -0.011405101334954634 0.30058417552037403 1.2048001305827267 0.11528527303144522 -0.12613775151830398 -0.28196167544918255 0.44271936092435676 -0.34846653706236169 1.4193157785004724 0.37638593648335189 1.1531429668237414 -0.03336503959441136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 5 8 6 -2 -7 -5 -3 -6 13 -13 -1
right_child=3 2 -4 4 10 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.095688297302907205 -0.034936066555986404 0.17212168206247855 -0.11093510100034545 -0.0027001543390620924 0.051811509355282663 -0.039385266528090636 0.029292369798562923 0.0056832048788301439 -0.028429274435767083 -0.11252129801347051 -0.011945393364553074 0.079074207870861057 -0.098883036910260069 0.80682660008580409
leaf_weight=65.950022183824331 541.84373000590131 132.88708894862793 21.249466388020664 8020.8860101033933 737.46312722796574 903.87140822620131 3744.2551908573369 2606.6200893293135 2626.4327618280658 12.68342598620802 316.50977657455951 113.11153870634735 38.926795270293951 1.1208375571295608
leaf_count=1641 8839 394 211 141610 4007 3120 35212 8029 18496 146 1812 188 104 12
internal_value=0 0.0486539 0.114424 0.000413686 -0.00528975 0.00897353 0.0211727 -0.0059209 -0.0090469 0.147321 0.0326652 -0.00142084 0.0335113 -0.0806061
internal_weight=0 385.929 166.82 19497.9 11701.3 7796.59 4286.1 3510.49 10647.3 145.571 1053.97 219.109 152.038 67.0709
internal_count=223821 2696 751 221125 165925 55200 44051 11149 160106 540 5819 1945 292 1653
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=13
num_cat=0
split_feature=157 73 41 115 19 148 167 76 13 119 49 91
split_gain=117.464 85.3574 109.803 123.014 92.935 101.703 84.6236 68.8371 5.78407 5.07606 20.7598 3.68061
threshold=-0.48256233024458506 -0.073958719383291779 -0.084030807278596034 -0.061441300286713116 0.3248439565048078 -0.66973261002754769 -0.37151957614605974 -0.12987315617598791 0.21406122066504865 -0.30643667908926014 -0.15130512895148188 0.0054349201802566484
decision_type=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 -11
right_child=1 2 3 -5 5 -7 -8 -9 -10 11 -12 -13
leaf_value=0.46336018411812713 0.0072428353278074084 -0.079148587676550544 -0.018484090553347186 0.0066882642264827104 0.22383393641075022 0.01561845833116764 0.061398859616612116 -0.021261413605248219 0.098182132732486854 0.049840528561749538 -0.061709917718691359 -0.077659158361528188
leaf_weight=0.88835804234258819 1097.6243515433744 46.927892751409672 2245.5839698332129 14330.469581835438 24.179053335916251 787.5274839294143 491.74008137034252 3713.9858376540942 1.9742849972099055 2.2888160940492517 4.9415279855020335 209.91235940303886
leaf_count=7 8921 1481 29859 108019 210 13716 5166 46646 13 318 221 9244
internal_value=0 0.00121003 0.00472204 0.00327813 -0.00947886 0.0218208 0.0491546 -0.014759 -0.0722119 -0.0737549 0.0183003 -0.0762839
internal_weight=0 22738 17114.7 16576.1 5623.32 811.707 538.668 4811.61 220.005 218.031 5.82989 212.201
internal_count=223821 214018 144525 137878 69493 13926 6647 55567 9803 9790 228 9562
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=15
num_cat=0
split_feature=11 23 132 25 101 180 70 195 116 158 184 129 160 32
split_gain=166.225 117.129 193.924 143.08 140.935 133.574 97.9225 92.5557 29.617 30.7382 39.5501 19.8478 14.2229 3.75165
threshold=-0.14360486613416554 -0.040721133222626479 0.22537973821705742 0.037611708781243043 -0.15499966772558055 36.375502008032136 -0.10514407035356706 0.21712018838407293 0.87456447578976126 0.16126489856931961 0.020326439098565907 1.0247824493041275 -0.22948577266116774 3.2082693816645498
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 9 11 -11 -1 -10 -14
right_child=1 3 4 5 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.075543042504239419 -0.011230343438490803 0.011421435826558066 -0.29715503151922201 0.014901229422663521 -0.050053835107681424 -0.010353236853019886 0.02651957584440778 -0.052729757636503338 -0.086462775513013221 0.022170136604132279 -0.11534110254889218 0.07227848738741921 0.090744023184383724 0.2078103419313401
leaf_weight=407.69981093989918 866.95989916793769 296.40644792432431 27.258785056183115 3356.5256543642026 150.62816712597851 5569.3784362842562 3313.0848723910167 932.28840784716886 4.0900619581807431 82.105707732844166 28.064893011032837 9.2901199487387185 8.5569790564477426 4.0252904221415511
leaf_count=63883 9355 2729 235 31873 1850 67907 33334 9179 85 2212 917 187 66 9
internal_value=0 0.000624774 0.0143384 -0.00526054 -0.0879188 -0.000856466 0.0186901 -0.0372541 -0.0556877 -0.0598378 -0.0128595 -0.0722497 0.0755355 0.128196
internal_weight=0 14512.5 4357.93 10154.6 177.887 8925.9 4180.04 1228.69 543.833 527.161 110.171 416.99 16.6723 12.5823
internal_count=223821 156462 44774 111688 2085 99780 42689 11908 67359 67199 3129 64070 160 75
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=44 179 38 115 115 115 122 124 166 95 85 28 103 56
split_gain=136.48 144.291 117.568 153.115 142.791 113.357 101.093 94.9909 123.915 76.2542 114.335 53.4958 44.2243 36.0704
threshold=-0.12613775151830398 1.0330000219006237 -0.083887009663765957 -0.15581550337471736 -0.22602437259965591 0.25169707678556141 -0.37145866329449223 0.78542807517202362 -0.32261576813369552 -0.0082386102541886237 0.067969644690352785 0.10661211033899058 0.40079234425398191 1.079667571904281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 13 9 8 -8 -1 -11 -9 -7 -3
right_child=1 5 3 -5 -6 12 7 11 -10 10 -12 -13 -14 -15
leaf_value=0.046389843378054851 0.056841722674072129 0.090047880911285169 0.028796277456557939 -0.0082504084688570633 -0.071647532689946933 0.035853446335617371 0.065536209201357262 0.054486094847832289 0.014733204831898997 -0.26911789559189653 -0.036501801696665774 -0.09654804132322696 -0.066152086997665394 0.19860875475705925
leaf_weight=96.814061937038787 104.55282024736516 141.39679782534949 1251.3416864228202 10286.574456840783 500.63299753074534 135.78967153839767 778.89817659649998 31.792950502946042 1251.6064472550643 23.289925241144374 227.84836722095497 89.382849404821172 61.866782833822072 39.060685128439218
leaf_count=1821 1713 1107 13064 175126 4815 2581 9526 243 9692 138 1112 420 2199 264
internal_value=0 -0.00459176 -0.00648604 -0.00423252 -0.0494495 0.0562428 0.0210012 0.0290883 0.0342212 -0.0290081 -0.058074 -0.0569211 0.00392555 0.113546
internal_weight=0 12521.2 12143.1 11537.9 605.186 378.114 2499.63 2151.68 2030.5 347.952 251.138 121.176 197.656 180.457
internal_count=223821 200869 194718 188190 6528 6151 22952 19881 19218 3071 1250 663 4780 1371
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=15
num_cat=0
split_feature=103 2 72 76 90 136 85 181 97 146 93 94 175 160
split_gain=133.411 294.978 174.128 156.142 122.884 160.736 165.715 151.882 86.6549 75.788 67.973 56.313 44.6039 43.3289
threshold=0.40079234425398191 -0.2150169358584513 0.77159292988916883 -0.01799178957522795 1.3270888681175197 0.28249343026691709 0.51972505073699249 1.6813276159913018 0.9897773174225758 0.04415114781962353 0.212836856182617 0.12596932180946258 1.1548592327017093 0.11406375881350724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 -2 8 -6 -7 -4 12 -1 -13
right_child=4 2 10 -5 7 9 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.057124214560597145 0.021339080438666898 -0.024363839314831253 -0.017442564775170706 0.014905043108492513 -0.096508175053129031 0.046114665106428088 -0.024263808594323699 0.02803038617886295 -0.024889638410941162 0.016102295608872656 -0.07182105131394384 -0.13345173361828697 -0.018777394511178713 -0.01141706969001971
leaf_weight=839.71838948799996 1546.3291796949925 1317.8082351737539 538.37906049116282 4371.4783805106417 229.3461701925844 1477.0317519763485 1644.075434547849 445.59351230040193 641.473916426301 1955.1539381644689 401.14598124101758 126.46234302781522 474.86156762036262 37.788234259933233
leaf_count=24974 7625 85495 1905 72146 597 5137 4597 1625 2629 9377 1251 503 5794 166
internal_value=0 -0.00978635 -0.000777097 0.0058092 0.00845085 0.0139977 -0.00216095 -0.0194541 -0.0437517 0.029018 -0.0406604 -0.05017 -0.0432723 -0.105376
internal_weight=0 8107.64 6628.81 5689.29 7939 6622.59 3190.4 1316.41 870.82 3432.19 939.525 1478.83 1314.58 164.251
internal_count=223821 192234 160797 157641 31587 26736 12222 4851 3226 14514 3156 31437 30768 669
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=15
num_cat=0
split_feature=152 128 129 129 9 117 168 122 60 136 15 107 164 182
split_gain=90.9908 116.391 120.972 110.817 129.178 114.036 117.712 112.177 92.178 88.9406 84.7785 82.8876 71.106 70.4927
threshold=-0.32739884012449977 -0.22340862210991833 1.0168114845947791 1.0153701820172836 -0.32844551666625593 0.61886228710750857 8.2955896725906069 -0.26608342634955695 0.13947545524196023 0.019834816805505199 1.2399152356990026 0.68558271409486438 -0.26193661732119139 0.028779534878872904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 7 6 -5 -2 12 -6 -7 -4 -3 -1
right_child=3 8 11 5 9 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.02492149546840413 0.025399600176752763 -0.042169126755468217 0.15872740663883847 0.014544789814745716 -0.066918615541122467 0.0096651860938150105 -0.026145760678703684 0.25822560177218923 0.034640839082341966 -0.016882452186986925 -0.012843808722733477 0.61057841547419534 0.017285194284934087 0.096687011307657555
leaf_weight=92.2869364884682 98.048290643841028 403.06548275309615 80.262572486652061 6954.1097583406954 494.27556835487485 2329.7771242610761 791.89889519906137 26.22991990216542 856.35327398998197 1262.9956852440373 5938.3717903041397 4.2760339369997373 401.57312270742841 98.588531769579276
leaf_count=1591 637 4700 351 57191 25905 23259 14288 226 4321 22797 65429 66 2578 482
internal_value=0 0.0217889 0.0819966 -0.00103083 -0.0239882 0.00166651 0.0103849 0.0745394 0.0118057 -0.0309563 -0.00650128 0.181582 -0.0124971 0.0378902
internal_weight=0 1936.41 275.414 17895.7 1881.55 16014.2 7746.01 124.278 1660.99 1757.27 8268.15 84.5386 804.639 190.875
internal_count=223821 14089 2490 209732 49565 160167 71479 863 11599 48702 88688 417 7278 2073
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=15
num_cat=0
split_feature=112 77 140 14 77 195 154 195 173 189 84 111 154 181
split_gain=86.4247 105.72 128.407 96.8296 94.7981 145.971 137.638 89.9756 84.7504 81.6049 62.1851 51.4421 23.705 9.00834
threshold=0.45541359026687861 0.18863488603708281 0.13987515949694729 0.65809459846291041 -0.057056114471345683 0.37823362668271465 0.032251732084323761 0.30675800945440496 0.29842783263448108 33.500000000000007 0.27295141896696473 1.1368251697622707 0.07560484428535609 0.36291341925729453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 9 5 -1 -6 -4 -3 10 -2 -11 -5 -14
right_child=3 2 7 12 6 -7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=0.020969595456489153 -0.0055562111933954985 0.076978063221771989 -0.025605756662485643 -0.054688323861689772 -0.014006961902303664 -0.010260691548640418 0.0082271407470392768 0.02252225947118397 -0.00093273249357129053 -0.032106891838952094 0.065219196234393845 0.057191580823495639 -0.33124655071170145 -0.19153738025453049
leaf_weight=4129.7181548533263 420.43550558446441 545.22919966850895 566.76533204852603 7.0474427994340685 7207.0777642949251 2347.3050554040819 4536.8164261092898 1234.6078556515859 187.6798268337734 1476.5744534285041 176.15723045123741 67.457745644031093 10.499981802888216 8.2348666563630086
leaf_count=33389 2983 5030 6044 38 61317 20137 58592 14360 1250 18229 1695 711 34 12
internal_value=0 0.00260073 0.0217376 -0.0183891 -6.09569e-05 0.00965159 -0.00541764 0.00737976 0.057027 -0.0160689 0.0153418 -0.0282055 -0.211028 -0.269838
internal_weight=0 20755.2 2534.28 2166.41 18220.9 6477.02 11743.9 1801.37 732.909 2140.62 596.593 1544.03 25.7823 18.7348
internal_count=223821 200119 26684 23702 173435 53526 119909 20404 6280 23618 4678 18940 84 46
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=15
num_cat=0
split_feature=116 109 151 88 195 148 86 76 176 140 127 13 176 4
split_gain=162.738 125.873 109.063 123.64 100.444 97.9482 86.8627 73.6529 73.5884 45.7999 32.8216 26.2477 20.9672 37.9154
threshold=-0.0016573553475068823 -0.28753737692443837 -0.26201504240320123 6.7391251147440565 0.31079811995949053 0.53827580898617045 -0.11197032549485884 -0.032743317885289239 0.08123933194579698 -0.22032217004024074 -0.32555351651314585 0.37368011055468681 0.19572117879672504 -0.053955576672501407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 7 -7 -2 10 -5 -1 -10 -3 -14
right_child=2 12 3 9 -6 6 -8 -9 11 -11 -12 -13 13 -15
leaf_value=0.0097715971005944771 0.00072428757521990773 -0.075542926895347598 -0.007070728637591674 -0.28121926412889264 0.011846366899796861 -0.39760812884544416 -0.087427012205619617 -0.047537317442734456 -0.029732226788325041 -0.081976277099392036 -0.081425784892015629 0.06247029232598883 0.22514153651319396 -0.042765183393307538
leaf_weight=67.414421628491255 867.67527648911346 507.48139438964427 4275.5080632871832 17.577225305140018 8171.065535285743 9.9595288317650539 96.550297564128414 497.54441190348007 37.600762577494606 33.574312738259323 95.181263968144776 172.60435791267082 5.4835529499687246 144.15305549232289
leaf_count=2549 6015 99915 30815 58 67900 69 882 6014 420 561 4861 711 111 2940
internal_value=0 -0.0395114 0.00167842 0.00471055 0.00534818 -0.02407 -0.116431 -0.0168643 0.00690242 -0.150442 -0.0436141 0.0459774 -0.0658433 -0.0329475
internal_weight=0 1029.92 13969.5 12497.7 12446.6 1471.73 106.51 1365.22 372.801 51.1515 162.596 210.205 657.118 149.637
internal_count=223821 111507 112314 99334 98715 12980 951 12029 8541 619 7410 1131 102966 3051
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=157 83 194 29 155 53 157 178 86 154 4 157 0 124
split_gain=155.391 123.412 117.505 250.707 153.224 145.06 118.749 88.0126 75.0061 88.329 67.2371 62.3163 62.1356 85.4111
threshold=-0.067453422964110568 -0.13637091487595696 0.055829932549895267 0.13033424910988059 -0.16764956352288488 -0.01174195874312565 -0.40797404914491114 -0.058903712048850081 -0.046975243420521708 -0.099017120766200242 -0.071109026544402001 0.11200250056111601 5.071614384777674 0.12559764501147466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 6 7 -6 -1 -4 11 -10 -5 -2 13 -3
right_child=1 12 4 10 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.047775580070715543 0.075145215955204389 -0.0058054544092268779 0.022260334295153714 0.0064446573037827432 0.0099292631688593595 0.046435437071973167 -6.6889147193061047e-05 -0.041071964668412668 -0.12396945709332718 0.020858073864987847 -0.051419325047816468 -0.013088649414402069 -0.057191501737723083 -0.054891667168506089
leaf_weight=595.07691642083228 252.00419554649852 1142.4545496843057 321.48067887453362 241.28429604973644 3375.7951562681701 1606.429798619356 4047.6583006122382 691.24235978233628 65.731269296025857 117.19212007056922 1197.2226573965745 117.30389856628608 666.62180616191472 513.9533073999919
leaf_count=6550 2604 21113 1737 1526 24184 11902 31654 6938 819 1877 10530 9189 84912 8286
internal_value=0 -0.0213101 0.00455723 -0.00523676 0.0144922 0.0217 0.00606526 -0.0209676 0.0211819 -0.0311839 -0.0417137 0.0471194 -0.0314113 -0.021036
internal_weight=0 2875.26 12076.2 6081.24 5994.95 4982.22 4642.74 1012.72 552.231 182.923 1438.51 369.308 2323.03 1656.41
internal_count=223821 128800 95021 50260 44761 36086 38204 8675 14489 2696 12056 11793 114311 29399
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=115 143 115 126 157 127 50 68 128 26 60 55 62 149
split_gain=122.247 122.558 147.803 141.408 131.122 82.9516 80.6462 62.0354 47.9661 36.2504 25.4773 20.391 19.8918 18.8452
threshold=-0.16583552350446462 0.083352372281188927 0.97478530855403012 0.88674768022052619 -0.13152278155664596 0.87763125826953436 3.2086214274484646 0.8260112413880818 0.60056593879976228 0.0039342490342325993 0.042019254068200056 1.685774368833153 -0.006691788332106245 -1.0090655927635204
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 11 10 -10 13 -11 -1
right_child=1 2 5 4 -6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.064155186640774964 -0.041103862255761833 -0.014136610715691346 0.038257079927955018 0.0022723898739086786 0.028517386783194789 -0.10742428833550564 -0.13069596737229316 0.68176732915406868 0.76294408656569113 0.11636189053966209 -0.091574082455281772 0.62781638678257712 -0.024466721984302303 -0.072956294969166155
leaf_weight=10.320210075646171 577.43939380988013 5728.3275279268855 751.97782523999922 5413.1518381764763 2936.2028902075836 41.228554032742977 59.981001689448021 1.1896290853619564 0.35419205331709491 32.427603385876864 23.385445381107274 0.42041464982321386 14.521166855469344 349.57730772119248
leaf_count=96 20593 59122 4823 45734 66714 63 303 24 36 152 629 28 193 25311
internal_value=0 0.000556485 -0.00979697 0.00818882 0.0115019 0.030685 -0.0153445 -0.0396177 -0.0534355 0.0218817 -0.0788248 -0.0682115 0.0728039 -0.0690246
internal_weight=0 15509.5 6581.51 8927.98 8349.35 793.206 5788.31 578.629 431.006 70.6884 23.7396 360.318 46.9488 359.898
internal_count=223821 197376 64311 133065 112448 4886 59425 20617 26445 1010 665 25435 345 25407
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=15
num_cat=0
split_feature=169 178 126 143 11 163 127 168 67 94 107 2 2 83
split_gain=82.2863 118.105 113.13 133.124 169.664 124.736 148.045 111.487 98.4181 230.72 140.55 85.4126 58.5731 47.8833
threshold=-0.073064136337180327 0.21020068840000422 0.92542013875840612 0.01611394054671975 -0.060279076661501597 -0.3077401946220788 -0.17374703913498774 9.956246901105624 -0.10476142691201794 0.019888418481477786 -0.0069789240194718851 0.19443368350241583 -0.076982260026552535 0.2189290334781884
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 -5 9 -1 -10 -7 13 -3
right_child=2 12 5 7 -6 11 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.05064491747688657 -0.01325150973502681 0.24760311652733769 0.13242521385210146 0.013124883485972495 -0.065576863727354107 0.0068014969826351995 -0.044330111281488893 -0.022588769785447386 0.024559028523024148 0.024222923726048451 -0.036665597398260717 0.046986343107096089 -0.098120176445873022 0.074247474916468922
leaf_weight=776.12824086239561 2327.8101249412866 35.893347502686083 50.797588516026735 2476.9398210455547 844.48261092568282 5713.4444457546924 705.54270899505354 1350.7641425016336 3554.0799866979942 876.42993371153716 419.17850204510614 582.89075706590666 9.273442139499819 28.652445381507277
leaf_count=14578 18646 70 119 27681 30779 29808 5015 37736 30702 3078 13093 12040 331 145
internal_value=0 0.0112188 -0.00302648 -0.0120326 -0.0271808 0.00591236 -0.0324588 0.000521839 0.00956982 -0.010939 0.0180998 0.0105217 0.136885 0.170649
internal_weight=0 5699.64 14052.7 7000 3172.29 7052.68 756.34 3827.7 5625.82 1652.56 3973.26 6296.34 73.8192 64.5458
internal_count=223821 61997 161824 114842 49425 46982 5134 65417 61451 17656 43795 41848 546 215
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=13
num_cat=0
split_feature=157 8 96 139 28 136 139 190 13 9 175 126
split_gain=106.884 82.3291 88.4581 92.0806 90.1551 84.9621 94.6261 30.9949 5.73997 3.28007 27.8074 2.99763
threshold=-0.49176382482268366 0.48559422444853545 -0.030240665018826624 -0.031984327921221266 -0.16859172016010901 0.014494627687790588 -0.13762282887895694 0.25379177082215054 0.21406122066504865 -0.36863764539902194 1.4525154038400661 0.75867184903391893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 10 -1 -11
right_child=1 5 3 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.051516753006314142 0.024410419516081406 -0.06952987132314431 0.01320410410016732 -0.001283254654832016 -0.022573265331702775 0.013621360010047035 -0.029017291855328049 0.080522005448345854 0.093179064316699256 0.022725416368108629 0.93068790178458194 -0.083112686255401177
leaf_weight=10.291544499690641 503.56923885468859 319.54791119880974 8653.1408459413797 8899.1996341310441 2161.2458353962284 992.50214208243415 1094.3931379318237 14.385733278468249 1.9809129033237685 2.7201620031846678 0.29654733755160201 165.00106344552478
leaf_count=1237 5325 2672 72607 91099 24919 8965 9243 93 12 161 31 7457
internal_value=0 0.00119472 0.00328152 0.00585888 -0.0136948 -0.0162328 -0.00873886 -0.0630657 -0.0761077 -0.0779884 -0.0240075 -0.0813962
internal_weight=0 22638 20217.2 17552.3 2664.82 2420.83 2086.9 333.934 180.29 178.309 10.5881 167.721
internal_count=223821 214923 193950 163706 30244 20973 18208 2765 8898 8886 1268 7618
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=166 180 19 63 154 76 159 116 26 126 193 52 139 76
split_gain=153.161 109.024 121.613 125.17 121.502 118.503 92.5249 77.041 66.9246 79.2059 64.5906 45.5383 13.8861 5.12237
threshold=-0.058169121697204694 35.846720214190107 0.01197093319317054 0.040736958075934894 -0.26151542047658022 -0.12987315617598791 0.10425099496846997 0.012090131500825925 -0.024837106010847265 0.88371217857768358 1.4193157785004724 0.66841734938669928 -0.43828275938535016 -0.2803952961583045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 10 -6 -2 12 9 -9 -3 -10 -1 -14
right_child=1 4 3 -5 5 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=0.20315915054731223 -0.026467301090884656 0.020745300824403887 -0.021835914335114233 0.025518409864621706 -0.037048418874130316 -0.0039680104296389252 0.036403999264462937 -0.076766628072616624 -0.049386108115528002 0.019704212488060702 -0.058250145855214465 0.012524070620505205 0.13363399414741084 -0.07770359553188054
leaf_weight=1.781314730644225 261.42259186890442 1971.7456607874483 1336.4001768461894 958.55624843237456 1389.9474555287743 4901.9672971600667 2237.5128148733638 100.8629304227652 672.37557266128715 544.81944118405227 109.24041359731928 144.30962612305302 1.1513536823913444 295.10015989167732
leaf_count=3 1356 17030 17322 9748 8053 63208 15900 805 13883 3881 700 909 7 71016
internal_value=0 0.00253739 0.0145632 -0.00205698 -0.00434798 -0.0112758 0.0298268 -0.028869 -0.0194249 0.00463437 0.0165985 -0.0384465 -0.0752085 -0.0768823
internal_weight=0 13166.8 4793.89 2294.96 8372.9 6291.91 2498.94 1760.4 1462.37 645.682 2080.99 816.685 298.033 296.252
internal_count=223821 133317 44326 27070 88991 71261 17256 90504 19478 4686 17730 14792 71026 71023
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=157 106 150 83 96 115 172 197 115 83 28 115 26 111
split_gain=136.024 120.725 114.815 108.865 104.073 86.373 81.452 76.8834 64.4777 47.8757 40.1599 89.1993 36.8741 18.3572
threshold=-0.02352810642928015 -0.29001278655669088 0.62827165165704157 -0.14293342215297097 0.012243453779021177 -0.19478315630084328 0.30707660420326183 0.033484202046935148 -0.10360208489191555 -0.19039265145590131 -0.068613695419456985 -0.19084543199088641 -0.19049742682944618 0.94761017685389271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 -1 -4 -3 -6 12 -10 13 -12 -2 -5
right_child=3 2 5 10 7 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.056028425566836806 -0.086328266453212815 0.045509408449340955 0.038257384405258971 -0.072662143575495289 -0.080212008761772119 -0.0089706879123411486 0.010822177288217782 -0.019654526676489155 -0.069781125225472015 0.034332776255771309 0.044871406578717132 -0.040130633635564045 0.062545534525070251 0.10080023896778736
leaf_weight=125.82417034707032 17.928620974067599 763.19489717506804 421.87316143233329 320.22879947035108 323.28051337157376 4716.7020640140399 5991.1458051064983 596.46572851063684 106.26480825967155 75.580662959604524 141.00863454141654 991.61000941056409 231.00897748488933 6.2194119677878907
leaf_count=1271 307 7393 4016 26806 2765 35340 48287 6547 4054 5245 2461 76164 3060 105
internal_value=0 0.00330742 0.00617153 -0.0254136 -0.0292706 -0.0050933 0.0147416 -0.0409398 0.0187576 -0.0265081 -0.0384549 -0.0295481 0.0518236 -0.0693574
internal_weight=0 12938.5 11892.9 1889.85 1045.57 5138.58 6754.34 919.746 430.783 181.845 1459.07 1132.62 248.938 326.448
internal_count=223821 105619 95036 118202 10583 39356 55680 9312 12666 9299 105536 78625 3367 26911
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=118 103 157 151 127 145 8 154 164 194 129 140 134 64
split_gain=133.817 149.594 230.934 163.408 110.749 103.503 100.752 65.7634 65.389 64.2275 57.9261 53.1271 41.3898 33.5272
threshold=0.6482198905477049 0.57258395942938345 -0.3122065108738627 -0.22746541737434098 -0.29112976810678864 -0.34440913657606809 0.62852328279984715 -0.25708537122301961 -0.41110717618364662 4.6882623666994547 1.0188768382289117 -0.16003681319668797 0.024555633995604894 0.13352770159984378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 13 -6 -1 8 -2 -10 12 -12 -9 -3
right_child=7 4 3 -5 5 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.057714288493913773 -0.21256518150158912 -0.088721934391197105 0.030125720215125065 -0.011570730362098852 0.063447706284120706 0.002056546799035143 0.040929738692517849 0.099179942238491026 0.010800135027433043 -0.093010027866698319 0.081388365072324276 -0.0063657065383982058 0.033977395480093826 0.084282831214550491
leaf_weight=1280.1477649574226 16.286044097621925 11.775495695183052 1104.5872305844969 6303.3693219866545 294.86934853019193 4000.0913133280119 112.6521330405958 104.99742696713656 326.56115575094009 72.904946327209473 77.736759114079177 613.0928522843169 1337.786448775325 229.84871122753248
leaf_count=25483 91 277 18448 146863 927 15847 413 3355 1715 160 207 2297 6167 1571
internal_value=0 -0.00477362 -0.0123774 -0.00535345 0.00997727 0.00627134 -0.0497358 0.0202311 -0.0161535 -0.00814584 0.0273209 0.00350897 0.0387225 0.0758515
internal_weight=0 13337.3 8800.76 7407.96 4536.58 4294.96 1392.8 2549.37 415.752 399.466 2133.61 690.83 1442.78 241.624
internal_count=223821 209829 191207 165311 18622 16774 25896 13992 1966 1875 12026 2504 9522 1848
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=15
num_cat=0
split_feature=180 123 137 190 167 143 127 2 58 45 175 186 20 164
split_gain=79.9785 228.882 148.081 132.628 208.125 223.469 184.067 180.091 157.089 140.703 97.0145 84.1224 39.29 47.3002
threshold=35.447791164658646 465.50000000000006 -0.028541227310595593 0.025513894887370468 -0.14372811388546183 0.29557008105743277 -0.071659971875860914 0.046356459908304927 0.63077009646905802 -0.22886794891416287 0.18456991772859868 15.250000000000002 -0.32230344259004629 -0.14830766437948553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 6 -6 -2 9 -9 -5 -4 -3 13 -1
right_child=3 2 10 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.061773838625846803 0.072161567011547773 0.051669348498738013 -0.054925767843228571 0.089626227116283333 -0.027344316061974641 0.078219974264896033 0.017762977216956573 0.04798038504858522 -0.050676950528199052 -0.0081192921030554359 0.013304246093041122 -0.061201222732470112 -0.060814021662630703 -0.060713009160677102
leaf_weight=61.455812501488253 911.25021733960602 76.133876682491973 223.27410453185439 149.73898972128518 1277.7180810894351 237.86353544320446 1959.6937398602022 1097.3983839810826 189.22215030423831 8924.6861693970859 3126.9695361601189 497.61945913068485 860.13611496362137 64.737865499861073
leaf_count=411 4862 470 1628 585 46385 12046 17987 20644 3098 53279 18130 14118 27445 2733
internal_value=0 -0.0101063 0.000717977 0.00462838 0.019203 -0.0107765 0.0350293 -0.00154204 0.0334709 -0.00650637 0.00875712 -0.0462239 -0.0531692 -0.00106241
internal_weight=0 4910.33 3924 14747.6 4386.53 1515.58 2870.94 10361 1286.62 9074.43 3350.24 573.753 986.33 126.194
internal_count=223821 64935 34346 158886 81280 58431 22849 77606 23742 53864 19758 14588 30589 3144
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=14
num_cat=0
split_feature=157 77 77 94 71 56 10 152 9 1 10 69 183
split_gain=97.1996 84.9247 86.8784 171.889 118.649 52.1269 75.5798 30.3727 3.0663 53.5676 15.6712 2.09994 1.38164
threshold=-0.49176382482268366 -0.35914641964089722 -0.13874646965510432 0.0057159392707944144 -0.032113030435006747 0.75260940109073104 -0.022178473918712398 0.62779220666392233 -0.36863764539902194 -0.36272614918458396 -0.32516054189802568 0.007196614108461989 4.6157078181951876
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 9 10 -1 -10 -13
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 12 -14
leaf_value=-0.080553239512083194 -0.078729405618145828 0.058054536212422861 -0.012975273323173154 0.0017478836477411832 0.004281584006743974 0.72400286178537421 0.034417308673835821 0.20854156911940699 0.0087660222059391234 1.7968985916481768 0.47314128344610928 -0.081056695763895237 0.057138923842457279
leaf_weight=9.6218353987787832 209.49838148523122 783.4289261107333 5530.9742862612475 1760.4752050491516 14246.569786143722 1.7303917370736623 19.504640117287636 3.7462560161948195 2.6868199394084504 0.15930766658857365 0.53984436509199341 153.68995039258152 0.72686600673477997
leaf_count=1225 1227 6061 54363 14118 138606 28 475 45 26 5 38 7538 66
internal_value=0 0.00106413 0.00169302 0.0190883 -0.000544457 -0.0588039 0.09061 -0.0736827 -0.0754125 -0.0226129 -0.0511379 -0.0788811 -0.0804062
internal_weight=0 22555.9 22321.4 2543.9 19777.5 234.48 21.235 213.245 167.425 10.321 10.1617 157.104 154.417
internal_count=223821 214923 213148 20179 192969 1775 503 1272 8898 1268 1263 7630 7604
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=115 176 109 95 116 179 68 77 195 128 14 17 125 9
split_gain=143.124 187.234 113.014 110.447 106.847 155.176 102.354 96.7968 125.818 91.0295 44.8021 42.4399 20.6769 22.3182
threshold=0.015646319036788214 0.071820910860438777 -0.29148266857042726 -0.0048785063867427623 0.23217066483330737 0.21583518990345046 1.3698907778009406 -0.055799706592641822 0.37823362668271465 0.28278614876131275 0.34809922922480058 -0.35153436537808302 -0.23356320880315368 -0.046988243770443923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 7 5 -5 -6 8 -2 -9 -3 -4 13 -1
right_child=3 2 11 4 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10838272251409925 -0.010917794853290474 -0.045482695130286896 0.1112638540321278 -0.038397766102520756 0.0087580648123799683 0.0056600097192975709 -0.036792583679276479 0.035672981890889369 0.030150348715802435 -0.078489314320269704 0.077068165293051855 -0.041286375204625338 -0.079460819637535374 -0.0051675552997919524
leaf_weight=28.203431903530145 2181.7281357694883 34.825276706367731 19.462810420256574 1837.6029326404678 4623.3508212560555 1415.0143803060055 552.22753189876676 1845.0003708870499 1133.5884283694904 72.593358547776006 208.00401190586854 289.50382801378146 524.7508098660619 81.450865888735279
leaf_count=1150 14584 455 591 23175 33747 8269 4098 11255 8701 516 854 6350 109170 906
internal_value=0 -0.0341555 0.00844422 0.00205695 -0.00502802 -0.0192309 0.00389787 0.0134681 0.00312442 0.0313512 0.0594926 -0.0316767 -0.0712081 -0.0317148
internal_weight=0 1186.2 551.796 13661.1 8428.2 3252.62 5175.58 5232.91 3315.32 1917.59 242.829 308.967 634.405 109.654
internal_count=223821 119476 8250 104345 69289 31444 37845 35056 23285 11771 1309 6941 111226 2056
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=151 82 14 181 8 73 189 127 9 172 116 166 28 86
split_gain=118.195 119.051 120.295 113.623 151.622 137.465 144.646 118.66 98.8902 90.1507 51.8637 47.7623 61.6833 61.1758
threshold=-0.099613933672581242 -0.1338833389687358 -0.089829937577428062 -0.021373830030291151 -0.31113397418486816 0.081279569078626657 31.500000000000004 -0.089080739889273702 -0.32844551666625593 0.26117412271016899 -0.29430533343414256 -0.08409692369137052 -0.055698429938269504 0.17044740561960256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 8 4 -1 6 -5 -6 -3 -7 -4 12 -2 -13
right_child=1 2 10 5 7 9 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.060211176413100892 -0.002940243345830409 -0.053215164414323363 0.068913908834298668 -0.018978546104620343 -0.059407889127899176 0.072703093517678216 0.041753128649449606 -0.0036397123726911781 -0.002241032702604969 -0.0047904557843030443 -0.042123292145913316 -0.029639084724786588 0.07510213201742956 0.54738151846312
leaf_weight=249.26307050418109 152.1763208406046 412.98931557498872 43.365126634656917 472.7215462916065 591.0391418831714 159.48130509164184 2301.4780666113365 1076.3534099452081 4850.7930494220927 2557.414048022998 1403.6745619145804 122.32167362619657 302.78423190093599 1.8653926128754381
leaf_count=4112 1319 2676 939 4218 11235 808 24913 12987 40437 21158 86355 10559 2066 39
internal_value=0 -0.00950609 -0.0132602 0.0084296 -0.0125331 0.0157466 0.0314045 -0.0234078 -0.00624039 -0.000241597 -0.0387957 0.0339946 0.0489983 -0.0209718
internal_weight=0 7289.97 6710.82 7407.75 1916.66 5491.09 2774.2 1667.39 5263.78 2716.9 1447.04 579.148 454.961 124.187
internal_count=223821 144390 130407 79431 28334 51097 29131 24222 43113 21966 87294 13983 3385 10598
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=15
num_cat=0
split_feature=112 118 126 55 86 64 143 178 10 10 19 151 76 19
split_gain=126.127 134.818 130.112 128.559 121.512 209.297 139.388 124.945 151.338 119.246 106.706 82.8026 70.5341 65.765
threshold=0.14575613057343625 0.119897013592014 0.95591875113977043 0.57312186157225964 0.54499156669064763 0.6754959096098555 0.0047320458444345664 -0.13488256368557658 -0.4334444494508945 -0.23465191436413685 -0.38666783550499856 -0.2511508739095894 -0.01799178957522795 1.2099235594714501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 11 7 10 -7 13 -9 -3 -6 -1 -5 -2
right_child=4 2 -4 12 5 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0010083646788076933 -0.036531763483124528 -0.077051366522995379 -0.047679295992079755 -0.02249061335277373 0.089253125448864185 0.050114530133342633 -0.0029407780055489001 0.22318161059159852 0.018474241340313714 0.013562502843892744 -0.029928524630909083 -0.056940144399807602 0.05681029049727028 0.15650701469140851
leaf_weight=330.69285483754356 532.96756800127332 154.06269929374685 489.69344984513009 240.72056035354035 77.542059868574142 781.39116452913731 1351.9461711868644 36.362302512861788 5298.3627401915728 2533.0617826179368 2407.2138558123843 1326.007864072395 210.0159133199486 18.252841227629688
leaf_count=11150 13794 8091 3343 13020 249 3949 5785 347 33193 34266 8591 86429 1553 61
internal_value=0 -0.0132817 -0.000272072 -0.0328928 0.00565924 -0.00648324 0.0164921 0.0151862 0.0198696 0.00836728 -0.0262092 -0.0457756 0.0144588 -0.0301396
internal_weight=0 5284.26 3176.82 2107.44 10504 4618.09 2133.34 5885.95 5334.73 2687.12 2484.76 1656.7 450.736 551.22
internal_count=223821 157852 45700 112152 65969 18574 9734 47395 33540 42357 8840 97579 14573 13855
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=15
num_cat=0
split_feature=191 158 194 93 139 100 59 149 157 158 128 134 60 195
split_gain=81.6974 113.422 189.432 174.224 212.168 125.616 93.747 88.2283 77.4151 87.6238 113.631 73.0935 58.9697 64.5333
threshold=0.51323540861080141 -0.21112334930673091 0.043337705625759816 0.13125282714745429 0.37946291754650946 0.027079265968867575 0.078908036970891923 -0.24569969410282516 -0.47405312568697483 -0.45254500597657243 0.051802627063644247 -0.022512243481533332 0.25412267308779546 0.22162928980237653
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 12 10 -10 -11 -2 -14
right_child=8 3 7 6 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.057000566161283267 -0.039862972656745738 -0.0097716235902329893 0.019724130501780082 -0.061881675698246867 0.060091507485079812 0.011718078664570343 -0.014965672303807381 -0.019503449873986563 0.21132638258310665 0.061707881629220501 0.03473706840664658 0.010064475620935827 0.37133225330813324 0.014122896030119717
leaf_weight=750.92299712880049 466.59459986165166 4504.7655193776591 719.25106954027433 913.54596049652901 481.12090901401825 3326.0215486645466 797.89931368874386 2826.6108212831896 50.88386988081038 293.78573485789821 128.36245032120496 4082.2101613115519 5.1754112541675559 222.03727803379297
leaf_count=7647 1109 129772 4322 10277 2945 22972 7741 17756 102 1545 298 15911 6 1418
internal_value=0 -0.00298495 0.00535702 -0.0124797 -0.00303007 0.0200586 -0.0400088 -0.0115464 0.0115991 0.0163386 0.0848667 0.0135316 -0.0195187 0.0222593
internal_weight=0 14320.1 7622.81 6697.33 4985.89 4076.94 1711.45 3545.86 5249.05 4555.24 179.246 4376 693.807 227.213
internal_count=223821 203432 52697 150735 132717 30619 18018 22078 20389 17856 400 17456 2533 1424
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=15
num_cat=0
split_feature=157 92 28 0 154 128 16 42 157 65 61 1 13 8
split_gain=89.2467 83.1058 100.685 90.1979 104.998 89.2323 81.1376 67.0781 15.4868 15.1116 35.5109 10.4894 5.12413 0.770545
threshold=-0.44576641754345864 0.29732731230754439 0.39692993576905605 5.2864082501080691 0.25553861844558395 -0.28724136736481182 -0.086507192703445979 1.1864644383549747 -0.50187659968875031 -0.030797053717698111 0.069216015546283177 -0.25743985846901724 0.34434361597232738 -0.31113397418486816
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=-0.056189199821531581 -0.015084851326192212 0.029838163398247672 -0.020500710408843187 -0.013108716041187971 0.01251660881854102 0.0094504662142735965 0.020511285822759961 0.13681782483326071 0.0069226978708892524 -0.024804744802005257 0.73100823218729805 -0.087099107540809545 0.12991942852908353 -0.082412769598267488
leaf_weight=12.324375431751831 6539.5297445463948 1525.4678728333674 967.78968095849268 2223.2931717287283 1746.2456345520914 8295.6988362822449 961.79873978625983 60.952833368442953 3.3036793916253364 130.41046095598722 0.85196694033220399 34.098162359325215 1.1725263148546208 123.37614957313053
leaf_count=1920 67980 8792 9929 24870 16063 73036 8470 418 457 5055 24 722 5 6080
internal_value=0 0.0011741 0.0152855 -0.00146437 -0.00926778 0.00468236 -5.83788e-05 0.0339485 -0.0532406 -0.0329593 0.155371 -0.0377167 -0.0782326 -0.0800311
internal_weight=0 22320.8 3516.01 18804.8 8285.78 10519 1929.59 1586.42 305.537 168.664 4.15565 164.509 136.873 135.701
internal_count=223821 209558 27609 181949 84043 97906 18399 9210 14263 6258 481 5777 8005 8000
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=15
num_cat=0
split_feature=115 23 132 168 152 45 157 196 22 77 113 190 176 13
split_gain=132.373 113.818 159.636 157.287 114.73 76.9502 73.0159 71.4191 68.6575 53.7504 42.1217 36.9321 26.2685 20.7318
threshold=-0.013182394639776954 -0.040721133222626479 0.21040870529233205 11.556829022741946 -0.10351935301681786 0.014698521939627724 0.55547496971763566 -0.012926332670287118 0.035376280491570454 -0.023946222636453737 -0.32658494220626172 -0.082845465591516856 0.074904387467278524 0.2232655781574939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 -4 8 -6 10 -2 -3 11 13 -8 -11 -1
right_child=1 4 3 -5 5 -7 9 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.10478140168894852 0.029979685763639564 -0.074306934006651421 -0.16906094210603426 0.0021913478067850148 -0.027851527325996352 0.0064887403851003308 0.010531893210823443 0.0014496170659915235 -0.016196101546752845 -0.086625682115980401 -0.077222092164591943 -0.091737587876627724 0.1096875481718918 0.091648936108726875
leaf_weight=7.015316195786002 2504.1074130430352 218.07240113825537 90.086562328157015 132.53324451448862 731.37834629256395 6052.9722255113302 91.990736015315633 1350.6986679195252 3004.8847831148305 7.8544692281284361 403.01436492374341 57.309788198792376 51.558250866422895 22.951830598292872
leaf_count=348 17881 1398 576 1041 15456 45906 1759 9065 27154 2856 98120 1820 314 127
internal_value=0 0.00114486 0.0152279 -0.0671086 -0.0045932 0.00278673 -0.0452971 0.0199829 -0.020128 0.00328812 -0.068717 -0.0287248 0.0837346 0.0456645
internal_weight=0 14084.7 4077.43 222.62 10007.3 6784.35 641.695 3854.81 3222.96 208.713 432.982 149.301 59.4127 29.9671
internal_count=223821 118477 28563 1617 89914 61362 105344 26946 28552 6749 98595 3579 3170 475
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=157 179 173 38 14 144 168 177 58 142 10 74 128 53
split_gain=117.634 113.229 124.701 150.044 119.445 65.4568 62.8506 36.9456 31.5596 18.7797 22.1571 18.5212 31.7834 8.40435
threshold=0.14479533445311571 1.0330000219006237 -0.061823633560694549 -0.014411965609307052 -0.17945733722480209 0.14700679205513414 92.462919182425267 1.1833122384992092 -0.2254489775128071 -0.045468790544661672 -0.13344776773935776 -0.36742723736669108 0.39519574702165466 -0.048501365412495508
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 13 -11 12 -10 -2
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.020275948250620419 -0.074198452691199679 0.25055476902911228 -0.033233714227518522 -0.0005539377633809599 -0.0075058518112657542 -0.019089310257250393 0.11922262591284211 0.085735685484838176 0.0064850007520109547 0.23036139093042768 -0.055970541683171948 -0.062221003516136346 0.7922735939718013 0.12647956698714152
leaf_weight=4100.12481391849 9.476490897999609 14.821086761425248 1914.8672406055848 5275.9624295491376 2485.8083891427959 137.09024017426418 43.209415892371908 165.11242112272885 28.283812399778984 8.9166801169048977 3.8778998471680088 401.79321089020232 0.52428309246897598 2.6762846307246972
leaf_count=34051 777 119 15712 67634 20044 3193 712 974 1222 110 557 78438 5 273
internal_value=0 0.00129583 -0.000151334 -0.00925633 0.00978993 0.0566414 0.0140576 0.0993118 -0.0503323 0.0590189 0.143577 -0.0566677 0.0207857 -0.0300051
internal_weight=0 14137 13776.8 7190.83 6585.93 360.233 180.3 179.934 455.549 24.9474 12.7946 430.601 28.8081 12.1528
internal_count=223821 142439 137441 83346 54095 4998 3905 1093 81382 1717 667 79665 1227 1050
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=15
num_cat=0
split_feature=26 186 191 12 29 162 14 80 83 150 62 95 22 20
split_gain=107.846 112.549 124.279 118.532 147.651 107.379 41.5245 41.0527 17.3634 53.7803 125.305 28.4776 17.7665 23.0534
threshold=-0.040992962194058569 64.250000000000014 1.2075471698113209 1.7285704009875185 0.013072052714233324 0.16268224035277676 0.068780631701137782 1.8551123624657631 -0.19982674946022783 3.1661265586340654 -0.15893531808393105 -0.035144645214335128 0.20647244601197109 -0.016978635186991036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 9 11 -11 -1 -10 -14
right_child=1 2 7 4 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.080886520001883774 -0.0022570070820295308 -0.072747042531695671 0.031557255951918287 0.023624169432584777 -0.010873805829772279 0.025269001685384207 -0.022209587365166934 -0.058822028999663351 -0.077059692662995449 6.0850272536278451 -0.080375493837402348 0.15310083836253574 0.050838321360238019 -0.092772234092738992
leaf_weight=12.898262782371607 2427.047784597351 462.06005067937076 305.99354203045368 1510.3555238544359 6947.6220573674655 3406.1398962942185 250.85029049497098 60.134594611823559 238.07883645861875 0.048657700361218303 0.10220779303926875 8.7163813196239062 26.761109325219877 19.196056159795262
leaf_count=3212 18119 1800 1282 55870 62674 20549 631 262 57001 11 41 238 822 1309
internal_value=0 0.000498366 -0.0306437 0.00284971 -0.00471344 0.0138161 -0.0549645 0.0167129 -0.0594752 0.0266044 1.90811 0.0134719 -0.0660714 -0.00914702
internal_weight=0 15370.2 1079.04 14291.2 8457.98 5833.19 712.91 366.128 305.802 21.7655 0.150865 21.6146 284.036 45.9572
internal_count=223821 161187 3975 157212 118544 38668 2431 1544 62634 3502 52 3450 59132 2131
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=15
num_cat=0
split_feature=28 134 10 89 61 180 136 170 149 53 138 50 156 108
split_gain=76.6861 110.281 183.374 169.695 151.65 143.008 123.118 40.5997 39.1992 53.2409 16.3364 25.9063 5.14411 4.59582
threshold=-0.13850173592763976 -0.076635326676512364 -0.26877031244770405 -0.065480568058872632 -0.2979729731876341 34.767737617135218 -0.065929970318804251 0.9123562466588675 -0.50176382306684097 -0.055624410142459557 0.58026106186415916 0.27792396271546965 0.94939061062798114 1.4839869954753071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 -2 -4 -5 -3 9 13 12 -12 -10 -1
right_child=1 3 5 6 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.41777803204667957 0.096487741982408906 -0.086849027824024413 -0.050285886679317465 -0.031533837189439438 -0.075020721971687646 0.092652852313408529 0.0031259026944954679 0.095745559127279681 0.032694523072208964 -0.083902324235396342 -0.103734486455285 0.23171597397730107 -0.085174892655098269 0.24025441879971871
leaf_weight=2.9094519489444792 69.770231362897903 260.60807536734501 82.534032270079479 1089.9489993806928 197.47461196850054 460.67875768471276 17166.467590873595 12.774061459640505 3.7896556223276994 6.7350707408040744 4.8909107160288823 4.3497103340923786 161.19656055461382 2.9238372130785137
leaf_count=12 266 7366 4189 19979 4489 12389 160051 130 63 391 77 7 14384 28
internal_value=0 0.00146483 0.0375716 -0.000114414 -0.0302446 0.0709352 0.00105664 -0.0783171 -0.0629169 0.107642 -0.0752207 0.0541675 -0.0824675 0.328797
internal_weight=0 19340.3 810.458 18529.8 267.245 543.213 18256.4 273.382 186.795 12.5684 174.227 9.24062 164.986 5.83329
internal_count=223821 208859 21333 187526 4755 16578 180030 7496 14962 431 14531 84 14447 40
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=15
num_cat=0
split_feature=157 20 19 73 41 26 8 89 118 4 9 45 0 190
split_gain=80.9238 75.7618 106.662 85.2576 55.6171 29.1209 33.6052 31.1924 3.24075 10.2561 3.28438 16.2883 2.53403 2.95243e-05
threshold=-0.49176382482268366 0.97135989787038857 0.35821493903428719 -0.065989777596856591 0.36818612344031093 -0.012742160838384876 0.5590024985355575 0.3098354984533524 -0.37131640202598165 -0.065901808439787088 -0.36863764539902194 -0.099023368376188317 21.049783571954187 -0.15724402832793291
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 11 -10 -12 -11
right_child=1 5 4 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.40186930475868965 -0.012260236319607373 0.075696351704046677 0.016301035944014768 0.002745361997973172 0.070457444827901172 -0.12330894315998056 -0.18175458180644993 -0.0092044466371455549 -0.080534026168414027 -0.081441506015161258 -0.081691474583257873 0.26148567497123759 0.027044343557101946 -0.080432166538576877
leaf_weight=0.59340476989746127 5110.1639281194657 23.002529477467764 2295.5205140034668 14616.773149467423 206.70634812675416 87.102448862046003 6.5036155022680751 33.047228836454451 7.7155858352198265 0.3697896180674437 131.47838025493547 1.6990561018465067 2.1787363989278665 1.3398225401760995
leaf_count=3 60397 1498 32211 118401 1419 654 13 330 1083 22 7516 183 16 75
internal_value=0 0.00084787 0.00132528 -0.00114176 0.0207748 -0.0700644 0.0189501 -0.0919244 -0.0740035 0.0436775 -0.0758978 -0.0188099 -0.079919 -0.0806505
internal_weight=0 22378.8 22229.2 19726.9 2502.23 149.656 29.5061 120.15 145.375 2.30302 143.072 9.41464 133.657 1.70961
internal_count=223821 214923 212428 178798 33630 2495 1511 984 8898 100 8798 1266 7532 97
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=13
num_cat=0
split_feature=166 118 116 189 196 43 64 161 76 178 151 1
split_gain=127.461 101.208 98.2068 96.2378 79.2563 75.0202 63.6121 34.1194 33.7548 19.5242 27.1187 4.64071
threshold=-0.17826924548430936 -0.15083934627628734 0.018846947440231972 33.500000000000007 0.95117711803148242 11.442663771130791 -0.020160787889864185 -0.078348003957876736 -0.36558658846574016 -0.082244753682806093 -0.06788725351995685 0.096201627526712671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -4 -5 -3 -2 -1 11 -11 -10
right_child=1 2 4 5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.12489528514001125 -0.030183745421808489 -0.0099753114634367774 0.0019042755853918552 -0.0084917430957534758 -0.034121171401570519 0.041346756291267307 -0.060213334722079265 0.051355076225148781 -0.081842360944019213 -0.066314790361571924 0.0041254788776253562 -0.12760059872938476
leaf_weight=10.036474313586949 54.799337990989443 555.47457872660016 10149.27715886099 1153.0186221991607 649.77867772523314 409.22338931716513 461.40000586918904 807.88587593863485 111.51596392771171 175.37643681740155 79.398381813050946 27.661679964367067
leaf_count=24 838 21941 68450 14736 6401 5519 34918 7973 42082 13778 6293 868
internal_value=0 0.000758119 -0.00306092 0.0193671 -0.000263374 0.00456326 -0.0327705 0.0461756 -0.0562029 -0.0608167 -0.0443627 -0.0909369
internal_weight=0 14240.9 11815.9 2424.93 10799.1 1562.24 1016.87 862.685 403.989 393.952 254.775 139.178
internal_count=223821 160776 131710 29066 74851 20255 56859 8811 63045 63021 20071 42950
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=15
num_cat=0
split_feature=115 142 38 13 173 125 145 19 142 161 114 191 157 59
split_gain=110.716 175.735 119.363 105.72 151.764 130.368 101.765 105.084 85.1521 74.7077 59.846 48.2506 46.2368 8.21086
threshold=0.074945393683862008 0.063596921581364443 1.0310981532825949 -0.21675303778596389 -0.094329413471621229 0.085398270528832032 -0.21812282324964566 -0.1849166379920211 18.739160603096369 -0.47756321454471845 5.7690954052125898 2.3802373788030766 -0.0033356383657975578 3.328334743828893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 7 -2 9 -3 -8 12 -4 -13
right_child=2 8 11 5 -6 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=0.02793956180969015 -0.04224842466821075 -0.082598611245343956 0.059467155683026129 0.0050820515091049446 -0.0052320646505648561 -0.026521708095772884 0.0055194528753724484 0.046358099396753449 -0.168959489064649 0.047896243215492296 -0.049710972510693945 -0.077901839154877528 -0.046932307990358503 0.088277793957610054
leaf_weight=2450.1043745806674 233.75987974298187 45.590955480933189 293.3574722885387 2645.8581439087866 3155.5965485342313 2576.0532574170502 229.90299339179182 313.15036211127881 19.260369095951319 1162.9709272354376 1337.9250635507051 41.388469039928168 47.44799372041598 3.2033844208344808
leaf_count=22392 1075 214 3196 60814 19346 25903 2906 1762 32 9256 72244 1068 3523 90
internal_value=0 0.0037951 -0.019328 -0.00027064 0.00926638 -0.0105086 -0.0286558 0.00848598 0.039649 0.0429735 -0.0416121 0.031855 0.0446539 -0.0659638
internal_weight=0 12055.4 2500.14 10827.6 5605.7 5221.91 2114.74 546.91 1227.82 1208.56 1567.83 385.397 340.805 44.5919
internal_count=223821 137957 85864 128455 41738 86717 77987 2837 9502 9470 75150 7877 6719 1158
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=15
num_cat=0
split_feature=97 96 106 157 169 168 158 164 87 106 169 25 126 120
split_gain=115.035 128.807 118.041 153.468 126.351 94.5679 66.68 50.1426 17.3737 8.27986 7.67036 11.4423 1.43458 0.981961
threshold=-0.020668855065295179 -0.0021003085997188353 -0.060803580625354139 -0.071748039824284765 0.68428327545820145 21.842923027773125 0.67740944521370283 0.61233239077022195 0.14916679351986364 0.037672227406865558 1.007461361909147 0.025137172978367466 0.9841133840351094 0.5479290110150753
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 10 12 -1 -12 -10 -11
right_child=1 2 4 -5 -6 7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.080034000731086907 0.016741840959976936 -0.00087913467054163248 -0.024324812595290769 0.034457887054548879 0.0088095705839680988 0.098216364968158956 0.15317530288197245 0.40898729062288786 0.067665144062119306 -0.013423985058319357 0.49598019712871055 -0.0054610474255343232 0.15423185684060692 -0.11208367806306258
leaf_weight=213.583970488864 880.48547995314584 7529.1815553265915 3653.1204070707026 1468.767405411927 1680.1648995302385 136.36874834122136 37.341573518409859 5.3973922905279315 4.0301857860758883 1.837563272565603 0.50730043649673362 4.4195805874187499 3.6464241147041321 2.2368579069152474
leaf_count=62578 40917 40407 50882 12698 9640 3668 2585 131 39 11 1 231 4 29
internal_value=0 0.000389413 -0.00209811 0.00488905 -0.0138864 0.0340337 0.0222926 0.110048 -0.0708184 0.0476312 -0.0771884 0.0461703 0.108785 -0.0675882
internal_weight=0 15390.8 14331.2 8997.95 5333.29 1059.59 917.827 141.766 230.262 11.751 218.511 4.92688 7.67661 4.07442
internal_count=223821 160928 113627 53105 60522 47301 43502 3799 62893 83 62810 232 43 40
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=15
num_cat=0
split_feature=79 2 196 139 58 103 167 53 75 32 79 197 180 154
split_gain=76.3247 126.831 154.76 174.857 115.471 106.07 156.019 139.132 88.8193 46.0605 72.8831 45.6562 42.5815 30.098
threshold=-0.053938626639500518 0.18977401632770305 0.0042650766789822346 -0.47206273525401177 0.7117675457891196 -0.046802298715017329 -0.4205326089862011 -0.011064291186221506 0.0064451661544062218 0.40743318475712159 -0.2701622812708051 -0.13037021095054047 42.090361445783138 0.19861764032049725
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 -10 -14
right_child=1 2 4 -5 -6 7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.14539391403118387 0.10517539851002145 0.85226634226582976 0.069426868943278139 -0.056295846093298296 -0.060845650363319972 0.0053040898944779645 0.012358153264005039 -0.013733930872597198 -0.029633806298077534 0.35774343168611306 -0.011900845570803058 -0.06602410143898356 0.15052749796975717 -0.08610790350451128
leaf_weight=10.456796816550193 200.52253724331968 2.1434676351491353 702.55946726346156 179.95516432897421 75.336395583930425 9096.8570916652679 1869.8020392216276 6641.0974462301238 28.863772169162985 5.515510724275372 162.15003697271459 440.771107548906 45.035121657187119 6.1034556031227103
leaf_count=647 1948 439 12339 21961 1227 60543 22116 51194 1112 273 10912 38764 148 198
internal_value=0 0.00197824 0.0373843 -0.0456012 0.0568104 6.96032e-05 0.021348 -0.00272957 -0.031678 -0.0444951 0.000258939 -0.0611247 0.0674746 0.122285
internal_weight=0 18768.3 959.994 182.099 777.896 17808.3 2070.32 15738 698.896 618.893 167.666 451.228 80.0023 51.1386
internal_count=223821 171767 35966 22400 13566 135801 24064 111737 52054 50596 11185 39411 1458 346
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=13
num_cat=0
split_feature=157 48 76 100 124 189 121 189 13 9 146 75
split_gain=73.897 75.8518 79.9916 112.28 99.3511 76.0878 73.7189 71.1772 4.90247 3.31381 11.1367 2.24817
threshold=-0.49176382482268366 6.6028591432775139 -0.057536988868128712 -0.078430069579014272 -0.18599301744146088 28.500000000000004 -0.014257847233161446 14.500000000000002 0.21406122066504865 -0.36863764539902194 -0.4150410837664576 0.24560710995804214
decision_type=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
right_child=1 2 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.069681676814185398 -0.090444344467372678 -0.00306528422405377 -0.033815993450303589 0.026264464632117276 -0.0038343087491935091 -0.0049766805218895071 0.019829765549399705 0.073749851793455543 0.081849292763423231 -0.081369581867198254 0.2169217743334183 0.040075272300767316
leaf_weight=7.409646067826543 29.040398602839559 3642.2648419004399 1238.5308756898157 2034.1838693323079 10270.666297418997 2214.5933671044186 2609.682930388255 290.51698615739588 2.0075880903750649 122.51150285871699 1.6594299968564863 1.543505381559952
leaf_count=1049 286 31683 10758 16885 94496 34468 23096 3251 12 7534 219 84
internal_value=0 0.000919244 -0.00226939 0.00744518 -0.00706071 0.0115725 0.00844232 0.0588284 -0.0732536 -0.0755927 -0.0172399 -0.0798586
internal_weight=0 22329.5 17185.6 5676.45 11509.2 5143.83 4824.28 319.557 135.132 133.124 9.06908 124.055
internal_count=223821 214923 153822 48568 105254 61101 57564 3537 8898 8886 1268 7618
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=13
num_cat=0
split_feature=166 150 129 67 154 125 191 76 23 162 164 82
split_gain=113.176 81.5212 79.3059 79.3761 64.5244 53.8797 35.1466 28.0692 24.5868 18.016 27.1632 7.56099
threshold=-0.17826924548430936 0.36844579582578163 1.0105888055724039 0.0027328094278361004 -0.33536644615175065 -0.37867704316497658 0.53078595001904583 -0.36558658846574016 -0.14469908219384894 0.22909499574383943 0.29019599341572416 1.1035389313799928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 8 -4 6 -6 -2 -1 -3 11 -11 -9
right_child=1 2 3 -5 5 -7 -8 9 -10 10 -12 -13
leaf_value=0.10526765957078946 0.032562483289518912 -0.2732328135128303 -0.033061257059855256 0.0058450737792419558 -0.094097545855516718 -0.022935219187285215 -0.059861778203336616 -0.076830615956902257 -0.083345486122997081 -0.03033508484083099 0.69956687567244358 0.026543482712785428
leaf_weight=10.749070852994917 294.43495401996188 7.7129893631790756 548.80158379094792 11785.617296343087 115.723868946312 1319.9696158041188 47.828021581284702 246.49245524825528 58.818400440446567 123.13667321176035 0.51198087958618899 7.2845695473370133
leaf_count=24 2737 51 54661 88033 911 13287 308 52217 788 9908 21 875
internal_value=0 0.000655578 0.00352667 0.00411399 -0.0193698 -0.0286712 0.0196471 -0.0540748 -0.105359 -0.0586129 -0.0273128 -0.0738633
internal_weight=0 14178.9 12401 12334.4 1777.96 1435.69 342.263 388.175 66.5314 377.426 123.649 253.777
internal_count=223821 160776 143533 142694 17243 14198 3045 63045 839 63021 9929 53092
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=15
num_cat=0
split_feature=151 146 160 90 74 96 29 64 14 144 155 179 187 197
split_gain=104.301 129.916 119.054 109.33 132.601 140.473 85.869 151.381 66.1946 53.6393 119.312 48.0754 40.52 36.2179
threshold=0.046894433327202036 -0.32390111915691416 -0.012369295195137171 1.9988401295675755 0.62414035224573994 0.47837436289914553 0.117212335666725 -0.0041492192082626667 -0.34582746507599221 0.09992033642653593 -0.26108574935081769 0.10685166690483308 0.35524794495028528 0.84768013100501804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 4 5 -1 -2 -8 -3 10 -5 -11 -4 -6
right_child=1 2 12 9 13 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0038751730643317925 -0.044133529490637299 0.032822377523768723 -0.060236994442435625 0.7180779939213835 -0.047376098756113628 0.056325974778598666 -0.34387009309830824 -0.064213767905680438 -0.0069561473920546069 0.16302672482784764 0.13032952829408137 -0.001958049756288294 -0.010086889825305208 0.0015306802280761346
leaf_weight=9101.2930483436503 215.5132779229898 512.72161319898441 514.69499922581599 3.7120102210901669 610.91897072602296 540.9604490979109 29.919752970337868 54.824590679258108 2272.4901739017223 24.4986511929892 49.657272175885737 63.288012483390048 234.52218015620019 201.31930801679846
leaf_count=108915 1346 3064 61410 59 7956 4665 44 235 23313 195 254 1548 8318 2499
internal_value=0 -0.0145171 -0.00915235 0.00472946 0.00354914 0.00681783 -0.0776678 -0.162949 0.000366567 0.0921487 0.171209 0.0440843 -0.0445389 -0.0352542
internal_weight=0 3834.69 3534.43 10595.6 10454.5 9642.25 300.258 84.7443 2785.21 141.156 53.3693 87.7867 749.217 812.238
internal_count=223821 97730 96105 126091 124035 113580 1625 279 26377 2056 313 1743 69728 10455
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=148 103 157 163 127 189 35 61 169 8 26 124 187 126
split_gain=109.905 104.679 225.328 185.471 143.516 119.048 103.603 48.1704 38.8868 84.0851 49.0567 27.1963 18.197 2.84976
threshold=0.79543638230996117 0.40079234425398191 -0.14117334030865372 -0.042227084421161888 -0.36976407311876108 51.500000000000007 0.12377426757221026 0.11556126075876659 -0.12348910147951897 -0.038095501351943221 0.22765793071415999 0.56892151881208874 -0.044659300184161962 0.97612562070594333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 -3 12 11 -11 -10 -2 -14
right_child=8 4 3 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.025509010284341521 0.38442163887264491 -0.06327361949658375 0.036955677401126062 -0.0086969303683291643 0.0092857416736226075 -0.093351463076450467 -0.021318904231595284 0.088930358000655241 -0.10215276264802015 0.097271602346121949 0.029851817255226867 0.038474927182013383 0.10974942770354178 0.19616914956192483
leaf_weight=2661.159967589163 3.3270718680287272 22.630346555495635 1208.4014064073272 3376.3893523649313 5800.0220220953925 286.50020732951816 1366.7551589106442 256.18417993607 52.686749563494232 155.66807823220734 351.89663430629298 18.609401884954423 14.901635126909243 5.129172194749116
leaf_count=54432 18 585 30739 103457 24253 1194 3988 1656 721 1128 1490 66 86 8
internal_value=0 -0.00222094 -0.0105325 0.00333561 0.00618761 -0.032103 0.00344922 0.0765765 0.0413494 0.0362449 0.0505292 -0.0654468 0.16785 0.131878
internal_weight=0 14978 7532.45 4584.79 7445.59 2947.66 7166.78 278.815 602.219 578.861 507.565 71.2962 23.3579 20.0308
internal_count=223821 220304 189822 134196 30482 55626 28241 2241 3517 3405 2618 787 112 94
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=13
num_cat=0
split_feature=129 129 167 56 143 109 31 71 131 191 131 105
split_gain=75.2107 79.4243 155.796 111.589 108.068 94.8356 92.9037 72.0068 36.7375 4.36296 9.3649 0.331602
threshold=1.0245748931830738 1.0155316109626573 -0.37950754411803506 -0.20057176653838657 -0.043535612733876967 -0.10347243781350741 -0.086887683215315106 -0.050658227110407038 -0.0041003936452013818 0.89834943639291487 0.17205399881777578 1.8189621591682872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -5 -4 -3 -2 11 -11 -10
right_child=8 3 6 5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.06636175367069741 0.082201105381479636 0.20328220887240575 0.012473002667292602 -0.026500896027004586 0.05718766467480018 0.0047383208392498856 -0.039405079445274015 0.048755153510632178 -0.098647288617694021 0.089354168038569146 -0.092560536644212682 -0.088010936288104413
leaf_weight=86.017137223854661 14.277766458690165 35.443526817951351 444.44694535247982 1036.6439268689137 400.12446575891227 15532.689299014688 1545.7809019856504 202.11282553011551 49.74806293065194 4.2938697412610045 8.2999774273484928 71.349419130478054
leaf_count=1004 36 595 10384 44325 1787 115601 45956 1448 550 7 66 2062
internal_value=0 0.00129604 -0.0154234 0.00375953 0.035327 0.00278387 -0.0278199 0.0718107 -0.0702712 -0.0865547 -0.0305368 -0.0923805
internal_weight=0 19283.3 2476.37 16806.9 486.142 16569.3 1990.23 237.556 147.969 133.691 12.5938 121.097
internal_count=223821 221100 59131 161969 2791 159926 56340 2043 2721 2685 73 2612
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=13
num_cat=0
split_feature=77 77 94 25 125 142 152 151 118 56 190 110
split_gain=71.9247 72.5329 158.453 152.791 107.632 91.9374 91.3794 51.8442 51.2806 48.278 67.1595 24.9146
threshold=-0.35914641964089722 -0.14298478071964868 0.0059414401491409965 0.090340190803401249 -0.32854549159155017 0.16718526073967641 -0.058352947107604948 0.79814701069797256 0.76053982825910793 0.75260940109073104 0.27542384373736545 -0.60880729337176442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 -4 -6 9 -3 11 -11 -1
right_child=1 4 5 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=0.097785928541463715 0.042827469040406768 -0.05378097077311661 -0.017167020401114601 0.22655773062107354 -0.0094190115843631947 0.033425810660292904 0.0051068033853944109 0.39839836163237696 0.16896889003689675 -0.01617298878278503 0.39186213812759624 -0.083580620528840632
leaf_weight=7.8841888285242012 746.17628790484741 451.32300479291007 1091.2460718888324 48.185120618902147 6562.8774903182639 535.41155093838461 12733.588066585653 2.4868059270083895 10.577396020293234 17.731297915801409 5.2216858323663464 192.66670578112826
leaf_count=101 5868 6410 5828 272 81948 7482 114086 33 143 427 80 1143
internal_value=0 0.00102633 0.0173632 0.0539724 -0.000975446 -0.000514477 0.000166461 -0.0556752 -0.0486801 -0.0607275 0.0766529 -0.0764506
internal_weight=0 22179.4 2421.02 794.361 19758.4 1626.66 19296.5 225.991 461.9 223.504 22.953 200.551
internal_count=223821 222037 19450 6140 202587 13310 196034 1784 6553 1751 507 1244
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=15
num_cat=0
split_feature=158 159 46 196 173 24 154 90 57 157 112 194 180 161
split_gain=106.685 83.4554 100.627 86.3466 117.813 74.4143 73.9609 73.7119 59.1029 67.0182 64.4609 57.9075 48.2191 42.9941
threshold=-0.2038896667174788 0.19775149391357363 0.050464828055155939 0.15624108450173732 0.39464376614474239 -0.33597811563773833 -0.38894543272654697 0.12500466490021181 18.488214111843117 -0.51216294949709973 -0.19635088020587074 -0.011366507860426613 35.485274431057569 -0.010965282749384081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -4 -2 -5 12 10 -10 -11 13 -1
right_child=1 3 5 7 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.068292118413461916 -0.19195698921567911 0.0050061287703962601 -0.22961663537377466 -0.026979266829724225 0.03606440200892732 0.00013659363464296899 -0.035527752202238888 0.0089077725080353217 0.14376260367927707 0.060261088781176544 -0.047765458211758455 -0.042708416228132796 -0.071001810077684788 0.036094583184909663
leaf_weight=67.024776524442132 31.315320130437613 6562.3237194014073 14.187795131932942 1293.9054987590062 1500.6352579826489 2208.0032006460242 868.09709821113211 1026.3513389547879 52.268745830282569 67.747745582833886 26.47219631675398 281.75949350403971 416.5859078438807 95.927561320015229
leaf_count=13891 266 73188 59 10264 18842 12937 33912 9112 123 1015 831 5118 42354 1909
internal_value=0 0.00158435 -0.0127527 0.00589463 0.0107865 -0.00133029 -0.0409742 -0.0111049 -0.032144 -0.00397226 0.0793721 -0.022749 -0.0529614 -0.00684126
internal_weight=0 13504.8 3121.6 10383.2 8062.96 2222.19 899.412 2320.26 1007.79 428.248 78.7409 349.507 579.538 162.952
internal_count=223821 158580 47174 111406 92030 12996 34178 19376 65241 7087 954 6133 58154 15800
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=134 106 68 42 129 11 181 157 95 58 111 118 28 83
split_gain=99.9091 112.345 134.689 125.547 105.425 121.242 99.8426 77.0088 59.203 60.8736 53.5951 43.9067 41.0007 39.8804
threshold=-0.080238127718701938 -0.29001278655669088 -0.095844830017199914 -0.025753828154992244 1.017056571519799 -0.14360486613416554 -0.030563379451795224 -0.32651682767593393 0.003137187386352846 -0.21750709311700575 0.94761017685389271 0.22752648048573784 -0.059238704387930559 -0.16324069775587527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 10 11 -4 -7 12 -10 13 -6 -2 -1
right_child=1 2 6 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.020262722874164953 -0.21097128456622546 0.038818234245548408 -0.018017955599411412 -0.049384434032511929 0.049869488271620854 -0.34411317815525633 0.0054398150320488546 -0.064165146271058668 -0.082125871762368602 -0.022572538523434514 0.12228117761159313 -0.0281911760494814 0.074281964600280664 -0.070884152456749366
leaf_weight=52.78924599144375 5.4248496368527404 1606.6197217224399 2328.1501939158479 179.39769172732485 284.88578272541054 11.255817962810395 8223.0797957534669 77.364228382473812 230.52807874308201 671.90658754849574 16.109771861927584 96.450151496450417 70.812414035783149 529.54773868079064
leaf_count=2095 62 16947 56164 988 4856 37 104442 5932 1211 8745 173 1334 875 19960
internal_value=0 0.00197559 0.00456262 0.0299587 -0.0298074 0.00564032 0.000263811 -0.0997219 -0.0306368 -0.0377855 -0.0576442 0.0301258 0.0539841 -0.0626216
internal_weight=0 13315.9 12337.2 1786.02 1068.4 469.956 10551.2 88.62 978.672 902.435 598.447 381.336 76.2373 582.337
internal_count=223821 189434 178541 17935 34387 12159 160606 5969 10893 9956 22228 6190 937 22055
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=181 81 0 67 136 126 109 195 12 49 155 109 180 33
split_gain=122.996 99.0108 178.659 137.378 100.197 84.1039 80.2821 73.2512 49.2636 51.6495 38.4431 37.3954 25.1815 18.9404
threshold=-0.079827562824848486 1.1711062031919022 0.7094098396241354 -0.083585046328679677 0.28249343026691709 0.96602056049412355 0.8450284997853742 0.34548147826304126 0.88628908075910229 -0.14809818083681578 -0.39176267135985254 0.35705785851067151 31.550870147255694 16.12692492188113
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 12 11 -11 -10 -1 -14
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.14288391200608375 0.073200209504756128 -0.051375553373514363 -0.035178138713953776 0.0036154757597963438 0.022042763772075168 -0.059538088469382966 0.10136098711822848 0.020540121520426478 -0.085454374999611296 0.052702707716505343 -0.082769994217100837 0.10397930063073191 0.075010270396651244 -0.086046890115109895
leaf_weight=7.4833736683940506 458.74106324347667 842.27761713042855 993.00436376381549 11307.754910166434 591.08535428717732 160.73182991892099 35.879796206951141 622.72705756558571 16.02805600312422 22.264950609765947 353.77948902882054 29.787974990205839 50.67466295446502 8.5310323374578712
leaf_count=95 2477 3015 23550 142319 3865 418 80 3875 3902 2026 37288 245 566 100
internal_value=0 0.00107549 0.00390979 0.000483781 -0.0221943 0.0046015 -0.045135 0.0428777 -0.0499099 -0.0625355 -0.0747489 0.0377088 0.0299569 0.0518033
internal_weight=0 15012.2 13382.2 12300.8 1629.97 751.817 878.157 1081.47 488.55 421.86 376.044 45.816 66.6891 59.2057
internal_count=223821 179599 172221 165869 7378 4283 3095 6352 44222 43461 39314 4147 761 666
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=15
num_cat=0
split_feature=151 151 129 167 193 181 117 1 46 124 110 97 146 74
split_gain=71.1948 115.024 133.199 140.136 133.075 135.758 106.907 104.674 58.2678 52.4322 64.0439 15.1834 11.8269 2.69739
threshold=-0.41813991884225654 -0.19691279647706394 1.0173915863276688 -0.15667827187550712 -0.05320581758527259 -0.11423214388951745 1.5400049179951727 -0.44382533227762461 -0.095501260490595666 -0.1937315990515131 0.58583386665053827 -0.1906316293758871 0.19235663335230854 0.2847631424621726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -4 -6 12 11 -11 -10 13 -1
right_child=1 2 6 -5 7 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.089294870195741574 -0.0364404919634089 0.0077758152336212432 0.022995717096078047 -0.020164219589185618 0.027036645718803931 0.11576904157408147 -0.0025074213417178356 -0.025352362146473684 0.061424936161353111 0.051870993237456114 -0.01040116824976875 -0.10523215712936658 0.16793328984537256 -0.14742304472012702
leaf_weight=18.790165452170186 96.365743545757141 3637.908297505579 4357.3857460459694 3543.8513839425286 427.49851398542523 149.51525637792656 2639.2520373387961 3535.1247817596304 6.4944725101813665 679.36660745274276 218.19861573446542 34.542473121313378 1.559013009071349 13.880111414939163
leaf_count=687 2167 24404 33303 98469 2370 1409 20894 34616 50 3620 564 1209 1 58
internal_value=0 -0.00075357 0.00355556 -0.00601124 -0.015271 0.056115 0.0133755 -0.0197005 0.0270052 0.0316789 0.0367326 -0.0788571 -0.10115 -0.113991
internal_weight=0 18386.9 14178.4 7181.76 4208.5 245.881 6996.64 3962.62 972.831 938.602 897.565 41.0369 34.2293 32.6703
internal_count=223821 217632 177070 122873 40562 3576 54197 36986 6189 5443 4184 1259 746 745
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=15
num_cat=0
split_feature=20 38 115 195 122 109 164 190 193 14 120 2 180 9
split_gain=68.7641 76.0902 96.1487 113.804 98.4431 71.5215 58.7027 51.3149 28.0543 29.0476 28.2609 19.7832 9.05121 3.59228
threshold=0.97135989787038857 -0.079563177312612046 -0.061441300286713116 0.32123108290180569 -0.30568416331203002 -0.29148266857042726 -0.15242585376151516 -0.22000203707476179 -0.031473284689316476 0.49976613262048802 0.13319480483957599 0.11544175462948023 42.538821954484611 0.7793742380672759
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 12 11 -11 -10 13 -2
right_child=8 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.22723770745758418 0.071159431964065531 -0.035872033366669477 0.12233075996361567 -0.00024120471498871181 0.0023105909918334959 0.009283798587318105 0.061527279673082629 -0.00084521297124641459 -0.073960475165466472 -0.51040084278322206 -0.12466517893947907 0.03305461390937614 -0.39580671050088223 0.37878187105768341
leaf_weight=17.84894817462191 13.683895986527199 1527.4657419823343 68.607915526721627 2169.7372259753174 17518.885783350212 428.74514323595213 431.57156320498325 22.802551349392161 63.449262022739276 1.9746080385521043 49.83735631336458 23.73716071806848 0.41203818982467133 0.3904379680752762
leaf_count=79 898 24648 1301 37174 142541 9440 5256 749 595 10 588 525 15 2
internal_value=0 0.000902104 -0.000302791 -0.0149618 0.00277878 0.0293668 0.0354914 -0.100248 -0.0662632 -0.0800652 -0.139366 -0.0448248 0.0661685 0.0796932
internal_weight=0 22185.7 21284.7 3697.2 17587.5 900.968 860.317 40.6515 153.485 138.998 51.812 87.1864 14.4864 14.0743
internal_count=223821 221188 205664 61822 143842 15524 14696 828 2633 1718 598 1120 915 900
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=115 23 132 168 25 155 142 127 158 77 112 130 176 119
split_gain=102.06 95.2504 132.492 120.741 93.6277 112.328 79.6313 75.5001 55.9304 42.5296 32.9605 32.844 28.3588 18.331
threshold=-0.018399437984585449 -0.040721133222626479 0.21040870529233205 15.234501278316545 0.037611708781243043 -0.13520044561895492 0.034856260254793832 -0.33769045653887375 0.5147654970342791 -0.025769562741561305 -0.33020533413790143 -0.32892070458743855 0.071820910860438777 0.68670738515459684
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 10 11 -1 -10 -11 -12
right_child=1 4 3 -5 5 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=0.048557940238523424 0.054337025411992451 -0.073135731729234488 -0.11583768607475942 0.037490266414377763 0.0085147729447486494 -0.014782178871375382 -0.015064089218235875 0.012771296595937863 0.047917299165394299 -0.083842639646335412 -0.084211151596806533 -0.060335098835468448 0.10478204251862007 0.0083216084716001178
leaf_weight=22.303839423810132 503.72523134158109 320.18889522971585 143.47453316056635 79.99308394594118 5224.4445391701884 3427.3059147188033 899.47826576745138 3298.7489360185282 38.533010293147527 9.6316075067734328 286.82535613802611 102.79892824304989 46.218316224112641 23.135786244369228
leaf_count=390 4793 3334 903 757 37825 45432 5325 22772 610 3241 89343 3218 296 5582
internal_value=0 0.000916309 0.0138798 -0.060952 -0.00437072 -0.000714086 -0.0303091 0.0182776 -0.0438175 -0.00162629 -0.0688557 -0.030821 0.0722527 -0.0773044
internal_weight=0 13897.4 4025.94 223.468 9871.42 8651.75 1219.67 3802.47 529.447 197.182 332.265 141.332 55.8499 309.961
internal_count=223821 121141 29225 1660 91916 83257 8659 27565 102680 7365 95315 3828 3537 94925
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=76 74 96 1 160 151 56 144 157 9 181 124 103 170
split_gain=97.527 104.095 151.575 146.469 78.1568 75.3339 56.9824 51.5613 33.9118 32.8512 27.1887 24.0557 18.3236 1.40806
threshold=-0.14255266259873761 0.62414035224573994 0.47837436289914553 -0.46395062793278147 -0.26664611288276735 -0.086396968939444416 3.284379707281651 0.059623105015881077 -0.41854548417762621 -0.1346857914375717 1.463637374666215 -0.34217017871200761 0.47282987815740635 0.45318564552039159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 -4 10 8 -3 -9 -6 -8 13 -1
right_child=1 7 5 -5 6 -7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=0.096570097218579898 0.054045607304949332 -0.044288597812396177 0.074936080827667714 -0.0016252726550504478 -0.079078342651090219 0.011602799148144272 -0.082285835063876198 -0.0096251840465230235 0.066300975023509442 -0.049485076701074542 0.15697615165758427 0.41304750550347613 0.4086078967229802 0.176494099792292
leaf_weight=9.9865139890462142 492.50920166820288 40.809375215321779 420.6345488622319 11688.570681773243 272.66120555638918 339.31989111675648 1.3704070668900383 302.29112455504946 86.504576879087836 654.31746982771438 4.9682799973525098 3.4454803243279448 2.531903848052024 2.8286434113979331
leaf_count=91 4108 102 3161 167846 22687 6729 90 1957 457 16443 89 38 13 10
internal_value=0 0.000835511 0.00332884 0.00062563 -0.0569965 0.0466578 -0.0689383 -0.0289325 0.0308525 -0.0368892 -0.0748541 0.272096 0.16278 0.114211
internal_weight=0 14025 12941 12181.1 297.792 759.954 282.445 1083.92 127.314 956.609 277.629 4.81589 15.3471 12.8152
internal_count=223821 200803 181844 171954 23018 9890 22904 18959 559 18400 22776 128 114 101
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=15
num_cat=0
split_feature=118 72 63 161 192 157 112 86 148 119 115 16 157 84
split_gain=112.608 143.275 197.061 166.67 147.567 82.9235 87.8164 82.4272 132.189 81.7869 78.7849 66.1372 53.3799 28.7335
threshold=0.31432145170230991 1.2166116411983781 0.45291870775686099 0.086944642792812166 36.121891717822614 -0.098107707332501404 0.13831754358446299 -0.14232317044770779 -0.13999963956303321 0.31371098479492837 0.27957833716189961 -0.067158160265494579 -0.58825334679712249 1.1596738387367915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 9 8 -2 -7 -9 -8 -3 -14
right_child=5 12 4 -5 -6 6 11 10 -10 -11 -12 -13 13 -15
leaf_value=0.00032827623775039604 1.2000479302383846 0.12185813452930434 0.060799008962877779 -0.029836059862980841 -0.02559594612467769 0.046824103218233451 0.024169455278188392 -0.0093502771121777625 0.015621600908771273 -0.012321279278146214 0.022818458169661243 0.077903068637722395 -0.056011984788464891 -0.12258902399064418
leaf_weight=5915.4595996205317 1.493898198707029 15.321117494255303 739.53130256384611 2653.4147859896475 269.83999993279576 354.18765571297263 472.6256447918131 2292.4031494227238 2.5518545163795343 687.84339318721322 1139.9115610386943 444.48723216314102 358.97802734025754 79.11028521694243
leaf_count=114192 23 30 6724 62221 1440 4525 2531 14855 25 9417 4552 1684 1346 256
internal_value=0 -0.00668959 -0.00408943 -0.00901233 0.0377026 0.0112257 0.0276444 0.00186506 0.452972 0.00778231 0.00133333 0.0502119 -0.0616179 -0.0680345
internal_weight=0 10031.7 9578.25 8568.87 1009.37 5395.5 1959.14 3436.36 4.04575 1042.03 3432.31 917.113 453.409 438.088
internal_count=223821 186209 184577 176413 8164 37612 18157 19455 48 13942 19407 4215 1632 1602
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=15
num_cat=0
split_feature=182 193 144 165 161 137 163 130 58 122 73 197 74 107
split_gain=76.896 90.2949 80.7155 78.3408 142.451 139.55 112.08 167.335 137.128 84.124 72.4732 76.9268 68.2948 51.393
threshold=1.4923675011263631 1.1314695132680537 0.21378766316461417 0.16623856335119155 -0.18773418918771645 0.0049880960731807861 -0.27620188821444769 -0.020582691615608696 -0.16636847716896 -0.39698452161470005 0.65403655925387305 4.6882623666994556 0.20301234603480117 0.20192090923486766
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 9 -6 7 -1 -8 -5 12 -12 -3 -4
right_child=1 10 13 4 5 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.026511658057825918 0.024198103097742091 -0.051529144020725226 0.078067462600245829 0.070458802312826918 -0.053126478994649652 -0.010265619871479004 0.068503863208468421 -0.026753280125789942 0.0093448778328386363 0.0051648179014262994 -0.051033447390383471 0.049655960010276716 0.054798448160195357 0.20319370506505391
leaf_weight=844.18273057579063 365.28456450067461 75.700729322619736 181.38342435657978 211.05509819975123 889.85314737996669 5191.3149776614737 422.61558238125872 1957.2822668898152 5376.5814502203721 3032.2866206376348 320.33610582817346 99.428259962238371 299.0301303062588 40.078164375387132
leaf_count=5834 653 413 547 1074 64805 71615 2412 20878 34377 18418 1494 486 739 76
internal_value=0 0.0233253 0.0530774 -0.0011617 -0.00751084 -0.0165374 0.0057218 -0.0107026 0.0136561 0.00941372 0.00135299 -0.0271835 0.0333188 0.100712
internal_weight=0 1381.24 586.746 17925.2 9324.51 6081.17 8600.66 2801.46 5799.2 3243.34 794.495 419.764 374.731 221.462
internal_count=223821 4408 1276 219413 155912 136420 63501 26712 36789 19492 3132 1980 1152 623
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=15
num_cat=0
split_feature=19 57 88 21 158 152 139 139 55 56 193 132 124 195
split_gain=69.95 98.9045 92.9644 83.3393 71.9109 114.955 119.642 109.904 80.1392 80.1166 68.0968 63.9696 58.4882 51.5588
threshold=-0.051776250010672896 3.5753888735950627 1.5400592755441453 0.017909047265880555 0.29779017830580978 0.29303584809727407 0.01942828704414808 0.1670639585039731 -0.10274321568398279 -0.20057176653838657 0.59675773321114522 0.26318112028099366 -0.17805197306170009 0.35006133148109375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 -2 9 -7 -6 -9 13 -4 -1
right_child=4 2 12 -5 7 8 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0022308466578923468 0.016609413908180378 0.053485206322625302 -0.083130774024590903 -0.013945239113123287 -0.091584569924676021 0.07327481049267362 -0.0072016799829936091 -0.12770874759231451 0.021091090740387657 -0.00071100948456894874 -0.0079359632700042506 -0.038547621962233804 0.1252582668976045 0.05740672615144668
leaf_weight=211.78210499393754 3929.1113355872221 188.29719085618854 16.346583467908204 6892.0067630716949 99.732032408006489 360.43917671102099 4558.4085050390568 118.5028085722588 1603.5378767718794 3563.6577492570505 79.190663941204548 128.00555930519477 76.495875644963235 459.47755676996894
leaf_count=2932 31167 1525 471 80188 1188 4743 46656 655 13209 33860 260 1210 677 5080
internal_value=0 -0.00713039 -0.0108483 -0.012152 0.00455777 0.00886605 0.00382114 -0.00710423 0.0306681 -0.00318495 -0.079731 0.026237 0.0885676 0.0385911
internal_weight=0 7972.41 7173.15 7080.3 14312.6 10451.5 8487.52 3861.08 1963.98 3663.39 197.693 799.265 92.8425 671.26
internal_count=223821 92083 82861 81713 131738 95775 77823 35963 17952 35048 915 9222 1148 8012
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=15
num_cat=0
split_feature=163 195 195 192 138 178 169 191 169 156 160 177 166 46
split_gain=100.295 90.033 93.9025 202.565 150.569 47.4469 36.5022 27.5631 18.9309 27.7307 20.1037 19.55 14.0817 13.7729
threshold=-0.19787563763446173 0.1432331000577311 0.31079811995949053 18.082004032710703 0.13465044522693631 0.16210550702634741 0.14509143992250589 0.49857434139446594 0.10194827981412422 2.4041275783256273 -0.15340530353998524 -0.06181404708047112 -0.12609457700809309 0.052813833873303358
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 12 -11 -1 -12
right_child=1 2 3 -5 -6 7 -8 -9 9 11 13 -13 -14 -15
leaf_value=-0.080801892244863671 -0.10772770973366963 0.0040072692071411791 0.018059327437456134 -0.012331963999447316 -0.031506263962220359 0.09936547796847868 0.10546100571796913 0.35518549297347513 -0.064371119996146114 -0.10234683968602221 -0.091101846431515365 0.066627188763402054 0.063973237748168932 -0.32502004811123691
leaf_weight=136.83611680819013 20.840677103202324 2717.9072336685203 5369.8452341691009 3707.2455159112869 2129.0204603310849 109.07309396797791 13.067022615810854 4.3808690928854039 85.884269548216253 8.5106768596597231 4.5951968056615424 35.028954421839444 7.0652925673057316 5.5658943578600883
leaf_count=46541 635 22135 63269 49394 34419 508 99 24 5889 255 150 388 81 34
internal_value=0 0.000468976 -0.000353915 0.00564698 -0.0115921 0.078223 -0.0255711 0.109244 -0.0596075 -0.0314133 -0.0832927 0.0335979 -0.0736937 -0.219234
internal_weight=0 14071.4 13924 9077.09 4846.93 147.362 33.9077 113.454 283.486 129.424 154.063 43.5396 143.901 10.1611
internal_count=223821 170483 169217 112663 56554 1266 734 532 53338 6532 46806 643 46622 184
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=15
num_cat=0
split_feature=72 73 190 158 114 1 158 161 36 101 116 125 64 129
split_gain=87.0895 113.627 121.705 119.654 113.342 98.8044 83.7691 48.7404 54.7964 39.3066 26.8549 26.7248 27.1249 22.431
threshold=0.91709376408645416 0.066097011803135056 0.010695273379572766 -0.13200538047444035 5.5839729721233828 -0.33476850204699865 0.072183940375233166 -0.21187069422213009 288.66572564345512 2.9457059080049026 -0.16643261989051233 0.62369423731420892 0.23795710093596326 1.0174765506393357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -4 11 10 -5 -9 12 -2 -10
right_child=7 3 6 9 -6 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=0.040880982077676757 0.072364013755525744 0.013568687114341341 0.022870506549533574 -0.041972928436841431 -0.018192552247498387 -0.010614664589345639 -0.037515433797929459 0.20011507357452088 0.41931808894946099 0.49025160534436996 -0.0092217617860930849 -0.0031027271854960734 0.16346799532281073 0.12454124675645642
leaf_weight=412.658178916201 113.38425736688077 1900.5327876573429 3571.289924746321 1141.3087122800353 2748.321194532793 3837.6224463694962 245.52047363563906 6.3255264922045162 3.0104676070623126 1.3893243117490772 196.42818731296575 30.822802935261279 45.914941987022758 18.113771678647026
leaf_count=5630 433 8543 30432 44610 25409 86112 16888 63 75 68 4840 203 239 276
internal_value=0 -0.00164756 0.00602463 -0.0123342 -0.005208 -0.00561497 0.0189861 0.0448976 0.0132781 -0.0413258 -0.00269085 0.0821311 0.098623 0.166551
internal_weight=0 13858.6 8067.09 5791.55 4648.85 4250.28 3816.81 414 223.878 1142.7 202.754 190.122 159.299 21.1242
internal_count=223821 217692 139062 78630 33952 91742 47320 6129 5254 44678 4903 875 672 351
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=184 96 1 115 53 148 97 51 49 61 110 148 190 20
split_gain=109.133 104.924 135.175 126.418 94.1417 88.9224 65.895 48.1012 42.3962 35.676 29.1139 23.9461 15.7532 15.3266
threshold=-0.079827562824848472 0.89645875177181067 -0.24640269501895337 -0.18719741304846135 -0.079621998152717768 0.68663011411498509 0.72558894773104654 7.5236742503463736 -0.14809818083681578 0.89621246377260932 0.50180880636186098 -0.20321853105560925 -0.32681478790428159 -0.35031300026237705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 13 -4 -5 -3 11 10 -10 -9 -1 -13 -2
right_child=1 2 4 5 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.089476552427244657 0.035902882496133375 -0.038579174260022525 0.042584988925232319 0.004693391640715118 -0.04349745448125443 0.045231284106665985 0.018728679073452225 -0.064698903412689746 -0.077544915493800715 0.078699661569601329 0.11129472259431086 -0.16786150100609343 0.08516939666355848 -0.076027542173286514
leaf_weight=11.770477606856728 12.993163835111771 247.9617714312044 139.45950612740126 11236.369794272323 1426.994472118211 568.49089069431648 1051.4183541592211 15.965754601289516 349.46182645803492 15.251702945213763 22.854925431020092 2.6108001702232277 42.735415609437041 209.24005452744314
leaf_count=79 615 769 842 148939 5533 3641 4896 3990 39265 153 132 39 564 14364
internal_value=0 0.00114165 -0.0160533 0.0052389 -0.0358336 0.00664559 0.00779257 -0.0482789 -0.0604361 -0.071011 0.0389139 0.0376127 0.0706012 -0.0694834
internal_weight=0 14892.9 2865.83 12027.1 1566.45 11804.9 1299.38 460.651 403.534 364.714 38.8207 57.1167 45.3462 222.233
internal_count=223821 179599 12040 167559 6375 152580 5665 44222 43540 39418 4122 682 603 14979
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=14
num_cat=0
split_feature=126 119 127 73 183 102 71 84 131 83 104 157 44
split_gain=64.5244 75.0651 92.5491 104.864 79.1751 76.9781 102.961 85.7419 54.2352 15.2081 36.8315 12.4746 8.11645
threshold=0.99313603977333653 -0.20409648606126921 -0.12893413924390787 0.5409197164810402 2.1220345212411043 0.15341214443859566 0.76163133945134531 0.019399677790405832 -0.0041003936452013818 0.76491882392478239 0.64953262312295823 -0.056170811736857069 88.033751275488882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 11 12 -11 -2 -10
right_child=8 5 3 -5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.045516882962231012 0.031762858596547962 0.0019270601913629387 0.045094761762894071 -0.038872906317821226 0.79089364180465738 -0.0076036317455198373 0.012929510840986614 0.040032572961918436 -0.091306327933142598 0.14010089630646011 -0.099572654358960566 0.1956571449576362 0.13483674651593225
leaf_weight=194.82037342822878 10.696011505089702 1688.7057221597352 1060.7887417462189 172.98460661945865 1.1383602749556292 11921.594505690737 3071.2023711344227 908.00156197103206 140.50197610125178 10.451654803939165 16.588067045435309 8.2078006872907263 1.6052144393324841
leaf_count=7050 36 41966 9971 905 13 140447 13152 6812 3317 14 118 18 2
internal_value=0 0.00114673 0.0231822 0.0333218 -0.040658 -0.000644384 -0.00339752 0.0152516 -0.0577188 -0.0756721 -0.00693172 0.102924 -0.0887519
internal_weight=0 19019.2 1429.73 1233.77 195.959 17589.5 14992.8 2596.71 188.051 169.147 27.0397 18.9038 142.107
internal_count=223821 220316 17939 10876 7063 202377 153599 48778 3505 3451 132 54 3319
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=15
num_cat=0
split_feature=151 131 140 1 93 61 6 96 64 162 149 2 177 41
split_gain=63.635 72.5585 68.852 82.4079 80.2248 79.8666 72.0584 53.3133 61.4287 43.2372 34.853 28.0472 23.101 20.9695
threshold=0.60552610832839671 0.54856753925093105 0.77593679223508083 0.348622371269036 0.42869432416077208 0.5420225697031853 0.10440951371485445 0.14498725684228603 1.0000000180025095e-35 0.15729057996375265 1.5786291946410114 -0.39593493546969455 -0.16160513521458411 -0.013314192731379806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 12 6 -6 -1 8 -3 11 -11 -2 -4 -9
right_child=1 7 3 -5 5 -7 -8 13 -10 10 -12 -13 -14 -15
leaf_value=-0.028152149046775678 0.4576090370465673 0.085194343361004579 0.022171522083756737 -0.51549352970622409 0.032426523815676546 -0.0073860274919188024 -0.00072823875212194261 0.14600550143351396 -0.29364201414968205 0.023296219651537275 -0.34585023996145403 0.074998499177737973 -0.050941683963420706 -0.049466341581816002
leaf_weight=1013.0133827762911 1.939888407010584 5.6480630184523788 50.769411074230447 3.6851935572922221 1394.6210333864437 788.91233414516319 17685.957530008367 7.4876426365226534 17.67404452804476 751.83163407444954 2.5663887935224912 155.02232514042407 290.44703926972579 20.550651267170906
leaf_count=16611 28 255 1089 19 9959 9832 167461 59 61 11847 58 1626 4769 147
internal_value=0 0.0254585 -0.000827809 -0.0451431 -9.5885e-05 0.0180422 -0.00221392 -0.090186 -0.201897 0.0319757 0.0220404 0.0797272 -0.0400632 0.00273453
internal_weight=0 962.721 21227.4 344.902 20882.5 2183.53 18699 51.3604 23.3221 911.36 754.398 156.962 341.216 28.0383
internal_count=223821 14081 209740 5877 203863 19791 184072 522 316 13559 11905 1654 5858 206
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=15
num_cat=0
split_feature=115 173 151 193 52 52 14 16 41 126 107 34 125 77
split_gain=92.0366 136.695 85.8665 81.7907 92.3938 74.5176 75.4322 62.088 78.6036 58.4476 38.0363 36.4161 30.7386 27.043
threshold=0.015646319036788214 0.081641328287279033 -0.06788725351995685 0.79117290022722997 0.55026397323604814 -0.1667210872593943 0.086748124860353645 0.38268731940165357 0.01071256901283763 0.94270803863695474 0.44531500693717824 0.25224819171369767 -0.22240271148544749 -0.017472587274536159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 -4 9 -7 8 -3 -2 -5 -9 13 -1
right_child=2 7 3 10 -6 6 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.039049659258018309 0.14902778229310831 0.031053075186225999 0.0055470594278642371 -0.012079405621802286 0.035753735875766399 -0.029818151016157753 -0.0018789143943779407 -0.022481271175406436 -0.066678061979727726 0.78082024100686143 -0.070072441193838902 0.096128414778536758 -0.076413367179055891 0.093315663665752668
leaf_weight=110.21337841672357 7.1392876557074469 180.79069087211974 6761.7447013818892 343.99143744935282 1190.9467202441301 1342.4080267759855 3449.3700925558805 34.539415018778527 151.05592229682952 1.8420635703951118 168.49164936644956 103.31037140329136 423.10377937274461 17.948599649913376
leaf_count=2098 150 2317 44868 4709 14268 17447 22397 508 2768 15 491 371 110988 426
internal_value=0 -0.0296418 0.00151665 0.00757536 0.0100706 -0.00916666 -0.00970604 0.00999915 -0.0134339 0.278608 -0.0311461 0.0664098 -0.0634171 -0.0205124
internal_weight=0 1020.96 13265.9 8465.17 7952.69 4800.76 4791.78 469.696 331.847 8.98135 512.483 137.85 551.266 128.162
internal_count=223821 119476 104345 64336 59136 40009 39844 5964 5085 165 5200 879 113512 2524
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=13 16 146 73 170 179 19 128 116 119 165 74 28 82
split_gain=92.474 95.738 104.558 126.543 78.8273 69.0592 79.7237 77.6465 56.1362 59.3659 65.1892 35.5834 31.9662 31.5395
threshold=-0.02489570281333062 0.082502034683398423 -0.27102171977324258 0.36411753282715592 -0.24854005252944647 0.14489606479663644 -0.26488616334231646 -0.27163991102442459 -0.19479927123482402 -0.009508375567550768 0.11225262286351843 -0.10314769728103469 -0.050502657742086461 1.5388202985613775
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 12 -2 -10
right_child=8 5 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.059284035972907961 0.0098688948191723736 -0.029305123930335145 0.0093957500076317299 -0.028034617841462474 -0.023716551952496563 -0.084389211517675616 0.0078021474881446312 0.030776353756835607 -0.061924731741067988 0.034493901070099885 -0.032213307390140888 -0.035261180532099937 0.099865593224873039 0.74638828256828516
leaf_weight=120.13690684293397 95.810434537939727 237.91579260351136 6130.8372677181615 1059.2680271919817 2405.8870559982024 126.71093433978967 361.15395945915952 2243.022222841857 456.21117234459962 194.45746515179053 593.98634869407397 77.808295349008404 67.113600665703416 0.48323186347260971
leaf_count=1733 2074 1105 42423 19391 17091 1271 3352 19182 61603 3000 48297 2415 843 41
internal_value=0 0.00253491 -0.00226731 0.0038814 -0.0197691 0.0182513 -0.0161423 0.0250147 -0.0238328 -0.0323793 -0.015761 0.0203723 0.0469414 -0.0610694
internal_weight=0 12684.9 9716.13 7190.11 2526.02 2968.8 487.865 2480.94 1485.87 1245.14 788.444 240.732 162.924 456.694
internal_count=223821 105548 80638 61814 18824 24910 4623 20287 118273 112941 51297 5332 2917 61644
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=15
num_cat=0
split_feature=151 95 71 18 63 73 61 76 2 167 73 122 148 189
split_gain=107.452 183.344 132.454 128.695 121.436 115.82 78.2523 76.0096 69.5822 105.234 103.743 50.5835 28.4633 43.9084
threshold=-0.10751280960822673 0.027996202580371232 -0.078395373198410209 0.45617175871130683 0.04309846379405164 0.84277765377767488 0.29412413111145047 -0.036193841310314799 -0.10063549474461921 -0.081188130194876001 0.46937332095847722 -0.25332638553235026 -0.71585028812148066 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 6 4 11 -4 -3 -6 10 -10 -5 -1 13 -2
right_child=1 2 5 8 7 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.083406154394150236 0.30103484493488708 0.13607851180889305 -0.010486275074644141 -0.043681755360109757 -0.011020776002489433 0.021481788533336335 0.0058598279871944665 0.040216838813038065 0.067339446262833558 -0.0055190204826648355 0.0035287985929677262 -0.01939106817206486 -0.065231734391662674 -0.029192684024557498
leaf_weight=51.422921735415002 5.3154582373681505 106.38385789084714 6999.4696418670937 814.71667511081614 332.52215792785864 1352.2607358377427 81.502226748270914 2239.2542648469098 284.50714585534297 653.81962807796663 1085.7833370943554 692.44803187059006 571.17457180810743 16.603609907702776
leaf_count=4045 188 2012 45320 16073 4152 5025 1031 12352 4377 11269 3124 21385 92537 931
internal_value=0 -0.00717624 -0.00344222 0.00991898 0.0232994 -0.0053102 0.0795916 0.033592 -0.00570892 0.0165722 -0.0167097 -0.0122848 -0.0609402 0.0508888
internal_weight=0 9132.71 8539.62 6154.47 3315.65 8351.73 187.886 2571.78 2838.83 938.327 1900.5 743.871 593.094 21.9191
internal_count=223821 147044 53388 76777 41934 50345 3043 16504 34843 15646 19197 25430 93656 1119
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=15
num_cat=0
split_feature=180 105 119 195 180 128 98 182 140 133 188 35 119 180
split_gain=70.6086 169.092 120.004 118.023 238.593 179.867 138.058 117.26 91.5349 159.548 93.2048 86.2184 39.8257 121.67
threshold=35.447791164658646 6.6569804628123146 -0.19090790307862612 0.33622820306295426 39.513386880856764 0.30925002588506578 0.049565903639480637 0.044558418870525619 0.51194897559097474 0.093879945180397842 0.69503007383105386 0.16543590449343204 -0.21543692822252056 10.276439089692103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 -6 -2 -4 10 -10 -5 -1 13 -3
right_child=3 12 7 8 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.052059759223764303 0.053794889826668892 1.4103943911298416 -0.028206860796950534 -0.014909529272477823 -0.033648930909158027 0.043045869316485186 0.01282484756980861 0.0091418384754209849 -0.034883286748035917 0.028226786716238836 0.011142007524966337 0.45292511832495014 -0.051831952129626269 0.042615327483844112
leaf_weight=301.74011722928844 1550.8943859071296 0.67077841330319898 1414.3152262220101 5272.903590208065 1231.7626115959138 406.76886462868424 1751.2146572060883 2072.3415697625023 511.08188407239504 1852.8413772825152 1856.9627715498209 5.4625448229489839 895.67481750409934 21.362573184072971
leaf_count=2800 28783 157 21449 81936 19014 1885 8643 11352 2537 8262 7826 140 27047 1990
internal_value=0 -0.0100463 -0.000729004 0.00405259 0.0165872 -0.0146093 0.0320672 -0.00600816 -0.00247053 0.0145823 -0.00812445 0.0591878 -0.0485646 0.0842557
internal_weight=0 4711.57 3793.86 14434.4 4940.64 1638.53 3302.11 3486.66 9493.79 2363.92 7129.87 307.203 917.708 22.0334
internal_count=223821 64935 35741 158886 58325 20899 37426 32801 100561 10799 89762 2940 29194 2147
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=12
num_cat=0
split_feature=182 58 48 178 192 67 28 160 31 94 97
split_gain=69.1812 67.5526 62.1531 75.8127 93.0315 81.7493 59.8006 60.013 30.1333 19.1887 15.4987
threshold=2.1256631835189199 -0.32929175225313562 8.472473627006389 -0.018578928131447525 15.402038686146776 -0.077045353289724297 -0.27030173536729779 -0.14024053367762748 0.50049876481014277 0.0018180363403749583 0.010429012193694494
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 8 -8 -4 -3 -11
right_child=1 9 6 5 -6 -7 7 -9 -10 10 -12
leaf_value=0.030403372356922882 0.52248438335882363 0.20334763191866206 0.043902495509764161 0.12478666581568017 -0.012140406673632731 0.01464272820068299 -0.020821788491587265 -0.0012640723743942016 0.18084931241648383 -0.1875339024998256 -0.066272770281442198
leaf_weight=640.89678909169743 1.9439499005675305 2.5208628606051198 120.05759270663839 68.411077047465369 2595.8158114818798 4492.5835648864158 1800.3852036924218 12205.168659556657 18.549800664186478 11.324305339250712 152.24763328582048
leaf_count=10557 23 13 826 695 46224 37015 31022 94766 83 27 2570
internal_value=0 -0.0635889 0.000820428 0.00798846 -0.00371637 0.0162948 -0.00313132 -0.00377818 0.0622301 -0.0704483 -0.0746678
internal_weight=0 168.037 21941.9 7797.71 3236.71 4560.99 14144.2 14005.6 138.607 166.093 163.572
internal_count=223821 2633 221188 94491 56781 37710 126697 125788 909 2610 2597
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=70 103 45 76 21 21 139 143 185 109 77 139 116 118
split_gain=86.9796 145.445 134.648 108.908 100.345 98.7271 264.242 94.3003 85.4096 79.4128 73.5401 73.0639 73.0081 64.5686
threshold=-0.030657728127294944 -0.036277024445501904 0.12076541000930439 -0.058676834586059975 0.023078029190176135 0.15251415402691695 -0.17635905115857789 0.022546416054831691 1.3202148363554167 -0.16039323771054814 -0.20685207467047079 -0.33091293453451631 0.3392657080577452 0.26765514639958937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 4 12 -2 -7 -3 -4 13 -6 -11 -1 -5
right_child=1 2 8 9 10 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.05947407255157286 -0.030698711043871754 -0.060816451985195863 0.0081022998144012863 0.048011076748028451 0.027558746657453666 -0.39472546277396292 -0.060704663883704227 -0.011365191498262544 -0.056907713412841558 -0.10782092563521417 -0.0027870731727374443 0.0079936058677359517 0.037822645452802117 -0.016920745094291631
leaf_weight=428.76337515635532 574.60454353126988 564.14737940901978 4543.6644864176342 1229.7014311667881 1043.8797676647082 28.61048746202141 137.54326900398883 1218.5495502698031 211.49747376164305 61.414527695742436 3398.6466571489582 481.90179613401415 94.035378531552851 174.93227615403885
leaf_count=3434 21481 68528 31449 15586 8083 317 3192 16466 3931 482 32212 15332 1104 2224
internal_value=0 -0.00833436 -0.00357612 0.00732819 -0.000533277 -0.0503301 -0.118221 -0.0270144 0.00521082 0.0273671 0.00434342 -0.00509765 -0.0419734 0.0399245
internal_weight=0 7278.62 6537.86 6913.28 4965.33 740.758 166.154 1782.7 4755.16 1947.95 4442.53 543.316 522.799 1404.63
internal_count=223821 145364 120374 78457 44833 24990 3509 84994 35380 33624 40295 15814 4538 17810
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=14
num_cat=0
split_feature=157 73 186 13 86 176 113 157 82 71 82 42 28
split_gain=87.1909 87.0679 98.8528 95.4784 104.201 92.2342 76.0031 45.0454 22.5245 23.6981 21.9781 18.6431 15.8744
threshold=0.14479533445311571 -0.0015197410702459287 40.750000000000007 -0.35091439063803814 -0.039837998850162211 -0.062302541052534223 0.88670366723075511 -0.21441156041075629 -0.13688938872291581 0.18571835280538437 1.5388202985613775 -0.10678652092178666 -0.16294837719593711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 -3 -1 -4 9 12 11 -10 -2
right_child=8 2 7 4 -6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.044710508975364764 -0.10155641518356576 0.0032667405303825805 0.053311030081827464 0.039475743881923021 -0.0011642413019200073 -0.019805399277060615 -0.10125814539763534 -0.0069675042746714091 0.040239165714581561 0.84421057643932951 1.0545845756482923 -0.069354724988625424 0.0025940676405905912
leaf_weight=916.57995713409036 17.099552903440781 3170.0416373931221 386.7995734619908 735.19635982485488 4447.5781543597695 3821.3096209454816 37.115158820524812 182.44848928716965 16.505592895380687 0.32382463198155065 0.17613364569842715 260.45495524161379 101.51230220697471
leaf_count=11721 1516 20278 3814 11937 39475 52208 113 2893 1472 23 9 68020 10342
internal_value=0 0.00110166 -0.00608118 0.00995147 0.0046007 -0.00934395 0.0390298 0.0339913 -0.0464908 -0.0100883 -0.0621133 -0.0628234 -0.0124207
internal_weight=0 13697.1 7560.6 6136.47 5182.77 6991.35 953.695 569.248 396.072 118.936 277.137 276.961 118.612
internal_count=223821 142439 79193 63246 51412 72486 11834 6707 81382 11881 69501 69492 11858
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=64 186 25 90 190 192 157 127 77 117 127 25 181 70
split_gain=96.5339 88.4766 114.579 122.197 112.985 89.4603 50.1941 42.0108 66.5996 88.3941 29.7554 27.9497 5.01129 39.0037
threshold=-0.0092450793545750844 52.250000000000007 0.57924753288308251 0.98704686901281324 1.0347454077907126 33.526498046520253 -0.067453422964110568 0.14321252559419431 -0.35914641964089722 9.7852461850313279 -0.28048808519653429 0.20899838214207025 0.76280353965414249 -0.059739707097548077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -4 -3 12 9 -9 -6 -10 -1 -14
right_child=1 4 5 -5 10 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.077278804417425573 0.004843535257050253 -0.068746654526655945 0.055440298947551175 -0.024177567007584916 0.079388420295201767 -0.011313626775665626 -0.019802939082789357 -0.082341291640747272 -0.035412212806772508 1.7798541805122612 0.0031249627907342648 0.072252050882558358 0.6687099068093556 -0.084296361462679492
leaf_weight=236.90651766210794 10673.549514195853 454.99666734354105 702.46799085661769 1679.1321510105627 56.282528676092625 281.09431501012295 388.40546305058524 0.53985996451228746 115.1050208483357 0.48291704058647156 562.13761653471738 30.501460363331717 0.79274441488087166 5.1998238930245853
leaf_count=71268 114629 1778 6767 5181 378 1638 1136 63 18431 3 2104 325 6 114
internal_value=0 0.000954111 0.00351412 0.000898621 -0.022401 0.0363626 -0.046207 -0.0494786 -0.00721044 0.796918 0.0100657 -0.0128588 -0.0749944 0.0153173
internal_weight=0 14798.1 13336.2 12352.7 1461.82 983.562 843.402 389.528 146.629 1.02278 618.42 145.606 242.899 5.99257
internal_count=223821 133611 128215 119810 5396 8405 2914 90210 18822 66 2482 18756 71388 120
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=15
num_cat=0
split_feature=152 97 137 76 120 137 96 97 131 10 183 82 11 124
split_gain=64.2244 73.6001 142.688 123.377 104.175 132.339 97.3416 91.5087 62.4101 57.9003 71.0042 63.3426 57.0142 64.4988
threshold=-0.32739884012449977 0.22819739500403788 0.48981680076059264 1.1698677047535997 0.30960028325221678 -0.038958515616304805 0.0015491078864831539 0.6110257781761681 -0.15308727919259987 -0.24705387044774882 1.0996557034237171 0.58799562367268166 -0.41862949152489026 -0.10175469961013268
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 12 11 -11 -10 -1 -14
right_child=1 2 7 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.093538624976564178 -0.022790973028098963 -0.035255278161242291 0.028385150824399841 0.018248722876484446 -0.028347423954686458 0.020476486718581367 0.0013297344646349919 -0.0086578390691018896 -0.049327072477436701 0.037207448599146188 -0.018451935132302106 0.034191142346458966 -0.01224084230971091 0.096931780768895415
leaf_weight=22.875050923787057 841.68539486423833 2459.4517298409482 1078.5265208276687 522.55389419640414 1442.5719445666764 4414.8655581949861 4726.3341768886894 1747.271532241255 279.51686461688951 812.67519257048843 319.22671901481226 134.50974013004452 71.520665985997766 222.37461080250796
leaf_count=213 19344 16046 5121 1694 77031 27966 49876 12654 4291 4888 1650 290 1867 890
internal_value=0 -0.00145512 -0.0106213 -0.0258795 0.00320422 0.0135484 -0.00561014 0.00548041 0.0180912 0.00980544 0.02151 -0.0221935 0.0585282 0.0703642
internal_weight=0 17233.3 5807.8 2982.01 11425.5 5256.55 6168.91 2825.8 1862.7 1545.93 1131.9 414.027 316.77 293.895
internal_count=223821 209732 35515 17740 174217 47310 126907 17775 14089 11119 6538 4581 2970 2757
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=8 97 16 118 193 118 180 61 188 89 13 176 191 155
split_gain=62.2121 63.3548 158.327 79.9565 74.1192 116.16 101.215 59.7885 83.9814 80.4279 58.3123 42.4339 38.0486 52.5023
threshold=0.48559422444853545 0.27330207811949236 -0.26440811444945916 0.27392017763676624 0.013543748393972448 0.16818123417310532 31.291164658634539 -0.0033566742286593315 -0.07935720740719733 -0.13853195033431168 0.045444606878899459 0.76025660075664503 0.29348965454379733 -0.0924742116822308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 -1 -6 12 9 -9 -10 -3 -2 -14
right_child=7 2 3 -5 6 -7 -8 8 10 -11 -12 -13 13 -15
leaf_value=0.00087559108909538634 -0.062500823156960525 -0.027170050196467507 0.044883849796854385 0.002889725032527548 0.036226040830113847 0.031086226588244 -0.011236448622886964 0.52950169023975779 -0.038072558009015919 0.048967615748166583 -0.0016013487854486708 0.22930636914208385 0.46862719079212112 -0.045065609600842695
leaf_weight=8421.022043559351 294.48994034295902 689.85521412332309 1327.1087657440803 688.67474543058779 482.40825988107827 1499.3389586669509 6548.3944454942248 3.5593700474128118 690.43576853396371 162.41795060504228 1200.8902977751568 6.5117569724097839 3.2428053002804518 5.1484760586172325
leaf_count=95097 2736 8289 11746 5509 5111 16652 59509 37 8586 1506 8869 103 45 26
internal_value=0 0.00214526 0.016336 0.0305369 -0.00012523 0.00544155 -0.00797988 -0.015037 -0.00893003 0.0592726 -0.0149153 -0.0247717 -0.0565179 0.153451
internal_weight=0 19663.3 2712.15 2015.78 16951.2 9920.36 7030.8 2360.18 2057.3 165.977 1891.33 696.367 302.881 8.39128
internal_count=223821 202016 25647 17255 176369 111749 64620 21805 18998 1543 17455 8392 2807 71
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=15
num_cat=0
split_feature=115 44 190 25 95 115 4 13 110 76 34 193 4 17
split_gain=78.2855 109.626 72.758 74.6324 73.9329 69.5896 57.5891 47.056 40.7516 40.6807 19.1377 15.6357 30.8657 7.23712
threshold=0.015646319036788214 0.13805540630958432 1.1274344483128471 0.033303704698091789 -0.0048785063867427623 0.39457955725382815 0.077025812695128051 0.58849680226738899 0.018146487018591253 -0.017376980216220462 0.32609077906059841 1.1314695132680537 0.64797973162470368 -0.48506084608453731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 8 10 -3 -9 -1 12 -4 -8
right_child=2 6 11 4 -6 -7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.061362354891807296 -0.028010641024469415 0.057595801945279447 0.051408997641192646 0.016114769883978995 -0.00070705376245321636 0.026206549405687608 0.11500741711550633 -0.041988962444387275 -0.052996252392945413 0.051932974943472071 -0.13041700316723714 -0.069445120137029123 -0.074063836685163184 -0.091688597873935768
leaf_weight=421.49833134768414 1274.9920243626402 216.42918133221974 36.782541173626669 4081.85052551236 7259.1466268314398 290.71983927465044 1.7648778433212999 138.384192820522 39.382248744514072 69.165697421558434 44.35653712124622 168.43632422230439 41.982589394086972 42.152770751476055
leaf_count=110204 6778 1055 1175 29494 59797 2762 37 3151 765 1752 741 3944 395 1771
internal_value=0 -0.0279008 0.00149274 0.00252201 0.00534746 -0.0179436 0.0224081 -0.0502931 0.0405701 -0.0106896 -0.0679374 -0.0522469 -0.0154693 -0.0833823
internal_weight=0 973.134 13153.9 12906.7 11341 1565.71 299.729 673.405 255.811 207.55 465.855 247.201 78.7651 43.9176
internal_count=223821 119476 104345 98831 89291 9540 3628 115848 1820 4903 110945 5514 1570 1808
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=134 115 165 55 12 35 115 167 130 92 137 130 110 130
split_gain=86.8499 156.426 120.849 108.051 96.0459 109.647 102.253 65.6428 57.7481 54.2608 51.536 38.8602 27.391 20.1207
threshold=-0.080238127718701938 -0.19084543199088641 0.093683243838101185 -0.18584130762289539 1.5856650967402619 -0.0091576265154676741 0.074945393683862008 -0.37950754411803506 -0.36189485359333179 -0.11093382032459471 -0.34371183551952073 -0.080424133043064547 0.040440309645881689 -0.080424133043064547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 11 5 -3 -6 10 -5 -9 -4 -2 13 -1
right_child=1 4 7 8 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.1782712818591555 0.034872822651951851 -0.026023781394142839 -0.08145895937771451 -0.031021443738858297 0.010232157326195677 0.011679202759531351 -0.017507488818251014 0.014409626153494313 0.056514642930305871 -0.069384328454052444 0.052109810217229505 -0.071941435933390641 0.066113093030634826 0.0057834166710990162
leaf_weight=6.6688762645353554 49.111205664055888 2615.3866410909686 39.740790074691176 82.153846865927335 6449.3008657085884 1093.9849752039881 1673.7032547521521 88.946287101600319 911.85657226876356 589.13631382604945 105.76722406409681 111.13698296213988 138.22437421348877 54.306373039726168
leaf_count=176 748 23443 249 565 80796 8927 62947 3347 11193 24473 1997 815 2944 1201
internal_value=0 0.0018561 -0.0284098 0.0369952 -0.00157174 -0.0149042 0.00451655 -0.0453148 0.0492799 -0.0583928 0.0156298 -0.0392061 0.0414843 -0.0143467
internal_weight=0 12986.6 1022.79 1154.26 11832.4 3709.37 8123 823.591 994.01 678.083 145.508 160.248 199.2 60.9752
internal_count=223821 189434 34387 13321 176113 32370 143743 30066 11758 27820 2246 1563 4321 1377
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=14
num_cat=0
split_feature=181 35 123 130 157 193 115 148 27 99 115 106 21
split_gain=94.0971 85.5012 103.307 90.2753 100.802 82.9449 80.5234 55.3667 39.4304 35.9259 32.7325 32.304 2.816
threshold=-0.089900160880979005 0.19681490110973654 865.50000000000011 -0.37637339135730802 -0.067453422964110568 0.0051034422842312918 0.97478530855403012 -0.86108726436760008 1.5259211616554349 0.74757913968241008 0.29325392011843071 -0.40565235458187937 0.37409190366622019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 9 11 -11 -1 -10
right_child=1 2 7 4 -6 -7 -8 -9 12 10 -12 -13 -14
leaf_value=0.11064223529731032 -0.048697201326201665 -0.012018610791540499 0.056357101833095537 -0.0017801952469780923 0.020451093168378526 0.078691497514015635 0.03478080114244949 -0.050986996086503512 0.19793596328680874 0.079842142689148077 -0.18143587736277714 -0.071600426998355809 0.092583343015104805
leaf_weight=10.036992115667088 62.476109248935245 1879.2987436848925 51.279391784220934 8617.4916050486936 2671.9631943070272 281.01419714366784 457.07536518503912 762.9514575402718 4.996198599226771 30.621524002403021 5.6850134041160336 314.4030337958975 5.1547641400247812
leaf_count=54 4351 37415 143 75378 60281 2679 3028 2504 13 335 27 37583 30
internal_value=0 0.0010603 -0.0135529 0.00501806 0.00348146 0.0555213 -0.00286303 -0.0442266 -0.0499364 -0.0554058 0.0389303 -0.0659625 0.144437
internal_weight=0 14783.6 3150.6 11632.9 11289.5 343.49 2336.37 814.231 370.898 360.747 36.3065 324.44 10.151
internal_count=223821 185779 43090 142689 135659 7030 40443 2647 38042 37999 362 37637 43
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=14
num_cat=0
split_feature=109 76 34 126 16 152 2 130 31 71 130 140 195
split_gain=61.2065 76.5298 76.5348 77.2433 59.3145 116.869 109.087 4.63213 8.45366 1.91987 0.171494 0.0628463 0.0364691
threshold=-0.42282166213587058 -0.31199241606560024 0.63311760071318679 0.86922300985552747 0.31145583333294541 -0.31083304724683286 0.34843424041641058 0.21956841819658293 0.39819592148117117 1.5766823678533768 0.2434480723741686 -0.047181923741415339 0.32233284552955538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 9 12 11 -4 -1 -9
right_child=1 4 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.081457899320878435 0.77635771031960354 0.00098669946252055957 -0.089667981968362523 0.10282898295453767 0.0086644921008992692 -0.037902555006179048 0.054269887422137598 -0.10347221058739196 0.13017903611893875 -0.21299341462212165 -0.12544508011576117 -0.086910116095597817 -0.084339559805585954
leaf_weight=52.947703934711171 1.7314883321523655 16244.510083284753 20.36381147935754 102.55772005650215 1044.0254444712773 1114.0109870233864 393.53948225703789 1.6039372601080675 2.8938509225845337 1.1624411046504963 1.4341526925563801 35.193862389191054 2.6296182867954485
leaf_count=9280 5 149454 978 1199 9011 29243 23340 39 2 4 3 1051 212
internal_value=0 0.000744743 0.0783924 0.114011 0.00022387 -0.0153741 0.00224701 -0.079127 -0.00154685 -0.0853187 -0.0920219 -0.0836349 -0.0915882
internal_weight=0 18922.2 126.087 104.289 18796.1 2158.04 16638 96.4314 7.12741 89.304 21.798 88.1416 4.23356
internal_count=223821 213233 2185 1204 211048 38254 172794 10588 253 10335 981 10331 251
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=15
num_cat=0
split_feature=77 76 133 189 129 152 140 131 50 189 145 172 102 169
split_gain=62.8845 75.3147 143.832 80.8792 78.6099 76.9568 138.712 107.409 41.901 41.7165 61.3208 28.1517 24.2489 17.3904
threshold=-0.35914641964089722 -0.15001028032457478 0.036391024127137815 33.500000000000007 1.0150953523475443 -0.058352947107604948 -0.064928544074479705 -0.19298335685538079 0.60346386475198421 37.500000000000007 0.19762959937237942 0.63922925573802247 0.13585095938792538 0.3281866632529985
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 13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.21000764380579662 0.034580947017387668 0.0045276597807932042 0.049708510012757438 0.12055853194068128 -0.00344455220723739 -0.014316501921724076 -0.024471203578629207 0.0081903411830404546 0.33416709454278903 0.65431992011866713 -0.01849173544236591 -0.024843211220907994 -0.082825066294854838 -0.08655105185708406
leaf_weight=4.995249465107916 282.48210821324028 3324.0311950476607 336.49272151989862 178.58143903012387 1607.2555830485653 2687.178200927563 3274.3478397236904 10052.409100726189 2.3340665511786929 2.5367833580821744 2.9069017404690385 34.015386452432722 167.07150992844254 3.272969932993874
leaf_count=24 1863 25055 4246 1532 11840 26555 60053 90893 17 22 94 611 975 41
internal_value=0 0.000978385 0.017668 0.0678822 0.00575706 -0.00109709 -0.0098626 0.00344294 -0.0531053 0.0368728 0.295042 -0.00179049 -0.0745521 0.0926151
internal_weight=0 21742.8 2404.81 461.064 1943.75 19338 6598.38 12739.6 217.133 41.7931 5.44369 36.3495 175.34 8.26822
internal_count=223821 222037 19481 3395 16086 202556 85108 117448 1784 744 116 628 1040 65
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=15
num_cat=0
split_feature=163 180 59 166 19 193 11 52 89 71 121 1 110 88
split_gain=83.7808 68.4864 103.02 96.7873 121.555 82.8759 71.456 60.6562 19.9816 22.6271 20.6413 18.8613 8.03051 7.23541
threshold=-0.19787563763446173 36.126506024096393 0.014126974444474007 -0.010655433011230097 -1.0000000180025095e-35 -0.041010142436979161 0.45589338032097965 0.72542803227566222 -0.041295584794203331 -0.017532838636057875 -0.10923211394801445 0.32615457009704663 -0.43851012006921436 0.58358967053814992
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 12 10 -10 -11 -1 -14
right_child=1 2 5 4 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.022624503751911964 -0.029257763166441627 -0.037966128270713342 0.029050085074013535 0.032642899756765167 -0.00034458538543710238 -0.0037314486489091157 0.0062766634623590391 0.049535781091100767 -0.10119467286577999 -0.054142227253367509 0.054570747583165671 -0.25376209833510144 -0.11975781272188345 0.07395174856487105
leaf_weight=4.6470038055122123 826.36497285647783 1348.2763817873638 893.29751579271397 2136.8032898618258 2340.6898126258166 5642.5425045065349 500.58667344387504 110.79950483608991 11.065077013481639 132.32864275254542 36.803896078228718 4.908885200507938 60.777655831523589 1.9914204358210543
leaf_count=345 17818 50224 8586 15733 26079 46387 4623 1033 1861 39682 672 40 10531 207
internal_value=0 0.000514845 -0.00514643 0.00928144 0.0153981 0.000749026 -0.0259872 -0.0199421 -0.0576097 -0.0406337 0.018565 -0.0612825 -0.104221 -0.113612
internal_weight=0 13799.4 8384.7 5414.66 4477.49 6535.84 1848.86 937.164 252.523 185.107 47.869 137.238 67.4161 62.7691
internal_count=223821 170483 109820 60663 41812 54973 54847 18851 53338 42255 2533 39722 11083 10738
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=15
num_cat=0
split_feature=76 20 107 155 65 23 16 106 160 98 63 127 82 92
split_gain=84.628 85.0201 125.657 107.984 98.5982 91.5252 88.6165 73.2704 64.1062 47.3015 23.3397 23.2377 8.65642 0.298101
threshold=-0.14255266259873761 0.044452450269526718 -0.21178005168320238 -0.016642086757830358 0.0082942160483347235 -0.06894990002113173 -0.32892835184664732 -0.042021385504749147 -0.26664611288276735 2.6050737923850353 0.041659762528908142 0.32475020220961776 0.4970848432633827 0.099478876694136492
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 12 11 -11 -10 13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.092946749547938745 0.038130808609430293 -0.018498001614681427 0.00043111916828157936 0.0235927906191063 -0.033590332615618147 -0.049239256173584323 0.0005208985572353386 -0.091328571285740345 -0.080532563516014982 0.29919384979766139 -0.034504445579424885 0.070720842924572314 0.2741280224994278 0.1341403662493223
leaf_weight=8.3994638388976437 229.64938263985096 338.02103026947589 4491.2976901165093 3647.7115179342218 1159.2983045883011 403.86069859474082 3144.2398235018482 233.5933055029891 242.85505234479206 5.1426996393129212 3.5378996869549155 10.60077120142523 4.0023258589208117 2.2213020026683798
leaf_count=90 2651 6381 61375 36434 10711 9753 58592 14906 21719 36 70 1079 16 8
internal_value=0 0.000877589 0.00606756 0.0108116 -0.0217319 -0.0111256 -0.00514303 -0.0482606 -0.0549778 -0.066345 0.16319 -0.0742064 0.148793 0.101562
internal_weight=0 13647.7 9527.96 8139.01 1388.95 4119.71 3548.1 571.614 276.76 262.136 8.6806 253.456 14.6231 10.6208
internal_count=223821 200803 111171 97809 13362 89632 68345 21287 23018 22904 106 22798 114 98
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=15
num_cat=0
split_feature=73 96 151 158 192 128 112 67 154 43 129 47 128 79
split_gain=97.1882 170.526 140.628 148.6 105.773 99.8313 75.3016 73.584 70.541 60.7166 51.4398 50.0924 37.9071 30.1833
threshold=0.82035400015361082 0.93542215263248596 -0.06788725351995685 -0.31656982923475246 15.402038686146776 -1.0000000180025095e-35 0.37290391417226698 0.48211532828938913 0.61271277559026427 1.111872479040706 1.0161916556968904 -0.029243148918541323 0.025563704917767788 1.7970374267811888
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 10 -1 7 -6 11 -8 13 -3 -12 -2
right_child=4 8 3 -5 6 -7 9 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0084543392813304242 -0.14155374250944047 0.029643812662317248 -0.050608863971309329 -0.0041322889947493033 -0.035247229871878456 0.021619456145872101 0.0033367329841868334 0.033280350747211682 0.056384688293139175 0.045396071909994277 0.13963034084167686 -0.047112030932543875 -0.029302645948998431 0.048322704107515872
leaf_weight=1605.2600752907747 62.020880656084046 91.188741869758815 795.59316212692647 5084.2088163357839 365.26073926128447 3533.4549812610494 467.48098445497453 274.41650179238059 77.162917378067505 1291.3359255921096 14.405487966956569 1258.0088949673809 170.44668747950345 9.6783478856086713
leaf_count=37547 155 543 7487 117114 1192 45523 1069 1078 669 5609 50 5305 443 37
internal_value=0 -0.0040713 0.000140352 -0.010421 0.0170035 0.0122248 0.0235313 -0.00584944 -0.036606 0.034217 -0.0440251 -0.0419243 -0.0161377 -0.115923
internal_weight=0 12444.9 11018.5 5879.8 2655.05 5138.72 2398.49 639.677 1426.36 1758.82 256.551 1349.2 184.852 71.6992
internal_count=223821 214188 207671 124601 9633 83070 8948 2270 6517 6678 685 5848 493 192
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=15
num_cat=0
split_feature=180 123 87 180 137 119 191 151 122 98 173 119 119 194
split_gain=60.3453 168.006 108.478 141.938 104.017 115.059 88.7796 87.8222 84.2745 76.3472 75.3503 67.3984 55.5747 53.1718
threshold=35.447791164658646 465.50000000000006 0.020119365902673516 39.935073627844723 -0.025999394510734273 -0.19090790307862612 -0.017283612556321579 0.046894433327202036 -0.37145866329449223 0.69870088132830455 -0.044695585823476575 -0.15415677254849244 -0.21966953973421519 -0.09271664296505365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 7 -6 -2 -3 9 -4 -10 -5 -1 -14
right_child=2 4 8 11 5 -7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.083374800287214265 0.056608047249802479 -0.074170600409021681 0.077711877962850451 -0.077199371251682747 0.074960992585956621 0.0011607714564773361 0.01781880625144527 0.008730243861124861 -0.014189916867524858 -0.097965717525958548 0.0035201422372911381 -0.0022176780390538993 0.1255100301634999 -0.05721437925218853
leaf_weight=30.634460591769312 885.44401559201651 322.15677690439043 210.10660112497862 134.9734229069436 227.28721091995249 2994.9291913154884 1768.6995586705161 211.79933773496305 3853.2207671676297 28.039059538394213 6380.5049243698595 1071.8635626042378 16.235641191247851 833.18605334169115
leaf_count=2211 23398 9477 1027 3887 1210 18226 21349 5433 23475 86 65108 20556 707 27671
internal_value=0 -0.00962199 0.00350292 0.0178303 -0.000407702 0.00636646 0.0307592 -0.0412871 -0.00177959 0.0570278 -0.00314808 -0.0106037 -0.0489495 -0.0537218
internal_weight=0 4636.23 14332.9 3860.98 3756.17 3222.22 2654.14 533.956 10471.9 238.146 10233.7 1206.84 880.056 849.422
internal_count=223821 64935 158886 69190 34346 19436 44747 14910 89696 1113 88583 24443 30589 28378
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=15
num_cat=0
split_feature=122 160 179 26 160 23 55 186 11 29 186 2 19 77
split_gain=61.3446 93.1864 98.1226 132.325 64.0897 123.283 76.3391 70.0323 71.5535 58.4704 51.695 25.0689 11.3916 10.2922
threshold=-0.30568416331203002 -0.40341581818908268 -0.20360904564396828 -0.043750773385780685 -0.14458834421331193 -0.08006078046956662 -0.003651729956337934 9.5000000000000018 0.47716600110864849 -0.16294179480064058 18.750000000000004 0.69917336530318364 0.6863493766638058 -0.10927206904241611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 -4 5 9 -7 11 -9 -2 -3 -6 13 -1
right_child=4 2 3 -5 7 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.46543021898676634 0.098378578074426598 0.14695253934650185 1.1476876013128112 0.21416782598709472 -0.079372980821911659 -0.0082526968601344623 -0.042202885137839985 0.0050687384382535955 -0.013714316029751934 0.01416951442111155 0.029764734495087167 0.1897760499670787 0.33967906853718727 -0.068501655771323638
leaf_weight=0.36311697214841743 98.113950610510074 49.105159612954594 1.6828230109531457 15.54385119472863 123.54840224795043 1645.2876978681888 1108.566587404639 15769.411040462321 2327.487289392855 516.64494506636402 161.26580186141655 3.5603075716644517 0.70189654873683949 62.598012075031875
leaf_count=22 1012 408 30 366 1129 26616 22657 134921 19882 8641 3108 17 14 4998
internal_value=0 0.0459927 0.0759081 0.305361 -0.000208843 -0.0128806 -0.0219194 0.00213347 0.002653 0.0276091 0.0571189 -0.0718341 -0.060956 -0.0654223
internal_weight=0 291.261 227.598 17.2267 21592.6 3368.61 2753.85 18224 18096.9 614.759 210.371 127.109 63.663 62.9611
internal_count=223821 8946 3912 396 214875 58926 49273 155949 154803 9653 3516 1146 5034 5020
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=195 195 188 11 133 183 45 121 157 83 34 176 26 67
split_gain=82.8422 143.157 77.1946 77.5048 56.4769 47.4594 50.4036 46.6284 27.6865 22.8995 21.0535 17.9337 7.57106 3.41706
threshold=0.15008793528703659 0.17208494560522256 1.594700752558327 -0.16567555196592404 0.15054381109389839 0.99317803728996901 0.37861555278047038 0.10926187784336146 0.29651888797674469 0.76491882392478239 0.22086754909388859 0.44426113305045639 0.013945514880845221 0.13393506508865058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 7 11 -7 10 -4 -9 -1 -2 13 -6
right_child=1 2 8 -5 12 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10409455809779805 -0.18225614790044586 -0.052531913625576125 -0.080191710805882027 0.0015921302587683936 -0.095010339559962104 -0.12981042941245627 0.024582207657519207 0.08937269852725728 0.075270712654998517 0.2355399900643228 0.11937638575932419 -0.39588143068111942 -0.10515778625296229 0.10727418165659526
leaf_weight=17.850845414533982 28.078680349281058 269.97540249284066 151.85086069177487 13225.162241194907 1.1982991825789242 55.876105090617784 34.01854515800369 150.96167620702181 12.390323521918615 11.537433145567773 5.5193171788705504 4.5692424029111853 20.54548015477485 2.7549999058246613
leaf_count=1150 266 60199 4075 155078 70 1179 266 830 57 35 60 26 522 8
internal_value=0 -0.00128532 -0.000319978 0.000509358 0.061945 -0.108888 -0.0713841 0.0807561 -0.0684637 0.0997506 -0.0513176 -0.212154 -0.0807725 0.045959
internal_weight=0 13781.9 13659.4 13495.1 210.368 122.543 89.8947 185.869 164.241 162.499 23.3702 32.6479 24.4988 3.9533
internal_count=223821 221146 219409 215277 2675 1737 1445 2075 4132 865 1210 292 600 78
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=156 170 155 136 97 1 135 73 175 166 66 28 186 154
split_gain=80.1949 74.4821 89.9786 89.6647 106.363 103.09 88.0034 46.4615 44.6987 26.2908 31.1608 25.9607 20.0121 14.697
threshold=3.5485979188730568 0.37088282464840799 -0.19927052272306384 0.08589821083428463 -0.048540257641254934 -0.29815989214567923 0.11928022074909352 -0.05171512937117418 0.91044323646722414 -0.02940164602002053 119.69468108196381 -0.040509476050407008 38.250000000000007 0.029521944999404109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 -1 -4 9 -3 11 -11 -2 13 -9
right_child=7 2 6 4 -6 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.028034616497234752 -0.028605549843961249 0.01589255691379516 -0.0022920825853394574 0.085659316515231787 -0.015666959962959883 -0.00055280322715288985 0.062228980282184813 -0.072930671504968167 -0.050173182791842331 -0.065038975191851853 0.20842280815266176 0.032501749969505715 0.058478157076653506 -0.0380406244842285
leaf_weight=1600.103717307793 107.78938102675602 216.92457446688786 317.23529750859598 106.41281814064132 3914.1426991300832 5959.9242220073065 633.62115337411524 205.78161414993519 193.99511869120761 83.287966887059156 4.3863660597708067 195.83544704859378 16.80917876563035 292.12001803037128
leaf_count=15754 3102 2536 2741 943 37487 66846 6915 28163 8601 26748 287 2418 463 20817
internal_value=0 0.00168229 0.0238046 -0.000919111 -0.0129851 0.00549781 0.0407027 -0.0290928 -0.0152971 -0.00312069 -0.0513576 0.0108081 -0.0488376 -0.0524606
internal_weight=0 12942.4 1361.78 11580.6 4020.56 7560.03 950.856 906.01 410.92 391.299 87.6743 303.625 514.711 497.902
internal_count=223821 141823 20793 121030 38430 82600 9656 81998 11137 32555 27035 5520 49443 48980
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=118 190 186 133 99 116 190 52 178 195 20 152 4 185
split_gain=91.0211 88.3782 104.351 120.743 77.9712 78.9314 59.7391 52.0433 62.127 56.5613 40.8944 41.021 30.5162 26.687
threshold=0.76053982825910793 -0.035634743875279151 45.750000000000007 0.53760415764799296 0.68035452077775094 -0.04429800550217549 0.58823529411764663 0.33527754530517234 -0.16449001396169896 0.22556776687669763 0.7093000587281123 -0.16626259893384338 -0.040266363123127299 -0.15875531538414064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 10 -9 -10 11 -2 -12 -6
right_child=7 2 6 -5 13 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.0011890421453653859 0.049952120952749382 -0.00053731052448841769 -0.053521174292846932 0.039841160256598063 -0.19521063884589995 -0.062157774494059514 -0.010724722915193052 0.43080090057925524 0.1252270024555503 -0.025383767442674406 0.23039531052224424 0.013206339163876459 0.069035285795751689 0.047354997606415622
leaf_weight=324.34917623044748 435.79781005423865 9831.6100066941144 517.33448251904338 800.88996134488843 4.6942641753703347 614.89589027347392 882.68603357532993 3.1450395502033635 26.70758006721735 375.66698066145182 13.93544148589717 1003.0372861484939 73.731411236105487 134.24261710233986
leaf_count=36221 2642 114014 2192 7119 26 49946 2835 17 57 1667 91 5672 337 985
internal_value=0 -0.00333275 -0.000875058 0.00250419 -0.0307606 -0.0411035 -0.0265388 0.0199168 -0.0119265 -0.015387 0.0283761 0.024336 0.0946849 0.0391594
internal_weight=0 13110.7 12032.5 10632.5 1078.18 939.245 1400.02 1932.02 405.52 402.375 1526.5 1438.84 87.6669 138.937
internal_count=223821 213338 126160 121133 87178 86167 5027 10483 1741 1724 8742 8314 428 1011
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=15
num_cat=0
split_feature=106 41 92 27 113 99 71 148 106 182 181 56 154 127
split_gain=61.2891 71.3297 79.0299 129.736 116.335 70.5186 64.7153 52.2257 51.9619 53.6375 42.8484 39.7344 29.1043 24.0223
threshold=-0.43116639534363271 -0.13022331420803027 0.16809356862225958 0.41531020125439161 0.030468180597772822 0.21829841270807526 0.19867437200937638 0.17732343409041065 0.074403493056879946 1.3202803922547044 1.0994289561846549 -0.21475835130486268 -0.29165634378727223 -0.038149552734986068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 4 -4 -3 7 -7 10 9 -2 -1 -8 -9 -10
right_child=1 2 3 -5 -6 6 11 12 13 -11 -12 -13 -14 -15
leaf_value=0.10325363698549826 -0.06998713499950715 -0.0087377545391533334 -0.021587815482403204 0.0046266297833432012 0.013339641714462553 0.47776301693681167 0.085939122347954561 0.26012711718497322 0.19967975918661199 0.10298430071017639 -0.026858479896485501 -0.051857019064127742 -0.087128219417499292 -0.11063465974014869
leaf_weight=198.05169302399736 266.39118465781212 3618.0036588415969 3520.8359446456307 4070.5952661150368 7013.7587730826926 2.5916717424988738 25.63219297863543 2.6552788019180324 11.688710135873405 19.221041098237038 29.018948936834931 113.98133777780458 26.513589737238362 3.17153409437742
leaf_count=388 4877 111805 22210 22248 60739 4 79 2 61 23 58 1132 121 74
internal_value=0 -0.000534861 0.000261962 -0.00753139 0.00582667 0.0391047 -0.0173673 0.070445 -0.048861 -0.0583466 0.0866257 -0.0265585 -0.0555171 0.133451
internal_weight=0 18523.7 18223.2 7591.43 10631.8 398.445 142.205 256.24 300.472 285.612 227.071 139.614 29.1689 14.8602
internal_count=223821 222037 217002 44458 172544 1784 1215 569 5035 4900 446 1211 123 135
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=15
num_cat=0
split_feature=190 19 193 108 115 187 169 127 82 182 154 122 143 14
split_gain=57.3385 66.402 62.0887 90.5192 68.41 60.0167 64.643 55.2802 34.0246 31.5433 26.3137 11.4913 8.41522 8.21997
threshold=0.69678787756844207 0.3248439565048078 -0.063018889894918204 1.2534261855891138 -0.05276755735019608 0.0081041682389237594 0.77229873877976574 0.51832983549449019 -0.064446862456276413 -0.12940259878825366 -0.16738489373055049 -0.043812126970673736 -0.0054722768185363237 0.082375460045388912
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 13 -2
right_child=8 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.082853628422951298 -0.10788388440564559 0.028899891234425851 -0.011100670499381512 -0.027802039401510228 0.0045192087218738899 0.008021860080329405 0.22319332590408225 -0.061322279057275032 0.073552279102252302 -0.043603239847507802 -0.010132573915382932 0.33511376178484542 -0.088942547408613251 -0.30134714323908712
leaf_weight=78.532804600894451 4.5112039032392186 1304.4952346179052 3592.495150091534 1260.0367002770072 12773.610651946394 1366.8756467666244 17.351768721826375 125.51754817640176 3.5146504527656361 313.09091425593942 940.31931294966489 3.2171200178563586 26.095064411172643 4.2797199860215187
leaf_count=660 34 25063 58592 12499 99311 13771 175 720 25 3920 8759 18 262 12
internal_value=0 0.00166496 -0.000603081 -0.02131 0.00109052 0.0159334 0.0314504 0.00218968 -0.0200307 -0.0173338 -0.0184933 0.198553 -0.117449 -0.202068
internal_weight=0 20518.9 17704.7 1338.57 16366.1 2814.24 1321.85 1492.39 1295.03 1260.14 1253.41 6.73177 34.886 8.79092
internal_count=223821 210791 171062 13159 157903 39729 25238 14491 13030 12722 12679 43 308 46
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=118 129 169 174 60 178 95 159 129 142 177 62 114 96
split_gain=68.7231 93.8445 89.4226 74.3425 138.082 68.4944 73.3594 62.5859 61.4087 56.4766 51.5363 45.5049 37.3882 32.082
threshold=-0.046529845028861115 1.0174128319091829 0.050578721110825169 0.42179208325864898 0.26402474586528007 0.10384307202894132 0.003137187386352846 0.45468641095532863 1.0114259488953881 1.6648995319429394 0.94207648057788729 -0.010652693911056813 16.045394755610623 -0.0076743497972400496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 12 -7 11 13 -5 -10 -3 -2 -4
right_child=2 7 8 9 -6 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.013632145234002694 -0.057276202129525493 -0.0077691816752271424 -0.22616270203291006 0.04511264499183195 -0.059158706994083578 0.013843985691049355 -0.05642125519915181 0.026561983987214745 0.0026907348106155835 -0.13955228419101298 -0.026425048241459359 -0.053712592147473884 0.020583767828032951 -0.059374004360847721
leaf_weight=3593.5062295442476 669.40968072365649 429.16450612353947 14.015390065615064 812.15459703881061 280.9831945913902 507.94999340223148 210.0197391929687 243.51294950165902 5930.7609367454716 16.906240126234479 677.36696346534882 433.1797936475341 67.933429846394574 65.102688176877564
leaf_count=48845 67456 10671 163 12245 6940 2917 3377 3237 51451 274 6191 8340 1175 539
internal_value=0 0.00800606 -0.00623108 0.0141688 0.00835325 -0.0286952 -0.00670993 -0.018206 -0.00134233 0.041347 -0.000293782 -0.0308478 -0.0501028 -0.0889198
internal_weight=0 5809.41 8142.56 4703.55 3874.49 1455.31 717.97 1105.86 6687.25 829.061 6608.13 862.344 737.343 79.1181
internal_count=223821 90552 133269 68304 55785 74925 6294 22248 58344 12519 57642 19011 68631 702
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=139 132 130 26 34 125 163 173 163 115 170 115 6 13
split_gain=72.5547 72.0981 97.7464 89.182 94.4903 70.3411 54.0643 53.681 7.76243 12.0005 8.1809 7.233 4.01768 3.76656
threshold=-0.18484690200112128 0.074074137435584872 -0.2619500230321356 -0.048646179678837102 -0.0097167567756564471 -0.27736221050333593 -0.3746349472382699 -0.092645162916924886 -0.23377589514786176 0.58608282558210945 -0.17570819466373358 -0.28230281281555131 0.22189636569148263 0.127143189994017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -5 -4 -3 -2 9 12 13 -12 -1 -10
right_child=1 3 5 4 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.10715555960944785 0.068330497795354286 0.018726897999935134 -0.060075637348368384 -0.0077587128576831997 0.014383849190030901 0.018184344051665895 -0.042646319260356523 -0.09934573099575672 0.13093201083460071 0.32516528043417359 0.12246870262763206 -0.073833831410958686 -0.05576781812509779 -0.081489275355820456
leaf_weight=1.9812789708375911 22.992029446759261 173.33835930889472 118.79108010453638 6051.5790902256849 2827.7671917751431 3461.4537325211859 834.75253134587547 112.59394429752138 2.9591454714536658 1.1652023538481433 1.8986148066469457 164.95049682934768 6.4120424231514335 1.1627228859870227
leaf_count=11 358 2671 1106 57717 42144 43750 15760 2117 12 15 172 57451 164 373
internal_value=0 0.000555883 0.0124314 -0.00390711 -0.000707066 0.0155877 -0.0320934 -0.070912 -0.0632589 0.0244392 -0.0681619 -0.0716001 -0.0173091 0.0710109
internal_weight=0 13603.3 3715.83 9887.44 8879.35 3580.24 1008.09 135.586 180.53 9.55852 170.971 166.849 8.39332 4.12187
internal_count=223821 165623 47331 118292 99861 44856 18431 2475 58198 190 58008 57623 175 385
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=112 173 163 77 137 142 90 186 181 108 136 67 89 14
split_gain=83.2585 142.042 117.608 116.709 153.802 124.45 109.787 100.425 98.3052 95.2728 99.5327 46.5027 101.526 34.3766
threshold=0.33872570942749691 -0.085556972714717475 -0.33450638240670516 0.2194877204482536 0.12607543738031454 -0.0056100669554815128 0.11007454952132686 15.250000000000002 0.009898053683708016 1.8488275276998307 0.095183176187239329 0.012579667786951862 -0.055935000459445723 -0.12680633050891985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 5 -5 -4 8 -8 -3 10 -2 -1 -13 -11
right_child=2 6 3 4 -6 -7 7 -9 -10 13 -12 12 -14 -15
leaf_value=-0.064986916005081816 0.016530064096753571 -0.028614307836980331 0.067340238572470582 -0.045508199439858746 0.0036374614037759331 0.0068153103659717735 0.10444557690641254 -0.016404482127768957 0.017175543734548195 -0.074053442244403508 0.098041142430384684 0.84509632780913047 0.02255021187558497 0.14278741696620251
leaf_weight=485.7521331623866 275.40823497000383 561.43751762785541 516.00844013810274 764.28347611636855 3817.1815932735335 994.40900605905335 69.90275761927478 4213.9173392366793 2843.2053013505938 75.480227897933219 328.48553546145558 1.6093049095652556 22.208127499499824 8.0951703023165447
leaf_count=39300 3032 81464 4586 4516 16351 3922 149 26289 41603 712 1021 123 637 116
internal_value=0 -0.00716811 0.00781092 0.00338631 -0.00456105 0.0274926 -0.00377938 -0.0144325 0.00962464 0.0470187 0.0608677 -0.0582977 0.0781283 -0.0530501
internal_weight=0 8198.03 6779.35 6091.88 4581.47 1510.42 7688.46 4283.82 3404.64 687.469 603.894 509.57 23.8174 83.5754
internal_count=223821 189565 34256 29375 20867 8508 149505 26438 123067 4881 4053 40060 760 828
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=15
num_cat=0
split_feature=194 182 1 45 4 158 158 110 194 194 65 121 193 102
split_gain=61.5107 139.036 126.882 123.544 116.737 115.295 94.1435 101.834 92.9963 91.3768 87.046 72.2217 67.5247 36.5145
threshold=-0.00030334663449294621 -0.0015705613813658309 -0.27887939452421223 -0.018840674153349574 0.047907873423108017 -0.22808463920990021 0.0072850333969170121 0.35540204619865606 0.055829932549895267 0.063479517191917842 0.0008173402604979347 -0.14031797467209492 0.31433365770908511 0.10915172175915512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 10 11 7 -3 -8 -4 -1 -5 -7 -2
right_child=1 6 9 5 -6 12 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.017098358491805139 0.10982878872741629 -0.0114822117815273 0.075412187700808112 -0.10534620391360179 -0.072553076282416029 -0.066270274113307034 -0.038356308640668496 0.0070016695699789307 0.030740251152161592 -0.10219296991219824 0.018918023198401364 0.020331300209387723 0.042026401747407544 -0.047582316753306986
leaf_weight=1057.8274867263681 16.33274597954005 5919.254159407632 567.94393598643364 51.92912100860849 203.81124788511079 772.41559125159984 221.95165416054078 6003.8686053247657 1591.3069793415489 30.525406878092326 1835.236701055197 382.71501592546701 62.211990376643371 150.78625411144458
leaf_count=33287 122 46179 8798 552 3242 59660 15467 22650 17342 501 10525 2071 1885 1540
internal_value=0 0.00336536 0.0448406 -0.0101733 0.000595698 -0.0364485 0.00105376 -0.00217468 0.0222825 0.0663533 0.0057489 0.00531598 -0.058198 -0.0321983
internal_weight=0 14502 765.588 4366.15 3096.88 1269.27 13736.4 11923.1 1813.26 598.469 2893.06 434.644 834.628 167.119
internal_count=223821 112599 10961 111222 47054 64168 101638 68829 32809 9299 43812 2623 61545 1662
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=13
num_cat=0
split_feature=157 57 19 12 74 88 21 62 13 129 154 11
split_gain=62.3339 61.3005 68.9755 68.9231 69.8636 68.0963 55.0964 44.3723 4.52357 2.87933 6.20515 2.60705
threshold=-0.49176382482268366 4.871651285704746 -0.051776250010672896 1.9863550377123029 -0.012770038322317188 1.5400592755441453 0.20497223936986494 -0.16863595593034442 0.21406122066504865 1.0093717964324578 0.48737053438122774 -0.35806460131329704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 7 -5 -3 -4 -2 9 10 -1 -11
right_child=1 2 6 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.081511068768363767 0.16098250023417701 -0.011574269812914241 4.6600564788677036e-05 0.00095500870087845708 0.030511735303860612 0.085525069229868508 0.020738870873180625 -0.013478015972341035 0.077335530036111599 -0.032960958906221277 0.26737975942951675 -0.082032654940508723
leaf_weight=1.5030407564481714 14.788121715246232 6043.081304177118 9667.0114870316465 1350.3721818718477 1961.1676722160773 73.099235406145453 1484.3755567248445 1029.3021880442975 1.993464471772312 12.114855302439535 0.77139385044574726 101.80438237520866
leaf_count=155 537 68421 82216 19307 16870 849 11021 15702 12 2504 3 6224
internal_value=0 0.000794436 -0.00187969 0.0113958 0.0184592 -0.0104138 0.00280098 -0.011007 -0.0720273 -0.0745898 0.0368182 -0.0768141
internal_weight=0 21623.2 17267.6 4355.63 3311.54 6116.18 11151.4 1044.09 118.187 116.194 2.27443 113.919
internal_count=223821 214923 162507 52416 36177 69270 93237 16239 8898 8886 158 8728
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=70 103 44 112 76 154 76 143 174 196 181 74 109 126
split_gain=70.2611 120.612 106.807 134.161 95.4505 83.3075 100.116 83.9377 83.0979 77.4527 143.22 73.0362 64.8243 63.0412
threshold=-0.030657728127294944 -0.031124871559332898 0.1332942695524803 -0.021839563892589033 -0.058676834586059975 -0.22637429797707351 -0.10637555679800524 0.29557008105743277 0.88497040448608122 -0.027523340427407495 -0.055055406565185559 -0.13309374243362723 -0.16039323771054814 0.81202679510512077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 -3 5 6 -1 -7 -4 10 -2 -11 -6 -14
right_child=1 2 8 -5 12 7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=0.031042772649733583 -0.047946911710196549 -0.002114409342894604 0.012886275761497784 -0.05528823461245036 0.037797319383662674 -0.004262446859937377 -0.030454549751040439 -0.059185654719635189 -0.025177150865178723 -0.097928159589364516 -0.24663570500120346 -0.010099380195857476 -0.23303625105685613 0.0017699690054533393
leaf_weight=1281.3260928459931 140.48736360677867 1337.1485880208347 3544.6798286722624 735.48172684364545 1359.7497296042347 2957.5779744780011 333.65536584917572 307.15422746806871 684.27425453223987 116.11597098109632 48.909345729174674 512.909000034786 11.691501066656199 519.52124802205071
leaf_count=12549 5286 13483 26001 71745 17810 24249 4894 3141 6468 7617 1236 13528 106 15708
internal_value=0 -0.00707737 -0.00238688 -0.0209834 0.00715126 -0.000239984 0.0183374 -0.00942976 0.00672735 -0.0431927 -0.0992558 -0.0263123 0.0262247 -0.0033979
internal_weight=0 7120.01 6301.58 2072.63 6770.68 4879.71 1614.98 3264.73 4228.95 818.422 189.397 629.025 1890.96 531.213
internal_count=223821 145364 117697 85228 78457 44833 17443 27390 32469 27667 6522 21145 33624 15814
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=44 107 29 65 13 191 115 132 32 27 49 160 24 10
split_gain=73.4981 84.989 126.972 158.454 145.629 98.8505 101.262 73.1391 71.9377 68.8254 88.8866 66.9804 34.2514 21.9699
threshold=-0.12613775151830398 -0.055290351322549745 0.12564948342173701 0.0097992382110680034 -0.2102194933720922 -0.035087719298245494 0.048954036612832409 0.056084934191356024 -0.019418901082008996 -0.045534289577388858 -0.20021758928543415 -0.37349005919553052 0.95809477547106314 -0.079423397990899439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 8 -7 12 -3 11 -11 -9 13 -1
right_child=1 5 3 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.073020034777382739 0.019427527196836727 -0.049662037507127291 -0.18102727829113152 -0.025700723829403124 -0.020610833046984221 0.025389009180352917 -0.0081498364240728625 0.032215751114876783 -0.0026101729131375456 -0.045958703316413663 0.028395745022477138 -0.056009080553067025 -0.20348426660002886 0.35859348392710322
leaf_weight=214.72934989456553 1851.7962235892192 443.49299146592966 67.683687899028882 2215.0410246227984 1783.2505584652536 2618.0040786160971 1372.0046729905298 127.91285588871688 1215.5621427537408 181.88478796850541 1385.3706445071148 262.9556569508859 4.4555417615920296 2.7281930770841418
leaf_count=4713 13612 20006 245 28705 23068 35085 40814 2795 39334 1146 10866 3309 4 119
internal_value=0 -0.00344691 -0.0118219 -0.0303062 -0.000214154 0.00532643 0.0138563 0.0165702 -0.0151879 0.010404 0.0197667 -0.0271372 0.0709792 0.0766028
internal_weight=0 11566.8 5917.77 2282.72 3635.05 5649.06 3990.01 2180.04 1659.06 1958.12 1567.26 390.869 221.913 217.458
internal_count=223821 200869 65630 28950 36680 135239 75899 22952 59340 18116 12012 6104 4836 4832
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=97 96 103 130 169 168 156 100 87 103 169 14 73 134
split_gain=83.0767 98.7561 93.2587 97.55 87.5433 70.2162 63.3214 55.4068 13.5413 7.88259 7.16178 8.53894 2.76299 1.61272
threshold=-0.020668855065295179 -0.0021003085997188353 0.056265598167172179 -0.40028833549035636 2.6134189965103141 15.794385912653295 20.896995272928908 -0.029416237291848699 0.14916679351986364 -0.15794133892460457 1.007461361909147 0.64619196369435794 0.3004573299980971 -0.044950547011978197
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 10 -10 12 -12 -1 -11
right_child=1 2 3 -5 -6 6 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.081457339650100311 -0.042801654082621383 -0.033942225055152798 0.054937285106401029 -0.0007206412770334455 0.073762824038098168 0.077451020275178709 0.74284164661206098 0.02794995794970595 -0.10938991573033302 0.025018824360855375 -0.0858463605165177 0.1808748474744705 0.01229788868944365 0.11901005828066587
leaf_weight=156.87601212486334 130.78331728675403 1229.1067164493434 323.34847691172035 12053.003028780891 80.402571070939302 204.94665390602313 1.440250965009908 720.2624227017368 2.6941771327983579 2.7368950033560386 2.459145647706463 2.344766266644001 3.2075897986069313 5.4819812946952871
leaf_count=61953 16128 42376 4252 66791 208 6126 59 24988 27 25 202 30 625 31
internal_value=0 0.000323324 -0.00195164 0.000733495 -0.0273292 0.0297672 0.0820944 0.0170773 -0.0688285 0.0390513 -0.0759685 0.044339 -0.0795788 0.0877109
internal_weight=0 14743.3 13685.9 12376.4 1309.51 1057.43 206.387 851.046 175.801 10.9131 164.888 4.80391 160.084 8.21888
internal_count=223821 160928 113627 71043 42584 47301 6185 41116 62893 83 62810 232 62578 56
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=15
num_cat=0
split_feature=122 9 35 68 106 68 76 102 82 64 143 20 85 154
split_gain=57.3946 88.5736 84.0333 58.3407 161.989 161.759 126.05 107.754 84.4063 72.3422 53.8884 40.4515 39.2062 13.933
threshold=-0.39698452161470005 -0.39086735696130848 -0.011405101334954634 -0.097446925912865037 -0.3142285943685667 -0.07243764282400196 -0.069050187224057466 0.18079367558124634 0.25138683722502592 1.0285102576677045 -0.020519296479550846 -0.11986435891783868 1.2101730776717756 -0.30975721924610139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 4 9 7 -6 -5 -7 -2 -3 13 -13 -1
right_child=3 2 -4 5 6 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.1090631832889844 0.041874334183504711 -0.0027945554215851485 -0.10612004951020937 0.065573176604286534 0.13724394753963634 0.0048595549714732945 -0.037723422720618169 0.012773557282995979 -0.010377458183725399 -0.1219030930907567 0.1534273323941161 0.049680699410341526 -0.097452065201492188 -0.095414666358548172
leaf_weight=3.5784532926045349 475.13048654689919 27.547169034834951 18.196939651155844 576.16008843921009 42.353968889743555 8067.1475715575216 1478.5523030131881 1174.3122672648169 6618.1836264100275 28.593217758461833 111.26978104561567 102.38246345939115 22.002918215468526 48.454679149668664
leaf_count=7 1669 304 211 6186 965 143097 20714 9351 38987 156 236 1014 81 843
internal_value=0 0.0413067 0.0959392 -0.000555211 -0.0165724 0.00141786 -0.032851 0.0301523 -0.00200725 0.0325777 0.122426 -0.00731673 0.0236539 -0.0813522
internal_weight=0 333.432 157.014 18460.4 2024.63 16435.8 1520.91 1750.47 14685.3 503.724 138.817 176.419 124.385 52.0331
internal_count=223821 2696 751 221125 23504 197621 21679 15537 182084 1825 540 1945 1095 850
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=15
num_cat=0
split_feature=95 185 5 11 28 59 151 153 133 182 1 52 131 127
split_gain=64.0779 56.2274 55.3532 66.2887 36.582 35.9559 34.9257 31.0419 26.2203 23.7733 29.9593 27.2832 16.2346 7.98362
threshold=-0.11177436050458354 2.1250261550606053 2.6057570957479448 0.47716600110864849 -0.12341767090814253 -0.28961651555770845 -0.2243429051499897 0.049288802020209958 0.019982370102163759 -0.019714483198450174 0.13068951519398178 0.15415237248493588 0.25402993806454949 -0.20202306636678599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 7 -4 -3 -7 11 -11 -1 13 -6
right_child=1 5 6 -5 12 8 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.01467589093385363 0.0027691537228831872 0.51091679459315664 -0.029440395461973076 -0.016346881331227234 -0.10211390507365488 0.59901812223296103 0.065027603457707847 0.0075017194621825661 -0.071389660771372737 -0.070681604168089898 0.060727746832343325 -0.085410917505337025 -0.23302737227566983 -0.03220316317795175
leaf_weight=42.098331396206049 18941.790838787128 1.9763847207650531 48.065415195655078 2006.1526673967019 64.738691948587075 0.58572951331734557 210.6594010067638 3.2213637083768845 146.10593608970521 25.120142207422759 56.08225251478143 77.146474577020854 8.0397002229001355 21.847170198510867
leaf_count=891 198951 25 625 16351 735 7 1734 37 2565 281 674 566 16 363
internal_value=0 0.001072 0.00150622 0.00093844 -0.0458492 -0.0595542 0.0474775 0.19892 -0.0687128 -0.0216571 0.020076 -0.0500761 -0.0970957 -0.0844742
internal_weight=0 21358.6 21206.7 20947.9 295.073 151.889 258.725 5.19775 146.692 200.447 81.2024 119.245 94.6256 86.5859
internal_count=223821 220295 217661 215302 3526 2634 2359 62 2572 2412 955 1457 1114 1098
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=152 130 140 1 19 46 12 124 59 103 157 36 174 53
split_gain=68.8704 75.0198 65.9172 59.0619 56.7601 76.0088 66.2013 51.4139 52.8705 42.6743 42.3656 37.8339 37.4674 32.1592
threshold=-0.19874704327362944 -0.51904439880029762 0.41340426338851682 0.014031555764398544 0.025049781917276557 0.037301955235326291 2.8096845068934249 -0.32891930338701098 0.83808674214513201 -0.40540376522556049 -0.51216294949709973 19.14970491068776 0.39916062610145636 0.8513028154074872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 6 11 12 -2 -9 -8 -7 -6 -1 -4
right_child=1 2 13 -5 5 10 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.088984600354644089 0.078633037479444903 0.017291516085972358 -0.064953035915012433 -0.0014395345842827352 -0.075960650432589136 0.11663266575003871 -0.32848139515938057 0.028576794337837476 -0.097713455648874153 -0.012889640625087032 0.016552519353774376 0.040034416338224549 -0.030097221394639696 0.061202516355251903
leaf_weight=219.32808905110141 203.11599687254056 2092.9187718539251 203.1064561057683 8602.8560668098362 134.01930637047917 46.069489850153332 4.3007323261117554 333.74717844015686 36.804880246520042 1145.3700433355698 516.64255813487398 35.585422891992494 212.94998767224024 22.438974689575844
leaf_count=17706 3192 57761 23647 89972 8164 318 76 4287 596 11469 3381 442 2579 231
internal_value=0 0.00294905 0.00109754 0.0022257 -0.0159587 0.00705896 -0.0266141 0.0381976 0.0160331 -0.0140702 0.0247461 -0.0516233 -0.0599753 -0.0524021
internal_weight=0 11495 10921.3 10695.8 2314.27 732.317 1581.95 573.668 370.552 1149.67 562.712 169.605 432.278 225.545
internal_count=223821 179686 171611 147733 44135 12305 31830 8075 4883 11545 3699 8606 20285 23878
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=15
num_cat=0
split_feature=76 74 90 13 145 185 175 130 27 108 166 184 67 2
split_gain=68.7311 70.9681 164.676 103.728 69.1647 66.5649 56.8838 49.7607 56.729 38.1477 26.0937 21.5035 13.3303 8.98129
threshold=-0.12987315617598791 0.62414035224573994 0.74583802079574535 -0.34116273898032107 -0.22664265868272973 0.23133414081954282 0.28119280168552357 0.33503724801063622 0.16048384750004363 1.8699683451948523 -0.37384289530038478 1.4636373746662132 0.40898235345287676 0.034217748665678387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 -4 9 11 -9 -3 -8 -6 13 -1
right_child=1 6 5 -5 7 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=0.11162967581034876 0.019605993975523917 0.010730717456764301 -0.011242996538905391 -0.0039573126326553076 -0.077456738240720524 0.085350006606805306 0.0026599046888838187 -0.02887509314205863 0.36339983454678615 0.17833770538699498 -0.04490980993800936 0.11019824881883972 0.34918830572284648 -0.091545607481915051
leaf_weight=20.113605006132282 2318.9823256939417 183.49274107877864 91.143833629001165 9610.8245185930864 251.73143748557777 328.40205218474148 139.46058632340282 10.605879508686487 5.6507801599800578 14.664807564578949 665.93561084166868 6.2582556675188235 2.1693447269499293 2.4395803068764499
leaf_count=170 19885 1069 1614 154284 24120 3440 631 1131 77 125 17091 118 11 55
internal_value=0 0.00071037 0.00278859 0.000623054 -0.0477707 0.0643658 -0.0248634 -0.062212 0.107479 0.0231346 -0.0366727 -0.0729046 0.112426 0.0896522
internal_weight=0 13352.9 12349.4 11929.8 298.969 419.546 1003.55 274.246 16.2567 198.158 805.396 257.99 24.7225 22.5532
internal_count=223821 198139 179223 174169 25682 5054 18916 25446 1208 1194 17722 24238 236 225
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=15
num_cat=0
split_feature=118 73 157 156 146 179 80 157 4 130 19 112 148 80
split_gain=79.7912 118.342 143.766 147.978 123.393 151.905 133.775 65.601 126.08 73.9761 72.0237 71.2933 71.1708 41.0427
threshold=0.31432145170230991 0.14878082032734405 -0.17355891806183951 1.7169231425939444 -0.3142672231339993 -0.072832944335450608 0.20697841313587823 -0.076064735338837189 0.17724513141688389 -0.34821327604012797 -0.23065997995649395 0.088727709645383318 -0.86108726436760008 -0.087100821637422596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 -3 -6 9 11 -2 -10 -9 -11 -1
right_child=7 4 3 -5 6 -7 -8 8 10 12 -12 -13 -14 -15
leaf_value=0.2200820136302887 0.089619672392027672 0.022537071137994507 0.026505895186812983 -0.043713493852343036 0.014981825693360852 0.16740482747435059 -0.013610901634659818 0.013609260093123542 0.049683527769335045 0.043478821615386722 -0.01920744364801889 0.071829117512163462 -0.0054334534503840118 -0.073843468418685373
leaf_weight=4.7921019296045406 93.110748790437356 457.10937732583261 580.7902410657116 621.00343121710466 2474.0828327930358 85.99923343770206 4832.2031197611068 327.47291594342096 199.42668789206073 329.20198098372202 634.89077173534315 587.99673262325814 3087.7766322753159 550.41132108790043
leaf_count=174 885 2475 10271 90675 22862 367 22386 8135 1315 1327 4090 3654 18206 36999
internal_value=0 -0.0057615 -0.0292212 -0.0097786 -0.000510329 0.0454763 -0.00392872 0.00956032 0.0253777 0.00167534 -0.00274045 0.0510033 -0.000721098 -0.0713065
internal_weight=0 9606.39 1757 1201.79 7849.39 543.109 7306.29 5259.88 1749.79 3510.09 834.317 915.47 3416.98 555.203
internal_count=223821 186209 138119 100946 48090 2842 45248 37612 17194 20418 5405 11789 19533 37173
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=155 53 95 93 106 34 169 158 77 14 143 131 20 34
split_gain=57.1319 145.466 145.894 112.336 96.058 131.501 107.142 101.25 179.522 177.696 94.6944 88.8972 78.4181 124.982
threshold=-0.016642086757830358 -0.0007593615351677536 0.15327780954589834 -0.0039383207213493582 -0.20534569490853125 -0.081804868589278587 -0.080301638887876295 -0.35109068328104948 0.35712365075770464 -0.42021045328340295 0.062654221260705509 -0.29794707508009416 -0.040173643843193566 0.071263761238108556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 11 -7 8 -2 -9 -4 -6 13 -3
right_child=4 12 10 -5 5 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0058669617035819752 -0.071169364877655558 -0.014944430434253012 -0.019736708934803639 0.051313579699514722 0.052223965403438377 0.010570062515804134 -0.018921210379073568 -0.1452608134834181 0.051679948504101986 0.002142171369737694 0.036796054564031094 -0.065914330196280402 -0.019856260334724887 0.019818970179877892
leaf_weight=437.12413629039656 137.92321622441523 1879.572701996949 985.97832452086732 1605.4411331202136 70.920019592216704 1998.9751369338774 3210.2763390051841 85.058701347094029 864.7978640939109 2123.7874347905745 423.58565157512203 625.24541148147546 2009.3993620309921 2299.3880506864516
leaf_count=7296 1820 14528 4657 6878 765 32673 58032 382 2987 11266 1970 9643 30253 40671
internal_value=0 0.00555219 0.0219988 0.0390765 -0.0054899 -0.0130595 -0.00760436 0.0084291 0.0347822 -0.00353405 -0.00274815 -0.0538793 -0.00362241 0.00418342
internal_weight=0 9640.49 3452.13 2042.57 9116.98 5905.42 5209.25 3211.57 1002.72 2208.85 1409.56 696.165 6188.36 4178.96
internal_count=223821 106253 20801 14174 117568 101113 90705 16455 4807 11648 6627 10408 85452 55199
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=77 76 91 139 195 152 91 50 191 27 193 110 169 41
split_gain=52.7238 67.2989 115.348 91.9613 78.8347 68.4248 68.2978 37.6515 34.3992 54.9802 34.1947 25.4754 33.2879 16.0546
threshold=-0.35914641964089722 -0.15001028032457478 0.0098703091675958459 -0.40244293875561271 0.44273745964585082 -0.058352947107604948 0.024211576115543441 0.60346386475198421 -0.12072434607645892 0.098857823230335887 -0.044727609283388585 -0.60880729337176442 0.31914260626612745 -0.00066488193849844311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 10 -2 -5 -4 11 -9 -10 -3 12 -1 -13
right_child=1 3 6 5 -6 -7 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.34744097191684781 0.054007372620617278 -0.083881105757330779 -0.015481941970031757 -0.0083846324350723145 -0.017630167617657105 0.0044417424900978402 0.038113278258697023 -0.079527395854231284 0.38011883963712684 0.028363306518361366 -0.026228842147728151 0.11946400243390576 -0.085706922666146837 -0.085148387723565255
leaf_weight=3.2791620809584847 872.93171494407579 150.09443877846934 1011.5269374737982 6289.3767995922535 186.42191281565465 12279.759511048906 310.83270471310243 16.171271063853055 5.7159313089214292 19.960684939753264 327.04202027106658 3.9336180537939063 3.8660155083052814 152.56937988009304
leaf_count=16 6650 1540 8245 83200 1487 114453 3099 241 165 338 3363 15 71 938
internal_value=0 0.000965371 0.0168133 -0.0010164 0.0414008 9.74422e-05 -0.0028839 -0.0499295 0.0347168 0.106668 -0.0443647 -0.0715751 0.113079 -0.0800056
internal_weight=0 21428 2381.71 19046.3 1059.35 18569.1 1322.36 205.496 41.8479 25.6766 477.136 163.648 7.14518 156.503
internal_count=223821 222037 19481 202556 8137 197653 11344 1784 744 503 4903 1040 87 953
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=150 166 155 151 155 140 125 130 106 129 158 140 74 158
split_gain=65.2729 61.0535 80.1432 74.6189 57.8166 51.611 51.4745 50.4452 50.073 40.1713 37.8169 27.9732 25.9244 24.9958
threshold=0.47437666213412488 0.12330502561057827 0.063808165332238986 0.053303765257924067 -0.29636259993377667 0.3663551881655745 -0.37867704316497658 -0.30972893730969309 -0.30537658756780239 1.0146686357302466 -0.32095764509780667 -0.19790180863656912 -0.32519040441114344 0.088857498014284067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 8 7 -6 -3 -8 -1 -12 -4 -7
right_child=1 5 12 -5 6 13 9 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.10195445647316814 -0.01240563183349787 0.10919558867213625 0.15362193282196476 0.014014495287301882 -0.00075850868663305659 -0.075481521302136187 0.013117833881095376 -0.10894054734537294 0.011289582911455133 -0.020909497722897262 0.0011120538693932603 0.038578913713332164 -0.066065475934864767 0.355129890879126
leaf_weight=29.339525430739741 2584.1457351684694 52.754116743308259 5.4983232603626666 1823.2349857512745 67.57998677296564 79.596190374839352 414.93626267898071 119.00736773671815 5337.6504715652991 2117.3221120807175 607.35889170784503 296.57972738801618 232.93902291159611 1.3712425186240569
leaf_count=591 44123 616 801 17438 784 4480 5095 675 50586 43296 5620 2186 47381 149
internal_value=0 0.00389915 -0.00453113 -0.00147622 -0.0116971 0.0110574 -0.0190688 -0.0697581 0.0122478 -0.0153338 0.00977827 0.0134048 -0.0609995 -0.0681888
internal_weight=0 10117.2 4645.82 4407.38 3652.12 5471.37 2718.85 186.587 5390.4 2532.26 933.278 903.939 238.437 80.9674
internal_count=223821 165574 109743 61561 58247 55831 49850 1459 51202 48391 8397 7806 48182 4629
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=15
num_cat=0
split_feature=151 13 16 196 196 128 26 180 26 163 169 83 162 143
split_gain=71.7888 85.4015 81.3134 69.2714 94.7036 97.1875 67.4857 77.7261 66.3502 135.634 72.4068 62.8125 58.3896 41.0677
threshold=-0.18290272905146898 -0.19129053241455693 -0.33963417721550476 -0.053205817585272625 -0.070529021671560069 0.018831995175022632 -0.073936145663755573 32.688755020080329 0.062463664815901904 -0.3746349472382699 1.3364567174745667 0.039950082687874498 0.089401407074051101 -0.02950948625071979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 13 4 -1 -6 12 -8 10 -10 -2 -4 -5 -3
right_child=1 2 11 6 5 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.048177127669905916 0.016546229431388382 -0.012857907350898505 -0.0018847963188233095 0.045727300321201939 -0.11432835694900501 0.043551159441946388 -0.016841845416576667 0.023069153020272289 -0.077018573341828336 -0.00052148488563484661 -0.1776336124642709 -0.028380653473446621 -0.053770745215409435 -0.1069396868503586
leaf_weight=91.397379506612197 2436.6210931229871 68.41325186053291 2123.1348361502169 77.283915919542778 153.28320369843277 52.291976474924013 572.89732653147075 3291.1392315982666 255.17853361368179 2527.8592483270913 19.355617315508425 1546.4110425635154 249.03309739992255 144.17389497178374
leaf_count=2386 19635 3996 80018 2102 1235 951 5174 35148 963 21183 89 39072 4173 7696
internal_value=0 -0.00529324 -0.0165341 0.0101563 -0.0365151 -0.0741687 0.0134639 0.0171518 0.00303625 -0.00753555 0.0150159 -0.0130506 -0.0302059 -0.076663
internal_weight=0 9121.15 3882.13 4487.33 296.973 205.575 4190.35 3864.04 5239.01 2783.04 2455.98 3669.55 326.317 212.587
internal_count=223821 172652 130782 51169 4572 2186 46597 40322 41870 22146 19724 119090 6275 11692
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=81 73 69 173 96 129 192 129 125 63 117 65 73 16
split_gain=76.2538 105.115 99.6796 116.607 96.6945 81.0731 57.4004 54.6437 48.5715 56.4742 54.892 34.0474 29.2025 27.1968
threshold=1.1711062031919022 0.72194269223037066 0.9277650184883951 -0.18682058542908275 0.89645875177181067 1.0192445628230937 15.503546348855588 1.0216183736298989 0.51839866343711127 0.87182341503473548 0.75454481048838729 0.65039354303314789 1.0723317216725834 -0.24500099681156681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 11 -5 -4 13 -8 10 -10 -2 -1 -7 -3
right_child=1 6 5 4 -6 12 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.070856510931743846 0.013169304426993683 0.077102063781079033 0.058020560471028063 0.0058650853535689475 -0.017460806000763655 -0.040804186806737461 0.033896868486013289 -0.048037324204427037 -0.093743197860619354 0.045197077424501769 -0.046164377874351022 -0.0050676287246357319 0.084046671690533981 -0.13874327433687766
leaf_weight=292.60025568519632 227.48013103113044 7.0306096374988547 525.89803831186146 9941.2000756352063 2164.0077021288453 136.36032257881016 472.56162659078836 98.335151340812445 241.32357674153172 33.290214915759861 495.66608527628705 107.58965927048121 21.718057088553905 34.401123067364097
leaf_count=10872 1474 40 4034 192127 7950 545 2731 242 936 429 1874 332 79 156
internal_value=0 -0.0210799 0.00197257 -6.0549e-05 0.00169519 0.0391449 0.0115359 0.019784 -0.0410962 -0.0769001 -0.0274998 -0.0531694 -0.0236512 -0.102116
internal_weight=0 1610.09 13189.4 12505.4 12105.2 683.976 612.329 570.897 997.76 274.614 723.146 400.19 158.078 41.4317
internal_count=223821 7882 215939 211281 200077 4658 3169 2973 4713 1365 3348 11204 624 196
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=15
num_cat=0
split_feature=194 185 180 139 195 152 100 55 158 158 112 110 186 118
split_gain=57.2339 112.34 156.298 109.519 108.227 105.338 101.263 89.4239 87.7679 82.3327 93.8292 90.1403 63.5526 33.132
threshold=-0.00030334663449294621 -0.0015743953397944115 35.364792503346727 -0.025581735356907935 0.32455558087183456 -0.08866591294148711 0.067068962754443476 -0.18584130762289539 -0.32950061551276183 1.0000000180025095e-35 0.0020693982120177576 0.35540204619865606 58.250000000000007 -0.035365883937352426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -4 6 -5 13 -7 11 -11 -3 -9 -1
right_child=1 9 4 5 -6 8 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.146263114974649 -0.035420412037990491 -0.011087226669951739 0.11990713245123163 0.037574035136116124 0.03118209730564846 0.025694305860876461 -0.010323946650803583 -0.062686311567905009 -0.029804174769960751 -0.0070447304452433543 0.038005489472004994 0.0064713095404838484 1.2314327504322167 -0.083474661793517424
leaf_weight=29.713663487054873 202.14041270286543 5754.1367119926144 230.04611694376217 890.93821537535405 341.67348173627397 346.8614985300228 874.75004258222179 526.53308001934784 1596.5409980755649 766.68367547288653 1164.5805704402737 5944.0049109045649 0.37974992673843999 7.9588639119465361
leaf_count=929 3445 45522 2176 9666 5339 2458 7514 69132 20794 21079 12492 22546 2 727
internal_value=0 0.00309692 0.0401602 -0.010081 0.0668829 -0.00383543 0.0138446 -0.0511121 -0.0198987 0.00099252 0.0201212 -0.00216547 -0.0617536 0.0977277
internal_weight=0 14403.3 773.86 4273.68 571.72 3709.09 1765.69 564.585 1943.4 13629.4 1931.26 11698.1 526.913 37.6725
internal_count=223821 112599 10960 111222 7515 40432 17180 70790 23252 101639 33571 68068 69134 1656
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=13
num_cat=0
split_feature=157 38 76 139 152 47 182 139 13 9 174 129
split_gain=55.5809 57.9845 65.5345 64.5542 88.3391 68.0348 53.7451 42.104 3.98788 4.04651 12.6703 2.98533
threshold=-0.49176382482268366 -0.079563177312612046 0.17417892937224475 -0.031984327921221266 0.014177398054233124 -0.014993932534153036 -0.097001464159623643 0.20232126081327392 0.21406122066504865 -0.36863764539902194 -0.15461634807436167 1.0093717964324578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 9 10 -1 -11
right_child=1 3 7 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.080472718232257726 -0.073631326520742044 0.040052605901175015 0.13031815654749995 -0.018342425051715516 0.0016750708907783919 0.0030078504882963056 0.017348866356168339 0.042701565202254196 0.066922390575324772 0.036595963254280987 0.21732449978517443 -0.081610537368492192
leaf_weight=5.4370654241065495 75.975720877991989 519.16880917712115 69.124052746221423 3756.153658962925 5337.2247021444491 10998.526852507377 446.60683689359576 265.54223412030842 2.0562782157212487 2.1847465667524366 1.9379596569924604 96.812793591147056
leaf_count=1064 1142 17466 864 56419 42023 84179 9976 2854 12 158 204 7460
internal_value=0 0.000764865 0.0262481 -0.000295023 -0.00659345 0.00467767 0.0041217 0.0607984 -0.071012 -0.0736784 -0.00221956 -0.0790019
internal_weight=0 21468.3 857.249 20611.1 9093.38 11517.7 522.583 334.666 108.429 106.373 7.37503 98.9975
internal_count=223821 214923 14836 200087 98442 101645 11118 3718 8898 8886 1268 7618
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=15
num_cat=0
split_feature=195 195 188 154 25 11 2 128 186 157 71 184 26 4
split_gain=73.5009 121.218 65.6129 63.3324 44.8104 40.4361 34.0855 50.442 29.9257 24.9173 15.0974 12.1503 9.99584 3.4252
threshold=0.15008793528703659 0.17208494560522256 1.594700752558327 -0.31520651628892721 0.14542910013762014 0.058980170775846205 0.47583239226416468 0.011798663263829686 18.750000000000004 0.29651888797674469 0.51882604075040295 -0.1351175703513707 0.013945514880845221 0.096422656427351081
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 5 11 8 -8 -2 -4 -7 -1 13 -6
right_child=1 2 9 -5 12 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.077165825036906291 -0.18222704549369181 0.016560026806016977 -0.078894345377996139 -0.0023747857870038097 -0.094090822371763277 0.085234951300098491 0.047138511048978336 -0.14843464069924647 -0.015960305677513997 0.068724467967075098 0.20658362499485594 -0.11420755254298305 -0.10131039454944427 0.10162476804400314
leaf_weight=4.4335553155833649 53.35742845893401 2098.2481625432047 135.18026723335788 11171.270185002752 1.1596775805228414 146.81260711885989 29.169264510972425 24.070453481574077 13.580316594103349 12.491072154720312 11.02232461699168 13.180268182790313 18.954783118417254 3.9061216562986374
leaf_count=66 980 20876 4075 194401 80 977 209 154 394 57 35 974 531 12
internal_value=0 -0.00101398 -0.000118419 0.000619289 0.0601343 0.0776719 -0.100999 -0.041283 -0.148495 -0.0664077 0.0937093 -0.0660372 -0.0679614 0.056821
internal_weight=0 13537.4 13417.2 13269.5 199.469 175.449 120.177 53.2397 66.9377 147.671 157.835 17.6138 24.0206 5.0658
internal_count=223821 221146 219409 215277 2675 2052 1737 363 1374 4132 1012 1040 623 92
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=115 134 119 62 166 194 143 131 44 120 165 61 83 93
split_gain=69.9876 109.287 101.563 103.621 98.3692 86.8463 79.7217 72.3941 70.9425 59.3957 65.824 53.7969 47.246 41.5703
threshold=-0.087344505252517371 -0.082247088788390751 0.060331173578770984 0.03168226276678917 -0.37828307613756312 0.055829932549895267 -0.0039925720389084483 0.11535862732277728 -0.12613775151830398 0.038255286932394196 0.20541383047843578 -0.34234447550278418 0.06080714782433351 0.61735452053614914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 -5 8 -2 -3 -4 -11 -1 -6 -8
right_child=2 6 9 5 12 -7 13 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.065401891009557123 0.017134958027188538 0.027635556538711071 -0.074829466947103337 -0.05270580814291527 -0.03125867627783762 -0.01002225571651927 0.034642842023194599 -0.025976097422010999 -0.00086894941537438402 0.016954610071157689 -0.0087917125564049344 0.075523983902133052 -0.098322556346871884 0.12187562227875821
leaf_weight=35.351553638465703 974.28010436307522 1234.7235426316038 92.872960598673671 1106.9802110482851 409.20978053912404 837.19219706856529 836.56387140406878 648.97760364902206 2981.4659797252389 2344.4496643168095 1722.6554421382607 115.88142472400796 141.32831493986305 58.44571385771269
leaf_count=383 49084 13263 281 24505 7965 13108 6359 10993 29716 18731 44358 3348 1378 349
internal_value=0 0.00815216 -0.00637264 -0.0187526 -0.0288518 -0.0343256 0.0132328 -0.00010082 0.00747868 0.00424389 0.00604955 0.0425818 -0.0484746 0.0403393
internal_weight=0 5812.97 7727.41 3567.43 701.771 1944.17 5111.2 1623.26 4216.19 4159.98 4067.11 151.233 550.538 895.01
internal_count=223821 62761 161060 97690 13074 37613 49687 60077 42979 63370 63089 3731 9343 6708
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=15
num_cat=0
split_feature=73 158 73 85 96 23 72 180 112 59 49 129 86 193
split_gain=77.5508 133.424 155.356 178.874 115.605 99.2121 92.2652 86.6842 75.277 71.0842 63.4753 52.1221 41.3831 38.7457
threshold=0.82035400015361082 -0.27240116796029462 0.5409197164810402 0.66552283098114218 0.89645875177181067 0.86210598265454352 0.87735797936790294 33.384872824631863 -0.10120254741825048 0.26286717668392362 1.2681676976886826 1.0189294252349985 -0.00067249097622513467 1.5767755463554727
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 12 10 -6 -9 -10 -2 -14
right_child=7 4 3 -5 9 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.046610079659292841 0.13579983068420806 0.010415484827598237 0.04293281359397029 -0.028382112377927173 -0.006392437362055612 0.020566412736858428 -0.024094788197697455 -0.12108288387248732 0.03694036073814199 -0.06388093324434739 0.081598134032783001 0.0062418576581526365 -0.070626271359256296 0.087128048611906608
leaf_weight=1770.3568044166095 11.786150395870207 7005.4727486818301 660.43865935411304 752.39395647449419 487.28113688534359 251.02536062593572 871.03943218378117 63.855750866001472 1335.0999923157506 385.04301664431114 20.384403177537024 944.24168967269361 181.19472110737115 17.032494630664587
leaf_count=33980 31 166509 2356 3188 2640 1123 3064 209 6306 1328 101 2424 508 54
internal_value=0 -0.00378294 -0.0204861 0.00495456 0.00277363 -0.0382678 0.0065991 0.0153217 0.0207923 -0.0317678 -0.0720382 0.0242232 -0.0462473 -0.0570714
internal_weight=0 12183.1 3434.21 1412.83 8748.84 2021.38 7876.51 2573.6 2363.58 872.324 84.2402 2279.34 210.013 198.227
internal_count=223821 214188 40647 5544 173541 35103 169573 9633 9040 3968 310 8730 593 562
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=15
num_cat=0
split_feature=16 52 52 115 126 106 98 182 131 118 145 167 191 16
split_gain=57.157 84.5808 80.3349 56.245 53.6114 53.8009 55.7317 54.9916 47.5353 37.9527 23.4369 17.8096 15.9565 12.9976
threshold=-0.49239385868530189 -0.07804552391693341 -0.11445670506734405 -0.034580384306485586 0.99313603977333653 -0.43116639534363271 0.26641986469437856 1.3202803922547044 -0.0041003936452013818 9.9882129736265295 -0.2087245721194089 -0.29305823670251946 0.61504494654820852 -0.023426460138649834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 6 -2 -7 13 10 -3 -1 -10 -6
right_child=4 9 3 -5 8 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.035901970971707074 0.085690990094527963 -0.19650213904969638 -0.092298349562919421 0.1327480071608905 0.15964633615853149 -0.0012569216831237174 0.0060795655510156475 0.018500675739795424 -0.091550927923538486 0.21545216514688337 -0.082198939784771302 -0.094660819201829324 -0.012169790075593446 -0.014816095285714623
leaf_weight=13.32983858976513 151.36935236304998 20.386274500284344 13.755299631739033 57.650967101100832 11.695092396810653 16225.045422714174 209.8221309541259 1542.6716362084262 116.72766486782348 4.0068449694663277 149.39251046685968 48.317599608446471 32.337524738162756 6.726379537023603
leaf_count=58 286 143 251 345 14 208042 1130 4818 3105 11 4382 999 198 39
internal_value=0 -0.0428052 0.0171979 0.0893963 0.00071494 0.00123524 0.0394434 0.00045852 -0.0556023 -0.0887448 -0.095924 -0.0664296 -0.0743303 0.0959435
internal_weight=0 306.839 133.054 71.4063 18296.4 18128.9 361.191 17767.7 167.487 173.786 169.779 61.6474 149.065 18.4215
internal_count=223821 6189 1653 596 217632 214276 1416 212860 3356 4536 4525 1057 3303 53
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=20 154 115 38 189 2 88 193 14 1 98 32 71 14
split_gain=52.9276 58.443 106.793 97.303 83.343 72.9464 70.3951 20.7306 19.5467 38.0976 18.2536 7.98307 4.53085 2.13458
threshold=0.97135989787038857 0.11455936530293452 -0.05708295093218891 -0.14261605458336113 14.500000000000002 0.18977401632770305 6.7391251147440565 -0.031473284689316476 0.49976613262048802 0.058452496321960298 -0.07910405185997206 0.23245188604161096 -0.052200974089568287 -0.12024510066996548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 -4 11 9 -9 -10 13 -3 -2
right_child=7 4 6 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.20016609622071213 0.25348499730142987 0.073812442386870999 -0.00035358425244133725 -0.030871804716712775 0.016287518795912833 -0.010885705199655069 0.082883783294856586 -0.078183408425254716 0.34183560479333447 0.090299419263208724 -0.12702494049952609 -0.22138733998226062 -0.094056706182615149 0.073723471913258828
leaf_weight=18.458976697118487 0.70300344377756019 1.6404798291623581 13772.126014120586 1462.278942588222 4680.3624247531698 1252.2385790946428 102.35794796724804 59.686164457118139 0.84394155186600883 17.314364984165877 51.556756661040708 0.92015353590250093 80.759655066765845 10.943424926488657
leaf_count=1059 3 24 109531 35543 52337 20940 1049 582 40 538 558 8 705 904
internal_value=0 0.000809115 -0.00246393 -0.0279917 0.0091646 0.0105519 0.000260493 -0.0604519 -0.0723602 -0.0402983 -0.119474 0.0621711 -0.0907146 0.0845743
internal_weight=0 21370.2 15355.2 1480.74 6015 5932.6 13874.5 141.968 129.401 77.0005 52.4007 12.5666 82.4001 11.6464
internal_count=223821 221188 147182 36602 74006 73277 110580 2633 1718 1120 598 915 729 907
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=15
num_cat=0
split_feature=11 150 114 193 129 176 192 163 151 91 33 92 13 111
split_gain=62.5634 55.5805 51.4666 88.9096 53.5046 50.7361 38.3419 33.4219 32.8191 28.0053 32.8105 15.1424 4.72066 6.01173
threshold=-0.16567555196592404 0.87812590624657683 17.750540921159818 0.15624108450173738 1.0105888055724039 0.028390304089683339 16.602992565342642 0.0099555611569982425 -0.030494752528315159 0.012823879603909885 164.76128326129546 -0.052313427164442886 0.53477133622739592 0.020205033927254763
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 12 11 -11 -10 13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.22518471629414757 -0.13000381206809505 0.010668400663601118 0.02812622487335566 -0.013587467581705726 -0.0065620306862857886 0.028096966371653067 0.0065315792246878786 -0.038462264087718592 -0.14061111377970784 -0.050893749521616766 0.082349293187649428 -0.034893906800241715 0.079985187764315249 -0.088518124812862947
leaf_weight=3.3198829567991188 35.281253236462362 246.39125077445351 1215.9487967839523 881.30880593275651 7358.9099146886001 1409.7294715148455 1985.7444731625437 316.08626093807106 18.79468923190143 32.710117883369094 42.483969633598463 48.542845102718275 1.6066787857562292 105.56432974075142
leaf_count=44 343 8345 14058 5495 89076 10073 17598 16774 2213 7888 504 10173 15 41222
internal_value=0 0.000921943 -0.00322931 0.0105973 -0.00715103 0.0108769 0.0154851 -0.0169408 -0.0492693 -0.0175597 0.0243873 -0.0644008 -0.0901742 -0.0926851
internal_weight=0 13449.4 9491.45 2097.26 7394.19 3957.95 3395.47 562.478 253.023 142.532 75.1941 67.3375 110.491 108.884
internal_count=223821 161762 108972 19553 89419 52790 27671 25119 62059 20778 8392 12386 41281 41266
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=64 136 118 115 130 108 0 154 159 53 95 157 28 4
split_gain=66.5384 115.437 128.97 98.6099 94.7868 106.556 90.7568 89.6799 85.5091 99.4558 90.2149 33.2842 29.6501 23.8553
threshold=-0.021099263346545997 0.019834816805505199 0.031415806271777376 -0.066017150451442144 0.20159699738579448 1.747400832378551 1.3562630691672013 -0.19624128865180537 0.077650299814247301 -0.059942068265418036 -0.040644484468622559 -0.19791798685828849 -0.058029699029785713 0.0050328001368088416
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 11 12 -11 -1 -10 -13
right_child=1 2 7 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.072068237935394672 -0.019316024223224815 -0.0013237907871941263 -0.02845673028969465 -0.039452807483791284 -0.018427908172608035 0.047114121173207762 0.032596934304030288 0.011590343724550206 -0.010981313055304162 -0.01021322046073023 -0.065996389758928881 0.018235335752835351 0.041831293520825347 -0.078868755858612569
leaf_weight=114.17661620047875 387.9474964227993 1235.3723242859996 659.95085470163031 1504.1133381682885 1210.1697628804541 312.00113970026723 2552.5932120526559 3662.1895518192032 220.70631369398325 510.18189750904276 671.50467603710422 201.33394072437659 205.08460488833953 28.935309493565001
leaf_count=4326 3037 6998 11531 33253 10943 2679 52392 37557 4787 18790 30869 2888 3407 364
internal_value=0 0.00267269 -0.00528361 -0.0222585 0.0152624 -0.00499368 0.025748 0.00547553 -0.0172929 -0.0269815 -0.0419125 0.0279226 0.0144562 0.00603337
internal_weight=0 11524.3 7061.63 2739.49 4462.71 1522.17 2940.54 4322.14 1951.92 1607.48 1181.69 344.446 425.791 230.269
internal_count=223821 158390 89339 40251 69051 13622 55429 49088 65431 57853 49659 7578 8194 3252
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=97 96 19 180 77 117 140 152 87 115 169 14 186 83
split_gain=73.4903 79.1863 95.6002 95.6499 73.78 49.9618 56.3417 50.5515 12.7201 7.12109 6.49253 7.26748 1.02471 0.23759
threshold=-0.020668855065295179 -0.0021003085997188353 -0.43100846974716339 35.565595716198139 -0.036804226144148085 1.5904528199146644 0.26715219744352142 -0.4483524766691433 0.14916679351986364 -0.082584967627527719 1.007461361909147 0.64619196369435794 28.750000000000004 -0.27589449617503375
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 10 13 12 -12 -1 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.08136745173872989 0.11795404728496009 -0.027056257227787234 -0.022318440714631422 0.00046687686983973699 0.059424089825351356 0.064225722760580098 -0.071430412666403514 0.0020022322987659122 -0.15218755903192566 0.085744511578644864 -0.085737368396477068 0.16477293174608376 -0.044537722399719704 -0.085293667516077254
leaf_weight=135.72896500114439 40.077211019553943 128.89328500660486 2226.0438091557298 10688.893525863416 420.46247161028441 386.08963593756198 33.253106054413365 608.11276107552112 0.73589910566806827 7.8908246275968832 2.2898316254722877 2.3430361778009683 7.9997395553364177 1.9064908783184362
leaf_count=61460 504 1900 28291 81423 2013 11786 1676 33335 5 24 202 30 1118 54
internal_value=0 0.000355995 -0.00172257 -0.00346044 0.0391335 0.026572 0.0534684 0.00917147 -0.0680229 0.0381639 -0.0755618 0.0409562 -0.0793176 -0.103923
internal_weight=0 14531.8 13464.3 12914.9 549.356 1067.53 419.343 648.19 158.895 10.5332 148.362 4.63287 143.729 2.64239
internal_count=223821 160928 113627 109714 3913 47301 13462 33839 62893 83 62810 232 62578 59
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=19 151 151 126 22 50 19 17 2 168 50 61 172 172
split_gain=62.1598 59.5274 87.9816 88.6372 86.7746 59.0438 58.1625 43.2365 32.8787 181.754 30.9025 24.9175 22.3631 30.1567
threshold=0.55052905951537867 -0.41813991884225654 -0.19691279647706394 0.91688381189969659 0.045443963936433442 -0.098768951048128342 0.077053388022556513 0.26640170964921445 0.28733226737980483 2.8433560116263279 0.34635802093779405 -0.2979729731876341 0.59983282819194128 0.64612473782848678
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 12 10 -10 -9 -1 -2 -14
right_child=7 2 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15
leaf_value=0.095627324748166709 -0.093252704978853296 -0.074929098085559157 -0.0068419171862850632 0.0099353099217415596 -0.0099423846077976302 0.015016713647150607 0.073718292644102137 -0.034450336267896807 2.0627013686191775 0.069071040323461938 0.059600303009723611 -0.098649605739612733 0.10261358635772122 -0.049533844398826521
leaf_weight=7.6527783502824596 119.25499154769932 217.765431867796 5090.6105259597534 8256.3644455301401 3638.3651897554519 503.7396954484866 253.84504772821674 170.27003847167362 0.46608771878527733 24.234371583588654 43.954206260852516 48.070798673143145 14.242521051433867 152.68412512657233
leaf_count=50 3562 5773 93471 67137 34113 3997 1022 1699 45 3077 148 754 598 8375
internal_value=0 0.000942263 -0.00030756 0.00353638 -0.0136123 0.0273785 0.0346859 -0.0339613 -0.0025568 0.10669 -0.0151532 -0.0719687 -0.06018 -0.0365523
internal_weight=0 18016.4 17203.1 13347 3856.13 813.308 757.585 525.106 238.925 24.7005 214.224 55.7236 286.182 166.927
internal_count=223821 206317 200494 160608 39886 5823 5019 17504 4969 3122 1847 804 12535 8973
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=15
num_cat=0
split_feature=112 76 46 0 155 106 109 189 56 108 106 28 9 61
split_gain=53.6152 95.6765 79.8129 76.547 64.1874 63.7602 54.4461 52.1996 76.8278 49.0173 43.7732 37.6965 34.0591 29.502
threshold=0.45541359026687861 0.17417892937224475 -0.083893270833414677 6.5951190324767213 0.094791280714201911 0.1297365985833239 -0.21863885761806287 33.500000000000007 1.1449022923946992 1.6962713880223241 -0.21924492380833591 -0.055698429938269504 0.50300929108724524 0.22187793781017853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -5 -4 8 9 -2 -3 -9 -13 -10
right_child=7 2 6 5 -6 -7 -8 11 13 -11 -12 12 -14 -15
leaf_value=-0.012287928320926211 -0.019872999966196726 0.034416611317210292 0.19930343608209103 0.019244423550674655 0.0073556099161838154 0.00030969207972993194 0.013958945797380166 0.079969294291309334 1.1530071647975753 0.039103892156208304 0.13130107039193156 -0.022830094970521009 -0.076562612522138029 0.36247590103596433
leaf_weight=6445.6513671437569 297.05618472356582 92.496529324620496 15.960150939295998 2584.7030237751896 2242.0702713297796 5700.9564882040722 2279.8538822105911 33.216716023220215 0.64494422078132574 268.12228789000073 94.051320292521268 1271.3336729212315 130.03222140698927 1.7612630946096031
leaf_count=64501 2210 1140 144 34925 27207 45430 24736 883 9 2415 2036 15730 2402 53
internal_value=0 0.00202164 0.0203587 -0.000660166 -0.00721845 0.00621636 0.0152474 -0.0151639 0.0105064 0.00810581 0.0832626 -0.0253202 -0.0278159 0.574365
internal_weight=0 19455.7 2482.36 16973.4 8687.72 8285.66 2295.81 2002.17 567.585 565.178 186.548 1434.58 1401.37 2.40621
internal_count=223821 200119 28056 172063 91708 80355 24880 23702 4687 4625 3176 19015 18132 62
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=15
num_cat=0
split_feature=195 195 180 197 98 107 195 132 178 107 118 176 183 179
split_gain=64.2513 71.2665 143.245 103.127 142.518 90.5862 84.1124 74.1592 31.4342 36.1652 15.8598 7.2044 4.17953 3.83248
threshold=0.1432331000577311 0.31079811995949053 39.566934404283806 -0.024065557030847552 -0.056378229887801674 -0.09830695149560735 0.50518492462654729 0.24652386364976997 0.17771207897343033 0.33059713604829161 0.76053982825910793 0.14415679940756335 1.0183285032682623 0.38359786993064249
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 13 11 -10 -11 -1
right_child=1 2 5 4 -6 -7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=-0.10055336257243602 0.019695485410147519 0.022107857115509343 -0.073944348294252893 -0.11286101477667808 -0.015441412677583082 -0.0070635151454385764 -0.0068106160565310978 -0.071017426255621005 0.24836392910035349 0.060646158195308657 -0.09274993414111711 0.10089729713002969 0.18364533566686028 0.13860798942334163
leaf_weight=20.465959104880316 1220.5602058190198 4000.3478623426126 215.82106692464731 157.53857552875706 3209.5860573317732 3284.9476659815846 1343.6166965781631 97.305905472509039 3.4384291917085639 4.9391119377687556 4.1813978296704581 90.755104119627504 6.2692838263465092 0.69271434098482032
leaf_count=1215 15846 64236 19705 3346 50639 43797 22944 1509 8 32 14 502 26 2
internal_value=0 -0.000745408 0.00453674 -0.0107175 -0.0199994 -0.0111867 0.014837 0.0129976 0.069695 -0.015789 0.0978207 0.10628 0.129444 -0.0927235
internal_weight=0 13529.7 8844.73 4684.99 3367.12 3500.77 5343.96 1317.87 130.742 32.3671 98.3749 94.1935 11.2084 21.1587
internal_count=223821 222022 150682 71340 53985 63502 87180 17355 1799 1275 524 510 58 1217
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=15
num_cat=0
split_feature=151 82 13 12 129 155 35 31 139 16 130 19 95 100
split_gain=65.0295 85.1978 89.3944 69.4267 61.5842 67.1252 92.0217 60.1325 57.8516 63.9894 54.8577 51.3128 27.9128 27.5903
threshold=-0.099613933672581242 -0.12272973410638571 -0.13143155906535472 1.3711420936123815 1.0218351545541562 0.012201094677915426 -0.014561342814806439 -0.11880054509095379 0.34342636280315153 0.2957249013053464 -0.335175762801392 -0.12354121958620039 0.52937920019764573 0.10075138777926586
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 9 -6 -4 -2 -10 -13
right_child=1 2 10 -5 8 7 -8 -9 12 -11 -12 13 -14 -15
leaf_value=-0.01981988959963988 0.062483887571484237 -0.026481297433083285 -0.1216315442467185 0.0029593305583970812 -0.014454480646146576 -0.015716499689917292 0.010041256965973891 0.026667115721360365 0.078553813155446073 0.086052186461232 -0.027806484265216189 -0.0027893203558557278 0.19658758248917169 0.13264529884581069
leaf_weight=1839.101956140832 256.824877561623 1039.1896620851476 65.111086028118734 3494.6571465479792 178.36166916511138 413.45328979502665 2351.538223950105 1758.3915751007444 81.959436620119959 98.234061587951146 1451.6404731841321 328.34797401705873 26.517198822461069 15.763867854257112
leaf_count=15830 3820 12467 12641 24255 1641 4374 37052 18515 763 1104 78644 12377 152 186
internal_value=0 -0.00725235 -0.0108191 -0.00378867 0.0066811 0.00433082 -0.00306359 0.0185986 0.0455143 0.0212409 -0.0318342 0.0286595 0.107407 0.00341498
internal_weight=0 6651.54 6050.6 4533.85 6747.56 6362.49 4190.64 2171.84 385.072 276.596 1516.75 600.937 108.477 344.112
internal_count=223821 144390 128007 36722 79431 75771 52882 22889 3660 2745 91285 16383 915 12563
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=118 103 14 93 192 90 137 103 80 125 77 152 170 56
split_gain=73.5702 93.2795 168.252 171.282 89.6743 89.0564 130.925 69.1607 43.2902 92.2188 43.8228 46.5229 45.3289 35.2591
threshold=0.79866573673483077 0.48855764045167788 -0.20291428001144415 0.59303156684611069 5.7979056461810385 1.3270888681175197 0.31518849995520065 1.54130421600631 2.9627771708214663 0.20842533084620876 -0.086150073581373166 -0.34638996316371079 0.02217254753262549 -0.059046161363458978
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 10 -10 11 -2 -12 -11
right_child=8 5 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.10353566693346267 -0.16732507985990916 -0.0029515332349631519 0.0047847250253970344 -0.051887958739853191 -0.038561706712838296 -0.039114717924328517 0.031462980259601411 0.025273108274143741 -0.45128466636783493 0.093883439439433725 -0.0071624275822207749 -0.0067551060305907689 0.035060953466505611 -0.073641484649690822
leaf_weight=45.467838283628225 22.010713669471443 2388.2518856153183 5031.4157527089992 596.51623614734854 1911.7289245912616 633.93247968726791 2058.0584730389528 226.39904335699975 5.5306829418987027 17.736498499289155 318.99450521948165 100.1302510999376 1252.7995310791011 43.076620377600193
leaf_count=164 84 9542 145980 3052 41575 2515 10551 824 23 107 2877 588 5813 126
internal_value=0 -0.00289027 -0.0100051 -0.00122213 -0.0352606 0.00727944 0.0129779 -0.0221709 0.0189045 -0.0603368 0.0220081 -0.035691 0.0264917 -0.0247819
internal_weight=0 12891.8 7585.13 5627.93 1957.2 5306.64 4446.31 860.332 1760.28 66.3438 1693.94 122.141 1571.79 60.8131
internal_count=223821 214203 190771 149032 41739 23432 20093 3339 9618 256 9362 672 8690 233
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=15
num_cat=0
split_feature=28 64 180 52 79 2 109 193 53 53 100 65 49 0
split_gain=53.0438 66.3475 143.809 106.38 88.3176 104.882 81.0997 30.4133 21.554 45.4915 21.1952 12.6603 10.6228 0.306236
threshold=-0.13850173592763976 -0.030223850286705 35.01673360107096 -0.059219505939526539 -0.025652467512571889 0.12410837375174831 -0.12174612184561691 0.19466809082857964 -0.055624410142459557 -0.062083872814335909 0.087491173168759831 0.45774420273908722 0.26306212189205508 0.87014065352892989
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 12 -11 13 -1 -10
right_child=1 4 3 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.090347668888704505 -0.071998694806159877 -0.064549731197834526 -0.033879848166715625 0.05685737776511101 -0.0015799747571063666 0.031221384086672094 -0.0010167361576290822 0.07482410744807183 -0.14958710844219872 -0.085217836182282 0.22721056722404948 0.20299813623455104 0.17299394500425627 -0.085043566441116436
leaf_weight=23.149983303475896 157.28799812291982 410.4478025851422 156.8541425045114 733.09195643573184 15428.792498373339 1040.5479909375717 393.58159247387084 15.498542288143652 0.74008117616176505 2.7736009476357131 10.000700547825543 1.5426425428595383 1.6403385174344283 109.40214273906895
leaf_count=1670 9928 33385 4382 22092 104955 21902 11706 509 9 207 24 8 15 13029
internal_value=0 0.000404579 0.0246559 0.0408648 -0.00108747 0.000492445 -0.0334496 -0.058829 -0.0594533 0.0060729 0.159375 -0.0814927 -0.0729227 -0.0854773
internal_weight=0 18336.1 1062.73 889.946 17273.4 16469.3 804.029 172.787 149.249 37.5646 12.7743 111.685 24.7903 110.142
internal_count=223821 208859 36911 26474 171948 126857 45091 10437 14962 1916 231 13046 1685 13038
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=95 140 77 140 77 1 192 134 194 163 67 127 127 115
split_gain=54.4648 53.9889 62.3865 77.5877 74.5586 53.7621 40.45 34.6091 34.1187 21.0841 26.542 10.705 9.74135 5.80749
threshold=-0.11177436050458354 0.58384300121466925 0.2126693355191572 0.18784535727145482 -0.057056114471345683 0.006769929438257505 15.678823387406544 -0.13307738927052573 0.12237354781938455 0.36700574726848284 0.10014445552513367 0.23018178336819076 0.11717295288346098 0.0094970967194094851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 9 -7 10 -1 12 -9 -11
right_child=1 5 3 -5 -6 8 -8 11 -10 13 -12 -13 -14 -15
leaf_value=0.0064333466574617443 0.0088904576387494952 0.023498034230396887 0.036788421458515269 0.0026448051625425867 -0.0048765920449462645 -0.31676474574710056 -0.029082278791182643 -0.088001429737940493 -0.08612642440257684 0.14509504882680521 -0.076554703592126849 -0.2648268839221592 0.081759131744838842 -0.013993961303797984
leaf_weight=100.07617151035811 5997.4647745218244 192.34473314153729 1090.1925725627807 1708.611240055383 11432.787953407649 7.2662598937749854 611.30677892325912 100.34308988080011 54.685690459795296 9.792984923347829 62.675379124004394 3.3151344745419911 3.498062494210898 2.9967874735593787
leaf_count=1579 50963 2627 9494 20829 124101 17 12056 1119 208 80 619 10 77 42
internal_value=0 0.00103925 0.00208574 0.0159445 -0.000139576 -0.0234172 -0.0164978 -0.043147 -0.113178 -0.0158099 -0.0255252 -0.0879302 -0.0822828 0.107819
internal_weight=0 21094.7 20229.1 2798.8 17430.3 865.603 803.652 282.698 61.952 175.541 162.752 107.156 103.841 12.7898
internal_count=223821 220295 205387 30323 175064 14908 14683 3526 225 2320 2198 1206 1196 122
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=14
num_cat=0
split_feature=148 85 163 39 52 154 152 17 13 88 28 119 20
split_gain=59.6072 65.3023 61.9847 50.7905 58.1675 43.742 55.2171 29.1596 24.6529 18.0473 15.5181 10.0677 6.33856
threshold=0.61229534593616097 -0.21306094902570616 -0.19787563763446173 8.2311152547974888 0.66841734938669928 -0.12566728521164769 -0.30112075179299208 -0.42496563657331471 0.63977157520137606 0.045958713276414022 -0.10611679693222527 -0.029517908051392979 -0.58193400666029971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 4 -4 6 -3 -5 -7 10 -1 -2 -11
right_child=1 5 3 7 -6 8 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.12823928025194906 -0.32753683607290307 -0.10619529104393928 0.00026077897185810032 0.4398115590964935 0.021428032279404 -0.066415179616031189 0.0099150082593655355 -0.06622453444236201 -0.26987198282531305 0.50325278396310424 -0.048560491488263635 -0.1475166733495151 0.060986159379847776
leaf_weight=28.696589728897379 7.8501529097557068 48.486093407482258 11355.793259792059 1.1493500128854055 1465.8059033343452 132.85664317691771 263.77275023175753 123.17036141955759 6.2350704079726702 0.3349256117362519 164.89953991992661 5.1411923626437765 9.9869501289504097
leaf_count=4116 35 527 144971 45 18408 3957 2416 1414 65 6 46784 34 1043
internal_value=0 -0.0352535 0.00120224 0.00206392 0.00268069 -0.0288912 -0.00811406 -0.0615462 -0.0755355 -0.053502 -0.0603712 -0.256296 0.0753369
internal_weight=0 464.342 13149.8 12945.9 12821.6 451.351 312.259 124.32 139.092 203.918 193.596 12.9913 10.3219
internal_count=223821 7034 216787 164838 163379 6965 2943 1459 4022 51949 50900 69 1049
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=15
num_cat=0
split_feature=72 117 73 58 65 28 157 76 103 129 157 74 73 170
split_gain=63.2986 85.3067 84.1461 108.466 86.3306 83.1913 76.5525 50.888 46.4623 35.6939 35.1145 32.7706 31.0666 25.6591
threshold=0.68144917278649453 2.689420380134568 -0.014813919195926423 -0.21750709311700575 0.1406085096576366 0.11023769432706641 -0.17355891806183951 -0.050691755865194248 0.18587573206406352 1.018687372987001 -0.20220798654418334 0.82749088875549315 0.2299325760719553 0.26187536277442897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 13 5 -1 -5 -6 -2 -10 11 -3 -12 -4
right_child=1 10 3 6 7 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.0082179084681793281 0.05700231284266636 0.096312510878288654 -0.079994867467606395 -0.00044423045416489666 -0.026915723755670636 -0.026976374636696217 -0.024826086048996599 0.053524198896606104 -0.063801139097260748 0.010425463084174543 0.072363831741228665 0.0052147677607814998 -0.02192924582437307 0.045763429837651061
leaf_weight=4258.2894082864077 81.289123540278524 219.80390238715336 250.12363607663428 4875.274901878438 92.016783682527603 797.40616160198988 1749.9602976586903 541.19700959237525 140.54869603010593 120.18211288721068 61.197574180841912 48.136094790068455 81.438139533187496 17.349798077950254
leaf_count=91450 1230 1697 1913 32852 2262 6658 69402 4181 5747 2023 659 1196 2383 168
internal_value=0 0.0278808 -0.00197522 -0.00940487 0.00702657 0.00266691 -0.00688435 0.0418349 -0.00900692 -0.0295869 0.0586092 0.0799466 0.018527 -0.0718375
internal_weight=0 752.596 12581.6 6892.71 5688.91 5055.7 6625.24 633.214 342.02 260.731 410.576 267.94 142.636 267.473
internal_count=223821 14935 208886 104335 104551 98108 102254 6443 9000 7770 5935 2893 3042 2081
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=15
num_cat=0
split_feature=112 10 118 31 129 16 154 58 106 13 97 106 181 27
split_gain=78.0309 98.5798 89.692 104.934 84.8103 78.139 108.181 147.481 112.675 90.5216 199.645 69.8858 17.8505 14.7131
threshold=0.14575613057343625 -0.23850699039930084 0.119897013592014 0.70299699997509002 1.0197944752582206 -0.25634900187959503 0.034985563604548249 -0.089086286141664708 -0.13917455550521043 -0.33229366931081739 0.44542214257997742 -0.069155822006934792 2.7672421104906006 -0.19387431171925806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 9 7 -7 -8 10 -2 -11 13 -1
right_child=5 2 4 -5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.17523506703422861 -0.058733102943149297 -0.036851580257641986 0.010855209834744677 0.026054110058448817 -0.036173188537136684 0.074214556809456211 -0.029088223617102549 0.0046366915228994677 0.012457849561708499 0.050370153340411075 0.033267394263739869 -0.01636152378723554 0.5318086046537317 -0.079886733232610321
leaf_weight=2.2842233278715858 373.0254487243219 1438.5109671820246 2416.9820148446597 325.10996624761901 455.77894500242837 328.13906813815993 1928.1076440651232 4255.0299357486438 986.91539924805693 1012.8463019913761 641.52566194999963 185.71221344615333 0.48227760940790076 217.93260528353858
leaf_count=634 3618 85827 34382 10096 2917 2420 14660 21165 10878 7976 3904 1348 2 23994
internal_value=0 -0.0106122 -0.00750393 -0.0252554 0.0033939 0.00491213 3.88859e-05 0.00961823 -0.0150223 0.0214231 -0.000558922 0.0400303 -0.0759095 -0.0772405
internal_weight=0 4857.08 4636.38 1763.62 2872.76 9711.3 7498.19 4583.17 2915.02 2213.11 1014.55 1198.56 220.699 220.217
internal_count=223821 157852 133222 95923 37299 65969 49123 23585 25538 16846 7522 9324 24630 24628
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=12
num_cat=0
split_feature=129 92 157 190 157 188 16 67 189 130 80
split_gain=54.5326 55.7228 125.32 150.987 107.631 87.029 108.676 81.8339 13.7234 13.3943 14.8597
threshold=1.0245748931830738 0.16809356862225958 -0.34683522364676694 0.36728746442834787 -0.48256233024458506 1.0388603079974559 0.2186936504985848 0.18092605751205618 62.500000000000007 0.0018302972703988063 1.8551123624657631
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 -2 -11
right_child=8 2 3 -5 -6 7 -8 -9 -10 10 -12
leaf_value=0.0071317200424658479 0.087255066237705112 -0.013237409664963723 -0.036876684086488663 -0.00046717997418765326 0.024631056642579665 0.060104220442038218 -0.022761698588982155 -0.038933905816485023 0.23682844411927145 -0.088605359331662276 0.062895335855235754
leaf_weight=8578.28782023245 5.0573933681007466 1256.1456888075918 2040.2296588853351 2578.3245115660829 1864.7478694770252 477.26251096604392 1417.0263682003133 101.10567231848836 1.4580195974558581 103.84635885764146 6.9045634157955638
leaf_count=124583 14 5304 18767 14613 7226 1212 49056 339 6 2689 12
internal_value=0 0.000356805 -0.00609073 -0.0165509 0.00938917 0.0050761 0.00289376 0.0427912 -0.0680544 -0.0718929 -0.0791603
internal_weight=0 18313.1 7739.45 4618.55 3120.89 10573.7 9995.31 578.368 117.266 115.808 110.751
internal_count=223821 221100 45910 33380 12530 175190 173639 1551 2721 2715 2701
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=151 193 122 45 160 118 124 139 58 154 13 93 128 164
split_gain=53.1212 89.9869 59.7432 76.3284 54.3949 49.2451 170.839 53.0421 47.603 35.5918 54.2095 38.2 30.4686 10.447
threshold=-0.38590520279073565 -0.026580518460199685 -0.30568416331203002 0.16729881877892824 -0.40848264857443323 -0.22836282915412451 -0.43675793960167808 0.05127429160122414 -0.32929175225313562 -0.31520651628892721 0.066998867434155437 -0.041579844220495786 -0.32094032481009221 -0.13666933913453197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -4 -7 13 11 -11 -1 -10 -3
right_child=2 8 5 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.44750197603977898 -0.057916578115554077 0.032811081713196681 0.19065410915563669 1.11678415637144 0.064720649621266058 0.0056538912846699164 -0.028789842183608139 -0.0052581643928057836 0.026306869972258531 -0.060676379511162649 0.11450819925928575 -0.067398064215168377 -0.062637192616943602 0.35673588370179338
leaf_weight=1.5070708701387037 42.989827637124108 1.406805745908059 36.813542410265654 0.66641898301895608 227.8872133383702 12580.375737221562 976.6975056527881 6896.6032649061235 42.597157289157622 23.061183590791188 75.470976443495601 32.789410201192368 401.79411392251495 3.4066499145701519
leaf_count=43 3667 57 872 28 3908 111864 14355 80283 672 991 480 670 5910 21
internal_value=0 -0.0293419 0.00128926 0.0478871 0.0452574 0.00067174 -0.020819 0.00179004 -0.0507235 0.042967 0.0735067 -0.0447721 -0.0541115 0.262064
internal_weight=0 582.033 20762 271.543 270.877 20490.5 1013.51 19477 449.205 132.829 98.5322 34.2965 444.391 4.81346
internal_count=223821 8844 214977 7603 7575 207374 15227 192147 6660 2184 1471 713 6582 78
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=195 195 116 23 139 21 121 183 148 35 16 188 177 27
split_gain=59.1143 99.7717 60.8866 60.1191 50.8071 32.8726 32.3761 31.4054 42.0813 21.0039 15.2583 9.53639 5.06888 3.16575
threshold=0.15008793528703659 0.17208494560522256 -0.015123902548817597 -0.040721133222626479 -0.25125655983547829 0.13535017078921449 0.10926187784336146 0.99317803728996901 0.26026714990749933 0.29236139860555793 0.43123942361639361 0.40055577664905201 0.42048760083613795 -0.068318806001815613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 4 -4 -3 6 9 12 -9 -1 13 -8 -2 -7
right_child=1 2 3 -5 -6 10 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.10061035859325579 -0.15796576394797102 0.011538741241067435 0.012464354684170918 -0.002835040321095056 -0.054164032680561372 0.029460848728118452 0.084695883824756624 -0.018438076294872086 -0.17934420511726964 0.14058604600730823 0.066196110771195638 0.19692304974672992 -0.26515960723530185 -0.10572067601500411
leaf_weight=15.480357676562564 27.881169815358589 173.99763953080401 3567.3140528456024 9172.3571568225379 363.72143778254758 1.9214927177818086 129.23203824274242 62.796894407489162 21.929244874874712 4.7085861930972888 8.7982688265037705 8.0428249766118807 5.2405140064656726 17.601691477131681
leaf_count=1144 267 3974 27822 89185 98428 38 766 1192 253 37 84 41 25 565
internal_value=0 -0.000755285 5.77944e-05 0.00144904 -0.0329036 0.0560425 0.0738818 -0.0923613 -0.0600846 -0.0443571 -0.043142 0.0912712 -0.174926 -0.092416
internal_weight=0 13395.2 13277.4 12739.7 537.719 185.785 157.464 117.848 84.7261 20.1889 28.3215 137.275 33.1217 19.5232
internal_count=223821 221146 219409 117007 102402 2675 1988 1737 1445 1181 687 807 292 603
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=173 67 155 146 20 53 178 157 106 71 9 71 151 148
split_gain=66.1251 134.257 129.309 106.549 87.3769 78.7669 74.367 111.736 83.6273 67.6279 85.235 61.589 58.7192 49.6921
threshold=-0.060459755547611439 -0.037256782984801708 -0.16764956352288488 -0.13591403348712891 0.044452450269526718 -0.014400423147228331 -0.12825315631983178 -0.2691886585001389 -0.20117939556961492 -0.0051955145855301895 -0.27232753793059322 0.075716532974178977 -0.17494001776873716 0.21718736549573889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 11 13 6 -4 7 -1 -8 -6 -11 -3 -5 -2
right_child=1 2 5 12 9 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.028167440992953603 -0.083341179444272939 -0.006351193471056716 -0.0060347271587672295 0.055744507822302038 -0.040036591001433586 0.020074043413951036 -0.0092507626120903116 -0.018107171367525942 0.045434261874732679 -0.038907240340182107 0.0117973034827975 -0.046553521745286604 -0.027536756616614817 0.022462570112808271
leaf_weight=1019.0106793409213 460.23022179913823 747.46339500078466 2362.8014188370726 114.11635168388602 504.67295827926137 2261.4329476780549 360.98858611797914 1069.4295456561958 1241.0691516961961 421.43976761744125 1554.0256213425018 777.39080826594727 328.00210809725104 49.128536967444234
leaf_count=14002 2147 38548 34148 983 12973 63775 2078 8311 11400 3259 13296 10980 7531 390
internal_value=0 -0.00700277 -0.00159378 -0.0419593 0.00714952 0.00673349 0.0169046 0.00447156 0.0331122 -0.00736617 0.000980151 -0.0268469 -0.00604081 -0.0731362
internal_weight=0 7100.57 6149.09 951.477 6170.64 4624.23 3690.5 2088.44 1602.06 2480.14 1975.47 1524.85 442.118 509.359
internal_count=223821 158502 147451 11051 65319 97923 35791 22313 13478 29528 16555 49528 8514 2537
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=151 95 19 145 109 16 77 140 77 134 71 168 50 67
split_gain=72.3084 135.19 116.929 123.662 121.276 116.101 99.685 90.5457 79.0016 71.8897 67.0994 53.2066 34.0371 37.1376
threshold=-0.10751280960822673 0.025047047271430364 -0.14690153724323124 -0.30975767833433315 0.47857298839478973 -0.25634900187959503 0.29238148493748939 1.6057834617456697 -0.034806356438385963 0.052901474023141465 -0.10979538469349311 14.306517868012735 3.2086214274484646 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 4 -4 10 -7 -5 11 -10 -3 -1 -2 -14
right_child=1 5 3 7 -6 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.045563648106136515 -0.060097399633409654 0.3197835648039371 -0.015037179071358268 -0.0082862165081154168 0.076944272209768183 -0.0013033468238333511 -0.029009491604746813 -0.18065869038738033 0.080304676336921649 0.027575062989794508 0.014538530636493609 0.020975596745378515 0.76056905741906145 -0.080418989024677867
leaf_weight=209.360131669775 465.41152173964656 7.2231350581569123 240.72062908584485 3120.7344649927109 354.3408805479994 3845.8965471611591 1960.6349085063557 30.774702700786293 326.84755476246937 1237.503951626597 2401.9854471498984 282.10191794089042 1.0584416099300145 1.0420511168194924
leaf_count=6525 92386 172 14139 34114 1749 28107 9384 68 8807 7237 16823 4138 8 164
internal_value=0 -0.00597785 0.0084406 -0.00207498 0.039735 -0.00300136 -0.0106586 -0.00996945 0.0276045 0.0385921 0.0154537 -0.00736976 -0.0582847 0.343356
internal_weight=0 8683.25 5802.38 3746.57 595.062 8215.74 5806.53 3151.51 2055.81 1564.35 2409.21 491.462 467.512 2.10049
internal_count=223821 147044 76777 50070 15888 54486 37491 34182 26707 16044 16995 10663 92558 172
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=15
num_cat=0
split_feature=68 68 68 42 197 34 181 197 41 90 197 124 86 76
split_gain=50.722 67.6425 131.403 125.156 115.566 101.294 87.1469 75.9143 59.833 57.7964 41.5146 36.8162 43.7261 30.4238
threshold=-0.17678034568037579 -0.097446925912865037 -0.061187348346193736 -0.027153718164936246 -0.0033183532249298352 -0.11508908973776037 -0.023244407881257961 0.39375471784427679 -0.074692883723348188 0.054145841460639353 0.73400835140616083 -0.11527752084476699 0.30709034104776028 -0.069050187224057466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -4 -2 -3 -5 11 13 -11 -1 -13 -10
right_child=1 2 4 7 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.4451190423798882 0.0032932576158357565 0.048750568665956583 -0.023427735395330683 0.072219298568303517 0.0012692554013537043 -0.050467324530887196 0.0094239993124450722 -0.078155676479720049 0.13825803432290118 0.10182835033824533 0.28987457389335042 -0.069493335875784032 0.02581864351559526 -0.032402886009122132
leaf_weight=1.8690056263585564 559.02640199253801 811.86183700000402 2276.9410108727752 201.33505237236386 11286.672539092746 939.45389399520354 1841.8139717633894 40.289733143523335 13.29710705502657 91.549914276227355 13.467072992585598 66.421643226814922 174.81670372281224 48.716059943777509
leaf_count=59 4945 9480 79565 1297 94079 14666 15105 272 251 174 19 2301 484 1124
internal_value=0 -0.000905545 0.00110488 -0.0196421 -0.00287666 -0.0304113 0.0214555 0.047145 0.0346606 0.0807401 0.125943 0.00300114 -0.000424192 0.0041909
internal_weight=0 17957.4 16217.3 1740.11 13563.6 1498.48 2653.68 241.625 410.138 167.03 105.017 243.107 241.238 62.0132
internal_count=223821 219409 198229 21180 173644 19611 24585 1569 4412 1568 193 2844 2785 1375
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=15
num_cat=0
split_feature=157 57 12 118 106 77 64 28 87 132 118 34 183 158
split_gain=48.7859 47.4335 55.2922 53.9632 64.8842 51.8067 47.2705 14.1962 2.87321 9.47324 3.00845 4.28852 2.39346 9.8092e-05
threshold=-0.49176382482268366 5.8361462853826662 0.84906815738276242 -0.16646196166256602 1.4323138525943304 -0.057056114471345683 0.060736826850997204 0.31807514985640212 0.012435838693209961 0.11569360749065384 -0.37131640202598165 -0.066134728314595756 4.6157078181951876 -0.29443466336902685
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=-0.080515913869669831 -0.02026876455320166 -0.01950202129664241 0.0029888872526141769 0.0090097848079039242 0.57753028498957626 -0.0043913777148341581 0.021470625444106606 -0.07603747780121152 0.2204441580844923 0.3791689287971407 -0.076106241778912828 -0.080494787658099753 0.16850588551716511 -0.08326696080844527
leaf_weight=1.5595352917152923 99.33534332329873 1736.6412771373289 3757.124521646474 4223.3423727682093 1.8222100473940361 9101.0950625878759 2190.894497160567 84.449286450166255 0.842297002673149 0.60794227884616692 93.71402684377972 1.0816029882407736 0.40172455093124781 0.14135770499706191
leaf_count=501 1473 21772 53854 34319 110 84334 16816 2245 3 12 8219 92 70 1
internal_value=0 0.000712641 0.00812726 -0.0023057 -0.0188762 -0.000143716 0.00979645 -0.0458946 -0.0698815 0.0403558 -0.0725316 0.0512584 -0.0750621 -0.0807445
internal_weight=0 21194.7 6131.8 15062.9 1738.46 13324.4 5948.02 183.785 98.3485 2.30884 96.0397 1.9239 94.1158 1.70089
internal_count=223821 214923 74388 140535 21882 118653 70670 3718 8898 514 8384 95 8289 502
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=15
num_cat=0
split_feature=166 28 65 86 98 110 1 152 109 107 73 20 140 140
split_gain=56.0651 50.9954 49.955 75.199 357.458 57.2489 44.2267 111.411 81.1791 38.69 56.6902 6.17548 2.84327 3.80545
threshold=-0.058169121697204694 3.7209708264758219 -0.014590217504094916 0.23056643258631879 0.10342350317772202 0.46368590888635158 0.014031555764398544 -0.055912789241328871 -0.17327318542755046 0.01536677217219151 0.20602275045995211 -0.41567684471591188 -0.41327588257602182 -0.40400623954355869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 -1 7 -2 -8 11 -11 -4 -3 -14
right_child=1 12 9 4 -6 -7 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.0039198497530955395 -0.010472748346750594 0.031113487635727483 -0.0027458860537577503 0.43607383853228215 10.722923371174602 0.14653353691581769 0.0092664758156745398 0.033781872700447774 -0.0090000153395409753 -0.048845033858665413 0.0094825824035881644 -0.084232619931963168 -0.3203778031110186 -0.093600472157834735
leaf_weight=550.94724097139624 981.46166634606197 1.7971803145483125 9.9297134154621727 0.38540637936966859 0.037025276571512222 26.50767167815502 4721.2558398078399 1353.2020658171969 5019.7114165452804 390.4299362170932 290.70147730813187 146.72426813119091 0.75030071474611659 53.678537214640528
leaf_count=27321 11108 25 984 412 4 1085 48281 23689 48515 11680 2306 46712 5 1694
internal_value=0 0.00237377 -0.0186559 0.00396229 1.3377 0.00298661 0.00281617 0.0151778 -0.000146605 -0.0342572 -0.0239513 -0.0790675 -0.0926404 -0.0967266
internal_weight=0 12131.9 1415.66 577.877 0.422432 577.455 12075.6 2334.66 9740.97 837.785 681.131 156.654 56.226 54.4288
internal_count=223821 133317 90504 28822 416 28406 131593 34797 96796 61682 13986 47696 1724 1699
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=173 67 155 68 56 161 34 173 19 34 121 182 158 41
split_gain=57.2579 112.921 109.619 98.0353 97.249 90.6405 85.2119 121.56 78.6476 72.3898 69.671 68.6979 63.3575 50.0675
threshold=-0.060459755547611439 -0.037256782984801708 -0.16764956352288488 -0.054820278155270866 0.11726649680297345 -0.20192053091382076 -0.02591402858957197 -0.13028532411454188 0.11737025954667681 0.011660447860253177 -0.15000363093738811 0.38162735750807408 -0.13200538047444035 -0.012029972019060984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 6 -4 13 7 -1 11 -3 -8 -5 -10 -2
right_child=1 2 4 8 -6 -7 10 -9 12 -11 -12 -13 -14 -15
leaf_value=0.022774814695099864 -0.076929907817094911 -0.061536575982461629 -0.0015223240966818425 0.053063579302330646 0.033489613710878094 -0.0055831513577875753 -0.041960668919520605 -0.015229067949550066 0.015445758283517193 -0.011767952878160881 0.035005433924351272 0.005494282373987136 -0.063258548330139719 0.038804533249780733
leaf_weight=1858.2023106781999 462.93450992251746 397.01614193228306 3609.8998916531855 948.55404413514771 1016.780912774746 443.36570100198151 728.48930631700205 1538.5200257331308 325.49460969143547 1107.6079681183328 140.25630829109286 446.49655578564852 149.15118764506769 40.662481714738533
leaf_count=21201 1875 3861 80883 9420 17040 8770 7650 13859 1965 45667 3989 2185 5050 406
internal_value=0 -0.00641684 -0.00145306 0.00678239 0.00617206 -0.0385559 -0.00158674 0.00556124 0.0258755 -0.0249001 -0.0295347 0.0378387 -0.00928603 -0.067585
internal_weight=0 7078.27 6131.3 6135.16 4626.68 946.963 4265.47 3396.72 1869.7 1504.62 868.746 1395.05 474.646 503.597
internal_count=223821 158502 147451 65319 97923 11051 46699 35060 18620 49528 11639 11605 7015 2281
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=112 157 142 163 35 72 193 151 27 8 100 121 168 130
split_gain=67.781 105.715 140.153 126.08 126.785 104.134 98.2494 101.131 99.6805 87.753 74.4088 66.9096 66.6167 57.9623
threshold=0.18654963014823603 -0.071748039824284765 0.16718526073967641 -0.28061819015251288 -0.053098038070992344 0.54594948199279414 0.27126220337696511 -0.083736102572306501 0.44867692557201344 -0.28073777989496823 2.1115108017205704 -0.072859300763596743 24.278598140633928 0.46046909463947944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 9 -5 -3 7 12 11 -2 -10 -8 -1 -9
right_child=1 2 -4 4 -6 -7 8 13 10 -11 -12 -13 -14 -15
leaf_value=-0.016319387579803439 -0.016660107216684459 0.063911145443540235 -0.025394827789711073 -0.023059446343655133 0.0062995186765274118 0.0088062711562638708 -0.040153212344078482 -0.054141030936819767 -0.031190456508350912 0.044559578270792641 0.11853163732176081 0.018320341839893527 0.047204828197668101 0.040215790738094899
leaf_weight=878.97350180310605 315.47265690355562 836.05610931578849 405.00226961984299 2599.9445373733179 3387.2160454512632 581.42464669210312 215.78287377534434 984.78348016117525 907.00313110725256 908.21367024473147 34.454365413635969 2101.6005430048681 203.25865177856758 69.711196071148152
leaf_count=47732 5577 8993 1304 13918 17093 2734 5082 93530 3416 7551 100 10321 3882 2588
internal_value=0 0.00496682 0.026485 -0.000471739 -0.00644971 0.0413081 -0.00919856 -0.0258635 0.00172815 0.0287768 -0.0257111 0.0128756 -0.00438863 -0.0479032
internal_weight=0 9033.33 1822.48 7210.85 5987.16 1417.48 5395.57 2136.73 3258.84 1223.69 941.457 2317.38 1082.23 1054.49
internal_count=223821 57170 13031 44139 31011 11727 166651 147732 18919 13128 3516 15403 51614 96118
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=15
num_cat=0
split_feature=19 19 58 65 89 124 75 134 30 181 148 166 115 126
split_gain=58.3563 75.5969 118.851 97.641 87.4497 68.6682 61.4523 57.7036 48.3826 74.6212 51.5026 32.1747 17.3872 28.9502
threshold=0.3714728352665248 0.10540220617215683 0.80710105333726578 -0.047154065770162575 -0.063588966635891628 -0.15631779893602074 0.059567894097628568 -0.098244978395750027 13.60131401888108 0.10333651161078804 0.34686018398634189 -0.034355668281508933 0.0017203738210127318 0.84931741386700543
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 11 -11 -2 13 -10
right_child=8 2 6 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0060174894305422867 -0.088687487223270883 0.080864918776399397 -0.088139237682420157 0.013665805639360233 0.024992645084333548 -0.0027516171341043245 0.21188613347918339 -0.080455170563919501 0.60366229871351662 0.027537774874607207 -0.065353591530653565 -0.01854764756254668 -0.068319855944931882 -0.028963296892387011
leaf_weight=115.82670736557338 119.68862346257083 232.4272474082245 139.9148145019135 3101.7283065972442 961.58946032734821 12343.246934560419 7.177075780928134 231.21886106973398 0.72636614192742754 444.60624694576836 68.941988963866606 144.19097938487539 225.03986867534695 175.10648229951039
leaf_count=5068 3385 7733 1742 36109 37676 94413 28 6000 39 4452 682 17890 4372 4232
internal_value=0 0.00131526 0.0144694 0.0183503 -0.00203906 -0.000746437 -0.0735001 -0.0515949 -0.0216917 -0.00714076 0.0150674 -0.0503612 -0.0499108 -0.0263499
internal_weight=0 17133.1 3481.25 3334.16 13651.9 13304.8 147.092 347.046 1178.3 777.428 513.548 263.88 400.873 175.833
internal_count=223821 188769 45612 43842 143157 132089 1770 11068 35052 26409 5134 21275 8643 4271
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=14
num_cat=0
split_feature=95 185 195 158 168 26 154 58 195 182 58 128 106
split_gain=48.2859 46.7741 49.6037 73.4462 66.4194 33.7732 33.912 31.5561 23.3091 21.6472 21.2806 8.57638 6.99288
threshold=-0.11177436050458354 2.1250261550606053 0.72078351214570657 0.20927190529407991 16.768629793072552 -0.13127190741400491 -0.023334516456270913 -0.32929175225313562 0.20900306975136426 0.01103626981620221 -0.034292897612758028 0.24296660970579181 0.19469109567689194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 9 -3 -9 -1 -8 12 -7
right_child=1 7 3 -5 -6 11 10 8 -10 -11 -12 -13 -14
leaf_value=-0.077181365057596624 0.0018811438068975336 0.25371726535069533 0.030461858844423258 -0.015177697725288406 -0.017656663307966135 -0.048464561799859411 -0.019806066994015353 0.16618560323097564 -0.071047193977503698 0.016271100631794207 0.10107111292468335 -0.19542778572841246 -0.10305997422746549
leaf_weight=75.32729952596128 17174.582541456082 3.2053892370313397 1246.133058557054 491.74759093590546 1936.1278296508244 41.791585286409827 26.262227956438437 4.2744346889667204 133.34238188160816 36.943150637904182 32.698141658242093 6.7910499647259703 53.487589390948415
leaf_count=781 181415 23 12725 2143 21378 547 667 41 2570 444 454 16 617
internal_value=0 0.000984699 0.00137267 0.0175478 -9.82537e-05 -0.041321 -0.0141801 -0.0564541 -0.0636786 -0.0464304 0.0472298 -0.086852 -0.0791132
internal_weight=0 20989.4 20848.6 1737.88 19110.7 273.301 171.231 140.822 137.617 112.27 58.9604 102.07 95.2792
internal_count=223821 220295 217661 14868 202793 3526 2346 2634 2611 1225 1121 1180 1164
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=166 154 151 35 176 119 8 154 103 189 58 140 2 13
split_gain=50.5877 103.069 106.776 72.0638 106.828 62.4188 56.3516 53.5039 45.7676 43.8839 41.8531 33.2911 34.0707 15.497
threshold=0.15178880448991031 0.021436617909826691 0.053303765257924067 -0.081429878672345038 0.41148727358758996 -0.084587110089513126 0.81762182647270587 -0.31520651628892721 0.10822551556120148 37.500000000000007 0.031040582916270577 -0.36735490211503014 -0.43197138685748232 0.72133123954140166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 -5 -4 -6 -8 13 -13 -3
right_child=3 11 8 6 9 -7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0057230301968313052 -0.06243602489245579 0.079914857428616606 0.0066126487634207186 0.034507121044446171 0.15149443480676156 -0.019941182277965097 -0.072125888766304977 0.0047059771824335857 0.039401139697863546 -0.089866296433026432 -0.0099245951613454939 0.10286253062113815 -0.069359328535349651 -0.10285661851365627
leaf_weight=1379.6091007018913 39.310220640749321 24.553148128790784 1718.9032084682913 687.88148223701864 92.721581534598954 3026.9046829927283 131.2443670235225 4850.6734124450886 565.85349172620772 8.199209825601427 615.43479790445417 11.873607399080354 352.74459388955438 5.719761384476441
leaf_count=20063 2057 223 12334 8746 451 46527 1704 44316 5228 592 5181 3746 72574 79
internal_value=0 -0.00573987 -0.00281004 0.00651245 0.0774122 -0.0119061 0.00493059 0.00840724 0.0147332 0.131885 -0.0208578 -0.0553847 -0.063751 0.045382
internal_weight=0 7086.16 6691.27 6425.47 140.231 4406.51 6285.23 5538.55 2284.76 100.921 746.679 394.891 364.618 30.2729
internal_count=223821 160774 84152 63047 3100 66590 59947 53062 17562 1043 6885 76622 76320 302
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=157 82 67 136 197 127 134 184 64 4 116 5 165 182
split_gain=60.5475 70.0288 58.2242 73.5 77.0737 66.3191 65.2181 59.4583 45.1724 38.8035 26.3009 34.8162 21.3982 18.371
threshold=0.0034080792639437428 -0.15036336830851049 0.72687803385945415 0.08589821083428463 0.095453326157629831 -0.25900548065268086 -0.045899165582581426 2.7672421104906015 -0.019200122305639004 -0.041216201944120519 -0.29430533343414256 -0.17937163381476504 0.16221844025872115 0.2571985035937831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 -5 -1 -4 -8 9 -2 11 -3 -10 -12
right_child=1 10 6 4 -6 -7 7 -9 12 -11 13 -13 -14 -15
leaf_value=-0.030725930420163181 0.038654938464304997 -0.11189168664357346 -0.14886172243474083 -0.024355061681125091 0.0025152675142115933 0.0088838737005573123 0.049841950123999022 -0.059249300120175555 0.10775773338358619 -0.0440285422300992 -0.034030353172121455 0.078814409233487481 -0.017807772502545286 -0.070267997627847731
leaf_weight=450.97016850922955 107.0171074628015 12.766906965116503 19.113061953248689 2018.3561049816199 2265.8658521654434 6743.2380836938974 502.57484418811509 55.476053415914066 64.678848889830988 120.85912442230619 559.10012771123729 38.267279424471781 17.175848797400249 186.58569324165001
leaf_count=4113 2819 442 126 18198 22391 59565 6258 1193 606 6804 88686 662 2176 9782
internal_value=0 -0.0226586 0.00178414 0.000225786 -0.0101437 0.00640093 0.0327761 0.0389971 0.0176904 -0.00519805 -0.0383446 0.0311066 0.0814099 -0.0430977
internal_weight=0 1106.45 12055.6 11478.4 4284.22 7194.21 577.164 558.051 309.731 227.876 796.72 51.0342 81.8547 745.686
internal_count=223821 111977 111844 104267 40589 63678 7577 7451 12405 9623 99572 1104 2782 98468
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=118 100 117 91 91 127 67 170 158 73 71 158 97 107
split_gain=67.1934 91.1779 114.706 77.5505 67.3753 49.833 48.0268 85.9981 66.0167 46.6661 49.8247 49.0763 32.9711 26.0648
threshold=0.31432145170230991 -0.028561333418748412 3.970662655931446 0.032908176808468061 0.11983300392843362 -0.35023827329797835 0.32223625990328314 0.027977698839439031 -0.1023771594943905 0.44270550497931926 -0.26331143110763516 0.90516611787266688 0.073210712415489237 -0.21178005168320238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 12 8 -8 -7 11 -11 -1 13 -2
right_child=5 2 4 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.062786403423586198 0.29275955018547001 -0.016022480115074303 -0.010144751546430139 0.0074471725040585468 -0.058418514839976399 0.0021627785593430798 -0.079831229780719104 2.560079695371343e-05 0.030614146094962009 0.65641046895528721 0.0095065268252766382 0.23515283827105882 0.073936777458640843 -0.077900055642692978
leaf_weight=437.18630094727996 2.0641995075857293 1873.5358834992658 636.04935016449599 5664.8074986740248 530.06431910709944 2030.666471286997 149.13804943673313 1408.0279318030225 1362.9055273154663 1.2055698670446862 95.865439989618608 5.599428816640283 171.70346642588265 23.444567131344229
leaf_count=75474 12 68044 7930 29283 2201 14252 689 6109 12953 7 1128 2142 1490 2107
internal_value=0 -0.00537411 -0.00290082 0.00161416 -0.0320879 0.00888109 0.0069174 -0.00762271 0.0135892 -0.0452526 0.0175407 -0.0590187 0.0581768 -0.0479058
internal_weight=0 9244.31 8704.46 7538.34 1166.11 5147.95 4950.74 1557.17 3393.57 539.857 97.071 442.786 197.212 25.5088
internal_count=223821 186209 107458 97327 10131 37612 34003 6798 27205 78751 1135 77616 3609 2119
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=15
num_cat=0
split_feature=19 68 20 74 78 82 127 103 154 14 14 119 14 46
split_gain=50.8658 50.8311 81.5671 49.9666 85.1996 81.8603 35.2273 51.3756 44.5694 41.3598 35.8755 33.033 20.5931 20.506
threshold=0.55052905951537867 -0.17678034568037579 -0.12707736363352748 1.1681926015611306 0.19286437322759895 0.25138683722502592 0.51832983549449019 0.88528351816220552 -0.13451837735778016 -0.048884985129519408 0.69926457718460411 2.6019231980924666 -0.4271748300190254 -0.07794927903774114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -5 -3 8 10 9 -2 -8 -4 -10 -1
right_child=6 3 11 4 -6 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.084561370142118716 0.076509816412840922 0.0047176352085468798 0.056317704703897555 0.051679151680136107 -0.019102393075707661 -0.0095401866175390329 0.034227039779951667 -0.099575064458455917 0.016076157851635055 -0.10230466778229007 0.27891692404910406 0.26376867329787451 -0.070684442589380711 0.018845019996743682
leaf_weight=56.084411020885454 47.976496963761747 9837.187960818701 287.07753702293849 461.50273480126634 269.28705837205052 6817.6897820476152 88.070005524117732 29.872049515135586 30.28492316743359 17.710128517850535 6.4293465703958637 7.8865494653582564 283.01633425903856 29.141921116504818
leaf_count=923 133 160603 2725 1068 1322 39348 601 164 186 519 23 15 15878 313
internal_value=0 0.000795157 0.0369667 4.15711e-06 0.025597 -0.00111882 -0.0314408 0.0147391 -0.0465955 0.0282987 0.0508747 0.0618644 -0.0622978 -0.049203
internal_weight=0 17765.9 380.19 17385.7 730.79 16654.9 503.359 124.371 378.988 65.6866 94.4994 294.964 313.301 85.2263
internal_count=223821 206317 3976 202341 2390 199951 17504 788 16716 652 624 2740 16064 1236
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=20 19 108 49 140 92 28 14 184 89 154 158 149 156
split_gain=47.0904 58.2039 71.9057 73.0329 53.9585 64.0108 38.914 32.9681 17.3928 18.1202 16.9243 13.5205 6.38664 2.79061
threshold=0.97135989787038857 0.47756493120841254 1.2888551843705212 0.3585366809886395 0.77593679223508083 0.29732731230754439 0.014367766052356904 -0.060452756880684189 -0.056185145252725381 0.3098354984533524 -0.15190809262978847 0.1526622737391303 -0.45223323127153353 0.82918715307402746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -6 12 10 -10 -11 -2 -14
right_child=8 2 6 -5 7 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0022249468825006192 -0.079091510456152481 0.059604669368553111 0.036754196676826167 0.27780905146374574 -0.03426095299945911 0.013691482931611626 -0.00091026403229246778 -0.18752750850664449 0.09718033661805206 -0.033267405176103562 -0.098784345557380249 0.14198393058557765 0.48067728895858697 0.084524855865034706
leaf_weight=16570.538745478174 2.8134824300650498 66.030454562744126 483.95139065937838 19.980200666002929 302.5607304944424 2981.3568215936539 633.23975798941683 14.717260914854704 4.6271099285222581 20.517811182711743 92.691783456131816 5.604706209152936 0.18116938136517902 9.6106540629407373
leaf_count=167179 49 1361 14311 153 6177 26691 5270 46 35 368 1222 40 2 917
internal_value=0 0.000831513 0.0221885 0.110293 -0.000461785 0.000202059 0.0154054 -0.0413704 -0.0581913 -0.0696171 -0.089467 0.00433357 0.0536997 0.0918545
internal_weight=0 21072.4 1203.2 86.0107 19869.2 19551.9 1117.19 317.278 136.047 123.441 97.3189 26.1225 12.6053 9.79182
internal_count=223821 221188 21095 1514 200093 193870 19581 6223 2633 1665 1257 408 968 919
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=195 195 139 127 38 133 10 14 160 154 52 154 26 67
split_gain=52.8403 85.0117 55.1001 76.2102 58.7379 32.7792 30.4832 28.137 27.0363 21.064 12.7484 12.4468 5.07062 2.40019
threshold=0.15008793528703659 0.17208494560522256 -0.39519916627942581 -0.29112976810678864 -0.020731373013360303 0.15054381109389839 0.10076633533752724 0.48486935854106111 0.11406375881350724 -0.46023950022962484 0.31466564217983062 0.48737053438122774 0.013945514880845221 0.13393506508865058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 6 10 9 -9 -2 -1 -8 13 -7
right_child=1 2 4 -5 -6 12 11 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.11590105091588504 0.066752396184284954 0.056707171842846398 -0.061256601079248518 0.0025946418147495594 -0.0012108972758836868 -0.093722452044612187 0.088280540374207808 -0.16690401623774381 0.0085442314503522427 -0.14490486725119556 0.07196711415905814 -0.1051841072460737 -0.096191908111917981 0.099453476627882148
leaf_weight=11.746407263490257 5.0944117054605149 391.22755890677217 165.19012322667913 777.50476886023534 11816.202679668335 0.90499891614308881 139.37453395387274 11.248967412626369 40.067894140142016 61.028340681375994 5.2159260583575806 3.4067804607766439 15.252985527928102 2.2233149483799934
leaf_count=1037 125 5122 66667 5844 141776 70 930 63 233 1316 54 54 522 8
internal_value=0 -0.000773528 -1.70674e-05 0.0207086 -0.00203876 0.0540562 0.0686079 -0.085477 -0.0299151 -0.128598 -0.0581315 0.0836644 -0.072406 0.0435691
internal_weight=0 13267.6 13150.1 1168.73 11981.4 178.125 159.744 117.44 51.3169 66.1228 16.9623 142.781 18.3813 3.12831
internal_count=223821 221146 219409 10966 208443 2675 2075 1737 296 1441 1091 984 600 78
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=15
num_cat=0
split_feature=115 34 176 145 20 167 44 24 1 14 44 73 184 121
split_gain=56.6979 93.9018 99.1086 125.697 90.1185 90.2262 141.254 81.1351 66.6618 65.1173 102.37 62.1557 84.1776 67.1661
threshold=-0.087344505252517371 -0.036924358383894414 -0.12776144721603563 -0.25710072507844245 0.041623028718297671 -0.36745480912842321 -0.09066567355215395 -0.096471588426794277 -0.43394772052080283 -0.17945733722480209 -0.13722943632657572 -0.059460158099069078 0.2362408666143124 -0.18071381890158958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 8 -4 5 6 -1 -7 -3 -6 -11 13 -13 -2
right_child=1 2 3 -5 9 7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.024708633394079152 0.098005778071462421 0.048512915880568906 0.038893911134613449 -0.0022964994263950673 0.0084863671805852046 -0.031927234862634109 -0.050940268351251233 0.031979185093789816 -0.051387054219597189 0.035876191992615797 -0.043142943003539512 -0.055527557057896006 -0.0097123500806315603 -0.0085620272311192486
leaf_weight=558.27158726751804 72.282960865180939 76.929092323523946 909.86928555002669 3988.3597733128991 1004.4131976141944 216.83922449406236 442.44590303744189 2370.2147563450562 507.0684468181571 204.92547778223525 819.91576421956415 828.50189432984916 777.25570345605956 325.32420629679109
leaf_count=9621 698 811 7078 124430 7404 2448 3483 18856 3992 2889 18060 12154 9319 2578
internal_value=0 -0.00605838 0.000712194 0.00535481 0.0072338 0.0167598 -0.00873792 0.0266227 -0.0382274 -0.00960836 -0.0273424 -0.0245861 -0.033351 0.0108115
internal_weight=0 7485.59 5482.23 4898.23 5617.03 3587.77 1000.72 2587.05 583.998 2029.25 1024.84 2003.36 1605.76 397.607
internal_count=223821 161060 136311 131508 62761 34408 13104 21304 4803 28353 20949 24749 21473 3276
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=15
num_cat=0
split_feature=134 183 63 118 183 190 93 80 196 121 145 20 99 109
split_gain=63.6044 67.2457 86.9636 81.3709 75.3528 72.6475 38.7958 30.631 25.6301 15.5367 15.0948 7.36077 7.86826 7.77134
threshold=-0.040367847619797954 2.4880863322571334 0.54129870043640871 -0.09878132616252483 1.431256160171823 1.2515190704094004 0.11029145333544947 2.9627771708214663 0.82564184711537558 -0.16453898331154973 -0.020834245144444371 -0.42789424771500267 0.74757913968241008 0.45931844976028868
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 11 -10 -11 13 -13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.081054809064671746 -0.018811490866830406 0.00072879309047128654 0.054299499508040722 0.0039019411827659403 -0.0057843519842565548 0.018497801917053889 -0.055722040348462336 -0.089524028796426541 -0.088489192195494976 0.10111884900051822 -0.092741236043352659 -0.077422830318603239 0.046023022164473078 0.10455338705843265
leaf_weight=4.1939318967561103 1863.6739317596512 157.77448738861131 576.95341540686786 10263.163351712064 327.0486703524366 369.38850430585444 533.09004326770082 28.258742792531848 9.0199300159001705 20.924657229916196 4.9706477273721239 167.43758576305117 5.3275676458142689 4.8813553755899193
leaf_count=1673 39885 737 6962 107348 1877 1689 1671 136 243 120 74 61350 23 33
internal_value=0 0.000647158 0.00264176 0.000411301 0.0325624 -0.0232307 -0.0428302 0.0108212 -0.053937 0.0245373 0.0639071 -0.0690049 -0.0736161 0.0187789
internal_weight=0 14119.4 13030.8 12126.8 904.002 1088.51 690.865 397.647 216.756 34.9152 25.8953 181.84 172.765 9.07529
internal_count=223821 160305 156072 147233 8839 4233 2408 1825 63516 437 194 63079 61373 1706
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=15
num_cat=0
split_feature=29 98 180 2 89 161 14 126 95 28 110 187 187 12
split_gain=49.5688 53.5095 128.096 107.417 56.5448 68.7667 46.9429 37.2549 40.8228 36.2257 15.4582 7.68488 6.07249 0.000346381
threshold=-0.11441128060287216 -0.047232792641994183 35.722222222222229 0.92361469962194953 -0.063588966635891628 -0.44059628145497348 0.19742062428523224 0.83532548723650379 -0.16379719382484884 -0.08993547266908139 -0.37201989370715127 0.99480193494290392 1.746051769843546 1.3133897352522097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 9 -6 -2 11 10 -3 -9 13 -10 -1
right_child=1 4 3 -5 5 -7 -8 8 12 -11 -12 -13 -14 -15
leaf_value=-0.083928779917680926 -0.086157522241617823 0.050715664667792627 0.066150466865050134 0.91725915025777172 0.03316825547471778 -0.00087729154384541671 0.13078979745341718 -0.084112596656661612 -0.075626296248746325 -0.063180549378575909 0.092302166337489056 0.19231042415706667 0.065730836598562145 -0.080460397877476511
leaf_weight=0.49652392230927744 87.332338336593239 32.168149574659765 289.44848739888403 1.4905119540053409 615.07096685701981 16743.672458320041 11.259747160715049 6.3423223618592628 179.12194885616191 211.72372881378396 22.904285148251802 7.54749596118927 3.0914563755504778 0.68542122922372073
leaf_count=10 3922 1126 6281 86 6270 179938 1581 533 18460 5221 146 5 27 215
internal_value=0 0.000468483 0.0371284 0.0705108 -0.000342769 0.000329042 -0.061381 -0.0472677 -0.0556251 -0.0481582 0.0540454 0.155181 -0.073228 -0.0819174
internal_weight=0 17992.2 389.531 290.939 17602.6 17358.7 98.5921 220.189 211.46 243.892 29.2466 8.72944 182.213 1.18195
internal_count=223821 204425 11870 6367 192555 186208 5503 19396 19166 6347 679 230 18487 225
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=15
num_cat=0
split_feature=151 86 15 114 90 154 182 14 195 5 58 58 119 50
split_gain=46.8129 81.5256 54.5634 62.0962 70.6866 49.0772 41.7655 48.0912 41.2162 94.8638 92.5378 36.5457 7.05146 4.74055
threshold=-0.38590520279073565 -0.20858880666035143 1.7669523049654656 24.099062520482089 -0.029903971579923808 -0.14347685305726507 -0.026131715551607908 0.068780631701137782 0.36394752248939749 0.1798690827705412 0.042677015127354952 -0.32929175225313562 0.11906778037402616 0.01268162555992791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 4 -4 -5 7 -3 9 -2 -10 -8 13 -1
right_child=2 6 3 5 -6 -7 11 -9 10 -11 -12 -13 -14 -15
leaf_value=0.13906085007143093 -0.015150882824350604 -0.082071450204239491 -0.011461619394310105 -0.042788361592212554 0.013344702560507366 0.025238094395502925 0.19931111215311353 0.039448429638541421 0.014156951102973167 0.016844838907440634 -0.011556266123275923 -0.058927051541885912 0.25483684800181805 0.015894068888640631
leaf_weight=18.681742623448379 4860.4004493522953 45.082364646543283 1374.8913818744768 412.08521131041925 6982.8661837106629 142.80517682991922 5.5633360877400255 117.30516560329124 3177.8890908545 1144.9390782377741 2501.1792340442771 366.63942184168263 4.5623015931341788 3.7526578176766625
leaf_count=72 50188 1723 16938 5817 67080 1176 81 1257 39246 11057 23475 5635 24 52
internal_value=0 -0.0280427 0.00122005 0.0071132 0.00926394 -0.0252812 -0.0366049 0.00571183 -0.00327514 -0.00905079 0.00283232 -0.0550672 0.141506 0.118458
internal_weight=0 561.587 20597.1 8912.65 8357.76 554.89 534.59 162.388 11684.4 6005.34 5679.07 372.203 26.9967 22.4344
internal_count=223821 8844 214977 91011 84018 6993 8696 2980 123966 61245 62721 5716 148 124
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=70 92 126 22 76 130 108 155 152 177 154 76 180 72
split_gain=49.2822 117.728 99.7405 131.949 82.2113 77.8982 107.808 75.2001 66.2789 64.4761 59.2983 102.531 77.0366 51.526
threshold=-0.028532837665545568 0.029588650722472427 0.85373994627338468 0.26946617840339554 -0.058676834586059975 0.15740340486698443 1.2628340721389117 -0.033484404314260523 -0.076216864848166477 0.22164591020571275 -0.22637429797707351 -0.10637555679800524 35.846720214190107 0.6128240905890594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 13 -7 8 -3 -9 11 -1 -12 -6
right_child=1 7 3 -5 5 6 -8 9 -10 -11 12 -13 -14 -15
leaf_value=0.028300215093257704 0.0536209137204001 -0.0066335356516648587 -0.028120745721229107 -0.15013789446581005 0.031487170593939469 -1.1068282491295667 -0.034816178260294588 -0.061375047593547449 0.01882050280717612 -0.0022316426287496399 0.0091246555860483042 -0.034302676555542859 -0.022109916713291908 -0.1031019367220527
leaf_weight=1225.2787293798756 137.16246460816183 1883.6613854421594 1532.9574944296855 94.065196556475712 1773.4223256313053 0.94319889514008437 173.7875485771292 318.18497055157786 2238.8073032511893 438.14401140210975 1374.4885936423379 332.64187322376529 1855.7469405716984 28.908718711667461
leaf_count=12638 3063 19270 61975 2670 30474 45 5110 33951 15637 6157 11531 5019 16091 190
internal_value=0 -0.00613311 -0.0282713 -0.0351751 0.00599262 0.023148 -0.0406029 0.00187213 0.0071899 -0.0271131 -0.00109093 0.0149335 -0.00881938 0.0293284
internal_weight=0 6642.98 1764.19 1627.02 6765.22 1977.06 174.731 4878.8 4122.47 756.329 4788.16 1557.92 3230.24 1802.33
internal_count=223821 142723 67708 64645 81098 35819 5155 75015 34907 40108 45279 17657 27622 30664
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=0
split_feature=115 9 107 1 118 160 19 63 23 26 85 163 151 2
split_gain=53.667 113.044 93.4705 75.5579 56.6269 52.6478 67.3129 51.8515 55.0292 44.1327 31.7245 27.776 26.2391 24.0338
threshold=0.020123917735721333 0.62726014972173738 0.040275086046012439 -0.46395062793278147 0.04864573951645617 -0.21084417104364189 -0.1816833429060237 0.0055799349835936735 -0.0098441300311421318 -0.047511965840593633 0.1445850817378774 -0.015309718567576619 -0.20553544682018951 -0.23738649316729035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 12 -9 -4 -3 -12 -6 -7
right_child=4 10 9 -5 7 13 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.039076672734205675 -0.060967859501869962 0.068079995894296558 -0.0057410690045567002 -0.0041259447117954302 0.059538127667877284 -0.076331301666003493 0.026750877726434842 -0.052208052683814135 0.0062062046851263869 0.034885861667868279 0.30994037771438515 0.11858410345671265 -0.11512998320681851 -0.035047041189241381
leaf_weight=426.49171859142371 130.59976737620309 79.93463644044823 349.94358700609882 7965.9818754847802 10.136576386750674 210.20273101021303 264.96588004985824 177.44057369421353 1769.7219402890187 1133.3187339333817 11.492311500012873 22.313560162961949 56.753310063504614 428.38969935717614
leaf_count=4347 731 603 11907 89042 54 3865 1675 8359 32950 15100 80 163 187 54758
internal_value=0 0.00330111 0.00215948 -0.00193046 -0.0118575 -0.0308784 -0.0022103 -0.00209084 0.000883044 0.0253008 0.102425 0.183636 -0.0886606 -0.0486364
internal_weight=0 9989.48 9875.74 8392.47 3048.21 1034.16 395.566 2014.05 1947.16 1483.26 113.741 33.8059 66.8899 638.592
internal_count=223821 121242 120396 93389 102579 61029 2406 41550 41309 27007 846 243 241 58623
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=14
num_cat=0
split_feature=181 126 97 107 73 73 2 163 125 112 84 140 87
split_gain=61.4294 63.9338 95.7991 92.2143 83.2283 78.5878 151.41 92.3052 41.3067 610.49 26.668 26.0214 25.764
threshold=-0.11804459893627176 0.95960441781706263 0.28611165743647632 -0.09830695149560735 1.0723317216725834 0.58632759785991639 -0.18852080340756053 -0.33016299141652955 -0.39746539191436436 -0.0404810317438353 0.047942215305853568 1.6057834617456697 0.42866551088377169
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 9 10 -1 12 -10
right_child=1 2 4 -5 -6 7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.08034894721297528 -0.023305949524642228 0.037810924154935435 -0.048270750681087091 -0.019233933106184278 0.015490702763901113 0.066268668688219609 0.007011437899680441 0.010313711538450353 -0.083781840607184008 10.600377611581052 0.41865397931726656 0.13347651476135844 0.045240958135913223
leaf_weight=2.79164483549539 2398.1760195728566 509.12657982371456 937.65395041194279 639.09448437044921 261.89705368317664 319.89743212983012 5261.1230471201197 3759.9406445262139 161.0436198639145 0.056174589321016266 1.7376040783710776 6.4239945458248249 17.122291889972985
leaf_count=1549 37304 4965 2707 7437 615 871 128801 17234 22036 2 10 37 253
internal_value=0 0.000477631 -0.0145866 0.00606002 -0.0343498 0.00349041 -0.00248113 0.0147011 -0.0568881 0.23959 0.111089 -0.064253 -0.0713824
internal_weight=0 14086.9 2347.77 1148.22 1199.55 11739.1 7659.3 4079.84 189.175 4.58542 4.52925 184.59 178.166
internal_count=223821 199934 15724 12402 3322 184210 166105 18105 23887 1561 1559 22326 22289
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=15
num_cat=0
split_feature=129 129 10 142 49 32 148 109 128 157 70 142 2 64
split_gain=47.9464 48.9274 104.509 119.118 86.5764 58.8614 68.0393 60.1795 23.5863 12.5067 6.60525 3.06919 5.60552 0.466253
threshold=1.0245748931830738 1.0153701820172836 -0.33946573530575902 -0.029852834849504298 -0.10248595710008367 -0.14822429548061497 -0.30004057204691464 -0.11562454126595156 0.018831995175022632 -0.19359771742599177 0.69946393829138354 2.0067833241950268 -0.21208821660964947 -0.099185529567965405
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 -2 -11 13 -13 -10
right_child=8 5 4 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.075529940877156393 -0.10989208445243051 -0.084355429198508927 0.012763488456771985 0.054417838472024062 -0.04191868687099265 -0.024907165301368116 0.045616446819737914 0.0024439682153775933 -0.12513316223921772 0.026901684139520234 0.17289992703272847 0.14326911779181636 -0.09010288673438005 -0.088967944443836697
leaf_weight=88.404121153522283 4.0288260411471155 43.917536272492725 393.81195679918164 349.10306876036339 1093.5204223198234 850.85889495632728 485.93596305893152 14748.173317169756 3.7240104115335262 6.878319164272396 5.639494776725769 1.6158728338778017 2.8350644796155384 83.403279728954658
leaf_count=1133 25 711 8644 1481 41777 42502 6976 117876 88 42 4 2 44 2516
internal_value=0 0.000267054 -0.0148024 0.0281602 -0.0274401 0.00206546 0.0348436 0.000952084 -0.066523 0.0433545 0.0926765 -0.086376 -0.00537928 -0.0905137
internal_weight=0 18053.7 1924.84 437.507 1487.33 16128.9 529.853 15599 108.125 16.5466 12.5178 91.5782 4.45094 87.1273
internal_count=223821 221100 53035 2614 50421 168065 7687 160378 2721 71 46 2650 46 2604
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=151 77 71 129 151 127 98 194 90 35 160 155 73 69
split_gain=43.3971 48.0511 60.9641 92.8933 69.5303 39 38.7717 49.7637 41.615 29.0381 36.2424 25.4924 20.6292 18.2683
threshold=0.60552610832839671 -0.35914641964089722 -0.095998184986305898 1.0142840879578461 -0.32470965660181528 0.53086945628838544 0.070319323418192956 0.48785273283927411 0.39079024587170658 1.1389167180270388 0.16630551142586164 0.15779423141527266 0.23638936012168371 0.011099746173041469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -4 6 7 -2 -8 13 -11 12 -7 -1
right_child=5 2 4 -5 -6 11 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.096893299489081819 0.017800737791649542 0.099321660170088588 -0.029639247788904116 0.011352067984658723 -0.0003704422349194312 -0.29927923950764113 0.094621524457402365 -0.11987079356664983 0.01746479380196931 0.26493718461660581 -0.057925799796749881 0.0026959650417504428 -0.071144940478484173 -0.068874582201588638
leaf_weight=6.9255989901721469 558.59364988957532 130.0531073755119 851.13456746158772 1558.7954404477496 17492.203267362856 7.3331520091742304 141.78993408638053 27.550712933996692 137.88071790692629 6.3178532202728075 7.7316554652061313 15.984744665212927 8.6264689872041327 165.92493660352193
leaf_count=39 10502 1412 15623 15245 175742 14 1237 207 1784 67 205 285 52 1407
internal_value=0 -0.000525503 -5.46219e-05 0.0181263 -0.00172852 0.0219435 0.025947 0.0113297 0.0565824 -0.0509951 0.0872608 -0.086566 -0.175968 -0.0622328
internal_weight=0 20219.1 20032.2 1688.85 18343.3 897.759 865.815 586.144 279.671 186.9 14.0495 31.9444 15.9596 172.851
internal_count=223821 209740 208022 16657 191365 14081 13730 10709 3021 1718 272 351 66 1446
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=167 77 157 192 19 19 183 48 58 105 151 179 106 124
split_gain=48.3042 101.382 65.997 58.4384 100.377 58.8386 58.0083 56.0068 54.1007 53.5136 41.8763 35.072 30.7837 25.918
threshold=-1.0000000180025095e-35 -0.017472587274536159 -0.53195462639253854 16.294995232821559 0.11334029909157846 -0.55422292126346984 1.0224367640238021 11.072643920852601 0.017689694567238037 42.005310215576465 -0.14360630054211357 0.76791299232691357 0.98855679250052031 -0.18599301744146088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 11 -2 -4 -7 -6 -3 -5 -12 -1
right_child=3 10 7 5 9 8 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.14929824959108876 0.0084784657504032197 -0.083904499957039635 -0.042646720890284762 0.15933776203517042 -0.0068778987346291539 -0.019401242790077732 0.039278061959881566 0.0031474977508703841 0.0017083560734664446 -0.17437383503389381 -0.032954385934598422 -0.0029933792667714296 0.15154208947817516 -0.088080709590178857
leaf_weight=38.261895805597305 1139.2501116944186 203.05380417141714 313.96873515998959 35.714843786787242 1276.4689023720348 1586.3213180588937 1320.0618665788788 1787.767543093938 5173.6305725169368 19.363954819738865 438.04931356909219 21.215417481493205 9.2343295263126475 5.2280356490737168
leaf_count=69 9085 35609 10868 341 17498 33713 9816 15546 41191 165 49423 329 31 137
internal_value=0 -0.0116557 -0.00117041 0.00312538 0.0131427 -0.00239273 0.0250105 -0.00369349 -0.00324532 -0.00938083 -0.0462427 0.098844 -0.0291454 0.120762
internal_weight=0 2795.56 2145.23 10572 3755.14 6816.88 2459.31 2101.74 6759.95 1295.83 650.337 56.9303 447.284 43.4899
internal_count=223821 111683 26620 112138 36564 75574 18901 26414 74904 17663 85063 670 49454 206
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=14
num_cat=0
split_feature=124 173 73 167 151 108 172 26 167 77 160 46 85
split_gain=58.1382 87.9965 60.8631 92.7339 120.842 86.6156 71.4145 70.6679 62.404 37.7012 22.4749 20.2817 9.78569
threshold=-0.27889709445003108 -0.054519892985922927 -0.059460158099069078 -0.37151957614605974 0.043804134453413655 1.7852265987942864 0.23353295026295542 -0.038486411768132771 -0.23330987280218321 0.34603568447623323 -0.31550699338085969 0.92899058606577889 -0.20055750122964719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 6 -4 -5 -7 10 -3 12 -1
right_child=2 9 5 7 -6 8 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.36846240006019226 -0.002440681428427344 0.1194531676255739 0.037883357667868781 -0.010169413400529364 -0.10390125834892346 0.045108952453852158 -0.010258901025859253 0.02538955572732406 -0.0024271214529332334 0.73759381290051063 -0.07687154976854671 0.51025406806709783 0.074411466063780948
leaf_weight=1.1705607585608948 750.35020268184599 5.9884549630805841 322.26102030015318 706.24791000358528 139.15818354208022 565.0976679592859 7026.8537546472853 2678.5460314218362 540.11915839876747 0.57707106322049995 221.85064816640806 1.1536383100319643 34.124882421339862
leaf_count=11 11222 50 3162 20984 816 3025 111496 33522 11331 8 27361 15 818
internal_value=0 -0.0466418 0.00069414 0.0104192 -0.0183136 -0.00422262 -0.00814785 0.0179701 0.0218781 -0.0696668 -0.0717114 0.0976496 0.0841636
internal_weight=0 264.865 12728.6 4274.3 889.508 8454.33 7349.11 3384.79 1105.22 228.416 227.839 36.4491 35.2954
internal_count=223821 28263 195558 66544 12038 129014 114658 54506 14356 27419 27411 844 829
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=181 112 77 106 67 160 63 156 106 70 107 12 8 127
split_gain=61.0253 58.6157 104.555 113.616 79.0418 97.1708 67.6027 44.9729 25.7034 42.2819 22.9345 17.5126 14.2036 6.42404
threshold=-0.11804459893627176 0.37290391417226698 0.137302760089794 -0.1294090753797921 -0.13785081707509816 -0.32495738627119924 0.38789369118311584 0.54774046396911469 -0.25614455913669948 1.0061052085573707 -0.31230166778287954 1.7595644066619065 0.60972773754424237 0.23435693741985167
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 12 10 -10 -11 13 -1
right_child=1 4 6 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.095770590112786519 0.041062574802799817 0.036739305501383428 -0.029735406779822712 -0.0027672394079261884 0.046512867701169643 0.0058183804954498632 0.01614095091339595 -0.064975507835263319 0.38191229550141648 0.098152711264869796 -0.05416681255163585 0.433175369819429 0.11842704997080851 -0.17218048966464816
leaf_weight=21.473596603726037 669.20436669655464 54.353557242779061 2029.8223587841203 5088.4154976585269 665.73690996272489 4946.4898896734667 381.59273165976629 217.07680022268323 1.2177694340643928 5.8817993272095901 125.11356394171889 2.1236209683120251 2.3299540281295767 22.565261034229479
leaf_count=553 10200 165 24325 132815 4073 23777 2959 1620 17 77 23072 5 3 160
internal_value=0 0.000486611 -0.00499446 0.00232707 0.00809669 0.0106457 -0.0224757 -0.0446073 -0.0579983 -0.0358406 -0.0499632 0.187025 -0.122192 -0.134923
internal_weight=0 14052.7 8169.03 5757.62 5883.66 5612.23 2411.42 271.43 180.706 134.337 126.331 8.00542 46.3688 44.0389
internal_count=223821 199934 170299 143015 29635 27850 27284 1785 23887 23171 23089 82 716 713
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=16 52 55 15 157 128 157 109 115 74 118 16 14 145
split_gain=47.6787 72.7907 68.1073 50.611 58.8218 107.591 78.7807 57.6687 44.1562 41.9795 29.4593 24.8169 19.0041 17.8512
threshold=-0.49239385868530189 -0.07804552391693341 -0.10908517639131816 1.9670553419657864 -0.019546029201652174 -0.48031549672490581 -0.16912614876778814 -0.19576933999107513 -0.034580384306485586 1.0839566284148392 9.9882129736265295 -0.39611781610951019 -0.58812229795628945 -0.2087245721194089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 -6 -2 11 -4 -9 13 -5 -1 -3
right_child=3 10 8 7 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.049580582497010264 0.0056048825829154748 -0.18307152319546449 -0.095139174895729789 0.43900329839466362 0.14188204138842422 0.014561778468425041 -0.013486856527344236 -0.0096695819142094321 0.11779563743038866 0.025693540556029227 0.17123658599042657 -0.071197118557617151 -0.095021443743828371 -0.080326523582121168
leaf_weight=11.388900742866097 8312.9941587756912 19.347819191869348 11.705415176693348 0.95919913539546442 68.507426745985867 2128.7613873317896 2920.7652127168258 3854.6908569165644 57.959996057674289 367.71079925645608 4.329303601756691 157.16002281673718 44.999133754696231 134.21356108036707
leaf_count=103 51405 143 157 76 6012 63048 22560 51899 325 946 11 21686 1068 4382
internal_value=0 -0.0407793 0.0158867 0.000523606 0.00356785 0.0185314 0.000641051 -0.0088103 0.0820176 -0.00658996 -0.0860191 -0.0681021 -0.0658156 -0.0932718
internal_weight=0 283.944 126.053 17811.5 13431 2197.27 11233.8 4380.52 69.6654 4222.4 157.891 158.119 56.388 153.561
internal_count=223821 6189 1653 217632 143025 69060 73965 74607 482 52845 4536 21762 1171 4525
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=92 112 76 2 76 192 55 151 61 90 173 163 70 55
split_gain=42.8991 44.83 67.4625 71.1249 56.9927 53.0073 44.006 39.1913 26.6064 18.7222 26.6729 21.9441 8.32216 3.46806
threshold=-0.12013921675869497 0.45541359026687861 0.18481435167759433 0.1326830716237378 -0.057536988868128712 15.503546348855588 -0.063256107249681295 0.16468619950683613 0.017708243992065578 -0.18837288852991976 0.17648842055340039 0.085553723099236992 -0.057876190728869632 -0.063256107249681295
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 9 10 -1 -11 13 -10
right_child=1 5 3 -5 -6 6 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.15288162140408212 0.0079584316556277051 -0.006849285857948053 0.02555049382588517 -0.024532765542075684 -0.0042652839464601602 4.7240959195202061e-05 -0.034440765065934978 0.059700524124422921 -0.17153400510227132 -0.05139914028802009 -0.087234807969148676 0.016208383821636984 0.079086257105323687 -0.09703130519041768
leaf_weight=13.259894148795867 5981.9200923988246 212.74361243579187 1984.1056783441454 330.83529455319513 10526.096104355995 592.43975417871843 985.29275506336126 151.51149790198542 7.2065930175594977 158.8832017218956 7.1051157927140585 68.798345849500038 2.5165167370578265 46.973294105846435
leaf_count=194 53028 1874 24299 2024 116378 6011 14554 1229 37 2622 105 948 93 425
internal_value=0 0.000913579 0.00240602 0.0183929 0.000164157 -0.0135521 -0.0214905 0.020832 -0.0368803 -0.0227537 0.0691078 -0.0309702 -0.0986841 -0.106941
internal_weight=0 20764.9 18823 2314.94 16508 1941.99 1577.73 364.255 304.743 248.047 20.365 227.682 56.6964 54.1799
internal_count=223821 219397 195729 26323 169406 23668 20565 3103 4424 3869 299 3570 555 462
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=195 192 138 97 25 106 107 78 195 196 151 121 67 154
split_gain=47.5935 114.835 99.2239 94.3012 181.784 91.7776 86.5297 84.432 130.102 68.2334 67.2666 63.8199 63.6997 48.6528
threshold=0.31079811995949053 18.205630160050632 0.14983842830872254 0.038229647579930269 0.16895057318300075 0.32943863456601141 0.084661986481546117 0.013064529425640644 0.50769137833749289 -0.11241072985986293 0.05644635194579415 -0.017242314284884281 0.19912420260752087 -0.22637429797707351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 -4 10 -3 9 -9 -2 -1 -7 -5 -8
right_child=1 6 3 12 -6 11 13 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.029114696270570263 -0.13541258757984495 -0.042143439921702969 -0.024008211756001648 -0.030371690843603201 -0.12693106139248872 -0.099357894060656052 0.0136398386334705 0.034449385834847523 -0.0094543162180559387 -0.00085115115963598485 0.011096089293796923 0.027837722560451878 0.026650137954766492 -0.013840885146845408
leaf_weight=978.60915060348998 38.476646785908088 675.65395579706455 734.39330048156808 384.17712158255745 223.93253561644451 40.779435316188028 1130.5740720351023 2536.3598454124549 919.71283235422925 1829.065914905801 723.65559132333874 1207.1137337639229 399.76973849070782 1497.6869932237059
leaf_count=8034 457 41326 27268 11377 4401 394 7803 49175 17853 22269 8527 9782 3356 11799
internal_value=0 0.00441968 -0.00809395 -0.0270162 -0.0480583 0.00308098 -0.0102251 0.0135084 0.022766 -0.0036235 -0.0120206 0.0236811 -0.0012937 -0.00201976
internal_weight=0 8627.53 4692.43 1742.27 958.326 2950.16 3303.92 5323.62 3456.07 1867.54 1702.26 1247.89 783.947 2628.26
internal_count=223821 150682 73139 46402 31669 26737 60928 89754 67028 22726 16561 10176 14733 19602
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=15
num_cat=0
split_feature=124 174 56 73 13 132 128 19 67 160 76 152 160 160
split_gain=52.2919 68.7638 56.8559 68.4974 65.4591 69.9839 50.1431 46.9298 39.1663 25.4654 24.0521 15.2274 8.22909 4.53166
threshold=-0.27889709445003108 -0.052593358906827113 0.23169675388753885 0.15338482437628645 -0.02489570281333062 0.065297581902011945 -0.27163991102442459 -0.37679074278837454 -0.1342808272742409 -0.31550699338085969 0.03437749875501827 -0.11347550682665311 -0.17764922925168244 -0.22482265730722267
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 7 5 -2 -5 -4 -6 -3 -11 12 -1 -13
right_child=2 9 3 6 8 -7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.079092460159094977 0.016927013542799216 0.10847452859952991 -0.0061384971879601541 -0.093504474588577358 0.053681368523961305 -0.0039449593514754968 0.0014034175709620642 0.044370230149910594 -0.033059868888817033 -0.077417183367634396 0.27855194222947594 0.08631891748064692 0.19848012220290512 -0.086921016903048751
leaf_weight=23.37874160613865 2012.5505896924296 7.93033583741635 236.01650211037486 60.698565804270402 55.436673416756094 7961.5927136921964 671.7007611913632 833.98516874523193 853.3076539903268 205.08037092656741 1.9158724427106779 1.9965448081493358 7.666728676413185 6.195411566470284
leaf_count=290 20640 64 2087 2474 1761 68762 11093 15480 73261 27191 36 16 54 612
internal_value=0 -0.0451607 0.000650076 0.0171008 -0.00207445 0.00026652 -0.0064622 0.0332292 -0.0277683 -0.067385 -0.0741225 0.0765749 0.108575 -0.044699
internal_weight=0 254.164 12685.3 1802.4 10882.9 9974.14 732.399 1070 908.744 214.927 206.996 39.2374 31.0455 8.19196
internal_count=223821 28263 195558 31134 164424 89402 13567 17567 75022 27291 27227 972 344 628
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=15
num_cat=0
split_feature=118 72 129 133 123 157 131 35 6 20 74 93 35 187
split_gain=59.4114 88.2726 96.1223 95.9828 70.1915 44.3168 43.9868 63.1025 50.6727 39.4268 25.2182 27.4478 24.8409 19.1625
threshold=0.31432145170230991 1.2166116411983781 1.015235524699784 0.10398296379992482 189.50000000000003 -0.58825334679712249 -0.50851364856602255 0.42751028827028664 0.088972858683161599 0.61584296586860698 -0.12682628044887492 0.0013610795274583301 -0.046099265117039663 0.99480193494290392
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 10 9 -9 -8 13 -12 -7 -2
right_child=6 5 3 -5 -6 12 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.029208440741088589 -0.096867566607128378 0.12269652741103064 -0.017180783354694924 0.0072399891467699222 -0.052916831710985948 -0.10172680929269072 0.0093498590569272028 0.10696606705519636 -0.025075065006771466 0.05112099384608243 0.27930278699716848 0.073280976996079217 -0.042278970858163491 0.097443894693102398
leaf_weight=126.86173569041421 14.72391508499277 14.541632551699875 2243.6270319121941 5693.8751617835223 579.30708015105483 89.168444902228657 3987.1703362197295 30.286044612177648 720.29866610723548 239.53947451003478 6.9198990543663959 98.732881785195787 332.00632228777977 7.7448240481317034
leaf_count=9048 362 30 100235 43517 31777 410 30028 121 4145 1786 253 865 1192 52
internal_value=0 -0.00502202 -0.00280822 0.000337175 -0.0381632 -0.0489389 0.00846149 0.00697227 -0.0197472 0.0117171 0.0663152 0.0867747 -0.0548649 -0.0298897
internal_weight=0 9079.39 8643.67 7937.5 706.169 435.716 5105.42 4977.29 750.585 4226.71 128.122 105.653 421.175 22.4687
internal_count=223821 186209 184577 143752 40825 1632 37612 36080 4266 31814 1532 1118 1602 414
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=15
num_cat=0
split_feature=166 104 185 152 157 105 118 162 152 195 180 77 157 125
split_gain=45.2158 78.8088 74.6253 65.9067 79.7885 76.8252 65.3342 64.4764 62.1678 62.02 52.9153 44.662 40.0854 32.5081
threshold=0.37501008615738629 0.23456264726155582 1.492123513525782 0.19828832678154715 -0.019546029201652174 55.73806727090362 0.88927559149185431 0.23619390348422534 -0.068563506359063539 0.34659115668535395 39.826639892904957 0.01505541110016227 -0.40797404914491114 -0.37010249413418678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 -2 8 -4 10 -3 -8 -9 -11
right_child=1 9 7 5 -6 -7 11 12 -10 13 -12 -13 -14 -15
leaf_value=-0.0005754980856226687 -0.076939701600219568 0.061254282687548844 -0.023103540374799229 -0.015850188859707553 0.021962302716103214 0.37577667131766163 0.07715937951238086 0.0075550749925945085 0.041853305170198689 0.12464248184200771 -0.037839075578533658 -0.075499144269250196 0.088640019402366543 -0.028956577947471852
leaf_weight=11693.149185881572 308.19272599220858 213.5058988633682 289.4345073653385 2544.0608163366887 1814.5408439230523 5.0189693940919815 53.777352555422112 83.89874514285475 300.11245385278016 14.251032276428303 72.080906475661322 29.775427503394894 223.07708998769522 415.92425266577629
leaf_count=85034 19117 1007 657 49956 60029 172 554 385 531 77 491 352 765 4694
internal_value=0 -0.0196185 0.00123666 -0.000331058 0.00245209 -0.0150791 -0.0556761 0.0293145 0.00996314 0.000116263 0.0362435 0.022757 0.0664789 -0.0238681
internal_weight=0 1107.51 16953.3 16056.8 13507.7 2549.08 391.746 896.523 589.547 715.762 285.587 83.5528 306.976 430.175
internal_count=223821 26292 197529 195191 145063 50128 20023 2338 1188 6269 1498 906 1150 4771
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=15
num_cat=0
split_feature=8 180 136 30 194 115 35 136 178 180 125 112 174 27
split_gain=44.9922 52.6711 82.2137 49.8221 50.1545 46.969 46.567 47.6126 46.423 89.3721 54.4985 39.608 26.3897 26.1131
threshold=0.44894682924399371 30.248326639892909 0.37742584921193661 8.861870719955208 -0.09271664296505365 -0.014955498945287679 -0.065112110341125448 0.014494627687790588 -0.0012797540327965453 34.264390896921022 -0.023719152110446385 -0.15167291716976419 0.32303300069586094 -0.18612532626872882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 13 -6 12 -8 9 -1 -10 -4 -3 -5
right_child=1 6 11 4 5 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.039116589832003529 -0.028288163063669398 -0.021518476916010439 0.24445239208811578 0.15044133726436482 -0.0094000860085170397 0.0034261659752288505 -0.046573527083210095 -0.0053308174490126828 0.0076373387250430599 -0.0099609056964032276 0.04507198988292066 0.076700350450509477 -0.095482275324218699 -0.065144202187635558
leaf_weight=496.98062396200839 68.236373631982133 87.264314123312943 20.297294767573476 5.8379143327474585 3862.5179630751227 10945.718318485888 328.66348241688684 1887.2270924773766 810.63807862612884 1464.3969837217592 747.51545167004224 45.912797066383064 107.86596717726206 149.48531571193598
leaf_count=7990 679 1015 149 27 64443 80148 3239 18220 7200 30078 8312 222 908 1191
internal_value=0 -0.0121752 0.0487404 0.00200565 -0.000512311 8.06204e-05 -0.0155721 -0.011448 0.012711 0.00247452 0.0255964 0.128126 -0.0624049 -0.0570413
internal_weight=0 2545.47 134.446 18483.1 14963.6 14808.2 2411.02 2215.89 3519.53 1961.38 1558.15 66.2101 195.13 155.323
internal_count=223821 24432 1050 199389 145809 144591 23382 21459 53580 38068 15512 371 1923 1218
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=15
num_cat=0
split_feature=167 114 187 35 176 149 61 132 2 132 191 35 0 143
split_gain=47.4358 72.9531 66.7058 64.3764 82.9342 61.7932 52.4415 74.632 61.3218 52.4024 29.5606 22.4057 25.2321 10.7793
threshold=0.16736354874500373 6.343547153918613 -0.018793644105504232 -0.081429878672345038 0.41148727358758996 0.0150186336119914 -0.033854384620378271 0.19310551503739939 0.097911434028528185 0.043955111146790786 0.2017156560376939 0.033230001985854081 12.246260232039633 -0.09406894091687891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 13 -3 7 -5 -8 -4 -6 -1 -13 -2
right_child=3 2 9 6 10 -7 8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.078135465901783357 0.1066296138740688 -0.0056005788787339443 -0.053444999040527123 0.02642879294505561 0.14176377026301509 0.023805202692514838 0.017398624923941088 -0.068855005642429412 -0.0078156778820482331 -0.0080559436024620693 -0.081692855512035825 -0.018373211484099296 -0.074115374735872944 -0.078189235148007796
leaf_weight=113.81632085785895 3.5335481329093446 1443.9396860295237 276.15941256278529 1440.5698871600907 85.522104429313913 1414.8389985076719 1368.5960455275781 87.177387886564247 3267.0470323327754 3222.2690144512053 6.3603469069348639 419.82004488607708 100.67996935316478 29.512801553079044
leaf_count=65209 201 19183 1545 13800 274 16705 15479 804 28543 48782 498 9754 1351 1693
internal_value=0 -0.00560573 -0.00237905 0.00636433 0.0774324 0.00895265 0.00492382 0.0209916 -0.000371577 -0.0116389 0.126296 -0.037944 -0.0291554 -0.0584271
internal_weight=0 6991.52 6357.21 6288.32 124.929 2858.78 6163.39 1527.75 4635.64 3498.43 91.8825 634.316 520.5 33.0463
internal_count=223821 162529 86215 61292 2666 35888 58626 14604 44022 50327 772 76314 11105 1894
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=15
num_cat=0
split_feature=72 73 101 130 190 138 70 46 117 103 43 129 88 107
split_gain=50.8281 61.7065 71.9494 72.3516 70.3408 88.9784 73.8343 67.4663 61.5819 36.702 36.5603 33.7926 27.7759 17.1053
threshold=0.68144917278649453 0.055221036117698831 0.10951316575849292 0.20598160581652361 -0.033131511848610649 0.39986252583153237 0.0037241141170670402 -0.0071338831058908167 2.689420380134568 0.169788063296096 0.9563066858424073 1.0183394001597397 0.16338605008434295 -0.40178055716989974
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 9 -2 13 -11 -12 -10
right_child=8 2 7 -5 5 -7 -8 -9 10 11 12 -13 -14 -15
leaf_value=-0.022357915861142916 0.055554603880914745 -0.010091515394001771 -0.014196735515398989 -0.055137735440853965 0.022135891557327259 -0.0090313641957898861 0.010831289176835773 0.013164397188992172 -0.11652574008210287 -0.064209726849780005 0.028076584157778667 0.0091696129626064778 0.11597018599672466 0.13303921309214534
leaf_weight=1571.3753748491799 72.150296487205196 855.84315910965415 2142.1028589968919 611.19226422724023 2915.9905056834104 1335.4945449272054 1168.9061476939387 1555.6757732316619 2.8793987743556491 118.47367932133784 307.43354234358412 133.45136619568802 40.716276631865185 59.459076699800789
leaf_count=56673 1137 31158 14794 9252 56917 9094 12519 18479 14 5368 4714 2495 756 451
internal_value=0 -0.00183054 -0.01012 -0.0288585 0.00429288 0.0123455 -0.00820059 -0.00268576 0.0252575 -0.00732911 0.0509842 -0.0253387 0.0383558 0.121512
internal_weight=0 12156.6 5164.81 1467.04 6991.77 4251.49 2740.28 3697.78 734.564 324.075 410.488 251.925 348.15 62.3385
internal_count=223821 208886 73683 40410 135203 66011 69192 33273 14935 9000 5935 7863 5470 465
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=15
num_cat=0
split_feature=148 129 12 196 128 13 108 157 8 49 91 85 12 90
split_gain=57.3746 68.5695 89.3649 105.285 65.133 74.1507 62.4605 59.9957 50.9071 60.0308 42.363 54.777 41.1842 40.331
threshold=0.46585557966381164 1.0187347616272378 1.7285704009875185 0.09549527349205307 0.12264066339168155 -0.037625760712467683 1.8395031486621041 -0.20611952597365596 0.10608416824707075 0.056942290624764233 0.19819365319286389 0.33820262806331608 2.261767372847173 0.56028526999419526
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 10 -10 11 -2 -11 -12
right_child=8 4 3 -5 5 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=0.0049676003324198182 -0.025089026299377561 -0.014070218982856084 -0.030247247939120592 0.0025383268938679762 -0.013300250336983408 0.026427716294202805 -0.057736259661588664 0.032196801073241452 0.073698519153199013 0.047616346573898814 -0.022113504967793733 0.041777730796759345 -0.0077515870582099801 -0.15789010530902212
leaf_weight=2163.6841048483548 237.72802450429299 863.45734654455737 1299.4677610218969 3977.8735142914011 1963.4345012090998 617.5864643120367 527.82931571506197 1292.6069439547136 270.25704639068863 236.05060856998898 79.908324535004795 252.78098240157124 311.79146651805786 30.124408518895507
leaf_count=21508 5472 7520 113992 32922 12349 8385 2002 11908 1623 1273 302 885 3513 167
internal_value=0 -0.00230276 0.00265158 -0.00553464 -0.0131955 -0.00379415 -0.0306363 0.015151 0.0189008 0.0351309 -0.00320902 0.00937037 0.016105 -0.059286
internal_weight=0 12705.9 8733.63 5277.34 3972.31 2581.02 1391.29 3456.29 1418.64 818.099 600.542 490.509 547.842 110.033
internal_count=223821 210586 180330 146914 30256 20734 9522 33416 13235 6409 6826 6357 4786 469
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=93 93 157 72 108 94 70 121 14 20 158 187 188 68
split_gain=49.1855 161.125 189.206 147.312 102.829 120.905 112.776 110.547 98.443 87.9121 83.2461 135.021 88.295 44.6837
threshold=-0.00058112818782813346 0.010231130786619294 -0.30148917686859916 0.20034632485592233 1.6025119301041697 0.0069205639741654092 0.28486473519651162 -0.094508237140279935 -0.086184890504146502 0.51219960670367481 -0.35109068328104948 0.13645833333333379 0.43103448275862039 -0.07243764282400196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 -4 5 7 8 -1 -6 -8 11 -3 -12 -2
right_child=1 10 3 -5 6 -7 9 -9 -10 -11 12 -13 -14 -15
leaf_value=0.016872454194921813 0.018079850579451173 0.033194047738683653 0.11192456574166386 0.02076679914023595 -0.029819715840906688 -0.05220114428977677 0.12374141804117743 -0.045306558023736551 0.047189539570348854 0.59544859948601869 -0.013316237490650263 -0.0035290557644448136 0.0056150375927833535 -0.076247616418344488
leaf_weight=863.14357044335338 81.441115782596171 1695.5840967693366 363.69615295063704 345.85668222620734 323.79502823267831 855.55091798334615 47.246912622591481 427.56725771801939 340.61704901259509 4.3115158644504836 5837.7818007993628 2444.8163786060177 4262.4559132167487 130.99730095034465
leaf_count=20344 1518 6489 6777 8485 5521 39630 573 37792 6869 29 57605 10664 18910 2615
internal_value=0 0.00219125 0.0427044 0.0674916 -0.0121015 -0.0230489 0.0207156 -0.00372527 0.0096598 0.163187 -0.000431725 0.0115099 -0.00532695 -0.0400859
internal_weight=0 15162.6 921.991 709.553 2862.23 2146.26 715.971 1290.71 664.412 51.5584 14240.6 4140.4 10100.2 212.438
internal_count=223821 113063 19395 15262 110758 97766 12992 58136 12390 602 93668 17153 76515 4133
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=14
num_cat=0
split_feature=154 139 93 195 191 1 160 70 195 196 10 169 85
split_gain=39.9805 40.4434 50.4386 65.9296 55.9447 42.7807 34.9585 20.0168 32.8199 17.6059 96.496 15.7637 5.95765
threshold=-0.47416673193660208 0.59107459813240404 0.51249747441171667 0.21459582336830788 0.55080884348013237 -0.014171486461624947 -0.099355325614443948 1.5255298009449152 0.3039593064970858 -0.085854258837454747 0.34719978834796478 0.11611030642773446 0.092267791588755629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 9 -9 10 -1 -7 -11
right_child=1 5 3 -5 -6 11 -8 8 -10 12 -12 -13 -14
leaf_value=-0.082458842012121211 0.0012785403060731086 -0.04723239466908264 0.11332215003419895 0.013809791177158257 -0.022381903355330017 -0.14582586744547119 0.0022119290454078577 0.85187607541943378 -0.082642199943490258 -0.078892709297024063 1.3763114707423014 -0.030637177258537752 -0.020104208395102272
leaf_weight=2.6080026663839813 17412.627024434449 226.60015614551958 69.374807495565619 1651.0570386117906 1060.1856760672526 36.775116123259068 387.56572591490112 0.6355585001874704 0.91950685239862651 94.579536979435943 0.54889320489019144 17.550535924267024 21.080211955995765
leaf_count=78 184231 6932 494 14193 7309 48 6926 11 38 3156 32 93 280
internal_value=0 0.000644729 0.00144584 0.0178225 -7.93722e-05 -0.0235546 -0.0160308 -0.0571531 0.299297 -0.0618183 0.171179 -0.108613 -0.0681779
internal_weight=0 20861.7 20193.2 1720.43 18472.8 668.492 614.166 120.372 1.55507 118.817 3.1569 54.3257 115.66
internal_count=223821 220226 206227 14687 191540 13999 13858 3595 49 3546 110 141 3436
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=15
num_cat=0
split_feature=195 188 195 110 180 157 11 79 118 195 181 139 153 57
split_gain=47.1184 50.5108 54.4108 102.332 97.4594 21.7256 20.9678 17.5097 15.4943 9.86075 8.25282 6.0977 2.3674 0.260109
threshold=0.1432331000577311 1.594700752558327 0.3009871292058513 -0.17345309772904191 37.554886211512731 0.29651888797674469 0.058980170775846205 -0.058979625809459625 0.42084820048493704 0.18889532552682128 -0.13511757035136956 -0.044613139672686285 0.0081866144331753463 13.328799478089334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 9 10 -7 11 -3 -1 -8 -12 -10
right_child=1 5 4 -5 -6 7 8 -9 13 -11 12 -13 -14 -15
leaf_value=0.075193847406808983 0.0072624696890958192 0.18035892525455322 0.016105394045330682 -0.024269269187624808 -0.0049605264613648316 -0.10734972414348246 0.09391079306697972 0.14351124659278527 -0.055471681667033174 -0.079353146326846244 -0.44702845430622368 -0.026501976723422672 -0.10170324699428795 -0.099186138841895977
leaf_weight=3.3150595389924993 1953.8359432631041 1.4806692645070132 4003.5196315972116 2174.9784268436561 4864.7261445146542 4.1264545768499366 91.772791163035436 8.541953639010897 2.2686628657393149 115.4967160212509 0.2031438628982859 4.4075082727940744 8.7311659893530287 3.4026811430230737
leaf_count=66 19240 56 63982 45493 89124 11 635 46 30 4070 22 123 907 16
internal_value=0 -0.000484805 0.000134738 -0.00934783 0.00454956 -0.0625943 0.0640553 0.0617988 0.0789217 -0.0760658 -0.0595563 0.0883928 -0.109555 -0.0816994
internal_weight=0 13126.7 12997.1 4128.81 8868.25 129.646 114.101 12.6684 101.852 116.977 12.2494 96.1803 8.93431 5.67134
internal_count=223821 222022 217839 64733 153106 4183 1799 57 804 4126 995 758 929 46
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=15
num_cat=0
split_feature=115 134 35 64 92 137 188 73 112 70 125 129 73 73
split_gain=50.1098 94.7498 79.817 67.618 103.711 87.169 127.955 93.4263 78.9345 63.4332 49.4494 39.9143 36.1058 27.4298
threshold=-0.18719741304846135 -0.088351997330301385 -0.19284108336748582 -0.019200122305639004 -0.045600850297052471 0.021571291220937094 0.22341710350498528 0.078001642169684623 0.24521824047387658 2.0581689594313484 1.0274569009191472 1.0170725415611386 0.13566282318206122 0.25587057005274599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 12 4 10 7 -7 -5 -6 -4 -2 -1 -3 -13
right_child=3 2 9 5 8 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.056152101880131415 0.023291912745143591 0.011925020644063644 0.040185779031939151 0.027684244400771715 -0.053585633005773597 -0.019813801333203096 0.0087732413185767546 -0.0041518657805446127 0.027884935251894533 0.66078052914422758 -0.11411413370053036 0.039386382367453537 -0.090618018673433776 -0.12526677593020022
leaf_weight=210.42713746604568 448.75329529555165 67.531164175888989 964.4912575801136 1936.4600546183792 821.35200206460286 3441.3442848428676 2872.7986256364966 1759.1787444822839 139.05680389796908 1.6498429058119644 27.814177102816757 88.585964612051612 69.857067525852472 11.422317634394856
leaf_count=3107 19221 627 13655 38901 37425 51589 32010 22293 2097 19 47 2537 225 68
internal_value=0 0.0173741 0.0311039 -0.00258008 -0.0228652 0.000331996 -0.00680731 0.0125298 -0.0417896 0.0412455 0.0152724 -0.0314322 -0.0402145 0.0205807
internal_weight=0 1413.96 1103.53 11446.8 1436.98 10009.8 6314.14 3695.64 960.409 966.141 476.567 310.435 137.388 100.008
internal_count=223821 20238 14526 203583 58790 144793 83599 61194 39522 13674 19268 5712 852 2605
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=15
num_cat=0
split_feature=73 83 109 151 92 180 188 157 158 16 0 115 51 181
split_gain=58.7722 106.068 93.6257 82.3761 102.931 81.7883 70.8676 59.1084 74.222 68.9668 54.1512 50.2062 37.2272 27.509
threshold=0.84277765377767488 0.91738301226827812 0.12780806862017485 -0.11263588960481019 0.019099202534277472 33.718206157965206 0.37365071294065971 -0.34683522364676694 -0.3428565591686582 0.21006185835521371 6.8725066270932649 -0.067498582658357328 139.70601422933103 1.3053114929268126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 6 -5 12 -1 8 -3 -9 13 -7 -4 -2
right_child=2 7 5 4 -6 11 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.021775379537088448 -0.13151700143724779 -0.047095238606651046 -0.056954509937182034 -0.056691596169505379 -0.0038056543654719391 -0.033466648424957182 -0.0050034179875968858 0.0085535502839416584 -0.1910618541020212 -0.090271193589759754 0.042771741490240212 0.030334845433060493 0.068672040677626667 0.011334725529229503
leaf_weight=2474.1206713074789 78.372494747629389 468.18307562847622 178.48666045954451 390.78348058345 6316.3004763414792 132.38781014224514 1645.5250039119419 394.19773563207127 38.776320974342525 86.027974451193586 32.436825020529795 1804.2303542350419 27.180433429777622 16.280770719051361
leaf_count=60713 207 1777 529 90052 50819 328 9006 1958 139 610 188 7334 65 96
internal_value=0 -0.00291199 0.0146587 -5.08121e-05 -0.00688702 0.0196059 0.011079 -0.0342914 -0.058107 -0.00914998 -0.0687339 0.0259734 -0.040352 -0.106946
internal_weight=0 11813.9 2269.38 10826.7 6707.08 2142.29 4119.65 987.185 506.959 480.226 127.09 1936.62 205.667 94.6533
internal_count=223821 215074 8747 210590 140871 8256 69719 4484 1916 2568 491 7662 594 303
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=112 157 152 20 118 58 136 189 95 139 101 82 39 45
split_gain=47.5283 155.393 133.322 127.711 103.238 100.257 90.2088 87.6238 77.6121 132.751 92.5968 69.0109 67.6389 119.106
threshold=0.0020693982120177576 0.063734110285144766 -0.05072368465834922 0.1634237423787229 0.35362573188189522 0.11697169861603753 0.047235046176239671 33.500000000000007 0.35780240452247003 0.96369282459756012 0.30242715987288515 -0.25776224758160332 0.33722347396899827 1.2956928093081583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 4 -3 -5 11 -8 9 -2 -10 -1 13 -4
right_child=1 3 12 5 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.069535966865129514 0.0034518253509773244 0.092962813941259881 -0.048198298274218121 -0.044581648792023053 -0.010884837742333718 0.090621952656530086 -0.024241548394821642 0.03928176929735349 -0.04742533446232141 0.11170340258197438 -0.0053189497687727676 -0.023974681685177517 0.00172268254083944 0.23017119600961775
leaf_weight=86.196620148228249 9223.3881906650786 451.9169465273626 1156.6491081138229 217.0849647274008 121.45782554650214 73.385425460815895 284.10427432224969 921.38788807418314 620.54397534299642 114.69260747311637 3298.0848959492287 935.07835657267424 433.73882426831551 15.577608173829502
leaf_count=1108 64390 5621 57227 13062 1101 956 3550 9325 5379 252 19204 28195 14365 86
internal_value=0 0.00250266 -0.0100538 0.0435978 0.0709648 -0.0104234 0.00578515 0.0243109 -0.000175215 0.0047814 -0.0119868 -0.0160823 -0.0320155 -0.0444991
internal_weight=0 14120.6 3832.73 863.845 573.375 290.47 2226.77 1205.49 13256.7 9338.08 3918.63 1021.27 1605.97 1172.23
internal_count=223821 109965 113856 20740 6722 14018 42178 12875 89225 64642 24583 29303 71678 57313
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=15
num_cat=0
split_feature=157 122 180 5 126 15 114 143 122 45 77 118 38 189
split_gain=42.749 43.4023 71.22 81.0601 71.1476 41.718 53.5013 37.6929 2.53539 9.50468 9.73686 2.87854 3.19972 2.40552
threshold=-0.49176382482268366 -0.30568416331203002 30.723560910307899 -0.022398596722284388 0.98138209053554304 1.7669523049654656 17.473282764156515 0.33331295711797898 -0.26146512983756753 -0.099023368376188317 0.36923445549249329 -0.37131640202598165 -0.12478375414593768 107.50000000000001
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 -1 -11 12 -10 -13
right_child=1 5 4 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.080454109155360221 0.051226541603472002 -0.0061433361070591837 -0.0067335466093166613 0.2636024228489468 0.29787566567786344 0.0080245777837155401 -0.014796616194667232 0.011219639634278862 0.18685276989832403 -0.080756550305540353 0.32636646811082276 -0.078650906407926199 -0.08044173954466742 0.16499710635256193
leaf_weight=6.6059169577638386 58.409699828946032 9970.3065273157554 181.59438691410469 25.959463980747387 8.005909590283407 7996.5829096180969 1178.6978768317495 1429.5595365931513 0.87988507747650146 1.0277732192480455 1.3711626376607453 77.806899667106336 0.91209314990555757 0.40733439946779881
leaf_count=1902 1154 100213 5755 275 235 77034 14275 15982 3 205 44 6590 83 71
internal_value=0 0.000600206 0.0401399 0.116572 0.00612864 7.37132e-05 0.00509286 -0.00396599 -0.0688488 -0.0185423 0.151943 -0.0745109 0.0508034 -0.077382
internal_weight=0 20849.1 273.969 84.3692 189.6 20575.1 9175.28 11399.9 89.0111 9.00485 2.39894 80.0062 1.79198 78.2142
internal_count=223821 214923 7419 1429 5990 207504 91309 116195 8898 2151 249 6747 86 6661
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=15
num_cat=0
split_feature=115 176 109 133 24 66 107 196 19 70 46 16 113 86
split_gain=46.0751 101.926 57.0986 47.5213 64.4188 65.498 62.1 60.4392 53.5761 41.6479 36.6528 33.6133 19.645 23.2745
threshold=0.015646319036788214 0.071820910860438777 -0.28753737692443837 0.039760365256378515 -0.035592039577426356 4.7456832918146707 0.19631325044602477 0.67133305633070195 -0.15229813966852485 -0.033575803342412287 0.015269532850161019 0.38268731940165357 -0.18828528165167094 0.028607939290530366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 6 -6 -2 9 -9 -5 -4 -3 13 -1
right_child=3 2 10 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.037106560309651815 -0.042256482277971526 0.013449100633607176 0.010568302429620228 0.0139353922650284 -0.0096436900133185285 -0.063250092584265852 0.017549315809330331 -0.049075782383420072 0.00036171474351250548 0.00064894364368623877 -0.066769746325993126 0.096951027917221697 -0.081572264684459675 0.39822913208779442
leaf_weight=133.74708261751221 221.2054243235616 113.80025345238391 140.45222818027105 4293.0426326782908 559.18391988589428 384.75436486047693 807.13377080729697 379.14873349903792 519.65071029883984 5237.5839994956768 108.71233495289925 83.639041006448679 219.90599055368875 1.2394750392777485
leaf_count=4101 1671 976 4311 33614 3827 2397 5141 3853 7355 46487 2620 343 107020 105
internal_value=0 -0.0231348 0.00865431 0.00160414 -0.0126306 -0.031494 0.00468453 0.00429602 -0.020493 0.00663379 -0.0231749 0.0488221 -0.0631389 -0.0331092
internal_weight=0 801.496 446.604 12401.7 1972.28 943.938 1028.34 10429.4 898.799 9530.63 249.165 197.439 354.893 134.987
internal_count=223821 119476 8250 104345 13036 6224 6812 91309 11208 80101 6931 1319 111226 4206
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=151 115 146 102 166 119 154 74 130 49 64 149 120 58
split_gain=50.3985 61.0197 93.1926 75.8576 66.8291 52.4946 65.914 84.0472 52.2601 49.2907 48.6485 81.6281 48.3811 39.5975
threshold=-0.099613933672581242 -0.070404315623934274 -0.26183069342326742 0.18079367558124634 -0.29603952249389476 0.068344958754967475 -0.049836053227064185 0.0048837789850656038 -0.048179136756427453 -0.073473506447290088 -0.020590717648834151 0.64536114870305306 0.038255286932394196 0.021122518892995237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 -1 -3 11 -7 -12 -11
right_child=1 9 4 -5 -6 10 7 -9 -10 13 12 -13 -14 -15
leaf_value=-0.045083901630851776 -0.054394510775513584 -0.058385490029057241 0.055049851584706017 0.0016796029019283253 0.0065321833466094317 -0.011678282718322719 0.031913059394353911 -0.011777699462515476 -0.0053159604785465147 0.0017344549530223059 -0.056469574141438862 -0.25178873727129397 0.021353837805798963 -0.022855974662456979
leaf_weight=489.91788875714701 437.89243997901212 262.36538460243901 328.43793782452121 537.24577395746019 2093.5923952891171 267.40717017496354 887.5141467883077 873.77361130385543 1015.1945093434042 1092.5464219151472 82.247332975268364 14.950073349842567 2778.9731285373564 1634.5278216170482
leaf_count=13085 2844 13653 2832 4456 31308 5805 14072 6812 13814 31500 220 327 25296 57797
internal_value=0 -0.00656725 0.00260205 -0.0235009 0.0131114 0.00598415 -0.00289367 0.0102381 -0.0182605 -0.0169872 0.0152088 -0.0243915 0.0191168 -0.0130043
internal_weight=0 6386.61 3397.17 975.138 2422.03 6409.98 3266.4 1761.29 1505.11 2989.44 3143.58 282.357 2861.22 2727.07
internal_count=223821 144390 41440 7300 34140 79431 47783 20884 26899 102950 31648 6132 25516 89297
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=14
num_cat=0
split_feature=115 96 103 151 70 109 122 90 65 194 23 19 184
split_gain=53.6856 57.1708 96.9029 92.7009 94.9339 83.3934 66.0969 48.0588 25.8399 15.1999 15.0039 13.0704 2.31349
threshold=-0.19478315630084328 0.89645875177181067 0.55546930866961308 -0.10501945594610231 0.050376078644950362 0.35705785851067151 55.9242555227003 1.3270888681175197 0.78639371583725104 2.8499704491743922 0.27872218907153878 0.94523218446396562 0.7960433407116877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 9 11 12 -1 -10
right_child=1 2 7 4 -6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.080906304588460751 0.0030448891563978828 -0.050255983969656463 0.018371554310521537 -0.035017136647233577 0.00078993537549313427 0.030471869051545392 0.046088683443722911 -0.014267479457607849 0.073871108479514933 0.15756410705268664 -0.10820499757177292 0.093959930522425864 0.16070952972299091
leaf_weight=139.40708149152852 2591.2792734992327 745.69594434485771 812.34446139319334 847.91759786191687 5840.8553951087379 1937.5058003805898 78.725020537152886 1014.541520875413 11.073093463492116 2.8526927116326979 4.5888754165498531 4.4096196808895902 4.2436630576848975
leaf_count=18111 54150 3233 4225 91837 37665 9551 338 4319 64 8 24 289 7
internal_value=0 0.000609535 -0.0125969 0.00373092 -0.00374923 0.0147787 -0.0410559 0.000245817 -0.056501 -0.0710107 0.0504098 -0.0755447 0.0979306
internal_weight=0 13868.9 2651.31 11217.6 6688.77 4528.79 824.421 1826.89 166.575 146.669 19.9056 143.817 15.3168
internal_count=223821 205318 12115 193203 129502 63701 3571 8544 18503 18408 95 18400 71
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=13
num_cat=0
split_feature=129 118 101 143 170 179 87 131 68 188 165 126
split_gain=42.5617 44.5006 62.9273 47.9253 118.22 99.8736 31.2084 21.2119 12.5926 7.39321 1.26807 0.543202
threshold=1.0245748931830738 -0.3490650100687761 0.14848034590574896 0.013953578430230667 0.042355560344502184 -0.018842672784277474 0.14916679351986364 -0.064243673922871558 -0.032073954813791848 1.1090442119497388 0.25112587511582074 0.94724718213415315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -3 -4 -2 -1 11 -11 -9
right_child=7 3 6 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.094975252466379653 0.073106411378221048 0.00032547772167836102 0.07489681761700806 0.029842527073559673 -0.00073491258379158094 -0.024146361363844772 -0.059595773557120174 -0.17848086550751474 0.0052952423230075221 0.042722679923538461 -0.031854908421542434 -0.089543642962884237
leaf_weight=33.394663146231323 9.967577323317526 7374.2354456980102 203.44307157909498 1574.851451611059 6414.449216362209 2155.0730183839478 18.852192063815892 0.69269076595082779 20.041344465047587 4.4678284246474487 4.6558957304805517 79.974382442276692
leaf_count=665 21 84041 476 16367 76616 41680 105 6 1150 14 26 2654
internal_value=0 0.000207631 0.0400687 -0.000419756 0.00529251 -0.00520888 0.0634909 -0.0652935 -0.0573685 -0.0806571 0.00466525 -0.0903073
internal_weight=0 17794.3 275.731 17518.6 7989.3 9529.31 222.295 99.7584 53.436 89.7908 9.12372 80.6671
internal_count=223821 221100 2396 218704 92983 125721 581 2721 1815 2700 40 2660
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=15
num_cat=0
split_feature=189 26 180 118 26 24 139 34 155 188 20 173 93 149
split_gain=39.7147 58.3719 56.7314 128.648 108.683 69.6671 52.9079 84.9543 84.5508 27.9904 23.3208 16.9606 5.63746 1.12307
threshold=14.500000000000002 -0.0054152162092385272 30.415662650602414 0.0040419976109533967 -0.11735919164935753 -0.20344262587140022 -0.031984327921221266 0.037966229471794309 0.035499214007516551 -0.032684204177684854 -0.19986999897444294 0.027197037127225186 -0.032058236032258748 0.1916260603221118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -2 7 -4 -8 11 -11 -1 -3 -14
right_child=2 12 6 4 -6 -7 8 -9 -10 10 -12 -13 13 -15
leaf_value=0.025081350180826519 0.084210070384843988 0.10416552637039311 0.024981933542435844 -0.058106151989227764 0.072889107031326408 -0.016976595364995909 -0.017064611635907136 0.00031298361564030574 0.0024513302101805919 -0.060456670787020154 0.13852224073835756 -0.08442051876922263 -0.08488088896123383 -0.10542487312227394
leaf_weight=31.058843767736107 75.776973935600836 1.4798192083835591 1662.5461732962867 72.476001424452988 502.23363523764419 666.6447443322395 3992.4567280585325 8707.1778581865365 5000.1787006814266 7.7184274918399742 24.867163795977831 25.974014756036922 74.076333213830367 41.526584260165691
leaf_count=376 591 8 30294 849 5119 6630 54439 66108 57910 102 186 228 876 105
internal_value=0 -0.0432855 0.00076627 0.0208483 0.0563694 -0.00664875 -0.000599814 0.00426808 -0.00621315 0.0174549 0.0913908 -0.0247882 -0.089778 -0.0922606
internal_weight=0 206.701 20679.5 1317.13 574.71 742.422 19362.4 10369.7 8992.64 89.6184 32.5856 57.0329 117.083 115.603
internal_count=223821 1881 221940 13189 5968 7221 208751 96402 112349 892 288 604 989 981
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=15
num_cat=0
split_feature=145 195 195 180 180 178 169 22 193 101 158 154 2 46
split_gain=44.4318 43.4909 76.0117 56.8611 51.8719 26.0488 23.6065 22.1588 8.46527 8.04786 3.11957 1.96721 0.799655 1.40189e-05
threshold=-0.26740466006366376 0.15008793528703659 0.18302900411398265 31.168005354752346 28.858768406961179 0.16210550702634741 0.1238710315169692 0.15833906511896831 -0.11241072985986274 -0.09051878959893335 0.059553238091215988 -0.25708537122301961 0.68353457354059322 0.089343056314167321
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 12 11 -11 -10 13 -1
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.080133018315583823 -0.10503026078078836 -0.10235104336411463 0.040652063176345912 0.032677407316537885 -0.0002872564682576069 0.082715218500470644 0.06611232499406737 -0.087039705094175621 0.084440794481010939 -0.078419108625931905 -0.12476233030622737 -0.087798931425608295 0.090680870261235946 -0.081610172673270809
leaf_weight=0.20505597379815244 17.915370812581386 121.93824209550075 317.39782402210403 41.903409626014763 12426.569072207782 121.65552941034548 14.650470492117163 8.2083856981480476 3.310561742146092 43.679182058785955 21.76201967376619 0.82919448829488729 3.1268425807356834 0.093564235721714795
leaf_count=576 1115 1321 4036 670 180138 729 185 55 40 34161 452 321 15 7
internal_value=0 0.000509347 -0.000137742 -0.0678168 0.000732367 0.0519315 -0.0280379 0.0719854 -0.0777211 -0.0852765 -0.0938302 0.0499411 0.0757495 -0.0805958
internal_weight=0 13070.2 12907.8 163.842 12744 162.43 32.5658 129.864 73.0064 69.581 65.4412 4.13976 3.42546 0.29862
internal_count=223821 188249 186165 1991 184174 2084 1300 784 35572 34974 34613 361 598 583
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=15
num_cat=0
split_feature=157 82 11 27 77 69 62 73 197 191 69 97 115 108
split_gain=48.4987 60.3602 45.7251 93.0038 75.2897 72.4739 67.0438 62.8628 47.552 38.0895 37.5928 34.0464 31.5775 25.1021
threshold=0.0034080792639437428 -0.15036336830851049 -0.35349157548915927 0.069591241019729508 -0.033849443579221747 0.078342622210210475 -0.17317705374440615 0.38465795993306678 -0.03483247876037162 0.12499999999999985 0.098265201717728859 -0.019239600104969019 -0.14654848860814224 2.0502160226948054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 -5 -1 8 -8 -4 10 -3 12 -2 -11
right_child=1 9 6 4 -6 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.014531469113886454 0.034662678784786231 -0.033615609730990696 -0.19694227851236903 0.097170786934512587 -0.04648242832496341 0.039928081135209931 0.0086797536836924691 -0.013666597727931294 -0.038567867824732038 -0.075078885964651745 0.037315481427553421 0.083350349168499469 -0.040037346482434504 0.23933271563747965
leaf_weight=629.39461710909382 121.42476979782805 439.92807152485148 22.250722061959095 38.396714574657381 732.47466346761212 399.44687716220506 8278.7136491312704 1484.6223864063795 128.12159667088417 213.94974204430764 90.006017227875418 62.1817951068806 105.98181785024644 2.569790586596354
leaf_count=10715 2156 79549 347 323 3312 4222 64545 26775 1605 15306 4638 2495 7754 79
internal_value=0 -0.0209734 0.0015991 -0.0130649 -0.0393271 0.00661241 0.00426117 0.00528175 -0.0620027 -0.0360075 -0.0215684 0.0177789 -0.000150932 -0.0713473
internal_weight=0 1036.04 11713.4 1799.71 770.871 1028.84 9913.71 9763.34 150.372 746.454 529.934 289.588 227.407 216.52
internal_count=223821 111977 111844 18572 3635 14937 93272 91320 1952 99572 84187 12405 9910 15385
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=118 79 90 109 73 151 44 189 97 135 55 48 135 87
split_gain=52.2695 64.6075 97.4336 82.2849 72.7879 57.8141 56.8191 35.0187 34.1629 41.9381 56.2897 44.4511 31.0064 41.7114
threshold=0.95054122507941907 2.129292316078303 1.3270888681175197 0.26280752554174758 0.72194269223037066 -0.10224357571924629 0.031473047164541371 29.500000000000004 0.46658216342760378 0.28547674802524209 -0.078623180254852751 6.6918132061535651 0.078920696798421633 0.01630218864563315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -4 -5 12 10 -10 -11 -2 -14
right_child=8 3 6 7 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0046820325119597047 0.066071479864800539 -0.33348595426564409 -0.081390436716974157 -0.10867610933545646 0.015569917583092705 -0.020117615270176997 -0.021386736798429749 0.059625829575101943 -0.18345501338108916 0.067237064560428703 -0.016328501772349246 -0.00039722833349829036 0.08934845770590609 0.0039867682294706819
leaf_weight=9237.2694080681213 221.71632222969492 9.2116348515264708 203.33994932181668 12.86084292270243 2196.7500036429265 16.314306249842048 704.81888099823846 319.32668158551678 24.028899174183607 130.98094960581511 124.93716664239764 376.48338657058775 69.696656609768979 320.38726363342721
leaf_count=202550 2474 30 939 51 9080 83 2845 1251 49 570 394 1923 354 1228
internal_value=0 -0.00208091 -0.00329518 0.0398148 -0.000791146 -0.133204 -0.0348218 0.0531099 0.01921 0.00336512 -0.0432868 0.0170598 0.0362107 0.0192384
internal_weight=0 12699.9 12342.2 357.713 11434 25.5259 908.159 332.188 1268.23 656.43 148.966 507.464 611.8 390.084
internal_count=223821 216829 215414 1415 211630 113 3784 1302 6992 2936 443 2493 4056 1582
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=14
num_cat=0
split_feature=109 76 52 1 151 151 50 127 49 70 162 55 77
split_gain=43.7445 47.7757 64.4477 46.3762 45.199 63.7383 41.831 3.28219 5.86301 0.924312 0.268732 0.0620009 0.0583835
threshold=-0.42282166213587058 -0.29501235114243624 0.65200909633953275 0.19719363429452003 -0.41813991884225654 -0.19691279647706394 -0.064070373790405963 0.19599083249391677 0.41079727413115941 0.37548954509348964 0.092092649709398663 0.36038658597220569 -0.016885531332302851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 9 11 12 -4 -9 -1
right_child=1 4 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.082106609208099271 0.11094421910458081 -0.037496492419477515 -0.1108298431036005 -0.082970434068305191 -0.013149280482557681 0.0017754545006402581 0.029710445285052706 -0.084306469299714748 0.10895698311082308 -0.1790887282643682 -0.087428520794637171 -0.11974235153498253 -0.089358814101281533
leaf_weight=49.291592308843974 104.09518278448377 105.11672130448278 7.0661376460921046 13.990777012659235 3662.6734754531353 13080.826114733052 778.55766917209257 3.0271932982432186 2.5045477287494577 1.0331984478980292 16.061657440237468 0.58998496161075298 14.327252870134542
leaf_count=9318 518 1296 42 1090 38516 166136 4550 306 7 11 1085 8 938
internal_value=0 0.000138067 0.0580719 0.0879693 -0.000326049 -0.00148936 0.0217159 -0.078637 -0.00865282 -0.0852636 -0.0945782 -0.0900863 -0.0837398
internal_weight=0 17768.4 141.214 118.086 17627.2 16743.5 883.674 70.7738 6.12173 64.652 23.1278 3.61718 63.6188
internal_count=223821 213233 2735 1608 210498 204652 5846 10588 321 10267 1127 314 10256
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=8 129 110 99 89 195 105 197 180 95 157 23 129 8
split_gain=39.5828 55.0323 84.1129 73.2131 67.3297 63.957 49.0328 48.8422 42.0668 58.2552 45.0584 50.1132 38.3619 26.8161
threshold=0.48559422444853545 1.0163628990272082 0.13155658273025606 0.0183397927763265 0.23040197918945468 0.36394752248939749 12.797164872914884 -0.037259463748189635 30.086345381526108 0.050749831038120773 -0.019546029201652174 -0.018739094871464055 1.0114259488953881 0.5590024985355575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -4 -5 -1 -3 9 -2 12 -12 -10 -11
right_child=8 3 4 5 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=0.0077734414673725789 -0.059941491170771716 -0.033113879078150471 0.01480556183300267 -0.013647300423181056 0.059913866128225093 0.0027058630593610766 -0.014138505982345246 0.025450877447254938 0.087778631322802281 -0.0055485025589295175 -0.044681379572765377 0.002458630945170208 -0.043590590606822202 0.13094132486574739
leaf_weight=4816.0077327097388 34.591270212316886 160.98997514147777 1014.9386834455363 5005.3042696516786 490.96542490099091 4579.8887577282294 1296.0627371268929 1233.5057148915075 23.113625637255609 19.25158110447228 276.35037636873312 1225.9013766825665 580.5469898431038 57.053221601992846
leaf_count=53206 436 1382 9238 54682 5397 51636 16119 10356 209 94 2888 9112 8739 327
internal_value=0 0.00181213 0.00834276 -0.00271898 0.0295121 -0.00583362 0.00312702 0.0186898 -0.0123244 0.0477055 -0.0154855 -0.00621312 -0.0385606 0.0965052
internal_weight=0 18597.7 7617.97 10979.7 1505.9 9585.19 6112.07 1394.5 2216.81 110.896 2105.91 1502.25 603.661 76.3048
internal_count=223821 202016 83960 118056 14635 106318 69325 11738 21805 857 20948 12000 8948 421
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=15
num_cat=0
split_feature=145 142 193 71 86 92 118 112 195 145 119 0 73 69
split_gain=42.5246 43.8282 58.5798 47.8167 88.4961 71.6242 43.3003 41.4214 30.3627 23.1229 50.4942 16.9858 10.5241 10.3523
threshold=-0.18385292628156868 1.1525759829395972 0.46520060913595068 -0.091995439210071112 -0.10359158033186174 -0.037701253645872089 -0.30600738382491849 -0.36082930915211925 0.27096273209753341 -0.26740466006366376 1.0629594012298516 11.922855485008087 0.11937616582399461 0.017264010923728583
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 11 -10 -11 13 -13 -1
right_child=1 2 7 5 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.29047100209550575 0.0044812843953927683 -0.40381487631340224 0.049739772875516064 0.032326775642116827 -0.040512605250756867 0.0024634036287404654 0.006483335974155284 -0.06398031345622654 -0.07818185161896013 -0.008299583507485735 0.90493558167142352 -0.18639862499214335 -0.43515938159897605 -0.10398947189109219
leaf_weight=0.68714453707798995 1165.725843126449 2.5891250092536202 35.658883983734995 878.0252224989963 699.40863044999423 9414.4691705022451 391.66742086940212 314.69427789298061 63.028268285403101 123.75722448975648 0.60842334536573517 5.6384327500563796 2.4351724535226822 20.949343997510368
leaf_count=237 10400 111 167 13476 9386 130611 3753 3472 29614 12351 287 95 13 9848
internal_value=0 0.000898887 -0.0226519 0.00234128 -0.012391 0.00501097 0.00378886 -0.0524059 -0.0437293 -0.0288388 -0.00383184 -0.13765 -0.26143 -0.091462
internal_weight=0 12902.2 744.61 12157.6 1865.13 10292.5 394.257 350.353 217.104 187.394 124.366 29.7101 8.07361 21.6365
internal_count=223821 171376 7503 163873 19786 144087 3864 3639 52445 42252 12638 10193 108 10085
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=151 154 126 34 124 31 172 116 73 119 193 93 174 89
split_gain=47.9057 71.6934 77.1961 63.159 61.8481 61.7799 96.4337 71.3773 53.8268 73.7483 46.6326 34.4424 26.6808 15.7518
threshold=-0.20253299367282454 -0.049836053227064185 0.94558943791354555 0.018432451174682136 -0.27889709445003108 -0.0075710930676221189 0.33415051917026678 -0.033295061926564014 -0.032437189640831525 0.20009270051246966 1.0032482178775279 0.92707517772105785 -0.053832181611432432 -0.13853195033431168
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 -6 -7 10 -10 -3 -4 -2 -14
right_child=4 8 11 -5 5 7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.027570030729701302 0.060078707606556814 0.058607144993477626 0.02655304449334274 0.011050486262232869 0.026028320637048599 0.021534915530870731 -0.016349995456966322 -0.0051258989231773864 -0.0080366161601172961 0.048829343714359999 -0.082902278407248162 0.12233698497941854 0.010949559071339937 -0.092270617586694428
leaf_weight=1019.976689890027 15.050886944518423 500.67428361769998 386.40918223490007 724.03179834430921 617.85477816156344 1716.7754714734037 4101.1285104594135 2419.2810219886305 634.0075396145694 356.18116131823626 24.423280806047842 41.580889736069366 16.781063504153281 124.25179296928036
leaf_count=9639 684 9035 3367 14518 7668 15294 77395 55505 5351 2499 172 410 1138 21146
internal_value=0 0.00944936 -0.00219736 -0.0115366 -0.0040815 -0.00298159 -0.0108014 0.00594035 0.0261437 0.0124187 0.0520253 0.0358588 -0.0664823 -0.0799888
internal_weight=0 3687.28 2172 1744.01 9011.12 8855.04 4718.98 4136.06 1515.29 990.189 525.098 427.99 156.084 141.033
internal_count=223821 44991 27934 24157 178830 155862 85063 70799 17057 7850 9207 3777 22968 22284
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=15
num_cat=0
split_feature=16 174 100 146 8 159 129 0 14 95 19 95 104 45
split_gain=53.6458 89.3883 86.4703 74.3964 132.818 94.6282 60.4854 60.0596 53.8725 44.0794 32.9759 32.8189 25.5308 12.0181
threshold=-0.25634900187959503 -0.19883919345526277 0.11931276174715655 0.067199810244376226 0.49875285043251777 0.66190036659597207 1.0169500611480173 31.390565097873239 -0.29452760956263213 0.066484993028217601 0.051308914977736826 0.11528527303144522 1.8995001171358512 -0.046794608876347309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 7 5 -5 -3 9 10 -8 -4 -1 -9 13 -2
right_child=1 3 6 4 -6 -7 8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.072516751793536463 -0.069350762362199656 0.0081935254203928162 -0.074808474433740224 -0.023523838313717002 0.010318273067468964 -0.050690878996805133 -0.014556197175915015 -0.081503726246521302 0.025336934679488082 0.043720124645347948 0.0038208306537161132 1.5425470996786883 0.10112961887127266 0.34161347763579269
leaf_weight=159.26347689286922 242.81489821887953 5921.8563895654224 32.561622368521057 3119.268333588414 1845.9991824596946 286.09513095016155 660.51768740382977 0.1877940189151549 694.36621159507195 861.23803306391346 87.774032741457631 0.36877778172492981 9.2482641341630352 0.713677246007136
leaf_count=9998 7843 103668 1419 50086 16200 7958 4247 85 4034 6563 11682 2 28 8
internal_value=0 -0.00314822 0.0130337 -0.00181784 -0.0109419 0.00547982 0.0192095 -0.0430558 0.00588869 0.0394021 -0.0453935 0.994573 -0.0619532 -0.0681464
internal_weight=0 11426 2496.28 11173.2 4965.27 6207.95 2248.68 247.594 1354.88 893.8 247.038 0.556572 252.777 243.529
internal_count=223821 185791 38030 177912 66286 111626 16263 21767 8281 7982 21680 87 7879 7851
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=112 2 186 61 184 131 20 97 44 134 121 17 153 108
split_gain=45.8429 120.087 85.6443 92.2883 118.151 94.409 90.8655 82.9885 110.258 84.245 61.9577 49.1429 62.2869 41.6399
threshold=0.0020693982120177576 0.33703849224668769 21.250000000000004 0.080360581665387662 0.14080785598143583 0.21850319917404809 -0.24889032154826804 0.21925705199877879 -0.046605622993928141 0.22919655633382455 -0.18340272356167683 -0.500955949843367 0.029152746701043928 1.1690849186144006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 -5 -4 10 8 -2 -9 -1 12 -3 -8
right_child=1 11 3 4 -6 -7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.088001208543011689 -0.003474602284570345 1.2876650778249255 -0.029777834975299962 0.053154820301929522 -0.0074826834342942685 0.034196817575902337 0.79562341968515038 -0.034047552620085346 0.019657115452849479 -0.002380323592009112 0.023948194279478491 0.063456520746536182 0.18926544527431433 -0.061497087686439349
leaf_weight=59.922593807743397 4342.0849124730739 0.72772210097173173 1254.8712522273854 554.92080670203723 763.37688396754675 282.62653821549611 0.56735160999232803 1035.9888824550435 3921.7074932466785 4442.6251704395982 282.51986032405694 276.43252600318738 1.7767499223700722 576.96906620698428
leaf_count=1079 42377 7 56437 12690 6000 5256 41 5059 30245 26738 5236 5454 85 27117
internal_value=0 0.00249402 -0.00992002 -0.00137188 0.0180419 -0.0180179 -0.0364551 0.00117553 0.0075029 -0.0083685 0.00435863 0.0674517 0.508426 -0.0606551
internal_weight=0 14021.3 3775.77 2855.8 1318.3 1537.5 919.979 13742.4 8263.79 5478.61 342.442 278.937 2.50447 577.536
internal_count=223821 109965 113856 80383 18690 61693 33473 104419 72622 31797 6315 5546 92 27158
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=15
num_cat=0
split_feature=131 145 41 125 169 120 142 95 180 35 41 91 136 162
split_gain=38.4817 37.7254 41.465 58.4654 54.6194 33.5803 36.8636 68.4722 32.0606 35.7844 30.5268 30.4518 29.6714 13.1996
threshold=-0.49450891641296418 -0.37661226152143329 -0.084030807278596034 -0.14535028374529699 -0.21051685463217587 3.263723636070067 0.044589779180760312 -0.004624755526934774 30.248326639892909 -0.12643408784985871 2.6088657923679732 0.0028160446383150169 -0.051397206796332924 0.3431803860100045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 -3 -4 8 7 -7 12 -10 11 -2 -1 -8
right_child=1 2 4 -5 -6 6 13 -9 9 -11 -12 -13 -14 -15
leaf_value=0.72989019555045176 0.26837362408994631 -0.11619684636760529 -0.072259302657160004 0.029613499908089331 0.00096274808812126336 0.054857916226938565 0.42527678114396955 0.61378946902589482 0.082699140515225894 -0.037341748019963476 1.0101701108570538 -0.052579661448157615 0.075605762316307834 -0.015551071227064915
leaf_weight=0.72103294963017361 3.0084067574935025 28.556319691706449 102.42143372201826 742.95196710436721 19059.166929582701 6.7082163002341986 0.70503028109669941 3.2554309507831949 25.93242089310661 585.94664534809999 0.27357176737859745 170.26010000960378 17.900937638012692 18.56948399724206
leaf_count=9 253 359 1562 10856 183696 39 9 36 408 9189 10 16418 348 629
internal_value=0 0.00108238 0.00148655 0.0242165 0.000571366 -0.023462 0.0813049 0.237478 -0.0283203 -0.0322542 -0.0453405 -0.0470071 0.100939 0.000573692
internal_weight=0 20106.6 19933.1 771.508 19161.6 659.739 29.2382 9.96365 630.501 611.879 173.542 173.269 18.622 19.2745
internal_count=223821 213154 196473 11215 185258 10667 713 75 9954 9597 16681 16671 357 638
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=116 96 71 70 26 157 143 184 112 29 19 52 127 119
split_gain=42.2144 43.3114 44.5374 67.25 61.3468 30.2474 28.8002 29.7559 20.1177 19.5284 19.0496 16.2816 10.5051 10.1335
threshold=-0.015123902548817597 -0.10288375906802337 -0.091995439210071112 -0.030657728127294944 0.24535287834826577 0.41465330605766104 -0.10518137495493766 -0.079827562824848472 -0.33644788973006279 -0.30730662392537628 -0.079969636036681183 0.012034618288994341 -0.065707347642556313 0.52882274713883626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 8 12 -8 -1 10 -2 -11 -7 -10
right_child=1 2 3 -5 -6 6 7 -9 13 11 -12 -13 -14 -15
leaf_value=0.056563108186783555 0.08851594357134196 -0.021564383198913722 0.012617963172861194 -0.0034814125919821887 0.033347960284393643 0.064593791056620442 0.02331518873576445 -0.045079607607861338 -0.072956992501098189 0.24407146284193468 -0.14161935578595125 0.069257330199514675 0.2323204178242031 0.01382542013286174
leaf_weight=14.300406802998621 6.2406646721065053 1507.4746678886004 4379.8843554774066 6365.545657730825 235.18810488807503 11.71935601160658 111.83959947616677 147.50642869150033 177.55161546740965 5.6571158612423451 8.4901176515268126 91.506596054299735 5.4804615403481867 14.558695270237875
leaf_count=338 87 11793 35184 69629 1604 188 3842 7832 84061 33 53 970 336 7871
internal_value=0 0.00123077 0.000675797 0.00308076 -0.0141535 -0.0288954 -0.00727456 -0.0155852 -0.0578627 0.0631691 -0.044123 0.0794354 0.118037 -0.0663804
internal_weight=0 12600 12488.1 10745.4 1742.66 482.957 276.546 259.346 206.411 111.894 14.7308 97.1637 17.1998 192.11
internal_count=223821 119353 118210 104813 13397 104468 12198 11674 92270 1143 140 1003 524 91932
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=173 46 121 154 121 144 68 106 32 106 121 136 9 179
split_gain=56.9022 91.7316 130.071 107.506 85.1422 78.3444 76.7942 67.4439 96.3505 73.3577 63.8981 62.2768 56.884 73.8209
threshold=-0.060459755547611439 -0.010628350327742968 -0.070624126957848657 -0.18944019978897175 -0.20209613486658523 0.15009581307513756 -0.054820278155270866 -0.087684016906048504 0.0093121453463943429 -0.29001278655669088 -0.17257229736257459 0.16828167102765706 -0.090552399475597831 -0.14907662050601286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 10 -2 -5 7 9 -9 -1 -3 -4 13 -8
right_child=1 3 11 5 -6 -7 12 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.024882761713851346 0.12934504745351835 0.074781328435273464 0.01177438017812165 0.02528556985057881 -0.054206734248580482 -0.0048007685073518658 -0.0013268619462828756 -0.031313723151481905 0.024429856101110248 0.01816551774837449 -0.031387973513669024 -0.042337946206964815 -0.0076646020061887643 0.049605025702540169
leaf_weight=492.64869158688816 25.934639403829351 59.95930364105152 915.62957141992229 1738.1900263698772 988.0560846804874 1723.8873061826089 406.33752812552848 1174.1487062288506 421.34317944897339 2014.7224138267484 1038.9773311629415 277.03295704776247 422.88134001135768 949.68430908871233
leaf_count=3788 251 528 22124 19674 7225 59220 3461 17649 5321 19941 44877 4603 5217 9942
internal_value=0 -0.00644317 -0.0231812 0.0016548 -0.0495121 0.0103045 0.00700387 -0.000520027 -0.0165928 0.00970738 -0.0255952 -0.00079489 0.024357 0.0343431
internal_weight=0 6767.67 2206.65 4561.01 1013.99 3462.08 5881.77 4102.86 1595.49 2507.37 1098.94 1192.66 1778.9 1356.02
internal_count=223821 158502 34203 124299 7476 78894 65319 46699 22970 23729 45405 26727 18620 13403
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=81 0 67 190 181 109 127 67 195 118 169 14 195 94
split_gain=54.4027 115.461 71.8115 65.4209 53.8874 51.0501 62.6533 48.4589 47.559 51.6699 46.5264 42.7885 35.5711 28.152
threshold=1.1711062031919022 0.5898745892553855 -0.13785081707509816 0.15398829688943697 -0.086884387670170996 0.23666230605102431 -0.014318701668233158 -0.065638968043720672 0.67475428066249521 0.3216925557323404 0.2717196578033107 -0.10352930989394736 0.34548147826304126 0.0068564809209960527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 5 -4 6 -2 -7 11 -10 -3 -5 13 -1
right_child=3 2 4 8 -6 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.044108394410107159 -0.067467092918414837 -0.064691595488104603 -0.048747486346673828 0.047114311129840297 0.0017974385546951561 0.0041418189973069126 0.058260598432609605 -0.090911685796567804 -0.046690996983729284 0.011456625936292396 0.1450417465792144 -0.021487358129794947 0.022027012026728285 0.078383237412819565
leaf_weight=20.188256945781177 76.075182650180068 225.17740750410303 214.94263025976034 259.75784014258534 11290.424656339914 67.734167403366882 82.746321566635743 257.63841256150045 347.66851751087233 272.6699049314484 11.098365107078278 139.87988267280161 344.75805196343572 265.71430637035519
leaf_count=397 925 9106 36203 1934 165475 341 311 1577 1215 1105 172 474 2869 1717
internal_value=0 0.00197131 -0.000267546 -0.0181695 0.000853161 -0.0484383 -0.00196271 -0.071124 -0.00380053 -0.0211322 -0.05484 0.0231026 0.0436543 0.0697338
internal_weight=0 12372.3 11741.6 1504.17 11505.4 484.194 158.822 325.373 1019.98 620.338 236.276 399.638 630.661 285.903
internal_count=223821 215939 210956 7882 201678 3154 1236 1918 4728 2320 9278 2408 4983 2114
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=15
num_cat=0
split_feature=126 11 49 142 142 73 32 148 50 53 139 50 77 104
split_gain=40.4806 68.8579 69.3131 77.6716 60.5741 57.3742 50.3034 56.3469 52.7094 114.706 86.2605 50.4213 48.0998 7.12334
threshold=0.89085451054187315 -0.35349157548915927 -0.10248595710008367 -0.078628822302226994 -0.062222641671873184 -0.0357157976681464 -0.14822429548061497 -0.30004057204691464 -0.023255713105582818 -0.01821467413864759 0.62118130474200151 -0.10395955083971785 -0.038718589056096424 -0.21658202089530107
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 7 13 10 -10 -8 -9 -6 -2
right_child=6 2 5 -5 12 -7 8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.093353154008777584 0.12185940168124676 -0.056551587701395983 -0.010314053633866997 0.041563728242759591 -0.089616032975378179 -0.057503232746181104 -0.013943937128505 0.038136304065929223 0.020628641434940226 -0.0022180826784505949 0.024682712553610611 0.33653296189266269 0.052696406709963832 -0.089621523953955035
leaf_weight=37.941043732920662 1.6606276470120054 115.0141384023882 450.62114845971519 270.31351024925243 25.953229917213321 601.66225047898479 4012.8667924664333 472.89329278829973 3080.0152322844951 7670.058937439695 675.46274414984509 5.7313662184751584 279.71695036441088 38.952547515335027
leaf_count=607 43 2479 19028 6033 360 21638 57962 7064 17194 85495 4010 178 1031 699
internal_value=0 -0.0143957 -0.0240081 0.0122779 0.0258209 -0.0372953 0.00149868 0.0321136 0.000469012 0.00432776 -0.00837887 0.0417095 0.0406132 -0.0809743
internal_weight=0 1781.22 1437.61 385.328 343.611 1052.28 15957.6 519.238 15438.4 10750.1 4688.33 478.625 305.67 40.6132
internal_count=223821 51176 49178 8512 1998 40666 172645 7984 164661 102689 61972 7242 1391 742
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=15
num_cat=0
split_feature=20 19 13 74 106 163 114 28 0 155 49 54 136 15
split_gain=38.5877 46.164 52.3442 59.5723 52.2591 111.021 53.6772 50.3364 14.2819 13.2683 26.1521 13.2557 13.1006 11.3726
threshold=0.97135989787038857 0.3248439565048078 -0.15577987466281387 0.87719814501422821 -0.20534569490853125 0.0040349487211739426 24.099062520482089 0.42807826628197926 14.610100566833534 0.57406100926051506 -0.14173145161887574 70.044351193162228 0.00086529572195368106 0.53110827318853726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 -1 -6 -3 9 12 -11 13 -2 -10
right_child=8 2 3 -5 6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.039351379263525069 0.032760732174003514 0.074201813231108957 0.010919716860826137 -0.069135267587380964 0.0018306293035571233 0.014382900762637424 -0.024416488473523588 -0.015988025146095496 -0.46030185835428039 -0.084231054942708869 0.086738075537025269 0.26251200618364223 -0.11336235553336411 0.0038918956605605856
leaf_weight=984.07274526725814 6.8568225965136653 237.34619558215491 2315.2367862483952 96.841921465005726 15424.418217690603 631.0913706033607 820.61272451077821 83.706867074186448 0.54080849024467781 25.588756709825248 13.756788390688596 1.9817582485266019 58.326064664113801 21.927657654741779
leaf_count=14198 371 1866 34902 355 149609 6326 12488 1444 8 406 576 20 450 802
internal_value=0 0.000651277 0.0127545 0.00770561 -0.00120087 -0.0183558 0.000504764 0.050687 -0.054217 -0.0703108 -0.0244534 0.0145864 -0.0979911 -0.00728109
internal_weight=0 20593.3 2733.13 2412.08 17860.2 1615.16 16245 321.053 128.979 104.528 39.3455 24.4502 65.1829 22.4685
internal_count=223821 221188 38567 35257 182621 20524 162097 3310 2633 1803 982 830 821 810
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=148 100 190 82 118 112 115 109 89 169 156 155 166 162
split_gain=39.9351 53.2772 91.8647 125.308 44.9337 69.8087 46.1751 55.174 42.5532 39.3952 37.8659 43.0614 27.5724 13.104
threshold=0.61229534593616097 -0.12252001952304833 -0.24314383911877083 -0.12828496410846904 -0.3325616314849959 -0.48585813069809813 0.015646319036788214 -0.30345147559773344 -0.03938726628017309 0.30199427542499341 1.7932310835211382 -0.11084124465144568 0.77914848871824127 0.39174677066282243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -6 -8 -4 13 -12 -7 -3
right_child=1 10 9 -5 6 12 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.94695734253358244 -0.038349979836394481 -0.099021738082226779 -0.19238698595833542 -1.4644775058613222 0.012664524783593223 0.077744646900042028 0.01893311173853254 -0.044356548521565634 -0.00015061326345847557 -0.027601531115364026 0.024777241810727081 -0.06396168995808317 -0.19153336920448463 -0.014365754718164576
leaf_weight=0.68077918421476979 1.3051680782809856 60.142714353538395 23.323573238565587 1.1670053461566556 265.16526778167099 112.38581516882368 1315.7508837926216 471.30530990421175 10436.130874234936 38.383710453286767 214.80762791501911 73.359106290903583 3.9356987233622922 26.27194556818722
leaf_count=29 20 2188 144 27 7494 3452 9713 108137 87925 541 1514 1873 37 727
internal_value=0 -0.029648 -0.113832 -0.711563 0.00104171 0.0627245 0.000463805 -0.0238262 0.00198602 -0.0898857 -0.0152242 0.00218682 0.0686337 -0.0732845
internal_weight=0 438.761 64.1795 2.47217 12605.4 117.002 12488.4 736.471 11751.9 61.7073 374.581 288.167 116.322 86.4147
internal_count=223821 7034 732 47 216787 3518 213269 115631 97638 685 6302 3387 3489 2915
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=157 136 4 119 82 4 38 157 20 110 166 90 181 3
split_gain=45.5164 92.0372 95.1868 63.5629 61.3967 98.1278 78.1212 66.6396 63.6962 60.8647 58.3603 52.6864 49.6122 46.3033
threshold=-0.2691886585001389 0.17344581441424956 0.029609899657223496 -0.30643667908926014 -0.069457514898188882 -0.11021960103771071 -0.088769279212104937 0.01104801119067198 -0.19986999897444294 0.16452573673416862 -0.45944420415613413 -0.0012236466416497554 -0.041943335927405456 19.965027735762131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 8 6 -6 -7 12 -3 -5 -10 -2 -4
right_child=4 2 13 10 5 7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.049575993709235086 -0.0046246006292778559 -0.00022201198459533946 0.047655420508566311 -0.015432803206401981 -0.02701480461540905 -0.0036985726572824375 -0.12996725100262815 -0.044790811932897009 -0.0084107080902010491 -0.054914328614619257 0.023666232018752772 0.039763310372062766 0.075106412145161991 -0.0045993067082824883
leaf_weight=142.01126098190434 115.92401492441422 319.8913851135876 259.48563285404816 437.38247912505176 205.07814860883809 4895.3185605358158 115.05566285198438 429.256640694015 1097.3090989978227 559.11885890818667 3001.669531483436 286.24687482044101 238.82840603842487 489.39698708069045
leaf_count=817 3619 1736 1371 5461 2669 49446 817 72434 31784 4501 27915 6656 4850 9745
internal_value=0 0.00702409 -0.012691 0.0159863 -0.00518374 -0.0102443 -0.0640158 -0.00701135 0.0112491 -0.0350106 0.0186936 0.00155612 0.0490524 0.0135068
internal_weight=0 5208.96 1627.89 3581.06 7383.02 5644.71 320.134 5324.58 1738.31 879.01 3439.05 1383.56 354.752 748.883
internal_count=223821 51546 17353 34193 172275 125366 3486 121880 46909 6237 33376 38440 8469 11116
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=26 96 19 35 103 58 41 73 83 103 73 181 87 176
split_gain=50.4771 60.2968 61.2477 65.9738 64.2095 52.629 69.0458 34.6543 16.1773 56.5554 30.6199 13.1906 9.11678 8.30502
threshold=-0.040992962194058569 1.0000000180025095e-35 -0.41882644753949355 0.19681490110973654 0.2311058720286078 -0.043906943909251851 -0.052037441898864549 0.32629930653383904 -0.13637091487595696 0.13638382659280754 -0.0098195304900120847 1.0994289561846549 0.55781238359879348 -0.11935208700364873
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 10 -1 12 -10 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 -11 -12 13 -14 -15
leaf_value=-0.086530386380393703 -0.049934984195839721 -0.046671473267695544 0.00058800104013100821 -0.018248134701014568 0.046648616672470264 0.19447104044835206 0.026591429885330288 0.0789366788972935 -0.076361290814616761 1.9945773999086474 0.1328273290133388 -0.087038760110098146 0.104685106694535 0.092400968192915045
leaf_weight=14.51097871014645 138.29139101759938 88.129047983093187 9636.6577435292929 2304.0466816024855 451.29324257560074 25.128800715778198 976.85861373595981 24.573996342427563 142.21561407989066 0.14434785512275894 11.333750184436212 3.753260596015024 2.8368709422647944 8.2463455572724325
leaf_count=8040 20715 1618 77500 19402 2249 1628 37868 207 54079 8 434 35 8 30
internal_value=0 0.000473288 -0.0015576 -0.00304657 0.0314023 0.0222321 0.0308017 -0.0304901 -0.0523915 0.0206896 0.00966507 -0.064485 -0.0728205 0.0362755
internal_weight=0 13645 12480.1 11940.7 539.422 1164.85 1001.99 162.865 183.041 25.9891 25.8447 157.052 145.052 11.9996
internal_count=223821 161187 100769 96902 3867 60418 39496 20922 62634 8482 8474 54152 54087 65
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=15
num_cat=0
split_feature=29 26 44 72 165 79 86 77 129 97 161 128 181 0
split_gain=43.18 43.3015 82.9642 225.663 88.9802 76.0223 95.7671 84.1376 32.3153 29.508 19.9343 5.10126 4.98739 0.000128979
threshold=-0.11441128060287216 -0.075569642626399633 0.4456676382371581 0.10256133179977187 0.093683243838101185 -0.025652467512571889 -0.029982768025847682 -0.28206076232373251 1.0124726375080919 -0.15433712740470848 -0.20687494590537578 -0.54067474323461451 0.79604334071168625 1.535952175206438
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 12 10 -10 -11 13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.082781870862066648 -0.08724643999128695 0.064669625353469859 2.7138067436258995 0.17993179345940374 0.033794449056112397 0.049181999941949349 -0.00012830986567424963 -0.03739342351599402 0.067949309560228835 0.044979053322256074 -0.083172196499633644 -0.079618380291437738 0.16832074806739764 -0.080365332662261132
leaf_weight=0.40280186524614503 68.737777513859328 89.058153754129307 0.35769027625792915 20.214422809978714 521.56540034615318 404.12238719250308 15508.098637563438 867.96089848094562 27.497875768283848 3.3637404242763287 12.787991804332703 142.05860369891889 7.7158559560775757 0.48899849079316482
leaf_count=14 2527 2951 55 1818 14234 6044 122851 53945 542 190 2291 16144 5 210
internal_value=0 0.000424817 0.0265796 0.223989 0.0196999 -0.00052231 0.00112402 -0.0278957 -0.0469762 -0.0557559 0.0199786 -0.0767363 0.142442 -0.0814568
internal_weight=0 17480.1 610.875 20.5721 590.303 16869.2 15912.2 957.019 194.316 185.708 40.2859 145.422 8.60766 0.8918
internal_count=223821 204425 18634 1873 16761 185791 128895 56896 19396 19167 2833 16334 229 224
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=189 134 180 80 169 23 139 151 195 124 20 29 121 149
split_gain=36.5237 53.767 46.219 98.4515 71.7068 50.3371 49.7442 107.476 74.5936 26.1534 20.631 4.9321 4.72448 0.993358
threshold=14.500000000000002 -0.010362111539360412 30.880187416331996 -0.053266689278667574 -0.1275109058238936 -0.23983325547623874 -0.10400520850382518 -0.13609035353710738 0.19752675078273524 -0.31660344067723339 0.0049512230953947748 -0.040231049640665283 -0.10923211394801445 0.33690066274581876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -2 8 -8 -4 12 -11 -3 -1 -13
right_child=2 11 6 4 -6 -7 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.079239027287218142 0.06200167643630377 0.087325334765106163 -0.051164251397380005 -0.039168542594792348 0.046993452663584234 -0.025585911213264291 -0.027549917461911225 -0.0006924425645099629 0.0066500504272071857 -0.032334423783563201 0.088620199873796171 -0.086579742359559647 -0.090819204778151072 -0.11017444315832009
leaf_weight=1.7762067168951059 75.037203363550361 1.5651199668645848 229.46427275647875 109.03172564355191 846.39762438574689 522.55131561309099 1795.5196705990966 8755.9913142273726 8132.6355430755648 20.984932914609089 42.993356259074062 86.152545735007152 20.354496574262157 22.504323185421526
leaf_count=7 451 9 1420 2509 8130 4735 44539 85858 74298 400 241 949 216 59
internal_value=0 -0.0426733 0.000664479 0.0172484 0.0371608 -0.0145878 -0.000697242 -0.0052627 0.00506357 0.0165338 0.048947 -0.0889277 -0.0771704 -0.0914665
internal_weight=0 196.331 20466.6 1553.02 955.429 597.589 18913.6 10551.5 8362.1 86.109 63.9783 110.222 22.1307 108.657
internal_count=223821 1881 221940 15825 10639 5186 206115 130397 75718 864 641 1017 223 1008
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=195 195 109 139 181 38 180 133 11 17 151 181 126 77
split_gain=41.2725 55.2811 49.5436 47.1231 60.7299 45.3136 31.8919 24.075 23.827 15.8913 11.4281 8.29042 3.40254 2.86906
threshold=0.15008793528703659 0.18302900411398265 -0.27928946830616663 -0.40244293875561271 -0.031478353290798518 -0.020731373013360303 31.168005354752346 0.15054381109389839 0.058980170775846205 -0.35757353659163493 0.079154970854075565 -0.13511757035136956 0.88773540855813382 0.11613654533426192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 -3 -5 -4 8 11 -2 -10 -1 -9 -14
right_child=1 3 6 5 -6 -7 -8 12 10 -11 -12 -13 13 -15
leaf_value=0.074150330602526515 -0.15354005928931397 0.042651654044378096 -0.11451342813539932 -0.05827467926942731 -0.0066090061175342416 -0.00097591030524861715 0.012898632986125497 -0.09954817807068192 0.10085837084637952 0.060739161599267025 0.039988787147844512 -0.11813212262835511 0.078226989107303371 -0.081302516683184473
leaf_weight=2.9804418765088441 3.8376351990737012 564.48413579561748 99.592314479625202 139.68942164405416 449.5962253563921 11540.230288576278 24.472735877585365 10.624148216214961 77.478589348502283 35.263610968395369 51.245014169806382 9.0541819914979005 2.4213509772707758 2.1094954384752782
leaf_count=67 35 6242 1651 66468 3808 142022 616 457 502 304 525 981 28 115
internal_value=0 -0.00060932 -0.0584455 0.000134096 0.0208118 -0.00166119 -0.0893805 0.0511521 0.064046 0.0397085 0.0766261 -0.0705123 -0.0686049 0.0039524
internal_weight=0 12857.2 163.166 12694 1014.08 11679.9 124.065 155.913 140.758 39.1012 128.724 12.0346 15.155 4.53085
internal_count=223821 221146 2606 218540 10050 208490 2267 2675 2075 339 1027 1048 600 143
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=15
num_cat=0
split_feature=173 173 155 41 93 56 178 107 14 163 93 122 145 41
split_gain=47.8531 99.4799 85.0913 77.9267 102.119 64.7717 63.6396 82.0124 70.5692 105.025 59.7431 59.4858 54.2122 41.1086
threshold=-0.054519892985922927 -0.032710173632528212 -0.19927052272306384 -0.0016120015672974523 -0.00058112818782813346 0.19275023313907122 -0.087848285595515579 -0.17921016836392237 -0.17945733722480209 -0.43351783351686279 -0.052296620154089583 -0.37145866329449223 -0.13696148405280076 0.024428230846055582
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 13 11 -10 -3 -1 -9 -8
right_child=1 2 5 -5 -6 -7 7 12 9 -11 -12 -13 -14 -15
leaf_value=-0.03089465874506846 -0.0030918936534599316 0.066419423674691322 0.00057308748710992641 0.016417245869813548 -0.066117457128975612 0.032575020051843172 -0.025164099533652742 0.064144160417245175 0.087154951718878881 -0.01804601849940107 -0.032981850962340645 0.015796075734582738 0.0062946981508386797 0.20128974555316492
leaf_weight=302.60137090331409 415.06210326118162 64.822803520248272 3279.5923394392303 287.22639370712568 675.44464887358481 783.56878134966973 261.98024656737107 516.21107312271488 99.831707085249946 1919.701801013056 899.40721207722345 2776.970103789412 236.07856375670235 8.2693233517929894
leaf_count=3090 7146 2780 83736 2820 4977 14879 2144 4982 2109 23533 38590 27480 5458 97
internal_value=0 -0.00611712 0.000406899 -0.0299235 -0.042129 0.00674457 0.00624739 0.029016 0.00168153 -0.0128456 -0.0262993 0.0112082 0.0459902 -0.0182349
internal_weight=0 6405.12 5027.39 1377.73 1090.51 4063.16 6121.64 1022.54 5099.1 2019.53 964.23 3079.57 752.29 270.25
internal_count=223821 154928 139985 14943 12123 98615 68893 12681 56212 25642 41370 30570 10440 2241
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=183 168 100 102 25 27 8 193 190 2 17 2 50 72
split_gain=48.3986 55.2652 99.5371 93.0482 80.6208 67.7486 65.0845 51.8438 48.1885 35.8993 27.6684 47.6941 42.8395 25.3117
threshold=2.4880863322571334 21.842923027773125 -0.026741976621326675 0.4777128051751775 0.57924753288308251 0.35607072026625058 -0.0063067122178703727 1.0641939355321584 1.2515190704094004 0.21282109663540358 -0.046251289356949866 -0.51981163982370637 0.40905014722596633 0.41044659656665966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -4 -3 -5 -1 9 13 12 -12 -10 -2
right_child=8 3 4 6 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.055697449581722284 -0.00033154891128548542 0.059715162700708882 -0.00090618438866721385 -0.074085353217465344 0.03841197614170843 0.002939710569661161 0.0059536831611022648 0.050424756474112299 0.0088217372711763345 0.0064259603102982364 -0.21101538842008441 0.046077412802157498 -0.099700895108003174 -0.058198467331682824
leaf_weight=444.64466273401194 90.922345575687359 590.75969045058446 10154.197387061591 128.41865549676004 549.74153004132677 326.23991706082597 486.39639865641948 51.351032989448868 145.05023563187569 153.12719524581917 7.5207619182765475 177.95197480916977 48.550329621881247 448.23171224049293
leaf_count=78428 436 12152 116658 540 7034 2028 2326 293 757 416 19 842 209 1683
internal_value=0 0.00152038 -0.000916177 0.0193354 0.00111315 0.0395162 -0.0107644 -0.0447105 -0.0206103 -0.036304 0.0080503 0.0356525 -0.0183931 -0.0484399
internal_weight=0 12731.7 11199.9 1531.81 10703.9 917 614.815 495.996 1071.35 692.281 379.073 185.473 193.601 539.154
internal_count=223821 219459 202413 17046 123692 14180 2866 78721 4362 2535 1827 861 966 2119
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=15
num_cat=0
split_feature=20 130 9 139 20 49 65 2 177 109 157 173 76 83
split_gain=42.2281 75.4967 92.5518 59.9055 56.0545 81.6149 70.4314 68.3008 131.967 105.284 55.4643 45.7139 44.5811 38.6918
threshold=0.36527077286485959 -0.0019057003409804047 -0.10290122012667761 0.14584455618807818 0.093047159725442349 0.84756911849793037 -0.048619785048357587 -0.1640707640932558 -0.10368022869651346 0.56898162232827132 -0.34250523300187552 -0.16967600001636918 0.31464961521615248 0.50298341112249234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 10 -4 7 6 -6 9 -9 -1 -3 13 -7 -2
right_child=1 2 3 -5 5 12 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.010506162077379163 -0.096844159405316904 -0.003590370635210199 -0.036294356575814639 0.034150401443551963 0.073345092748842614 -0.10099484539512914 0.01148354574695442 0.024207164209410478 -0.016609420344860831 -0.020669230419301739 -0.10048921653535375 -0.079521653329805375 0.06006543948488724 0.10808346179941911
leaf_weight=5763.005320097669 14.271705392748116 107.07584185234737 162.52761784331233 469.25740987923928 195.0889561776421 92.630526292210561 3251.2072291482764 945.96996927857981 4870.4986700519839 1334.027313708677 131.76039282247075 245.01356202445459 21.100865574087948 25.99472941836575
leaf_count=44037 725 363 8800 2446 7875 1440 38924 9466 79998 7005 3299 19313 91 39
internal_value=0 -0.0186477 -0.00401833 0.0160284 0.00112503 0.0122349 0.0149854 -0.00193775 -0.00997115 0.00464613 -0.0570472 -0.0632937 -0.0711129 0.0354506
internal_weight=0 1155.9 870.621 631.785 16473.5 3560.03 3446.3 12913.5 5816.47 7097.03 238.836 285.28 113.731 40.2664
internal_count=223821 34985 14908 11246 188836 48330 46799 140506 89464 51042 3662 20077 1531 764
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=13
num_cat=0
split_feature=157 8 129 19 61 65 197 151 13 8 10 118
split_gain=37.9096 37.149 71.2275 115.724 62.1667 81.6753 62.0639 52.0706 4.3379 2.79956 8.3736 2.98327
threshold=-0.49176382482268366 0.31573944079751853 1.0158485808455311 -0.24266064292861819 -0.039768062848137851 -0.24458367740596604 0.5670407632597253 -0.36908947332402553 0.21406122066504865 -0.28536795887995786 -0.32516054189802568 -0.37131640202598165
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=-0.047599394979218917 -0.026324177494147588 -0.043122743405610162 -0.044328912899037176 0.019174807074712873 0.6710883774415658 -0.0036660829641833093 0.39781536818272989 -0.0005262673123748497 0.083903954122483526 0.057318796839563715 0.30637222588231894 -0.081010895793302548
leaf_weight=7.8022606207086938 647.46145806275308 516.21148034150247 277.95834838284645 4092.0191377851879 1.7948255020892236 3494.3024190637516 3.2120175920426837 11482.200000093173 1.8401916511356819 1.5948869514104433 0.73091207211836984 69.392529488424771
leaf_count=2437 8575 4893 4788 43133 19 31532 25 121958 12 67 47 6335
internal_value=0 0.000510204 0.00260948 0.0129592 -0.00811566 -0.00331968 -0.0403961 -0.00156157 -0.0678851 -0.0713977 -0.0172798 -0.077903
internal_weight=0 20515.2 16499.6 4739.48 4015.52 3496.1 519.423 11760.2 81.3608 79.5206 8.53317 70.9874
internal_count=223821 214923 178454 51708 36469 31551 4918 126746 8898 8886 2484 6402
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=150 88 195 133 44 139 154 102 95 44 177 106 77 6
split_gain=40.1381 45.2557 38.7151 81.5033 80.6036 25.1579 21.4708 29.1945 35.4215 29.1813 21.4698 23.1341 17.6517 14.8129
threshold=0.3266175855528769 6.7391251147440565 0.31079811995949053 0.026448422611808169 -0.0044534414930991499 -0.28609393816029632 -0.33536644615175065 0.51046446837918846 -0.012255792244487982 0.54935167501520921 0.085602150986582415 0.94165249118655403 -0.11951595396602575 1.2409404248348925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 7 9 -9 -1 11 -8 -12 -7
right_child=1 5 3 -5 -6 13 10 8 -10 -11 12 -13 -14 -15
leaf_value=0.061415844695095083 -0.065452807847877034 0.072082719820540417 -0.079508607177953577 0.0078759927937143877 -0.0021179531148599411 -0.15772277940108506 0.0055963827572741466 -0.35310814555065062 -0.033119960225951782 -0.027381090377308709 -0.056844489917567166 -0.43509669764444303 -0.022289804212190172 -0.040948181799487907
leaf_weight=106.70357519574463 211.6078529662982 8.3537709554657322 108.26622986591974 7545.0226607118884 3986.3231502837043 30.50237473713787 206.56610875923616 3.7551408447325221 43.923815416288562 56.661774200503714 221.30200699373381 1.1980990201118391 445.30461093021586 16.871183504423243
leaf_count=1158 33614 106 1994 136016 34078 640 9440 25 273 756 1180 17 3933 591
internal_value=0 0.00198402 0.00240678 0.00663982 -0.00531051 -0.087921 -0.0181034 0.0105243 -0.0583219 0.0306174 -0.0250132 0.00305507 -0.0337614 -0.116136
internal_weight=0 11906.9 11851.2 7653.29 4197.93 55.7273 1085.42 211.044 47.679 163.365 874.371 207.764 666.607 47.3736
internal_count=223821 207039 205702 138010 67692 1337 16782 2212 298 1914 14570 9457 5113 1231
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=44 21 68 87 115 116 108 127 135 139 76 41 74 17
split_gain=44.6112 61.7805 61.3826 84.4626 67.9232 63.1967 57.0982 53.8485 51.6952 59.383 57.2048 44.6892 42.7743 36.5825
threshold=-0.12613775151830398 0.08813914322489709 -0.054820278155270866 0.017216798673839562 -0.1319742870427785 -0.084969245773926658 1.5846855633435402 -0.080074853095472673 -0.05769501530803809 0.12455280167933523 0.079319961176328516 -0.16174462283588908 1.2997737759325529 0.009023329426030206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 13 -5 -2 -6 9 -3 -10 -1 -13 -4
right_child=2 8 4 5 7 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.038109173735136004 -0.044140553217259147 -0.13361761016456022 0.046883339144680757 0.011295393975382272 -0.018268320280112934 -0.028809660113326214 0.011420112715957605 0.0036638279449343991 0.050807025512812423 -0.0060062240224486039 -0.0049216684358611221 0.049296102897801564 -0.098393056836081155 0.0015791003725573835
leaf_weight=72.136609950917773 1048.2517751633131 58.461713051394327 488.24088286081678 1292.6564322336199 1426.0702312398389 564.4951642636006 224.59381335409125 5206.8693355204687 238.66411733947461 96.919053906196496 807.05187866050983 641.30992443150899 20.228920765221119 280.71186047128867
leaf_count=1233 13437 732 5623 12519 69955 5221 2787 87664 2554 1147 5456 11800 30 3663
internal_value=0 0.0137664 -0.00275436 -0.0144944 0.00221008 -0.000894838 -0.0343369 -0.00105154 -0.000199701 -0.0540198 0.00779731 0.0366301 0.04478 0.0303447
internal_weight=0 1934.77 10531.9 3130 7401.89 1857.15 1272.85 6632.94 1201.1 155.381 1045.72 733.675 661.539 768.953
internal_count=223821 22952 200869 33964 166905 17740 16224 157619 9889 1879 8010 13063 11830 9286
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=15
num_cat=0
split_feature=158 129 28 165 157 158 182 193 81 145 190 144 30 112
split_gain=48.8646 60.7584 65.596 60.3416 51.0943 75.1192 71.7834 57.6097 54.5164 52.6796 31.0945 28.0937 15.7419 12.66
threshold=0.69490829513858388 1.0154509182612959 0.01681941315257655 0.96676756518340878 0.2913785179324358 0.35739151960041832 -0.14662359085342622 0.6979169535802171 1.1711062031919022 -0.030467917328471594 0.44408262918670199 0.15321428493647607 53.300002799358062 0.26861136693684484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 8 -7 13 -1 -9 12 -12 -3 -6
right_child=1 10 3 -5 7 6 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.0013132704327488351 -0.080972728276927045 -0.058359720013789043 0.60733465784226026 0.18750993180615416 -0.075311314234956919 0.54741546615711911 0.042136485106271014 0.26099170655323561 -0.019571157766550773 -0.00083442626349407344 -0.053497460900965181 0.17414501534430582 0.084244612292237897 -0.0046435914221399912
leaf_weight=11555.423259460709 5.2654009081088615 32.728398686245782 5.1449508289224459 10.232668421464039 209.59854348835506 2.83489045160968 342.99449339483544 8.1827871253481117 1401.517657689139 126.19814508850686 7.4606115370988872 19.833095872629201 10.138927239517214 28.838843039848143
leaf_count=159546 3129 4728 144 118 42059 212 3909 33 7583 660 23 60 581 1036
internal_value=0 0.0728593 0.223663 0.327972 -0.000741336 0.000281935 0.0462784 -0.0372533 -0.000945742 0.0151088 0.0284893 0.11192 -0.0246311 -0.0667641
internal_weight=0 90.8041 20.643 15.3776 13675.6 13302.8 345.829 372.818 12956.9 134.381 70.161 27.2937 42.8673 238.437
internal_count=223821 8783 3391 262 215038 171250 4121 43788 167129 693 5392 83 5309 43095
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=15
num_cat=0
split_feature=16 52 52 191 112 77 118 8 157 49 170 148 13 166
split_gain=43.8837 62.7392 53.8039 39.5764 72.4004 65.307 56.1506 88.7703 78.3408 50.611 36.3917 22.0494 18.0074 13.6582
threshold=-0.49239385868530189 -0.07804552391693341 -0.11445670506734405 2.3802373788030766 0.43205153186513129 0.95860895847767369 0.34496209885552914 -0.30022119964408972 0.067932420960033921 0.43237411503611695 0.086374238557310162 1.4977479053215035 -0.57218244610769398 -0.28865142190766485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 5 -5 8 -8 -2 -6 -4 13 -1 -3
right_child=3 11 10 4 9 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.030549245969810637 -0.00012176958885691037 -0.16678732900356755 0.10461900398783762 0.036344969686696718 -0.036769117573233492 0.15621466691798155 0.049708739316012711 -0.015915791077593198 0.025367921428850804 0.068942843096232817 -0.089877109732217672 0.14524097423791157 -0.10238652457765716 -0.078652629117514569
leaf_weight=14.176421823445706 11835.962444105186 20.606375109637156 56.280401148658711 318.89954667002894 214.58245384553447 53.00524362269789 219.97691813547863 3273.9233657791483 1342.5192537403236 57.405222593806684 11.603518292773513 4.0446088556200257 36.235670722438954 119.85493207827676
leaf_count=157 98661 151 361 1166 811 144 2167 29246 85252 185 235 10 900 4375
internal_value=0 -0.0407463 0.0132561 0.000426282 0.024753 0.0534292 -0.000513223 -0.0117841 0.00247492 -0.0144577 0.0713734 -0.0849539 -0.0650036 -0.0915824
internal_weight=0 262.802 118.296 17316.3 643.892 371.905 16672.4 3493.9 13178.5 271.988 67.8839 144.506 50.4121 140.461
internal_count=223821 6189 1653 217632 2306 1310 215326 31413 183913 996 596 4536 1057 4526
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=15
num_cat=0
split_feature=140 96 191 44 47 127 151 168 2 131 35 74 9 89
split_gain=34.3814 50.7841 72.6961 60.0889 55.4314 51.4302 61.8387 42.8518 38.9488 24.7622 45.6283 39.4316 10.9136 1.36053
threshold=0.58384300121466925 0.15155407909033911 0.26829268292682917 0.19778394148024891 0.77770344975985128 0.53086945628838544 0.4441504298910845 3.14013748842412 0.1371556599384077 0.079417007591609357 -0.18133482582970428 0.14582119531609278 0.01783482008749206 0.739225120757105
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 10 -2 -11 -10 -14
right_child=8 2 4 -5 -6 6 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.025261051773457957 0.057347184010229105 0.039103584534552899 -0.0062633240828897018 0.00043041738759449209 0.03198177152251331 -0.023136013789299029 -0.15406256183239414 0.00051200957711345957 -0.25171008391915767 -0.071194794654049501 -0.049569121346542067 0.012838093921829495 -0.12972636159675741 -0.069018657042721615
leaf_weight=676.16301673420821 45.806940932845464 1184.4980612143845 2284.1376612833847 607.99118314078078 454.35279550624546 449.67141319974326 39.221442485693842 14049.1691167018 7.2314458917826441 66.028002333812765 310.37919945793692 361.89614956351579 8.0669210236519557 6.8064766051247707
leaf_count=16808 772 9839 16988 4267 4156 4074 368 152384 15 1733 6623 5749 13 32
internal_value=0 0.00103676 0.0103299 0.0259861 8.20572e-05 -0.00173084 -0.0336396 -0.000671447 -0.0200314 -0.016341 -0.0358193 -0.000128044 -0.15094 -0.101945
internal_weight=0 19745.2 4530.98 1792.49 2738.49 15214.2 488.893 14725.3 806.215 784.11 356.186 427.924 22.1048 14.8734
internal_count=223821 208884 35250 14106 21144 173634 4442 169192 14937 14877 7395 7482 60 45
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=12
num_cat=0
split_feature=28 167 1 157 118 157 42 34 101 101 194
split_gain=39.4084 36.9776 63.7387 76.6676 55.9077 57.6968 51.9828 50.0752 3.05194 2.03899 0.743656
threshold=3.7209708264758219 0.15995298665232208 0.014031555764398544 -0.19791798685828849 -0.16891204445710176 -0.50187659968875031 0.15822697637226721 0.058754620632498041 -0.13427361829126092 -0.13080687751923178 -0.041414255455686055
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=-0.027827501789135026 0.029572099040201968 -0.019365143502576433 0.0097529656203215378 0.043581062862097848 0.077200782143227814 -0.0092561869389479728 -0.010591176530251555 0.032561040217490976 -0.2548534540432012 -0.16284364926567271 -0.091985303021236378
leaf_weight=174.25178228928417 1.977054392104036 254.88270481773361 3096.898378195212 803.41606994513131 78.237768058573238 5754.9191177178591 2112.8636893606163 647.76130837548408 0.80763369798660178 1.535417683131526 41.881710055895383
leaf_count=16397 36 5423 27256 8110 5672 131279 20918 7007 1 18 1704
internal_value=0 0.00053534 0.00604718 0.028421 -0.0046559 -0.00809657 0.00150222 0.0197598 -0.0919855 -0.0974197 -0.0944912
internal_weight=0 12923.2 6268.06 1058.3 6655.17 5833.16 5209.76 822.013 46.2018 44.2248 43.4171
internal_count=223821 222062 61707 13533 160355 136951 48174 23404 1759 1723 1722
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=15
num_cat=0
split_feature=173 38 164 155 0 80 121 169 178 49 102 21 173 73
split_gain=43.0299 69.952 95.6161 81.8328 78.916 73.1095 65.0223 56.1608 51.7878 74.6418 62.0845 73.0923 68.6259 43.0643
threshold=-0.061823633560694549 -0.014411965609307052 -0.1608894861356753 -0.15804506972727511 0.98502550751415097 0.054374983948778481 -0.21164004079256973 -0.1996454343302074 -0.087848285595515579 -0.20798718489143819 0.19949318257588977 0.063271195413607872 -0.13697367923470985 0.28470368645059935
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 -10 12 -12 -1 -11
right_child=1 3 7 4 -6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.013053930884865464 0.15014187465683648 0.0032995588939844496 0.12738224058686221 -0.040125969546115997 0.013288138271076586 -0.041511588872719496 -0.053228526368235642 -0.0061186027331555683 -0.082652721728361758 0.050841982363887421 0.035721116158883168 0.0015512544593338526 -0.025650451172502253 -0.013529459637387747
leaf_weight=733.00722738642071 16.056702247587964 719.98256465450504 32.63351905165473 302.18473729109974 3267.0503696779197 736.54264556008275 752.51660152053228 916.25539170583943 53.965637836590759 582.13947699019627 894.07371238646738 2087.9933840439626 1221.5266606000514 126.51361084109521
leaf_count=10627 165 40681 470 7459 71915 10903 3912 23870 633 7538 13745 17148 13415 1340
internal_value=0 -0.00533954 -0.0227626 0.00061446 0.0087659 -0.0193608 -0.0489798 -0.00152734 0.00646357 0.0307166 0.0027169 0.011796 -0.0111352 0.03935
internal_weight=0 6743.22 1717.46 5025.76 3569.24 1456.53 768.573 948.889 5699.22 762.619 4936.6 2982.07 1954.53 708.653
internal_count=223821 159375 28417 130958 79374 51584 4077 24340 64446 9511 54935 30893 24042 8878
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=169 39 157 139 74 165 3 149 93 112 118 160 170 26
split_gain=47.0956 127.968 110.375 141.184 136.911 46.6705 48.983 41.7725 43.4276 40.9072 38.0983 35.8894 33.2661 29.155
threshold=0.68428327545820145 0.42314167849265655 -0.13152278155664596 -0.056948944874706878 0.46530598890182634 0.095346904586763384 27.058528252892327 -0.35323533950149 1.0078592626439802 -0.43580946033484658 0.14475133515129987 -0.042045494585025302 -0.095485753532179099 -0.023240730557060652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 10 13 -9 -8 -7 12 -2 -3
right_child=5 7 3 -5 -6 6 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.024207229736419807 0.35205321813457346 0.26960343777143136 -0.016503896011384366 0.026184954378991866 0.0056875272683626224 -0.11152568377111888 -0.082095718078579738 -0.027935003603772074 -0.072872714086468046 0.018059977819895084 -0.012953949391993291 0.028486590106336664 0.093665506361545969 0.0032410360325530532
leaf_weight=2689.7979232645703 5.3675428032292976 4.1864658664999288 1072.8007619758464 2788.5161718055533 3558.9338801568956 44.556228280358482 41.859407247946365 899.8964004381196 282.58211157657206 1581.6276778004249 326.8030066559586 162.23621235473547 69.480842608609237 222.92141566378996
leaf_count=57387 81 639 73397 44129 15184 339 1768 14794 887 11052 1479 607 485 1593
internal_value=0 -0.0029028 0.00103271 0.0143246 -0.00718082 0.0129683 0.00798314 -0.0311297 -0.038674 0.0154776 -0.0247807 0.0549136 0.112195 0.00815111
internal_weight=0 11519.6 10110 3861.32 6248.73 2231.93 1994.85 1409.59 1182.48 1623.49 371.359 237.085 74.8484 227.108
internal_count=223821 208010 190097 117526 72571 15811 14638 17913 15681 12820 1818 1173 566 2232
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=15
num_cat=0
split_feature=194 68 98 102 185 2 192 13 45 59 35 119 95 146
split_gain=40.2048 87.7428 81.5326 113.206 81.4989 86.3057 71.4914 68.9218 100.594 57.5007 77.4495 56.9298 56.7624 47.3627
threshold=-0.0024571838400595973 -0.053696270608740243 -0.00035677007915585821 0.23888685840402057 -0.0015743953397944115 -0.26951229552708239 15.366132284797791 -0.2102194933720922 -0.087858773587513136 -0.05940656928087884 -0.060316332565252574 0.063024425830381856 0.27770599411977837 -0.45782945502621281
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 13 -4 5 -2 -7 8 -1 10 -6 -9 -11 -3
right_child=4 2 3 -5 9 6 -8 11 -10 12 -12 -13 -14 -15
leaf_value=-0.03878540725869975 -0.029516273026726155 0.082336280515870386 0.03275065856632875 -0.029216285089655722 -0.0012606211233467618 -0.032018877366728898 0.0599960076543588 0.04055637280150623 0.038585316109404279 0.0094167353292849646 -0.03866368903851701 -0.025026489948272397 -0.0056046890994231107 -0.058125809047283886
leaf_weight=520.91208227552124 184.49767412553774 24.966070547117852 430.58085342231789 935.00081913596659 1711.9705912826757 97.991075443118461 610.4974937531224 672.21200418280205 248.06556874210946 6320.1498556660081 818.19502838744665 164.81269058842736 4178.8844771514414 624.21099414511264
leaf_count=8071 1981 237 12065 14814 13077 2191 10031 11667 1955 55463 11881 4428 24165 51795
internal_value=0 -0.00964905 -0.0235475 -0.00967752 0.00217964 0.0314049 0.0472694 0.00778685 -0.0138263 0.000176622 -0.0133559 0.0276429 0.00343782 -0.0527239
internal_weight=0 3620.76 2014.76 1365.58 13922.2 892.986 708.489 1606 768.978 13029.2 2530.17 837.025 10499 649.177
internal_count=223821 105032 78911 26879 118789 14203 12222 26121 10026 104586 24958 16095 79628 52032
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=14
num_cat=0
split_feature=154 6 168 154 63 88 35 183 79 108 181 100 159
split_gain=36.0909 35.2082 77.9858 61.9884 53.091 58.6212 50.6595 22.1872 12.8143 8.19757 7.58708 7.42124 4.04215
threshold=-0.47416673193660208 1.107641695029705 16.101706876702824 -0.17707203303463789 0.49512452333471518 0.027172557124202194 0.26572514899902849 1.6065488976948772 1.2933316128914625 1.5585497256722483 -0.16449636223790562 0.067068962754443476 0.32283490563555034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 9 10 -1 -11 -10
right_child=1 2 3 -5 7 -7 -8 -9 12 11 -12 -13 -14
leaf_value=0.041585533911577349 -0.0011837933352853679 0.018564864973231114 -0.03850527836787046 0.013662981170597055 -0.060698809662980038 0.028708215534965661 0.068657189256797244 -0.008471382258564978 0.70560955388900515 -0.067092100808728364 -0.078402862546036955 0.052887697474061947 0.18516150626275055
leaf_weight=5.6112229190766802 17154.497878135342 1097.7131644664041 417.10198267942178 501.78517261118395 204.73337048478425 682.1493419916078 247.39234312111512 134.95910327511956 0.25310772797092695 9.4444525730796176 86.61521114083007 11.352020271064246 0.36361573124304414
leaf_count=179 183527 9552 5524 3870 6732 7275 2214 1532 13 158 3039 178 28
internal_value=0 0.000678314 0.0124379 -0.0100173 -0.000786432 -4.05956e-05 0.0277779 -0.039949 -0.0558333 -0.0583138 -0.0711026 -0.0015996 0.398757
internal_weight=0 20440.3 2263.99 918.887 18176.3 17836.6 1345.11 339.692 113.64 113.023 92.2264 20.7965 0.616723
internal_count=223821 220226 21160 9394 199066 190802 11766 8264 3595 3554 3218 336 41
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=15
num_cat=0
split_feature=152 127 154 127 136 83 19 64 97 77 77 167 110 155
split_gain=39.7035 48.0811 56.1424 64.5856 47.5388 60.2433 72.0075 53.0814 83.8971 46.8017 46.041 44.0451 41.4351 37.1525
threshold=-0.23863394273241201 -0.56252478946479167 0.081998663914958594 -0.32555351651314585 0.29091336049897337 0.40395278299129805 -0.55422292126346984 0.026949696973094368 0.018891077250663666 -0.036804226144148085 -0.018491319397442949 0.041166075327128474 0.28074898662084241 -0.3377012765100959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 9 -4 5 10 -7 8 -6 -3 -1 13 -13 -2
right_child=1 2 3 -5 7 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0049488074007803771 0.074641592416995875 -0.0020005117384280088 0.017645793795500922 -0.033734053524271071 -0.1446898680596129 0.44039837744743138 0.03628662993585232 -0.040843187378493628 -0.92153492757157685 0.012415138819649972 -0.058920216982168851 0.04466428039079548 -0.16609941314630983 -0.10815502364502745
leaf_weight=844.3672484724284 15.710012779629322 6029.5059690438429 339.20083229047668 877.71714223534036 8.254420320314237 4.5146507600147734 189.04837335556294 331.83755024578932 1.6717585963051522 3594.8806975449061 194.45950990346137 483.34139739164675 9.5112983487779257 38.044079860224883
leaf_count=9229 263 44556 5507 72802 126 66 2734 5078 27 59789 15397 6962 159 1126
internal_value=0 0.00228414 0.000825118 -0.0194126 -0.0146595 -0.00550803 0.0457121 -0.0476593 -0.275525 0.00338399 -0.0150518 0.0312221 0.0405969 -0.0547314
internal_weight=0 11387.9 10841.3 1216.92 1574.15 1232.39 193.563 341.764 9.92618 9624.39 1038.83 546.607 492.853 53.7541
internal_count=223821 191164 182654 78309 32657 27426 2800 5231 153 104345 24626 8510 7121 1389
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=13
num_cat=0
split_feature=13 67 118 115 47 72 158 23 85 176 134 149
split_gain=40.321 40.6533 57.6936 49.3815 61.1311 39.95 39.3136 29.1403 27.9064 20.066 12.6132 10.8879
threshold=0.26644670841518703 9.2648302827758524 1.2475248439362827 0.23841586270337059 0.20256504722545374 0.077446310112262898 -0.45254500597657243 0.035307464958790946 1.1263496072515105 -0.17021111208212872 3.7025232817680718 -0.87027670487909259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -5 -2 -3 11 -10 -4 -8
right_child=6 2 10 5 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.00045733327346166302 1.9329532093541681 -0.15922066513105645 0.060809413030736496 0.072366930719239081 0.028123244396733239 -0.029470509600931408 0.16635895988918284 0.10663198599942487 0.52071396899144484 -0.081595204889979359 -0.096600750137829011 -0.070431444096479209
leaf_weight=10555.900724926862 0.099101236555724337 4.3163566198199979 6.4619534895755377 40.602006855537184 805.48287567863008 751.71810433843893 1.9752364738087624 92.033639758708887 1.407023632898927 0.91141327848890696 23.984740807092749 114.86225065321196
leaf_count=123110 3 4 62 273 6927 30607 378 953 9 61 527 60907
internal_value=0 0.000473306 0.0568034 -0.000114372 0.00156893 -0.0242519 -0.0579554 0.0947221 -0.0596112 0.283937 -0.0631923 -0.0664283
internal_weight=0 12280.5 126.797 12153.7 11361.4 792.32 119.255 96.35 119.156 2.31844 30.4467 116.837
internal_count=223821 162463 1546 160917 130037 30880 61358 957 61355 70 589 61285
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=148 118 129 126 17 22 13 131 154 10 74 65 192 154
split_gain=45.3814 110.466 55.6857 69.4139 79.6946 74.3162 60.8883 80.4286 53.0338 51.5093 46.8621 53.786 39.3424 12.9933
threshold=0.46585557966381164 -0.2126074696815434 1.0187347616272378 0.90683298764925857 -0.19066116709944911 0.15175106200346025 -0.049734717621410678 0.53085232546636074 0.3445667643943488 -0.23850699039930084 0.51918403543304625 0.32855159615926283 13.566004162826411 0.2083909081365973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -5 9 -8 13 -4 12 -12 -3 -2
right_child=1 10 6 5 -6 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.014545381831087202 -0.070869017522210198 -0.13597621607684607 0.0083498816731701966 -0.004201077741776995 -0.023888404408833011 0.018281635285911063 -0.0060538089587667474 0.059090773212472962 -0.80161515740879641 -0.02769256970258225 0.090792077781917377 0.021957483473541924 0.0078735789052280063 -0.29293196821456835
leaf_weight=789.78774820645776 4.6018135811318626 19.477702578165918 487.79878987275879 2671.0840581392004 1702.5400796445247 3270.2790231622421 1056.2959880358976 230.95778774977953 1.6832334995269764 2118.8095514576926 161.16470680979546 383.94632564147469 796.31699775771995 6.1647749082185328
leaf_count=20526 201 728 5842 74311 65781 19712 10740 3036 3 10638 568 1877 9849 9
internal_value=0 0.0168951 -0.00226873 0.00229809 -0.0117092 0.00817399 -0.01216 0.00563437 -0.279626 -0.0209476 0.0196078 0.0423088 0.00443906 -0.198019
internal_weight=0 1373.36 12327.6 8433.69 2492.33 5941.36 3893.86 1287.25 12.4498 2606.61 1360.91 545.111 815.795 10.7666
internal_count=223821 13235 210586 180330 86307 94023 30256 13776 213 16480 13022 2445 10577 210
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=16 8 166 106 142 44 19 87 16 46 5 123 158 85
split_gain=37.4545 46.5088 76.1321 40.1174 53.755 87.5414 51.8887 52.0032 47.4632 39.8495 22.3286 12.8669 7.41281 6.62404
threshold=-0.49239385868530189 -0.18918385596847795 -0.21403784667395262 -0.43116639534363271 -0.099288286468770484 -0.026209244885149627 0.14983840749516672 0.059894095942386281 -0.041388078024784149 0.041533270349037844 -0.081200818268024513 1313.5000000000002 -0.58000445730527195 0.53996148230865593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 6 5 -5 7 -2 -6 -8 -4 -3 -1 -14
right_child=3 2 10 4 8 -7 9 -9 -10 -11 -12 -13 13 -15
leaf_value=0.024595744684646613 0.061237284217809967 0.021090970730079737 0.11249159493484172 -0.055333585099408333 0.0053630444295360751 0.066744561385069456 0.048821777724227307 -0.048752535761302729 -0.005437833804069897 0.16816245087908599 -0.05733901123066304 0.14147943802892526 -0.091620761463888534 -0.15921094260332369
leaf_weight=3.6544818896800271 73.802452603820711 12.752329695504157 8.2001576411130355 358.06799239933025 9179.7406182109735 70.267850184362032 123.87830625846982 102.9461579262279 7307.115762969479 36.143479791702703 138.43700830316811 29.219699767418206 32.042600613145623 26.483713853522204
leaf_count=22 146 55 379 6612 88273 594 410 798 120674 125 4626 31 961 115
internal_value=0 -0.0385774 -0.0138511 0.000347775 -0.000332643 -0.0353068 0.0345236 -0.00282562 0.000576003 0.0757768 -0.0478418 0.104902 -0.113578 -0.122206
internal_weight=0 250.79 188.609 17252 16915.2 428.336 336.77 176.749 16486.9 160.022 146.637 41.972 62.1808 58.5263
internal_count=223821 6189 5091 217632 216153 7206 1479 944 208947 535 5005 86 1098 1076
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=13
num_cat=0
split_feature=157 9 173 142 13 118 28 20 13 9 1 115
split_gain=34.9141 35.2958 69.0101 87.264 55.6082 51.2336 63.5979 49.0867 3.3396 1.88965 5.91954 0.332108
threshold=-0.50187659968875031 -0.1478763033082223 -0.083945742436239146 -0.078628822302226994 -0.30306619151481995 0.19370754341674637 -0.058029699029785713 0.28854258460721377 0.34434361597232738 -0.36863764539902194 -0.36272614918458396 -0.24775441251823116
decision_type=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
right_child=1 2 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.033149762378303832 -0.0039646575623872339 0.037429681864850885 -0.026557681118298662 -0.038343790425204326 0.0018299487096783515 0.099524669390631329 0.02076347769467049 0.050300942817707431 0.097030181030141605 -0.042787212746079238 0.62819839093892049 -0.081931400997327264
leaf_weight=4.0823756450408837 1485.6374353649735 183.08126970619196 720.72324323840439 894.82135623809882 16214.117555477773 122.22003024813603 636.12554429483134 187.75880780591979 1.1370133534073819 2.2525723061989984 0.13998120930045743 57.342565348764765
leaf_count=1126 32636 2213 11337 11066 141050 2503 11014 3997 5 228 3 6643
internal_value=0 0.000586886 -0.000939774 -0.0254737 0.000621811 0.0118954 0.0334572 0.00212406 -0.0728449 -0.0758715 -0.0112245 -0.0804518
internal_weight=0 20444.5 18012.7 1077.9 16934.8 2431.74 758.346 1673.4 64.9545 63.8175 4.22236 59.5951
internal_count=223821 215816 165666 13279 152387 50150 13517 36633 8005 8000 1129 6871
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=15
num_cat=0
split_feature=158 34 178 74 77 5 180 31 2 57 128 195 44 58
split_gain=37.2908 63.7012 68.7078 55.0258 67.7725 56.8359 48.8406 48.8322 81.442 41.335 40.0052 35.0813 27.2829 14.1171
threshold=-0.20021830974047869 -0.096248590662561848 0.48088101570896785 0.2555993079642378 -0.021373203409106048 0.81393866636108714 32.798527443105762 1.4276985236083208 -0.42253170473842139 3.4086506747827037 -0.49131761239101818 0.1432331000577311 0.19183573326525494 -0.20383007899521091
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -6 10 -9 12 -1 -11 -3 -4
right_child=1 9 13 4 6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0069448141688061814 -0.040026130887497791 -0.058453793194713881 -0.051479110789236907 0.090182967923329888 0.057778182472356977 -0.033989244187478049 -0.044347036432390734 0.65033915859128044 0.010840090117371708 0.062250760815154099 -0.090921746550949978 0.0014505880705377586 -0.0058778289543527937 0.14696265098500161
leaf_weight=53.612121364214545 32.43866871974933 188.43250862304376 3.7912318439921355 113.36511885341315 55.945065547808554 54.622561390511692 287.38832890883532 2.4311984272935652 11.009823424465138 95.684997300304531 189.0690405291225 11567.376699635393 207.26190278117429 65.877550748176873
leaf_count=912 7394 8987 32 461 2078 397 19932 43 301 1126 41996 138688 1227 247
internal_value=0 0.00153699 0.0801898 -0.0211913 -0.00224007 0.0498074 -0.0277061 -0.0590254 0.126512 0.000870995 -0.0693015 0.0019494 -0.0309149 0.136164
internal_weight=0 12160.9 102.107 767.443 511.321 167.988 343.333 256.122 13.441 12058.8 242.681 11663.1 395.694 69.6688
internal_count=223821 157701 7673 66120 22868 858 22010 43252 344 150028 42908 139814 10214 279
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=15
num_cat=0
split_feature=151 90 166 146 60 150 127 184 195 187 73 20 112 102
split_gain=40.1365 58.1858 46.6401 54.259 46.3609 45.8694 38.3951 36.3182 35.8877 32.7534 41.7614 23.0608 17.8393 15.9526
threshold=0.069281161017825804 1.9988401295675755 -0.02940164602002053 -0.32390111915691416 1.2961110974770016 0.90949871426650486 -0.20662731658721692 2.7672421104906015 0.39641601094798246 0.37704206020152303 0.18369864570568351 0.64959481472528913 0.085530129114438982 0.95776860436339784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 -1 -5 12 -2 11 -11 -4 -3 -6
right_child=2 7 9 6 13 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0042475008870767042 0.0073934908254188279 0.028738702276205466 -0.062075203250484802 0.038805524493304461 0.06189329201963148 -0.017588819075724901 -0.0042951443714305112 -0.043474717057947185 -0.078430836330868212 0.055402925422692484 -0.046817346090048798 0.060809160997056591 0.11664466479861429 0.18483803748098526
leaf_weight=8116.0297579809812 71.199305949849077 32.311702252598479 316.7349583832347 230.21214400271128 40.465052254468901 1091.3279476855823 2022.3514000286668 24.178569271229208 154.33171735354699 72.048846950972802 89.756801434486988 16.045112063409761 80.850779048167169 14.277650655014439
leaf_count=113385 632 329 52614 2558 576 16008 20473 733 705 1840 5378 7304 1074 212
internal_value=0 0.0031629 -0.0101682 -0.00457236 0.00220482 0.00165929 0.000109747 0.0677747 -0.0513364 -0.038206 -0.00130069 -0.0561503 0.0915445 0.093959
internal_weight=0 9399.44 2972.68 2478.09 9262.1 9207.36 2252.56 137.341 225.531 494.586 161.806 332.78 113.162 54.7427
internal_count=223821 132317 91504 24368 130181 129393 23031 2136 1337 67136 7218 59918 1403 788
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=131 143 169 192 127 61 193 73 19 149 87 107 74 112
split_gain=45.1884 52.8909 66.6466 64.2538 77.9124 69.4122 47.1228 38.8871 35.5711 22.7847 19.9975 23.7641 22.6133 14.6511
threshold=-0.53973308466806935 0.083352372281188927 0.54159788117769381 5.7979056461810385 -0.08318250181657208 0.040732480757784732 0.31433365770908511 0.071866904631929032 -0.24702337250176296 0.53917132797087819 0.077213578929638427 1.0675959233226588 -0.14896468312519026 -0.36822001961032252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 5 -5 -2 -3 9 -4 -1 12 -12 -9 -11
right_child=1 2 8 4 -6 -7 -8 10 -10 13 11 -13 -14 -15
leaf_value=-0.067823069395469143 -0.092503934147842748 -0.032268478953670174 0.027653169642432553 -0.024432032757222083 0.0065817823488224904 0.10830009557541186 -0.0081057827670419271 -0.092838046053131368 -0.0022923772394401625 -0.08502082547460077 0.039893215355891437 -0.11664907110886796 0.092491755031710837 0.18039462528615674
leaf_weight=44.759540559069137 20.615888962238387 1310.9595170065804 529.27704177873238 919.87076949996845 6783.0249130976117 104.3320573437959 2100.1101332727485 6.9574239011853924 1583.2821913511725 2.9816058291326044 96.478093620156869 10.781140421517192 122.58130048947351 6.8762226467370038
leaf_count=5512 700 35199 4809 47135 107833 612 8167 53 11389 210 900 31 1038 233
internal_value=0 -0.00125505 -0.00874769 0.00403204 0.00287815 0.0751683 -0.0173921 0.0385507 0.00521013 -0.0375118 0.0560945 0.0241584 0.0825378 0.100117
internal_weight=0 13351.5 5523.63 7827.84 7702.9 124.948 3411.07 291.415 2112.56 54.6174 236.798 107.259 129.539 9.85783
internal_count=223821 215844 59564 156280 154968 1312 43366 7977 16198 5955 2022 931 1091 443
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=15
num_cat=0
split_feature=152 16 188 116 2 79 121 132 127 143 73 50 2 50
split_gain=39.8315 104.041 110.168 71.1753 60.6166 107.444 68.803 41.5294 50.2787 49.8556 38.4169 38.0538 44.1545 32.3728
threshold=-0.32739884012449977 0.26990673372797053 0.5988475288678633 1.1629184599771014 0.18977401632770305 -0.018235815768925637 0.3654250086509766 0.15587291960896552 0.11152623880592115 0.20944965567105933 0.010461557175658038 -0.030915437702505068 -0.046954430183243849 -0.12192750209384058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 6 -6 -2 8 10 -10 -1 13 -13 -9
right_child=1 2 3 -5 5 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.013567912108773542 0.00094796104259585446 -0.05063455794748694 0.021760272970732158 -0.1108584402385431 -0.028897899538114998 0.049988014603799619 -0.028005702985703537 0.027854569742587151 -0.0087958691093499106 -0.096310872934126782 0.045603079816735802 0.052828460166899655 -0.021079702368433439 -0.060383433938060019
leaf_weight=183.9234546252701 12781.996251923425 835.13061533119617 436.14624422718771 44.60775927756913 244.23249968413438 589.13572937121717 877.0454401547031 93.057923473708797 312.7758553197491 82.203540542337578 271.98588204436237 545.43791648803744 94.896872970624827 75.160283198056277
leaf_count=3655 111635 38011 1759 248 35871 9621 12587 574 3249 411 1830 2101 1532 737
internal_value=0 -0.00175822 -0.0286811 0.00945497 0.000686323 0.0268692 -0.00091115 0.0145275 -0.000893529 -0.0270096 0.0217323 0.0307561 0.0418754 -0.0115704
internal_weight=0 15808.3 1315.88 480.754 14492.4 833.368 13659 1659.44 850.889 394.979 455.909 808.553 640.335 168.218
internal_count=223821 209732 40018 2007 169714 45492 124222 14089 9145 3660 5485 4944 3633 1311
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=15
num_cat=0
split_feature=11 39 139 149 180 196 22 113 137 20 181 107 187 119
split_gain=35.1399 46.4289 58.5632 57.0095 50.8482 43.2707 55.5367 84.9857 55.131 35.7031 59.6923 50.3059 34.6043 31.8205
threshold=0.47716600110864849 1.9304974184057024 -0.098206751053490068 0.41343545658560071 32.688755020080329 -0.064748689393525585 0.13869516287293226 -0.31007486978618032 0.2951600609702561 0.1634237423787229 0.38379005369616276 -0.20304504812026211 0.88761434734158451 -0.13772551846017467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 -1 11 -11 -7 13 -3
right_child=1 12 4 -5 -6 9 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.030846209330225267 -0.012084174083144005 0.45117774798777166 0.045897571384449491 0.059910299813346127 -0.053325579737300982 -0.01852530917292123 0.16043091084889141 0.00083646502340241661 0.12119058111160692 0.016908882820053508 -0.0099349550875527694 0.0024247213502451136 -0.01543350724215559 0.053004898043752406
leaf_weight=963.60888332026661 1210.8255113377236 2.0339836291968814 57.282952104113065 120.97844643471763 524.98617637928692 1277.272419925037 39.206385031109676 224.00684351478412 24.455880190711468 3516.2824583200418 1083.675294339133 11166.723873726063 108.75340654043248 151.71880917594535
leaf_count=12475 10559 65 344 1236 4840 16988 393 2525 180 49710 5761 115653 1680 1412
internal_value=0 -0.0117014 -0.0171101 -0.00554434 -0.0435641 0.00173935 -0.0162095 0.0246085 -0.0270831 0.00305706 0.0105849 0.000274375 0.0277368 0.0582723
internal_weight=0 2176.58 1914.07 1331.8 582.269 18295.2 1251.28 263.213 988.065 17044 4599.96 12444 262.506 153.753
internal_count=223821 20136 16979 11795 5184 203685 15573 2918 12655 188112 55471 132641 3157 1477
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=15
num_cat=0
split_feature=70 82 190 160 145 176 192 71 128 168 126 184 18 180
split_gain=35.3638 53.9538 42.054 70.8469 41.1206 44.1502 35.1688 24.9738 18.3216 16.3912 13.5969 7.57748 7.68222 3.46496
threshold=1.279880211285533 1.1688963741867335 0.5267969148062448 -0.17764922925168244 -0.18385292628156868 -0.10458601343890593 13.020056027765326 -0.046528240435422259 -0.42890574445680313 4.6293644821931368 0.99160978631025853 0.067575336288918264 0.2909904161593822 28.858768406961179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 11 -1 9 -8 -10 -2 -13 -4
right_child=6 2 13 -5 5 -7 8 -9 10 -11 -12 12 -14 -15
leaf_value=0.012713696276119617 0.61235707575258513 0.95417992522939155 0.15403853179376803 0.09135624172234226 0.055159832656668212 0.00017671784991579419 0.59089061994249581 -0.066357237029248936 -0.079923546846272481 0.042503796795864773 0.19719141327311071 0.56764957976499264 -0.082814449935038364 -0.086413066747196732
leaf_weight=54.963202164757604 0.85165914893150219 0.96248921741789573 0.62406390905380149 84.493368926356197 147.78951064725516 12342.377073988708 0.58916073688305814 146.17514837253293 98.08883206824612 7.2801619242236484 1.8031490728026245 0.30267545580863953 0.45378244081803132 15.101041249698026
leaf_count=2837 3 116 1 597 14616 151158 57 48645 4834 272 36 1 53 595
internal_value=0 0.000684836 0.0734188 0.101074 0.000104967 0.000827304 -0.0564209 -0.0447503 -0.0633481 0.0835604 -0.0749213 0.407777 0.177451 -0.0768705
internal_weight=0 12792.5 101.181 85.4559 12691.3 12490.2 109.369 201.138 107.761 7.86932 99.892 1.60812 0.756458 15.7251
internal_count=223821 218565 1309 713 217256 165774 5256 51482 5199 329 4870 57 54 596
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=15
num_cat=0
split_feature=196 196 127 82 163 122 112 122 45 55 65 129 134 13
split_gain=39.4096 54.18 69.6818 75.8223 62.3002 66.8134 59.2297 37.9009 27.0696 22.0271 16.557 13.4807 13.637 8.9567
threshold=-0.083083041376572256 -0.053205817585272625 0.2131872149832818 -0.068185684428693674 -0.42775507630034598 -0.37145866329449223 0.19087579312275521 -0.054002484619130688 -0.27157312913097803 -0.20672282285230684 -0.010654733826345112 1.0239149164403389 0.15076362444337707 -0.13143155906535472
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 9 -4 13 -11 12 -9 -1
right_child=1 4 8 -5 5 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.12535600119848669 0.015105065626253156 0.066280134111129499 1.0796609135664945 -0.072448549247431257 -0.064826726868784879 -0.00019515593611913956 0.0038266633008956353 0.012303382346174237 0.06016054455057171 0.038175873414074912 0.10205114672710236 -0.75640698053773869 -0.083842886663203386 -0.093490173739228744
leaf_weight=2.23230206221342 142.49260658759886 273.08941657200921 0.26147740968735789 323.40586460233317 162.35212440020405 10793.040711533467 342.05937759415247 39.503726081733475 65.615942206248292 72.901244921726175 91.530929049855331 0.25203825277276237 23.544352798853652 11.526581363053991
leaf_count=13 5941 5708 6 6694 1085 190250 2840 5497 1577 2113 1059 104 586 348
internal_value=0 -0.000848586 -0.0320589 -0.0456707 0.000585821 -0.00115296 0.0315523 0.0399496 0.0642071 0.0635616 0.073732 -0.0265188 -0.023601 -0.0579836
internal_weight=0 12102.3 531.776 465.898 11570.5 10955.4 615.149 241.491 65.8774 178.191 164.432 63.3001 63.0481 13.7589
internal_count=223821 214101 14218 12635 199883 191335 8548 9720 1583 3533 3172 6187 6083 361
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=15
num_cat=0
split_feature=115 145 32 109 118 21 71 103 65 20 197 19 61 20
split_gain=44.1993 51.2987 108.225 93.9726 61.8297 86.4258 71.8097 58.8844 22.4479 15.1718 16.7735 12.4449 11.5848 2.08589
threshold=-0.19478315630084328 -0.34440913657606809 -0.021137389505985385 0.33360054497503105 0.17611016716182101 0.10227690053402556 -0.077174310523848919 0.59116319679842722 0.78639371583725104 -0.35031300026237705 1.0837289893996807 0.94523218446396562 0.17340012117289341 0.1427912076845515
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 9 10 -1 -11 13 -10
right_child=1 4 7 -5 6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.10293515583599613 -0.04671631255786448 -0.027084149892494365 -0.034024320843745036 0.14059194288846844 0.062227205178017941 -0.00091138620883972571 0.0038787762178411353 0.043562023668757201 0.14849443172730895 -0.085240709360904054 0.15880289819113313 0.084438797961937859 -0.098119942800112436 0.065883782341608882
leaf_weight=4.2194215843737748 34.182676891708979 1731.7283510468515 210.37646843429684 123.76080445027037 218.22898435058596 4648.0121096019429 6300.6772351049585 182.83426411362598 4.4270379981608157 116.07356821689245 5.8335279980674386 4.489681985716742 4.1613672752282573 9.8725964933983033
leaf_count=832 3338 96163 10153 898 4476 43611 46061 618 25 17268 19 289 27 43
internal_value=0 0.000259466 0.030136 0.100054 -0.00101715 -0.00801577 0.00583207 0.00205161 -0.054492 -0.0690805 0.0489463 -0.078922 0.0487255 0.0914593
internal_weight=0 13449.8 551.154 157.943 12898.6 6379.74 6518.91 393.211 149.077 130.616 10.0529 120.563 18.461 14.2996
internal_count=223821 205318 15007 4236 190311 139774 50537 10771 18503 18408 851 17557 95 68
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=15
num_cat=0
split_feature=28 64 189 107 79 23 86 96 149 1 155 34 68 19
split_gain=37.2581 39.719 84.4788 73.0531 50.8957 75.2301 63.9009 28.7836 27.3962 17.7007 13.1493 12.8261 10.2378 3.60732
threshold=-0.13850173592763976 -0.030223850286705 33.500000000000007 -0.23604914883407271 -0.025652467512571889 -0.12054667844001492 -0.029982768025847682 0.3822398924036452 -0.50176382306684097 -0.14050592858768518 -0.37717714172857258 0.02645493268063696 1.6881334383355069 0.31850410902677523
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 13 11 -10 -12 -1
right_child=1 4 3 -5 6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.12639575263673575 -0.051138061255603474 0.24799220080195139 -0.1042691312155315 0.04009335674644305 0.039517784780144817 -0.031393455175470167 -0.00084978344422800508 0.18578072127371267 0.15895816868063148 -0.08679094432557781 -0.08686228569358545 -0.08283287908689857 0.15892423814286638 0.26992485003535033
leaf_weight=5.4923968670191226 166.38775543167139 9.7753887428116268 36.739453155372757 763.81787653983338 402.50739008651362 685.33480861503631 15225.343838114029 5.2910475311800829 4.6559519767761213 3.9247361615998662 96.434968551111524 4.148826814853237 1.7250039583886962 2.57063889503479
leaf_count=60 11959 831 695 24205 6517 44260 120340 52 3 369 13564 954 10 2
internal_value=0 0.00018182 0.0198177 0.0334682 -0.000987741 -0.0274644 0.000189914 -0.0438364 -0.0559762 0.0873777 -0.0720422 0.0450258 -0.082543 0.172155
internal_weight=0 17295.2 972.236 800.557 16323 695.11 15627.9 171.679 118.953 11.9878 106.965 8.80478 98.16 8.06304
internal_count=223821 208859 36911 24900 171948 45091 126857 12011 14962 431 14531 957 13574 62
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=15
num_cat=0
split_feature=77 71 139 65 71 190 157 193 115 193 44 108 34 35
split_gain=34.424 35.917 72.3839 61.2973 45.1067 42.4449 93.2711 66.9635 34.988 44.5116 52.0858 19.9832 20.079 18.1704
threshold=-0.35914641964089722 -0.095998184986305898 -0.40244293875561271 -0.12840357526885154 -0.029470740607998237 -0.23105451467338226 0.26145863641337058 -0.05320581758527259 0.36631725453808855 -0.083083041376572367 0.070815027913934056 1.3591199468940593 0.02645493268063696 0.51202856150740794
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 10 -10 -1 -13 -11
right_child=1 2 4 -5 -6 7 -8 -9 9 13 -12 12 -14 -15
leaf_value=0.055100257589504459 0.16644174211895951 0.077811474231322245 -0.0075284562381923315 -0.04701925995369749 0.0036210757306777762 -0.029601861011165648 0.014210762380460488 0.020280750702362463 0.75568812786201844 -0.087698520179813222 -0.081287940227174005 0.12024097279644248 -0.087308449721403322 0.05600425542589807
leaf_weight=12.121619948185979 56.715573035413399 42.784053199924529 5038.3970298200147 488.1986085397657 12966.824242160612 348.58212107181316 138.61358033286524 1180.4964252695208 1.770155414938926 13.247445937595328 1.2820005982648579 4.8476154506206504 121.21480563469231 26.203460067277774
leaf_count=61 572 209 52213 6273 145366 3996 1393 12015 17 259 81 19 637 710
internal_value=0 0.000712178 -0.000572024 -0.036961 0.000501105 0.0145165 0.0584124 0.00890907 -0.0431303 0.0362138 0.404132 -0.0675352 -0.0793273 0.00774948
internal_weight=0 20260.6 18536.2 530.983 18005.2 1724.41 195.329 1529.08 180.687 42.5031 3.05216 138.184 126.062 39.4509
internal_count=223821 222037 204061 6482 197579 17976 1965 16011 1784 1067 98 717 656 969
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=15
num_cat=0
split_feature=76 151 122 137 111 77 126 126 139 126 154 113 157 48
split_gain=35.516 36.136 49.641 73.9214 72.515 46.9343 76.7951 66.2031 10.5378 12.0444 9.46744 2.52485 1.98694 0.0339692
threshold=0.80275816437073944 -0.26930957770283354 0.23342272404040806 0.020092085908120762 0.10965662008245576 -0.04873782502118823 0.88083441485229652 0.88864534502471104 0.10060771789285645 0.94638015136091591 -0.16738489373055049 -0.36798895407837212 0.18257229246051926 20.992502094595469
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 -10 -13 -11
right_child=8 5 3 -5 -6 7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.0011956559414985843 0.11702921073066511 -0.029762852844637686 0.038920289045536988 -0.026552292906819232 -0.081515157776038183 0.025355756151076436 0.0011525991827316395 0.0016416995380010861 -0.25437402394916458 -0.088065947863017191 -0.084239395798199057 -0.082399983680956149 0.04680044455217907 -0.1018141469224132
leaf_weight=220.53779813325036 8.854301176266743 948.97412461731801 292.29285216909193 420.5711463782809 229.25100265678248 1721.8817303150236 5241.20544112061 3721.8788135977402 0.84130482957698305 5.7436944879300409 3.1752265505201676 65.291472871494989 1.2124018125614373 2.6156018918845803
leaf_count=2142 51 11191 2196 4409 17226 25389 43288 106559 4 78 301 10882 89 16
internal_value=0 0.0006896 -0.0161201 0.000293175 -0.0421334 0.0023695 -0.00358684 0.00914254 -0.0631531 -0.000166585 0.0639038 -0.0822224 -0.0800446 -0.0923677
internal_weight=0 12796.6 1162.65 712.864 449.789 11633.9 6190.18 5443.76 87.734 20.3888 12.0295 67.3452 66.5039 8.3593
internal_count=223821 212400 25973 6605 19368 186427 54479 131948 11421 446 352 10975 10971 94
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=15
num_cat=0
split_feature=155 56 13 44 163 35 71 66 103 16 158 113 2 190
split_gain=39.4081 68.699 93.1594 55.6447 58.9265 112.554 72.8491 51.6692 46.3446 44.0656 38.0006 28.4034 22.4623 17.6059
threshold=-0.026147726523467158 -0.0084587895953337783 -0.31587373355934428 4.146612055236484 -0.23791351445545275 -0.060316332565252574 0.067807483313006831 0.87721214625061184 0.62962951962425551 0.31145583333294541 -0.50563259942674044 0.42327222219813532 0.16317718922347382 1.7045651830996575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 4 5 -1 -6 11 -3 -9 -4 -2 13 -5
right_child=1 2 10 12 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.034351663542953957 0.033019730563072738 0.079345893121225947 0.17796924494582245 0.12174749732580746 0.00037266001623661706 0.015482917774669556 -0.033014982557569024 -0.0070958968552673864 -0.021021903396433322 0.035689995501549082 0.007342932357747552 -0.005190336024849051 -0.040947564440763279 0.0060449528682774024
leaf_weight=602.04044819436967 632.6130287815904 336.30222552397754 13.199733724817632 56.222746543120593 1163.7258714245618 1833.2836201805039 1490.5598489289478 4386.8018607939157 53.296403344720602 254.68739333203121 1171.1983614651399 280.93711724635796 14.647789679642299 17.167070805677213
leaf_count=4466 9941 3149 108 542 59146 16240 21518 76248 812 9329 19464 2057 408 393
internal_value=0 0.00475591 0.0231976 -0.00670665 -0.0080701 0.00316323 -0.0183767 -0.000469474 0.0656158 -0.00474815 0.00924451 0.0212693 0.0721165 0.0946828
internal_weight=0 7129.04 1574 5177.65 5089.61 2435.32 2654.29 5555.04 389.599 4641.49 1184.4 913.55 88.0376 73.3898
internal_count=223821 121108 23533 102713 101370 20706 80664 97575 3961 85577 19572 11998 1343 935
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=15
num_cat=0
split_feature=68 65 195 195 2 64 169 74 70 105 81 102 132 119
split_gain=45.104 46.2033 44.5791 82.9171 61.7741 56.6534 38.3177 16.4043 21.5049 15.1619 12.7625 10.845 8.42235 2.95724
threshold=-0.16783590994795561 0.65039354303314789 0.17208494560522256 0.21459582336830788 -0.23033714390762169 0.0080286530367693083 1.0832713434011649 0.20929453483262739 0.88274026590878318 2.2433954737637372 0.17590341418139996 1.1917822058659342 0.065297581902011945 0.12969004815733395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 -4 -5 11 8 -1 13 -8 -2 -9 -3
right_child=2 9 3 5 -6 -7 10 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.073615586279891551 -0.083085977231416475 0.093709116569781037 -0.097095988315213877 -0.032307097769205234 0.056797125504815638 0.000821450413477527 -0.020342403416954202 0.060608495791875376 0.058593703581998939 -0.090159402384068013 0.11875663046427298 -0.22581547935919546 -0.10347075826999319 0.01771956868316623
leaf_weight=37.214240617215182 85.039577000028657 25.23797094728798 28.073680738692929 538.81499186633664 367.96336348260957 12301.069938503751 14.112461841548795 3.2361367556877658 18.37928513949737 6.4282055763178496 12.384608886204658 5.6790619520470491 93.992161759204464 6.4250546172261229
leaf_count=4494 4101 96 746 113677 7210 92679 63 72 77 50 26 28 482 20
internal_value=0 -0.0486747 0.000277556 0.000821295 0.0458882 -0.000568761 -0.061121 -0.0732352 -0.029907 0.0498622 0.0446718 -0.092021 -0.0980096 0.0782893
internal_weight=0 190.913 13353.1 13235.9 396.037 12839.9 117.216 152.822 55.5935 38.0912 26.4971 90.7186 97.2283 31.663
internal_count=223821 5291 218530 214312 7956 206356 4218 5125 4571 166 89 4129 554 116
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=15
num_cat=0
split_feature=152 185 7 119 187 11 108 34 103 44 157 10 114 155
split_gain=35.9181 75.6742 55.7851 54.6364 61.7141 53.8295 53.1842 46.2791 93.3934 77.2843 37.3122 29.0144 20.2468 13.3734
threshold=0.19828832678154715 1.492123513525782 0.30984869303850232 0.45826350094246987 0.05907626208378048 -0.26169883671222488 2.183262431065208 -0.018988106115098078 -0.028048603026393924 -0.046605622993928141 -0.37856727123467943 1.0000000180025095e-35 9.5733581734137818 0.25951288302025616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 11 4 -2 -5 7 9 -9 -1 -4 -3 -8 -14
right_child=1 2 10 5 -6 -7 12 8 -10 -11 -12 -13 13 -15
leaf_value=-0.001339583490154557 -0.029482410315831827 0.035097415140648222 -0.0090379442839149966 0.040919447804797594 0.0041440420195915451 -0.068096884644880271 0.15803477181296988 0.020264518896688521 -0.010070132136333934 0.01842870155650041 0.11202019026782609 -0.060453380372087286 -0.10802820619161575 0.019690894363696653
leaf_weight=4499.582311425751 933.64989305982817 71.089349407702684 33.329425884410739 53.201723425532691 1313.7940718426253 304.71217130115838 3.3923285305500022 1265.8300532080175 5120.5934903472371 3528.5374733117205 107.83511656336486 57.470694622956216 64.559858073014766 9.3909568637900502
leaf_count=38424 40732 124 277 328 14744 4895 3 41768 57345 24032 403 172 491 83
internal_value=0 -0.0103842 0.040038 -0.0156043 -0.00982531 -0.0518923 0.00185151 0.00229526 -0.00405761 0.00734902 0.083438 -0.00761703 -0.0808509 -0.0918093
internal_weight=0 2875.08 269.725 2605.36 2247.44 357.914 14491.9 14414.5 6386.42 8028.12 141.165 128.56 77.3431 73.9508
internal_count=223821 61675 976 60699 55476 5223 162146 161569 99113 62456 680 296 577 574
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=15
num_cat=0
split_feature=195 158 183 124 114 10 129 194 42 104 46 172 7 106
split_gain=34.1434 60.1601 92.3566 79.5618 55.323 47.6179 46.0219 44.7296 79.3474 70.2193 32.7893 26.3736 25.6894 17.6044
threshold=0.72078351214570657 0.22289646816366182 1.0954804911218805 -0.28781983236753078 27.823550466944543 -0.21642733148543727 1.0186030897065625 0.059471404612507599 0.39892056062214359 0.67124922597111625 0.21651182641455272 7.7608971582286506 0.10457370974764101 0.43432861913247678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -6 -4 9 -9 -1 -7 12 -3 -13
right_child=1 11 6 -5 5 10 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.0021533017701165897 0.52222769229102095 0.17668041836098072 -0.0093612338055376922 0.085536081752808135 0.15603447895414482 -0.06264811234552678 0.031393688354578474 -0.012946158935295007 0.0171161413202113 0.048428233368598861 -0.012877019189054519 0.021227272228737975 -0.030173648095261681 0.17890069337320913
leaf_weight=12023.799541588174 4.2930876826867452 6.0966603197157374 463.68510244692152 148.0450611388078 13.092236591735853 257.05234756483696 688.49699563717877 4651.0513145538353 1082.2933461791981 337.111764040048 272.88612851969083 64.553808758966625 394.16195217717905 7.9536317163147023
leaf_count=141490 81 32 6994 1491 113 1806 5955 45716 6992 4242 6732 265 1848 64
internal_value=0 0.0135915 0.0246673 0.0978426 -0.000914668 -0.0323646 0.0149922 2.91823e-05 -0.00727125 0.00341533 -0.037019 -0.0169702 -0.0270229 0.0385231
internal_weight=0 1777.29 1304.52 152.338 18637.3 543.031 1152.18 18094.3 5733.34 12360.9 529.938 472.766 400.259 72.5074
internal_count=223821 16730 14521 1572 207091 8651 12949 198440 52708 145732 8538 2209 1880 329
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=12
num_cat=0
split_feature=28 106 173 109 52 35 157 163 140 140 194
split_gain=33.5403 32.6965 99.8888 70.759 122.234 69.3263 52.9481 44.4015 3.07044 0.971752 0.543038
threshold=3.7209708264758219 -0.032485418269987805 0.25146576782313451 0.31250698700671037 0.090728284014649094 -0.074801546148963657 -0.50187659968875031 0.10912954557921967 -0.41327588257602182 -0.40400623954355869 -0.041414255455686055
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -4 -3 -1 -2 -10 -11
right_child=8 3 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.021658792074250713 0.047589007935614137 0.085779253076602946 0.083885770922239575 0.16907604013824545 0.02018467263612813 -0.0029704229804699681 -0.00040815758152249734 -0.077097904804347042 -0.19610606918654694 -0.15300184675615816 -0.090901468538170604
leaf_weight=356.04840699083979 1.5539193218573917 71.747092209398033 113.97370547901664 61.161369149627717 559.89990489835145 474.40311749180546 10930.81831184703 243.10537434033176 0.94135163957252999 1.4638939463766281 36.962949857013882
leaf_count=69971 25 1104 1527 1332 3177 6858 124075 14018 5 18 1711
internal_value=0 0.000392809 -0.0154126 0.00200757 0.0348473 0.0138544 0.000153866 -0.0441531 -0.0902842 -0.0957262 -0.0932672
internal_weight=0 12811.2 1187.53 11623.6 621.061 588.377 11002.6 599.154 40.9221 39.3682 38.4268
internal_count=223821 222062 92374 129688 4509 8385 125179 83989 1759 1734 1729
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=15
num_cat=0
split_feature=139 90 125 100 20 23 74 39 67 12 89 74 70 8
split_gain=38.7889 37.1231 48.6369 67.3435 54.2271 44.7707 41.202 34.3211 7.97453 22.1998 8.05047 69.8585 7.41994 5.13057
threshold=-0.18484690200112128 0.85528298789713453 0.082606429818391669 0.10790825336832478 0.2190040908408194 0.49999008658395755 0.72713470200857255 -0.12102906590295893 -0.13785081707509816 3.5264552713046817 -0.092688881990286409 0.4060416431950134 1.279880211285533 -0.16950711954334816
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 -1 11 -10 -12 -11
right_child=1 5 3 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=1.390721084936678 0.0094324131735152809 0.087786622581192839 -0.020243463995728829 0.0011123042210415257 -0.030816952834287793 0.76134767281389004 0.010622894759734557 -0.001106856128085246 0.015295646723105048 0.31887453856914488 -0.067191409781494654 3.6270218038933799 0.6884175528681713 -0.083417107388095768
leaf_weight=0.13559912447817524 4715.2563324548755 157.57304621374351 2297.7424863074048 4131.9173566193931 360.31134952679713 0.59139072336256404 123.37921773162088 346.22092956741108 7.2831742041453245 0.47712615109048773 110.77561288019569 0.0539503968466305 0.13011154788546164 0.94471932260785241
leaf_count=9 61390 1409 27257 39071 26098 27 1281 9090 2800 7 55060 84 24 214
internal_value=0 0.000549305 -0.000742773 -0.00651952 0.00657514 0.0242296 0.0539004 0.000193295 -0.0566326 0.168172 -0.0595936 0.0418529 -0.066305 0.0515792
internal_weight=0 12133 11505.2 6429.66 5075.57 627.765 280.952 346.812 119.8 1.55744 118.243 7.33712 110.906 1.42185
internal_count=223821 165623 153816 66328 87488 11807 2690 9117 58198 230 57968 2884 55084 221
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=15
num_cat=0
split_feature=96 16 178 71 118 74 2 152 82 65 187 109 92 187
split_gain=47.3115 98.9063 61.4942 71.9354 66.1576 60.6911 129.374 112.048 53.7877 68.7828 45.6201 40.3885 32.7873 30.8268
threshold=0.89645875177181067 -0.20858191303049853 -0.22689458485720429 1.3018953203401809 0.6482198905477049 0.47837736009548398 -0.21808709941189092 -0.1233694218120258 1.1035389313799928 2.0300907934143528 2.8553944181755284 0.17108887736288139 0.87375058224984226 -0.089706841127237161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 -4 -7 9 -2 11 -3 -12 -10
right_child=1 10 5 -5 -6 7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=-0.075972098125932488 0.022092819208879573 -0.064624329034546416 -0.03092929943463664 0.072598192371602657 0.058441304903526385 0.036567510465055353 0.0047110362998141805 0.00047151978029202533 -0.13767876711909235 -0.062318786574937474 -0.13205388461364964 -0.023437099566664378 0.028142965017583024 0.064755995793407239
leaf_weight=259.57364944217079 366.45007311480003 290.45217892003711 1239.3216536070286 49.892579069943167 42.63209771142283 1393.9973189305165 5716.2584289011902 2244.8463774651391 7.7815178763121358 131.05694706883514 13.635571721941231 1320.5401619685872 202.69200126361102 225.93679738603532
leaf_count=11958 2774 1486 26115 181 927 6154 154802 11470 20 608 33 4766 948 1579
internal_value=0 -0.0126354 0.00246881 -0.0386448 -0.0570104 0.00383519 -0.00163924 0.0142995 0.0184458 -0.000143505 -0.0250729 -0.0308629 0.0180454 0.058016
internal_weight=0 2558.55 10946.5 352.098 302.206 10594.4 6955.58 3638.84 731.225 497.507 1827.32 1610.99 216.328 233.718
internal_count=223821 12214 211607 13066 12885 198541 180917 17624 4981 3382 7233 6252 981 1599
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=15
num_cat=0
split_feature=19 191 160 70 157 109 140 110 155 127 14 2 77 109
split_gain=36.194 44.0466 43.1634 77.8367 48.2854 43.0935 58.2297 39.755 30.0508 44.3286 37.5998 26.5623 26.2829 5.99989
threshold=0.65061435859755667 1.8385187926238258 0.39636990793281596 0.55670572563171539 0.0149065268902003 0.53081104807710888 1.6057834617456697 0.85577521821289715 -0.12403592408495544 0.41779570053147191 0.029357030692990213 -0.29362924645233174 0.48157208781023347 0.94267192459430948
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 10 13 12 -11 -2 -10
right_child=8 5 3 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0018762313820688649 0.090407364114962377 0.036412905738864763 -0.049969213956665044 0.025812282855972809 0.014639410155984724 -0.022935913786945379 0.25033063918662302 0.048636148114179406 -0.091287778360301552 -0.097777236882675422 -0.11030057323209186 0.030412017506566254 -0.10448381239830634 0.090325250746279326
leaf_weight=13492.047901469181 46.861421857960522 471.63608346960973 435.20651142974384 196.83886185800657 2037.5468852060512 274.54521345719695 13.077630864456294 108.19082579435781 133.66159603184497 20.93985880818218 16.548488889646251 70.881716882315231 8.1185246305540186 1.8441671431064595
leaf_count=103480 124 1617 17262 2530 86164 1053 61 298 10055 134 317 677 46 3
internal_value=0 0.000426366 -0.000751891 -0.0263685 0.000290689 0.0223787 0.0421844 -0.00270411 -0.0346784 -0.0524657 0.0218522 0.00117853 0.0616291 -0.0888161
internal_weight=0 17029.1 16161.6 632.045 15529.6 867.45 484.714 382.736 298.856 227.327 71.5284 91.8216 54.9799 135.506
internal_count=223821 212465 209436 19792 189644 3029 1678 1351 11356 10869 487 811 170 10058
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=15
num_cat=0
split_feature=11 58 169 152 106 87 85 16 187 5 119 89 11 92
split_gain=30.4664 36.9584 81.2225 67.3235 79.7534 60.0043 46.1979 43.1906 36.5186 39.867 40.9183 37.7587 31.1451 55.461
threshold=0.47716600110864849 0.014312907327367742 -0.002714093220811432 0.27679141100865307 -0.19698351968305247 0.054840517693403722 -0.074150716841729455 -0.19832468875474868 -0.17870306925834725 1.5331494163577311 -0.011512796079417756 -0.10361479131600691 0.70739824167092558 0.002735090983930493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -4 -3 -5 12 11 -11 -10 -2 -14
right_child=8 2 5 7 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.022615267280455778 0.0076870102135908674 -0.063926042777833994 -0.0029370232882776357 0.011121146540834577 0.0071281784967593244 0.017457718312116993 -0.016307628941183282 0.042894613518948979 -0.10887812480066417 0.17503218229046225 0.011233191935473428 -0.016629809979719516 0.37168706660557738 0.048489794266168701
leaf_weight=1100.3935531841562 37.432698523742147 247.21229821041925 7162.42821049536 1067.5818618809571 4987.6785971851568 1806.4402657650062 1158.5394916783989 713.9090063937474 45.532164416159503 16.069098061183468 299.51767853630008 1739.9913145204482 7.8530650823377099 16.392564411973581
leaf_count=14601 325 1604 55034 15934 71162 15789 16478 13083 408 277 3485 15441 63 137
internal_value=0 0.00158772 -0.00233225 0.00675552 0.00175218 0.00117073 -0.0246817 0.0238539 -0.0109648 -0.0131911 0.0195735 -0.0189822 0.0648769 0.153172
internal_weight=0 18244.2 10374.6 7869.56 6088.07 8968.87 1405.75 1781.49 2162.79 2101.11 315.587 1785.52 61.6783 24.2456
internal_count=223821 203685 88905 114780 85763 70823 18082 29017 20136 19611 3762 15849 525 200
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=15
num_cat=0
split_feature=11 19 139 131 181 135 78 119 31 43 116 188 147 139
split_gain=33.1202 33.5553 53.3684 51.0016 36.2091 71.0502 46.9744 32.7146 80.4234 198.664 21.8953 17.8867 17.3159 16.1782
threshold=-0.16567555196592404 -0.5271770801420822 -0.15666916417812074 0.50000338973380842 -0.066132406551572875 0.50621835986840236 0.0038714035727073965 0.44658991115850571 0.045208576502887614 2.4793201837597754 0.87456447578976126 1.4330476425211691 0.70900658708850961 -0.060131082735388829
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 10 9 -9 13 -10 -4 -1
right_child=1 4 12 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.028913865887248626 0.059825911677687416 0.012030995986441603 -0.055257462734561072 0.31692508803287472 0.028760020817579945 -0.077122911078834788 -0.00449753367571217 -0.080188377178791986 -0.035308650290617298 1.5256597654940798 0.1015827548911154 0.33905288681465384 -0.31195354770068662 -0.093350008303329318
leaf_weight=69.769292424498417 102.18161694559967 3084.646105338059 19.305946835353101 8.3460372465779056 445.97772886284656 92.056755946716294 8900.8760041590849 2.0232072810677013 16.984701133821549 1.24411947041699 8.3154369832191133 1.3799852106858441 3.0419461203273377 88.250888821634362
leaf_count=1760 1368 40083 425 94 3853 1046 114867 4211 2459 759 113 106 26 52651
internal_value=0 0.000754435 0.0507425 0.0792397 0.000224059 0.00944743 -0.00291068 -0.0415325 0.0741515 0.53128 -0.0565773 -0.00717785 -0.0901984 -0.0649001
internal_weight=0 12656.4 132.876 110.528 12523.6 3176.7 9346.85 187.968 21.632 3.26733 166.336 18.3647 22.3479 158.02
internal_count=223821 161762 1913 1462 159849 41129 118720 62059 7535 4970 54524 2565 451 54411
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=15
num_cat=0
split_feature=62 162 155 55 158 136 67 145 58 155 42 35 188 167
split_gain=39.0235 44.6028 40.8663 65.7825 68.2939 67.9011 58.8004 51.007 29.9141 27.8543 24.4838 20.6503 18.9842 13.0363
threshold=-0.17868891186498834 0.12795297124539229 -0.026147726523467158 -0.010005209588986683 -0.24932053203250379 0.10483535226880207 2.4916290734246513 -0.20430010773922608 -0.15189754397022479 0.23256045190177371 -0.07704779878739873 0.42751028827028664 -0.22432459907998079 -0.35609123240514201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 5 -5 -4 7 -2 -3 10 -1 -8 -10 -11
right_child=2 8 3 4 -6 -7 11 -9 12 13 -12 -13 -14 -15
leaf_value=-0.04665048294294704 0.0024441439965070099 0.093014042528571039 0.0077139788836295409 0.047094705162458256 0.0071526269298673867 -0.017177387744116149 0.099587760724002772 -0.017979519056074686 -0.58914553268352321 0.06430298586044933 0.069098931124947527 0.021056671790386828 -0.08087217384368782 -0.12314849805548729
leaf_weight=25.622330159007106 2427.6786023775639 10.279813371264025 3518.8528174720923 682.87489940738305 1147.2631105948385 1591.6185518753045 65.258951148192864 2463.871874609591 0.73854772362392296 4.6151966906618354 63.722474763548234 68.770668319688411 146.75128507835689 18.916568811007892
leaf_count=906 19595 578 66900 7105 19616 22003 785 76078 43 160 2200 1166 6244 442
internal_value=0 -0.037584 0.000814936 0.00578771 0.0220561 -3.82534e-05 -0.00605275 -0.00784325 -0.0719216 0.0104104 0.0359043 0.0592934 -0.0834173 -0.0863843
internal_weight=0 270.646 11966.2 6940.61 1830.14 5110.47 5025.58 4891.55 157.77 112.877 89.3448 134.03 147.49 23.5318
internal_count=223821 10573 213248 115624 26721 88903 97624 95673 6865 3708 3106 1951 6287 602
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=15
num_cat=0
split_feature=183 117 158 157 128 123 73 39 165 128 80 71 61 77
split_gain=42.3552 49.6624 44.2546 53.0702 47.2442 35.2989 44.2852 29.7762 23.267 29.2207 19.1596 17.1698 16.3567 14.4257
threshold=2.4880863322571334 40.200535719635788 0.67740944521370283 0.2913785179324358 -0.45951977928156695 486.50000000000006 0.84277765377767488 33.175908658026188 1.1021767483565863 -0.074424424334119318 -0.08348974408645192 -0.082607799904379151 0.020474075711976476 -0.18471745259337222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 10 -8 13 -10 -7 -3 -13 -2
right_child=5 11 4 -5 -6 6 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.0012735402411120005 -0.041032184395316362 -0.14999345693350283 0.26704111425473526 -0.040876651963659631 0.043771789033791191 0.081016477815518975 0.022305714443714507 -0.11600373656990051 0.04326112150343666 -0.06757100369200951 -0.043017636165853093 0.20548607700794741 0.060384608661594674 0.076932732189223571
leaf_weight=11887.076041796572 12.138986960053442 3.6437696581124319 10.720242439645515 306.41092218727499 81.749719136365457 12.698269635555333 199.42369192559272 16.883406659588218 47.107631754130125 48.054127199109644 647.00036541769805 8.3383516277390282 113.72746174380882 70.994159886235138
leaf_count=166473 50 23 1326 42770 8281 35 975 79 243 208 2505 163 423 267
internal_value=0 0.00137685 0.000736995 0.000214345 0.0696559 -0.0195005 -0.0277554 0.0115103 0.0210581 -0.0127061 -0.0406302 0.0639113 0.0702965 0.0597077
internal_weight=0 12411.7 12286 12193.5 92.47 1054.3 876.006 216.307 178.295 95.1618 659.699 125.71 122.066 83.1331
internal_count=223821 219459 218850 209243 9607 4362 3594 1054 768 451 2540 609 586 317
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=15
num_cat=0
split_feature=29 90 97 123 88 2 49 72 95 128 57 149 83 27
split_gain=35.7354 44.1389 53.6358 44.9468 43.596 39.3639 34.8499 25.2099 28.309 10.2791 8.84247 6.40471 1.3626 2.47183
threshold=-0.11441128060287216 -0.076045583654427817 -0.080775637730236452 627.50000000000011 6.7391251147440565 0.88063955300864449 -0.12614395777318013 0.031988052120649736 -0.16379719382484884 0.17379121082940799 1.9028600610255018 -0.52284390431369043 -0.062146191904763344 -0.0052158364865280719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 10 -4 -6 12 9 -9 -2 -10 13 -1
right_child=1 2 5 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.082041098250309086 0.1303352045701231 -0.04762560136123923 -0.00012314550067404773 0.086417449294876131 0.35049200150190818 0.083925931138030554 -0.083525927342034539 -0.082603612532541504 0.011362950468095696 0.085397256003074379 -0.086590364044146578 -0.075744582141783395 0.14754145978984998 0.13383811505498042
leaf_weight=0.81969198695151146 1.9168304917693593 31.368287363409763 16807.522883589976 123.52137746207882 4.3686589684803039 55.908134758617962 3.2090428030351168 4.5840230684407315 9.0084688566275855 17.720992293863674 95.488002114667324 133.97041254624128 6.1540941336425004 1.5027967691421509
leaf_count=75 40 2406 192983 991 11 2156 226 515 504 164 5612 18130 7 1
internal_value=0 0.000294772 0.000693537 0.059271 -0.0643475 0.000155506 0.166692 -0.0452844 -0.0539103 0.0508705 -0.0823215 -0.0702563 0.122911 0.0576464
internal_weight=0 17123.3 17018.3 154.89 104.983 16863.4 7.5777 173.76 165.284 22.305 97.4048 142.979 8.47658 2.32249
internal_count=223821 204425 198536 3397 5889 195139 237 19396 19313 679 5652 18634 83 76
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=15
num_cat=0
split_feature=19 195 14 153 132 76 130 21 130 120 151 120 122 76
split_gain=32.932 55.4195 81.8559 68.2747 72.4766 49.5852 46.1705 45.6196 45.3558 46.363 41.5325 40.9732 42.3777 38.0968
threshold=-0.05421385903283981 0.34233326317675855 0.11009482487947005 0.037982193573958621 0.23891503777728643 -0.085571062886224875 -0.50556824874045336 0.058087841419328178 0.72374643180046949 1.3239082879262596 0.0054193540671497497 2.9072325415443165 0.030159452233699254 1.0864666037455184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 7 -5 -4 11 -3 9 -8 -10 12 -2 -1
right_child=6 3 5 4 -6 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.031159308625467314 0.034566397873966787 0.01287583019893649 -0.017300685397036969 0.029805316771370279 -0.024135913919656755 0.016306946836762488 0.002605375868671518 -0.018398608421953594 0.012317777007718375 0.019395258396946034 -0.060716377346598918 0.15955444995980783 -0.054927799984487546 0.11104765983795206
leaf_weight=1714.5578754203743 65.137873598723672 689.54116333543789 807.2471941227559 1264.5250798363268 310.1924016031553 962.40579266042914 10535.032311855 1441.3910378789733 127.06581679452211 1948.9127725295548 201.08591167547274 10.811378038953988 281.8857589745312 19.047804284200538
leaf_count=24465 1143 10082 7621 15681 3974 7104 110887 21630 1446 15322 1067 145 2635 619
internal_value=0 -0.00513526 -0.0141529 0.00338986 0.0191798 0.000976446 0.00327235 -0.00827862 0.00426186 0.0052265 -0.0324363 -0.0321567 -0.0381293 -0.0295968
internal_weight=0 7208.91 3503.26 3705.65 1574.72 1769.65 13169.9 2130.93 12812.1 12483.9 328.152 357.835 347.024 1733.61
internal_count=223821 91176 39809 51367 19655 14725 132645 31712 128722 126209 2513 3923 3778 25084
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=15
num_cat=0
split_feature=195 195 110 180 195 188 149 98 25 121 35 52 31 140
split_gain=32.9462 43.5437 40.3054 38.8675 82.2174 36.9969 21.5592 21.5083 17.2471 18.6773 17.1257 15.9108 13.0408 4.33582
threshold=0.15008793528703659 0.18302900411398265 -0.2466221080165063 28.858768406961179 0.36664651156643674 1.594700752558327 0.39072877458998123 -0.059976723695998518 0.085673537822594556 0.10926187784336146 0.29236139860555793 0.22699427129362304 0.29532262100736811 -0.012954224696623237
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 10 -1 -10 -13 -11
right_child=1 3 6 5 -6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.096778294657397471 -0.097011098116668151 0.091133856152377318 -0.063317454718596178 -0.00026863460337849009 -0.011574133368156957 -0.059615388731015864 -0.17435221186798941 0.064938404829490329 -0.10241512795586516 0.092881488176410232 0.14369451213567913 0.07055831239286528 -0.079620498356869518 -0.012425403501107463
leaf_weight=11.0896455135462 10.721398981302626 142.12268423909336 91.865279350608034 12091.82609712954 172.58148719880955 105.96458761781469 21.598301553180136 34.879296809267544 12.179671123090882 82.31826716393698 4.0405998902278943 22.929111823439602 7.7319075764171421 4.1047911565983659
leaf_count=987 116 1907 1988 209147 3410 4076 221 281 816 590 19 128 95 40
internal_value=0 -0.000549906 -0.0525415 0.000111033 0.0348095 -0.000784191 -0.0844534 0.0268617 0.0474885 0.0699358 -0.032559 -0.00572263 0.0326871 0.0878798
internal_weight=0 12671.6 159.064 12512.5 314.704 12197.8 113.464 45.6007 144.394 101.553 15.1302 42.8407 30.661 86.4231
internal_count=223821 221146 2606 218540 5317 213223 2209 397 2675 1636 1006 1039 223 630
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=15
num_cat=0
split_feature=72 73 96 1 188 11 195 63 109 6 168 63 83 12
split_gain=39.266 50.3707 78.398 81.1145 48.5114 47.4626 45.6973 45.0415 41.3553 40.9191 35.8975 32.6755 19.2222 18.5507
threshold=0.68144917278649453 0.32629930653383904 0.45678017331156812 -0.46395062793278147 -0.028378861322098589 -0.089500598747474028 0.29650819654301447 0.088162540672629075 0.65309392067871053 2.4207739685384353 11.080357109545494 0.12476844083770634 0.15606660499605984 10.672285863083712
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -4 12 -3 13 -9 -6 -2 -7
right_child=5 4 6 -5 11 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.049338421621035501 0.040410438237223123 0.010986855059978139 0.082974496299709571 -0.0026472941385079622 -0.016824907975035764 -0.028448920663792926 0.019403097172707343 -0.0073995116166992838 0.1447793782820084 0.10194799442497074 0.056676688035521755 -0.0559134078980974 0.12837891698438278 0.4936858728364884
leaf_weight=310.51483271521283 38.071177403675392 160.57185998022942 160.3874828453263 8987.1647456649007 1200.7545625989369 219.78298130779876 383.32075327838538 176.59269880159991 26.985591170203406 27.78254305414157 173.1691182104405 260.19959191551607 71.473100236296887 0.68256111566733935
leaf_count=3780 261 4695 1507 172198 12378 10612 3668 1821 277 571 1181 10383 437 52
internal_value=0 -0.00146266 0.00124721 -0.000911126 -0.0176402 0.0228093 0.0381559 0.0418502 0.0302368 -0.01242 0.024325 -0.0237867 0.0978062 -0.0268324
internal_weight=0 11489.9 9841.39 9297.68 1648.51 707.554 543.708 459.306 187.557 248.248 349.762 1460.95 109.544 220.466
internal_count=223821 208886 181153 175978 27733 14935 5175 3700 4972 11235 3002 22761 698 10664
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=15
num_cat=0
split_feature=77 106 118 73 126 10 34 144 152 41 175 134 151 1
split_gain=42.4001 129.199 86.6514 86.1321 71.4748 70.0293 115.645 69.1271 57.8085 55.8666 97.452 67.3148 55.8325 53.6057
threshold=0.25644365140949826 -0.17658570816878785 0.033756692239624346 0.67000264631974316 0.95960441781706263 -0.30841080233235046 -0.10615198213470985 0.091088455583949207 -0.058352947107604948 -0.016025938874663938 2.8239318880985662 0.16132851061030593 0.069281161017825804 -0.3760038943297343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 12 9 -4 6 -5 -1 -7 11 -11 -2 -3 -9
right_child=3 2 4 5 -6 8 -8 13 -10 10 -12 -13 -14 -15
leaf_value=-0.026796326825253833 -0.035176626540300959 -0.010345951314706926 0.010959727889591283 -0.091763323065288976 -0.020943747670648823 0.018620166336054445 0.0911570068683214 -0.038365705580894527 -0.013479835254407137 -0.037452591360627438 0.035820305226128411 0.013006511451781375 -0.052789447419008054 0.046959613275444088
leaf_weight=170.7599722064806 424.54078754029251 1185.7878753187124 4001.8214567923424 41.993262229254469 851.67583628565626 1062.6954297861084 195.31594740133733 78.892822563586378 1188.4246504472103 1610.5214866917886 204.56686304876348 914.57458341089659 419.60274632873916 1103.7612033482656
leaf_count=2838 8664 57723 67980 131 5919 4992 539 1145 6014 10734 1343 4508 42260 9031
internal_value=0 0.00458669 -0.00130009 -0.00678943 0.00536141 0.00712046 0.0587882 0.0326801 0.00167374 -0.0177633 -0.0291945 -0.00226903 -0.0214395 0.0412677
internal_weight=0 7812.3 6458.89 5642.63 4853.5 2488.43 237.309 1353.41 2251.12 3154.2 1815.09 1339.12 1605.39 1182.65
internal_count=223821 186896 173882 36925 73899 11676 670 13014 11006 25249 12077 13172 99983 10176
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=14
num_cat=0
split_feature=32 16 197 164 115 127 24 51 34 117 21 86 106
split_gain=34.949 79.3158 66.7865 59.5913 39.6917 47.777 61.257 38.6998 85.0695 43.2625 33.1416 1.08012 0.0792644
threshold=3.2082693816645498 0.2364833144756186 4.6882623666994556 -0.10808182009309215 0.72036304469715873 -0.0093195520457167343 3.4109990548686255 717.40597218387438 -0.028783819891059405 0.83392559363331575 0.021422070691965084 0.91928398347860785 -0.22457183413891593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 10 -7 9 -9 -1 -6 12 -3
right_child=1 11 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0042999684152769269 0.14216325898190604 -0.117856320111771 0.30314623246280964 -0.0025151328857449581 0.071435470245698449 -0.033493265705515293 0.054630503171774147 0.99493035820657649 0.035376985887365479 -0.0060906102474770664 -0.073563936344308786 -0.13742061621709467 -0.092961613084426062
leaf_weight=9111.0620048227029 47.97925949760247 1.383573841303593 12.084822061937301 70.011682216369081 17.064504644804401 230.68679884047015 119.86790598602965 0.92726809019222756 256.0959054864943 7153.1139471634451 206.68896767133265 8.8342711888253671 16.918549973110203
leaf_count=109110 82 6 38 525 210 2754 446 22 6360 93173 10862 23 210
internal_value=0 0.0468057 0.0792482 0.0563162 -0.000559851 -0.0264037 -0.00336042 0.00033853 0.0388388 -0.000269891 -0.0625056 -0.108705 -0.0948436
internal_weight=0 157.212 130.076 117.991 17095.5 574.308 350.555 16521.2 257.023 16264.2 223.753 27.1364 18.3021
internal_count=223821 884 645 607 222937 14272 3200 208665 6382 202283 11072 239 216
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=13
num_cat=0
split_feature=185 93 82 32 195 63 192 58 19 195 94 88
split_gain=32.0779 38.3802 54.5301 54.3768 30.6951 55.9284 47.3788 25.7707 21.0638 18.8103 18.1985 11.0646
threshold=2.1250261550606053 1.9818032817003806 0.73617724075959423 1.3112646094309246 0.72078351214570657 0.41824747220621356 17.889169787782784 -0.29685816718768343 0.43229597984235285 0.24483300522590057 0.0018180363403749583 0.0011991202840561401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -2 -4 11 -11 -9
right_child=7 2 8 -5 6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.00031094317797810051 0.20715460235187991 0.074384498586409137 -0.030373492777655216 0.34288122215235212 0.060380113978236463 -0.043691602693016182 0.0071369821815831114 0.32356161387230564 0.1842394197218086 0.1985589354129621 -0.077046139156737942 0.029254132988976434
leaf_weight=18031.74432104281 3.7458350160159162 88.445353612769395 70.054691418103175 8.2461015903390926 187.76521594537189 302.17421050608391 1520.8460179953399 1.5427365235518644 4.892642031190916 2.4513107538223258 105.92337828068412 7.4277213187888265
leaf_count=196445 29 614 1269 56 1802 8234 12635 23 132 12 2499 71
internal_value=0 0.000571986 0.0476583 0.0972826 0.000168752 -0.00102593 0.0129881 -0.0510511 -0.0163633 -0.0592934 -0.0708123 0.079869
internal_weight=0 20214.2 171.639 96.6915 20042.5 18333.9 1708.61 121.091 74.9473 117.345 108.375 8.97046
internal_count=223821 221187 2071 670 219116 204679 14437 2634 1401 2605 2511 94
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=15
num_cat=0
split_feature=166 29 89 130 178 1 152 89 79 124 101 155 75 29
split_gain=33.499 38.068 41.7541 46.9593 35.6165 34.4775 65.5975 52.2967 33.3884 32.651 32.3269 18.2765 12.2227 10.1842
threshold=-0.058169121697204694 0.057955227286280983 0.053411527247725514 -0.015797094665504975 -0.15642435130104623 0.079255846336088606 -0.055912789241328871 -0.0053021954347035553 0.10705086073096683 -0.24970377061305887 -0.022419759430629977 0.063808165332238986 2.7582578855180831e-05 -0.087896131692381321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 11 6 -6 -7 12 -10 -1 13 -3 -2
right_child=4 8 3 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0030637267368816331 0.25113127218474873 -0.28433273569847101 0.14811151140373341 0.013291637745313785 -0.0077063831911001806 0.0061120344743060525 0.021862774611766601 -0.009759362003969858 0.06415769085831681 -0.039844156016790873 -0.049538685784136144 -0.084727796314756576 -0.08237526984288597 0.087807969738016925
leaf_weight=614.36640884357394 4.1690815131296395 3.0773226264864197 33.120896634780365 117.44959900493359 1233.6773726053361 4055.6708960763426 1914.6281496085612 4253.3437433883082 37.116274442902068 161.68360146761461 197.87076598413842 5.8933047697282737 114.43152241754115 45.330220429437759
leaf_count=11986 30 9 796 5749 14074 46525 31086 38214 120 19516 42910 3104 9418 284
internal_value=0 -0.0153074 -0.00541938 0.0429479 0.00175097 0.00136423 0.010276 -0.00201246 -0.0454055 -0.0204268 -0.0143856 0.081744 -0.0876641 0.101564
internal_weight=0 1279.12 962.808 150.57 11512.7 11457.3 3148.31 8309.01 316.309 198.8 812.237 55.3926 117.509 49.4993
internal_count=223821 90504 61441 6545 133317 129899 45160 84739 29063 19636 54896 3418 9427 314
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=15
num_cat=0
split_feature=173 44 86 169 124 159 17 178 107 1 67 86 74 110
split_gain=38.2787 84.6308 92.4014 91.4237 72.7212 72.6636 54.8101 47.0681 63.8528 55.4843 39.8748 22.6033 14.955 5.2419
threshold=-0.054519892985922927 -0.023024277349614389 0.023030469483440907 0.040921075682500134 -0.28781983236753078 0.17664327132326657 1.0997147518610195 -0.087848285595515579 -0.16881809570708009 -0.23241182907665994 0.14917461191146195 1.0204606904507512 0.8515801840875733 0.47265495541399272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 -4 11 -6 7 9 -9 -1 -2 -3 13 -8
right_child=1 4 3 -5 5 -7 12 8 -10 -11 -12 -13 -14 -15
leaf_value=0.01383758615231989 0.0036943303469373755 -0.06998793594751733 -0.055654412516042376 0.030102046667939752 0.017211045720628329 -0.0088305560453846715 0.17105144175975084 -0.014510570743291302 0.041603227350758158 -0.0077066200221564216 -0.48731380085830828 0.21184468968263528 0.37435881871750482 0.057401595624151237
leaf_weight=2026.8366720185732 750.79924949728593 155.03967618589377 879.82478544895275 144.77100142191193 2157.7613461251804 2128.3368021098868 11.958921836980158 286.98297031409311 691.20328368067567 2914.0186137276687 1.6575959263718676 2.8989161110948762 2.9765874482691279 6.1430648118257514
leaf_count=21746 11083 25319 7307 1804 24688 84616 93 2495 10164 34340 65 46 26 29
internal_value=0 -0.00555146 -0.0239961 -0.0435374 0.00182405 0.00427963 0.00567225 0.00509902 0.0251404 0.00113124 0.00261268 -0.064815 0.16664 0.132483
internal_weight=0 6221.09 1777.05 1024.6 4444.04 4286.1 5940.12 5919.04 978.186 4940.86 752.457 157.939 21.0786 18.102
internal_count=223821 154928 20259 9111 134669 109304 68893 68745 12659 56086 11148 25365 148 122
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=15
num_cat=0
split_feature=157 35 103 24 64 119 19 137 19 1 146 110 131 112
split_gain=43.3954 129.266 114.748 84.7671 73.344 72.9258 72.2918 64.8278 50.8619 45.6826 43.4172 38.3135 27.893 22.611
threshold=-0.071748039824284765 -0.10905255415797817 0.33874720301585864 0.41596711073741238 -0.0092450793545750844 2.6019231980924666 -0.35943824865001978 0.1909192326733691 0.060761042590835361 -0.22250356851211214 -0.067757581586787782 0.057864517778731382 0.012541969358639726 0.17374756922096632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 4 -3 9 11 -8 13 -1 -5 -4 -10 -2
right_child=1 3 6 10 -6 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.043250895286652664 -0.043157764228653452 -0.053722932888651681 -0.03993851051708578 0.12128489738201408 0.014559485957586479 0.079580561518578341 -0.015017617832378028 0.0077423854499509524 0.072882295442002323 -0.015041651315370261 -0.029691089257676634 0.049895764006262146 -0.038357623346535835 0.124446852193224
leaf_weight=793.66338863634155 8.5331081448675814 165.88244528981522 53.184986741223838 19.542278164066374 3042.7783801679252 71.236850599612808 1842.9337971408022 3899.3254471390974 47.442353382797592 2074.8753016734954 752.84236865362618 442.22179645724827 42.94559190486325 141.90400263377524
leaf_count=29260 342 67478 324 94 53071 428 8930 17759 1044 35105 6007 2338 1167 474
internal_value=0 0.0081738 -0.00407659 0.00387011 0.0110294 -0.0203645 0.00359982 0.000437738 0.0793175 -0.0228465 -0.0258712 0.0402515 0.0200294 0.11494
internal_weight=0 4221.87 9177.44 3981.05 3208.66 2939.78 6237.67 5742.26 240.825 2868.54 772.385 495.407 90.3879 150.437
internal_count=223821 129677 94144 126650 120549 64793 29351 26689 3027 64365 6101 2662 2211 816
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=15
num_cat=0
split_feature=152 16 187 142 32 2 158 21 128 88 61 67 157 13
split_gain=36.742 83.3991 98.731 72.4718 51.7273 54.4848 51.5202 42.9467 45.7511 43.4434 46.4006 40.4543 36.2753 32.3955
threshold=-0.32739884012449977 0.26990673372797053 0.67637079714985482 3.8012399649306885 3.2082693816645498 0.18977401632770305 -0.038785476763522279 0.087260932710262293 -0.303921180140105 0.079430160780473325 0.06153340525568602 0.14917461191146195 0.030436992340897386 -0.44629316587354545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 13 -4 5 -2 -6 8 11 10 -9 -1 -10 -3
right_child=1 2 3 -5 6 -7 -8 9 12 -11 -12 -13 -14 -15
leaf_value=0.13977420625794693 -0.0015493055540831723 0.078714347726933087 0.036849478486494801 -0.10071052467118631 0.091822441683706582 0.024785129330569082 -0.097270416182406061 -0.0028249182048415392 -0.029731374838349506 -0.083359214382381308 0.042011287369001907 -0.10904346308620978 0.060863721623785928 -0.046268313042931143
leaf_weight=32.973480000538984 13358.548443462823 21.229542442597449 301.1995947980904 43.878055495559238 104.21466429438442 834.74008153244358 16.72056718353997 330.7080946258211 400.21945211599814 35.878173736331519 764.14977583038853 8.1492999202455376 49.684857629210455 897.28389810510998
leaf_count=277 123729 104 1386 324 322 45394 269 3212 5017 409 3080 485 1609 38204
internal_value=0 -0.00161956 -0.0262464 0.0193582 0.000554378 -5.16612e-07 0.0656784 0.0141963 -0.0104981 0.02492 0.0284683 0.090466 -0.0197266 -0.0433796
internal_weight=0 15577.8 1263.59 345.078 14314.2 14193.3 120.935 1621.76 491.027 1130.74 1094.86 41.1228 449.904 918.513
internal_count=223821 209732 40018 1710 169714 169123 591 14089 7388 6701 6292 762 6626 38308
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=13
num_cat=0
split_feature=157 182 93 70 140 52 195 94 12 9 195 12
split_gain=30.9682 28.0108 34.2493 48.5469 29.7395 29.1386 16.286 12.4295 1.94292 1.97709 5.50922 0.165215
threshold=-0.50187659968875031 2.1256631835189199 1.9818032817003806 0.88274026590878318 0.58384300121466925 -0.040491833337767541 0.24483300522590057 0.007049858332580824 9.8541237671632569 -0.36863764539902194 0.47140542832687776 4.668477525164481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 10 -1 -11
right_child=1 5 3 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.080490114065470811 0.001158319008136636 0.22483515739238263 0.091837488417702839 -0.016146221607330546 -0.019928447167190336 0.075119176111196673 -0.085069377697803164 0.021772774119176257 0.034581861001831846 -0.081650698900794003 0.18229971252457708 -0.059844675429916831
leaf_weight=2.8471583988575726 19281.603128172661 3.6267821219516945 97.039038220886141 72.918987119221129 692.86114395261393 6.8539203286636612 85.767379363358486 17.851332191959955 1.6625188160687674 49.70622468845977 1.1083025550760792 3.7356628422858185
leaf_count=973 201564 33 606 951 10467 58 1733 404 19 6724 156 133
internal_value=0 0.000527375 0.000807224 0.045508 0.000426875 -0.0488803 -0.0732155 0.0560618 -0.0719903 -0.0750772 -0.00685757 -0.0801264
internal_weight=0 20258.5 20144.4 169.958 19974.5 114.099 92.6213 21.4781 59.0599 57.3973 3.95546 53.4419
internal_count=223821 215816 213588 1557 212031 2228 1791 437 8005 7986 1129 6857
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=15
num_cat=0
split_feature=166 154 151 73 145 34 127 173 129 113 189 110 123 34
split_gain=32.767 65.1566 62.1534 70.6214 51.2627 49.5935 44.439 42.8665 40.8766 38.7827 22.1823 4.98733 12.7551 0.347892
threshold=0.15178880448991031 0.10768108009794135 0.05644635194579415 0.63716501227825895 0.050904936940899072 -0.096248590662561848 0.56902897518086737 0.28205225156507679 1.018687372987001 -0.021802377028151753 37.500000000000007 -0.29615518914388894 265.50000000000006 0.20660024734901475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 8 -2 -7 -8 -9 12 -3 -13
right_child=5 11 3 -5 -6 6 9 10 -10 -11 -12 13 -14 -15
leaf_value=-0.0047490471320148272 -0.084281711549793775 0.32984182249607324 0.0055941451782608072 0.081680905781310167 -0.03125156921260238 0.002464352811063204 0.036667288552015648 0.12238654603482058 0.028282059049527377 -0.087753298745459091 -0.094276770165852966 -0.082355661902289268 -0.04776293027054207 -0.097469707875345868
leaf_weight=3344.4830423712046 13.652381233354388 0.94569574674824508 2150.630782668175 129.32380874626688 933.56284963485814 5179.6734158240142 34.298166238266276 71.496197845845018 695.61060290493333 92.937770990713034 5.0597798450035034 87.32127543738352 16.544336031634884 18.446591736079426
leaf_count=73336 1494 52 21154 2085 8522 53674 200 301 5901 1029 448 52494 2585 546
internal_value=0 -0.00477932 -0.00342546 0.00990995 -0.0105325 0.00536088 0.00425486 0.0789562 0.00552107 -0.054214 0.108067 -0.0768118 -0.0273456 -0.0849916
internal_weight=0 6681.26 6558 2279.95 4278.05 6092.73 6002.52 90.2084 5875.28 127.236 76.556 123.258 17.49 105.768
internal_count=223821 160774 105097 23239 81858 63047 60804 2243 59575 1229 749 55677 2637 53040
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=15
num_cat=0
split_feature=115 13 46 4 31 8 196 38 13 122 2 151 117 171
split_gain=40.8366 61.5872 71.3638 98.4438 64.3509 71.0529 61.0252 55.2152 51.1514 76.1868 66.5628 49.3521 46.3514 40.1788
threshold=-0.087344505252517371 -0.13143155906535472 -0.030198459887414996 -0.054983070026977797 -0.11645551393402963 -0.10477645064845822 -0.070529021671560069 -0.035179831163778125 -0.46127539268122592 -0.22345069618802041 -0.36546103552352877 -0.18033398239314799 -0.61388957177576897 1.2069059803011741
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 11 10 -10 -9 13 -13 -2
right_child=7 2 -4 -5 5 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.12600263786000299 -0.012599499856725755 -0.0084520189916691118 0.018662255242915159 -0.082859702366369234 0.012135419038248597 0.051461311195833026 -0.022843371195561624 0.01013973419187341 -0.036767999263636539 -0.00033212095196958713 0.10984540706046625 0.1027579716414917 -0.050789741761624464 0.098352486241054221
leaf_weight=28.877798301633447 125.67842799404752 696.55905365981744 523.59305015655264 238.75478960291366 2570.8527654491481 559.40705090225674 596.5856382434722 278.06206279579783 645.66702130637714 5161.6001719201249 88.192907243501395 20.394409628570429 545.70594090879604 44.08771658258047
leaf_count=261 951 14861 8300 3651 27058 4129 4501 3948 4146 140780 966 289 9505 475
internal_value=0 0.00653887 -0.0108979 -0.0274458 0.0133122 0.0191633 -0.0159711 -0.00518353 -0.0020972 -0.00438316 0.0341485 -0.0310762 -0.045258 0.0162144
internal_weight=0 5214.63 1458.91 935.314 3755.72 3130.26 625.463 6909.39 6173.52 5807.27 366.255 735.866 566.1 169.766
internal_count=223821 62761 26812 18512 35949 31187 4762 161060 149840 144926 4914 11220 9794 1426
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=14
num_cat=0
split_feature=181 33 77 137 112 65 14 139 136 128 87 23 59
split_gain=41.4726 40.233 48.6855 98.1055 67.4625 29.7256 33.8057 22.3163 16.165 9.21614 5.07932 1.25096 0.837554
threshold=-0.15981216342930371 3.1171164234673614 0.25644365140949826 0.1076937407196676 0.11079122909254309 0.37835042194428703 -0.23963108318037132 0.41214562939202942 0.89132785406245174 0.51129506511771849 0.42866551088377169 0.42740589074135116 -0.11036089542069692
decision_type=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 -11 -10
right_child=1 2 3 -5 -6 7 -8 -9 12 11 -12 -13 -14
leaf_value=-0.094772450356376048 -0.070337490885773721 -0.0054563599549394487 -0.03861102841416697 -0.0019838240664387611 0.013304350075350217 -0.058419248172101361 0.047052971150515516 0.074878932417336619 0.13025357112686672 -0.10506705004799283 0.042116156831734503 -0.24911692024002585 0.049702444751388901
leaf_weight=46.317717681053182 43.989022382185794 3638.6309312574049 875.67427469817449 4434.9500692096408 4050.3917983987794 13.668002946302293 55.460070163302589 154.86657969933003 2.0994673632085323 0.70066673513065225 2.8791265459731212 4.3187418431043625 3.3513990279752752
leaf_count=11209 329 135474 12070 21900 40246 102 332 1849 4 213 47 8 38
internal_value=0 0.000131038 -0.00065961 -0.00802332 0.00442633 0.0384846 -0.004872 0.0640686 -0.0834268 -0.0999308 -0.0867614 -0.229009 0.0807277
internal_weight=0 13267.6 12999.6 5310.62 7689.02 267.984 99.4491 168.535 59.6671 54.2163 49.1968 5.01941 5.45087
internal_count=223821 212302 209690 33970 175720 2612 661 1951 11519 11477 11256 221 42
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=15
num_cat=0
split_feature=129 167 195 131 49 164 130 13 167 35 9 195 167 188
split_gain=35.0919 68.8852 76.3512 179.445 74.5612 53.9855 79.5509 103.486 74.812 67.4311 52.7061 56.1664 52.0935 25.4279
threshold=1.0157358379660117 -0.38351262740142655 0.2346504259539515 -0.39155428449873186 -0.10248595710008367 -0.35154851673283177 0.049376204416873258 -0.1349268755377894 -0.46897418503126198 -0.055008394090090569 -0.24997241607355083 0.35256604351811166 -0.4251735885234631 0.31384742880550237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 12 -8 -7 -10 11 -1 -2 -12
right_child=5 2 4 -5 -6 8 7 -9 9 -11 13 -13 -14 -15
leaf_value=-0.029527113562342663 0.058495413772354676 0.20994856005952967 0.0083620662000916373 -0.010304765014801242 -0.038154807036652819 0.24972157098365214 -0.047180642887560333 0.042520616102910649 0.014440587211437515 -0.0011918564842481479 -0.056676505339210009 0.069401410085281501 -0.013879826476229838 0.052217957649795636
leaf_weight=75.164979797729757 188.03035951231141 46.882120873313397 466.55504688338988 175.31082730123308 1318.0417763774349 12.339353150920941 807.75881871614547 152.96853796389769 3899.37927283108 9438.1155198861743 93.014013137668371 242.6775738329161 211.10231279308209 27.868477236479521
leaf_count=910 2068 828 10019 4189 49288 85 10547 2064 26123 112429 1007 1025 3116 123
internal_value=0 -0.0112638 -0.0191111 0.0361681 -0.0259937 0.00167267 -0.0173087 -0.0328983 0.00360618 0.00337848 0.0246311 0.0460063 0.020216 -0.0315718
internal_weight=0 2445.51 2006.79 222.193 1784.6 14709.7 1359.86 960.727 13349.8 13337.5 438.725 317.843 399.133 120.882
internal_count=223821 67389 64324 5017 59307 156432 17795 12611 138637 138552 3065 1935 5184 1130
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=15
num_cat=0
split_feature=154 20 19 105 106 120 7 77 45 196 98 132 191 87
split_gain=32.0738 31.581 33.6136 51.9564 41.1998 14.4752 19.554 14.0632 27.2895 11.316 49.1832 9.42653 5.99282 3.30042
threshold=-0.47416673193660208 0.97135989787038857 0.30057663888808511 34.087174734062003 -0.19698351968305247 0.12877354042630787 0.43023112274776704 0.0013664174836536759 0.33730083091979657 -0.085854258837454747 0.034628271187352587 0.083224032571466239 -0.012843918144251126 1.1005829323119845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 12 -7 9 -9 10 -1 -10 -3 -11
right_child=1 5 3 -5 -6 6 -8 8 11 13 -12 -13 -14 -15
leaf_value=-0.083698897880061796 -0.016038055486400297 -0.26313120165439041 0.008324175433786626 0.084845255315494889 0.00079494818136950803 0.018371526674667911 -0.070727590085813141 0.47111408995499993 0.19142123992167359 -0.073804398271443611 0.70390614384403205 -0.085176234014424382 -0.081928335751119602 0.10247201023825098
leaf_weight=3.6383775686845174 1605.409848389143 4.2632767003960907 2943.8587275072787 91.488912517437711 15419.504316848368 36.565071134857135 75.471270325069781 1.422417064255568 1.6659535095095632 93.755629879859043 1.0137892677448688 4.7315258253365755 3.1914643103955305 1.0743081074906502
leaf_count=80 21606 27 41417 559 154011 1548 1036 32 6 3313 30 107 22 27
internal_value=0 0.000630743 0.000936062 0.0106306 -0.000792365 -0.0506265 -0.0416485 -0.0541873 0.0749378 -0.0643373 0.0879341 -0.0131481 -0.185556 -0.0718074
internal_weight=0 20179.8 20060.3 3035.35 17024.9 119.491 112.036 107.302 7.8199 99.4821 4.65217 6.39748 7.45474 94.8299
internal_count=223821 220226 217593 41976 175617 2633 2584 3595 145 3450 110 113 49 3340
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=15
num_cat=0
split_feature=116 176 154 110 125 157 1 97 112 77 101 112 77 127
split_gain=31.6733 73.2065 44.9894 56.779 36.3929 63.9852 61.3088 58.0662 53.2362 85.5789 57.8671 31.6602 28.6946 27.9254
threshold=0.018846947440231972 0.077966567001120132 -1.0000000180025095e-35 0.029025385399481227 -0.14535028374529699 -0.34250523300187552 -0.32972260079441801 0.079301333493795922 -0.24432300951644761 -0.04873782502118823 -0.068088026012123895 -0.19291282099555787 -0.084673706938270213 0.067810651057824203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 8 7 -7 -6 10 -10 -2 13 -4 -1
right_child=4 2 12 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0059767114028171451 0.016061180822755147 0.046019949080084825 0.030625949069143149 -0.091753588148963283 0.10102559149770185 0.14581921520611504 0.0091135816097589941 -0.080648292988301229 -0.022712304053452564 0.010448559382915166 -0.011669099948310729 -0.078180645677985244 -0.041886693893336317 -0.11394839784088223
leaf_weight=165.84971701694303 2075.4313618191518 279.16714093655537 73.103884895041119 33.502500840342691 20.338225720190167 33.031230183703883 4806.4000369197474 130.33654012271654 2352.0898597638188 1163.0716943733423 1180.6025589052588 201.48311274892876 215.27888749863996 27.997930234705564
leaf_count=3872 20329 1868 679 1335 947 643 42716 8657 12194 6443 11476 105720 6091 851
internal_value=0 -0.0170003 0.00498266 0.0312575 0.00156885 0.0080486 0.0100467 -0.0561258 -0.00320647 -0.0117403 0.00600648 -0.0504227 -0.023505 -0.0215713
internal_weight=0 996.383 601.052 312.67 11761.3 4990.11 4839.43 150.675 6771.2 3515.16 3256.03 395.331 288.383 193.848
internal_count=223821 120416 9973 3203 103405 52963 43359 9604 50442 18637 31805 110443 6770 4723
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=15
num_cat=0
split_feature=73 100 64 28 125 117 102 88 76 70 2 62 28 89
split_gain=37.0691 69.2191 63.568 79.0524 102.099 61.0818 78.1884 68.4639 57.0773 37.2521 31.732 27.1328 20.508 17.7333
threshold=-0.061144316122198186 -0.0029869233663737298 0.20011638053471259 0.11023769432706641 0.085398270528832032 1.5904528199146644 0.15341214443859566 0.011633078747302511 0.026230423452567753 -0.055150732651407401 -0.10814714721498343 -0.057120248370258316 -0.029959652616179191 1.1080391584608453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 8 -5 7 -7 -3 -1 -4 11 -2 -12 -11
right_child=1 5 9 4 -6 6 -8 -9 -10 13 12 -13 -14 -15
leaf_value=0.0029805181559292024 0.05883784272340159 -0.0046977884205819517 -0.082671975379080248 0.011049219322473047 -0.065242382491905726 -0.033256611179860819 0.01739086132333811 -0.045768462794903195 0.033824873005282939 0.074578880370542028 -0.057200756175512804 -0.1041565188508989 -0.0071611605872970805 -0.014537233784214671
leaf_weight=2252.149292729122 11.348920891905435 4539.4593319373307 18.236435320250166 361.26964673730981 340.97931580396835 352.56781780248275 2250.1430882607456 445.73401642894896 817.79640523272974 219.11708224532777 134.92141856260787 102.02955502893019 208.42091281247122 24.863179025356658
leaf_count=55882 201 39689 912 4356 1898 3389 28217 14935 13787 2269 28306 962 28896 122
internal_value=0 -0.00416287 0.00758284 0.00427334 -0.0259944 -0.00188712 0.0105301 -0.00836998 0.0111971 0.0551926 -0.0419719 -0.0878412 -0.026825 0.0654974
internal_weight=0 8044.63 4034.41 3772.19 702.249 7587.9 2602.71 4985.19 3069.95 262.217 456.721 113.378 343.342 243.98
internal_count=223821 144595 79226 75923 6254 86230 31606 54624 69669 3303 58365 1163 57202 2391
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=15
num_cat=0
split_feature=90 163 103 194 96 128 64 103 158 62 164 96 164 4
split_gain=38.7988 89.5426 59.6216 68.0063 60.1229 59.1564 57.3385 46.2569 113.4 100.342 104.33 68.9666 65.6426 65.1095
threshold=1.3270888681175197 -0.024813929976337721 1.3517883742140644 1.8627612650134142 9.8155470875983593 0.12535009361399091 0.81496634058015383 0.57258395942938345 -0.27240116796029462 0.2782901455362275 -0.022647767643886856 1.1441702936842797 -0.32414441063028782 2.5776402005691037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 -2 -7 8 12 13 -11 -10 -1 -9
right_child=1 2 4 -5 -6 6 -8 9 11 10 -12 -13 -14 -15
leaf_value=0.019453371934827695 -0.1386929360380455 -0.035327358677939617 0.072233908645249548 0.027217683772227677 -0.063261455721231749 -0.10356153049396871 -0.0057906376425703688 -0.003148802682376918 0.0048333564955998611 0.056531605164414522 0.0076636158017276725 -0.059987767364530632 -0.035021957266690072 -0.12822126906814668
leaf_weight=264.22733096528827 75.169887319032568 507.23923178800032 170.04060474503785 264.49579613795504 40.560029214248061 89.981395174952922 179.92016425961629 1628.7452256908582 6695.3358946967273 739.13640750572085 1068.3319369956153 168.26172701298492 1358.3870687651906 42.713332865852863
leaf_count=16065 263 2588 1040 1155 199 363 539 6701 165938 3695 7025 757 17365 128
internal_value=0 -0.0164152 -0.0010217 -0.0138914 0.0461386 -0.0602368 -0.0383861 0.00160471 -0.00237632 0.0113157 0.0276474 0.00324426 -0.0261512 -0.00634497
internal_weight=0 1327.41 982.336 771.735 210.601 345.071 269.902 11965.1 8486.21 3478.93 1807.47 6863.6 1622.61 1671.46
internal_count=223821 6147 4982 3743 1239 1165 902 217674 200125 17549 10720 166695 33430 6829
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=15
num_cat=0
split_feature=74 108 95 61 145 146 96 193 184 123 95 158 145 62
split_gain=33.114 66.5014 58.5808 72.7883 125.684 67.4996 69.3262 58.5636 56.7134 54.735 54.1341 50.6532 61.8006 53.2872
threshold=1.1681926015611306 1.6480622335224127 0.71517276009323394 0.52144459531114939 0.49497483318314411 0.38229143104787766 0.30457178644809196 1.7915923476400522 0.48300466551328303 1098.5000000000002 0.11528527303144522 -0.1275542047611728 0.081861406946721324 0.42008594732235865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 -5 6 -4 8 -2 -7 -1 12 -3 -13
right_child=1 11 5 4 -6 9 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0039418512295821516 0.0045627317556519017 0.017176501874474281 0.021953429090230618 0.046064422898724089 -0.037885955381842168 -0.012888946014943368 -0.044632972679118449 -0.090184027118649396 0.12390546904707936 0.050496663714429096 -0.0090276093032815533 -0.02715554700979235 -0.057862489020967224 0.16383113713005751
leaf_weight=8370.5526796174927 57.949081311933696 317.14237917773426 188.29907352206646 777.08827456983272 231.45046360776178 415.57630119752139 921.84172175673302 20.856243431568146 127.27650044858456 202.67357980750967 5228.5937184772229 24.250488705001771 167.83702440978959 36.744090003892779
leaf_count=167468 195 795 1969 4153 3956 2597 7589 127 200 2436 31034 82 1113 107
internal_value=0 0.0202791 -0.00118214 0.000877701 0.0267986 -0.0185911 -0.0333388 0.0686803 0.0865683 0.00789001 -0.00104464 0.00200966 -0.00879227 0.0878978
internal_weight=0 752.056 16336.1 14607.7 1008.54 1728.39 1110.14 206.082 185.226 618.25 13599.1 545.974 484.979 60.9946
internal_count=223821 2619 221202 206611 8109 14591 9558 522 395 5033 198502 2097 1908 189
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=15
num_cat=0
split_feature=57 178 154 46 8 67 14 124 118 142 113 193 77 129
split_gain=31.6114 50.0443 52.2601 99.0279 50.2794 49.3201 48.751 36.5966 33.7614 69.5321 122.239 41.9972 34.9196 71.0763
threshold=6.2418352360381002 -0.018578928131447525 0.051622012683132941 -0.1640852976411615 0.31573944079751853 -0.072128568326843404 0.2548401317217221 -0.31660344067723339 -0.16646196166256602 3.8012399649306885 -0.40624268922679524 -0.052231299490522153 -0.057056114471345683 1.0141213047405053
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 9 11 -11 -2 13 -10
right_child=8 4 6 -5 7 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.37975598977214176 -0.05078921465307408 0.10432432224698583 0.0058497620520921202 -0.03790664012063779 0.061172297093125577 0.019245203175704464 -0.064469523427912692 -0.0064474279204043989 0.057926020930776069 1.643047300623774 -0.0819669344706076 -0.0089118990440308025 -0.0043169009217791888 0.0035772574343874448
leaf_weight=5.741120115708326 297.83971034761635 70.070577012142166 1997.1811165338586 507.00464252785605 85.383863558061421 2468.2601320081521 103.70993952167919 1278.2808004061517 257.32662473141681 0.69453991018235672 1.0055146189406503 1222.0906260728807 8239.9016742393869 3708.0331529226678
leaf_count=471 4106 753 29922 16561 558 25478 4899 8584 3935 12 31 16985 81939 29587
internal_value=0 0.00610102 -0.00460726 -0.0332301 0.0132737 0.0215938 0.00237847 -0.00221352 -0.0023574 -0.0164031 0.62277 -0.017118 -0.000606324 0.00710415
internal_weight=0 6515.63 2613.64 512.746 3902 2538.33 2100.89 1363.66 13726.9 1521.63 1.70005 1519.93 12205.3 3965.36
internal_count=223821 87226 51853 17032 35373 26231 34821 9142 136595 21134 43 21091 115461 33522
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=14
num_cat=0
split_feature=76 165 157 136 157 106 160 152 195 79 135 41 107
split_gain=31.116 37.3518 57.2409 51.781 47.8527 47.0757 35.9524 27.7734 27.3986 16.6038 11.0107 21.204 4.82341
threshold=-0.44534594201860661 0.16825120259426693 -0.35107307533242138 0.24861169077920622 -0.0071344876143970273 0.28979283680448348 0.12405021916491488 0.72541109302016038 0.15008793528703659 -0.13995577073944923 0.25559502204572415 0.42752192524795946 0.82255551939514515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 8 -7 10 -2 -9 12 -12 -1
right_child=1 2 4 -5 -6 6 -8 9 -10 -11 11 -13 -14
leaf_value=0.098494401469521375 0.05514500646859815 0.029752907089152909 0.016511912760553922 -0.088641532511701468 -0.00042803658159110201 -0.011383734699273118 0.034362667217571856 0.03339930439468166 -0.034031757827638974 -0.35112504905085434 -0.075735293540540413 0.087308705120738711 -0.013072376955496845
leaf_weight=59.407275610601573 35.944601100326508 52.095909346387998 2060.6046105514833 126.98579746011819 8742.5654090652133 527.66039446063405 254.73272716923384 1.9754285262897608 830.15199426052004 2.6021895706653586 13.591934704687445 19.306358855217695 4.1455218913033596
leaf_count=399 1274 7831 43788 7756 98528 4251 1246 28 58259 12 132 222 95
internal_value=0 -0.000233291 0.00187358 -0.0541999 0.0028031 -0.0142693 0.00351045 0.0554852 -0.0303308 -0.185187 0.0669077 0.0199471 0.0912169
internal_weight=0 12630.7 10982.3 179.082 10803.2 1648.49 782.393 101.029 866.097 4.57762 96.4511 32.8983 63.5528
internal_count=223821 222933 157903 15587 142316 65030 5497 888 59533 40 848 354 494
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=15
num_cat=0
split_feature=72 9 63 69 1 24 9 127 142 73 128 145 186 159
split_gain=34.4927 62.3397 67.2642 52.2949 53.2996 91.1655 47.91 42.8577 49.8806 42.6198 34.6195 27.8799 26.2926 23.6995
threshold=0.56763731469190271 -0.090552399475597831 0.099187046919923763 0.17640266346586958 -0.46395062793278147 0.52066359920783711 -0.29883709541409292 0.013509525062072385 -0.076081156652703805 0.20023070985155864 0.5379086592369805 -0.19998220313578127 29.250000000000004 0.67113359721827803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 -1 -6 8 -5 -3 -2 -9 -11 -4
right_child=1 9 13 7 6 -7 -8 11 -10 12 -12 -13 -14 -15
leaf_value=0.06110519405452515 0.075521453773424632 0.04892378681807974 0.0088414949066441279 0.14426010794281183 -0.023599899990734832 -0.063816384751774466 0.0012797949973944725 0.0090622585799391437 -0.056005078871400049 -0.050858636038716425 0.21567812249447674 -0.027584938998200484 0.001651889776534734 0.13041134098760485
leaf_weight=306.53842319000978 161.36857234314084 102.93367246618436 314.38633281807415 12.87142741595744 850.65270972044527 72.173902397742495 8588.2943107887368 426.83709844714031 368.61138986040896 183.52642350906535 19.784220073139295 404.1481621729763 198.47624954523053 16.897537729528267
leaf_count=3963 1060 1857 2509 190 11672 342 171924 2356 4801 10748 113 5741 6363 182
internal_value=0 0.017513 0.0418336 -0.00190627 0.000513478 0.037298 -0.000962402 -0.0214996 -0.049248 -0.00818693 0.0908284 -0.00876104 -0.0235759 0.0150423
internal_weight=0 997.373 512.437 11030.1 9817.66 378.712 9438.95 1212.47 381.483 484.936 181.153 830.985 382.003 331.284
internal_count=223821 22832 3864 200989 187901 4305 183596 13088 4991 18968 1173 8097 17111 2691
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=15
num_cat=0
split_feature=68 161 109 55 21 117 123 108 100 163 169 78 78 22
split_gain=39.0203 41.4235 73.9222 86.9464 79.124 49.1833 65.4835 61.2401 34.5686 26.4515 14.7489 13.9495 45.5347 11.9032
threshold=-0.16783590994795561 -0.32852070768703162 0.48786913166924384 1.0155937761743152 0.041877146842373855 0.063799084454975633 1872.5000000000002 1.8395031486621041 0.97078782456543533 -0.21024007192350885 0.43458516776594169 0.016335085430900727 0.016168458715634503 0.1457706530741327
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 11 13 -11 12 -1 -10
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.016029404262121738 0.090704061747070464 -0.02579595258678586 0.061771601218967125 -0.15553314964743603 -0.0234791654231753 0.0042017357106610429 0.059151415864546392 -0.017144236061336471 -0.050495268464535406 -0.12157099206212701 0.061698211817671857 -0.092414790146959552 1.6692615097918726 0.080741266989919319
leaf_weight=6.1486518259152936 71.646330666413633 1208.0606693158588 400.29553086999658 19.300279044313356 396.78783309653591 9313.1989065572361 98.117292894545244 1570.6849236916823 8.614021909888832 17.8571693119593 5.8231087168678632 98.938301832622528 0.17123983404962917 34.962082635611296
leaf_count=1029 6293 28621 2300 56 17582 155131 1257 7290 60 58 30 3973 15 126
internal_value=0 0.000439784 0.0212914 0.0517762 -0.00601501 -0.00107923 -0.0194149 0.00112124 -0.0474318 0.00856836 -0.0765041 -0.083214 0.0608243 0.0547987
internal_weight=0 13078.1 888.03 419.596 468.434 12190.1 1306.18 10883.9 172.515 67.2564 23.6803 105.258 6.31989 43.5761
internal_count=223821 218530 26231 2356 23875 192299 29878 162421 5291 274 88 5017 1044 186
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=15
num_cat=0
split_feature=76 58 61 59 128 130 4 58 52 2 20 97 191 119
split_gain=35.1685 68.7579 75.4954 79.2785 62.4856 63.0341 56.2401 51.5583 123.24 81.4943 75.9524 60.9081 85.8157 56.9518
threshold=1.1698677047535997 -0.02201920061356533 0.56400873228160986 -0.066550701209416599 -0.095234582088011208 -0.19937283223460558 -0.030462369284933993 0.086982280920448185 -0.0023145903336889875 -0.083363341825907378 -0.16970398440520776 0.22819739500403788 0.55080884348013237 0.021078769791181003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 5 -3 -2 11 9 -9 -10 12 -1 -13
right_child=1 4 3 -5 -6 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=-0.0055704794902160298 0.022557417764413418 -0.089902857239681 -0.08822012499865424 0.043281641334797054 -0.028442826783837083 0.098839162627198107 0.089216578236863728 0.022575104486021749 0.01574577368818492 0.090858807577378797 -0.010585681178788733 -0.040397160622853812 0.026298058531622731 -0.0081569383203895698
leaf_weight=6687.4298283754579 246.57743176375516 22.577208012109622 85.82738096464891 98.412299525458366 419.25440255226567 81.817789536435157 260.05563261825591 859.31568848580355 1723.2276934449474 219.4066926696687 3006.9559038526531 861.88250336117926 967.17693889047951 1504.0854964047903
leaf_count=119884 649 313 1195 785 2185 336 688 4397 26754 1010 43788 8307 3779 9751
internal_value=0 0.0161244 0.0368392 -0.017978 -0.0112055 0.0580205 0.0567737 -0.001533 0.00596275 0.0364637 -0.000993011 -0.00587827 -0.00154382 -0.0199015
internal_weight=0 1214.52 690.873 184.24 523.649 104.395 506.633 15829.5 5808.91 1078.72 4730.18 10020.6 7654.61 2365.97
internal_count=223821 6151 3317 1980 2834 649 1337 217670 75949 5407 70542 141721 123663 18058
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=15
num_cat=0
split_feature=151 77 56 76 21 125 45 142 106 191 26 102 4 130
split_gain=30.7907 34.7863 33.2253 33.0784 73.844 60.0233 32.4185 27.1683 36.1387 19.8819 18.9591 18.6356 18.5682 26.1254
threshold=0.74199974470850305 -0.35914641964089722 0.75260940109073104 -0.15001028032457478 0.030482805599293086 -0.33477608485141402 0.093773506851370134 0.23886733556437212 -0.21430599688707527 -0.12072434607645892 0.355705644399604 0.13364265892535687 -0.0049736837000724623 -0.10250276640132129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 -5 7 8 -2 -9 -4 -1 -8 -14
right_child=6 3 10 5 -6 -7 12 9 -10 -11 -12 -13 13 -15
leaf_value=0.084840347816659403 0.12383249046256727 0.044115478678887404 0.12025175128313406 -0.039206755192428507 0.0015647652084790683 -0.0003948011584259088 -0.15679596182412189 -0.004284525495642069 0.02032754557182993 0.20241432923201913 -0.083264136594342661 -0.072119327296067112 -0.042852896935443058 0.048020269270523247
leaf_weight=8.0082665933296067 40.809892979683354 532.29453507944709 16.981187257450078 408.04019034217345 1744.5361072762171 16978.312862285369 8.2677910272032005 6.2656364142894772 194.51547760580434 18.086454755626619 6.2666674888459957 136.43998538074084 70.663516577493283 57.282597898156382
leaf_count=70 619 4165 352 6481 15055 188427 58 30 6074 126 152 1167 550 495
internal_value=0 -0.000208215 -0.0455604 0.000178569 0.0115126 -0.00130568 0.0279571 0.0486824 0.0382773 0.149232 0.0653922 -0.0634174 -0.0115536 -0.00216818
internal_weight=0 19830.9 167.696 19663.2 2276.83 17386.4 395.891 259.677 235.325 24.3521 23.2479 144.448 136.214 127.946
internal_count=223821 215869 1741 214128 19220 194908 7952 6849 6693 156 504 1237 1103 1045
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=13
num_cat=0
split_feature=28 145 154 132 126 193 100 96 126 9 182 10
split_gain=29.496 29.1391 30.3206 29.5436 28.1855 6.81468 5.73241 1.04251 0.92486 1.83738 0.76681 0.479293
threshold=3.7209708264758219 -0.26740466006366376 -0.47416673193660208 0.043955111146790786 0.81202679510512077 -0.11241072985986274 -0.090640153944070032 -0.051796073304170943 0.82997643483602268 2.016813097505088 -0.01400471231706722 -0.13344776773935776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 11 -7 -2 9 -9 -10 -1
right_child=7 2 3 -5 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.080596354381679336 0.06428533445380967 -0.083109193940168039 -0.014816962607965943 0.001785554632507785 0.05003554798813712 0.034895319109690043 -0.091376829925917044 0.090444158076690429 -0.13347432320572178 -0.088857734705468178 -0.089589257268090347 0.089098927972148509
leaf_weight=0.17767826912950146 0.43708779709413548 17.358791693111925 1184.8606902225565 11232.785919034986 189.10046237485949 3.8953696386288348 46.653916207264956 0.8169561102986328 4.6165287802868944 1.9023073572898284 28.948399875931504 2.6317936182022086
leaf_count=583 13 110 18044 165225 3112 324 34649 4 76 113 1553 15
internal_value=0 0.000521618 0.000833309 0.000201384 0.0388409 -0.0732211 -0.0816462 -0.0892317 -0.091081 -0.0349896 -0.0956252 0.078367
internal_weight=0 12677.5 12624.1 12417.6 206.459 53.3588 50.5493 36.7213 36.2842 2.71926 33.5649 2.80947
internal_count=223821 222062 186491 183269 3222 35571 34973 1759 1746 117 1629 598
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=15
num_cat=0
split_feature=62 115 108 47 0 107 13 144 145 68 151 143 194 31
split_gain=36.371 46.79 54.1273 73.3315 41.8777 78.8625 49.6107 37.0933 25.0355 27.7553 21.0211 19.7022 30.9952 14.8778
threshold=-0.17868891186498834 -0.16072511780711668 1.9851767311595288 -0.075541904923657671 2.1158245733434686 -0.21178005168320238 -0.012202150975709905 0.10896028295794424 -0.36574101589626634 -0.088530834142701589 -0.36908947332402553 -0.17869964609588021 -0.044212215384925528 1.1756181250049167
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 8 13 -10 -4 -9 -13 -1
right_child=1 4 10 -5 6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.091628396643365403 -0.00035101182565175007 -0.043689656953246565 0.072109026663430595 0.040134401149587356 0.0053090827487110789 -0.0038638681738785499 -0.02393760876803078 0.10027447621813215 -0.088195496477124824 0.05378455575641581 -0.099174915608154932 -0.22354207856460145 -0.05955831549876886 -0.28885718750884798
leaf_weight=34.113310686370824 967.07956821293919 612.83881813498738 8.2609979743137938 832.56476179421588 5994.6933787277667 2635.2957774000388 642.11670081512602 6.8971315240924005 32.15351752541028 24.08014855858346 54.010555277956882 12.500266413302596 147.94762281654766 1.0596127284225065
leaf_count=1918 13570 11336 33 11555 51092 26087 99395 224 528 981 180 973 5932 17
internal_value=0 0.000665085 0.015207 0.0183786 -0.00207402 -0.011378 0.00247944 -0.0372374 0.0139926 -0.0273974 -0.0764522 -0.06522 -0.0723341 0.080166
internal_weight=0 11746.9 1861.92 1799.64 9884.94 3248.13 6636.81 258.752 91.4066 56.2337 62.2716 167.345 160.448 35.1729
internal_count=223821 213248 25338 25125 187910 37423 150487 10573 3444 1509 213 7129 6905 1935
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=15
num_cat=0
split_feature=173 169 151 76 95 70 1 196 121 16 19 28 25 6
split_gain=38.9039 45.4929 40.4865 73.2878 69.7622 68.6148 69.6404 50.8573 50.7179 37.8715 30.4879 43.7722 38.7706 26.7217
threshold=-0.18682058542908275 -0.039519459495586509 -0.16158050787633038 -0.045510838609861097 0.16628297888364901 0.050376078644950362 0.11321757100006803 0.6979169535802171 0.56455748675010298 -0.42142150283686525 -0.13896716535812798 0.46375784947621684 0.16640608850121699 0.31474487263472389
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 -5 7 -7 -4 -2 13 12 -12 -3 -1
right_child=2 10 5 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.17678449684060737 -0.061296809532197266 0.30369960833415571 -0.042493101742845672 0.035263914667780324 0.0044679468041786815 -0.0028699135261999564 0.029811891295799649 0.0068822481581976656 0.006906591702895583 -0.076393566120209228 -0.084532093742948511 0.038125835931514848 0.039598000575691773 -0.041783606684036655
leaf_weight=10.542542695173326 232.2401798910214 6.4282657035582806 699.40300250712244 1074.9504019933192 2329.9837130604428 7270.1446430633878 716.23546687257476 297.27675950848788 205.51480324204749 192.8239430446356 55.032104534588143 61.729064837098122 41.083676372931222 11.915763436289124
leaf_count=161 11002 278 106395 28335 10519 46736 5011 1801 2506 9158 1161 252 250 256
internal_value=0 -0.0318374 0.00064829 0.00923859 0.0141903 -0.00302639 6.10599e-05 -0.0277661 -0.0292771 -0.0620796 0.00779547 -0.0196855 0.0753304 0.0608182
internal_weight=0 379.555 12825.7 3842.69 3404.93 8983.06 7986.38 996.68 437.755 215.282 164.273 116.761 47.5119 22.4583
internal_count=223821 11516 212305 52362 38854 159943 51747 108196 13508 9575 1941 1413 528 417
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=15
num_cat=0
split_feature=112 2 110 180 76 127 158 20 70 110 185 173 144 185
split_gain=36.7956 94.48 110.506 94.3488 87.0875 94.8028 82.0164 75.5295 59.6612 101.354 91.416 53.0558 52.2054 48.8699
threshold=0.0020693982120177576 0.050570678496872003 0.054859642658827423 35.447791164658646 -0.038349762105692423 -0.3565194999265085 -0.11038542855625304 -0.26743151570062934 0.10874793968918753 0.39784605329179995 -0.10580974581619516 0.50782710203428083 0.020540136865513901 0.11914305905508274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 11 7 6 -6 -5 -1 10 -10 -2 -3 -9 -4
right_child=1 2 13 4 5 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.0015819716201243958 0.087222131109358489 0.086638015772850144 -0.057664209196409202 0.047683656278270613 0.058373539638546336 -0.02368458596024494 -0.0059859168177029392 0.33399040840969552 -0.016394450214210668 0.0048899753301732468 0.0075371653063962714 -0.011092026784619999 -0.063226758159952517 0.0168315494672997
leaf_weight=302.30588421919674 150.96029680458014 347.59464309480973 103.44477425135847 569.40888235368766 156.40590480618994 1410.3197924437918 569.54093942417239 3.3291358044371 4019.4099733438634 5045.8964410335757 3108.7092605975922 66.114808999176603 539.34141815171461 592.10198463161942
leaf_count=6032 2526 8910 6476 3511 5144 29661 39775 8 28556 21010 37770 643 29725 4074
internal_value=0 0.0021407 0.0300945 -0.00930569 -0.000196107 -0.0154927 0.0208458 -0.0384752 -0.000375155 -0.00454719 0.0112275 0.0710198 -0.0607899 0.00575221
internal_weight=0 13434.2 1109.26 3550.65 2705.68 1566.73 1138.95 844.976 12325 9065.31 3259.67 413.709 542.671 695.547
internal_count=223821 109965 20103 113856 78091 34805 43286 35765 89862 49566 40296 9553 29733 10550
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=15
num_cat=0
split_feature=103 96 148 161 194 116 118 86 97 151 157 118 53 157
split_gain=29.8777 32.8046 63.6981 54.4121 48.192 49.6681 47.0648 46.082 17.8959 55.9654 20.5369 10.5289 22.4217 6.66276
threshold=1.3517883742140644 0.15155407909033911 0.15660207056337291 0.11431706761452973 0.24249711559328771 0.78822715285216038 0.2438830665126521 -0.20858880666035143 4.024578715242936 -0.34178718764079458 -0.085117432796945905 -0.11930538255122626 0.34495420288779627 0.092217110466789168
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 11 -10 -11 12 -2 -13
right_child=8 2 7 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.0023516121061097359 -0.043400647321897412 0.027608950139514445 0.20097436430902979 0.0025829550670160555 -0.019562424140133761 0.12028667846117114 0.013536255170720744 -0.01089345365024322 1.538047152888117 -0.056821147011697042 0.2055528587604051 -0.093129179180600472 0.3877791465982246 0.070718536820723404
leaf_weight=11146.482844522019 7.006441164237911 1737.5841831580983 10.336319787893443 1737.5566887531604 1695.8627945286935 25.781686204019934 2239.0439329431247 1508.8004161050339 0.24705057143000964 10.177826117782386 4.2203172165900442 68.393857402086724 1.4567646229406817 2.5752895325422278
leaf_count=137405 380 17808 57 13225 14940 221 24803 12746 36 496 30 1642 24 8
internal_value=0 0.000603154 0.00762917 0.0150961 -0.00171958 -0.0174682 0.000306007 -0.00945189 -0.0558833 0.0456913 0.0200847 -0.074611 0.030818 -0.0871836
internal_weight=0 20101.4 4994.28 3475.14 15107.2 1721.64 13385.5 1519.14 94.0775 14.6452 14.3981 79.4324 8.46321 70.9691
internal_count=223821 221205 43836 31033 177369 15161 162208 12803 2616 562 526 2054 404 1650
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=15
num_cat=0
split_feature=192 20 166 63 195 193 97 180 155 128 169 16 97 42
split_gain=29.6758 58.4603 70.3441 69.3502 57.8881 86.2121 133.719 80.5784 72.4545 62.9215 43.5068 34.9481 25.834 27.864
threshold=14.873742948330618 0.27730929790861863 -0.010655433011230097 0.066169130748557112 0.3009871292058513 -0.077370554070151518 -0.061958668783508204 39.513386880856764 -0.20276448021863777 0.051802627063644247 -0.035702934872748483 0.60454332624657958 -0.0068792079827002433 0.04776544666928751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 10 -7 9 -9 -6 -2 -1 13 -3
right_child=4 12 3 -5 7 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.014044800536510716 -0.065598284102080837 -0.061476187291604513 0.017967165324036496 0.075917245122974819 0.019229390718740288 -0.11896880069494618 -0.014195469184628462 0.0078544072957275318 -0.02152977564431376 -0.0079920641717628783 0.052611443363503874 -0.17388853174176944 -0.063743329352052389 0.031958837684631806
leaf_weight=354.47167056862145 35.462293278857942 49.898281125838366 1067.555297494484 256.03740747424308 3135.3220728956903 127.80475682093311 2598.2130862615086 1487.4889212398539 1925.2513849161815 1164.5181373131845 255.16140564340094 14.227304229791114 130.32127052433862 88.571245377614105
leaf_count=12809 2172 3236 8629 2419 46341 3063 43182 12764 53639 29816 1941 409 2922 479
internal_value=0 0.0115355 0.0184165 0.0291771 -0.00184291 -0.0135878 -0.0191076 0.0027509 -0.00872228 0.0118571 0.0381873 -0.0202128 -0.0317869 -0.001711
internal_weight=0 1961.08 1692.29 1323.59 10729.2 3016.64 2726.02 7712.58 3412.74 4299.84 290.624 368.699 268.791 138.47
internal_count=223821 30903 24266 11048 192918 50358 46245 142560 66403 76157 4113 13218 6637 3715
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=15
num_cat=0
split_feature=44 122 16 14 73 119 140 25 106 28 119 135 148 135
split_gain=38.0917 47.4507 68.8162 63.7785 53.5456 65.4791 48.5267 44.161 52.8819 73.102 50.5159 52.9504 40.7472 39.9705
threshold=-0.12613775151830398 -0.22345069618802041 0.082502034683398423 -0.46752564842714855 -0.014813919195926423 0.074145017268261684 0.069655229327188872 0.088781366182592497 -0.43116639534363271 0.035148429512675224 -0.19395697368575718 -0.05769501530803809 -0.31342222801001113 0.024163990169960545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 12 -6 -4 8 -1 -10 13 -12 -3 -9
right_child=1 4 6 -5 5 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.067996090412992607 0.045421951236142233 -0.018435740695754443 -0.037732877214446375 -0.040353827856091401 -0.01840785588683826 0.0040301908596205695 0.04575751106547362 0.021940599499419261 0.0194501542061956 0.095908398532216818 -0.045916864308071841 0.019660265100781053 0.013840514458777884 -0.079795458284289675
leaf_weight=46.939776615705341 95.460631565656513 448.33090265446663 100.46052406413946 942.96881947853399 2396.4973621439385 2843.9821489494861 226.7367511591292 56.64494802246918 419.65284959343262 178.12824644404463 143.49350994668202 867.66046445613028 3066.2087680448203 121.347008816374
leaf_count=118 1010 9254 716 7392 62924 43724 2742 621 10129 2192 1840 7546 73107 506
internal_value=0 -0.00253068 -0.0198679 -0.0324686 0.000173616 -0.00623084 0.0201232 0.013133 0.034208 0.0422334 0.00170673 0.0103542 0.00972321 -0.0474185
internal_weight=0 10120.6 1365.63 1038.43 8755.02 5240.48 327.197 1833.87 644.721 597.781 1189.15 1011.15 3514.54 177.992
internal_count=223821 200869 11860 8402 189009 106648 3458 22952 12439 12321 10513 9386 82361 1127
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=15
num_cat=0
split_feature=16 157 34 151 160 95 62 80 189 103 13 13 168 3
split_gain=39.2761 70.9834 113.948 97.3891 99.0791 66.3543 63.4659 58.5082 48.6768 44.4723 79.172 30.07 14.2596 52.652
threshold=-0.25634900187959503 -0.071748039824284765 -0.11508908973776037 0.04066140376520249 0.32126334076617136 0.050749831038120773 0.45177124947822694 2.9627771708214663 34.500000000000007 1.3517883742140644 -0.33659344374802097 -0.34611840075948458 35.682365907471628 18.04507179693319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 8 7 -5 12 -4 -2 -3 10 -7 -11 -1 -14
right_child=1 2 6 4 -6 9 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.075549668096251188 -0.0018188709202197118 -0.050565477573547873 0.010901169894785142 -0.046473908834255374 0.025743915017045916 -0.012579636090050245 -0.02380673097745253 -0.077719275351629521 0.10433351404386593 0.093583168065633576 0.02750789452895306 -0.027026816152863384 1.9250004152716824 0.029346879135861155
leaf_weight=99.13620483809791 5797.775037732863 23.190906708838156 2832.2729120072945 1056.9538160968805 231.60079924482852 814.71518100670073 647.24357419849548 103.37216478955816 162.03414859996701 109.73949022777379 1246.3399952768377 25.46866324916482 0.1494642824982283 7.4381777581293136
leaf_count=21450 66026 829 103574 8363 939 5492 4952 298 810 787 9574 172 12 543
internal_value=0 -0.00281347 0.00851336 -0.00858699 -0.0334937 0.0115646 0.00444497 -0.00314844 0.0849395 0.0153064 0.0116617 0.0708643 -0.0654371 0.0666882
internal_weight=0 10854.4 3664.74 7189.7 1288.55 2302.99 3479.52 5901.15 185.225 2196.26 2061.06 135.208 106.724 7.58764
internal_count=223821 185791 110165 75626 9302 38030 108526 66324 1639 16025 15066 959 22005 555
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=15
num_cat=0
split_feature=158 163 67 46 92 108 161 142 62 14 16 77 50 112
split_gain=33.1894 92.0004 105.362 99.7068 94.5069 141.386 78.581 89.6656 67.0158 64.7702 62.2738 61.1662 36.6858 35.4563
threshold=-0.35109068328104948 -0.22419922759199182 -0.024262603546337965 -0.030198459887414996 0.41697443207589285 1.4310030898397328 -0.42436742002488131 -0.099288286468770484 -0.071744820972578449 -0.38193613357033945 -0.086507192703445979 1.6485246078278746 -0.07207800661629031 0.38212738235344385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 8 12 -2 -9 -10 -6 -8 -4
right_child=6 4 13 -5 11 -7 7 9 10 -11 -12 -13 -14 -15
leaf_value=-0.021601469052150414 -0.060426536637426177 -0.067880848888227902 -0.030080767571985578 0.032541166281214361 -0.014956010226524229 0.049557404166511915 -0.080481231827489744 -0.038548133097984098 0.10833540787456848 -0.0015080118726543787 0.021790282963307525 0.038377710652779909 0.012678053237050011 -0.088429638110411102
leaf_weight=713.19023097258469 56.230049258301733 112.55547019885853 280.03711308212951 650.23963718753657 817.62502760498319 1149.2337179665919 211.64820245459123 492.11641670271638 141.1029825694859 11604.75753161425 202.4043893434573 291.76920930761844 52.820995693575242 165.80254405271262
leaf_count=8793 2115 1190 2352 4641 5068 3854 4790 3772 758 181058 2487 1483 583 877
internal_value=0 0.00740344 -0.00957955 0.00421995 0.0203619 0.0390816 -0.00286302 -0.00427416 0.0407745 -0.00301485 0.0573405 -0.000929313 -0.061875 -0.05178
internal_weight=0 4180.45 1809.27 1363.43 2371.18 1261.79 12761.1 12361.3 399.737 12096.9 343.507 1109.39 264.469 445.84
internal_count=223821 28258 16663 13434 11595 5044 195563 190203 5360 184830 3245 6551 5373 3229
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=15
num_cat=0
split_feature=189 157 180 101 169 27 195 139 145 77 116 109 118 34
split_gain=29.62 52.1094 36.1379 114.14 76.8267 57.6528 42.7355 60.829 49.4365 34.8772 17.824 8.07339 4.46598 4.67175
threshold=14.500000000000002 0.063734110285144766 31.168005354752346 -0.061160929000716978 -0.1275109058238936 -0.14858883964838665 0.23198018388926248 -0.2905519838113606 -0.085757609462154646 -0.028616286275895925 0.014362230782463429 -0.18000940358818687 -0.2242231591587984 -0.019713381304953755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -2 7 -4 -8 10 -3 -11 13 -1
right_child=2 9 6 4 -6 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.083773109935009471 0.036239411662266033 0.071185170682233082 0.054181461935223246 -0.038009159521067627 0.049514318261351851 -0.028799004886912741 -0.0096477460867737952 -0.021572892811523192 0.0037543113798121025 -0.011829697921509228 -0.058516786375256549 0.14608811025321078 -0.091650182889546003 0.13250560714919318
leaf_weight=2.1668503978289664 177.42054520378588 14.511466429568825 114.16043480567168 114.61114531350904 802.69457045310992 587.99438869778533 3474.7120118789389 1482.3942005865902 13239.542153770424 3.8489212654531029 39.260884259827435 20.375526734162122 97.252813058672473 1.8526647351682175
leaf_count=28 1481 89 933 2745 7962 5426 65236 12804 125353 64 506 137 1045 12
internal_value=0 -0.040066 0.000763879 0.0147883 0.0385789 -0.0137233 -0.000524932 -0.0161561 0.000968169 0.0213685 -0.0235143 0.120997 -0.087381 0.0159135
internal_weight=0 179.269 19993.5 1682.72 917.306 765.415 18310.8 1596.55 16714.3 77.9968 53.7724 24.2244 101.272 4.01952
internal_count=223821 1881 221940 17614 10707 6907 204326 13737 190589 796 595 201 1085 40
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=13
num_cat=0
split_feature=39 174 133 42 166 71 74 178 17 125 143 151
split_gain=28.6105 34.3691 51.9025 51.5578 54.7971 47.2053 42.4326 28.1368 27.8533 20.5921 19.7825 10.7217
threshold=8.2311152547974888 0.42179208325864898 0.26594600399546747 0.13312649695544349 0.088847732024583848 -0.10346407977515544 0.27705338499318055 0.44652753939214185 -0.45747117946153265 -0.34112964947509389 4.3186196646613224 -0.3037255127326372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 -4 -1 -3 -2 11 -11 -10
right_child=8 3 5 4 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0034023515004331867 0.43931937177203517 0.0031362963995347362 -0.23662914880752464 -0.020411315923677231 0.013526596765315788 -0.029794046792657861 0.015768889588459435 0.060699870550745952 -0.09047724215655964 0.12691330634850181 -0.085613927291982292 0.094094373995050218
leaf_weight=7825.238511352758 1.1466443274985056 121.51639287183934 11.309434388269436 639.64385272993604 1856.8942175841657 453.45811248467908 1354.3284582782453 281.90509394867695 4.235727233579385 4.6141030850121743 86.245777323230868 12.247680679662151
leaf_count=147345 36 1062 95 7259 20805 19409 23515 2553 39 23 1593 87
internal_value=0 0.000645692 -0.00222457 0.0101912 0.00483128 -0.0348271 -0.000573878 0.0433609 -0.0509292 -0.056166 -0.0748212 0.0466652
internal_weight=0 12544.3 9644.33 2899.96 2496.54 464.768 9179.57 403.421 108.49 107.343 90.8599 16.4834
internal_count=223821 222043 190364 31679 28064 19504 170860 3615 1778 1742 1616 126
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=15
num_cat=0
split_feature=151 93 73 197 74 90 9 4 161 6 154 27 35 112
split_gain=34.394 41.671 44.9295 43.4179 41.0273 53.3449 37.5066 34.5196 112.24 63.2331 46.4122 30.7902 16.9363 14.3291
threshold=0.32692496653344655 1.4833118800422196 0.55571275230777473 2.8499704491743922 0.62414035224573994 0.74583802079574535 -0.1346857914375717 0.013345827243977522 0.94975326288653783 0.51101866286796227 0.2610059463882427 0.7706496894943301 -0.18133482582970428 0.27471285757140024
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 8 10 -10 -2 -4 13 -9
right_child=7 2 11 -5 6 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.00078602441512965436 0.025508204536693769 0.11791433372680363 0.14863695308253191 -0.055439857947074567 0.0071320197181357712 0.04389894803396191 -0.039992643914989918 0.18576729254608615 3.160221705829775 0.74303548754541948 -0.03230200837926786 -0.023881502198615571 -0.064911460307401428 -0.094231973109910827
leaf_weight=9918.411659888654 225.65736954446766 90.749488431290956 11.754395288473459 17.183425967697985 267.83273081568768 295.54917793312052 457.19621074010502 5.0578165920451275 0.15420349920168419 0.36295673760469072 361.10980063141324 86.294681364553981 175.58747582030992 2.8618739910889417
leaf_count=163047 5982 824 182 231 1632 2915 11787 31 26 79 21250 2824 12798 213
internal_value=0 0.00124096 0.0458016 0.0903155 0.000401876 0.00203353 -0.0225843 -0.0206012 -0.00877165 1.46378 -0.0100695 -0.00319951 -0.0584595 0.0845862
internal_weight=0 11145 205.982 107.933 10939 10214 725.029 770.791 587.284 0.51716 586.767 98.0491 183.507 7.91969
internal_count=223821 183442 4061 1055 179381 165962 13419 40379 27337 105 27232 3006 13042 244
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=15
num_cat=0
split_feature=18 131 120 151 181 109 189 65 155 129 13 50 74 98
split_gain=36.5839 53.8585 56.5114 53.2708 74.621 56.5103 80.4564 56.0531 54.0997 51.2218 45.5679 33.7031 18.6978 13.126
threshold=0.44842958541947892 -0.53973308466806935 0.82506289323721582 0.079154970854075565 0.70237606017586363 0.53081104807710888 30.500000000000004 0.54486302708230083 0.12662679040164734 1.0216183736298989 0.56935435553174685 -0.11578241977200023 -0.12682628044887492 -0.0034939844475127559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 9 5 8 7 -7 -1 -5 -3 -4 -6 -2 -14
right_child=1 2 10 4 11 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.011491963219818758 -0.048764636584033148 0.0013873297586152811 -0.026722425143480995 -0.040153408067964518 0.13817503532523334 -0.068656516083351243 0.03893973409140869 -0.018203350693245659 0.0036700990747335796 -0.036491766193256996 0.069084653941908311 0.01618579850747642 0.28095340423980741 0.074019668043247028
leaf_weight=2830.7073699252596 12.591883633263931 4718.1371029604852 1463.5735488181526 746.25004522613744 23.731313809403218 74.871369302149105 968.18711943897506 819.7374330725288 452.50986190227195 386.21155770995756 51.386652142064122 496.05862104857806 3.1739463961748688 89.527779565862147
leaf_count=59001 1200 87200 25973 17562 104 285 5540 4388 10138 4111 4667 1812 442 1398
internal_value=0 -0.00538376 -0.00651248 0.0051736 -0.00988947 0.010689 0.0312164 0.00482364 -0.0236108 -0.00147873 -0.0234727 0.0217553 0.0655739 0.0811047
internal_weight=0 6724.6 6619.31 6412.05 1718.55 4693.5 1043.06 3650.44 1198.76 5104.35 1514.96 519.79 105.294 92.7017
internal_count=223821 124991 121951 98830 29616 69214 5825 63389 27700 91311 30640 1916 3040 1840
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=15
num_cat=0
split_feature=20 130 11 20 119 87 93 81 98 132 173 53 173 83
split_gain=35.4463 60.8554 62.6669 43.6556 112.671 85.2854 66.9147 107.086 91.0386 43.659 41.7351 38.6505 37.4898 29.6844
threshold=0.36527077286485959 -0.0019057003409804047 0.18670781327703248 0.093047159725442349 0.48495499565010963 0.014882867833997246 -0.0013895830897974772 0.24787868029652313 0.021038536571220297 0.42451145418610309 0.38374057627963054 -0.1033585611799962 -0.16967600001636918 0.50298341112249234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 11 6 5 -5 7 -1 -8 -6 -4 -3 13 -2
right_child=1 2 10 4 9 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.027295519309319172 -0.093789029672411359 0.025747919477655781 0.053442382430720997 0.054804958178559807 -0.043289971149345824 0.010335931265723207 0.025213402525277536 0.048764894870228351 -0.0023193725074397223 0.063593152294709437 -0.043654380008434059 -0.038369968402014919 -0.076715066683175293 0.10164876370528285
leaf_weight=1702.8320222601542 11.760891298072236 120.43304018574418 221.57888118813571 524.0774006980937 438.92151369116618 2435.6797839171704 1384.1914051188069 207.67976088623254 9071.9689203875605 41.861856399802491 55.320380539895268 428.58686756143288 214.54219784776797 22.911582743487088
leaf_count=60348 725 1212 3532 14052 4223 29498 20561 3540 56057 557 388 9776 19313 39
internal_value=0 -0.0178117 -0.00474288 0.000953045 0.0109164 0.01821 -0.00181886 -0.0190275 0.00132543 -0.0339836 0.0340439 -0.0243051 -0.0611229 0.0353563
internal_weight=0 1075.13 825.919 15807.2 3440.54 2959.76 12366.7 1910.51 10456.2 480.783 276.899 549.02 249.215 34.6725
internal_count=223821 34985 14908 188836 48330 43550 140506 63888 76618 4780 3920 10988 20077 764
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=15
num_cat=0
split_feature=57 195 185 157 110 160 195 8 197 128 76 126 123 31
split_gain=29.5351 50.6176 81.1748 106.727 59.4607 54.44 61.0452 39.98 29.1528 31.0999 29.5424 86.4386 37.508 22.1155
threshold=6.2418352360381002 0.43989775000682324 -0.075172240528338374 -0.25501384997914667 -0.15829040186516 -0.0041257233933023572 0.3039593064970858 0.46104518688059487 -0.092716642965053719 0.20303447569178273 -0.057536988868128712 0.88200670411823734 1277.5000000000002 0.86818384205753218
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 13 11 -10 -12 -2
right_child=8 2 4 -5 -6 7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.031760713271024713 -0.048199970138801181 0.2087940429423415 -0.02908467153410349 0.042124969745592544 0.01970152959560106 0.018525953775821776 0.0021022907166003304 -0.011863988398748559 0.03734827219363298 -0.2500551491318394 -0.0073911396524455816 -0.0011277254692478116 0.015077191923170325 0.18821811297967969
leaf_weight=868.53907898726902 101.39414082258008 44.937416628745268 308.31567852041917 264.93178885808447 1316.8768022564545 1722.1991469439818 1375.3458789059951 578.24368182738544 684.01948248583358 7.4745673062279812 8057.0157445259611 3988.56145385126 818.46580426488072 4.1173957996070376
leaf_count=14925 914 1026 3240 3151 18168 22267 21042 3407 9956 40 82068 34699 8869 49
internal_value=0 0.00584487 0.0193896 0.0662954 0.0104463 7.72527e-05 -0.011005 0.0108871 -0.00235287 -0.0529382 -0.00193101 0.00450478 -0.00531919 -0.0389742
internal_weight=0 6479.39 1935.06 309.869 1625.19 4544.33 2243.88 2300.44 13661 112.986 13548.1 4672.58 8875.48 105.512
internal_count=223821 87226 25585 4177 21408 61641 35967 25674 136595 1003 135592 44655 90937 963
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=15
num_cat=0
split_feature=106 179 2 110 52 28 35 77 100 112 185 13 58 81
split_gain=29.8649 99.4056 75.1979 63.6177 122.984 57.6118 57.5178 47.0737 67.5493 52.8523 41.7329 57.5593 40.1428 20.1304
threshold=-0.032485418269987805 0.4702789109480679 -0.14967096446229286 0.47265495541399272 0.086791727031530083 -0.074807075511640717 -0.042271171878812193 -0.033849443579221747 -0.049175085840700794 -0.25880724176640529 0.013144243983395124 -0.46933907546644238 0.83426725220602149 0.093289153187635435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 13 7 5 -5 -4 9 -9 -2 11 -1 -6 -3
right_child=3 2 6 4 12 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.32035863198559072 0.0072002939603331489 0.21257776573179177 0.11430459188484146 0.59546955470608098 0.039695349348291026 0.17181404242130391 0.019787705958978399 0.037777382957550114 0.0032893058735364365 -0.0098769895367551829 -0.062763799620348684 -0.019497740804984065 -0.079368639767251239 -0.073910923044859231
leaf_weight=5.0412158895733219 2867.2782285223293 2.5414804102038024 93.888441000424791 3.4965877257818638 168.83282121235243 39.142828574707892 204.89026411778468 715.89094986319287 2747.4878287897081 4925.4555920132116 327.33657545645247 434.46032931412765 34.023407150409184 70.18379703091523
leaf_count=2383 29304 105 544 70 1046 520 2420 10332 48129 40664 47921 36895 376 3112
internal_value=0 -0.015164 0.027292 0.00181603 0.0521756 0.206555 0.0494888 0.000717689 0.0104181 -0.00359353 -0.0357323 -0.0155995 0.0197257 -0.0638992
internal_weight=0 1138.34 371.504 11501.6 245.496 42.6394 298.779 11256.1 3463.38 7792.73 766.838 439.502 202.856 72.7253
internal_count=223821 93380 6181 130441 2012 590 2964 128429 58461 69968 87199 39278 1422 3217
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=15
num_cat=0
split_feature=77 157 107 130 148 83 114 130 128 32 197 140 161 179
split_gain=33.7083 33.1664 42.1397 86.4001 42.0445 41.1965 32.951 27.0129 26.601 12.8511 10.4173 7.37384 6.16145 1.58087
threshold=-0.23120186094721093 0.0034080792639437428 0.042856565641016371 -0.34821327604012797 0.42613256133790173 -0.052919244444583742 7.7394595437647338 0.27011271525525632 0.058588941041992394 0.074285782978632767 0.73400835140616083 -0.098550378849843204 -0.066653271909280123 0.071843016686427799
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 9 -7 12 -11 -9 -1 -13
right_child=1 5 4 -5 -6 8 -8 11 -10 10 -12 13 -14 -15
leaf_value=0.13127119996077394 -0.057220735581524296 0.015472049529324705 0.02036299292739693 0.00055598378576536328 -0.021276598257054798 -0.013047404355840979 -0.043811819691896091 -0.081681078156560227 -0.064016736293043636 -0.099966786622706014 0.007574040159143678 0.10981318661313628 -0.081903135445862474 0.20740410740222234
leaf_weight=4.2243810672080144 266.92448844845057 386.91969122930095 1779.8928091604903 8531.0745365915936 280.73877070027811 184.56315572390304 123.73839496810979 1.5578776466718407 229.99734226516011 70.801253652487503 10.320658455835654 3.2251685368828458 1.9967204377753649 3.4200797509402037
leaf_count=56 3364 19582 19617 84500 2783 46766 18831 270 20434 6206 174 23 1196 19
internal_value=0 0.000269334 0.00181794 -0.00119692 0.01469 -0.0179055 0.00110688 -0.0593676 -0.0413251 -0.0756626 -0.086285 0.114134 0.0628509 0.16004
internal_weight=0 11783.8 10858.6 8798 2060.63 925.219 510.658 95.5461 414.56 87.343 81.1219 8.20313 6.2211 6.64525
internal_count=223821 215877 110264 87864 22400 105613 38413 7944 67200 7632 6380 312 1252 42
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=14
num_cat=0
split_feature=184 183 63 168 195 67 73 129 61 128 87 191 63
split_gain=34.8514 34.8675 73.9354 80.7312 53.3572 42.8909 42.9189 32.529 17.0863 6.00381 3.45958 0.937146 0.921974
threshold=-0.15981216342930413 1.9857385921114521 0.38789369118311584 24.278598140633928 0.67475428066249521 0.04351338967788556 1.0118864857919769 1.0197944752582206 0.89621246377260932 0.51129506511771849 0.61157059049917761 -0.21033820671786815 0.33117905233442674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 10 -1 -10 -11
right_child=1 5 4 -5 -6 7 -8 -9 11 12 -12 -13 -14
leaf_value=-0.091702903854363652 -0.0030684427905157486 -0.045538527391732087 0.042414912416971276 0.028481861669256731 -0.01027211202036241 0.010724870737359123 0.041767828388766332 -0.025242619507761434 0.04149823120525787 -0.16858093877980113 0.070277572532169985 0.12264505615697199 -0.25604504990838017
leaf_weight=42.553308568796638 9497.8656520059503 502.46694288584695 719.37698022648692 886.74493754270952 262.29952318081632 716.61404710635543 63.412311947904527 387.37221922539175 2.7141872656065971 3.3659643485989355 1.3607192551717151 2.9921287950128308 1.8774191439151762
leaf_count=11220 182446 2305 9128 11892 1875 3340 192 1124 34 218 36 8 3
internal_value=0 0.000123098 0.00210539 -0.000374353 0.0283372 -0.0133698 -0.035755 -0.00189558 -0.0797462 -0.0987598 -0.0866838 0.0840479 -0.199898
internal_weight=0 13036.2 11366.3 10384.6 981.677 1669.87 565.879 1103.99 54.8637 49.1574 43.914 5.70632 5.24338
internal_count=223821 212302 205341 194338 11003 6961 2497 4464 11519 11477 11256 42 221
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=15
num_cat=0
split_feature=2 178 27 107 10 83 100 83 190 61 67 63 46 34
split_gain=34.3213 94.5094 86.2291 85.0292 84.0199 92.5529 79.42 113.523 86.0246 75.4492 68.6461 66.0905 69.3174 68.8248
threshold=-0.1640707640932558 -0.13488256368557658 -0.0083612513829032994 0.31483353825447519 -0.2911999569899319 0.14548545676092381 0.15108984280837606 0.13508443113213398 -0.038323353293413832 -0.25558813217190701 -0.085054182704533812 0.020657626109739542 -0.12030995226064221 -0.080199441639743976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 9 10 -6 8 -8 -4 -1 -3 13 -13 -2
right_child=1 4 6 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0584123228112872 -0.082552894280505218 0.036393803972050123 0.049437311478478338 0.10118022971620318 0.0047427170173722352 -0.019561574412873484 -0.045289826278027329 0.004673363539101809 0.0086554828814502643 -0.055574945228226924 -0.075177490802461847 -0.10546997919581108 0.01383255874926476 0.078052532231302582
leaf_weight=65.593579669919563 29.698944166186266 66.947479458525777 778.31739660777384 44.386762719834223 3223.7770618059876 3048.4720929224713 495.60360475594644 5518.2116418657242 1541.9547309624613 506.18013311098912 312.8191655544797 51.463289118692046 907.53173545114259 262.69463705355884
leaf_count=1132 1311 370 5581 290 110721 28573 5791 24244 11975 14476 3974 1349 8954 5080
internal_value=0 -0.00509224 0.00395058 -0.0321481 -0.0098352 -0.00706978 0.00661945 0.000555855 0.0223354 -0.0424984 -0.0555091 0.02012 0.00743033 0.0617395
internal_weight=0 7903.4 8950.25 616.16 6652.02 6272.25 8334.09 6013.82 2320.27 571.774 379.767 1251.39 958.995 292.394
internal_count=223821 160332 63489 15898 143638 139294 47591 30035 17556 15608 4344 16694 10303 6391
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=15
num_cat=0
split_feature=58 90 27 92 81 45 112 90 186 179 166 145 20 87
split_gain=27.6124 61.3056 84.5547 53.7671 49.0683 48.9552 43.6722 67.6811 41.8605 43.6861 37.936 70.6028 30.7005 29.6894
threshold=0.014312907327367742 -0.031905929166850956 -0.090171032514090269 -0.033508543373244042 0.035256115868058331 0.36713769513094774 -0.29361071226434393 -0.012813175861545154 15.250000000000002 -0.028454949416672221 0.53224416811300579 0.37250494342102008 -0.23620650823101755 0.06452266639152833
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 -1 -10 13 -12 -8 -2
right_child=1 2 3 -5 -6 6 12 -9 9 -11 11 -13 -14 -15
leaf_value=-0.072125345808098526 -0.027585118506666614 0.18630427769010716 -0.041847503144640252 -0.00077398425474019933 0.032228410444114508 0.71638015056058368 0.0080564378332828659 0.059885843818913369 -0.0010547153039865984 0.014039703222197565 0.26027287303774455 0.0018422859889602667 -0.037215525857342779 0.046802210191912781
leaf_weight=66.488727401825599 1420.5726730688475 21.520312577835284 330.29720715871372 9083.4178603206092 522.86493764512124 1.9423619490116824 215.70393106873962 8.2000794454943371 3360.5055417123294 4464.9124365642492 13.094719173386691 54.861065779812634 490.20251748185547 55.760243146010907
leaf_count=1034 14977 97 3183 78345 5044 19 1843 67 68763 45979 73 543 3358 496
internal_value=0 -0.00287417 7.92951e-07 -0.00221512 0.0383192 0.00461472 -0.0204215 0.18561 0.00688631 0.00755764 -0.0214129 0.0516405 -0.0233818 -0.0247756
internal_weight=0 11502.4 9958.1 9413.72 544.385 8607.96 716.049 10.1424 7891.91 7825.42 1544.29 67.9558 705.906 1476.33
internal_count=223821 102758 86669 81528 5141 121063 5287 86 115776 114742 16089 616 5201 15473
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=15
num_cat=0
split_feature=107 110 47 184 9 86 113 73 13 1 179 73 192 125
split_gain=27.4225 56.1195 110.866 49.9722 42.4851 41.0817 54.0859 41.0172 40.7186 47.9935 36.7365 57.118 30.9823 24.1126
threshold=-0.037936442487303525 0.47265495541399272 0.05559370725149293 -0.012394217409604986 0.43237648177536175 0.021726294093309919 0.27890867411264603 0.18369864570568351 -0.46933907546644238 -0.1322770664167541 0.4702789109480679 -0.062774492866235682 15.247097539988612 0.088352085669661004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 8 -4 6 -2 -7 -1 -10 13 -12 -3 -5
right_child=1 2 4 10 -6 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.27270422350671381 -0.0021630816381381364 0.4425573482183805 0.05095317959367205 -0.0072710294985896921 -0.052331711896364985 -0.0078493191978360691 0.40705255226918013 0.023179973606292453 -0.074559988735475577 0.017967419799918075 0.52958107794559406 -0.0029284406153221188 0.18090993533135344 -0.063449789647244695
leaf_weight=5.7834951566401278 9253.3556739065352 5.5402674044971745 151.37693943892009 100.07256410031141 54.044153192953672 612.21068231423851 3.2309585940383831 1400.71073591612 64.540686615805043 426.55187228029081 2.0361047261976628 187.86332159562153 24.711896834905019 322.98868606577798
leaf_count=1706 107396 50 1029 11461 537 13405 114 10254 12408 16428 101 4914 263 43755
internal_value=0 0.00180526 0.0501008 -0.0146544 0.02378 0.000795279 -0.00202025 0.0137427 0.00891383 0.00580722 -0.0337592 0.00278114 0.228827 -0.050161
internal_weight=0 11505.2 235.673 1109.84 205.421 11269.5 9256.59 2012.92 496.876 491.093 612.961 189.899 30.2522 423.061
internal_count=223821 133048 1879 90773 1566 131169 107510 23659 30542 28836 60231 5015 313 55216
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=15
num_cat=0
split_feature=44 38 115 167 115 142 157 176 165 137 166 180 53 95
split_gain=32.4707 54.6894 66.0779 78.8989 60.5583 65.4799 61.1155 45.9605 41.606 36.7703 46.9098 38.2142 26.2247 12.7509
threshold=-0.12613775151830398 -0.083887009663765957 -0.19084543199088641 -0.41599290541847839 -0.13395081009318616 -0.019225127382215944 -0.10610360649331101 -0.10121064557000438 0.080552432608500091 -0.17283157476271263 -0.34331387402470276 36.675368139223572 -0.20154555653996328 -0.054271727530979329
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 12 10 -10 -11 -1 -14
right_child=1 4 3 -5 5 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0606454764638958 0.056244589241393528 0.032408286587879642 -0.16105238914530295 -0.036905428597195505 -0.022058682427536884 0.0003433147913668882 -0.010268253464205264 -0.051758957366888181 0.0013506992871898103 0.026526717763960803 -0.12165338675737025 -0.0054981275542844042 -0.033427354869157509 0.078328590631267569
leaf_weight=16.810686040553264 107.67128043384582 976.29149291280191 62.603707276633941 280.82393115393643 1638.9446418198349 6399.2234063512278 511.30274205961905 62.14095986688335 85.911925430584233 797.24147864535189 48.511713459753082 699.55993659826345 10.961413366138002 148.80738915503025
leaf_count=120 1968 10507 163 3836 27469 147718 8639 569 1920 8899 625 6520 711 4157
internal_value=0 -0.00250753 -0.0343053 -0.0595363 -0.000794295 -0.00422435 0.0177399 0.0167219 0.0120513 0.00705994 -0.0430398 0.0115593 0.0581606 0.0706612
internal_weight=0 10039 513.24 343.428 9525.76 8038.17 1487.59 169.812 1807.8 1631.23 134.424 1496.8 176.579 159.769
internal_count=223821 200869 6536 3999 194333 175187 19146 2537 22952 17964 2545 15419 4988 4868
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=15
num_cat=0
split_feature=169 5 157 73 139 162 115 46 44 47 193 107 44 49
split_gain=36.0933 71.761 85.092 135.337 118.473 42.0334 35.3958 54.1969 35.745 32.8489 36.5688 35.0064 30.4095 28.8501
threshold=0.68428327545820145 0.61371949885920218 -0.13152278155664596 0.27668384233724164 -0.077938438162950138 0.088054560463831574 0.46535502207589202 1.9582419923520187 0.23135217758518309 1.0188724390966806 0.75741019333160431 0.15175501424675411 9.785996004416452 -0.019527532949318759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 7 -7 -8 11 -11 -3 -2 -14
right_child=5 9 4 -5 -6 6 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.035736517437052119 0.06595996432917979 -0.020231857484244581 -0.018066975386589367 0.00045929200975710168 0.02169533518276363 0.0015027165397350076 0.066133149218107964 -0.071726119429377372 0.010691755554309134 -0.030283896681050828 0.033836902551657076 -0.069139926076471001 0.12477062716759427 -0.058101123870927598
leaf_weight=1323.2865278385489 211.04076903380337 308.94681708731514 1009.5059457103398 4708.9675191791757 2907.5540735543873 552.87355372617458 130.4727499429282 123.67559142335085 1069.9076047266644 230.26780243948451 144.92012907873141 278.06933897103227 10.933092594146727 40.898028139490634
leaf_count=52895 1166 1663 74321 20641 50139 2789 1366 551 9750 2104 452 5795 24 165
internal_value=0 -0.00255063 -2.86673e-05 -0.00748093 0.0114478 0.0116534 0.00640824 -0.0118838 0.0167178 -0.028628 -0.00551659 -0.0433996 0.0491043 -0.0195267
internal_weight=0 10911.5 9949.31 6032.25 3917.06 2139.8 1876.93 676.549 1200.38 962.204 375.188 587.016 262.872 51.8311
internal_count=223821 208010 197996 73536 124460 15811 14456 3340 11116 10014 2556 7458 1355 189
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=15
num_cat=0
split_feature=194 65 103 177 71 86 139 182 13 192 53 143 44 65
split_gain=34.7332 85.2877 109.241 91.0221 96.2451 82.3059 68.8068 66.0559 73.2355 65.9453 58.0917 48.6094 114.479 48.9625
threshold=-0.00030334663449294621 0.0008173402604979347 0.021536833297398975 -0.068983354617223519 -0.014151968702475653 -0.0058750893575919326 0.56429244476916052 -0.0015705613813658309 -0.29065454842749233 4.7998692505975731 -0.018819588597751017 -0.02164409318913408 0.035394620495993415 0.01300306291521686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -4 8 -2 -5 -10 12 -9 -13
right_child=7 2 6 9 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=0.035749535562222906 -0.025805994961021952 -0.011696285493798437 -0.019711780770292203 0.61281910951351326 -0.03914761298827249 0.063773135248745991 0.032090033922758374 -0.017991371792045529 0.075445157189304182 -0.064482341410256272 0.0093469172140000067 0.022736449574245327 0.068960217005636384 0.00096084021882840605
leaf_weight=299.65829369100538 170.73785470626899 221.71477205383417 1479.92295959685 1.4415927917580109 401.39695881246735 414.97549663897371 310.15114411199465 2282.0288777423411 333.50455157848774 511.16551471526327 221.12328636911116 1169.6353805889376 162.17595058554434 8811.9445906686888
leaf_count=12495 2038 9321 18477 261 12049 3585 1679 22255 3124 53355 5799 24088 2123 53172
internal_value=0 -0.00890745 0.00191691 -0.0305512 -0.00713366 0.0374924 -0.0107365 0.00212979 0.0314628 -0.0625776 0.0490926 0.000417445 -0.012222 0.00351249
internal_weight=0 3640.43 2426.76 1213.66 701.055 636.69 1790.07 13151.2 725.366 512.607 554.628 12425.8 2444.2 9981.58
internal_count=223821 111222 33062 78160 24544 12906 20156 112599 10961 53616 8923 101638 24378 77260
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=15
num_cat=0
split_feature=19 96 65 157 21 123 53 130 8 169 126 87 15 121
split_gain=30.2993 39.0796 90.9037 187.748 65.1491 39.0235 127.314 38.9246 53.6014 38.5627 37.009 125.543 44.1463 33.6431
threshold=-0.05421385903283981 -0.031599425993341645 -0.026301314181738599 -0.27911629282728972 0.055219658164511014 796.50000000000011 0.41541872874425873 -0.50556824874045336 0.37817690226712475 1.0832713434011649 0.89126301546998976 0.0586045184942681 1.5695439573051324 0.054714757304250621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 13 -7 8 9 -2 11 -9 -12 -1
right_child=7 2 4 -5 -6 6 -8 10 -10 -11 12 -13 -14 -15
leaf_value=-0.0071996030461295366 0.0018377178156605064 0.31646034757606073 0.0077826670637986721 0.020655376706220585 -0.014955254433188193 0.014001685822125909 0.63273668167830355 0.0033756979126807647 -0.072933095953602589 0.48249111026962022 -0.0056466825299364091 0.05710044431428396 0.0076359537622139491 -0.052738451842838152
leaf_weight=279.51928988801228 186.56196659395937 22.044878195098136 1937.2075648616083 804.23816887557041 3605.2030052209084 51.179709871255909 3.5566846703877664 2052.009687865735 157.42641954790452 1.6842512579460152 4726.3938427210087 551.94823890137195 5317.2572512755214 386.62202997226268
leaf_count=6471 2402 1669 22667 8049 47042 902 54 20993 1479 42 47404 4811 55514 4322
internal_value=0 -0.0048927 -0.00239483 0.0285473 -0.0070078 -0.0269605 0.0542061 0.00323484 -0.0298725 0.00613816 0.0041397 0.0147635 0.00138534 -0.0336299
internal_weight=0 7089.57 6368.69 826.283 5542.41 720.878 54.7364 12993.3 345.673 188.246 12647.6 2603.96 10043.7 666.141
internal_count=223821 91176 79427 9718 69709 11749 956 132645 3923 2444 128722 25804 102918 10793
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=15
num_cat=0
split_feature=177 174 71 106 24 73 173 44 77 5 124 112 163 128
split_gain=27.5228 53.1676 61.3978 57.6794 55.7202 43.8211 38.167 35.8135 50.7345 42.1661 37.5721 34.2167 27.9448 19.6683
threshold=0.94207648057788729 0.44488591942159156 -0.19803046311690783 -0.14171244559659554 0.41596711073741238 0.63716501227825895 0.25146576782313451 0.43335733474833377 -0.15965368880195488 0.090415698154766619 -0.030839270480190216 -0.13103000770482967 0.019510309360806589 -0.44922076599635735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 -4 -5 -1 8 13 -10 12 -3 -9 -2
right_child=7 2 4 5 -6 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.070120383036148121 -0.36444171394170088 -0.10176049926183382 0.0084199088149823926 -0.0015348922547727148 0.046902338001134178 0.036809561480392675 0.0048738031472483493 -0.10962110547827336 0.3803781232993334 -0.043030226908541622 -0.051627445544180965 -0.46562849516174504 0.010402439614570066 -0.14805304210145195
leaf_weight=199.776343667334 5.0831618048250702 18.104827187489722 1564.3819129356962 9209.5276542136016 495.41551623754094 308.01058978771471 102.77511366493491 20.328839931607945 2.4435739770997307 62.788009307461834 159.84073561086916 3.0146709047257891 423.87071265769191 24.189285143278539
leaf_count=36300 20 237 18372 149749 5047 4089 2054 206 31 692 3533 18 3394 79
internal_value=0 0.0014164 0.0159363 -0.00166041 0.0176756 -0.000293973 -0.0446453 -0.0190073 -0.0762519 -0.0271694 -0.0100512 -0.1537 0.00490955 -0.185629
internal_weight=0 11901 2080.92 9820.09 2059.8 9517.54 302.551 698.544 94.504 65.2316 604.04 21.1195 444.2 29.2724
internal_count=223821 215866 23674 192192 23419 153838 38354 7955 822 723 7133 255 3600 99
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=15
num_cat=0
split_feature=64 82 190 68 167 9 72 55 106 89 116 1 10 61
split_gain=35.2195 53.9383 70.0061 62.5189 56.3833 50.7101 62.7545 49.2603 42.5561 62.9137 40.215 35.7391 39.8866 29.5216
threshold=-0.019200122305639004 0.091243037159061138 -0.033131511848610649 -0.099061562635829395 -0.44165085616624772 -0.11357617980663663 0.51585442805818105 0.057479250829058144 -0.11379984985436342 -0.050215459402427491 -0.19479927123482402 -0.10574321505566443 -0.26877031244770405 -0.091204267621833576
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 11 13 -11 -1 -13 -10
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.045937286844412818 0.0399064548792444 -0.0032148152558290942 -0.041317312462704481 -0.0152114602388509 0.019864882585091798 -0.027265341054953492 0.037919636853576105 0.0016934104930545946 -0.019483020856721711 0.017641195348537576 -0.043864133545485601 0.088431628460589967 -0.049740253177129885 0.03004899679626663
leaf_weight=197.76010409992887 239.13994777170592 1893.6685388598416 157.70071062375791 1475.6765732813919 3357.6558100205948 1472.0857458866449 461.20915892336052 977.42554399292476 214.24522523279666 122.15560786337301 819.39219949126164 26.212358149001375 102.9392653752293 274.49554960719979
leaf_count=4638 3505 11816 2088 32302 49487 29211 3249 23216 10785 2990 38604 267 2682 8981
internal_value=0 0.00201295 0.0090398 -0.00752498 0.0171202 -0.00563665 0.00484148 -0.01571 -0.013334 -0.020774 -0.0358845 0.0192172 -0.0216972 0.00833606
internal_weight=0 10034.6 5230.17 1714.82 3515.36 4804.39 2354.88 2449.51 1757.2 1430.29 941.548 326.912 129.152 488.741
internal_count=223821 154874 87382 35807 51575 67492 15065 52427 68947 61360 41594 7587 2949 19766
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=15
num_cat=0
split_feature=158 160 61 126 181 17 126 103 128 195 128 60 190 138
split_gain=34.0401 43.1896 101.974 38.3803 59.7519 72.1527 55.5075 58.2031 54.0666 49.2822 34.745 30.0296 28.4074 0.000141572
threshold=0.64576478211412314 -0.13102667254703065 -0.0097268631170992562 0.90322466561972281 0.27327594294858354 -0.16214174703119072 0.93910706873536209 0.31761617982032925 0.10069991162986422 0.34442076462453497 -0.48031549672490581 0.10979080042301632 0.61299091640597747 0.26896471263313176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 -1 7 -5 -8 -6 11 -3 -12 -2
right_child=1 10 -4 6 9 -7 8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0038916212173038854 -0.080296453405873158 0.035448545225073451 2.5827925294518539 -0.0044655854219158029 -0.026267334535406136 -0.049536692226554963 -0.022010862496471592 0.015692428338216408 0.00092467309251715072 0.019665794052541982 -0.0039177410063159996 0.35306015677570179 0.10348958054733669 -0.084122454172687128
leaf_weight=403.93009366947081 0.22957302272698143 5.446261475881327 0.22510910779237647 2319.1778899752753 353.99871657637414 675.38660244598213 1519.5978424543791 3745.8294604960174 3175.8494904055951 686.67328169850225 77.503980576231697 6.565383463530452 36.090993290883489 0.16711487551219761
leaf_count=16749 109 965 2 80515 2643 50925 10408 20194 25920 5070 9837 385 86 13
internal_value=0 0.0514255 0.882793 -0.000758162 -0.0130563 -0.0295414 0.00166477 0.00798427 -0.006498 0.00404102 0.0473099 0.20905 0.0302073 -0.0819083
internal_weight=0 126.228 0.621797 12880.4 2119.99 1079.32 10760.5 6065.01 4695.45 1040.67 125.607 12.0116 113.595 0.396688
internal_count=223821 11397 124 212424 75387 67674 137037 100709 36328 7713 11273 1350 9923 122
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=15
num_cat=0
split_feature=129 131 83 173 21 152 59 68 131 104 9 18 4 64
split_gain=33.0607 33.5109 93.2813 94.5536 63.2988 49.3798 71.1618 53.5392 16.9155 11.6518 8.26296 2.64036 3.70953 0.192318
threshold=1.0245748931830738 0.31855713864734114 0.2189290334781884 -0.0702877496226086 0.20965045210529074 -0.32739884012449977 -0.052445097697316791 -0.054820278155270866 0.059042848995130591 0.57025685494925726 -0.28473906066894406 0.18418206267489209 1.5595633025825408 -0.099185529567965405
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 12 -10 -13
right_child=8 2 4 -5 -6 7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=-0.043457256754436735 0.093816013105963769 -0.0079606219574908498 -0.010774774323141577 0.044643709739153326 0.021099163887930764 0.0061032916918268149 0.028915757377845849 -0.0093115463502407222 -0.082503382149130111 0.14545714033757037 -0.10237224388201015 -0.11333795200862001 0.11345413852814171 -0.087472188017428995
leaf_weight=160.20996839183499 3.2667097277007988 508.99845156841911 2396.3211362178554 1039.5357638387068 841.96482606825884 3198.134237714381 893.91065336138126 7625.6122078382905 2.4563339764717957 5.7179812937974921 6.2619964922196223 3.014540503427269 1.5922475019469855 61.901014881426818
leaf_count=2945 7 6412 7751 8509 5342 42352 8549 139240 121 5 95 88 6 2399
internal_value=0 0.000102039 0.00716587 0.0273528 -0.00248745 -0.00274471 0.0179162 -0.00475686 -0.0627135 0.0326062 -0.0351134 -0.0837869 -0.00543617 -0.0886733
internal_weight=0 16664.7 4786.82 1548.53 3238.29 11877.9 1054.12 10823.7 84.2108 15.2467 9.52871 68.9641 4.04858 64.9156
internal_count=223821 221100 28014 14921 13093 193086 11494 181592 2721 107 102 2614 127 2487
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=14
num_cat=0
split_feature=151 101 187 130 49 71 148 129 58 58 95 71 154
split_gain=29.1506 56.415 34.8065 30.8015 53.0971 32.2797 50.9342 44.1011 26.8781 25.7308 16.4381 3.14639 2.96872
threshold=-0.38590520279073565 -0.28369841307477278 -0.15074342784451766 0.72374643180046949 -0.3205649418029623 -0.029470740607998237 -0.54949997414372154 1.0163628990272082 1.0000000180025095e-35 -0.32929175225313562 -0.080869170444765756 -0.18024017438348003 -0.28767382945493097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 5 -5 6 -2 -7 -6 -4 -3 12 -1
right_child=3 2 9 4 8 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.022369159076198214 0.040039774731791988 0.50688943765066075 0.17133634167895159 0.41987113019161565 0.0087637661563634093 0.012179997003965654 -0.0056248988068013529 -0.00016407938522636234 -0.041890024956116788 -0.039426704164418847 0.087021920485185394 0.18423016820674373 0.12437426183941427
leaf_weight=3.5969072894658938 253.61363557609729 0.99375409267668402 5.869069607142591 2.6829418307170263 151.71534944372252 4731.7059737368472 6621.4974433069001 7452.9262882363619 338.43277415860211 443.89906835719739 15.116047323477686 6.632606364786624 13.798367564566433
leaf_count=50 2461 37 115 24 1845 53045 71357 84059 2186 8281 269 28 64
internal_value=0 -0.0237968 -0.0315034 0.000900025 -0.0237827 0.00153825 -0.00394039 0.00462954 -0.0262112 -0.0366764 0.112922 0.125627 0.103282
internal_weight=0 489.906 465.878 19552.6 492.831 19059.7 6875.11 12184.6 490.148 449.768 16.1098 24.0279 17.3953
internal_count=223821 8844 8702 214977 4055 210922 73818 137104 4031 8396 306 142 114
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=15
num_cat=0
split_feature=70 79 53 70 103 77 62 184 184 13 131 118 110 35
split_gain=26.952 32.5943 63.4812 42.4895 71.2754 54.4302 41.3954 34.9439 21.8248 21.1268 17.6157 10.4544 7.01907 0.000347089
threshold=1.279880211285533 0.28657238050867889 0.051701574579708719 -0.028532837665545568 -0.047803119049690902 -0.028616286275895925 3.3161677154796867 0.015641115137396969 0.15494532709115647 -0.16267489684162298 -0.33959550275254102 0.21702948311345427 -0.18300486433880964 0.29236139860555793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 -1 -4 -3 9 13 11 -10 -12 -2
right_child=8 2 6 4 -6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.00079939057015293883 -0.080564407673338084 0.035767655595639603 0.035626537040782273 -0.045372134626952818 -0.0038641092867016031 0.026616847077572559 -0.091908264227823958 -0.068361896223138721 0.16290562138561002 0.25508394885847313 -0.196591765789114 -0.088140861795294734 -0.072986783559288101 -0.084010829714276661
leaf_weight=5388.6875728664345 2.9770952424405555 45.095478700782223 720.04924181000024 452.98179276875999 4769.3411552569887 962.45807868553129 26.382941261108499 112.93781122414021 5.0120544050878371 4.32145850949746 4.8925543136574552 2.4793483948451467 75.330928308581861 0.32402005791664112
leaf_count=56064 923 3987 6132 18427 88332 25034 355 20234 118 33 22 229 3929 2
internal_value=0 0.000646231 0.0189287 -0.000782543 -0.0074645 0.00471179 0.0311188 -0.0386481 -0.0527261 0.109578 -0.0668306 0.0798195 -0.080525 -0.0809027
internal_weight=0 12477.9 904.465 11573.5 5222.32 6351.15 746.432 158.033 95.3375 7.62257 87.7149 7.4914 80.2235 3.30112
internal_count=223821 218565 30708 187857 106759 81098 6487 24221 5256 958 4298 347 3951 925
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=15
num_cat=0
split_feature=115 93 104 179 31 35 72 164 169 177 181 148 93 11
split_gain=32.893 59.5676 54.2757 44.9417 48.6643 38.1146 34.7971 31.5957 29.3962 28.5286 27.693 15.2345 12.971 7.51796
threshold=0.23841586270337059 1.3408694589806809 0.76009125585825754 1.0330000219006237 1.1756181250049167 0.015263702016258209 0.077446310112262898 -0.40111726603868675 0.30199427542499341 1.1833122384992092 0.83235204066540835 -0.66973261002754769 0.39339551040642284 -0.26543364436190103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -4 11 13 -9 -5 -3 -2 -13 -8
right_child=6 2 5 9 -6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=0.00028401186462001819 -0.046000300477395784 0.10282706602379227 -0.012682344854940865 0.17876616691906219 -0.069060992586875633 0.15629846975451855 0.099713990380573839 -0.057453980945909783 -0.015205799000765324 0.039715137951716689 0.2708447457196706 0.12669387830313072 -0.0046270179933945669 -0.0061363797971893735
leaf_weight=10496.473437556731 10.142311385541687 47.098859436082421 78.730205144587671 16.681143550988054 102.18511217221385 16.073058827518253 24.488545432221144 237.49685864268031 537.25062358990726 127.76714812865248 12.390521179069763 28.268628849175002 10.248297882964833 9.2422860674560052
leaf_count=164987 57 429 1185 132 588 175 165 21771 32776 1003 146 301 71 35
internal_value=0 0.00125655 0.0629496 0.00037051 -0.000384566 0.0159669 -0.0190889 -0.024032 -0.0281569 0.055773 0.137822 0.0630403 0.091753 0.0707109
internal_weight=0 10897.4 154.293 10743.1 10598.7 94.8033 857.138 808.478 774.747 144.448 59.4894 48.6592 38.5169 33.7308
internal_count=223821 168645 1935 166710 165575 1360 55176 54747 54547 1135 575 429 372 200
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=15
num_cat=0
split_feature=118 187 155 2 118 17 154 106 189 45 124 114 28 115
split_gain=35.1153 53.2034 48.2175 46.6571 58.9431 46.9854 46.2387 98.925 85.8185 41.1583 37.5625 32.4948 26.6494 16.1388
threshold=0.76053982825910793 0.25626624391673924 0.58886750276712119 0.36577852777834707 0.14475133515129987 0.12516907209861183 0.043124175249010903 -0.18411580372890907 14.500000000000002 -0.08307710908744935 -0.073299826773870327 12.767935947603101 0.008122290807107994 -0.12061833728009085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 10 6 5 -5 7 -1 -8 -6 -3 12 -2 -4
right_child=1 2 13 4 9 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.019293574577476744 -0.015609607377897126 -0.048654098768085512 0.18092861618192521 0.046134958999028974 0.25893725591690031 -0.037722522931793206 0.07731070315898779 -0.0068944715600471719 -0.015783303137413825 0.042493703657621271 0.006547363223990051 -0.011413688666023977 0.085972945115698626 0.060713462401014932
leaf_weight=2047.2309307841169 30.040547702818003 136.98516056116205 13.413554376689715 98.497799745246084 8.9822673596718214 207.72727660502278 101.91636790945995 4882.7771828540554 3488.3551365249587 401.10486232922995 1231.0850942560355 60.248906290857121 184.05835704017954 66.690354276448488
leaf_count=11417 1903 451 55 12924 387 21738 852 82106 76701 7213 5253 686 1634 501
internal_value=0 0.0130848 0.00543538 -0.00224853 0.0224462 -0.0107496 -0.00392996 0.00084188 -0.0131407 0.0472345 0.00102003 0.053463 0.0717197 0.0808437
internal_weight=0 1722.52 1448.17 11236.6 716.312 306.225 10520.3 6930.01 3590.27 410.087 1368.07 274.348 214.099 80.1039
internal_count=223821 10483 6260 213338 42262 34662 171076 93523 77553 7600 5704 4223 3537 556
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=15
num_cat=0
split_feature=112 157 83 59 192 195 65 61 19 65 8 14 138 169
split_gain=36.2042 86.1553 106.779 130.077 77.7124 95.2809 121.902 116.787 76.2382 69.3812 57.4481 53.584 41.5069 41.2493
threshold=0.0020693982120177576 0.063734110285144766 0.16186540196388255 0.22193119715203111 16.058139118381771 0.38468670718467174 0.24394477933627909 0.083431110374801928 -0.26980931555924265 0.59551144318956228 -0.20344535429869784 0.34809922922480058 0.21307343830200634 1.3364567174745667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 8 7 -7 -6 10 -4 -1 -2 -13 -10
right_child=1 2 9 -5 5 6 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.09448802944814999 -0.00062532493779655354 0.032291303173357738 -0.032386712227452145 0.14727634041502649 -0.008632377244976782 -0.045885286054465776 0.027917129317662166 0.046049170327282257 -0.066399946035596707 0.068475625981707505 0.026408263100070353 -0.019182252214835459 0.10663976903650672 0.05719187604678945
leaf_weight=47.475173547834856 12232.633466132233 385.11354022276646 286.40191380791657 132.13881876822416 931.37389256670576 760.01363961125026 317.21643919365306 672.67498999845702 486.50109287301893 89.515995806315914 228.39925252733519 38.552530367218424 81.950980094377883 28.591604104170983
leaf_count=1177 87939 14245 5073 847 36443 30203 2863 9010 28831 575 5114 911 375 215
internal_value=0 0.00219692 0.0321896 0.0616657 -0.00927474 -0.00114927 -0.0241524 0.0142989 -0.036819 -0.00836872 0.00560324 2.83603e-05 0.0663857 -0.0595396
internal_weight=0 13246.3 893.17 517.252 3472.25 2681.28 1077.23 1604.05 790.967 375.918 275.874 12353.1 120.504 515.093
internal_count=223821 109965 20740 15092 113856 78519 33066 45453 35337 5648 6291 89225 1286 29046
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=15
num_cat=0
split_feature=157 9 11 180 124 13 163 164 9 45 77 13 54 146
split_gain=27.8403 26.4998 51.8924 71.1453 45.9177 43.4548 31.8637 30.399 4.14463 6.65586 5.07842 4.18322 1.32823 0.000228479
threshold=-0.49176382482268366 -0.1478763033082223 -0.11848779028751755 30.880187416331996 0.5238507394187385 -0.3239668099138065 -0.41109661089804422 -0.14436669418721634 -0.36863764539902194 -0.099023368376188317 0.36923445549249329 0.21406122066504865 6.1774585059241067 -0.27102171977324258
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 9 13 -11 12 -10 -1
right_child=1 2 5 -5 7 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.080421367129067473 -0.052627608295555663 0.063339949358680439 -0.029004336999630884 -0.022687798938165693 -0.061762388086077293 0.0018583225795298021 0.016822408633537921 0.023614931209921211 0.015398079926435338 -0.080803208695608753 0.24692166946984076 0.083404487880382683 -0.079352592311021777 -0.085859580110923012
leaf_weight=2.7544618083338723 68.205210525658913 102.32515618461184 470.11550510040252 1588.3890368494904 137.051668924978 15431.523029976146 2102.2432099082216 59.944066175725311 1.5190985342924239 0.67304583484656122 1.5895254875067619 1.6750854868441809 56.719157935498515 0.079485692083835491
leaf_count=1084 8896 1198 6319 19576 2707 138098 37652 477 202 159 24 12 7416 1
internal_value=0 0.00051162 -0.000825042 -0.0174812 0.0104443 0.0009459 0.01464 -0.0357828 -0.0650355 0.0215366 0.149434 -0.0723998 -0.0768811 -0.0805739
internal_weight=0 19959.8 17592.4 1690.71 2367.44 15901.6 2170.45 196.996 65.0099 5.09652 2.26257 59.9133 58.2383 2.83395
internal_count=223821 214923 165191 20774 49732 144417 46548 3184 8898 1268 183 7630 7618 1085
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=15
num_cat=0
split_feature=195 195 110 188 116 180 96 157 85 47 53 118 121 171
split_gain=28.3303 35.7799 34.3554 29.786 30.0997 20.0209 19.1858 18.8575 17.9183 17.8385 16.5339 13.1487 5.64918 2.93346
threshold=0.15008793528703659 0.18302900411398265 -0.2466221080165063 1.594700752558327 0.018846947440231972 31.168005354752346 -0.015977904062061041 0.29651888797674469 -0.060601967734617006 0.097615091881913654 0.26648713283961528 0.88927559149185431 0.10926187784336146 0.2933034469774175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -4 -2 -5 12 10 -10 -11 -1 -14
right_child=1 3 5 7 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.084243328733840231 -0.065465910402210711 -0.0166082596156868 -0.099239655223526582 -0.072875775938244611 0.0021112443085710328 0.0098585629238379935 0.074544717995596144 0.060936766808391024 -0.096389974123669786 0.06102374052876245 0.089674708835225214 -0.10614428480219402 0.20843848579500995 0.098169352987530267
leaf_weight=1.6415048020789971 14.873649696677601 930.0063174631814 88.277086403736575 82.224889151799289 11244.143004340733 20.780546430108188 28.619351413017284 12.078566760988904 19.318229470891314 60.320870077832296 6.344196928155724 5.1032684585952657 2.5669644188601515 40.100030197761953
leaf_count=325 229 117222 1617 4072 97189 592 168 57 1449 450 40 33 9 369
internal_value=0 -0.000350925 -0.0484824 0.00024756 0.000681226 -0.0784514 0.0266642 -0.0557368 0.0456406 0.0202681 -0.0503916 0.0479842 0.0977998 0.104803
internal_weight=0 12421 152.551 12268.5 12174.1 109.058 43.493 94.3035 135.395 91.0866 25.6624 65.4241 44.3085 42.667
internal_count=223821 221146 2606 218540 214411 2209 397 4129 2675 1972 1489 483 703 378
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=15
num_cat=0
split_feature=196 196 127 98 163 16 121 23 100 137 173 119 121 58
split_gain=30.8886 34.8043 53.2868 57.0292 46.6762 58.9188 57.0086 33.1801 37.6699 23.6103 19.4219 15.9175 5.83556 0.0343586
threshold=-0.083083041376572256 -0.053205817585272625 0.2131872149832818 -0.0021624315083399984 -0.42775507630034598 0.01777258180824853 -0.36435399685712727 0.22134640590217616 -0.011891382733508987 -0.22876215185378992 -0.048818319354023677 -0.30643667908926014 -0.10448508428927854 -0.097872042678646951
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 8 10 -10 -1 -4 -9 -14
right_child=1 4 11 -5 6 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.029960753757240294 0.0021299612631582631 -0.013486946492797995 0.3366345704043473 -0.070431318025463943 -0.054403750882206364 0.053597226950474745 -0.00018589421689040712 0.087482291467488094 -0.17444464544893781 0.085083564018152022 -0.088394843588300132 0.050479575051259808 -0.11217586107496597 -0.086437302442642361
leaf_weight=34.497926173069573 191.70461698143117 209.40620627440512 2.0081824428634709 249.00421501349047 197.67331181035843 349.31879857671447 10253.948526816537 2.0925465300679233 3.5977783704292952 136.4594019343931 23.181493989141018 60.720974122406915 0.53106325637782603 22.17156560461444
leaf_count=1634 8947 2602 46 3688 1502 5946 189833 25 91 2097 5373 1537 36 464
internal_value=0 -0.000881572 -0.0265935 -0.0388678 0.000294082 0.0284546 -0.00121133 0.0367333 0.0504069 0.0784168 -0.0176066 0.0596404 -0.0723109 -0.0870394
internal_weight=0 11513.8 503.438 440.709 11010.3 558.725 10451.6 222.532 197.737 140.057 57.6794 62.7292 24.7952 22.7026
internal_count=223821 214101 14218 12635 199883 8548 191335 9720 9195 2188 7007 1583 525 500
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=15
num_cat=0
split_feature=77 106 17 145 109 62 73 169 29 146 44 67 65 117
split_gain=36.5084 89.6787 78.3939 81.9103 80.7346 67.5006 66.8074 56.7647 60.3547 53.2986 51.8284 51.7922 64.09 48.1607
threshold=0.17684680335551053 -0.1294090753797921 -0.29108817266304948 -0.30440961741291872 0.33360054497503105 0.04261124407465338 0.82035400015361082 0.64188588752502518 0.041867416737009326 -0.11799043299709362 0.76380655420604848 -0.023459378093142663 0.37835042194428703 3.764712516481906
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 4 -4 9 -5 8 -3 -1 -9 13 -13 -2
right_child=2 7 3 6 -6 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=0.027225904553168114 0.051090049417301157 0.0073116273440318224 -0.055671928370687296 -0.023991815460336408 0.041064500393599546 0.042190289660494429 0.0039558188122892227 0.03296927392267595 -0.018292211592992234 -0.04659491465521319 -0.0035685803279382508 -0.047966906544212096 0.01633017245926437 -0.031842835606984886
leaf_weight=211.00898551355931 476.99515441893527 1588.3867678518127 105.30000844123606 3131.9605224060797 477.483202860858 960.79347251196305 1176.6811469990644 797.21529013383406 2190.0806862494792 182.30321074783569 756.73173744561791 211.49444881116506 580.64382081362419 82.070821011191583
leaf_count=7604 5084 114672 4642 23764 2746 5995 5027 7815 29999 4341 5824 1226 4507 575
internal_value=0 0.00492365 -0.00571037 -0.0116002 0.0235857 0.0279053 -0.0163594 -0.000912265 -0.00752891 -0.00699061 0.0151763 0.015611 -0.000836623 0.0389155
internal_weight=0 6686.52 6242.63 4891.42 582.783 1354.11 4308.64 5332.41 3778.47 393.312 1553.95 1351.2 792.138 559.066
internal_count=223821 176250 47571 36179 7388 17940 28791 158310 144671 11945 13639 11392 5733 5659
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=15
num_cat=0
split_feature=122 89 35 143 191 166 189 27 17 159 5 135 193 24
split_gain=32.0029 42.9233 36.1608 55.7174 35.7454 58.2302 57.8956 57.8996 53.4524 39.7834 34.4964 33.0799 16.5147 0.0819314
threshold=-0.37145866329449223 -0.013707242202280071 -0.011405101334954634 -0.020519296479550846 0.51323540861080141 0.45346681680237072 39.500000000000007 0.028119274301026679 0.68433174654394957 0.17068987990107384 0.055349849287355049 -0.05769501530803809 -0.0074528023093502855 0.13128641813942601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 8 7 -6 -2 -8 13 -7 -4 -1
right_child=4 2 12 -5 6 11 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.083662163972089393 -0.0038511325451977478 0.0024742021774228299 0.06454078077422315 0.095339339983712912 0.060835908159274588 0.10233338185912531 -0.026317265863993446 0.01075224202224986 0.044124400278376517 0.0043504117302481894 0.29283820064013782 -0.063579857149243107 -0.087696366782101506 -0.093750162608191134
leaf_weight=29.10013934703602 11135.871786271844 111.72474689912633 9.5715992469340545 153.19958360330202 252.35493551264517 12.737491154308371 702.81118018180132 2705.5548919712892 237.18152690681018 1062.4608916139696 2.5498665207996956 212.50019590093143 27.885707902023569 11.13006144762039
leaf_count=1808 179166 944 27 442 1154 1919 1835 9291 5387 7948 21 13522 254 103
internal_value=0 0.0299087 0.0431728 0.056176 -0.000861343 -0.00384776 0.00647214 0.0150251 -0.00285062 -0.00785937 -0.0638458 -0.0541972 -0.0487947 -0.0864531
internal_weight=0 345.162 302.382 264.924 16321.5 11598.3 4723.18 2957.91 11373.1 1765.27 42.7801 225.238 37.4573 40.2302
internal_count=223821 3599 1667 1386 220222 199994 20228 10445 184553 9783 1932 15441 281 1911
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=15
num_cat=0
split_feature=139 100 20 94 151 140 191 188 76 76 139 49 49 157
split_gain=26.213 52.9126 45.9312 42.4609 38.7789 46.714 47.3966 32.7546 38.7116 32.9568 29.5143 35.797 22.1725 17.1358
threshold=-0.39519916627942581 -0.15900028582073386 0.43583590526231103 0.0048894300818825408 -0.32470965660181528 -0.073544794850713732 -0.033333333333333319 -0.1523050104420168 -0.057536988868128712 0.09946044759144973 -0.44856039124475949 0.014775732733796796 -0.3205649418029623 0.94597061979004382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 9 -9 -6 -3 -12 -7 -4
right_child=4 10 13 -5 7 12 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.034185717976440447 0.039323960791581951 -0.074149971579693524 0.16509766886831276 -0.025254892858471989 -0.037317811677965038 0.15200337521562809 -0.025978964970710325 0.010503144289816252 -8.2716440317295455e-05 0.035286412851403132 0.016723668669533228 -0.048937724273909008 -0.053026994770446645 -0.078729278417633192
leaf_weight=209.84133532876149 183.39391142409295 158.68642004625872 23.341595194651749 281.25238896475639 365.04346684346092 5.3629037221544413 282.11373054678552 4700.1095479734067 13035.43309346195 75.440981685140287 140.79933835368138 202.35621160874143 319.87678403393147 3.28838015673682
leaf_count=1710 1821 3072 226 3139 4224 108 2189 41794 149836 848 782 2510 11527 35
internal_value=0 -0.0153491 0.0070797 0.000143715 0.00111052 -0.0205681 -0.000251871 0.00205364 0.00272265 -0.024883 -0.0384877 -0.0219964 -0.0496462 0.134989
internal_weight=0 1019.57 517.724 491.094 18966.8 790.747 465.508 18176 17735.5 440.484 501.842 343.156 325.24 26.63
internal_count=223821 11474 5110 4849 212347 15645 4010 196702 191630 5072 6364 3292 11635 261
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=15
num_cat=0
split_feature=167 62 116 98 19 192 19 115 1 106 9 65 127 112
split_gain=27.5449 63.0942 52.4085 58.9917 45.4062 45.2057 76.1624 51.6021 44.0272 33.1587 22.4107 19.6062 16.4007 14.5117
threshold=-0.023616183269674674 0.20274099328246667 0.23824616027412923 -0.0050963574625698003 -0.55422292126346984 14.873742948330618 0.19924863967629591 0.10019218996679506 -0.29414437152816425 0.98855679250052031 0.32492579498835056 0.32855159615926283 0.03200686115529066 -0.16650771920976223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -6 -7 -4 12 11 -2 -3 -12
right_child=4 9 8 -5 5 7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0022823018811728491 0.070891162247593176 -0.11500965424263727 0.1125782077647009 -0.051100864026202647 0.028190237500529139 -0.015602366966445749 -0.026602799841124715 0.0029489164739545568 0.010283763412226051 0.1141730802623673 0.07749654705669401 0.20802678262588448 -0.050659460000840664 -0.099502868433423736
leaf_weight=757.76158909257606 25.242193711686923 72.20465754926181 45.184688410037779 367.60632459312478 1274.5190068636875 1906.3085941060817 316.72300225647268 7024.6097599741479 611.2160337047535 9.335715956753118 10.095805298071356 17.760861402843148 87.726527276589422 8.5590874464251083
leaf_count=43675 406 5370 251 39574 10207 47362 6289 56122 4862 35 285 85 9084 214
internal_value=0 -0.0106736 -0.00513087 -0.0182291 0.00225724 0.00175585 0.0172842 -0.00101086 0.0173254 -0.0690184 0.0878219 0.12753 -0.0797119 -0.0037129
internal_weight=0 1951.04 1781.77 1125.37 10583.8 10522.2 1591.24 8930.92 656.401 169.267 61.6579 43.0031 159.931 18.6549
internal_count=223821 102851 88362 83249 120970 119980 16496 103484 5113 14489 990 491 14454 499
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=15
num_cat=0
split_feature=115 4 90 44 167 115 1 11 4 105 120 118 163 118
split_gain=30.1978 65.8419 50.9378 49.1982 66.3817 45.1378 44.9081 68.865 50.7605 45.2991 41.2259 36.3453 30.8862 29.2229
threshold=0.037976679648297075 0.0068347413688076642 0.61762164983483081 0.023765831674053602 0.45351786848733228 -0.10027818476262011 -0.15838881208743624 -0.11182986236924253 0.037209422083185763 10.295029461390037 0.072709605345748399 0.76053982825910793 -0.073077607560153829 2.4922656143106745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 -5 8 9 -2 -8 -10 -3 -9 -4
right_child=6 2 13 5 -6 -7 7 12 10 -11 -12 -13 -14 -15
leaf_value=2.0457259428067815e-05 -0.053512842298940003 0.024680877916280645 0.092760911622446651 0.045439538286117111 0.1689361436766505 -0.063823015456112978 0.069891089182010632 0.021182117630195132 -0.10920142514878872 -0.017719338816075347 -0.0060335028394422618 -0.028095277875192028 -0.024412759353836595 -0.15588018311417506
leaf_weight=7857.2565526519029 374.75302332486899 904.18187075496098 125.20174500488793 46.149123514347593 23.334390851436183 209.21863967062382 216.70660323437187 209.56724237438902 40.390358819044195 81.10491977869242 943.90818109401152 152.49669893523969 510.44666360146402 4.9123822911642483
leaf_count=103606 4283 11105 940 818 1807 8084 2007 5179 116 1119 14224 991 69519 23
internal_value=0 0.00233048 0.0243342 -0.000879209 0.000520616 -0.0440775 -0.0102965 0.00558681 -0.0221918 0.0460316 -0.010267 0.0170644 -0.0111419 0.0833736
internal_weight=0 9322.75 1186.79 8135.96 7880.59 255.368 2376.88 1017.83 1359.05 297.812 984.299 1056.68 720.014 130.114
internal_count=223821 127374 13059 114315 105413 8902 96447 77824 18623 3126 14340 12096 74698 963
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=15
num_cat=0
split_feature=90 95 167 124 151 92 75 155 64 30 154 183 16 118
split_gain=35.2577 76.2608 57.5446 49.3247 42.1586 70.7575 59.2623 51.4603 77.7133 68.7507 31.0629 30.92 28.1821 27.824
threshold=1.3270888681175197 1.4720140073579031 0.42187320810473844 0.013843557757430137 -0.11263588960481019 0.019099202534277472 0.00044120477599095324 -0.24891507072628841 1.0965898263315865 9.4368624418731475 -0.3963803458831256 1.1288535092751961 -0.35661515658895132 0.51980461421380986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 10 7 13 -7 8 -1 -9 -3 -4 -2 -6
right_child=1 3 11 -5 5 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.021000401086799014 0.040469636039018292 0.070282011514954487 -0.03884032947289507 0.018718098733527488 -0.064932940299286576 0.035609531878858465 -0.0034490170873632785 -0.0111271126397129 0.081253697881689166 0.022162422225086187 -0.086870100915619877 0.036476061356348718 -0.070394955967102907 0.013166880001165934
leaf_weight=836.14718496405476 24.417475438152906 15.088906080462037 105.21623129065847 567.34374042792479 246.75703668915958 413.41033181802777 6436.5352095896087 801.09925539905635 81.576053626835346 2750.1617809762574 75.575406882911921 113.10058995708823 376.16348104414647 55.961330525344238
leaf_count=14061 308 81 512 3147 85872 5164 49663 17097 289 41410 253 442 1404 4118
internal_value=0 -0.0159277 -0.0411264 0.00777321 0.00157818 -0.00318262 -0.00109174 0.0091979 -0.0119111 0.0146529 -0.0607159 0.000177865 -0.0636372 -0.0504952
internal_weight=0 1276.91 618.898 658.008 11621.6 7152.66 6849.95 4468.98 917.723 3551.26 90.6643 218.317 400.581 302.718
internal_count=223821 6147 2666 3481 217674 144817 54827 72857 14350 58507 334 954 1712 89990
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=15
num_cat=0
split_feature=19 76 95 157 94 16 103 8 155 131 149 76 164 182
split_gain=35.3015 38.6243 60.845 58.0747 51.0251 47.5731 44.333 37.1834 25.6192 30.4313 25.0154 19.1336 18.9371 17.1372
threshold=0.65061435859755667 1.1698677047535997 0.68525542041059795 -0.36425792834285731 0.065036414072489571 -0.46381268144171067 0.44271936092435676 -0.18918385596847795 -0.12403592408495544 0.62822959949995916 -0.50176382306684097 0.31464961521615248 -0.072327718652734213 -0.052120982601192224
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 10 13 -2 -12 -11 -10
right_child=8 2 3 -5 -6 6 -8 -9 9 12 11 -13 -14 -15
leaf_value=-0.11386575503471984 -0.11686280478998923 0.012632619339165757 0.018864404357238365 -0.04523688566647574 0.077289821543509538 0.0026371009957903203 -0.010346482886486026 -0.021872192332665033 0.010879799282939811 -0.10255819818838759 0.078384280180535892 -0.058082627214162109 0.045712829875047073 -0.08834158882669492
leaf_weight=60.47699776533409 11.476861078641376 245.47643985017203 433.3576254012296 209.74214918888174 242.7528203453403 11593.889095266295 3401.4565288179801 160.65750971142552 19.990174627622764 10.989699488040058 42.290674426643818 13.570942254271356 39.845802643540082 134.7215636886649
leaf_count=1252 92 589 2670 1794 623 179098 21429 5010 2897 143 328 67 298 7531
internal_value=0 0.000338347 0.0181647 -0.00204175 0.0447809 -0.000987025 -0.000308019 -0.0470311 -0.0359278 -0.0534653 0.0176046 0.0452312 0.0136594 -0.0755213
internal_weight=0 16347.8 1131.33 643.1 488.229 15216.5 14995.3 221.135 272.886 205.547 67.3385 55.8616 50.8355 154.712
internal_count=223821 212465 5676 4464 1212 206789 200527 6262 11356 10869 487 395 441 10428
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=15
num_cat=0
split_feature=92 122 179 27 76 166 82 9 136 190 164 152 46 112
split_gain=25.8936 27.0142 51.9911 37.7393 32.9197 27.5227 54.3841 30.2168 22.9485 16.8124 21.0938 13.6804 4.64808 4.57584
threshold=-0.12013921675869497 -0.30568416331203002 -0.20360904564396828 -0.029019706331458107 -0.052940912592636162 -0.28478653294392503 0.12148299409056984 -0.1478763033082223 0.063631368304867583 -0.14844533600802282 -0.18608378134062223 0.0083586448427406101 -0.013915403544590062 -0.24432300951644761
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 11 -11 -1 13 -10
right_child=1 5 3 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.02817432193677118 -0.15925608185735846 0.00099864920876486314 0.3750522714305442 0.095190577102081064 0.0263223957681477 0.014059213300806601 -0.060104634768985823 -0.00029519377472039267 -0.30187619163735252 -0.079055956176238951 0.017085828216836043 -0.084313166198131534 -0.08520155147294807 -0.11183255206365816
leaf_weight=13.702410929574397 9.9840078057022748 422.14323050183884 6.6694615578162511 17.361464619112667 224.40945795853258 1603.4518957480032 222.40009660776559 17168.14336753251 2.0551641385536641 27.763180522473704 128.19200388586614 51.246903194318293 37.799799138796516 3.303501359652727
leaf_count=439 190 26772 142 612 7436 17054 7411 159780 12 994 1794 769 375 41
internal_value=0 0.000660785 0.0327795 0.172862 0.0184177 0.000233293 -0.0200851 0.000930946 -0.0308629 -0.0178326 -2.9356e-05 -0.0605816 -0.0975578 -0.184718
internal_weight=0 19674.6 258.424 24.0309 234.393 19416.1 644.543 18771.6 264.063 220.904 155.955 64.9493 43.1585 5.35867
internal_count=223821 219397 8380 754 7626 211017 34183 176834 4424 3996 2788 1208 428 53
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=15
num_cat=0
split_feature=24 133 65 85 60 195 106 94 140 143 52 63 77 16
split_gain=28.3637 63.6799 59.4805 60.717 48.7295 90.6814 53.5326 107.988 52.6796 48.678 82.5248 40.7486 37.7906 37.7378
threshold=-0.033780017104318487 0.039760365256378515 -0.22843315315538365 -0.080487574241758952 0.21970218202875921 0.31331459063104533 0.21186264444430758 0.0080944098739095405 -0.20639996742051234 0.0316305718690841 0.24327262928156193 0.031546766495182892 -0.099465162090928497 0.008874691356870662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 -4 6 13 7 -1 -8 10 -2 -7 -11 -6
right_child=1 2 3 -5 5 11 8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.038716343023858832 -0.032936819164012025 -0.74175007552747729 0.020794146411293148 -0.0038866752202522115 -0.024267294401090982 -0.12482262361175474 0.027619680369137659 0.016949356231502247 -0.0028759333460719573 -0.039801848071537554 -0.16934290916474443 0.033285805459398604 0.0076469794224525815 -0.1826504028636674
leaf_weight=596.15920140961634 177.1970078784916 1.0809152191413876 1189.4863929990706 6151.9584983140812 21.904566629030342 19.252562593006587 1772.9615917764313 838.88513335225389 832.41191762939889 312.8913866760995 59.160200178015657 106.30961959574506 362.11653957109957 48.031034559761792
leaf_count=29498 9923 10 11321 122476 641 181 15909 18602 6995 1817 375 1692 3729 652
internal_value=0 -0.00309155 2.98543e-06 0.000112197 0.00697444 -0.0417857 0.00933372 -0.0061758 0.0178764 -0.028023 -0.0670793 0.0090429 -0.0143473 -0.133043
internal_weight=0 8253.89 7342.53 7341.44 4235.92 195.498 4040.42 1435.04 2605.37 911.365 236.357 125.562 675.008 69.9356
internal_count=223821 149651 133807 133797 74170 3166 71004 48100 22904 15844 10298 1873 5546 1293
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=15
num_cat=0
split_feature=151 124 74 148 154 173 55 134 32 73 55 114 8 96
split_gain=29.7824 40.2678 42.1078 44.4391 44.2601 37.2219 34.3299 46.4608 45.9069 44.0074 43.7763 55.189 50.6364 16.6159
threshold=-0.23721154261161251 -0.27889709445003108 -0.14425955256952819 0.58396397795096233 0.18020035376925053 -0.056051035246536006 -0.013760163848853351 -0.075016050925496833 -0.1343742332905796 0.022165542678177306 0.017199432797801902 4.5722084062230488 -0.25155849505757472 -0.12087405045694553
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 7 9 -9 -1 11 -8 -12 -7
right_child=1 2 3 -5 -6 13 10 8 -10 -11 12 -13 -14 -15
leaf_value=0.037573874881082693 0.094382069591831069 0.026338013964434883 -0.0036704257255343905 -0.046195255924196044 -0.010762813332711042 0.015701164860789405 0.049369651111155127 -0.028167587197592533 0.049219379886437153 -0.12161871899373947 0.056297958040821786 -0.046405904231735823 0.0029171601929043941 -0.089309980796050709
leaf_weight=32.118114323326154 14.616338447493034 938.39594052859684 7213.0811294923969 254.40984630356979 489.16213053766114 17.566028321591148 74.673181437829044 90.165791005128995 511.57809834682848 37.805235814710613 204.23116973630385 309.66561085697322 1368.0317711710668 105.95475764819639
leaf_count=1274 602 14309 136652 4487 9054 821 1354 994 6128 340 3980 2805 18378 22643
internal_value=0 -0.00294297 -0.00211094 -0.0051192 0.0136252 -0.0565199 0.00915189 0.0286582 0.0376237 -0.0484963 0.00245571 -0.0277977 0.00985113 -0.0743762
internal_weight=0 9033.19 8895.05 7467.49 1427.56 138.137 2628.27 671.667 601.744 69.9234 1956.6 384.339 1572.26 123.521
internal_count=223821 188568 164502 141139 23363 24066 35253 8736 7122 1614 26517 4159 22358 23464
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=13
num_cat=0
split_feature=115 170 100 1 178 157 34 145 182 177 26 77
split_gain=33.4754 36.5099 49.9703 62.2098 57.2034 38.6112 120.219 57.7753 15.9531 15.1302 17.5151 7.43304
threshold=-0.19478315630084328 -0.16197278444054616 0.3273377186046515 -0.3452452963595255 -0.22215031405778105 -0.071748039824284765 -0.11508908973776037 0.32900476402637896 2.1256631835189199 -0.22344160083190689 0.040300032749453867 0.017565769892702861
decision_type=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 -11
right_child=1 5 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.084878069740907003 0.16968533269998559 -0.0080382366780422012 -0.084662700326339088 -0.039621865309995674 0.094795877504555648 0.082867670985882713 0.0036105518662890483 0.014188412095918413 0.17155450510487502 -0.011326218881771058 0.055196256830461678 -0.095141945329619781
leaf_weight=15.616486279071976 16.353795181130408 7011.8766187526126 20.311103885695047 107.82451452843088 141.53039796382654 201.4373051648472 3833.2215413278391 1403.5821919267182 3.0970180652075205 12.494800337350169 20.838736452402372 69.069577183918227
leaf_count=4146 552 66425 317 8808 795 1741 117614 9066 10 6464 402 7481
internal_value=0 0.000336355 0.0356608 -0.0120569 0.0722738 -0.000475163 0.0075676 -0.00433114 -0.0524858 -0.058365 -0.00480801 -0.0823023
internal_weight=0 12736.1 286.02 124.178 161.842 12450.1 4034.66 8415.46 121.117 118.02 36.4552 81.5644
internal_count=223821 205318 10472 9360 1112 194846 119355 75491 18503 18493 4548 13945
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=14
num_cat=0
split_feature=109 19 191 58 89 195 131 8 130 31 100 77 52
split_gain=31.4403 30.9867 33.6113 40.4228 38.0464 23.8199 24.2689 10.1994 3.24411 4.74692 0.420766 0.0434132 0.0349942
threshold=-0.42282166213587058 0.65061435859755667 2.3802373788030766 0.3512061713878788 1.9939038610073478 0.19752675078273524 0.62822959949995916 0.62852328279984715 0.21956841819658293 0.39819592148117117 0.257685260604614 -0.0163965457763036 0.19073386064702413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 10 12 11 -1 -10
right_child=1 5 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.081724071586964042 0.00033140105441624928 -0.084488502975287275 0.0028512685099039018 0.057334219265585143 -0.036070778732196114 -0.058839500111134292 0.0096430360899469117 0.20628751442141541 -0.083371183506754709 0.1065746888628806 -0.15022063751587778 -0.088943636405987889 -0.10793530796177012
leaf_weight=36.820628195186146 15400.325523699852 1.5300737396028115 344.66774320555851 225.12279449729249 292.57167006202508 181.43190087628682 72.396471381682204 5.700839638710022 1.6935788900591426 2.2696056962013245 0.96015066164545615 10.76403458623099 0.88198177699814539
leaf_count=9504 198059 173 1438 807 2157 10090 505 4 227 2 7 824 24
internal_value=0 -2.96619e-05 0.000519003 0.0243773 -0.000347266 -0.0342087 -0.039307 0.144759 -0.0768921 0.00113306 -0.0846797 -0.0833572 -0.091783
internal_weight=0 16523.7 16262.7 569.791 15692.9 261.059 253.828 7.23091 53.39 4.84517 48.5448 47.5847 2.57556
internal_count=223821 213233 202461 2245 200216 10772 10595 177 10588 253 10335 10328 251
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=15
num_cat=0
split_feature=77 116 25 103 92 48 71 110 97 174 89 118 173 148
split_gain=26.6308 28.2827 27.1142 26.1027 30.3609 52.6986 35.4003 22.3258 16.1496 21.5868 15.6835 10.2703 10.0276 8.37185
threshold=-0.35914641964089722 0.53193065499416403 0.030064513812159872 1.3517883742140644 0.29732731230754439 10.490782443830048 -0.095998184986305898 -0.56991162183880817 4.024578715242936 -0.089393505762159028 -0.034856003673256676 -0.11930538255122626 0.037777739939405891 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 6 -6 -2 13 11 -10 -4 -5 -9 -1
right_child=3 2 10 8 5 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=0.00058169482374914334 0.01341294119349992 0.60534389947728307 0.22711089370108201 0.032859054691855794 0.023796232045070247 -0.0019612296144160572 -0.002403372516522903 -0.034518582090263122 0.34855051312544183 -0.0059872048379156703 0.0041924703513433531 -0.085885112361759997 -0.092465661994351925 0.20746936223327889
leaf_weight=3.9143559150397778 1563.9384644237289 0.83687533438205619 3.5474006863078094 8.1962168992031348 1455.822452178043 1748.1054755154619 14872.791116806544 48.593234479427338 1.9947414984926588 12.350316867930811 28.613016621151473 65.433227177971276 77.475769504439086 3.9093435900285831
leaf_count=29 17387 8 102 404 15200 16005 170836 207 23 532 617 1650 806 15
internal_value=0 -0.039521 0.0434039 0.000593945 0.000837386 0.00974262 -0.000898466 -0.0599575 -0.0537553 0.0433128 0.0287811 -0.0726669 -0.07013 0.103959
internal_weight=0 166.89 32.9973 19728.6 19640.7 3203.93 16436.7 133.893 87.9745 14.3451 32.1604 73.6294 126.069 7.8237
internal_count=223821 1784 727 222037 219428 31205 188223 1057 2609 555 719 2054 1013 44
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=15
num_cat=0
split_feature=18 62 89 143 115 35 179 5 106 125 106 92 150 137
split_gain=27.103 31.8103 31.4043 79.4881 60.638 50.6615 117.187 50.661 46.6184 29.4343 35.6407 28.4595 15.615 16.167
threshold=0.23464775993768422 0.081896522834112223 0.1351678743518481 0.33331295711797898 0.67070573374783982 0.033230001985854081 0.4702789109480679 1.3092306636206992 -0.1697356307986114 -0.21152316477273889 0.62765845834769474 -0.077514669172481815 0.29180403915509118 0.94418230436472328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 -5 6 -4 -7 -2 10 -1 -11 -3 -14
right_child=2 12 5 4 -6 7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.041801934183698625 -0.090778116898330471 -0.0788729507217895 -0.051977941172276367 -0.034381210394961559 0.013989993860263667 0.024401693539704609 0.044253869423290661 -0.019360910776542176 0.0037591813914305094 -0.13792125220409962 0.044562793434932496 0.024281850943055322 -0.034436114708525124 0.025316102997205766
leaf_weight=228.90595557370762 52.543747432495366 67.160286403403006 339.77462292221571 1081.5677996791765 340.83085441263393 1835.7541398450576 201.64434912729484 309.05965046020719 7171.9906018830225 11.16791681016957 60.388979487179313 344.29261719545457 355.98763439834329 51.880663183052093
leaf_count=1961 14145 715 28426 11112 7869 10892 3444 2701 131123 175 1745 4287 4339 887
internal_value=0 -0.0145567 0.00175134 -0.00118266 -0.0227906 0.0111958 -0.0161377 0.0180957 0.00307162 -8.97102e-05 -0.0237737 0.0191857 -0.0341928 -0.0268357
internal_weight=0 1119.78 11333.2 8646.93 1422.4 2686.23 541.419 2144.81 7224.53 644.755 289.295 355.461 475.029 407.868
internal_count=223821 14109 209712 164249 18981 45463 31870 13593 145268 8168 3706 4462 5941 5226
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=15
num_cat=0
split_feature=157 103 130 157 109 73 58 122 191 20 102 10 17 102
split_gain=28.8312 36.5185 30.632 86.068 52.1548 40.3138 63.1427 52.5885 25.0715 25.7387 22.9625 24.4379 19.0183 18.3152
threshold=0.0034080792639437428 -0.060457783483262389 -0.40028833549035636 -0.38295982563178599 -0.10046581292627443 0.0085883392929059291 -0.21750709311700575 -0.17128357850186615 0.11764705882353001 0.81888489701858047 0.36465381485342935 1.3228296421172836 0.033560639102247776 1.9599277860361612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 -5 7 -7 -4 13 -10 11 -2 -12 -3
right_child=1 8 5 4 -6 6 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.11325307863575923 -0.0085687321223093162 -0.022164710133909908 -0.0047518580148201151 -0.020742037612951843 -0.11820454315119 -0.057797828104398 -0.0012207899499835524 0.017703968185434151 -0.076636689207588593 0.37743441141787543 0.14235420467773885 0.1464765005542806 -0.0055782844679634321 0.53724934541652425
leaf_weight=36.439834315562621 449.51017071703427 258.55486414651568 1654.8766611782776 176.94567183162144 79.608272946483339 204.26429775886936 5754.0123415682174 2819.9898741674697 144.68523396389355 1.2592233882169228 20.131487723387181 10.401167105621424 15.291754201796719 0.5865819692844515
leaf_count=674 45934 51966 23708 3291 1731 1353 56812 24275 12395 310 434 291 613 34
internal_value=0 -0.0172989 0.00133109 -0.0305582 -0.0509845 0.00222663 -0.00316039 0.00939945 -0.0395683 -0.0727189 0.000913109 -0.00506229 0.0784937 -0.0208984
internal_weight=0 900.42 10726.1 292.994 256.554 10433.1 5958.28 4474.87 405.086 145.944 495.335 459.911 35.4232 259.141
internal_count=223821 111977 111844 5696 5022 106148 58165 47983 64705 12705 47272 46225 1047 52000
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=15
num_cat=0
split_feature=96 16 9 149 166 118 189 161 54 181 109 76 157 17
split_gain=33.0796 56.7194 40.0919 62.6551 61.8074 58.612 72.4328 51.7517 49.1649 36.5974 43.7566 28.8691 28.9118 28.8541
threshold=0.97337180167852577 -0.35661515658895132 -0.066841400480252181 -0.32281315561880725 -0.26449888372229463 -0.093321365795286784 37.500000000000007 -0.060940408588435337 24.066216416409269 1.6813276159913018 0.17108887736288139 0.24309566244617559 -0.33442937849282844 -0.42496563657331471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 8 -5 6 -4 -7 -1 10 -3 12 -2 -11
right_child=1 9 5 4 -6 7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.0104771747339149 0.085500274943573068 -0.063822374123145287 -0.04260267472371717 0.014157452237784491 -0.015490735113038055 0.025244699175349286 0.013246821941078719 0.0044095940497045783 -0.081272063102238293 -0.091448131342094258 -0.01692094609325414 0.05373270330112815 -0.14367639204565993 0.015605187112266725
leaf_weight=202.83121661958648 8.4935216903686541 237.09415995224845 513.56810408593265 1281.9479222678765 1557.3411516226661 1565.8320354649768 423.8849627015843 4995.5479683264311 189.9738382079413 26.87656251527369 1235.342394875348 172.5497177913785 15.643181522260418 398.19471817929298
leaf_count=4598 39 1393 30104 39070 33992 14329 12900 74655 3685 91 4879 2235 114 1737
internal_value=0 -0.0117128 0.00202714 -0.00728317 -0.00210449 0.00604001 -0.0173494 0.00938176 -0.044716 -0.0170113 -0.0244731 0.0394039 -0.0630309 0.00883638
internal_weight=0 2094.19 10730.9 3232.09 2839.29 7498.83 937.453 6561.38 392.805 1897.51 1472.44 196.686 24.1367 425.071
internal_count=223821 10488 213333 81345 73062 131988 43004 88984 8283 8100 6272 2388 153 1828
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=15
num_cat=0
split_feature=112 157 83 31 124 192 124 26 88 137 151 158 157 107
split_gain=30.8654 73.1389 86.3945 108.755 69.2359 67.6043 70.5732 84.0829 66.7979 65.0314 54.7954 52.8194 83.1724 49.431
threshold=0.0020693982120177576 0.063734110285144766 0.16186540196388255 -0.0083233952572503659 -1.0000000180025095e-35 16.101424985193031 -0.083534183263118719 0.028594171083777448 0.0010337829916946691 0.47254890703280616 -0.1667161569583081 -0.24634439541320555 0.0149065268902003 -0.048845881890355561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 10 11 7 -7 -8 -4 -2 12 -1 -6
right_child=1 2 9 -5 13 6 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0043677499189926083 -0.015363088545314416 0.0025862349223832667 -0.034400178712494435 0.094202243962969723 0.0015675486443595867 -0.015681389523778379 0.016952612647023094 0.034519569218513416 -0.033808158191998249 0.057725487103980323 0.060717430943450258 -0.053351128888468061 0.53165658277897243 -0.014890547168172058
leaf_weight=263.45493143316708 134.46319494317868 225.17292047558294 263.27388715339475 305.18117712598178 9534.8189103386394 557.23943025486005 371.09459422730288 831.50241056895175 860.09793817399623 108.07886991120176 319.85755894111935 513.7063347096846 2.9269025027751914 2256.8518454740843
leaf_count=2350 1566 12085 5048 3007 65168 37048 9350 14604 16530 600 2222 33968 6 20269
internal_value=0 0.00191737 0.0294035 0.0553048 -0.000106509 -0.00877168 -0.00107731 0.0143762 -0.0185083 -0.00758783 0.0382002 -0.0346133 0.00152188 -0.00158243
internal_weight=0 13147.7 901.707 530.354 12246 3400.02 2619.93 1388.74 1231.19 371.353 454.321 780.088 266.382 11791.7
internal_count=223821 109965 20740 15092 89225 113856 77532 51652 25880 5648 3788 36324 2356 85437
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=14
num_cat=0
split_feature=154 140 1 121 96 186 121 151 76 193 98 108 49
split_gain=25.0308 25.1782 36.3508 33.7487 33.1988 54.7618 47.6302 24.0969 21.8092 10.3358 26.7395 4.63281 3.01771
threshold=-0.47416673193660208 0.58384300121466925 -0.062888642360656277 -0.10923211394801445 0.091381798082647334 15.250000000000002 -0.19900094316268577 0.51359995096030397 0.295110449425598 -0.085854258837454775 0.084360055476107212 1.5634178410948927 0.6858251305302433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 9 10 -1 -11 -10
right_child=1 2 3 -5 5 -7 -8 -9 12 11 -12 -13 -14
leaf_value=-0.053898987588492424 0.022484508500632713 -0.017086027682092272 0.040920392329173313 -0.097151043579806834 -0.082552731263535989 0.0086963716164286369 -0.0030013332595896008 0.034242544796576839 0.11799588020988956 -0.076987792813473843 0.49581859704210873 -0.020125692941262055 0.36401230152167052
leaf_weight=3.4321267055347553 778.65054907149897 531.96178314724966 22.038359832949936 89.993649034644477 66.552058756351471 5588.7170359303709 12591.982901167787 110.45321075068205 0.81677160994149689 70.993505759339314 1.1922354456037281 17.951571119105211 1.279927385097835
leaf_count=91 24271 12416 129 352 547 43159 137367 1985 13 3114 19 324 34
internal_value=0 0.000489085 -0.0174274 -0.0699903 0.00119954 0.00762254 -0.00151714 -0.00826088 -0.0507859 -0.0579332 0.0878271 -0.0655115 0.268176
internal_weight=0 19780.3 754.447 112.032 19025.9 5655.27 13370.6 642.415 95.6661 93.5694 4.62436 88.9451 2.0967
internal_count=223821 220226 14882 481 205344 43706 161638 14401 3595 3548 110 3438 47
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=15
num_cat=0
split_feature=31 163 154 68 151 20 129 44 113 174 27 13 104 20
split_gain=25.357 80.9024 72.7474 34.3703 30.3567 36.579 36.4495 22.1874 27.5052 20.733 36.3642 16.6611 16.2385 16.0042
threshold=-0.15000488931475014 0.27412751765770932 0.27966977988200487 0.43465955611427176 0.16055544562442867 0.027819639391275925 1.0195433351825347 0.15816474447684417 -0.20106972720659089 0.23219811608656146 0.18452874913739728 0.9087739007673975 0.064005303596366969 0.54663212174797471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 6 -6 -2 8 -3 11 -11 -4 -9 -1
right_child=2 7 9 -5 5 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=-0.11851659675875176 -0.0045631152083050663 0.088747662184650022 -0.082467160542129714 1.6286909066257544 0.019323088188585028 -0.0020500680335539044 0.015238046019439131 0.12062848500719547 -0.0703613983242352 0.021707797016360754 -0.086656590501451913 0.093812218602738112 -0.012654809050414726 0.038518563904581998
leaf_weight=33.57378728016738 7711.4315036293156 24.518477847392205 144.91761365075945 0.11693262925837089 1688.6520809685535 1522.8833130387065 1057.0622427100934 78.351114118879195 19.510651558011887 77.940503945108503 51.382034374782961 5.5676662332698461 10.348328567401039 8.0450916728150315
leaf_count=6926 124299 142 34510 8 18009 17735 15092 242 2013 530 1146 173 105 2891
internal_value=0 0.0380872 -0.00030685 -0.0833509 0.000870396 0.00918812 -0.00217604 0.0762728 0.0182416 -0.0507109 -0.0213472 -0.0759452 0.105079 -0.0881611
internal_weight=0 174.464 12259.8 41.7358 11980 3211.54 8768.49 132.729 44.0291 279.808 129.323 150.485 88.6994 41.6189
internal_count=223821 12327 211494 9825 175135 35744 139391 2502 2155 36359 1676 34683 347 9817
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=15
num_cat=0
split_feature=64 52 34 145 131 139 107 84 197 108 167 73 157 126
split_gain=31.324 52.405 72.1324 73.5057 61.0661 48.7799 47.8322 56.4519 57.6671 45.0064 54.4494 44.0711 41.5634 36.988
threshold=-0.019200122305639004 -0.060287098118183925 -0.060029534608889601 -0.40405994567532727 0.33401424705685118 0.23413909005498965 -0.21178005168320238 0.045185525214516783 1.3468648370922196 1.7550368618173875 -0.23330987280218321 0.081279569078626657 -0.45154636562496431 0.9939865320656639
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 12 -9 11 -11 -8 -2 -7
right_child=6 2 3 -5 -6 13 9 8 -10 10 -12 -13 -14 -15
leaf_value=-0.01369483842341266 0.06776477991842482 -0.0058396960512519594 0.079992124277762172 -0.026099049677919969 -0.28787861176176643 0.052691744102993571 0.0088977161269280219 -0.033587174336268816 0.097539142696839679 0.053711331219952224 0.0049980559936856662 -0.0071470617712938132 -0.0016328688901180691 -0.31939797229221956
leaf_weight=281.06703448270127 98.967015396337956 12.985512535269665 69.381627077847952 1112.1486339419153 18.77820041947416 228.22739682765678 4363.6451167526111 941.87196176681755 34.777225555415498 402.05583747418132 534.49428364096821 2817.1502550542564 674.39473060088494 2.7032040841877452
leaf_count=7566 1150 665 2802 53005 77 4816 75104 13811 978 2455 10913 44992 5471 16
internal_value=0 -0.0125455 -0.023867 -0.0198692 -0.172577 0.0142835 0.00205943 -0.0129356 -0.0289179 0.00529219 0.0259104 0.00260307 0.00724794 0.0483362
internal_weight=0 1725.29 1213.29 1181.53 31.7637 511.998 9867.36 1750.01 976.649 8117.35 936.55 7180.8 773.362 230.931
internal_count=223821 68947 56549 55807 742 12398 154874 21410 14789 133464 13368 120096 6621 4832
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=15
num_cat=0
split_feature=183 117 25 133 13 187 167 118 118 88 116 158 26 178
split_gain=33.1228 39.9696 59.4943 57.0931 63.3112 50.7948 48.9573 28.0657 24.5416 24.5151 24.3239 21.1109 12.4884 0.175405
threshold=2.4880863322571334 8.7260290048178213 0.08007428805264992 0.53760415764799296 0.33835526463485827 0.32396781696721594 0.10593178758021456 1.2475248439362827 9.9882129736265295 0.011633078747302511 0.10705291567013801 0.39915126994992983 0.1648766640388746 -0.0065782316229811783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 -3 -1 -4 9 10 -2 -11 -10 -14
right_child=8 2 7 4 -6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.0020563258737247144 -0.027068816232564259 0.1207605470140156 -0.002676583520224235 0.017804136904336524 0.12739160939115984 0.030340467344155242 -0.013284457609427295 0.046526528035317045 -0.17618245110171932 -0.032924101528124847 0.041900940660803299 0.032653123436089386 0.049279136303124089 0.08648958998495361
leaf_weight=6960.5322945210955 94.248317509525805 89.776657500227884 686.10879278658103 682.8980146588583 57.128081886330619 201.73668626368453 2967.0368161909664 139.49907638187869 1.9525367319583917 721.59061458031647 111.78232372691855 52.67436272604391 1.3255259692668975 28.59891700558364
leaf_count=134350 556 2891 4589 8664 154 779 67330 702 3 3074 300 141 4 284
internal_value=0 0.00135344 0.01935 -0.00053117 0.026264 0.0581869 -0.00252855 0.00563703 -0.0174973 -0.0203052 0.0103509 -0.0284628 0.068853 0.0848413
internal_weight=0 11784.7 1117.12 10667.6 740.026 291.513 9927.57 825.608 1012.17 980.296 206.031 774.265 31.877 29.9244
internal_count=223821 219459 8961 210498 8818 3670 201680 5291 4362 4071 856 3215 291 288
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=15
num_cat=0
split_feature=152 182 151 34 32 44 73 66 170 59 9 7 121 115
split_gain=32.0892 55.8862 48.262 45.349 67.192 59.3165 45.1942 54.4124 43.8996 129.107 43.2525 40.8302 31.0311 29.0445
threshold=0.19828832678154715 1.4923675011263631 0.4917945075064869 -0.018988106115098078 0.13973161478595544 -0.046605622993928141 0.22383127370991859 1.9512816275467375 0.10290830138911096 0.14942456506795784 0.099376568773664659 0.30984869303850232 0.20206155272700657 0.19804689616708374
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 -5 -1 7 -4 9 -2 -10 13 -13 -3
right_child=1 11 6 4 -6 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.0015132816655609362 -0.016904909638795481 0.028663722628027851 -0.00033297810226656267 -0.017004655027429993 0.0041694482990817482 0.016264025496447534 -0.018773416615913526 0.19950156679200215 -0.057725212932530023 0.062645494836673879 -0.0080236576521236815 0.11683954728764934 0.021568127677122285 -0.073972306516095085
leaf_weight=4233.0424300923041 1532.5005030341017 76.22659657150507 21.450630972904037 2692.7794700241466 3379.6073270401321 3372.0737326897506 33.604654911527177 37.35195982120058 396.09344767780567 235.34670203669521 313.81837233381884 71.877460897434503 65.19943225197494 43.196020299568772
leaf_count=38362 43078 160 337 52477 46295 23922 274 479 6672 3152 7797 188 492 136
internal_value=0 -0.0101497 0.00171045 0.00122384 -0.00522014 0.0063691 0.0737362 0.126604 -0.0147496 -0.00631467 -0.0357545 0.0342846 0.0715245 -0.00846047
internal_weight=0 2734.26 13769.9 13677.5 6072.39 7605.12 92.4072 58.8026 2477.76 1767.85 709.912 256.5 137.077 119.423
internal_count=223821 61675 162146 161056 98772 62284 1090 816 60699 46230 14469 976 680 296
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=13
num_cat=0
split_feature=157 151 112 76 2 112 155 1 13 146 151 115
split_gain=24.6372 24.7717 29.3975 52.2421 34.5102 26.7238 35.6364 32.3065 2.38277 1.42268 3.93934 0.526167
threshold=-0.50187659968875031 0.74199974470850305 0.45541359026687861 0.14509554714899744 0.20346061323387324 0.15729104145082315 -0.095177519826236304 -0.27887939452421223 0.34434361597232738 -0.38083335791447598 -0.036067651666208921 -0.24775441251823116
decision_type=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 -11
right_child=1 5 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.058904157086950876 -0.0011439971548630966 -0.10441405013201939 -0.0079020489074548821 0.014131362224226321 -0.055339424224518347 0.41119239443375771 0.057243697400627638 0.019148897921411834 0.078810756208139113 -0.023248297513219725 0.19834809418121707 -0.081713085286337736
leaf_weight=4.2590949806617573 15109.721774693273 23.176353440852836 1507.1472473161703 2628.3836013262044 170.7304426478222 2.9196836380287996 110.53607914957684 243.19904982968001 1.0464230775833119 1.598564681917195 0.6919689149945033 41.549629838758847
leaf_count=2116 159401 102 18489 29217 916 52 1934 5705 5 159 120 5605
internal_value=0 0.000417492 -7.72824e-05 0.00111946 -0.012729 0.0257091 0.0663523 0.00839814 -0.0704736 -0.0737213 -0.0229502 -0.0795471
internal_weight=0 19795.8 19416 17738.1 1677.88 379.831 113.456 266.375 49.1457 48.0993 4.95106 43.1482
internal_count=223821 215816 208023 188618 19405 7793 1986 5807 8005 8000 2236 5764
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=15
num_cat=0
split_feature=145 176 157 23 181 29 193 155 101 133 128 139 115 157
split_gain=25.6153 30.0644 56.7994 47.2026 26.9772 73.0038 58.3697 25.6517 5.93511 6.26451 13.57 1.67085 1.45577 0.00252147
threshold=-0.26740466006366376 -0.11184810736707819 1.0509350814473042 -0.033805404253853429 -0.064919186160877482 0.053760117853435339 -0.025622080157793912 0.063808165332238986 -0.09051878959893335 0.039760365256378515 -0.32094032481009221 -0.22769469829416702 0.11173712290874498 0.16180780328679709
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 10 -10 -11 13 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.082960771060171551 0.06981611285492996 0.014971775671569111 -0.0044011632216995958 -1.4657269168049474 -0.024396250737454335 -0.026003900597855529 0.00011429687854041889 -0.074853056124059195 0.75870015314439576 -0.13873519580130356 -0.016561017685464571 -0.087257840865454461 0.08332696764552204 -0.096989930257109155
leaf_weight=0.4260716487133317 113.30699581956924 2549.7418326642983 0.4332516342838062 0.45127862885419645 1104.8612530712953 524.19392652390707 8054.5958650102757 13.743048878634907 0.23634262044015475 7.9855622213799498 5.0516124040696004 29.965894915544595 2.811192998662591 0.18319636613159673
leaf_count=322 4642 35234 138 8 14530 6641 112438 14618 23 62 5153 29966 39 7
internal_value=0 0.000382467 0.0486076 -0.749955 -0.000121862 0.00798425 -0.00284229 0.0541672 -0.0738504 -0.0838814 0.0180889 -0.0980895 0.0529557 -0.0871791
internal_weight=0 12361.3 127.935 0.88453 12233.4 3073.94 9159.46 127.05 46.6599 43.2394 5.28796 37.9515 3.42046 0.609268
internal_count=223821 188249 19406 146 168843 41875 126968 19260 35572 35204 5176 30028 368 329
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=15
num_cat=0
split_feature=44 38 34 74 115 45 52 60 136 10 151 38 95 29
split_gain=29.599 41.3862 59.4142 67.0964 47.8564 52.9806 51.3624 39.5313 35.4429 43.7729 39.0532 25.528 22.6107 48.1913
threshold=-0.12613775151830398 -0.083887009663765957 -0.16580973751276193 -0.13736242720528799 -0.13395081009318616 -0.11468240163338607 -0.017994874689519973 0.050087647165748019 -0.1764214341419359 -0.32969960425168565 -0.33042663524101235 -0.10286865833915056 -0.054271727530979329 -0.0030720771935844062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 -4 5 -3 -6 12 9 -9 -10 -2 13 -1
right_child=1 4 3 -5 6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.0084025638046051621 0.12070061248814788 -0.027155782654000017 0.046109203799936355 -0.057768264472099179 -0.01261003390496516 0.024551572867299712 0.0036212660377637758 0.0063816152930019163 0.057992779656206306 -0.1034651961608591 0.0065712045906941548 -0.059077725002276205 0.080820136473943135 -0.8184754592730773
leaf_weight=13.856582356471334 34.606771371574723 237.27263958919502 74.199832512575085 383.87476881781186 3594.7706588889232 1202.0500032515483 4259.8170407885809 88.485020362859359 166.47176001773914 61.484142914683616 1309.439613264316 10.234270881686824 112.3686197551433 0.77547843521460791
leaf_count=598 510 2797 1196 4741 47874 16349 127313 2010 1861 727 14309 89 3394 53
internal_value=0 -0.0022474 -0.0301881 -0.040942 -0.000735466 0.0160276 -0.00380723 0.0118619 0.00766475 -0.0386532 0.0123712 0.079669 0.0655942 -0.0513353
internal_weight=0 9796.83 502.916 458.075 9293.91 1439.32 7854.59 1752.88 1625.88 149.969 1475.91 44.841 127.001 14.6321
internal_count=223821 200869 6536 5937 194333 19146 175187 22952 18907 2737 16170 599 4045 651
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=14
num_cat=0
split_feature=134 96 191 16 118 122 21 151 193 14 171 102 96
split_gain=32.5518 39.5693 49.687 44.5962 31.0837 39.3293 32.2026 29.4161 16.0783 13.7828 9.26597 6.53238 5.00529
threshold=-0.040367847619797954 -0.0021003085997188353 -0.076898437884984919 -0.20858191303049853 0.0061834468210204248 -0.25736623088954097 0.10227690053402556 -0.4868198124476682 0.82564184711537558 0.64619196369435794 1.6770214213958001 1.7645556207350284 -0.10288375906802337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 11 10 -10 12 -1
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.021466663301252648 0.088571312494359428 0.12205806527746216 0.011426050665827569 -0.0033099359883739391 0.017220519235209484 -0.031553787664010492 0.064187415356484173 -0.034147938711075888 -0.074876558703855969 0.12658270390254034 0.062119666978394494 0.083491883016157939 -0.07150444070163553
leaf_weight=6.1115999952144184 31.962053467133956 12.33466914272867 2721.7523044074769 8367.2907672591318 586.01727237780142 185.07426597756603 194.4164389582038 532.89472727290558 13.281643591719336 8.5391443725675327 7.8582158992066971 2.97285515628755 110.29633225984799
leaf_count=2172 2036 142 24213 67616 18530 26766 5718 15284 392 17 28 8 60899
internal_value=0 0.000496662 -0.00114215 0.000306941 0.0196114 -0.0138635 0.0289206 -0.0306141 -0.0465095 0.0193596 -0.0239516 -0.0628851 -0.0666233
internal_weight=0 12631.7 11634.3 11089 997.47 217.036 780.434 545.229 149.06 29.679 21.1399 119.381 116.408
internal_count=223821 160305 107255 91829 53050 28802 24248 15426 63516 437 420 63079 63071
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=15
num_cat=0
split_feature=175 73 7 24 148 134 10 126 46 77 194 170 95 110
split_gain=29.448 61.2479 42.397 51.3167 51.4982 40.0611 66.333 46.5799 25.6247 43.1198 21.0049 18.8717 3.52864 3.80973
threshold=0.17662614738387947 -0.31974008040208196 0.14223020574038134 -0.068654737842840416 -0.52751194663195433 -0.076635326676512364 -0.26877031244770405 0.92153090769934576 -0.031829998647760656 0.076850033122913344 -0.09271664296505365 1.0283038470114043 -0.010389637861912627 -0.2688550439255229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 11 -5 6 -4 -7 10 -10 -3 -2 13 -1
right_child=2 8 5 4 -6 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.088979565946511394 -0.063378030222142293 0.36233507257516501 -0.030717122979776475 -0.057046125493558877 0.017679933178856935 -0.0093411283007603946 0.042710040951016166 0.0028857407972115393 -0.054527549417558302 0.0050980617408406962 -0.075669353832573172 0.11929659438179337 0.10526133447933222 -0.063030861039920005
leaf_weight=4.0468146255007005 107.57420000284037 1.1054422442975909 168.31030770626967 95.771106665779371 2490.6319003882381 5983.4784305011744 457.33105335141954 6501.1480443706823 205.07982771957177 296.83948025832069 114.52284148098261 5.9690971190575501 37.139115483500063 2.7822368306806311
leaf_count=15 4786 13 4676 801 18819 110018 26937 50718 2635 1514 2732 16 57 84
internal_value=0 -0.0209224 0.000613268 0.0120243 0.0149129 -0.00173674 0.0229566 -0.0029742 -0.0290415 -0.0192644 -0.0714819 -0.0537746 0.0931135 0.0270487
internal_weight=0 661.516 15810.2 2699.95 2586.4 13110.3 625.641 12484.6 617.548 501.919 115.628 113.543 43.9682 6.82905
internal_count=223821 7050 216771 24422 19620 192349 31613 160736 6894 4149 2745 4802 156 99
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=15
num_cat=0
split_feature=8 136 139 106 176 149 87 129 87 34 80 99 31 151
split_gain=23.8952 45.4706 76.1369 71.5341 47.4398 105.189 45.4105 35.4146 101.551 102.075 88.5443 44.7927 54.9913 52.116
threshold=0.31573944079751853 0.005992916856469444 -0.20776877908994976 0.44557115711060757 0.11835134202398191 -0.59826339292725705 0.024632479644136358 1.0150953523475443 0.048826578958400806 0.19281286695212965 -0.11001504418868023 0.019690107635125222 0.37534718226361635 -0.36110687634884991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 8 10 -10 -1 12 -9 -13
right_child=1 2 6 -5 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=0.1023305001010338 1.1868843673078939 0.0075296377397683096 0.010315082336801076 0.074917200035654621 -0.040507720478082335 0.033759268466485588 -0.023013490016480891 0.018529026938854314 0.025105198607234005 0.12132032681548229 -0.0024005256385042093 -0.048405314345429808 -0.032802246330297956 -0.0016934641177666369
leaf_weight=84.221383256430272 0.80031960108317335 985.23219540977152 567.36429173219949 187.50650194613263 575.26538114587311 68.488512565934798 1462.881371000396 1934.399598495118 441.70215312379878 146.94715855800314 1944.7083983287157 244.17239335169506 233.94410577137023 10948.057769153533
leaf_count=934 18 5874 3591 5556 5952 717 15917 17547 4782 1322 23848 6507 4051 127205
internal_value=0 -0.00685851 -0.00198181 0.0183041 -0.0310923 0.0470784 -0.0136996 0.00191988 0.0125562 0.0491238 0.00194689 -0.00016397 0.0129909 -0.00271254
internal_weight=0 3847.54 3202.98 1172.74 644.554 69.2888 2030.25 15978.2 2617.58 588.649 2028.93 13360.6 2168.34 11192.2
internal_count=223821 37625 30938 11430 6687 735 19508 186196 30886 6104 24782 155310 21598 133712
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=12
num_cat=0
split_feature=134 195 195 109 148 70 154 97 179 95 186
split_gain=24.9014 24.4301 33.6143 33.2143 27.7024 14.7096 25.6025 9.39859 7.30095 4.55289 4.10982
threshold=3.7025232817680718 0.15008793528703659 0.18302900411398265 -0.27928946830616663 -0.032889842480232835 -0.072365922629380158 -0.096419144843673352 0.94862302728500625 0.062449030101599919 0.35780240452247003 524.50000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 8 -7 -2 -1 -9 -11
right_child=7 2 4 -5 -6 6 -8 9 -10 10 -12
leaf_value=-0.091160639061334925 0.079583416448034364 0.037777032320338022 -0.0050640843404605937 -0.073553458766089236 0.0046023913509076631 0.061447700225448126 -0.054138528239094624 -0.35039709554931986 0.098997649244494931 -0.091114227968574824 0.15737345211384571
leaf_weight=2.1192718811289515 3.5162645927339318 35.038765137127484 5221.0866705913959 113.93547988221326 6860.0661971048557 51.946191426479118 30.365197094292171 0.66606422886252303 42.697695086157182 37.067264861958392 0.67777014448074524
leaf_count=340 35 339 95590 2266 121204 722 1152 2 444 1722 5
internal_value=0 0.000296006 -0.000157317 -0.0473685 0.000424851 0.043907 0.0188072 -0.0769007 0.0900056 -0.0912257 -0.0866522
internal_weight=0 12357.3 12230.1 148.974 12081.2 127.128 82.3114 41.9274 44.817 38.4111 37.745
internal_count=223821 222057 219399 2605 216794 2658 1874 1764 784 1729 1727
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=15
num_cat=0
split_feature=173 173 34 146 77 28 74 68 34 173 191 8 125 115
split_gain=29.0868 67.6368 73.776 63.8332 58.63 92.6306 54.4998 44.0897 61.8513 61.0497 51.8488 45.2169 43.1347 38.8821
threshold=-0.054519892985922927 -0.032710173632528212 -0.018988106115098078 -0.13591403348712891 0.17162071132337883 0.03679720401933468 -0.015918875443241932 -0.054820278155270866 -0.02591402858957197 -0.094329413471621229 0.39586388074291351 -0.35584442976490704 1.0274569009191472 -0.15581550337471736
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 9 -1 12 -10 -9 -12
right_child=1 4 -4 -5 5 -7 -8 10 11 -11 13 -13 -14 -15
leaf_value=0.012473612520665133 -0.06113762971534157 0.0078885740690798206 0.010625338425138582 -0.0048794745383025657 0.071515898641937622 0.0050083966942232744 -0.017673439152687234 0.032115895790713639 0.039093382357552775 -0.023960955824921693 0.089214539193242556 -0.03405799232759351 -0.085877813283166626 -0.015136571917539657
leaf_weight=2443.9267152667526 573.58271117787808 1514.3407934329052 394.92838602246047 311.06388019863516 266.06659608291375 983.58329823542954 1856.7302729100147 1226.3149385770739 95.766772595867224 566.49403559920393 38.413486097415444 718.2374467019763 31.784995099864318 506.82427217146324
leaf_count=29648 3228 53367 6931 4784 3453 21870 61295 17827 1971 6053 321 10105 98 2870
internal_value=0 -0.00496648 -0.0253124 -0.0413559 0.00066772 0.0191687 -0.00619056 0.00508248 -0.00099545 0.00561744 0.0179723 -0.0254518 0.0291349 -0.00778475
internal_weight=0 5900.3 1279.57 884.647 4620.72 1249.65 3371.07 5627.76 3824.42 3010.42 1803.34 814.004 1258.1 545.238
internal_count=223821 154928 14943 8012 139985 25323 114662 68893 47777 35701 21116 12076 17925 3191
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=15
num_cat=0
split_feature=68 81 0 35 158 59 48 51 100 163 84 84 169 28
split_gain=32.5153 31.3728 72.7888 43.5593 45.7588 39.3099 38.4266 31.9135 27.8684 20.3839 13.9996 12.2252 11.6966 11.5922
threshold=-0.16783590994795561 1.117140488126698 0.54998891279265738 -0.055008394090090569 -0.51717485057444401 -0.11468672415062443 7.188615746320175 39.960920520935538 0.97078782456543533 -0.18153550453015935 0.012055319910498135 0.011924415301148662 0.43458516776594169 0.93577440591919958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 -2 -4 -5 10 13 11 -1 -11 -10
right_child=1 3 6 7 -6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.028869228247555112 -0.038094227908922473 0.077287243305722703 -0.0095623837949948137 0.018433241672486732 -0.047198979178786085 0.056259050771468699 0.0042697458025239676 -0.01721503367719554 0.066447992422415156 -0.12762630759724955 -0.089930580955130443 0.57030793972604554 0.05421490831763779 -0.096841684094500377
leaf_weight=5.2301476442207777 50.558642968622735 31.71041956031695 2674.7859497494119 447.24695164467266 429.01330301971757 348.66621687237421 8061.7555960669397 572.69920269139402 36.105089580523781 13.527610754361378 87.400521093300995 0.45315246865720826 4.789803694933652 4.9427873622626057
leaf_count=919 434 239 67165 2696 2976 3478 138797 2745 178 47 4079 19 29 20
internal_value=0 0.000564419 0.00238277 -0.013111 -0.0386309 0.04431 0.000823758 -0.00158325 -0.0458967 0.00764155 -0.0800413 0.0720403 -0.0800768 0.0467854
internal_weight=0 12616.4 11135.8 1480.67 460.724 399.225 10736.5 1019.95 152.449 59.3653 93.0838 5.6833 18.3174 41.0479
internal_count=223821 218530 209874 8656 3215 3912 205962 5441 5291 274 5017 938 76 198
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=15
num_cat=0
split_feature=122 20 137 146 68 68 14 68 23 178 157 176 154 82
split_gain=33.8207 38.6475 32.6924 30.9021 30.3475 49.9666 102.621 74.9079 29.6707 25.9359 23.4098 18.5792 17.5937 6.99218
threshold=-0.37145866329449223 -0.19345035918826978 -0.079816385390871977 -0.27102171977324258 -0.18708626008597098 -0.097446925912865037 -0.21478739762277413 -0.07243764282400196 -0.33934839708118364 -0.080471219757922027 -0.15578100430189415 -0.35003613633823499 -0.31520651628892721 0.2210637347037657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 -4 9 6 -6 -7 -3 10 -2 13 -13 -1
right_child=4 2 3 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.088324035236357484 0.015642968958514202 0.083912277259517887 0.079422058063332426 -0.059676232312947608 -0.043816609596190076 0.020937675305449634 0.011174274803193321 -0.0021837918098853945 -0.053622911281313891 -0.10796656854268699 0.091645937783586234 0.10698906469291949 -0.096287470704161451 0.11509049717802787
leaf_weight=2.1176015246019224 88.151450236764504 22.805265096976655 184.48424005246488 17.485227794852108 771.10721266758628 1570.8314798580031 606.08281004220771 12974.611505468183 50.242939482763177 11.013691265892701 75.011608635555604 4.7776533431606358 39.129178732910077 8.3656909409910423
leaf_count=111 901 175 804 197 11140 15459 9469 181912 1445 183 1158 8 849 10
internal_value=0 0.0314122 0.0466448 0.0673798 -0.000956383 -0.00141051 -0.0196159 0.000313205 -0.0106851 0.0405585 0.0505841 -0.0456097 -0.0741683 0.0740012
internal_weight=0 329.408 275.018 201.969 16096.8 15922.6 1377.19 14545.4 73.0482 174.177 163.163 54.3901 43.9068 10.4833
internal_count=223821 3599 2621 1001 220222 217980 20609 197371 1620 2242 2059 978 857 121
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=13
num_cat=0
split_feature=131 136 9 59 15 84 109 44 56 140 140 176
split_gain=23.9187 33.5237 31.3254 28.0047 26.3272 30.3892 30.8166 30.7432 24.676 33.1615 24.4994 23.5768
threshold=-0.49450891641296418 -0.1880571122219459 -0.097900941120123083 0.780453771417424 1.7669523049654656 0.27295141896696473 -0.37812509495088736 0.15298580899186617 0.91355209092367717 -0.33793902996644865 -0.40400623954355869 -0.043467417844733583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 8 6 -6 -7 10 -10 -2 -3
right_child=4 2 3 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=0.59734914328606881 -0.032899094806333393 -0.01219347035261689 -0.035350499779368799 0.029697570205547925 0.027033559207028393 0.070504482712718378 0.0025142758572869162 -0.019584965196206255 0.15021373114602157 0.016982922408499967 -0.0024399868121592395 0.13529609648930194
leaf_weight=0.88035454833879967 271.11962384404615 21.62705667631235 486.2109020110147 76.614540296868654 548.99674798996421 133.60200858869939 7729.1966283367692 52.868726832501125 20.022982824593782 278.97160027708742 10158.13679264002 21.726568419544492
leaf_count=18 2918 713 7142 2524 6027 1353 84503 494 441 3324 114094 270
internal_value=0 -0.0192911 -0.0201866 -0.0264958 0.000870058 0.00503963 0.00414036 0.0449621 -0.00241976 0.0259051 -0.0032318 0.0617206
internal_weight=0 607.059 606.179 562.825 19192.9 8464.66 8278.19 186.471 10728.3 298.995 10429.3 43.3536
internal_count=223821 10667 10649 9666 213154 92377 90530 1847 120777 3765 117012 983
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=15
num_cat=0
split_feature=166 45 154 82 127 20 118 96 135 181 112 110 131 10
split_gain=25.7458 51.2873 49.1258 49.5501 37.2379 32.2959 53.0081 46.4634 24.2525 36.0662 21.0954 45.4876 18.7117 15.4592
threshold=0.15178880448991031 0.91369437444720214 0.10768108009794135 0.24351823444578757 0.56902897518086737 -0.24044421963902682 -0.24105729456245731 0.27882774554187839 -0.015509909059267407 0.009898053683708016 -0.026557704384542632 0.43435414368437136 -0.20888896091621226 0.13073239406664913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -7 9 -3 11 -6 -10 -12
right_child=4 8 -4 -5 10 7 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.0059999860229172355 -0.13256055233675212 0.078852294297877976 -0.074170725021842562 0.016130239417772207 0.075351400027359378 0.0051009712157627368 -0.0073841774043348577 0.032675602959799543 0.023990827647175576 -0.24032455027242641 0.19483743831989797 -0.26272725194242447 -0.057944091961971769 -0.081697388326730708
leaf_weight=4916.4760048396602 35.540955090196803 4.70572311547767 94.299508539163071 1273.9023432516387 25.199724003119631 4341.9553180610965 702.57320131413871 711.15586972388701 34.309411852154881 14.294566057651535 2.0701618920138563 4.7261599972844115 148.56301557006009 86.124641187489033
leaf_count=81072 938 271 55404 21618 164 42949 8293 9518 416 113 133 19 1880 1033
internal_value=0 -0.00413073 -0.00253708 -0.00144586 0.0049939 0.00612761 -0.0134115 0.00898172 -0.0537443 -0.161275 -0.0505895 0.021959 -0.042572 -0.0752064
internal_weight=0 6486.55 6284.68 6190.38 5909.35 5791.23 738.114 5053.11 201.873 19.0003 118.121 29.9259 182.872 88.1948
internal_count=223821 160774 158094 102690 63047 61698 9231 52467 2680 384 1349 183 2296 1166
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=15
num_cat=0
split_feature=151 92 169 23 132 76 163 132 68 92 109 75 104 193
split_gain=27.3065 34.477 61.2317 33.4548 31.3748 31.5013 30.927 35.7645 28.6542 25.359 24.812 19.0683 9.99033 9.43045
threshold=0.32692496653344655 0.91612864809465921 -0.23183319749269157 0.42740589074135116 1.2735093278149898 -0.15344521504131259 -0.059516888872870509 0.18854820912651499 -0.25799111385452006 -0.1013226133772463 0.05116120177629898 0.034847085372924573 0.069631768824789469 -0.0097868300188088918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 9 -9 -2 11 -8 -6 -12
right_child=6 2 3 -5 12 -7 10 8 -10 -11 13 -13 -14 -15
leaf_value=-0.047366107559414242 0.10652963064024833 0.68816515235281828 0.094473064905814197 0.015218490164774499 0.12784673074491132 0.0002725270209926718 -0.016441274350989254 0.45345834297768467 0.050719550621760881 -0.023111254003526177 -0.013484656251707958 0.22665581426362477 0.039551153128888863 -0.072352135159511735
leaf_weight=140.73624325536366 16.06246931134956 1.404517089948057 62.380254409465124 364.33468805562006 22.340766846435145 10123.125415137092 186.73977470330283 1.8048867788165797 83.314943473335006 248.84817540188669 32.519979172313469 3.2833792299061306 30.052300035429653 166.76683090239385
leaf_count=17215 247 12 828 8033 207 156553 25327 13 806 2661 2939 201 594 8185
internal_value=0 0.0011673 0.0289742 0.0268045 1.33279e-05 -0.000380685 -0.018701 0.00286853 0.0592593 -0.0152507 -0.0380943 -0.0122408 0.077201 -0.062746
internal_weight=0 10744.4 428.119 426.715 10316.3 10263.9 739.34 350.03 85.1198 264.911 389.31 190.023 52.3931 199.287
internal_count=223821 183442 8873 8861 174569 173768 40379 3727 819 2908 36652 25528 801 11124
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=15
num_cat=0
split_feature=174 164 89 161 158 158 64 122 70 17 64 91 19 55
split_gain=31.8442 40.2697 79.4151 61.2224 52.5707 48.0659 127.741 73.1814 39.0862 38.5366 27.9826 22.2578 5.4309 5.20907
threshold=-0.21639144216034137 -0.32414441063028782 0.063592889229651922 -0.52985096728924452 -0.20021830974047869 -0.27240116796029462 0.6754959096098555 -0.25332638553235026 0.84840579854207798 -0.23859741876725507 1.3010710657794951 0.049504434221502677 0.7780203959101738 1.685774368833153
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 13 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.095581778466835063 0.98731911941601569 -0.025790164432436893 0.050093480251893412 -0.059611451168122033 -0.055737365886329576 0.068710751682818136 0.01393247001605242 0.0019989212265266901 0.22146206943500554 -0.0075355469325552801 -0.12408713544316466 0.036692568140872565 0.039521983445538811 0.074826809651092688
leaf_weight=86.741960387789732 0.56151450964352889 2131.9117303504536 496.63399594883958 106.3706837944701 51.836599573958665 167.78398111907518 1305.2032786209602 8239.0242000834769 7.5553415662143371 68.721299796830863 29.417010153410956 47.558038558810949 3.2520216622087892 1.831693579442798
leaf_count=6392 473 20242 3648 17341 284 2844 8092 163754 19 247 69 186 190 40
internal_value=0 0.000592228 0.0247212 -0.0541139 0.0400913 -0.000742991 -0.010706 0.00333036 -0.035806 -0.00489311 -0.0424719 0.0620221 -0.0873978 -0.0920577
internal_weight=0 12499.3 655.403 106.932 548.471 11843.9 3437.12 8406.81 245.077 153.252 98.1383 55.1134 91.8257 88.5737
internal_count=223821 216678 21746 17814 3932 194932 28334 166598 7143 521 316 205 6622 6432
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_c4min_norm=246
eeg_sp2a_c4min_norm=156
eeg_iqr_c4min_norm=148
acc_diff_std_ratio=135
eeg_at_c4min_norm=134
eeg_rn_c4min_norm=126
eeg_g3b_c4min_norm=125
eeg_kurt_c4min_norm=117
eeg_ar_c4min_norm=112
eeg_petrosian=99
eeg_sp2d_c4min_norm=97
acc_diff_std_c4min_norm=97
eeg_sp2r_p2min_norm=95
eeg_g3d_p2min_norm=94
eeg_sp_wave3_c4min_norm=90
acc_diff_avg_c4min_norm=85
acc_diff_avg=82
eeg_g3d_c4min_norm=79
eeg_hmob_c4min_norm=77
eeg_g3b_p2min_norm=76
eeg_perm_c4min_norm=76
eeg_theta2_c4min_norm=76
eeg_delta4_c4min_norm=74
eeg_hcomp_c4min_norm=74
eeg_ar_p2min_norm=72
eeg_sp_wave1_c4min_norm=70
eeg_at_p2min_norm=68
eeg_fdelta_c4min_norm=68
eeg_std_c4min_norm=68
eeg_nzc_c4min_norm=66
eeg_gr_c4min_norm=65
eeg_iqr_p2min_norm=64
acc_diff_median_c4min_norm=64
eeg_ab_p2min_norm=63
eeg_perm=62
eeg_sp2a_p2min_norm=62
eeg_rn_p2min_norm=61
eeg_petrosian_c4min_norm=60
eeg_gama4_c4min_norm=59
eeg_higuchi_c4min_norm=59
eeg_sp2r=58
eeg_db_c4min_norm=57
eeg_sp2d_p2min_norm=57
acc_diff_median=57
eeg_db_p2min_norm=56
eeg_perm_p2min_norm=56
eeg_sp_wave2_c4min_norm=56
eeg_ab_c4min_norm=55
eeg_ab=54
eeg_rem_wave_c4min_norm=54
eeg_sp_wave3_p2min_norm=54
eeg_alpha2_c4min_norm=53
eeg_as_c4min_norm=53
eeg_dr_c4min_norm=53
eeg_fdelta_p2min_norm=53
eeg_gama4_p2min_norm=51
eeg_higuchi_p2min_norm=51
eeg_empty_band2_c4min_norm=50
eeg_alpha_c4min_norm=49
eeg_gama2_p2min_norm=49
eeg_gama4=49
acc_diff_avg_p2min_norm=49
acc_diff_std_p2min_norm=48
eeg_gama=47
acc_diff_median_p2min_norm=47
eeg_iqr=46
eeg_alpha2_p2min_norm=45
eeg_empty_band1_c4min_norm=45
eeg_kurt_p2min_norm=45
eeg_ar=44
eeg_hcomp_p2min_norm=44
eeg_higuchi=44
eeg_sigma_c4min_norm=44
eeg_theta_c4min_norm=44
eeg_beta_c4min_norm=43
eeg_g3a_c4min_norm=43
eeg_g3r_c4min_norm=43
eeg_theta3_c4min_norm=43
eeg_gama_c4min_norm=42
acc_diff_std=42
acc_diff_avg_ratio_c4min_norm=41
eeg_alpha_p2min_norm=40
eeg_dn_c4min_norm=40
eeg_empty_band2_p2min_norm=40
eeg_gama2_c4min_norm=40
eeg_n_wave_c4min_norm=40
eeg_skew_c4min_norm=40
acc_diff_iqr_p2min_norm=40
eeg_dt_c4min_norm=39
eeg_rem_wave3_c4min_norm=39
eeg_g3a_p2min_norm=38
eeg_g3r_p2min_norm=37
eeg_gn_c4min_norm=37
eeg_petrosian_p2min_norm=37
eeg_sdelta_c4min_norm=37
eeg_n_wave_p2min_norm=36
eeg_beta2_c4min_norm=35
eeg_delta_c4min_norm=35
eeg_empty_band2=35
eeg_g3b=35
eeg_gama3_c4min_norm=34
eeg_nzc_p2min_norm=34
acc_diff_iqr=34
acc_diff_std_ratio_p2min_norm=34
eeg_beta=33
eeg_beta3_c4min_norm=33
acc_diff_iqr_c4min_norm=33
eeg_gama3=32
eeg_gama3_p2min_norm=32
eeg_abspow_c4min_norm=31
eeg_sp_wave3=31
eeg_dr_p2min_norm=30
eeg_sp_wave1_p2min_norm=30
eeg_sp_wave2_p2min_norm=30
eeg_std=30
eeg_beta3_p2min_norm=29
eeg_delta4_p2min_norm=29
eeg_gr=29
eeg_sdelta_p2min_norm=29
eeg_beta_p2min_norm=28
eeg_da_c4min_norm=28
eeg_g3t_p2min_norm=28
eeg_skew_p2min_norm=28
eeg_sp_wave1=28
acc_diff_avg_ratio=28
eeg_delta2_c4min_norm=27
eeg_ds_c4min_norm=27
eeg_g3t_c4min_norm=27
eeg_sigma_p2min_norm=26
eeg_theta_p2min_norm=26
eeg_beta2_p2min_norm=25
eeg_rem_wave_p2min_norm=25
eeg_theta2_p2min_norm=25
acc_diff_std_ratio_c4min_norm=25
eeg_as_p2min_norm=24
eeg_beta3=24
eeg_gama_p2min_norm=24
eeg_kurt=24
eeg_rem_wave=24
eeg_rem_wave3=24
eeg_alpha=23
eeg_delta2_p2min_norm=23
eeg_dt_p2min_norm=23
eeg_theta3_p2min_norm=23
acc_diff_avg_ratio_p2min_norm=23
eeg_delta3_c4min_norm=22
eeg_ds_p2min_norm=22
eeg_empty_band1_p2min_norm=22
eeg_g3a=22
eeg_g3n_c4min_norm=22
eeg_std_p2min_norm=22
eeg_da_p2min_norm=21
eeg_g3r=21
eeg_gama2=21
eeg_nzc=21
eeg_sp_wave2=21
eeg_dn_p2min_norm=20
eeg_dt=20
eeg_gn_p2min_norm=19
eeg_rem_wave3_p2min_norm=19
eeg_hmob_p2min_norm=17
eeg_theta2=17
eeg_g3n=16
eeg_gn=16
eeg_sigma=16
eeg_abspow_p2min_norm=15
eeg_beta2=15
eeg_dr=15
eeg_g3n_p2min_norm=15
eeg_n_wave=15
eeg_delta_p2min_norm=14
eeg_empty_band1=14
eeg_g3t=14
eeg_gr_p2min_norm=14
eeg_rn=14
eeg_delta3_p2min_norm=13
eeg_hmob=13
eeg_abspow=12
eeg_dn=12
eeg_fdelta=12
eeg_sp2a=12
eeg_hcomp=11
eeg_g3d=10
eeg_as=9
eeg_theta3=9
eeg_at=7
eeg_da=7
eeg_delta4=7
eeg_alpha2=6
eeg_db=6
eeg_theta=6
eeg_sp2d=5
eeg_delta=4
eeg_ds=4
eeg_delta2=3
eeg_delta3=3
eeg_sdelta=1
eeg_skew=1

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:[]
