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=1737 1744 1730 1740 1746 1766 1775 1769 1757 1760 1771 1769 1768 1772 1757 1775 1773 1772 1767 1759 1766 1774 1773 1775 1759 1769 1775 1781 1764 1775 1785 1775 1783 1776 1774 1766 1776 1782 1775 1760 1764 1780 1780 1772 1773 1762 1773 1781 1782 1766 1756 1776 1782 1785 1771 1769 1782 1781 1777 1781 1770 1785 1782 1771 1770 1784 1767 1772 1775 1775 1761 1766 1798 1775 1773 1768 1780 1791 1775 1769 1756 1786 1770 1773 1777 1760 1782 1786 1764 1775 1765 1790 1779 1769 1771 1761 1785 1770 1772 1773 1760 1779 1791 1785 1785 1768 1772 1785 1779 1771 1776 1779 1787 1776 1763 1774 1790 1786 1787 1785 1765 1780 1782 1783 1782 1760 1784 1783 1766 1763 1767 1774 1776 1793 1767 1767 1779 1774 1773 1764 1778 1778 1774 1767 1777 1780 1765 1787 1772 1779 1759 1779 1770 1772 1772 1779 1788 1764 1771 1775 1764 1768 1763 1782 1760 1761 1781 1774 1787 1641 1767 1768 1775 1780 1760 1771 1785 1781 1763 1764 1773 1765 1775 1786 1774 1761 1784 1775 1787 1767 1771 1783 1776 1761 1776 1772 1778 1767 1788 1763 1743 1766 1775 1776 1761 1751 1770 1781 1792 1759 1791 1763 1782 1794 1773 1759 1775 1792 1779 1768 1771 1765 1775 1774 1761 1766 1766 1778 1797 1779 1775 1776 1760 1799 1765 1762 1773 1776 1779 1783 1764 1772 1782 1777 1766 1761 1765 1774 1785 1755 1740 1767 1786 1765 1557 1429 1772 1758 1780 1767 1759 1782 1779 1771 1770 1643 1768 1783 1750 1748 1773 1771 1782 1788 1778 1760 1759 1778 1792 1759 1648 1775 1787 1765 1775 1758 1759 1784 1777 1768 1774 1559 1778 1785 1768 1760 1784 1769 1558 1777 1754 1451 1788 1762 1751 1651 1760 1760 1795 1776 1763 1781 1781 1760 1789 1763 1770 1766 1777 1760 1770 1756 1773 1763 1649 1776 1442 1787 1762 1790 1772 1769 1772 1770 1760 1780 1777 1766 1784 1778 1551 1782 1787 1760 1775 1760 1535 1751 1757 1760 1801 1542 1762 1777 1766 1762 1770 1785 1781 1784 1766 1784 1762 1781 1765 1769 1547 1752 1778 1790 1804 1768 1783 1768 1771 1789 1559 1750 1775 1755 1644 1756 1760 1786 1657 1782 1762 1740 1793 1763 1778 1770 1779 1779 1771 1779 1749 1742 1790 1745 1665 1760 1763 1786 1774 1764 1556 1769 1786 1765 1787 1763 1767 1659 1772 1794 1786 1746 1781 1772 1784 1652 1746 1795 1769 1761 1772 1773 1768 1560 1769 1549 1799 1753 1763 1748 1781 1758 1782 1769 1762 1773 1778 1764 1784 1758 1667 1761 1799 1753 1760 1760 1758 1764 1753 1772 1767 1800 1796 1776 1794 1549 1784 1770 1772 1781 1546 1763 1764 1766 1662 1658 1548 1786 1766 1762 1778 1645 1772 1765 1775 1750 1748 1773 1777 1766 1750 1785 1775 1759 1792 1776 1748 1661 1767 1655 1772 1760 1550 1648 1756 1752 1752 1755 1650 1779 1754 1746 1799 1766 1779 1758 1660 1794 1756 1755 1770 1786 1775 1771 1740 1780 1749 1771 1783 1758 1769 1761 1790 1753 1803 1777 1760 1790 1768 1669 1762 1457 1540 1778 1757 1767 1666 1793 1782 1319 1559 1756 1765 1772 1757 1770 1769 1753 1553 1768 1547 1752 1790 1766 1761 1774 1763 1780 1765 1761 1768 1770 1768 1646 1656 1661 1748 1763 1753 1777 1559 1784 1780 1663 1778 1760 1759 1801 1658 1794 1779 1762 1760 1788 1783 1784 1750 1781 1774 1783 1795 1461 1791 1763

Tree=0
num_leaves=15
num_cat=0
split_feature=166 94 93 6 65 190 168 8 139 91 97 86 90 197
split_gain=62559.3 16317.9 26963.6 15237.5 7107.66 6548.28 5219.01 4074.47 3496.11 14181.8 2710.55 3441.91 3403.25 951.38
threshold=-0.13400669556709591 0.1075447087019676 0.016461876941628015 0.21954370406227455 0.00037414025089560471 0.13705443492677624 5.437803867924889 -0.19992108658145333 -0.025581735356907935 0.11983300392843362 0.34381976224460609 0.64159562556816974 -0.004201075427219556 0.046355613408922608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -4 -6 -1 13 -10 11 -3 -12 -5
right_child=3 10 5 8 6 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-1.7840019138014125 -1.8129541686476358 -1.7468719103230841 -1.4487849113957685 -1.8462725521864305 -1.5502145076673681 -1.5790716671297298 -1.7181493826725849 -1.6643358034183142 -1.7002894168300673 -1.8359699660635707 -1.3342220342664346 -1.4407278363390388 -1.8211133504450203 -1.8056897414258595
leaf_weight=5225.338981628418 3156.5576267242432 1467.7455525398254 7424.7179818153381 28603.034072399139 3720.8684396743774 8029.6950025558472 3681.6354022026062 6246.8311262130737 11157.410076618195 24886.465143680573 147.61654281616211 489.78595638275146 5222.4726409912109 7238.4058403968811
leaf_count=25561 11762 1454 9900 77712 5736 9579 4099 21112 24963 15548 48 258 3069 13020
internal_value=-1.75229 -1.6387 -1.6027 -1.79948 -1.68731 -1.51648 -1.63374 -1.71884 -1.81596 -1.79397 -1.77101 -1.67027 -1.80773 -1.83808
internal_weight=0 34254.2 26926.6 82444.4 10559.1 15454.4 7402.5 11472.2 71885.3 36043.9 7327.62 1957.53 5370.09 35841.4
internal_count=223821 70981 66152 152840 21597 19479 9835 46673 131243 40511 4829 1712 3117 90732
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=19 157 47 157 52 173 181 34 100 116 157 69 157 13
split_gain=77177 70935.5 35573.8 16273.8 38881.3 7806.34 6267.72 4846.06 4643.05 3440.6 1495.23 1281.63 1443.11 1034.76
threshold=0.2087664549092357 -0.046364038070925734 0.025900389139931656 -0.027578336818769623 0.12919367467704232 0.25858794713148309 0.38379005369616276 0.19928620825666044 0.090729879002024089 0.10344510976676691 -0.18543752578970774 0.064738394616233527 -0.1645447651086003 -0.061668002310750293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 11 5 -5 -3 -4 10 -6 -2 12 -1 -10
right_child=1 2 7 4 9 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-2.1125936314747014 -2.0268736460335028 -1.4800598797759417 -1.7933659254505523 -1.752235876617388 -1.9557275663020839 -2.0202775795972103 -1.8435973183986762 -2.0398110759454418 -2.1130569025935788 -2.1085876790619058 -1.6999381077709601 -2.1254664623412833 -2.0334942096858701 -1.9913296638192155
leaf_weight=6874.5824548602104 213.75925987958908 5337.7733072638512 1477.5491547584534 5131.9153797626495 1620.1964232325554 1378.3592143654823 520.50027042627335 1734.6246474981308 6051.9973161816597 16149.194619655609 404.80218917131424 40755.777883827686 3471.0835328698158 789.42776173353195
leaf_count=29935 684 35451 6088 24278 5707 3735 1737 5074 6728 37965 2137 50883 11696 1723
internal_value=-2.04255 -1.84687 -1.659 -2.08546 -2.01805 -1.80899 -1.51236 -1.92645 -2.07529 -2.09465 -1.81292 -2.11749 -2.08605 -2.09901
internal_weight=0 16530.4 9070.45 75381.1 24279.7 6510.27 5858.27 3212.17 7459.99 17769.4 618.561 51101.4 10345.7 6841.43
internal_count=223821 59622 48350 164199 71685 28013 37188 11162 11272 43672 2821 92514 41631 8451
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=124 68 139 194 34 194 157 157 116 167 44 34 0 123
split_gain=295785 30653.7 20867.1 18331.3 9800.82 8339.54 4491.74 4465.22 3541 2016.99 1661.66 1196.79 1321.84 499.672
threshold=-0.13326896273409219 0.035848725605042264 -0.13482688594483744 0.055829932549895267 0.11304641310881443 0.033484202046934954 -0.25149052903702024 0.022864577418974671 0.058895397968178047 -0.08804876888942248 0.086955071516320509 0.12144700376806479 4.7688573187567762 281.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 10 -6 -3 -5 13 -10 -2 -4 -13 -1
right_child=2 3 11 7 5 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-1.4710551795569182 -1.6048107650346406 -1.5379387631836421 -1.612007221496788 -1.5239208464713236 -1.2575154930666956 -1.519954050196886 -1.1837959678912746 -1.3152773736883656 -1.542708650582832 -1.3042847445584778 -1.4911513026106875 -1.5960375229376864 -1.5072111133326833 -1.5957831359309187
leaf_weight=373.78023721277714 2931.1334822177887 363.24819347262383 86738.510428056121 1986.6881967037916 3102.6553566902876 1985.8284347802401 25487.770926266909 2120.5956294685602 547.66650721430779 1007.6375714242458 2292.1175821721554 6542.766310274601 2251.9238518774509 2282.6602340936661
leaf_count=1260 13077 400 125419 1696 6374 2424 43673 3559 609 2435 4281 6076 3548 8990
internal_value=-1.51127 -1.25547 -1.59386 -1.21995 -1.45871 -1.35993 -1.18877 -1.4162 -1.50807 -1.38824 -1.55493 -1.60844 -1.57329 -1.57823
internal_weight=0 34170 105845 29958.3 10311.7 5088.48 25851 4107.28 4211.74 1555.3 5223.25 95533.2 8794.69 2656.44
internal_count=223821 62622 161199 49328 26156 8798 44073 5255 13294 3044 17358 135043 9624 10250
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=161 74 137 157 21 166 82 157 44 166 78 78 116 157
split_gain=109825 88959 10109.5 13223.7 8269.53 8037.14 16912.9 9453.89 4137.98 2396.99 1321.4 986.486 727.761 1649.21
threshold=-0.22116800503888609 0.10811695400112141 0.021571291220937094 -0.067453422964110568 0.060611880999382764 -0.11100161733677473 0.078377070511626887 -0.067453422964110568 -0.082393235772559872 -0.27262037111638848 0.061033275946116169 0.06985818672232956 -0.0016573553475068823 -0.19791798685828849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -2 -4 -3 -6 -8 13 -7
right_child=5 4 8 -5 10 12 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.6797412725223442 -1.9418162814348232 -1.986921148351376 -1.8562393067711791 -2.1201249518072229 -2.2814065431211241 -2.3366740769189116 -2.344154781481874 -2.3293536290456331 -2.1596918288073028 -2.301456653299268 -2.4289973687533446 -2.4447187987653893 -2.4553498999470129 -2.4454959401477447
leaf_weight=3666.9516912400723 1320.322764724493 650.47725659608841 749.64698532223701 837.5979500412941 690.16632923483849 1757.3258341550827 1168.3401446640491 1203.0548205673695 1121.8774794340134 386.09519457817078 5011.1939436793327 5908.3784330189228 37761.65479400754 6711.0497805178165
leaf_count=29562 8337 3353 4802 4368 1754 4076 3245 6263 3996 1108 5138 6148 97031 44640
internal_value=-2.37095 -2.11053 -1.84279 -1.76163 -2.36389 -2.43212 -2.34886 -2.12658 -2.03814 -2.10408 -2.41113 -2.42812 -2.44941 -2.42291
internal_weight=0 13114 6376.07 4504.55 6737.93 55830.1 9600.1 2523.38 1871.52 1036.57 5701.36 7076.72 46230 8468.38
internal_count=223821 54081 42728 33930 11353 169740 23993 14600 8798 4461 6892 9393 145747 48716
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=94 184 61 189 73 121 94 94 192 184 26 184 118 158
split_gain=305148 20173.7 16734.2 6730.29 5305.02 3141.17 2769.63 2727.44 2431.44 2170.32 1725.83 1586.85 1308.35 699.971
threshold=0.061074227758179452 0.32434654433062632 0.22862180227319365 35.500000000000007 0.40746925178929805 -0.16715612721970202 0.1075447087019676 0.032126859335940679 20.139680893352629 0.08608914884361614 0.12997737168600901 0.0033613336198386637 0.39007965480026002 0.02672004710018407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 12 -5 11 -1 -6 -9 -2 -4 -3 -8
right_child=2 4 6 5 8 -7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=-1.0837266941370665 -1.043484977054548 -1.0394323151587346 -0.98130391676488316 -0.96760646078992418 -0.95581924338057478 -0.82462762425837122 -0.76204033743196309 -1.0597156499565994 -0.85297704778545413 -0.96000188259777552 -0.92415034011850627 -0.81607518110050381 -0.96955895882494703 -0.82458059476221301
leaf_weight=87221.557311415672 2514.9982577562332 7991.8758494853973 637.09351050853729 1811.4485396146774 6054.3081958293915 10125.267794966698 47178.000200986862 7158.9580471515656 3706.188859462738 3140.2773313522339 2338.9631477594376 6631.7387999296188 4031.6765964031219 1860.183091878891
leaf_count=162074 1951 10374 401 1117 4153 5314 16881 7208 1668 2226 1594 2489 5368 1003
internal_value=-0.959969 -1.05854 -0.799079 -0.886698 -0.97154 -0.846325 -0.772951 -1.07798 -0.916769 -1.02931 -0.985982 -0.830557 -1.016 -0.764413
internal_weight=0 119305 73097.7 16790.7 21784 11936.7 56307 97520.8 9760.5 10299.2 4853.96 7268.83 12023.6 49038.2
internal_count=223821 193071 30750 9976 21563 6431 20774 171508 5821 9434 3545 2890 15742 17884
is_linear=0
shrinkage=1


Tree=5
num_leaves=15
num_cat=0
split_feature=10 88 65 159 97 65 123 188 88 169 97 157 89 167
split_gain=49085.8 11956.9 18102.1 8430.94 6603.72 5536.26 3692.64 2793.57 5767.32 2422.89 1586.04 2346.76 1359.8 1310.44
threshold=-0.05160252276222034 0.021970674267219086 0.0032899487430025514 0.14848006865690214 0.3603002176850853 0.031007061056450007 1731.5000000000002 0.37365071294065971 0.013851606311616759 0.16306527604623197 0.27330207811949236 -0.16036217455693788 -0.0065240049994464569 -0.077890211774946899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -4 -2 -1 13 -9 -7 11 -3 -12 -5
right_child=3 10 4 7 -6 9 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.010467696214602036 -0.062755627757957275 0.16771670085571078 0.17695187375275598 -0.019472537351135299 0.060710579443651394 0.18566858495218275 0.26526872078145819 0.057009636734040185 -0.070587014498354014 0.046940505512020919 0.3026491319058538 -0.048148692041412908 -0.073062007135755683 -0.082865221776032297
leaf_weight=11553.587111875415 3118.8482761979103 829.71641670167446 20178.035802841187 3536.7805208265781 6449.3751788884401 2194.4639163315296 506.99116767942905 5219.3097529858351 11025.412065565586 2953.0945219397545 98.17518250644207 1281.397822484374 5129.4251566380262 41808.024254366755
leaf_count=48295 10559 1337 31344 5219 4620 2730 942 6837 7495 3094 61 1495 3361 96432
internal_value=0 0.0805628 0.102762 -0.052446 0.148797 0.0423809 0.00112345 -0.0651734 -0.0295911 0.106082 -0.0364633 0.0366914 -0.0660061 -0.0779208
internal_weight=0 46026.7 38688 69855.9 26627.4 8266.41 12060.6 61589.5 16244.7 5147.56 7338.71 2111.11 5227.6 45344.8
internal_count=223821 91455 85201 132366 35964 16383 49237 115983 14332 5824 6254 2832 3422 101651
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=158 55 68 116 69 167 151 20 158 121 34 158 70 151
split_gain=50835.2 75741.9 9598.38 7939.99 4662.95 4655.77 4392.79 1483.69 1452.26 1138.16 1067.16 932.231 723.138 1715.31
threshold=-0.023304000720408221 0.018769537413461563 0.080804498710055059 0.16545839274602739 0.050521883267723382 -0.22391663094687173 0.075839150217557202 0.075876317231977117 -0.25258100634988684 0.42122383188243873 0.30620988066438315 -0.17032819664409199 0.30724706900255644 0.16880383326889434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 6 -2 11 -3 -8 -4 -5 -1 13 -6
right_child=1 3 9 10 12 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.06245709395305038 0.010560825866027896 0.032150619032297177 0.1401402517718314 -0.014486747755589464 -0.066869970380237218 0.31755497790383952 0.0013934715997295467 0.13622367567206153 0.18424845407435173 -0.00013757696699371604 -0.074425006164268795 0.013874930220317813 -0.083057961495169613 0.051449850791195385
leaf_weight=4318.0366986840963 516.0375792235136 3143.8650344088674 1596.1914451271296 3873.4264226183295 13803.90248862654 11570.505010917783 612.81945120543242 2427.5541108474135 1491.349894836545 907.08687569200993 12742.147999212146 2541.7637204378843 30771.22507096827 1344.6086437553167
leaf_count=19196 1839 9357 5316 9378 37506 50827 2125 8042 6166 2277 31087 8583 28456 3666
internal_value=0 0.0905627 0.267535 -0.0258115 -0.0613748 0.304448 0.00459703 0.0774969 0.130994 0.0893092 -0.0604522 -0.0341738 -0.0742531 -0.0563677
internal_weight=0 36776.8 14589.8 22187 54883.7 12086.5 8963.97 5571.42 2104.17 2503.28 16615.6 6859.8 45919.7 15148.5
internal_count=223821 118123 60259 57864 105698 52666 36070 17399 8291 7593 40465 27779 69628 41172
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=124 68 139 182 52 139 182 115 167 34 0 191 44 139
split_gain=212369 20744.8 14456.9 9990.53 9089.9 5516.42 5374.01 3865.12 1788.8 886.831 828.791 632.501 425.425 223.238
threshold=-0.11807402534104362 0.038051959604653247 -0.13179348333172097 0.60685521758641647 0.11483169916304914 1.0000000180025095e-35 0.048707960005778012 0.064498140795197209 -0.1113093024215126 0.12144700376806479 4.3082570358015699 0.89834943639291487 0.065078904080845046 -0.40244293875561271
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 12 -3 -6 13 -9 -4 -11 -5 -2 -1
right_child=2 3 9 11 6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.058713983417847643 -0.09585000638771897 0.23366117470382358 -0.097711511048382479 0.037349027365252536 0.20287442896803351 0.047237509374669757 -0.0072032651455700928 -0.045664951208234231 0.15399337754071812 -0.083809465467379191 -0.01346644420878718 -0.087529001289780264 -0.034734712078369999 -0.087050435328336034
leaf_weight=109.33161702752113 2560.4522974938154 33620.080892249942 79235.923010468483 768.48297929763794 3251.4106771498919 1665.9385693073273 1946.7940816283226 631.72227908670902 1549.1189778447151 5593.4711668491364 2390.908312112093 858.90728296339512 2051.6650376617908 2693.2736704796553
leaf_count=389 12143 47612 123524 828 5558 2086 2204 743 3390 5353 3609 492 4376 11514
internal_value=0 0.187833 -0.0815652 0.213687 0.0335281 0.22486 0.124198 -0.00367714 0.0961585 -0.0945106 -0.0627454 -0.0285593 -0.0686633 -0.0813641
internal_weight=0 41896.9 97030.6 36913.4 9810.32 35286 5198.2 4983.45 2180.84 87220.3 7984.38 1627.39 4612.12 2802.61
internal_count=223821 67054 156767 51018 24281 49698 7762 16036 4133 132486 8962 1320 16519 11903
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=160 83 91 116 161 138 166 96 26 110 3 32 157 126
split_gain=77416.4 41159.1 6887.42 5613.3 4375.24 3697.83 3182.32 3115.48 2014.5 1789.18 672.392 618.296 448.909 430.109
threshold=-0.20227640696347424 0.15606660499605984 0.027461916852447681 -0.04429800550217549 -0.058306777936648353 0.44817568925157469 -0.31084087868814486 0.01391845702403195 0.053831666682228566 0.39784605329179995 13.367883722555769 0.10216674459058467 -0.031536211259078496 0.86702722226457207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 7 6 -1 -2 -7 -3 12 -6 -5 -4
right_child=3 2 13 10 11 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.39367493057178171 0.17085926965964485 0.24780797976902266 0.50020172939021101 0.021472952278890206 -0.063846752961790515 0.29896294893737596 0.26245977737405835 -0.0059923255420321316 0.11720611515616788 0.0645718112601463 -0.080191256943861589 0.27395555372400049 -0.076898008605340351 -0.060238612972382068
leaf_weight=4786.221917912364 2116.5644635111094 1034.7775532379746 13.728606954216955 1114.0759337693453 4051.8753262609243 1144.9047746658325 3011.142937630415 1881.6761964187026 1304.7156272903085 1098.6637601256371 41370.194370470941 54.918440729379654 794.89225295186043 5379.501239426434
leaf_count=24058 13737 3923 90 2545 26220 4792 12935 4623 3154 2229 114652 382 4869 5612
internal_value=0 0.178911 0.00135282 -0.0632106 0.0131653 0.309332 0.343003 0.0876283 0.202156 0.153446 -0.0775138 -0.0593295 -0.0194886 -0.058812
internal_weight=0 17773.7 7526.67 51384.2 8105.03 10247 7797.36 3998.24 2449.62 2133.44 43279.2 4106.79 1908.97 5393.23
internal_count=223821 56793 11854 167028 44962 44939 36993 18360 7946 6152 122066 26602 7414 5702
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=94 181 136 192 63 136 192 190 10 94 181 26 90 181
split_gain=236986 14907.9 14517.9 5254.36 3424.84 3318.48 2730.99 2539.65 2351.84 1486.51 1237.3 1016.83 513.131 506.207
threshold=0.053940921713588282 0.32434654433062549 0.17344581441424956 17.002021247189216 0.19133103395666703 0.058615345386179289 20.139680893352629 0.040317742786946838 -0.25123896862262973 0.030129265466692205 0.086089148843616167 0.13433519445743289 -0.0056178290408320881 0.14536085974183982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 11 7 -3 -7 -4 -5 13 -11 -2 -6 -1
right_child=2 5 4 8 12 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.11777034478447052 -0.083279881742828549 -0.08693454712490227 -0.027848361639998594 -0.022913869199331874 0.002186206942983218 -0.022839172183268319 0.066421859162401231 0.12095094138309018 0.10456806474190804 -0.096460333827943084 -0.018433408206891679 0.015270284980624672 0.16532619861283246 -0.092373648044876674
leaf_weight=72354.863826006651 2784.836900472641 4973.0617615878582 1302.7149118483067 1735.3353447020054 193.5084493458271 10245.056528419256 5151.0026013553143 9597.4204572439194 8713.7251074314117 7057.8120810985565 2854.1254606544971 1677.7136439681053 52673.331629186869 8803.129371970892
leaf_count=143649 2257 7708 756 1111 85 9983 3316 3695 4938 7537 2148 1288 18379 16971
internal_value=0 -0.093253 0.133433 0.0446037 0.154206 -0.0159153 0.00702456 0.103167 0.0833964 -0.110551 -0.0739926 -0.0462296 0.164729 -0.115016
internal_weight=0 111439 78678.6 14911.6 63767 20369.1 15396.1 10900.1 10449.1 91069.9 9911.94 4462.55 52866.8 81158
internal_count=223821 191312 32509 9594 22915 21007 13299 4451 6049 170305 9685 3545 18464 160620
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=162 140 87 90 167 87 188 71 188 87 95 95 56 178
split_gain=35007.8 16800.9 8865.71 10033.5 6398.43 3723.54 2939.51 2476.61 2419.49 4495.71 1905.22 1188.85 826.402 805.616
threshold=0.22444934287390964 0.003087035842069616 0.1396199445624797 0.012104000577657542 -0.091790456380359584 0.23192336139306216 0.31384742880550237 0.028700051276518413 0.5988475288678633 0.17221870136656467 0.35780240452247003 -0.16379719382484884 -0.20057176653838657 -0.16449001396169896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 7 11 -2 12 -10 -4 -1 -6 -7
right_child=4 2 10 -5 8 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.22715433181422129 -0.03500708661242035 0.032025071408375641 0.057751829466631169 0.1504220308192683 0.039272507682816114 0.087197764671916034 0.066917201014344993 0.087202993598422929 0.078027610089140775 -0.067219721422300857 -0.061773714471791523 -0.064031466225390368 -0.078324829506832921 -0.07578873856899021
leaf_weight=142.12234847247601 2294.4785391837358 10380.680671423674 2056.1872891634703 23053.492289826274 606.75809074938297 329.47081266343594 2200.6344610899687 5979.9620859324932 3118.3513769060373 6730.2412462979555 3794.8562517166138 10430.805654972792 39506.584882907569 3813.0785569101572
leaf_count=290 8643 39600 1309 23229 2004 276 2708 8146 3549 4809 2444 33524 90569 2721
internal_value=0 0.0613953 0.093789 0.113662 -0.0496757 0.0145678 -0.0382318 0.0533145 -0.0656421 -0.0212302 -0.0197698 -0.0601173 -0.076546 -0.0628259
internal_weight=0 52058.8 39285.2 33434.2 62378.9 12417 12773.6 8274.44 49961.9 9848.59 5851.04 10572.9 40113.3 4142.55
internal_count=223821 103104 66582 62829 120717 19786 36522 16789 100931 8358 3753 33814 92573 2997
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=157 55 67 156 156 116 116 157 14 41 67 95 67 156
split_gain=47420.5 51391 7784.5 5889.11 5416.02 3984.62 3665.75 2829.05 1469.84 1789.43 937.808 728.736 631.54 431.729
threshold=-0.027578336818769623 0.057479250829058144 0.10401138794181138 2.4757764996998883 1.9223131901909207 0.18089800573302675 0.23217066483330737 -0.1645447651086003 -1.0000000180025095e-35 0.06707605776576249 0.13393506508865058 -0.0074001981339134977 0.014010909739719388 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 7 10 -5 13 -10 -3 -4 -8 -1
right_child=1 6 11 5 -6 -7 12 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.082670082401467213 0.076002733710471185 0.07036047589665749 -0.024855143620101987 0.016762411927140616 0.24063126208105642 -0.054571660163654438 0.1576722573903046 0.22326322991423778 0.09925095896197289 -0.063067093547308689 -0.011561056508569031 0.079876679965699179 -0.067706721383867782 -0.051119166488851245
leaf_weight=38582.478123188019 2304.352549880743 2921.5434820502996 1097.1266641542315 1282.7216340899467 15048.11976634711 2380.9114701375365 125.53663614392281 1374.1570754572749 1040.3582373633981 1956.2858797088265 2678.5618564933538 1684.3400200605392 12928.285737484694 4886.2263469174504
leaf_count=66458 6022 8796 2872 5282 55495 4545 474 5672 3138 3071 7239 4820 33376 16561
internal_value=0 0.0830804 0.193874 -0.0633194 0.218769 0.0393764 -0.0365041 0.123566 -0.0744537 -0.00671441 0.0311769 0.0385661 -0.0655393 -0.0791235
internal_weight=0 38787.9 20133.9 51503.1 17352.5 5037.79 18653.9 2656.88 46465.3 2996.64 5600.11 2781.47 13053.8 43468.7
internal_count=223821 119094 69209 104727 61517 15499 49885 10954 89228 6209 16035 7692 33850 83019
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=34 100 76 45 182 115 182 167 184 114 45 184 52 184
split_gain=149147 33112.8 6649.75 7228.32 6234.09 4519.82 2724.83 2154.36 1855.82 1636.75 1441.42 949.18 784.355 2340.49
threshold=0.14121715497020165 -0.010953861357491627 -0.016843316193338509 0.10462193869572194 0.06215711558521813 0.058156881235649611 0.14038618281054663 -0.091790456380359584 0.70237606017586396 17.750540921159818 0.070348994719488897 0.65140120849661609 0.094541453698185327 0.014081928646623594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 7 10 -5 -3 -7 -1 -2 -6 -4 -14
right_child=1 4 12 6 11 8 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.078081834069454528 -0.053883763599989892 -0.048181455120979468 -0.095362268414512119 0.13997731009852518 -0.016043067432871611 0.19426224550826487 -0.051066712408015573 0.13925321443793512 -0.0033329780082111864 0.12901146584524023 0.11051558324820086 -0.082369111418796048 0.086329605557834685 -0.085511352800729176
leaf_weight=7662.5333879143 891.56225995719433 767.47948107123375 67684.018610149622 3159.0496979951859 4008.9595045894384 34989.129123777151 977.61144430935383 3050.9927701205015 481.86380609869957 401.64194720983505 1327.3020755499601 4672.3200382739305 952.6180227547884 4718.467979490757
leaf_count=31161 3286 1574 114499 5772 4590 43980 1706 3816 457 896 2475 3106 2031 4472
internal_value=0 0.13614 -0.0809992 -0.0126398 -0.00490318 0.182917 0.0948281 0.10158 0.191578 -0.0677674 0.0444583 -0.0517402 -0.0923691 -0.0566458
internal_weight=0 50189.6 85555.9 12200.8 12499.8 37689.9 4136.66 3818.47 35471 8064.18 2218.86 8681.28 73355.1 5671.09
internal_count=223821 63284 160537 39535 13086 50198 7478 5390 44437 32057 5761 7696 121002 6503
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=161 73 115 13 73 94 157 134 161 162 115 13 164 65
split_gain=54663.1 26139.6 5322.31 4816.99 5369.19 4034.71 3324.86 3216.54 2281.8 1356.13 1054.75 1079.85 822.435 383.085
threshold=-0.18314742517167434 0.13566282318206122 -0.076311239391601296 -0.17263396199720168 0.26236673289167284 0.018089398207155358 -0.027578336818769623 0.035514893307761065 -0.360464535440217 0.053082852701492704 1.0000000180025095e-35 -0.12803948950405936 -0.30215997800355782 0.044889925957860448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 12 7 -1 -8 -5 11 -4 -3 -7
right_child=2 5 10 9 -6 13 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.26392498744180887 0.31647817801828593 0.18478063634147812 0.0089062092530363644 0.26486237825927361 -0.053668834765114554 0.016012418142434891 0.37099137373103475 0.15662097084313634 0.011588988147350215 -0.050220506458758134 -0.080723534068199765 -0.074401598166543362 0.053870886416986952 -0.066173036191659179
leaf_weight=8344.079514734447 1025.4993681311607 811.81517174839973 2873.1126503795385 143.16050281375647 634.26689000427723 635.39962781965733 207.58732178807259 4199.5404339060187 1185.3480263277888 2980.8700437396765 35333.745447322726 3393.9440205544233 1173.8086665272713 5281.0100392326713
leaf_count=32349 5563 2574 6694 931 868 1166 1113 11815 3823 21731 102790 24045 2726 5633
internal_value=0 0.129342 -0.0625308 0.0373605 0.175029 -0.0159509 0.211724 0.228 0.0651503 -0.0357817 -0.0740176 -0.0362094 0.107393 -0.0573466
internal_weight=0 21838.6 46384.6 4783.8 1659.77 7902.03 13936.6 12543.6 1392.94 3124.03 41600.8 6267.06 1985.62 5916.41
internal_count=223821 61199 162622 29093 6431 12099 49100 44164 4936 22662 133529 30739 5300 6799
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=94 181 97 60 179 82 87 89 94 117 196 181 168 181
split_gain=187788 13118.7 11546.7 5163.85 3306.86 3082.71 2216.61 1647.75 1339.82 1238.47 1202.46 1062.23 939.407 901.712
threshold=0.053940921713588282 0.32434654433062549 0.23868052862572262 0.17876766272583086 -0.13764837395911053 0.34794890719392763 0.1396199445624797 -0.0062353867454221336 0.026781925154723461 0.86123549474942374 0.061095950376874888 -0.022331566384435706 19.332382853247072 0.27327594294858354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 13 -5 12 11 -8 -1 -7 -10 -4 -3 -2
right_child=2 5 6 4 -6 9 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.10873211145615669 -0.075702677277795116 -0.060554743344971997 -0.066080419792836506 -0.07972445324334837 0.098055647329341689 -0.00864131837218674 -0.06646333425263716 0.14391351363458116 -0.093507431404014685 0.065422873437244636 -0.024268133755971134 0.095046978758596107 0.025748242026061685 0.018206604698024108
leaf_weight=73757.021967694163 3339.4569492936134 9669.996340200305 432.36670398712158 1178.4270513057709 9330.4879954755306 4403.0161997377872 374.80854523181915 55683.485418885946 8287.1377883553505 4633.763221770525 3596.8754570633173 7618.371684461832 1450.4312355220318 1473.6798748672009
leaf_count=157660 2631 14065 321 797 5381 2741 95 19574 9695 2816 2950 2872 1385 838
internal_value=0 -0.0866278 0.116821 0.0388318 0.0781201 -0.0140452 0.13546 0.142507 -0.103711 0.0293364 -0.0725511 0.0863936 -0.0492983 -0.0469497
internal_weight=0 105798 79431.1 15322.1 10508.9 20157.2 64109 56058.3 85641 9036.78 11884 8050.74 11120.4 4813.14
internal_count=223821 191312 32509 9647 6178 21007 22862 19669 170305 5557 12645 3193 15450 3469
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=165 110 163 169 62 87 52 123 98 72 167 118 97 197
split_gain=32377.8 9189.57 6800.66 6222.94 3476.36 3114.05 2576.78 2082.84 1759.97 3306.28 1729.39 1647.28 1644.75 1576.86
threshold=0.23555468176584096 0.1724361273366482 -0.12607256905753889 -0.011037925588617022 0.026968492922158169 0.06452266639152833 -0.19260164843076091 831.50000000000011 0.012147593578467805 0.47932862033063312 -0.39539343801301025 -0.15083934627628734 0.44542214257997742 0.24249711559328779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 11 7 -5 12 -1 -2 -10 -6 -3 -4 -8
right_child=2 3 6 5 10 -7 13 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.041434733138110663 -0.04516541341045277 0.18644103062360551 0.19388719024403553 0.092759303200110749 0.19333815953645495 -0.0036335431246841757 -0.073989923355417223 0.084920389688469836 0.12294500613024317 -0.014962552019664477 0.043916772648747021 0.11785045242336048 -0.075168294031459082 -0.036950124182740719
leaf_weight=10155.889560610056 2147.9233170896769 5270.3039589822292 649.75105468928814 7259.1843673586845 864.66881030797958 6225.894126445055 36390.034704960883 1496.8586334362626 3711.3051767796278 3270.3600062131882 7434.3878871500492 10431.922337472439 349.37255127727985 16799.631360322237
leaf_count=42204 8523 3837 1188 8813 1417 3823 98007 3126 3988 2413 14412 13256 274 18540
internal_value=0 0.0623275 -0.0458506 0.0980818 0.0100229 0.0482559 -0.0593024 -0.0252037 0.033993 0.0583462 0.0594848 0.140872 0.0998041 -0.0622911
internal_weight=0 49139.1 63318.4 29187.3 19951.8 13485.1 54188.8 11652.7 9129.59 6981.67 8299.06 15702.2 999.124 53189.7
internal_count=223821 90888 132933 29729 61159 12636 118009 45330 14924 6401 15829 17093 1462 116547
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=19 139 158 115 115 45 190 31 1 108 115 46 151 100
split_gain=35956.4 20370.2 8442.84 14306.8 7151.41 2083.22 1628.23 1393.46 1342.52 1265.24 1011.55 972.638 505.959 314.112
threshold=0.1763852632800694 0.26787804692713474 -0.0037270323815617266 0.13733111238419102 0.13287586945355781 0.16729881877892824 0.27542384373736545 0.10773917798804279 -0.090537117654743468 1.5429124126632991 0.3151792882300562 0.07973509165535414 -0.044111783793733511 0.20984604675551607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 6 -4 -2 -5 13 12 -10 -6 -3 -1
right_child=1 9 3 7 11 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.061437239745919039 0.19875337515757993 -0.057202953289682258 0.13678082643884024 0.015606075564582936 0.11773915911633442 0.016558133654990589 0.079481445986622656 -0.066750859411953592 2.2805829414823693e-06 -0.067822857928316341 -0.076031673146264536 -0.0085081182917485596 0.0983143917136233 -0.082059033817718466
leaf_weight=10960.753731861711 13296.318907164037 293.81037370860577 6743.9325136616826 2489.1098343133926 818.91731109470129 1833.0982098206878 1252.3691642656922 11764.571530267596 4673.2108808904886 5442.8327256217599 2796.9875562787056 2394.9228981733322 726.42746822535992 22650.302127756178
leaf_count=44255 44708 998 21610 7048 2518 4630 2823 32254 12620 6520 5079 6158 2038 30562
internal_value=0 0.103351 -0.0397166 0.00903797 0.158664 0.111087 0.188486 -0.0523689 -0.0668117 -0.0486668 -0.0284663 0.0236609 0.0535282 -0.0753342
internal_weight=0 24225.6 63912 22830.7 17762.5 8577.03 14548.7 14253.7 41081.3 6463.07 7470.2 3213.84 1020.24 33611.1
internal_count=223821 65763 158058 65542 56207 26240 47531 39302 92516 9556 17699 8676 3036 74817
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=106 140 140 193 44 193 116 156 115 154 184 140 44 19
split_gain=122127 14564 12033.7 4896.7 4196.85 6320.53 3516.74 3259.17 1613.04 1030.89 750.37 575.232 644.157 405.717
threshold=0.1692382698196867 -0.058978024139592758 -0.13342710974054423 0.49780859084683099 0.083315635970079724 0.019334625980700518 0.016576676173131768 2.0653224025080945 0.10019218996679506 -0.16738489373055049 0.91853779861692719 -0.053107535446546693 0.10838297365500903 0.048299587869994547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 9 -6 -2 13 -9 -1 -5 12 -4 -3
right_child=1 7 11 10 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.073035763464743678 0.012727082010004755 -0.078929519653995472 -0.087612814909899014 0.056357105519788078 0.1445579450835833 -0.036362717842410061 0.16279583838748471 -0.076013306454240828 0.10175538084823837 -0.088419021284736068 -0.060809083849261175 -0.092871299009632396 -0.016287800584277569 0.0030378338880318644
leaf_weight=451.47711856663227 1630.0176988244057 3329.2921192198992 3096.1112143397331 1208.0260224491358 4217.0664797723293 3562.0038744211197 37184.755516633391 626.55168080329895 2754.0567942708731 3187.7918580472469 998.313113540411 65952.067440986633 2142.3885323852301 737.66461499035358
leaf_count=985 5337 4800 14282 1381 7015 4487 44960 2366 3724 15209 675 114494 3019 1087
internal_value=0 0.1249 -0.0750526 0.148256 0.020248 0.0617151 0.156494 -0.00374951 0.0688083 -0.0683894 0.00334234 -0.0903379 -0.058443 -0.0640623
internal_weight=0 48468.7 82608.9 41021.1 11418.3 7779.07 38814.8 7447.57 3380.61 3639.27 2206.34 71190.6 5238.5 4066.96
internal_count=223821 64330 159491 52353 27696 11502 50297 11977 6090 16194 2056 131795 17301 5887
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=160 73 115 19 91 91 12 89 19 163 2 65 116 161
split_gain=46197.6 19424.7 3631.16 3038.04 4313.96 2881.25 2243.59 1573.47 1258.81 692.612 542.65 468.536 414.66 251.78
threshold=-0.18296646185612206 0.15808173259511094 -0.0049353162813841498 0.045198678905074959 0.024618238535543211 0.02023094148634794 1.4296338186320472 -0.065480568058872632 0.097967975361488366 -0.23377589514786176 -0.15250619269222013 0.042967818263320932 -0.06338033644770065 -0.098398512097319826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 9 7 -1 -8 -3 -5 -7 13 -4
right_child=2 5 12 10 -6 11 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.30691970080898506 0.16320922005562027 0.14645630008738295 0.089929108519988421 -0.0060891036979559589 -0.04174737513736259 0.032296476244162771 0.20965249873173075 0.091392059815883844 0.11312468086253594 0.0093054446274614244 -0.071844805422562899 -0.062537250146328757 -0.079839001132116824 -0.059476959675908991
leaf_weight=372.65074621140957 1963.8133951574564 1039.0855054408312 230.05426673591137 1716.9288316369057 2152.675112888217 577.92373611032963 10246.865590170026 3721.1440165638924 1556.1777249798179 570.29680959880352 4665.054109916091 5286.9530011564493 32386.930554773659 221.2908867970109
leaf_count=1570 9581 2885 695 4948 3937 1156 34848 8080 4830 1028 39326 5942 104059 936
internal_value=0 0.112288 -0.0621455 -0.0109512 0.0560293 -0.0206682 0.174801 0.111011 0.196926 0.0978559 -0.0541547 -0.0531924 -0.0785124 0.0166765
internal_weight=0 23371.1 43336.7 10498.5 4116.49 7474.26 15896.8 4093.79 11803 1609.38 6381.98 5864.88 32838.3 451.345
internal_count=223821 60339 163482 57792 13518 11011 49328 9650 39678 3913 44274 7098 105690 1631
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=87 95 64 189 186 184 87 184 73 121 136 73 89 187
split_gain=148860 15890.1 6470.52 3517.62 3053.5 2759.61 2083.52 2062.99 1246.82 1167.74 1088.59 845.271 464.692 344.349
threshold=0.10218246300187332 0.23520333803987634 0.17041757574463159 35.500000000000007 26.250000000000004 0.18056711801514005 0.24961705132756595 0.040785398594001314 0.55571275230777473 -0.16453898331154973 0.033050029782365126 0.57116805378948288 -0.0065240049994464569 0.13645833333333379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 13 8 -1 7 -4 -3 -5 -7 -6 -8 -2
right_child=2 4 6 9 11 10 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10291364930637932 -0.089203937528327476 -0.046141369630369196 0.017267028830777718 -0.056773103637951954 0.025721053258954331 -0.087982685948112954 -0.041620737750285575 0.10722455948501219 0.011884292168798756 0.08419615359588295 -0.032284940733985933 0.1059897724622802 0.13290728865007925 0.0069478798400443662
leaf_weight=70435.257720723748 2036.8902487307787 7971.4519344419241 3026.8254439085722 657.81161053478718 2417.167658701539 5932.6360091269016 153.07249408960342 16159.071465492249 6915.7241231352091 5506.8637560009956 8589.7485389560461 2869.0972810685635 45380.123303711414 455.81272508203983
leaf_count=153773 2188 9724 1475 608 2056 12293 54 5764 4273 3473 10640 1191 15969 340
internal_value=0 -0.0757854 0.109813 0.0286206 0.00399743 -0.09473 0.120674 0.0930326 -0.019186 0.0691538 -0.0550384 0.0692866 0.132321 -0.0716217
internal_weight=0 105131 73376.5 8657.38 20173.4 84957.6 64719.1 19185.9 14887.2 6164.68 14522.4 5286.26 45533.2 2492.7
internal_count=223821 193950 29871 6609 17244 176706 23262 7239 13997 4081 22933 3247 16023 2528
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=166 63 93 165 95 73 96 188 63 121 89 167 156 165
split_gain=27548.4 8565.7 8807.87 5064.16 3499.32 2925.94 2449.19 2286.47 3638.62 1494.15 1343.81 1089.03 959.108 914.579
threshold=-0.04734782540594689 0.24691435694197292 0.012646089636291628 0.16623856335119155 0.31428251683958741 -0.2241474607455993 0.040507176809441381 0.37365071294065971 0.20297496675197288 -0.21877939819593298 0.35284705071081029 -0.1113093024215126 0.54774046396911469 0.10033704897538746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -4 -1 -2 11 -9 10 -3 -5 -8 -11
right_child=3 9 4 7 -6 -7 12 8 -10 13 -12 -13 -14 -15
leaf_value=0.093283833311830558 -0.054706428931149957 0.20442555561736375 0.11955108410520282 0.032028569075324219 0.046405202454269365 -0.015456114311423869 -0.053863782010036568 0.036823666119572919 -0.070948573704835108 0.20173636730501965 -0.064063593313175737 -0.076135262777408896 0.086386835379940324 -0.061586236769380458
leaf_weight=3092.7100056558847 2302.8578236326575 438.35666812956333 22516.313284151256 957.03665149956942 9217.9563871324062 12379.034730069339 549.84695273637772 5581.6140950992703 7140.2812268808484 134.35015125572681 324.3504419401288 34005.765221148729 4306.6195637583733 7232.7568623647094
leaf_count=9320 8744 241 22660 2045 5982 49975 478 7362 6130 40 253 100663 4356 5572
internal_value=0 0.0518159 0.0681434 -0.0481913 0.0983042 0.00628036 0.0302315 -0.0599656 -0.0236645 -0.0429902 0.0902473 -0.0731745 0.0705077 -0.0567842
internal_weight=0 55335.8 47206 54844 31734.3 15471.7 7159.32 47684.7 12721.9 8129.81 762.707 34962.8 4856.47 7367.11
internal_count=223821 94043 87937 129778 28642 59295 13578 116200 13492 6106 494 102708 4834 5612
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=156 67 158 13 49 154 46 158 182 52 156 196 127 156
split_gain=32554 29339.6 5381.45 4488.17 3397.04 2653.18 2532.42 1093.61 1028.28 927.478 687.199 454.174 431.254 261.938
threshold=2.0273295681411336 0.10014445552513367 -0.18524789713851178 0.045444606878899459 0.014775732733796796 -0.047554160283616954 0.037301955235326291 0.02271183931180832 0.11914503500600578 0.36945347010980406 3.1612007854741591 0.20698287844735219 -0.31954698638627427 1.4361109346163807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 -4 9 8 13 -5 -3 -2 -9 -7 -1
right_child=1 5 4 6 -6 12 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.080821895712988964 -0.027798575724475034 -0.021949342935739854 0.16936914324790114 0.19955029629339927 0.081514883617411299 -0.016378922934701983 -0.02867743687865831 0.058107329645038487 0.024374647449797039 -0.074132794550568634 0.091068087095018402 -0.038689583302908559 0.069259092378529286 -0.060400236390478229
leaf_weight=28722.981741994619 2164.9886665269732 5344.1716578006744 16591.352515287697 1028.9089426845312 5990.3080839440227 793.62996238470078 1993.2864802479744 791.51416400074959 496.92979674041271 9391.0521199405193 627.28412379324436 1250.6144312098622 2269.8391415327787 8038.6221989914775
leaf_count=51066 9108 14271 53669 3681 17386 1991 4395 2562 845 28284 2168 1564 6185 26646
internal_value=0 0.0608262 0.12987 -0.0625928 0.146064 -0.0376026 0.0455423 -0.0723996 0.1425 -0.0552069 -0.00109518 -0.00117181 0.0470735 -0.0763563
internal_weight=0 43172.6 25373.9 42322.9 22581.7 17798.7 3519.13 38803.7 1525.84 14735.2 2792.27 2042.13 3063.47 36761.6
internal_count=223821 133062 82331 90759 71055 50731 8921 81838 4526 42555 11276 4126 8176 77712
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=124 67 139 158 52 193 190 115 193 35 66 182 67 140
split_gain=105761 10903.4 7863.12 4606.24 3865.31 2432.77 2357.07 984.352 746.896 645.974 583.351 537.209 357.024 95.3322
threshold=-0.10175469961013268 0.016926901929315754 -0.12871721396000421 -0.16640805629545033 0.12919367467704232 0.15624108450173738 0.180443681433025 0.043229503974300428 0.00064487894154424544 0.09825662909155615 7.1828857923953633 -0.072580534678383699 0.060221510733500787 -0.37390360196092726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 12 -5 -6 13 -3 -4 -9 -11 -2 -1
right_child=2 3 9 5 6 -7 -8 10 -10 11 -12 -13 -14 -15
leaf_value=0.036745671266086438 -0.087486361554851788 0.067827450923483731 -0.091572689802286278 0.13974486842718564 0.12582619742476833 0.060323303945162554 -0.020701635781434871 -0.027045954924462309 -0.05617112904608338 0.069009168298141063 0.10628340844679839 -0.066425234375590128 -0.026611979857931463 -0.09109325054479063
leaf_weight=59.811079666018486 2181.2446623295546 719.87732477486134 58770.97896194458 39573.492324322462 3073.2412130236626 4273.2311080992222 1707.9273206293583 1051.1626181453466 1493.6920895278454 304.48558488488197 477.09485019743443 7681.9515704065561 1725.6714667975903 2360.250848159194
leaf_count=231 12437 897 118273 49973 4482 4753 1580 2111 1359 727 805 10511 3484 12198
internal_value=0 0.111228 -0.0763 0.124899 0.0131887 0.132005 0.0734836 -0.0482554 -0.0158454 -0.0879465 0.0145771 -0.0612618 -0.0605984 -0.0879338
internal_weight=0 50008.6 75445.5 46060.3 8688.08 43846.7 4781.17 3948.32 2213.57 66757.4 1528.26 7986.44 3906.92 2420.06
internal_count=223821 72327 151494 56982 21983 54726 6062 15345 2256 129511 2916 11238 15921 12429
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=160 94 116 103 19 173 19 94 0 115 151 158 110 14
split_gain=37018.9 13276.8 3069.29 2506.7 2482.01 2319.4 1799.41 1603.5 1521.47 905.652 935.414 756.231 497.634 456.365
threshold=-0.17249281154191423 0.021240625678972523 -0.080086574203756311 0.10822551556120148 0.054386066414819516 -0.060459755547611439 0.10540220617215683 0.022790698356213151 1.0588226375791423 0.0017203738210127318 -0.096925678909783181 -0.24634439541320555 0.27493871052356628 -0.21778820289566722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 13 7 6 -1 -2 -7 10 -4 -6 -5 -3
right_child=2 3 9 12 11 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.18083738726932319 0.17370367301851905 0.20022495242529903 0.03956414008036295 0.005385326132952898 0.068935932642740311 -0.029580418057999599 0.077097490870263033 -0.026729883387040798 0.10942412514213749 -0.079094457818520425 -0.056863115965648449 -0.065974310106382369 -0.063603135056848267 0.067510089990261896
leaf_weight=10177.700253911316 1196.2186576575041 395.47410434484482 1275.5402723476291 1349.0333760231733 502.15244567394257 930.63786413520575 2000.6841476485133 599.01642541587353 5116.5899420380592 28746.344607274979 4760.9973745122552 2407.629097122699 4648.2090135365725 751.39857732504606
leaf_count=32001 5268 1301 4906 2329 1481 900 5341 1115 13179 101068 27091 20759 5424 1658
internal_value=0 0.0933649 -0.0614463 -0.0221812 0.0143571 0.138657 0.163795 0.106825 0.088032 -0.0717001 -0.0364877 -0.0426923 -0.0480847 0.113274
internal_weight=0 25369.7 39487.9 7144.12 4705.02 18225.6 12178.4 1795.24 6047.23 34782.9 6036.54 2909.78 5997.24 1146.87
internal_count=223821 62133 161688 10712 28623 51421 37342 6383 14079 133065 31997 22240 7753 2959
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=94 187 61 189 73 173 87 19 8 94 187 195 186 99
split_gain=122550 9368.25 7741.47 3505.36 3060.81 1670.89 1533.85 1155.46 1126.68 1114.7 1057.89 973.113 874.292 555.108
threshold=0.053940921713588282 0.22773219623322993 0.22862180227319365 35.500000000000007 0.51057692056032267 -0.13028532411454188 0.1396199445624797 -0.38666783550499856 -0.041928828341220879 0.026781925154723461 0.047235207704412703 0.21933072122462358 27.750000000000004 0.57498589654917598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 8 -5 10 -2 -3 13 -4 -11 -6 -1
right_child=2 4 6 5 12 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.099638332401898844 0.13447059388729307 -0.079403246673466002 -0.030546099726661832 -0.035928654928126975 0.011531851344471484 0.078167115904209744 0.11818735347321983 -0.043288533260307557 -0.024633180393665383 0.064345519617136179 0.083670074766802452 -0.071109347478269566 0.089881966189011675 0.2638679117950804
leaf_weight=60611.198612272739 394.6609351336956 6178.6573692560196 930.7716279476881 1441.7484038174152 5581.028251811862 11696.622591882944 50933.849344432354 4977.9822111427784 9578.4662244021893 561.24789007008076 6298.4153394699097 9638.2683217972517 1912.1919627785683 42.039219617843628
leaf_count=151186 178 11636 456 856 3635 6119 18543 4047 12028 431 2310 11596 784 16
internal_value=0 -0.0761684 0.0941435 0.0378192 -0.0210888 0.0656467 0.112069 -0.0302308 -0.0461095 -0.0942428 0.0689645 -0.0636557 0.031526 -0.0993864
internal_weight=0 94103.1 76674.1 18511 23250.3 13138.4 58163 5372.64 15757.1 70852.8 7229.19 10199.5 7493.22 60653.2
internal_count=223821 191312 32509 11200 28083 6975 21309 4225 23664 163229 2766 12027 4419 151202
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=121 65 87 188 87 108 118 158 81 27 183 107 176 87
split_gain=21380 6383.14 8512.45 5187.57 5687.34 3095.11 1980.66 1642.2 3915.47 1575.53 1204.03 1150.43 1138.09 698.392
threshold=1.0000000180025095e-35 0.0032899487430025514 0.18575861070998159 0.36112840736128388 0.11853518995704027 1.9851767311595288 -0.048358990303583822 -0.1275542047611728 0.31440766208361764 0.045445296404231512 1.0833466996506254 -0.23604914883407271 -0.16100585739063533 0.23192336139306216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 10 9 -3 8 -2 -1 -5 -7 -4 -6
right_child=3 2 12 4 13 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.032036674705513961 0.069481209463596538 0.11796914739445058 0.07316846412237131 0.092288229705730557 -0.01054672714188153 -0.10606521743298472 0.068184487926899559 -0.078699904586179675 -0.068166792512873331 0.10633289385351485 0.017417348130475938 0.24117281188404782 -0.047568374052663016 -0.070509716268907105
leaf_weight=12257.436305508018 2812.6836613118649 13430.021957941353 893.2299989387393 4889.5865339636803 2752.3271880894899 112.66238653659821 19733.275087334216 24706.72878498584 7790.1072368994355 882.11995886266232 3830.5640930384398 623.17652629315853 6198.5250540748239 6600.445045992732
leaf_count=61818 4537 12321 667 5795 2000 523 28334 82754 7513 2454 2972 476 5461 6196
internal_value=0 0.0469198 0.0670806 -0.0422699 0.00130283 -0.0115705 0.0883456 -0.0645723 -0.0316519 -0.0227473 0.0593992 0.188008 -0.0323612 -0.0528639
internal_weight=0 54130.4 40255.1 53382.4 18072.9 13875.4 33163.3 35309.5 10602.8 13139.6 8720.15 735.839 7091.76 9352.77
internal_count=223821 112054 46783 111767 16963 65271 40655 94804 12050 64272 8767 999 6128 8196
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=157 115 0 154 154 157 115 13 167 41 181 68 30 115
split_gain=26793.6 20778.7 3455.41 3106.55 2421.41 2529.38 1790.2 1711.94 1328.32 1214.96 1167.04 595.794 579.636 564.231
threshold=-0.011311870128787123 0.156105983314031 3.8199527948162117 0.032251732084323761 0.029521944999404109 -0.1893053302541601 0.33128822033563193 0.045444606878899459 -0.18594564651509574 0.07266809213449478 0.4692743773544012 0.024271970850736325 16.401842370251924 0.3227565654217433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 8 13 -6 12 -1 -2 -9 -5 -8 -3 -4
right_child=1 6 4 10 5 -7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.072570885209974109 -0.058182156188284595 0.064129767934710244 -0.013208971014634578 0.14611274831323048 -0.030141388646626827 0.13758591179807819 0.096161739548040415 0.19553080938599404 0.077299033638573392 -0.041277150419902243 0.037930920661696566 -0.068333891595699914 -0.010919170225749794 -0.075797528806651859
leaf_weight=33097.880543023348 804.58891727775335 1428.4484256505966 3299.3453089296818 15845.736045233905 1613.9522431492805 2029.927360676229 225.90503037720919 407.1539616137743 7196.1951489448547 463.05693490803242 1064.1517402157187 8695.8533743992448 3681.2988650128245 2556.3200038895011
leaf_count=74703 1756 4420 11932 48163 6874 6777 684 1460 19732 1131 1861 27977 10951 5400
internal_value=0 0.0601914 -0.0540206 0.115014 -0.000705408 0.0632959 -0.0371371 -0.0689307 0.0636745 0.0695205 0.139305 -0.0641687 0.010061 -0.0405323
internal_weight=0 38942.2 43467.6 24910.7 9499.54 3643.88 14031.5 33968.1 8000.78 870.211 16909.9 8921.76 5109.75 5855.67
internal_count=223821 115544 108277 71512 30983 13651 44032 77294 21488 2591 50024 28661 15371 17332
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=124 68 139 194 115 194 115 0 123 35 119 115 173 115
split_gain=86286.9 7941.32 7158.01 3895.09 2823.38 2682.85 1596.35 1458.37 1447.53 586.633 610.277 443.009 277.942 217.682
threshold=-0.10175469961013268 0.027727452298296127 -0.11954839184310299 0.052715109557699091 0.074945393683862008 0.040638418996547639 0.156105983314031 4.5788658666462192 317.50000000000006 0.09825662909155615 -0.024204816913026415 0.054963843345602274 0.15072850701297982 0.092855984357077828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 12 -6 -3 -5 11 -4 -11 -1 -2 -10
right_child=2 3 9 7 5 -7 -8 -9 13 10 -12 -13 -14 -15
leaf_value=-0.040503618799178492 -0.086972417165618265 0.076823258849678278 -0.089982877983665291 -0.028205088680441567 0.10263306704353659 -0.03301989601291113 0.13134002906264694 0.075107500514553338 -0.086793079897546394 0.016195733659540357 -0.070758767951970336 0.075342384318916503 -0.0077719334577316173 -0.02174819920297243
leaf_weight=446.35777802765369 2338.8149228990078 6414.196886241436 53188.279114313424 2266.0467003807425 3632.6192826628685 2435.3543061167002 33030.201372772455 3441.3565544486046 2155.902004994452 924.48784731328487 6358.0821121633053 1267.4290872216225 546.66378370672464 675.79168838262558
leaf_count=2047 13698 11099 117017 2046 5765 2903 37249 4468 12131 1598 9307 2077 1206 1210
internal_value=0 0.0986191 -0.0739828 0.111302 0.0094657 0.0481894 0.122475 0.0340886 -0.0273684 -0.0863383 -0.0597203 0.0451702 -0.0719676 -0.0712699
internal_weight=0 49697.3 69424.3 45151.8 8953.45 6067.97 39444.4 5707.4 4545.48 60470.8 7282.57 1713.79 2885.48 2831.69
internal_count=223821 72327 151494 54862 23572 8668 48348 6514 17465 127922 10905 4124 14904 13341
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=160 74 116 157 74 78 91 108 6 183 151 114 108 157
split_gain=29953.6 10811.7 2910.09 2382.03 4775.59 2023.79 1405.64 1402.52 963.012 786.886 507.256 338.571 239.035 210.949
threshold=-0.17249281154191423 0.22818731554275209 -0.0016573553475068823 -0.12684635714889689 0.14582119531609278 0.092090507441580691 0.02023094148634794 1.9851767311595288 0.11488446294061253 1.4842206664495823 -0.18290272905146898 5.0044135962314238 1.8699683451948523 -0.098107707332501404
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 -5 -7 -3 13 -8 -4
right_child=2 6 11 8 -6 9 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.13530052678047544 0.16295858724519141 0.1249986119345345 0.036563960331568786 0.072435964686503693 -0.050441167290543626 0.00025153978541933965 -0.060545204808745014 -0.020668438812316121 -0.068396996838974641 0.17747467793759195 0.011796125966502497 -0.07865318345464109 0.034161820171353961 -0.063558904650909395
leaf_weight=16773.517400316894 1871.7669472545385 574.16925098001957 414.99489855766296 535.38472679629922 2384.7363612800837 1775.1130224317312 4692.5547863692045 597.06601449102163 5214.9445737302303 291.70761782675982 1274.4531106799841 25652.07222635299 282.54640458151698 426.89826312661171
leaf_count=47908 6609 1465 1019 3009 3990 2507 5907 689 45555 918 2075 98832 664 2674
internal_value=0 0.0807919 -0.0592521 -0.0133083 0.0433999 0.118809 -0.0275004 0.12994 -0.0552847 0.0252645 0.046956 -0.0766052 -0.0551666 -0.0142053
internal_weight=0 26261.1 36500.8 10006.8 4256.5 19437.4 6823.72 17370.6 5750.33 2066.82 1848.62 26494 4975.1 841.893
internal_count=223821 62133 161688 59163 10599 52022 10111 48597 48564 3425 3540 102525 6571 3693
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=94 97 193 189 118 10 63 89 181 103 95 159 94 190
split_gain=99521.8 9092.3 8308.64 4791.87 2584.57 2182.75 1576.6 1055.37 1007.15 907.043 888.895 958.813 829.27 506.494
threshold=0.046033864433390408 0.23868052862572262 0.28776315922091517 35.500000000000007 0.33693983751515394 -0.1940640391764101 0.24691435694197292 -0.0065240049994464569 -0.017503823589420341 0.30716747413258488 0.26682058837355155 0.037955201861613448 0.026781925154723461 0.072454715802624595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 13 12 -5 8 -8 -3 -6 -1 -12 -4 -2
right_child=1 6 4 5 9 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.094826281063224216 -0.086353933863656418 -0.033831033857927746 -0.063561581667761144 -0.051561565069330545 -0.0032204601340922005 0.070396321427423178 -0.07218738162250464 0.11125155406426777 0.079607267094930309 0.064696568757840092 0.16918391834356977 -0.057817648156501061 0.0027592651664871573 -0.022017231801984862
leaf_weight=61686.021542519331 3300.2219053655863 821.69348238408566 8219.2195582836866 1719.9149950891733 4428.3871190547943 10000.405638501048 315.93139454722404 43121.720921963453 16476.088773697615 3536.9534967243671 195.14554230868816 4000.9234146773815 2446.5731014162302 1944.7016329169273
leaf_count=159561 3410 631 12999 1418 7126 5650 83 16477 6374 2376 118 4928 1565 1105
internal_value=0 0.0816708 -0.0751228 0.0169468 -0.0161616 0.0524994 0.0997502 0.109917 0.0742186 0.0269376 -0.0917968 -0.0472605 -0.0483486 -0.0624993
internal_weight=0 77700.7 84513.2 16965.2 18631.1 11720.3 60735.4 43437.7 17297.8 7965.34 65882.1 4196.07 10665.8 5244.92
internal_count=223821 35148 188673 11583 24066 7068 23565 16560 7005 9502 164607 5046 14564 4515
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=165 139 158 63 63 74 130 96 176 136 191 196 67 55
split_gain=17905.9 5163.43 4672.36 6889.69 3609.38 3351.14 1730.62 1720.57 1312.68 1061.05 823.713 754.265 675.198 463.664
threshold=0.2594934942986874 -0.019074235355171002 -0.1275542047611728 0.24691435694197292 0.19133103395666703 0.068099736968468896 -0.0060864306905604954 0.010817434083723028 -0.12776144721603563 0.22648710357673488 0.4494382022471915 0.1150670285495478 -0.055932342033898151 -0.20672282285230684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 -3 13 -2 -5 -6 -8 -4 -13 -1
right_child=2 4 11 8 9 -7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.26897618906663867 -0.05278489531140073 0.024996295629266543 -0.079915517661812874 0.088075546047835726 0.029913555725163628 0.084797199890164598 -0.012870988488416751 0.065363054142079408 -0.070117383693080917 -0.059253697393006226 0.086823955475465009 0.059110263505076976 -0.051634699314910465 -0.078381379586854899
leaf_weight=38.780633993446827 1417.4984280839562 14125.537152118981 18646.774023711681 552.15568625181913 2306.7070574164391 27839.161663718522 2831.3248503655195 9449.2415033504367 10490.128126241267 3166.4380971491337 1171.7446425333619 592.29989954084158 7807.0274175852537 4228.5417174994946
leaf_count=146 6241 46388 80416 462 1405 21118 9679 9702 10746 2494 1048 1581 15890 16505
internal_value=0 0.0419944 -0.0409021 -0.00657721 0.0547063 0.0646679 -0.0309192 0.0499514 -0.0622071 -0.0216733 0.0163109 -0.0687075 -0.0438252 -0.0752247
internal_weight=0 55708.2 48955.1 21909 47437.8 41964.7 8270.39 10866.7 11042.3 5473.15 4003.07 27046.1 8399.33 4267.32
internal_count=223821 98783 125038 27151 71405 67506 27378 15943 11208 3899 10727 97887 17471 16651
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=20 79 0 115 115 160 160 14 196 124 14 115 0 170
split_gain=18846.9 9201 5416.18 6098.08 3462.76 3202.17 2055.52 1459.77 871.144 563.988 525.358 509.437 433.791 370.949
threshold=0.13088656599865192 0.21242625385918876 3.1222098436570103 0.22652348768365618 0.12845518528897035 -0.15811469552893029 -0.24627426133814273 -0.052652084402506148 0.26327844348873541 -0.1424734439369599 0.020908025507443705 0.36631725453808855 2.6527259932915688 0.12103755054644282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 5 6 -4 -2 12 -9 -6 -1 -5 -3 -12
right_child=1 7 3 11 9 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.073843870843630227 -0.046262515344976135 -0.071385147464960441 -0.042203220432956684 -0.024752317593272455 -0.01800174274963048 0.063353517331227682 0.12846360886927308 0.11844296750154347 -0.0078453374220132273 0.067844053175813018 0.034903639944178333 -0.072567562037756703 -0.0057967817773640056 -0.053210990790893031
leaf_weight=22640.188722446561 703.00738058239222 4033.3725511431694 3838.0508006736636 3038.2425108924508 2282.5728819519281 11440.339499533176 15931.334297157824 877.82420914620161 1445.9233204424381 1151.3104111105204 751.1523204818368 8357.5850075893104 1344.5354646146297 1312.7303305342793
leaf_count=55142 2607 5607 20616 9144 7104 32614 48740 2438 2124 3015 2073 27387 2910 2300
internal_value=0 0.0665471 -0.035703 -0.00445694 0.102206 0.0368368 0.121079 -0.0263695 0.0398616 0.0107806 -0.0694409 -0.0598195 -0.0549873 -0.0211416
internal_weight=0 27769.9 51378.3 26674.2 20068.2 15278.4 16634.3 7701.66 2323.75 3433.88 24704.1 11395.8 5377.91 2063.88
internal_count=223821 74545 149276 89761 61466 53230 51347 13079 4562 10119 59515 36531 8517 4373
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=124 115 140 139 44 52 197 193 114 139 140 34 190 116
split_gain=70973 7163.08 5575.73 3670.96 3195.63 2499.06 1978.32 1718.86 1229.66 440.019 362.751 263.264 412.409 139.438
threshold=-0.088779312682509853 0.071595592099426425 -0.10730171497962301 -0.035137389925867742 0.086955071516320509 0.094541453698185327 0.035665777182157403 0.22763438332129127 12.296208271192461 -0.12264819372275136 -0.19247470691792992 0.096421755884449969 -0.249437572061778 0.018846947440231972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 10 13 -7 -3 -5 -6 -1 -4 -13 -2
right_child=2 3 11 8 9 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.023520880640519978 -0.088507290431828561 0.11567386390269513 -0.088635552126517039 -0.06121220994221515 0.097839563542706884 0.088588622091099745 -0.029254729996117446 0.038106179543654833 0.052711708525644607 -0.068330597819254713 -0.087397615966825215 0.1829599019208149 -0.068171373958983844 -0.049266046032203123
leaf_weight=1317.0148440003395 1729.1814337074757 36731.11172260344 47678.842098399997 1529.2446731701493 1967.9302730560303 3305.7947097569704 2503.3575417995453 3097.7154569774866 2490.340974740684 173.39591646939516 2735.9062592536211 66.232103645801544 5156.7839282527566 1901.0247568562627
leaf_count=5648 10982 45476 115067 1935 3286 5023 2753 3156 2603 514 14115 114 7977 5172
internal_value=0 0.0862292 -0.0736679 0.100449 -0.0144321 -0.00286888 0.037806 0.109641 0.00936954 0.0843838 -0.0666406 -0.0863007 -0.0649868 -0.0679579
internal_weight=0 50042.7 62341.2 43848.4 6194.25 9439.36 5809.15 39828.8 4019.59 2141.33 4052.92 52901.9 5223.02 3630.21
internal_count=223821 76733 147088 53170 23563 23930 7776 48632 4538 3800 19763 123158 8091 16154
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=166 74 116 157 83 94 157 105 165 163 112 129 115 68
split_gain=24573.6 8989.33 2423.94 2414.2 3569.83 1826.21 1579.19 1110.9 911.977 510.718 501.997 287.234 243.354 284.264
threshold=-0.1731096224485294 0.18035406106396717 1.0000000180025095e-35 -0.18543752578970774 0.13009222388299238 0.019888418481477786 -0.32298191837213758 3.1571779746656552 0.080552432608500091 -0.25393351288254468 0.92511153574656957 1.0196218613214234 0.027727641426202539 0.90435451122491151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 9 10 -8 -5 -3 -1 -7 13 -4
right_child=2 5 12 8 -6 11 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.14797034639264725 0.18264166587500608 0.08038553572847143 -0.049875757409101905 0.081385753079732365 -0.036251248852040077 -0.066694668020569975 0.02171429829230935 0.098135876474922557 -0.062442297478470611 -0.0060876591366367085 -0.056517326221694364 0.0030088348005871796 -0.079090588411420623 0.1683100424370359
leaf_weight=6610.0885234996676 1302.9466653503478 1598.9660074040294 2052.0302929915488 477.7740816026926 1740.0210215225816 4381.5350063294172 2309.1868725270033 10791.223318744451 5705.3513912633061 1192.2754501402378 122.27210633456707 683.39742821455002 21463.171511620283 61.502691257745028
leaf_count=19285 4462 3335 11115 2307 2998 5792 3727 28447 48880 1918 93 1330 89763 369
internal_value=0 0.0690327 -0.0588976 -0.0154428 0.0574749 -0.0214982 0.104894 0.0846652 -0.0513286 0.0434486 0.144256 -0.0572898 -0.0759025 -0.0435267
internal_weight=0 27688.9 32802.8 9226.09 3042.97 7856.17 19832.8 13100.4 6183.13 2791.24 6732.36 5064.93 23576.7 2113.53
internal_count=223821 63927 159894 58647 7460 12375 51552 32174 51187 5253 19378 7122 101247 11484
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=94 190 61 118 132 190 7 94 115 94 184 169 187 129
split_gain=81220.4 9150.49 5855.42 2574.65 2495.31 1427.65 1311.48 1236.44 1113.77 1075.06 1032.15 722.977 646.038 592.499
threshold=0.053940921713588282 0.26786353776577299 0.22862180227319365 0.18019247897651552 0.19541517387640492 0.16680339075745151 0.89252819150672236 0.091966338653090132 0.011473407176445511 0.030129265466692205 0.13206115046273417 2.6134189965103141 0.087246499076673215 1.0191763388538917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 9 5 -2 -6 12 -5 -3 11 -1 -4 -9
right_child=2 3 7 8 6 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.091667502292243477 -0.058839997729623332 -0.069112740788357094 -0.014771939686487809 -0.026699947560351867 0.078154406812408428 0.030236718257839162 -0.0067411194430130024 0.10560319736574766 0.045563613176692858 0.012069074624125514 -0.055505691031089294 0.22301003919485055 0.068626696250092323 0.074055763878685552
leaf_weight=53933.783451423049 3782.7776586562395 6308.1742734462023 1129.279483422637 2945.7126242220402 8351.9761496037245 3431.3488146215677 2326.5627199560404 39376.871552139521 7729.0664154291153 2200.175703316927 9504.6880503892899 73.110720917582512 5233.0318996161222 7013.7110531628132
leaf_count=149395 3214 9238 609 4815 4270 1781 1935 15594 5583 1192 21017 72 1943 3163
internal_value=0 -0.0676118 0.0783971 -0.00708473 0.0289635 -0.0164713 0.059658 0.0951639 0.0256224 -0.0481199 -0.0858935 -0.0912415 0.0538238 0.100834
internal_weight=0 82694.7 70645.6 19183.1 17892.7 7214.13 10678.5 52752.9 10674.8 8508.35 63511.6 54006.9 6362.31 46390.6
internal_count=223821 191312 32509 20828 11200 4995 6205 21309 10398 10430 170484 149467 2552 18757
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=166 87 96 165 12 183 194 21 109 161 127 56 176 127
split_gain=15468.7 4023.92 3820.89 3447.38 3010.83 2421.13 2109.49 2325.21 1631.96 803.897 683.747 614.766 495.097 410.363
threshold=-0.04734782540594689 0.23192336139306216 0.0073880490358709206 0.16623856335119155 1.5012310895402565 1.1184020885585768 0.33000897487502118 0.37409190366622019 -0.048903153864040171 -0.024413719763326992 -0.28048808519653429 1.755864078409932 -0.15316224932965414 0.56902897518086737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -4 9 -8 -2 -5 -10 12 -3 -13
right_child=3 11 5 6 -6 -7 7 -9 10 -11 -12 13 -14 -15
leaf_value=0.082032867236216889 -0.063355519868419335 0.041110169242018262 0.077042618243933034 -0.020472302461304409 -0.024451161816748491 0.011643824258853169 0.019256113813937509 -0.071673822413721069 -0.087330279753141227 -0.073247296325818487 0.059710439756781343 0.051773277275146856 -0.055981295531328884 0.62391968923906449
leaf_weight=3578.3275141119957 1628.0391378626227 588.73484883457422 29772.527859307826 3290.6804821640253 10294.24948041141 6989.8291013538837 7238.7849552482367 4598.8259393274784 336.95990333706141 23488.736451212317 5143.5522768199444 28.462787210941315 4867.0711400061846 22.40267663449049
leaf_count=9646 7067 440 27193 10979 46001 5774 9544 5410 536 90267 5975 38 4939 12
internal_value=0 0.0389046 0.0477334 -0.0394424 0.0030156 0.064608 -0.051223 -0.0160695 0.0245552 -0.0667623 0.0506699 -0.042278 -0.0455042 0.303764
internal_weight=0 56141.6 50634.9 45725.6 13872.6 36762.4 38617 11837.6 7108.55 26779.4 5480.51 5506.67 5455.81 50.8655
internal_count=223821 94043 88614 129778 55647 32967 116200 14954 13578 101246 6511 5429 5379 50
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=156 115 157 67 157 14 36 31 95 38 115 35 156 167
split_gain=20110.4 14516.6 3615.65 2515.15 2590.98 1148.21 1015.52 906.686 812.024 677.136 582.096 344.343 281.92 192.226
threshold=2.1403213926242679 0.21482088459447465 0.026647250797203988 0.06823018508324212 -0.16912614876778814 0.0082583681444707412 7.4200341187689274 -0.002811701391007749 -0.0051561159461017249 0.079235398489879663 0.35699453223020655 0.17697913399129342 1.46316369512775 -0.26632836939069565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 12 11 13 -5 -7 -8 -3 -1 -4
right_child=1 6 7 8 -6 9 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.076951022996384663 -0.0090899225914538393 0.099037675934224495 -0.025097454259658997 -0.0034360920413685709 0.11386621824167323 0.03560677149294577 -0.017450699293137351 -0.0067299570792963732 0.067384332549620729 -0.055566041805843881 -0.070231333851136765 -0.0060554684347122554 -0.053765637605453678 0.10159879268537482
leaf_weight=21888.154286388308 1872.9187019281089 547.54801400750875 129.4626289755106 3186.7346922755241 20174.441689513624 1673.1024757772684 2899.6752696186304 2008.7949728518724 3291.0162039771676 1587.547407310456 7478.6354862302542 724.05697245895863 6896.9167805835605 1596.5823845043778
leaf_count=51953 8803 1649 332 8551 60554 4033 9291 4563 8736 3093 27839 2383 27707 4334
internal_value=0 0.0489106 -0.0541727 0.0873257 0.103421 -0.065025 -0.0451499 0.0389421 0.0325442 -0.00878351 -0.0554846 0.0391972 -0.0713958 0.0920959
internal_weight=0 40175 35780.6 28525.1 22047.4 32045.7 11649.9 3734.84 6477.75 3260.65 10378.3 1271.6 28785.1 1726.05
internal_count=223821 127806 96015 86644 69357 86786 41162 9229 17287 7126 37130 4032 79660 4666
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=124 67 14 12 115 184 184 115 166 151 34 156 173 34
split_gain=58673.1 6831.09 3836.89 3034.53 2711.83 2239.36 1996.5 1203.09 735.378 722.127 419.813 744.269 262.375 115.733
threshold=-0.088779312682509853 0.027472057385841225 0.077982000704650681 2.261767372847173 0.061286972420757382 0.064857942748702824 0.7628035396541426 0.043229503974300428 -0.069302737515932633 0.0054193540671497497 0.096421755884449969 2.4287758619969098 0.13662620216136898 0.3703853534339005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 9 12 -6 -5 13 -9 -3 -2 -12 -4 -1
right_child=2 3 4 6 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.08800135335510377 -0.087286598572944976 -0.046509812757384493 -0.089440921508468649 0.10070844904829637 0.092372784912284553 -0.026870648568973622 -0.04723428846476365 -0.074939590649539742 0.051256848980331504 0.061890151017144152 -0.077015034191949022 0.015929021834212253 -0.0044404847013720097 0.017884543332092405
leaf_weight=2381.449622862041 41538.239070162177 1859.8665377646685 3676.0083471015096 39898.214892573655 2709.7865405753255 3760.4705105647445 933.52402179688215 636.08991188555956 1684.8585093021393 917.81818149238825 3955.4874621629715 1101.4801929071546 402.95260179787874 107.90103592723608
leaf_count=15323 101694 1973 25631 52861 5264 5553 694 834 3406 1254 5663 1996 1287 388
internal_value=0 0.0779712 -0.0716453 0.0904459 -0.0171871 0.0230693 0.0973261 -0.0351223 0.0166709 -0.0106917 -0.0839747 -0.0567705 -0.0810439 -0.0834117
internal_weight=0 48419.7 57144.4 43609.4 10549.2 6470.26 40831.7 4810.3 2320.95 2777.68 46595.2 5056.97 4078.96 2489.35
internal_count=223821 76733 147088 56782 37735 10817 53555 19951 4240 3227 109353 7659 26918 15711
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=167 78 173 166 81 13 137 103 123 180 103 183 157 103
split_gain=20325.4 7202.62 1941.44 1748.01 1739.48 1540.43 1395.74 1236.75 1001.01 456.653 274.542 242.632 185.372 1422.6
threshold=-0.13926938694077429 0.099840173752402214 -0.13923475085607814 -0.049960252620787425 0.18924081691212855 -0.045897377735381772 0.0536272147523566 0.19172813553543297 1731.5000000000002 41.14390896921018 0.22421452944836254 1.6801300439854658 -0.17744911340627798 0.19802452623442451
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 -6 -9 13 -5
right_child=3 7 6 12 10 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.13877329276479058 0.094530034780025252 0.0037101104073325886 0.084484844397945125 0.07832139298528773 -0.015771889505141402 -0.058996919500468592 0.022426181338139707 -0.064693238469497802 -0.037931451219845147 0.12111622632467565 -0.076082852393665551 0.011033682322576184 -0.081233941438873164 -0.077063708714126183
leaf_weight=6154.4422205835581 1899.9004123844206 886.38337659463286 11698.509783022106 658.13683358207345 1019.2791944257915 996.22655979916453 5250.7262501902878 4711.8672484941781 338.20139968022704 529.00403637066483 2908.5437894389033 464.84545643255115 15070.422721911222 5625.2645219452679
leaf_count=19563 7053 1396 31927 2106 3382 7721 9374 6731 333 1442 5619 1090 114035 12049
internal_value=0 0.0571022 0.0830712 -0.0611379 -0.0170785 0.0417189 0.0652596 -0.0352448 0.129569 0.0475909 -0.060432 -0.0578933 -0.0752178 -0.0607883
internal_weight=0 30034 23441.9 28177.8 6823.95 2896.13 16949.2 6592.1 6492.64 1415.39 3927.82 5176.71 21353.8 6283.4
internal_count=223821 71856 61197 151965 23775 14774 41301 10659 19896 2838 9001 7821 128190 14155
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=91 181 97 180 73 10 192 178 169 129 69 21 89 169
split_gain=66082 9007.35 5491.94 3154.37 2647.15 1569.25 1375.96 945.501 886.302 875.648 826.2 575.474 575.372 490.507
threshold=0.072615097128352471 0.18056711801514014 0.32828631584152052 38.089022757697464 0.35422384498492171 -0.15650617435312988 18.467182636474828 -0.17322755780724011 0.23083977088141672 1.0198780959273857 0.15483444133922758 0.20052823707452674 -0.0037800215336446555 5.2927069280431551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 8 -5 -6 -2 -3 12 13 -12 -4 -1
right_child=2 4 9 5 6 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.09095910383891484 -0.11416847066474869 -0.064126848460069261 -0.0085358835977986294 -0.020343118274033508 -0.01309101792026271 0.071266615292401247 0.053776978220154981 -0.013969647661377716 -0.012273955862922714 0.048481487386179543 -0.060506488778961254 0.047241009325770938 0.09676533108723942 0.27684778002202404
leaf_weight=46882.575655288994 1188.2966893613338 8682.1151583045721 525.27655851840973 2282.2641505599022 6389.5859156399965 10347.698216855526 5936.2988198697567 4539.0672426521778 5313.9285960048437 4362.8785794973373 4955.3285351395607 550.78757378458977 42730.066434413195 36.28620445728302
leaf_count=151411 472 18689 150 1644 5312 5629 3282 4273 7861 2151 4433 285 18207 22
internal_value=0 -0.0624094 0.073266 0.0267981 -0.0146794 0.0547125 0.0191134 -0.0347586 -0.0444397 0.0911799 -0.0863741 -0.0497283 0.0954866 -0.0906746
internal_weight=0 78746.9 65975.5 18357.3 26321.9 12630 12325.9 5727.36 13996 47618.2 52425 5506.12 43255.3 46918.9
internal_count=223821 191295 32526 12018 35144 7273 8594 4745 26550 20508 156151 4718 18357 151433
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=10 194 87 135 87 111 130 158 94 97 97 77 194 152
split_gain=13075.3 3249.91 3228.8 3906.28 2882.55 2059.32 1912.16 1496.22 2338.74 1393.3 799.45 1524 469.113 426.991
threshold=-0.017860645585767713 0.31903507065539649 0.18575861070998159 0.017594386572045657 0.2153638965861733 0.36542431364918265 0.72374643180046949 -0.15016359689897438 0.079370933649015318 0.22819739500403788 0.56085525421659088 0.90794392656016798 0.040638418996547639 -0.54080460241535966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 6 -1 -3 8 -2 -5 11 -4 -9 -6
right_child=1 4 10 9 13 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.013995198757882826 0.044906916237403637 0.014190584410833576 -0.029914692146188693 0.078863623161908494 0.16847690277262806 0.070696243870654304 0.15698410985851627 -0.081134318515046169 -0.072039524877431385 0.035561886074931146 -0.067766067022620141 0.12287242759964874 -0.043193372534743243 -0.06677051809173111
leaf_weight=12892.91587433964 3124.9200304150581 9439.251642934978 3260.1006966978312 22054.638641409576 78.355155937373638 3693.5782470479608 1041.243649289012 15575.509475428611 3776.8455750644207 11206.494831830263 2934.9346551895142 816.31820942461491 4121.0687727071345 5041.1686691865325
leaf_count=55751 4332 10792 3358 27019 81 7526 521 81064 4952 6606 3182 446 11753 6438
internal_value=0 -0.0379033 0.0355688 0.0445059 -0.00166623 0.00486439 0.0283772 -0.0591564 -0.0190896 0.0642742 -0.0279705 0.000681503 -0.073196 -0.06317
internal_weight=0 42198.4 56859 49847.6 15600 16586.5 10480.5 26598.3 6901.77 33261.1 7011.35 4076.42 19696.6 5119.52
internal_count=223821 119933 103888 96902 17832 63277 11313 102101 9284 33625 6986 3804 92817 6519
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=157 155 115 12 157 38 190 19 44 157 0 150 67 31
split_gain=15917.2 10278.3 3161.63 2305.27 1590.98 1931.98 1261.14 912.366 717.612 571.781 706.985 258.931 165.911 92.6322
threshold=-0.035515319205556742 0.0072404406899785638 0.33128822033563193 2.7251594228102682 -0.1893053302541601 0.076381700042724696 0.61299091640597747 -0.01157647004502226 0.1332942695524803 -0.21441156041075629 2.592299923941114 0.56921148807695732 0.0071431429640281081 -0.042608286005372829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 11 -6 8 -2 -3 -1 -11 -5 -4 -8
right_child=1 6 12 4 5 -7 13 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.075720026184119618 -0.0059198979677127445 0.10763512643719797 0.14359699065019677 -0.060283565074683076 0.10571414740885575 -0.0368152723557282 0.038444983999994659 0.047900617484455454 0.046569001892691725 -0.061890089782498298 -0.0013397631566161893 0.0073100567146672391 -0.063732698068540247 -0.036828509611536817
leaf_weight=16267.141587603837 6073.0982246473432 16554.361930325627 38.818162493407726 3091.385585129261 2172.6283684596419 1691.421608351171 212.67737145721912 6543.3467193059623 2177.4967413172126 6870.4545101113617 2680.6938389837742 693.94072157889605 6772.3860658481717 706.80759091675282
leaf_count=53020 16611 51514 130 10946 6819 4761 399 16986 5961 15771 9398 2286 28396 823
internal_value=0 0.0439318 -0.00764735 -0.0500313 -0.00181447 0.0433243 0.0949238 0.0219934 0.100536 -0.0643169 -0.0448956 -0.047892 -0.0625511 -0.0194177
internal_weight=0 39079 19427.6 33467.7 7649.38 3864.05 19651.3 12616.4 18731.9 25818.3 9551.15 3785.33 6811.2 919.485
internal_count=223821 120820 62123 103001 24812 11580 58697 33597 57475 78189 25169 13232 28526 1222
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=125 66 139 181 52 106 52 12 181 139 116 77 119 176
split_gain=49191.3 4991.38 4967.43 2533.11 1949.18 1792.6 1564.1 1101.39 1060.45 445.037 359.123 282.589 172.777 168.669
threshold=-0.094074590482101011 4.3320307096299304 -0.12871721396000421 0.76280353965414249 0.094541453698185327 0.2297211848185188 0.13905024494650378 2.261767372847173 0.017136762841522428 -0.022295764492111309 0.023584277135085919 -0.35914641964089722 0.22496375781172548 0.23813570484080165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 13 -3 11 -8 -6 10 -4 -1 -5 -2
right_child=2 3 9 12 8 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.071804643599788082 -0.07919672780692813 0.044849081687761139 -0.08661929507038342 -0.009290106019633761 0.086121196026414965 0.10095218926737493 -0.067075432925822007 0.060069785751955443 -0.012686871045004539 -0.085455232593966091 -0.028929432959000103 -0.067289007570431297 -0.077941231824893736 -0.027753449796450426
leaf_weight=153.96522369980812 1706.0342174097896 6990.6027686223388 1811.3190850093961 737.7514790147543 2744.6286704018712 30734.613600179553 854.40166683495045 3362.8217213153839 1797.5762968212366 40758.047336310148 2669.145329862833 2845.8787427693605 728.69810958951712 1017.4578037559986
leaf_count=154 13107 12933 14155 669 4343 40161 1104 5524 2457 107153 5954 13502 585 2020
internal_value=0 0.0714704 -0.0698398 0.0855437 0.00691121 0.0905561 -0.00495303 0.0343104 0.0470179 -0.0821667 -0.0522517 -0.0601501 -0.0434038 -0.0599783
internal_weight=0 46408.7 52504.2 39191.7 7265.7 37725.2 7217.07 4217.22 4542.2 45238.5 4480.46 2999.84 1466.45 2723.49
internal_count=223821 74632 149189 54348 21927 53094 20284 6628 6800 127262 20109 13656 1254 15127
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=166 73 116 151 130 136 73 85 21 19 164 3 74 108
split_gain=16845.3 5079.38 2918.68 1890.67 1339.39 1238.7 1141.69 1054.79 796.116 663.891 351.014 329.851 213.355 193.608
threshold=-0.20374560284828672 0.2299325760719553 1.0000000180025095e-35 -0.049371047281393091 -0.22904828653668491 0.08589821083428463 0.14434102916004551 -0.040303415851910128 0.073627485904593906 -0.065794871326214546 -0.23093427108107648 14.294046574438454 0.1972885917507394 1.8592141001717144
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 -6 -2 -1 10 -5 -3 12 -4 -10
right_child=2 8 11 9 5 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.17611759180495898 0.093477247686407458 0.073999296384626295 0.040798338466961549 0.029672041889078613 0.103155148512261 0.033233500203337069 -0.026092710245119079 -0.020554987508808627 -0.058594376272767992 -0.05298190971853587 -0.023420879217467366 -0.075198807153460598 -0.051342495815147521 0.030084651748536612
leaf_weight=319.72027267515659 2329.5258304663002 887.92554581165314 387.58371075615287 1185.1840185523033 15114.691638696939 3043.8641316778958 1215.082854192704 1854.0180364996195 3486.506179805845 5397.1149398498237 633.88689559698105 19159.220713509247 714.71156710013747 264.90265154093504
leaf_count=1058 10774 1930 2697 4033 41183 5289 3080 2494 5202 44561 829 97764 2299 628
internal_value=0 0.0598721 -0.0502284 -0.00639186 0.0825542 0.0914344 0.052489 0.00837223 -0.0275847 -0.0380995 0.0334205 -0.0721384 -0.0189444 -0.0523324
internal_weight=0 25605.5 30388.4 10126.9 20332.3 18158.6 3544.61 2173.74 5273.22 6582.3 1521.81 20261.5 1102.3 3751.41
internal_count=223821 58613 165208 62448 50024 46472 13854 3552 8589 48594 2759 102760 4996 5830
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=94 63 196 190 118 176 195 100 192 157 178 99 73 94
split_gain=55366.8 6314.49 6133.09 3978.8 1940.38 1288.95 1154.86 1104.71 1069.19 1028.47 1023.44 679.303 596.43 444.227
threshold=0.041936988280855174 0.19133103395666703 0.22763438332129091 0.15398829688943697 0.23318953665208123 -0.16100585739063533 0.22361363844707632 0.97078782456543533 23.520406152515019 0.018859357604055344 -0.13488256368557658 0.62548682062784988 0.27668384233724164 0.025977645208440224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 12 7 -2 -3 -6 -7 -5 13 -4 -1
right_child=1 5 4 10 8 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.088863837066561424 0.086918640369384348 -0.076705823818916691 -0.075800603426596891 -0.023669806900522138 -0.0067432138716221673 0.08887724092775634 -0.051370813700107078 0.085991633577310836 0.067864784448921342 0.0062311956817123456 0.058376884517341909 0.22363589580697274 -0.025029122092131553 -0.05932344453366635
leaf_weight=42000.410501591861 659.98837557435036 922.24821272492409 4693.2132129594684 1720.9144962728024 7285.6517319083214 43457.421327382326 7103.5584585219622 762.28877283632755 2608.5275666117668 1559.7829423695803 13044.363237306476 71.288736537098885 4563.6770669221878 5792.7499088719487
leaf_count=148604 476 499 10821 897 11120 20219 6882 329 2442 1481 6134 27 4380 9510
internal_value=0 0.061824 -0.0656877 0.0183412 -0.0178619 0.0828 -0.0396147 -0.00308177 0.0129266 0.0860137 0.0488142 -0.0848233 -0.0507701 -0.0852834
internal_weight=0 69230.6 67015.5 22528.8 19151.1 46701.7 7763.55 1684.54 9894.18 45017.2 14765.3 47864.4 9256.89 47793.2
internal_count=223821 36917 186904 14389 28763 22528 7358 828 13562 21700 7031 158141 15201 158114
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=139 87 98 118 194 138 6 136 96 86 76 59 38 2
split_gain=10830.6 9358.68 2345.67 2644.47 1931.44 1863.91 1422.54 799.261 757.157 959.953 688.506 657.63 647.993 516.736
threshold=-0.031984327921221266 0.23192336139306216 0.0056089779321003737 -0.079013830215393807 0.019260210919831201 0.46927157781117745 0.28753133284975174 0.23374389660162034 -0.14593361991542042 -0.19829734581571809 0.89545562477804175 -0.0028846065365704704 -0.11802179620190241 1.0863766361576883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 8 -2 11 10 9 -1 -3 -6 -10 -8
right_child=1 7 3 -5 6 -7 13 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.0887113931472156 -0.018148067183667623 -0.036969566741513402 0.086044321483400535 0.034450518839876827 -0.093879254127887543 0.076478713341923688 -0.048147199453775089 -0.068817217724238364 0.19652829096689547 0.332586896268664 0.079416184913582821 0.064133243528324807 -0.082257791900613081 0.359961421324966
leaf_weight=116.17656277865171 10204.836960874498 1978.0579105913639 13927.846783790737 34648.422014251351 298.63867604732513 2615.0111928805709 5241.8932812325656 9852.1577797606587 83.864081412553787 101.19321776181459 684.06400061771274 2231.5152000263333 14252.803452476859 31.2100939899683
leaf_count=610 48413 2459 10603 37844 1482 6131 14912 13876 548 87 465 3348 83001 42
internal_value=0 0.023137 0.0392022 0.0492436 -0.0562967 0.00115404 -0.016156 -0.0556804 -0.0778185 0.107418 -0.00706286 0.0454827 -0.080627 -0.0457317
internal_weight=0 73910.4 61396.1 48576.3 22357.3 12819.8 7803.26 12514.3 14554 217.37 2662.12 2530.15 14336.7 5273.1
internal_count=223821 119791 102991 48447 104030 54544 19784 16800 84246 697 2924 4830 83549 14954
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=156 155 44 157 157 44 31 157 20 31 189 31 151 81
split_gain=14667.2 8589.89 2306.17 2249.55 1568.99 1100.09 827.677 606.549 602.101 475.624 274.671 244.824 162.209 97.0097
threshold=1.9916350386944033 -0.028549558847756198 0.23839466121773703 0.026647250797203988 -0.16036217455693788 0.11618578904395498 0.15589380164496558 -0.21441156041075629 0.13088656599865192 -0.003634553396058266 28.500000000000004 0.22027655376650465 0.22740855245774175 2.1096608019114917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 10 -6 -2 13 -9 12 -3 -4 -5 -1
right_child=1 4 11 9 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.076588196048329532 0.040547756241697111 0.21418323341297396 -0.028055728495416956 0.04027715987668351 0.099915142487911945 0.036823597445167076 -0.019222276992574221 -0.05816647857680405 -0.0036421603282224394 -0.00873654759305619 -0.010527391614844112 -0.065780191818922071 0.10832805635871656 -0.023434378272464466
leaf_weight=15034.250785008073 6604.0738454163074 55.998829372227192 2600.8556511886418 789.99877355247736 17025.302245784551 3299.2158654294908 3568.8403117284179 8020.468866776675 2709.4886005856097 1629.2120897993445 1900.2156136073172 5081.2825552970171 629.29206072539091 351.38229266181588
leaf_count=52710 18543 330 8176 1943 54401 8606 12839 22442 5727 3605 9080 22831 1774 814
internal_value=0 0.0400273 -0.0116515 -0.0531584 0.081441 0.0896737 0.0195794 -0.0626473 -0.0443982 0.0281303 -0.0040948 -0.0530082 0.0704499 -0.0753743
internal_weight=0 40135.8 17855.1 29164.1 22280.7 20324.5 10172.9 26115.6 10730 3048.5 1956.21 7682.14 1419.29 15385.6
internal_count=223821 134806 62389 89015 72417 63007 31382 81693 28169 7322 9410 31007 3717 53524
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=139 52 123 190 67 126 104 126 76 167 35 112 157 156
split_gain=41298.4 7169.69 3476.68 2313.82 2228.47 1401.57 760.528 756.374 572.354 515.148 497.857 469.832 357.723 201.305
threshold=-0.063226432498342491 0.14913972166143133 297.50000000000006 0.33522649301478963 0.055226035144681572 0.9128015644411972 0.20757847264884582 0.91864723525045633 -0.01799178957522795 -0.10347969259392263 0.094356888614878523 -0.25880724176640529 -0.16912614876778814 2.4041275783256273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 7 11 -6 -5 -3 9 -2 -4 -1 -12 -10
right_child=2 3 10 6 5 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.022422872343514488 -0.036807020212252226 0.09754010300937134 -0.085481336612573733 0.046330206821451732 0.064543917220389088 -0.031407975345899043 -0.051451592625941227 0.059601843278597549 -0.080099784153654638 0.078325967260912455 -0.078677383150703883 -0.07384017302820238 -0.030132601129689313 0.0032012521237572106
leaf_weight=578.58672012388706 498.17553015053272 26703.841211847961 35371.997398622334 1716.9132932797074 4062.5556593611836 2434.6374314874411 1482.0317898690701 6542.6525768116117 511.2958362698555 1767.284211345017 3046.1517724469304 4098.9057614021003 3025.7713363990188 670.58762888610363
leaf_count=1931 826 37372 111162 1926 7732 4892 1167 9330 1076 2569 5136 30877 6084 1741
internal_value=0 0.0607726 -0.072914 0.0822583 -0.00930175 0.0285887 0.00102911 0.0900741 0.0235776 0.0530082 -0.0809403 -0.0619328 -0.0544865 -0.0328357
internal_weight=0 47620.1 44891.3 36445.4 11174.7 6497.19 3198.95 33246.5 3447.34 2265.46 41443.9 4677.49 6071.92 1181.88
internal_count=223821 95227 128594 49795 45432 12624 3093 46702 6212 3395 122382 32808 11220 2817
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=145 74 13 114 10 136 134 114 13 106 125 116 14 173
split_gain=13932.9 5108.76 3016.66 1493.71 1328.54 1242.13 624.689 604.731 697.807 538.23 389.512 319.111 377.342 55.9398
threshold=-0.041240711175589431 0.09715969626195102 -0.03336503959441136 4.4216357812855138 -0.26460567482338254 0.022829144139968754 0.085348636495781546 5.4353722005749558 -0.087554355111932616 -0.19698351968305247 0.50425297351059706 0.0038318969110065809 -0.15249749830333262 0.91952713787216067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 -4 -1 -5 8 9 -2 -3 12 -9 -10
right_child=7 3 4 6 -6 -7 -8 11 13 -11 -12 -13 -14 -15
leaf_value=0.10275156501967225 -0.063398286067604559 0.1038705463532059 0.12084923489242226 -0.0016047814743915898 -0.050688736165561743 0.047615804484268061 -0.052579952612164096 -0.012880239357384381 -0.073245609002977066 0.09008127176542681 -0.0016266462953626812 -0.076749076069389285 -0.074364478897607417 -0.0032954578332685656
leaf_weight=12461.374813433737 328.78824315592647 1199.8029852733016 545.80487344786525 4520.8607354946434 2612.9896240457892 6079.4084755554795 5134.3950358629227 1921.6750841923058 1138.7764358110726 749.01074174046516 494.10500324144959 14398.58296020329 2077.0722028762102 127.0840008854866
leaf_count=37313 497 3352 1779 11718 15934 12380 9068 5438 14870 3100 750 83340 23887 395
internal_value=0 0.0408491 0.069283 -0.0135165 -0.0210489 0.0846729 -0.028712 -0.063714 -0.0158734 0.0432615 0.0730975 -0.0698085 -0.044817 -0.0662231
internal_weight=0 33048.7 21699.6 11349.2 3158.79 18540.8 9655.26 20741 2343.66 1077.8 1693.91 18397.3 3998.75 1265.86
internal_count=223821 92294 67406 24888 17713 49693 20786 131527 18862 3597 4102 112665 29325 15265
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=91 193 23 91 183 186 190 69 176 103 19 8 69 71
split_gain=44391.7 6444.85 5109.26 1784.58 1574.98 1405.79 1060.25 889.061 819.584 768.095 751.634 664.833 597.625 364.819
threshold=0.060197606548729153 0.19466809082857964 0.10210948699575532 0.12842537254986733 1.1144755561152859 23.750000000000004 0.14938299549070347 0.86045565291117165 -0.16100585739063533 0.32780415925352685 -0.016089274150215681 -0.10225475923326577 0.11541818903953256 1.5766823678533768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 6 9 13 -4 12 -5 -3 -7 -6 -1 -2
right_child=2 4 3 8 11 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.087147284564054239 -0.064934718815097867 -0.048262948963547603 -0.012724671491126154 -0.00065421366126573255 -0.037667524041767646 0.053418397124935763 0.053867711039052614 0.19442635973415523 0.082348810800034145 -0.0020555910192439322 -0.023980891316405767 0.044422489365964352 -0.053383455594865417 0.16851557957539198
leaf_weight=36955.077910348773 3520.1797663196921 10075.365924313664 3198.6796042472124 1225.634957164526 1234.2622962296009 2997.2297566980124 9467.368374556303 116.36480893194675 40476.494903996587 5595.2220471948385 2158.0786807760596 4916.3675788938999 6108.9331398382783 68.23798394203186
leaf_count=146500 4304 22020 2186 554 2402 2016 3883 46 20903 4818 2148 3826 8191 24
internal_value=0 -0.0592276 0.0585142 0.0699246 -0.0149333 -0.012435 0.0370505 -0.0816118 0.0799093 -0.0317645 0.0210181 0.0279493 -0.0823576 -0.0604954
internal_weight=0 65001.6 63111.9 54368.2 21821.2 8743.73 12666 43180.4 41702.1 15670.6 5155.31 6150.63 43064 3588.42
internal_count=223821 187803 36018 27526 33066 8492 6069 154737 21457 26838 4164 6228 154691 4328
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=10 182 87 78 87 12 63 118 97 134 117 130 1 102
split_gain=8927.23 2871.64 1911.49 1984.95 1656.73 1638.67 1540.01 1074.2 1028.2 839.273 535.978 382.065 360.453 282.526
threshold=-0.017860645585767713 0.702982456348625 0.2681700225632741 0.027743149493630669 0.24961705132756595 3.5548269272931194 0.33117905233442674 0.1303812566049837 0.31444976004679415 0.024555633995604894 4.0711567177006147 1.0162909641875189 -0.093570321861556074 0.49890936812096448
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 7 6 -2 -3 -5 -1 13 -6 -12 -4
right_child=1 4 10 8 11 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.026333255157873894 -0.0059532709437549449 0.10187606853364478 0.25715204489566751 0.053906393916865802 -0.060310258093517824 -0.07451630456318728 -0.076857082159365819 0.015114014130078507 0.017054168889164372 0.031973125511215804 0.010956603004720587 0.28536798847837713 0.21180654805129709 -0.058632718296785791
leaf_weight=6360.6921879984438 10763.834569502622 1989.9959978237748 28.59460811316967 31802.762979768217 2422.9273939579725 13089.032842434943 4281.8240970149636 5044.011015355587 9936.4049213752151 4034.6449835449457 591.43813518807292 32.401264898478985 105.25348008796573 3083.9451491497457
leaf_count=31661 26645 1545 32 52348 3753 76779 7173 3996 6175 8729 868 42 174 3901
internal_value=0 -0.0325969 0.0303991 0.0353956 0.0149733 -0.0486415 -0.0261317 0.0396599 0.0451334 -0.00370334 -0.0379849 -0.0557486 0.0413002 -0.0557316
internal_weight=0 37624 55943.7 52134.5 9489.34 28134.7 15045.7 7034.01 41739.2 10395.3 3809.23 2455.33 696.692 3112.54
internal_count=223821 119933 103888 98913 9336 110597 33818 5541 58523 40390 4975 3795 1042 3933
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=1 67 166 13 155 115 0 151 0 196 76 151 196 66
split_gain=10250.6 7399.35 2977.81 1572.45 1517.36 1282.14 1110.82 944.484 702.524 570.226 650.246 369.902 351.427 157.556
threshold=-0.096655210284147225 0.12427405348018973 -0.16829477598789291 -0.049734717621410678 0.049450733297168877 0.33128822033563193 3.8199527948162117 0.025926256621753085 5.7832071491548307 0.22763438332129091 0.076165645256387818 0.15636691349512333 0.0087902739421518213 5.6261637848115074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 -4 12 11 -8 -2 10 -5 -1 -3 -7
right_child=1 5 4 9 -6 13 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.075725635634370791 -0.049469567561744247 -0.019715833227963366 0.041439976400518226 0.029368056866785043 0.090995286156705213 -0.021999803957364571 -0.05231832791428246 0.040880869277220809 0.091158486755150758 -0.038663525691439653 0.22704512076746344 -0.042533375703676102 0.026601965724690646 -0.065965826627480184
leaf_weight=13945.989521052688 2797.6746972873807 3601.2817976623774 10481.13058840856 344.71836982667446 15052.860549844801 941.65316403657198 2509.6709344647825 1918.6260187290609 406.90321598574519 313.98362150415778 321.69489432871342 4422.092562623322 3004.9301542304456 6063.8159550316632
leaf_count=53536 9127 11842 27463 1227 49061 3035 12703 6257 1345 600 1282 10771 7387 28185
internal_value=0 0.0304835 0.0592503 -0.0515629 0.0706539 -0.0302524 -0.056896 -0.0119384 -0.0316132 0.0724434 0.124792 -0.0677346 0.00135248 -0.0600561
internal_weight=0 42350.3 28738.6 23776.8 25534 13611.7 22796.4 4428.3 3204.58 980.397 666.413 18368.1 6606.21 7005.47
internal_count=223821 137445 86996 86376 76524 50449 83267 18960 10472 3109 2509 64307 19229 31220
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=125 140 66 193 106 53 197 166 44 182 75 44 178 157
split_gain=34653.3 3879.35 3721.38 2192.66 1308.46 1243.12 1240.09 1094.73 788.336 548.845 357.952 302.924 275.294 226.821
threshold=-0.094074590482101011 -0.10144009925404292 5.2791571687278838 0.15624108450173738 0.19469109567689194 0.12121999748656399 0.018101960521959021 -0.069302737515932633 0.15298580899186617 0.98786818958334088 0.0003281741285970239 0.13805540630958432 0.20466358623665845 -0.17744911340627798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 11 12 -7 -6 -4 -5 13 -1 -2 -3
right_child=1 10 3 9 7 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.076216501974205819 -0.07430048898691835 -0.080155223711575782 0.057986677658703689 0.02759423514739744 -0.06341936400146557 0.080143293375168928 -0.025506178879383525 0.047617655567284187 0.096233880129201851 -0.072172836897286402 -0.081781958961014395 -0.00035491181862442358 -0.016817411243786228 0.032245517509575911
leaf_weight=1967.3077777177095 1868.1016839332879 296.32965778559446 7256.5240593552589 4521.041956230998 1079.7312652915716 2424.866218842566 2050.4933799803257 4998.1667162626982 20940.388881474733 628.00612197816372 35597.768227476627 718.64840778708458 1503.8108768239617 455.50095911324024
leaf_count=10960 15324 664 13995 5186 2657 3827 2802 9429 30587 558 121975 1260 3496 1101
internal_value=0 -0.0665743 0.060193 0.075433 0.00220551 -0.00281047 0.0317375 0.0278921 0.0863909 0.0154261 -0.0803398 -0.0559191 -0.0486641 -0.0120566
internal_weight=0 44196.9 42109.8 33346 8763.85 7847.27 4475.36 6077.9 28196.9 5149.05 36349.6 2685.96 3371.91 751.831
internal_count=223821 149189 74632 50326 24306 25449 6629 12086 44582 5744 123740 12220 18820 1765
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=163 73 13 88 23 10 157 13 73 157 65 88 165 11
split_gain=11727.4 5382.72 2096.87 1417.59 1096.42 1003.2 988.904 532.514 2110.28 697.196 386.438 167.34 78.0494 67.9921
threshold=-0.049541530437482356 0.078001642169684623 -0.049734717621410678 0.0030612600152042555 0.024026016529326372 -0.26460567482338254 -0.2366054041176556 -0.12456840569356208 0.15808173259511094 -0.22194883227400289 0.1406085096576366 0.0027925913553822151 0.11225262286351843 -0.18769921483198029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -4 -3 8 9 -2 -5 -10 13 -9
right_child=7 3 5 10 -6 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.10027117122612746 0.13627802196388092 0.058542702402254843 0.10279418100905663 -0.015647523995062657 0.050268218050190216 -0.035680565915645897 -0.033083446630504713 0.066705084713578611 -0.019353072760848491 0.0051652908441843426 -0.064294603212123727 -0.078462448794504008 -0.079705491003199153 -0.054090606439736733
leaf_weight=10579.040380369872 640.36623761989176 3066.1098111532629 655.46456957608461 2582.2496263496578 7489.7498948313296 2592.1321626529098 1912.7433268297464 50.055531781166792 529.52859709784389 1106.1196224596351 4441.720162698999 5013.7969423662871 10273.141682008281 674.35392142087221
leaf_count=33000 2032 6459 2062 5715 15403 13230 5937 226 1513 5040 8754 13904 105788 4758
internal_value=0 0.0360871 0.0662475 -0.0174764 0.0795443 -0.00773212 0.0233424 -0.0635753 -0.0426159 0.0532391 -0.0464103 -0.072816 -0.0774684 -0.0457438
internal_weight=0 33319.2 21316.4 12002.8 18068.8 3247.6 4978.85 18287.4 7289.81 1746.49 7023.97 5543.33 10997.6 724.409
internal_count=223821 90560 63695 26865 48403 15292 12396 133261 22489 7072 14469 15417 110772 4984
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=94 64 193 180 63 118 122 61 19 192 95 165 94 176
split_gain=37901.1 5418.04 5097.26 2712.55 1568.3 1565.52 1112.24 992.835 942.101 502.077 468.191 530.989 397.757 330.348
threshold=0.038478601904844562 0.23795710093596326 0.22763438332129127 37.070281124498003 0.28354670485729422 0.23318953665208123 -0.16394276607527727 0.01906146094945128 0.036356482540745853 12.315260734936151 0.35780240452247003 0.04279379981540142 0.030129265466692205 -0.17697196717398259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 9 8 12 -5 -7 -3 -2 -1 -12 -4 -6
right_child=1 4 5 6 13 7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.083177022711561008 0.029906259243836966 0.062569884496650949 -0.055416898141007143 -0.056115855052338473 0.0093739828965864053 -0.066526500119209533 0.039902644539382137 0.025346341555741787 0.015379669178118878 -0.07050973697458604 0.16398204602605213 -0.045227157769130284 0.013862934313855544 0.085756178698127725
leaf_weight=37533.274462595582 561.33712796866894 12780.534393578768 7443.0718949064612 1363.2210762128234 578.25369113683701 1379.5640717223287 10486.296072661877 7981.7022742703557 6323.7583750784397 4407.7989806458354 132.26081712543964 1466.2648240178823 932.54185388982296 27216.248069733381
leaf_count=154495 230 5622 14230 1235 273 4105 7576 9235 3116 5474 64 2276 745 15145
internal_value=0 0.0515439 -0.0607636 0.00284966 0.0690064 -0.0162946 0.0288562 0.0118071 0.0469493 -0.0591663 -0.0809197 -0.0279173 -0.0477033 0.0841671
internal_weight=0 63717.4 56868.7 16818.7 46898.8 17736.9 11849.5 9361.27 19104.3 4969.14 39131.8 1598.53 8375.61 27794.5
internal_count=223821 38671 185150 14515 24156 28315 8811 13340 8738 5704 156835 2340 14975 15418
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=140 87 128 188 118 47 188 8 166 97 152 163 41 93
split_gain=7379.7 6071.47 2123.34 1660.37 1594.34 935.824 1220.58 859.325 712.304 725.1 681.091 674.808 558.351 529.258
threshold=-0.034821113878606098 0.23192336139306216 0.5379086592369805 0.20733212695218331 -0.1873244046936185 -0.092075169606142024 -0.085343455606574983 0.050957325197035289 -0.20910802470889778 0.56085525421659088 -0.54080460241535966 -0.18985516439487354 -0.16174462283588908 -0.17698934547458486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 -1 -5 9 -3 -9 -4 -10 -7
right_child=1 8 11 7 -6 13 -8 10 12 -11 -12 -13 -14 -15
leaf_value=0.35453778062085894 0.069938731521053385 0.080607562385816067 0.051249439616276531 0.071889661367069049 0.019683802901113049 0.085106414690984122 -0.088332379177433126 0.21504950903755848 0.23920401011338221 -0.061138751619248755 -0.029280913018009603 0.11804733926028795 -0.063610953714372948 -0.069990905597296135
leaf_weight=121.54876176267862 7288.1509377993643 770.37122163921595 2712.9853110387921 1281.8252338320017 47172.187965355814 223.37326473370194 127.52315579354763 117.52612373232841 61.320945702493191 678.95383841171861 3902.9050574041903 3417.3839451037347 8683.0438613295555 14648.371978081763
leaf_count=628 10664 731 2671 2007 88586 736 1275 96 26 889 6710 2357 14781 91664
internal_value=0 0.0206772 0.0326899 -0.0475575 0.0264092 -0.0644418 0.127791 0.000592822 -0.0507256 0.0142048 -0.0221386 0.088486 -0.0614874 -0.0676613
internal_weight=0 70784.4 60590.7 20423.1 54460.3 15120.8 249.072 5302.26 10193.7 1449.33 4020.43 6130.37 8744.36 14871.7
internal_count=223821 120705 104278 103116 99250 94303 1903 8813 16427 1620 6806 5028 14807 92400
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=156 68 1 49 20 110 161 51 110 189 160 1 35 126
split_gain=10828.4 5767.66 1831.19 1527.69 909.032 808.225 529.782 483.078 476.325 386.262 255.59 251.831 307.319 222.573
threshold=2.1823600857637335 0.15990092948904686 -0.090537117654743468 -0.006111233753837598 0.11918642742304932 -0.13732837690037947 -0.25974504100878631 173.61388156949877 -0.28817957286742224 32.500000000000007 -0.15811469552893029 -0.20981205770874536 -0.19284108336748582 0.91968981642078285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 10 13 -2 -7 -5 -6 -4 -1 -13 -3
right_child=1 5 4 8 9 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.073331050387865734 0.004171278285874676 -0.059588576348808792 -0.066846899426904235 -0.011740917717050258 0.090252216040844713 0.030997979834200051 0.088845576700038967 -0.035666488557749544 0.044219638195913569 0.012232035279997396 -0.020567735922334296 0.15289061043942936 -0.051571017859001957 0.0010250710842648499
leaf_weight=11021.450525309891 780.46459554880857 4801.4019730612636 1660.3763847760856 1841.2178854234517 829.42627212777734 2785.3729287497699 13879.269787084311 1782.6962878294289 8746.7549451366067 2700.8134517557919 4242.7774691693485 74.252694841474295 7381.3876479938626 693.27369649335742
leaf_count=44097 3840 24533 6566 5008 2560 7737 49484 7048 25240 5821 10065 320 28348 3154
internal_value=0 0.0379176 -0.045427 0.0634326 -0.00957888 -0.0261002 0.0843376 0.00498206 0.0344883 0.0305628 -0.0335846 -0.0637291 -0.0495347 -0.0519408
internal_weight=0 35310.5 27910.5 25247.7 9433.39 10062.7 14659.7 4568.07 10588 3530.24 5903.15 18477.1 7455.64 5494.68
internal_count=223821 126044 97777 83572 25012 42472 53324 14785 30248 8381 16631 72765 28668 27687
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=124 52 140 156 173 115 187 118 115 126 181 76 52 178
split_gain=29211 3718.86 3122.5 1815.52 1558.99 1101.26 1249.8 945.308 851.235 766.768 639.198 212.324 163.95 118.541
threshold=-0.075862329106616569 0.21158122438964275 -0.079426381469760457 2.0836274144409521 0.066339164282024923 0.051959279832328807 0.041114058355438694 0.036230419375546205 0.035304932551937056 0.91643449250629516 0.83235204066540835 -0.1461456665713888 0.10642240199723139 0.16210550702634741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 8 13 -7 -3 -1 -6 -5 -4 -13 -2
right_child=2 3 11 10 9 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.085871275003295944 -0.088506629184887664 0.064320648679625045 0.10567397940103468 0.084810410597762453 0.052068272196054803 0.067715383035235707 -0.025270936844369131 -0.03722501495300181 0.0021350250443459844 -0.024310170468229642 -0.03389627803896654 -0.083940268786067501 -0.06228631820408588 -0.025479721792137984
leaf_weight=2132.6063962839544 1590.5975184477866 1647.3998222649097 60.935023374855518 24979.537580408156 5736.7436536252499 2303.8030881918967 3879.582512550056 2066.9963546022773 2267.7948418185115 1705.0377508699894 462.00199804455042 27363.94206013903 4008.7526254765689 367.32466246932745
leaf_count=17961 14358 2369 107 38981 10786 4776 6004 2383 5090 3177 359 107217 8847 1406
internal_value=0 0.0539256 -0.0665159 0.07312 0.00666809 -0.011322 0.00937387 0.00781227 -0.0405163 0.0345687 0.0826548 -0.0808112 -0.0811734 -0.0766822
internal_weight=0 40998.1 39574.9 29155.9 11842.2 8141.31 6183.39 3714.4 4400.4 7441.78 25441.5 31433.6 31372.7 1957.92
internal_count=223821 81106 142715 44092 37014 26544 10780 4752 23051 13963 39340 116171 116064 15764
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=115 69 157 136 161 166 195 29 1 157 157 114 194 151
split_gain=10361.3 3229.44 4124.39 1340.95 1172.11 1156.87 950.586 587.097 441.747 385.096 277.937 274.543 241.79 210.452
threshold=0.003576601330650559 0.14859506514142243 -0.03931635175418479 0.022829144139968754 -0.21187069422213009 -0.31479528277297547 0.77207863266715948 0.045611580452844365 -0.16396381671496871 -0.26235257839706594 -0.1893053302541601 5.7063176364054176 -0.030922532738775061 -0.091632305262014851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -4 7 -3 12 -8 -10 13 -2 -6
right_child=4 6 5 -5 11 -7 9 -9 10 -11 -12 -13 -14 -15
leaf_value=0.092905582866458281 0.14254371232148197 0.010850212265935546 0.13149697118895318 0.038992302735358024 0.035012535231223406 -0.047043364808175892 0.16036534615362436 -0.065186811568990963 0.12480243666596386 0.013871908105466874 0.0096222664292238275 -0.072389124571484165 -0.030059179537131775 -0.052307582159208998
leaf_weight=12590.638726478443 83.654474981129169 1394.9866186454892 397.01157510280609 7281.458060188219 412.01549156568944 4226.3560365773737 316.94268379732966 3732.3189757987857 354.71469936519861 413.63740114681423 511.7629887573421 14284.47769635357 2721.910701263696 836.1378380227834
leaf_count=39115 272 3341 1259 16072 1620 45722 1092 6238 1068 1382 1210 96109 4478 4843
internal_value=0 0.0374077 0.0533587 0.0731509 -0.0564473 -0.031712 -0.0292934 -0.0444994 -0.0056373 0.0774242 0.0567742 -0.0684592 -0.0249126 -0.0234832
internal_weight=0 30353.4 24495.5 19872.1 19204.7 4623.37 5857.89 5127.31 3672.04 730.58 866.478 15532.6 2805.57 1248.15
internal_count=223821 114221 102168 55187 109600 46981 12053 9579 7028 2474 2278 102572 4750 6463
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=94 193 136 189 88 181 136 19 192 19 0 160 158 181
split_gain=31267.9 4781.35 4401.42 1902.1 1495.56 1289.19 1264.49 1176.21 998.775 592.437 496.843 1024.05 319.051 298.521
threshold=0.038478601904844562 0.22763438332129127 0.15362326539677404 34.500000000000007 0.025274312254024264 0.0033613336198387452 0.033050029782365126 -0.05421385903283981 25.438188422309075 -0.41882644753949355 0.74675832044116064 -0.26243259793259882 0.02672004710018407 0.12396952350994174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 9 5 -4 -3 -5 -8 -2 11 -1 -6 -12
right_child=2 6 4 7 12 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.087165626252294362 0.12984248901260931 -0.067129901032850409 -0.030492569734064653 0.057420820909839999 0.082039919190650401 0.051464743262265016 -0.014612519606006845 -0.0090856907885487961 0.051926279817010958 -0.066846517897371865 -0.083910391397736817 0.1423065838668803 0.030987001453868259 -0.055606501977696725
leaf_weight=526.48297294974327 159.5037248134613 3645.2914871796966 2137.6943055465817 4974.669472925365 23534.635891422629 18786.090783081949 10950.914969168603 5713.2950769886374 2841.170326590538 3836.8468835502863 30610.035894073546 308.38581426441669 1291.2677316665649 4242.8457983359694
leaf_count=1099 102 11224 1523 3090 14341 8954 14907 4873 2184 4863 142225 360 925 13151
internal_value=0 -0.0576682 0.0474964 -0.000138183 0.0627858 0.0430915 -0.0147498 0.0218695 -0.000905523 -0.0589962 -0.0786386 -0.00240264 0.0793845 -0.0804648
internal_weight=0 53125.1 60434 14684.3 45749.7 20923.8 17437.4 10688 13792.1 3996.35 35687.8 834.869 24825.9 34852.9
internal_count=223821 185150 38671 12928 25743 10477 28315 7963 17091 4965 156835 1459 15266 155376
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=140 87 110 189 188 76 56 159 176 161 126 118 86 47
split_gain=6185.72 4823.55 1801.28 1869.27 1584.92 1360.64 807.53 728.735 708.34 562.451 558.387 549.622 526.116 515.952
threshold=-0.015860764724372461 0.24961705132756595 0.2576331603973957 36.500000000000007 0.20733212695218331 0.01423157346296699 -0.20057176653838657 0.14154302457290716 -0.11004544147031294 -0.21187069422213009 0.94558943791354555 0.4673734953616257 0.87942772273732295 -0.14631639367473234
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 8 11 -1 -8 13 -6 -9 -3
right_child=1 10 3 -5 7 -7 9 12 -10 -11 -12 -13 -14 -15
leaf_value=0.29685466950556677 0.038543593510906617 0.22216241131196157 0.066873134069925219 0.019530094047418213 0.094736981551677452 -0.0081027911994295456 0.019001383646715539 -0.024270843685434938 -0.087201421166761023 -0.067239032962842657 0.0058094069447745672 -0.036491403381974936 0.27652675327195725 -0.064001620025160313
leaf_weight=117.85362401232123 10405.407823238522 63.573061291128397 18489.725031483918 15192.510071333498 1172.8638279214501 15670.852820504457 800.17763557657599 4149.5683121196926 81.049757979810238 13774.125638825819 1493.190280161798 438.47936876118183 58.974107708781958 7059.2821752205491
leaf_count=432 30763 28 14448 12256 1245 42497 2865 7964 841 94609 2797 373 53 12650
internal_value=0 0.0201574 0.0302427 0.0455189 -0.0423603 0.0105109 -0.0597728 0.00183977 0.140358 -0.0625041 -0.0497917 0.0590271 -0.0200558 -0.0614475
internal_weight=0 68374.5 59758.5 33682.2 20593.1 26076.3 14773.2 5819.89 198.903 14574.3 8616.05 1611.34 4208.54 7122.86
internal_count=223821 115439 99964 26704 108382 73260 98747 9635 1273 97474 15475 1618 8017 12678
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=156 68 157 55 14 155 181 151 182 31 14 159 114 191
split_gain=9214.42 4527.7 2226.77 1176.2 988.578 890.421 849.124 577.17 543.566 469.374 428.884 379.468 318.254 205.769
threshold=2.3560850611725654 0.10197217670378546 0.022864577418974671 0.25109056081946196 0.025111999786426229 0.035499214007516551 0.44269955327626814 1.0000000180025095e-35 0.10068411564922387 -0.032746130700338813 -0.033243740223792978 0.21769258744020525 8.0659226591237605 0.21999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 11 7 10 -7 -1 -6 -4 -2 -3 -5 -11
right_child=1 3 9 12 8 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.073256154816607452 -0.0084999963044735411 0.071629306691001787 0.066319854885680193 0.038162281338057352 0.049199246141020808 0.088452086009789141 -0.00067031951401340698 -0.038887216320289235 -0.040159182593054496 0.019356489076583445 0.050446008844690075 0.0051753196809818484 -0.056535975616554796 -0.033566941427395684
leaf_weight=13000.759873298928 1602.4873446822166 1012.6381796710193 1596.3696504682302 384.94484898820519 1337.629586044699 12484.638350404799 1169.1622622348368 7828.4382170066237 1386.1952755153179 1984.264743603766 5372.6811853833497 5673.7226149253547 4544.9677573479712 1166.5681721270084
leaf_count=61268 4485 3259 4795 1494 4581 48437 2100 23864 2420 6227 15615 17473 26147 1656
internal_value=0 0.0378522 -0.0403371 -0.0120836 -0.0529304 0.0659712 0.0808206 -0.0603389 0.0037234 0.0221438 0.0369037 0.0152397 -0.0491416 -0.000237946
internal_weight=0 32245.2 28300.2 11616.3 23553 20629 13653.8 20829.2 2723.82 4747.2 6975.17 6686.36 4929.91 3150.83
internal_count=223821 119010 104811 48373 92133 70637 50537 85132 7001 12678 20100 20732 27641 7883
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=112 140 67 158 52 173 194 110 123 131 35 118 14 79
split_gain=24443.2 3520.46 3269.05 1861.99 1235.9 1138.74 1470.56 392.842 356.369 313.559 234.646 244.812 226.863 120.597
threshold=-0.098467132063501175 -0.064928544074479705 0.01543948151850119 -0.17032819664409199 0.24327262928156193 0.1552949171868851 0.035665777182157028 0.42511846717915541 301.50000000000006 -0.42767357155299074 0.094356888614878523 -0.035365883937352426 0.45064382778759954 0.47521031045447809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 9 -5 7 -7 -2 12 -4 -3 -12 -1 -10
right_child=1 10 3 4 -6 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.025968507940816878 -0.067285669529861106 -0.083111406513419528 0.050842572509500208 0.03480755210911736 0.078564402518073728 0.066630461580675218 -0.031372813295243884 0.033804933600786118 -0.076754804980442237 -0.053696745060509032 0.021185900754416221 -0.064460895757215683 0.086508337204315194 0.14618857421194273
leaf_weight=835.37482887879014 3150.7847379930317 25298.018201783299 350.61350790411234 8935.316751472652 23253.307089239359 2962.1234685070813 3169.2341249361634 437.82847492396832 1904.9510698877275 1579.4033860303462 381.51109308376908 2665.4180381074548 228.33995325118303 24.576263327151537
leaf_count=2320 21362 107099 521 17944 38317 4989 4435 1580 14908 2102 1100 6487 621 36
internal_value=0 -0.0621451 0.0519067 0.0606975 0.0664178 -0.0102122 0.0159736 -0.0549521 -0.048296 -0.0347058 -0.0799538 -0.0537369 -0.00182392 -0.0739152
internal_weight=0 38064.9 37111.9 34118.6 32188.6 9719.97 6131.36 3588.61 2993.24 1930.02 28344.9 3046.93 1063.71 1929.53
internal_count=223821 147052 76769 58884 56261 32366 9424 22942 17885 2623 114686 7587 2941 14944
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=166 73 14 114 133 108 167 146 14 73 93 135 151 177
split_gain=8816.06 4462.08 1616.46 1249.14 551.611 498.322 446.892 389.885 241.04 988.217 190.715 189.564 139.608 79.173
threshold=-0.058169121697204694 0.2299325760719553 -0.33641858694884391 3.9348463899594193 0.081261689865844089 2.0502160226948054 -0.17615124740756091 -0.21880811038140746 -0.15249749830333262 0.14434102916004551 0.049482704252228844 0.1077898290573273 0.16468619950683613 1.8576599766930493
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 10 -3 9 -8 12 -6 -2 -10
right_child=6 4 3 -5 11 -7 8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.10368461148293283 0.11787882366851242 0.05160988024389232 0.088316372695921783 0.024768580964285171 -0.025933013191076545 -0.082134085069572815 0.044083693590920174 -0.031830254743468102 -0.077967432211213009 -0.072917413367804759 -0.048874877323401442 -0.06747480927138165 -0.038025568142821466 -0.035770096044667805
leaf_weight=5197.3528867959976 227.5536309145391 967.77089674398303 3808.8854796178639 16462.613682959229 1552.3277512826025 148.4437156021595 923.97158296220005 1329.0525576192886 9251.0607560649514 3300.7225644998252 191.37312021479011 3757.0222471375018 76.829724535346031 467.08836523257196
leaf_count=15518 761 2010 11808 45478 3387 90 4375 3145 113503 11511 526 9068 471 2170
internal_value=0 0.0296392 0.0496085 0.0367088 -0.0376166 0.0985247 -0.0639528 0.0033274 -0.0672702 -0.0473284 0.0293469 -0.055329 0.0785268 -0.0759393
internal_weight=0 33223.5 25617.3 20271.5 7606.17 5345.8 14438.6 2296.82 13942.8 4224.69 495.756 5309.35 304.383 9718.15
internal_count=223821 90504 72894 57286 17610 15608 133317 5155 131559 15886 1758 12455 1232 115673
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=94 64 193 180 195 87 169 190 192 192 69 134 151 126
split_gain=25794.6 4757.42 3896.01 2189.38 1645.6 1555.07 956.201 933.878 700.8 462.163 419.552 311.004 306.987 266.966
threshold=0.032126859335940679 0.24788102957680699 0.24100877944521171 36.848058902275774 0.23049502362980537 0.2681700225632741 0.029917510841122735 0.060381848309164994 25.438188422309075 12.315260734936151 0.47452520555178662 0.41452796711301881 -0.4643627575944913 0.94817693836414219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 9 -5 7 -4 -3 -8 -2 12 -12 -1 -7
right_child=1 5 6 4 -6 13 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0062450958351690823 0.028141706127755479 -0.015247040682670954 -0.056813940703907273 0.14565476907082606 0.010763488976388194 0.083044547457323703 -0.013271469712491239 0.048286972974151757 0.050436476004186492 -0.065926895530129023 -0.073183815419260431 0.18137315129731346 -0.08037566712674421 0.050816233914387027
leaf_weight=569.0295736566186 587.71799996495247 2659.3012919947505 4216.3432258218527 975.1934315264225 12456.312211990356 18475.129675388336 8794.6698410585523 17793.892611294985 2148.4701408743858 4690.9514142647386 86.328431770205498 108.08650016784668 30568.083024524152 2985.6431924849749
leaf_count=2141 282 1814 10713 387 10802 12413 13306 8190 1963 7050 165 36 152423 2136
internal_value=0 0.0410404 -0.0579704 -0.000887513 0.0205573 0.0597568 -0.0163531 0.0400264 -0.000763669 -0.0554535 -0.0781066 0.0683391 -0.0790209 0.0785609
internal_weight=0 60624.1 46491 18710.2 13431.5 41914 15159.5 20453.2 10943.1 5278.67 31331.5 194.415 31137.1 21460.8
internal_count=223821 43074 180747 18521 11189 24553 25982 10004 15269 7332 154765 201 154564 14549
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=166 197 127 87 93 105 178 117 89 87 100 157 92 165
split_gain=4835.98 2259.51 1392.38 1223.12 1924.16 1607.18 1407.55 1138.57 1030.89 885.743 814.918 821.206 732.359 729.104
threshold=-0.010655433011230097 0.33000897487502118 0.72097717942401085 0.11853518995704027 -0.00058112818782813346 3.1085814930428977 -0.15642435130104623 0.61886228710750857 0.35284705071081029 0.24961705132756595 -0.010953861357491627 -0.38295982563178599 0.20581693513743629 0.11225262286351843
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 9 4 5 -1 8 -6 -5 -3 11 -2 -12 -8
right_child=1 2 -4 6 7 -7 13 -9 -10 -11 12 -13 -14 -15
leaf_value=0.077838857239496059 0.4087106461458756 0.012504574986409556 0.13438527511102358 0.10895833407865113 0.057449769966696533 -0.020669564358461075 0.081317929076720946 0.020824046467605314 -0.030589462747687209 -0.056325231317290815 0.0083546653158089266 -0.074281645132558624 -0.051983284818139436 -0.032447085339842988
leaf_weight=1978.2899160347879 35.346507787704468 8328.5013864636421 792.76733532547951 1565.6261014379561 19644.396332856268 10173.351493448019 603.59198204055429 14944.809532303363 799.81619162112474 2410.8181223757565 3273.2970762550831 8632.7575885988772 5218.8511502239853 8447.9107329063118
leaf_count=3926 13 10155 482 818 19623 52735 260 19778 563 5317 14041 74265 12251 9594
internal_value=0 -0.0277379 0.00649412 0.0224318 0.0295991 -0.00463237 -0.00691123 0.0416251 0.0617737 -0.0029467 -0.0507425 -0.0723121 -0.028726 -0.0248608
internal_weight=0 28692.3 11532.1 58157.8 46740.8 12151.6 11416.9 34589.2 2365.44 10739.3 17160.3 8668.1 8492.15 9051.5
internal_count=223821 116524 15954 107297 96062 56661 11235 39401 1381 15472 100570 74278 26292 9854
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=156 115 13 155 0 181 151 13 66 67 194 115 67 156
split_gain=7836.61 4121.78 1765.2 1485.98 967.806 912.978 719.541 761.086 585.278 507.805 417.772 297.835 163.226 77.0297
threshold=1.9223131901909207 0.24485688963947677 0.045444606878899459 0.13427047894619978 4.7688573187567762 0.4692743773544012 0.0893018720371581 -0.1944986280062031 5.897628708071383 0.12427405348018973 0.043337705625759816 0.36631725453808855 0.0071431429640281081 1.4361109346163807
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -5 13 -8 12 10 -4 -10 -3 -1
right_child=1 8 9 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.074448990920530769 -0.013908578043611737 0.11306711631953864 0.10112637284298563 0.082308908355526789 0.042035150511489927 -0.01107374605259567 -0.059006998864476405 0.015200185935931775 -0.013658249681080826 -0.029955319008480558 0.0039703525792159156 -0.062485296467830687 0.0075398308038060807 -0.057170288214619169
leaf_weight=9725.0383907482028 4178.2481559030712 161.95751980692148 1034.4549382477999 11219.677941679955 11898.233228821307 1154.7055887430906 3226.8057769648731 2417.6291406340897 1743.3422130420804 975.78578246384859 773.54907147958875 4408.0414600092918 1543.2414664663374 3511.7901375107467
leaf_count=41520 13388 562 3525 46295 36696 1988 10000 5868 6932 2843 1321 26913 5513 20457
internal_value=0 0.0298402 -0.046157 0.0475459 0.0274955 0.073595 -0.0571172 -0.0272225 -0.0342771 0.0281817 0.0595585 -0.0486474 0.0175627 -0.0698649
internal_weight=0 36307.4 21665.1 28450.9 16076.5 12374.4 18881.3 5644.43 7856.58 2783.79 1808 6151.38 1705.2 13236.8
internal_count=223821 138287 85534 98367 50084 48283 77845 15868 39920 7689 4846 33845 6075 61977
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=76 115 14 44 157 44 181 66 189 123 109 156 115 123
split_gain=20947.1 4240.87 2142.75 1547.3 1438.77 1333.16 932.393 819.35 551.887 442.657 322.376 226.313 425.363 86.7347
threshold=-0.01561111007008836 0.10776224608843595 0.09567818641950486 0.083315635970079724 -0.1645447651086003 0.086955071516320509 0.054540369066684045 5.7195235698281834 34.500000000000007 359.50000000000006 -0.43357483847404144 2.3560850611725654 0.14205413792624633 199.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 9 8 13 -7 -6 -3 -1 -5 -2 -13 -4
right_child=2 4 5 10 7 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.015157951859519929 -0.081583240541805768 0.060834756726864607 0.036353055743531856 0.10068322193529111 0.030494831807107201 0.077929108708560929 -0.018617820356646515 0.075346325988057655 -0.051619137222802459 -0.078514633886991245 0.01842687237173788 -0.079191460690199486 -0.0036745608729686369 -0.083505559781301184
leaf_weight=1703.5865159370005 22767.900124702603 618.83021022379398 62.319084092974663 580.61684500426054 4953.2808119431138 1653.7745826877654 2531.3767957761884 22918.801872260869 1480.5226305685937 3126.7918799780309 2655.9188072755933 2208.8203121162951 1126.1748228631914 1934.9793916270137
leaf_count=8165 79982 1033 170 860 8862 3297 4225 40268 1656 27256 6237 20717 2333 18760
internal_value=0 0.0440397 -0.0654819 -0.0203204 0.0613624 -0.0125464 0.019533 0.0673756 -0.0184709 -0.0561699 0.0331832 -0.0780196 -0.0536906 -0.0797658
internal_weight=0 38038.3 32285.3 8066.91 29971.4 6182.45 4185.15 27872.1 2099.35 4830.38 3236.54 26102.9 3335 1997.3
internal_count=223821 94337 129484 42518 51819 26452 7522 49130 2689 35421 7097 103032 23050 18930
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=160 73 14 127 91 2 123 14 83 187 186 91 161 83
split_gain=7604.45 3327.49 1320.83 1258.65 990.015 539.669 456.377 401.272 1192.33 421.715 374.819 201.274 60.538 57.5434
threshold=-0.052500227976060569 0.078001642169684623 -0.33641858694884391 -0.08318250181657208 0.021984099909556638 -0.10063549474461921 2261.5000000000005 -0.10004559465539202 0.17336069501380388 0.069536423841059944 50.750000000000007 0.025048880696555666 -0.23384548572153044 -0.071386363657895122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 8 9 -2 -6 -10 13 -9
right_child=7 4 3 -5 10 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.10692875293655696 -0.01746755357054185 0.037062661196741321 -0.0050198741681823809 0.055827515735862948 -0.04604523647452935 -0.045698595247759925 -0.081430403988066127 0.19163309415287935 -0.0059807972956581216 0.087718535678408316 0.05576619680639891 -0.077158436410073306 -0.07675539253795903 -0.036252458202608299
leaf_weight=4117.1342656873167 773.89218254387379 3707.0740598794073 4739.1238875836134 12026.928704654798 6370.8841694761068 1000.5640698894858 132.7807932049036 15.575899586081503 446.25313088111579 751.07235778681934 383.35858373343945 3620.3199046012014 7894.3213774822652 38.393167894333601
leaf_count=13349 4386 7839 12340 38046 14462 3882 81 74 1879 3443 1351 13842 108750 97
internal_value=0 0.0276118 0.0512501 0.0386283 -0.0157305 0.0194725 0.101044 -0.0615946 -0.0410696 0.0343385 -0.0402666 -0.0693476 -0.0760338 0.0295171
internal_weight=0 32477.8 21016 16766.1 11461.9 4707.64 4249.92 13539.8 5591.54 1524.96 6754.24 4066.57 7948.29 53.9691
internal_count=223821 91350 63816 50386 27534 11721 13430 132471 23550 7829 15813 15721 108921 171
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=103 63 136 118 180 94 195 136 85 169 103 20 181 128
split_gain=21393.6 5338.9 2482.91 2010.94 1373.78 1351.48 922.447 884.431 839.473 773.752 606.497 595.73 595.109 558.511
threshold=0.21749926446781645 0.19133103395666703 0.069149140982171731 0.62469457911851933 36.848058902275774 0.031085153667805482 0.21459582336830788 0.24089564965744401 0.56261283619563696 2.6134189965103141 0.084513753206565054 -0.35031300026237705 0.21052450418887816 0.88758144580351839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -4 12 -7 8 -3 10 -5 -2 -1 -9
right_child=1 7 4 9 -6 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.082056361127135657 0.041875552477841631 0.061930901170110436 -0.015757912008363777 -0.039034802357355153 0.036937886627887932 0.15325430553737737 -0.034004503095551274 0.076670500646800532 -0.009355771064125714 0.14130808335654577 0.049394725066541655 -0.056973257408214496 -0.047503331529757303 -0.098289744571969914
leaf_weight=23281.061433460563 677.35916986316442 4309.7946922630072 7001.3706134408712 1943.24675764516 16862.753389634192 272.95290215313435 7258.902299426496 22656.502389773726 2678.6304087787867 414.95628073811531 1290.7665997967124 6102.5822765007615 6342.4651230275631 183.93500751256943
leaf_count=138711 929 2595 5893 6386 9229 168 11190 15901 1352 247 2004 12355 16772 89
internal_value=0 0.0356206 0.00630557 -0.0580848 0.0214777 -0.0650418 -0.0272183 0.0657368 0.0346071 0.0127541 -0.00374061 -0.0470976 -0.0746585 0.0752615
internal_weight=0 60472.9 30644.1 40804.4 23864.1 37155.4 7531.86 29828.9 6988.43 3648.97 3234.01 6779.94 29623.5 22840.4
internal_count=223821 48343 28406 175478 15122 166841 11358 19937 3947 8637 8390 13284 155483 15990
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=139 63 197 128 95 8 161 49 46 7 166 95 90 56
split_gain=5019.62 3061.33 1596.4 1388.74 1317.29 888.046 751.702 665.71 622.731 538.371 528.255 513.329 500.827 361.248
threshold=-0.019074235355171002 0.38789369118311584 0.019260210919830975 0.5379086592369805 0.35780240452247003 -0.032332037055216735 -0.20192053091382076 2.0171679819840991 -0.12604055858457849 0.33700591242727296 -0.23260017275917658 0.84646572123793595 -0.052219496585490757 -0.028963425740519386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 13 12 -5 -8 -7 11 -3 -1 -4
right_child=1 10 5 7 -6 9 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.15695798975344299 0.028650265587274466 0.10497834576889514 -0.091747242896899464 0.064443327672128889 -0.007161789409078515 0.015754505022072884 0.21876349719350144 0.29743351391158029 -0.078192888936110913 -0.04334481936423526 -0.060879485634149501 -0.079020400518919551 -0.034155661961429988 0.10536411056190804
leaf_weight=228.68676262721419 41548.471977759153 399.17864188551903 104.6173695102334 6278.3249002322555 13644.298706214875 2510.4537246115506 71.171527810394764 125.07688911259174 9078.6419326420873 3993.2254664152861 5267.1620675697923 244.49006406217813 342.46290940791368 835.74047428742051
leaf_count=451 85287 392 1067 5177 12838 5824 425 53 83852 12447 12144 388 1790 1686
internal_value=0 0.0183148 -0.0422484 0.0249115 0.0197971 -0.00739867 -0.0689354 0.0689943 -0.075883 -0.0205322 -0.0504289 0.0350886 0.0423657 0.0834349
internal_weight=0 67507 17165 61596.2 55192.8 7444.04 9720.96 6403.4 9149.81 6503.68 5910.83 643.669 571.15 940.358
internal_count=223821 116279 107542 103355 98125 21024 86518 5230 84277 18271 12924 780 2241 2753
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=157 19 139 68 115 156 156 13 193 184 156 192 192 156
split_gain=6710.73 3915.02 1066.6 1146.37 887.639 870.497 623.894 349.059 359.69 237.637 150.097 143.849 105.657 90.8582
threshold=-0.15578100430189415 -0.016089274150215681 0.41214562939202942 0.040208117751069583 0.35699453223020655 2.2451304808213925 2.6259832656886877 -0.11763164915048754 0.12365556286799512 0.40631790324583977 3.5136960044261341 14.007256131031795 14.007256131031795 1.4223168804948336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 7 13 -9 10 -8 -4 -11 -1
right_child=1 2 11 -5 -6 -7 9 8 -10 12 -12 -13 -14 -15
leaf_value=-0.073825559201380106 -0.041916476133669375 0.06729067810549956 0.19774914231560606 0.022643027192385187 -0.059784537289014061 0.018253597679003707 0.0052304970564387137 0.03447431865671758 -0.058580400629308527 0.35874254054866073 0.085381404068391592 -0.046031672166952919 -0.055830504147237184 -0.05562821807874338
leaf_weight=7886.8787629883736 3798.8008504733443 15521.002820987254 24.665609110146761 9135.6788613181561 3905.2873286176473 6550.3456304036081 661.24637727066875 721.36003344319761 979.30761971883476 6.2252238057553759 361.30824283137918 1296.4469954576343 492.33121570758522 4207.5352562759072
leaf_count=37151 12329 58541 101 27451 24938 20701 2872 3849 3149 41 1425 2476 970 27827
internal_value=0 0.0229502 0.0460577 0.050748 -0.0191618 -0.00383268 -0.054828 -0.06153 -0.01911 0.0059521 0.0335509 -0.0414802 -0.0506539 -0.0674949
internal_weight=0 40232.2 25977.8 24656.7 14254.4 10349.1 15316.2 13795.1 1700.67 1521.11 1022.55 1321.11 498.556 12094.4
internal_count=223821 146537 88569 85992 57968 33030 77284 71976 6998 5308 4297 2577 1011 64978
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=125 123 14 68 116 118 194 194 126 68 116 35 118 100
split_gain=17837.5 2554.65 1915.23 1432.85 1094.05 851.982 833.902 808.647 578.882 393.459 369.214 342.67 346.744 118.67
threshold=-0.076246119524692471 325.50000000000006 0.05552283363849065 0.10573212441702788 0.023584277135085919 0.019635803371328586 0.010668199338179573 0.018101960521958966 0.90828699583620776 -1.0000000180025095e-35 0.0058047872821829173 0.090391727169083738 -0.13887694725704722 -0.045257683888027964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 10 -4 9 -5 -6 -7 -1 -3 13 -13 -2
right_child=2 3 4 6 7 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.027505275071020699 -0.019085589125977232 -0.078503618263071701 -0.078691040996109907 0.056595552219435075 0.051430204597665875 0.051398240389860787 -0.0077577576923858818 -0.031013093228178898 -0.0097693718970121943 0.078314899950112399 -0.018383761593716609 0.094900427750837679 -0.053342837122292985 -0.081919816182264099
leaf_weight=360.10968155413866 305.11249040439725 1625.5559590831399 1957.8569136038423 4871.1480921730399 2374.2038310244679 5820.8196294382215 3432.507434617728 2384.7393211554736 2107.3444030694664 14475.590880230069 2748.9999507814646 166.67239521816373 2958.1850987635553 20198.103444714099
leaf_count=1449 3361 14794 25147 8834 6268 11054 4857 6092 3298 28284 8232 427 7041 94683
internal_value=0 0.0415678 -0.0628886 0.00559288 -0.0157691 0.0616039 0.0299936 0.0101173 0.0351396 0.0757463 -0.0407239 -0.0762834 -0.0454359 -0.0809848
internal_weight=0 35442.1 30344.9 12678.2 6716.8 22763.9 8303.66 4758.94 7928.16 14835.7 4374.56 23628.1 3124.86 20503.2
internal_count=223821 80802 143019 36717 37507 44085 13691 12360 14352 29733 23026 105512 7468 98044
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=115 157 137 74 157 4 145 127 144 0 116 80 168 108
split_gain=6631.8 2297.5 1689.86 1565.34 1337.43 1032.31 872.827 808.617 573.288 388.968 375.875 250.195 199.895 199.696
threshold=0.0074134127721585666 -0.26235257839706594 0.094732997216338141 0.014148042644227752 0.10805346299811565 0.0068347413688076642 -0.2087245721194089 -0.25900548065268086 0.097406888673767761 1.535952175206438 -0.0016573553475068823 -0.032956714077721529 3.8627531270471276 2.183262431065208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -4 9 -1 -5 11 -8 -2 -12 -11
right_child=6 3 5 8 -6 -7 10 -9 -10 13 12 -13 -14 -15
leaf_value=-0.023710918650208912 0.21375489133425971 0.044911915978185904 -0.0077296569787094274 0.01437798785960193 -0.06933984155835457 0.18505114745811771 -0.0018321142434743803 0.091873913967249823 -0.051973927197452863 0.023980235014355769 -0.0021583467776913 -0.057061514897784396 -0.069974431631687692 0.19356234748803935
leaf_weight=651.01002446189523 35.351316347718239 8018.3608584180474 3772.9155391901731 1796.3892344124615 1174.673078648746 299.84456825442612 945.40566957369447 8612.5010877717286 4733.0476915128529 1525.8898252546787 452.00691412389278 974.4510610383004 11316.798059122637 72.750699181109667
leaf_count=1176 123 26667 6525 5178 25070 1047 5282 27415 22909 3474 2040 1565 95085 265
internal_value=0 0.0296177 0.0601481 0.0037209 0.030313 0.00646324 -0.0516861 0.083751 -0.0337191 0.00100668 -0.0624965 -0.0475807 -0.0673698 0.0316976
internal_weight=0 29058.7 13336.3 15722.5 9193.03 4072.76 15322.7 9263.51 6529.44 2608.44 12714.2 1009.8 11768.8 1598.64
internal_count=223821 115987 36163 79824 51737 7572 107834 28591 28087 5427 102407 1688 97125 3739
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=94 97 184 180 129 195 117 69 136 1 169 106 195 192
split_gain=17723.6 3933.17 3572.43 1822.43 1273.4 1118.49 966.469 760.702 672.363 522.534 438.783 418.007 272.923 261.986
threshold=0.032126859335940679 0.32828631584152052 0.20375209777323408 38.224230254350744 1.0197944752582206 0.25284331115260922 5.6774353754359552 0.32600923519908054 0.033050029782365126 -0.19278599327618942 2.6134189965103141 -0.23960948395418344 0.21933072122462358 21.861950895065817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 9 7 -5 8 -3 -4 -2 12 -6 -1 -8
right_child=1 4 6 5 11 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.04366191384624455 -0.07175503969585062 0.039233465305964305 -0.068579664313999783 0.11934860807928947 0.049594135630259627 0.015021804162473402 0.0044614221580197878 0.074350710681143184 -0.013906115519338957 -0.017784057654057592 0.18243808709406603 -0.018804005350076782 -0.079869202165432862 0.071792988499947072
leaf_weight=2292.7635354585946 2773.3655683249235 8869.0535945519805 2856.0897963419557 1116.8094421103597 1333.3614785820246 12870.978813812137 992.49997026473284 20257.480517961085 10587.443099103868 5079.3137288317084 65.594985723495483 2708.4860627800226 22630.426310736686 1383.333309687674
leaf_count=11408 1681 5254 10109 528 775 10375 1597 14465 15351 8137 68 1859 140585 1629
internal_value=0 0.0346602 -0.0523173 0.00170789 0.0563584 0.0233514 -0.0151307 0.0636575 -0.0255216 -0.0368452 -0.0758586 0.0037598 -0.0765384 0.0436654
internal_weight=0 55008.8 40808.2 21840.5 33168.4 13987.8 15819.4 29126.5 13443.5 7852.68 24988.8 4041.85 24923.2 2375.83
internal_count=223821 43074 180747 20721 22353 10903 28686 19719 25460 9818 152061 2634 151993 3226
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=139 87 197 128 118 8 35 73 115 188 129 172 87 89
split_gain=4234.61 2473.72 1475.48 1210.66 1155.34 702.043 646.147 626.133 535.856 450.46 406.58 342.856 287.456 277.341
threshold=-0.031984327921221266 0.31345485073857343 0.019260210919830975 0.52466409286367688 -0.20249927513209484 -0.032332037055216735 0.10207309218206999 0.7599703811102726 -0.14654848860814224 -0.10090586074652509 1.018829494237252 0.95700079420286233 0.0092331576078327777 -0.16556869255975862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 -2 12 -7 -5 9 -1 -3 -12 -4 -10
right_child=1 10 5 7 -6 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.19633747898758769 0.058872721412479824 -0.060911495748311228 -0.10030763594778139 0.079207087677367324 0.012578699314772103 -0.068401075473398895 0.0033833436422824174 0.009244162250110809 0.062279026857628234 -0.023922399272338843 0.12418167270577157 -0.019109081661281651 0.09855414623181312 -0.078005413917523136
leaf_weight=124.87612561881542 6056.4401634410024 4391.1188569962978 80.456543900072575 5219.1916554532945 49054.311935082078 1811.4390916116536 4074.1642653718591 1694.4775895886123 143.50375088490546 362.0502797588706 199.72308979928493 1018.6916562523693 752.92321653664112 7850.0828833561391
leaf_count=761 8765 11023 528 4821 91476 7385 10021 949 870 3984 364 2393 1850 78631
internal_value=0 0.0168632 -0.0415502 0.0226146 0.0176662 -0.00654664 -0.0187101 0.0620598 -0.0692829 0.032565 -0.0467301 0.0043792 0.0793555 -0.075487
internal_weight=0 67634 15199.5 62024.4 55110.8 6718.98 5885.6 6913.67 8480.51 486.926 5609.53 1218.41 833.38 7993.59
internal_count=223821 119791 104030 106011 100241 19784 17406 5770 84246 4745 13780 2757 2378 79501
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=157 19 58 31 69 138 112 14 194 155 24 108 19 11
split_gain=5723.94 3185.17 875.695 800.937 680.798 631.703 435.457 411.744 431.133 376.592 354.325 201.926 184.621 99.3142
threshold=-0.1645447651086003 0.027692629844915974 -0.0009882061141499763 0.28679075724632569 0.19489822466944123 0.25833931503879953 0.25658882175547421 -0.10004559465539202 0.049415840078226948 0.043929727414430068 -0.33597811563773833 1.5254442312243619 0.17196680954706703 0.39288814642811332
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 5 -3 -2 -4 11 9 -9 -5 12 -1 -10
right_child=1 2 6 10 -6 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.047358782081764514 0.014955264231514265 0.07179203043289642 0.033195921564111185 0.49949108256331309 -0.0039578090752246577 -0.035937028781639034 -0.020754483187651759 -0.0032092818886402009 -0.01958578920579624 0.14504797129555355 -0.050887824149866978 -0.068413945298044246 0.030185228763573324 -0.076064917355939329
leaf_weight=2570.0408033281565 8624.5116273332387 10755.94805200398 9362.1691750027239 11.72857106104493 1333.5672120824456 3400.6877037361264 1780.6292712055147 503.36498840525746 614.57036007754505 259.74186849221587 4361.540285365656 8879.2793012354523 348.68835922889411 631.00743035785854
leaf_count=26323 28908 45417 29657 127 3089 11085 2987 2939 2320 1183 27051 39632 1791 1312
internal_value=0 0.0209792 0.0447972 -0.0127646 0.0634362 0.000563087 0.0245746 -0.0537877 -0.0119356 0.0472537 -0.0494118 -0.0609133 -0.0380949 -0.048198
internal_weight=0 39630.8 23232.3 16398.5 12089.5 12025.2 11142.8 13806.7 2008.68 763.107 4373.27 11798 2918.73 1245.58
internal_count=223821 148321 81150 67171 48506 39993 32644 75500 7754 4122 27178 67746 28114 3632
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=34 156 14 127 176 118 129 118 154 116 14 154 167 194
split_gain=15630.6 3005.61 1508.28 1223.86 1201.81 946.907 898.047 837.841 553.816 404.859 386.061 313.593 145.605 338.047
threshold=0.096421755884449969 2.0653224025080945 0.064299468238625271 -0.22500523093971039 0.15374604703116132 -0.027642118416887646 1.0167314783429005 -0.023992676388095175 -0.14065803897542181 2.9095270383386533 0.09567818641950486 -0.26151542047658022 -1.0000000180025095e-35 0.0086415572966479955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 12 9 8 -5 -6 11 -4 -3 -9 -2 -1 -14
right_child=1 3 4 5 6 -7 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.083565318236909658 0.075316404187210251 0.074927223318213096 0.023786111067838667 0.057052537720991031 0.061555015849073594 0.0077168102395061555 -0.061587403925998097 -0.063199147624101434 -0.08092047907852086 -0.10968537966574324 2.8610729143631868e-05 -0.014794375392363958 -0.017338255966344984 -0.076582488610544397
leaf_weight=14191.457155447453 930.5860712453723 12941.25365877524 616.31453967094421 7577.7445539161563 2035.8989668115973 7994.6602443829179 835.16036919504404 3499.1145675554872 2800.5342130344361 119.89085975289345 1333.803438115865 660.18069448322058 1192.1437303312123 5013.6223293077201
leaf_count=84886 1718 27817 1620 15943 4678 16212 2274 7060 35825 116 1980 1240 6378 16074
internal_value=0 0.0367896 -0.0647782 0.0506582 -0.021959 0.0317242 0.0257342 -0.0250295 -0.062034 0.0732326 -0.0457494 0.0379197 -0.0779782 -0.0652015
internal_weight=0 35057.2 26685.1 28633.5 6287.91 15572.4 2871.06 6423.68 3416.85 13061.1 4832.92 1590.77 20397.2 6205.77
internal_count=223821 72086 151735 60088 44397 32155 6952 11998 37445 27933 9040 2958 107338 22452
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=115 13 23 84 159 145 145 13 127 72 93 3 13 83
split_gain=5662.49 2243.18 2293.01 1230.05 1058.69 761.24 675.137 506.952 425.603 337.162 323.723 270.299 215.274 200.122
threshold=0.022627623684544403 -0.13143155906535472 0.030262225485309376 0.055274712436572566 0.098385172021147424 -0.25710072507844245 -0.31454022960373001 -0.1521574263031609 -0.26995053821412268 0.04832936041852761 -0.027126349388601551 13.367883722555769 0.049607678049080964 -0.073882593837120217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 10 7 -6 13 -1 -7 -3 -11 -9 -2
right_child=5 4 3 -5 6 9 -8 12 -10 11 -12 -13 -14 -15
leaf_value=-0.023268350221247056 -0.093441266913055432 0.10296127606621037 0.036028954427909689 -0.034683142262370369 0.035804425914025384 0.1746989965163413 -0.053442026720064609 0.14382695451172497 0.081558926692165856 -0.011200179325265262 0.017963620597864549 -0.066802672466733881 -0.084835162991044391 0.0031120023275947005
leaf_weight=403.08529420569539 276.34899857640266 620.26473685912788 7129.2864045463502 3756.0347586404532 1014.3423651084304 60.354758245870471 5157.5751488665119 324.13903392478824 9895.1039457786828 951.96524306572974 1614.1883666347712 10715.224237535149 47.162676818668842 961.72228819131851
leaf_count=926 184 2605 16136 7756 2596 242 52682 1049 33465 3537 5977 94585 145 1936
internal_value=0 0.0262857 0.0436304 0.0116294 -0.0174217 -0.0521961 -0.0387745 0.0122963 0.0774558 -0.0610464 0.0415582 -0.0622659 0.114782 -0.0184396
internal_weight=0 29589.9 21183.5 10885.3 8406.37 13336.9 6171.92 1609.37 10298.2 11727.5 2234.45 11667.2 371.302 1238.07
internal_count=223821 122143 58283 23892 63860 101678 55278 3314 34391 98364 8582 98122 1194 2120
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=95 133 78 158 180 132 12 193 26 140 136 168 45 192
split_gain=14030.3 3340.1 2246.06 2103.58 1575.93 1571.65 1289.4 818.52 698.913 448.353 390.027 309.423 258.807 192.611
threshold=0.11528527303144522 0.42845266867896342 0.061033275946116169 -0.14084881839122629 41.382195448460514 0.12427455981091681 1.6651360728925402 0.26327844348873547 0.1648766640388746 0.11117410057638745 0.33098553887358623 18.847218197280828 0.021550790527885919 49.442590686043921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 12 6 -5 -2 -1 -6 -9 11 -3 -4 -12
right_child=1 10 3 5 8 -7 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.079700791096205467 0.025783690615760576 0.053003922540887254 -0.081614187750780998 -0.049317859012968791 -0.0042351652102764039 0.06291499488343881 -0.021198612571420056 0.00062543932623457168 0.045298555262669071 -0.070927412399909573 0.082462860335272961 -0.021717322196904053 -0.020720982953882312 0.05412741194519366
leaf_weight=19598.103612054139 9337.3699283152819 2264.6357257664204 3247.4441771171987 1872.6037279516459 3563.0906156897545 3739.0382741056383 15601.866474833339 2181.9142511002719 14204.017824139446 1462.8388090878725 9036.2993446886539 733.76295451819897 889.05841069668531 3266.0124079883099
leaf_count=140827 5813 1773 7391 5471 3769 3968 21885 4961 9088 5895 8263 694 1098 2925
internal_value=0 0.0269689 -0.0547103 -0.0144203 0.0126057 0.0254629 -0.00360821 -0.071608 0.0353649 -0.0280926 0.0670583 0.0347183 -0.0685264 0.0749404
internal_weight=0 58007.1 32991 9748.14 42706.3 5611.64 24939.2 23242.9 17767.1 3644.75 15300.7 2998.4 4136.5 12302.3
internal_count=223821 54210 169611 17928 40555 9439 27698 151683 12857 10856 13655 2467 8489 11188
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=12 87 182 178 93 108 117 152 95 105 130 10 131 75
split_gain=3599.77 2006.2 1398.3 1306.63 1161.37 1265.22 1155.01 1106.09 735.96 477.841 306.098 270.136 242.301 214.019
threshold=3.5548269272931194 0.11853518995704027 0.702982456348625 -0.13488256368557658 -0.00058112818782813346 1.9851767311595288 0.98033022796222158 -0.54080460241535966 0.65640872293635444 6.057489387515294 0.759888088018151 -0.028673706394103163 0.80709955385505705 0.0011943522830357455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 8 5 -1 -6 -5 -3 11 -4 -2 -11 -12
right_child=2 3 10 7 6 -7 -8 -9 -10 12 13 -13 -14 -15
leaf_value=-0.012384160703278531 0.0078014884985071233 0.077576699595170426 0.018478499651279883 0.21375817710587583 0.046109124565489212 0.12414999186424272 0.011004522673148324 -0.031151085478738218 -0.048011882657841912 -0.070225153674063401 -0.10116125737537762 -0.046606190342152694 0.09892570548194049 0.1581276434645244
leaf_weight=10313.344998881221 1504.5204415358603 2051.24130159989 1838.6851202715188 187.00692496448755 25501.49664163962 726.52276584878564 14818.958217713982 13273.698782352731 604.00736725330353 7701.095035340637 36.162073202431202 2319.3666832707822 85.626746270805597 265.94903825223446
leaf_count=52055 6326 1321 2686 138 28242 678 20332 22712 564 68137 43 20163 314 110
internal_value=0 0.0156798 -0.040456 -0.0151022 0.0253387 -0.00339898 0.0332071 -0.0277486 0.0490082 -0.0541487 0.033806 -0.0251993 -0.0683651 0.127091
internal_weight=0 67476.3 13751.4 16116 51360.3 11039.9 40320.5 13460.7 2655.25 11610.6 2140.8 3823.89 7786.72 302.111
internal_count=223821 126042 97779 24735 101307 52733 48574 22850 1885 94940 2839 26489 68451 153
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=157 154 115 167 190 138 13 181 103 158 172 46 134 160
split_gain=4907.01 2545.51 1169.81 1269.88 739.555 536.147 391.23 411.139 435.194 220.221 182.846 144.936 121.652 51.3332
threshold=-0.16912614876778814 0.11455936530293452 0.36631725453808855 -0.18594564651509574 0.42933810375670872 0.44817568925157469 -0.11763164915048754 0.26526335969594672 0.53812349881158517 -0.13200538047444035 1.0206923687932397 -0.11043586427584624 -0.033949062190415977 -0.24627426133814273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 9 8 -8 11 -4 -1 -6 -11
right_child=1 4 10 -5 12 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.0085053000726066537 -0.060730467206430286 0.067531332052074622 0.011346814827548728 0.019379027440427021 0.14815454797195737 -0.0030846540532009966 0.0023003504493452685 -0.059199031884375565 0.17107184003862277 -0.055297501049986479 -0.052604900414697203 -0.064798467078130667 -0.016667276478833259 0.023230860114923941
leaf_weight=479.35496718809009 2227.9791872799397 11569.264953834936 502.04161986894906 17690.689417181537 46.138391204178333 1185.3280538059771 717.51351149193943 824.89562250673771 194.12275186926126 106.1737859454006 4083.421498876065 9971.428495272994 1521.4449741281569 385.42022303491831
leaf_count=5309 8501 49581 1906 53053 164 3403 3927 2454 897 723 29973 59840 2630 1460
internal_value=0 0.0195105 -6.48572e-05 0.0104185 0.0530023 0.0609687 -0.0521418 -0.00804682 0.0382384 -0.0591396 -0.0456031 -0.0622164 -0.0118161 0.00627041
internal_weight=0 38826.3 24504.1 19918.7 14322.2 12754.6 12678.9 1736.53 911.636 10942.4 4585.46 10450.8 1567.58 491.594
internal_count=223821 149211 93433 61554 55778 52984 74610 7278 4824 67332 31879 65149 2794 2183
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=34 193 173 193 115 106 162 181 34 29 113 38 54 136
split_gain=13242.7 2899.55 1363.8 2115.94 1276.78 878.3 642.687 571.509 505.939 479.372 415.737 264.762 195.92 194.204
threshold=0.092618314310204966 0.028323360005451024 0.21724257732526056 0.02626406339447326 0.24485688963947677 0.24261225696861125 0.1438565811158907 0.97028601443291029 -0.093927300998626326 0.94579854483115078 -0.1948044762718292 1.2151628707316908 41.323020634614728 0.00086529572195368106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 8 6 11 -2 -7 -4 -6 12 -3 -1 -5
right_child=1 5 3 13 9 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.065355324774557327 -0.038723840456079177 -0.026893367051577889 0.27654858874182903 0.087462273021458092 0.076724733693463859 0.028223046653623431 0.036495493152480532 -0.058977409846918752 0.057579580672818369 -0.06785439904292731 -0.079420560966303844 -0.085681716559621202 0.028313286639631088 -0.06707799638235068
leaf_weight=381.44602822139859 1351.7894400320947 4233.5782712884247 112.86437879875302 83.31021636351943 13043.304030664265 5930.6894784905016 7112.4733047559857 860.67123300209641 1621.4582883790135 233.43439193069935 18192.692191859707 935.32699776440859 538.60513731464744 3396.4581913053989
leaf_count=2725 4024 8510 236 244 30718 9347 16975 1002 3232 209 133673 2180 1333 9413
internal_value=0 0.0330776 -0.063737 -0.0184051 0.0548333 -0.00646922 0.0244826 0.0171721 0.0718294 0.0741827 -0.0761039 -0.0375313 -0.010521 -0.0633781
internal_weight=0 33701.3 24326.8 5214.09 21741 11960.3 8464.26 6791.36 1734.32 13276.7 19112.7 5168.91 920.051 3479.77
internal_count=223821 72965 150856 13125 51926 21039 20999 10349 3468 30927 137731 10690 4058 9657
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=160 78 44 13 107 103 112 13 83 151 99 94 164 68
split_gain=4928.24 1831 1293.98 1142.99 714.913 429.114 371.85 368.986 954.789 358.359 195.797 191.652 82.6694 53.882
threshold=-0.042045494585025302 0.088805851463319554 -0.13722943632657572 -0.02489570281333062 -0.19119153475056913 0.2311058720286078 0.75791861785605175 -0.10256023442792397 0.16186540196388255 -0.027720460928055541 0.068333762724716043 0.016596826348142229 -0.22705516409218199 2.3120987714422427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 10 -6 -1 8 9 -2 -3 -10 -9 -14
right_child=7 4 3 -5 5 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=0.093592456966119883 0.1010864315843214 0.17825962756596428 0.0325714727532498 -0.041506162263700651 0.043605877551757322 -0.027207791810671546 -0.046698263792583593 0.026542828706872051 0.0087903976583841859 -0.007010868870970962 -0.061536024630012967 -0.075017782584742496 -0.077889718167640037 -0.029533179204537387
leaf_weight=3763.3633978739381 513.91824887320399 34.420354617759585 18393.915067384019 2348.885233445093 1643.8694992922246 1784.8585395328701 198.92059121839702 79.853111928328872 303.27115216851234 760.53069519624114 3168.9473748132586 2721.090205908753 5597.0488606272265 240.32064375653863
leaf_count=14404 1987 147 48033 15848 4075 5069 232 277 1061 4489 7113 13816 105640 1630
internal_value=0 0.0216614 0.0341855 0.024183 -0.0249919 0.00674312 0.0865494 -0.0583178 -0.0360207 0.0365791 -0.0589594 -0.0666138 -0.0745165 -0.0758989
internal_weight=0 31337.2 24705.1 20742.8 6632.1 3428.73 3962.28 10216 4298.81 1274.45 3203.37 3024.36 5917.22 5837.37
internal_count=223821 94921 78517 63881 16404 9144 14636 128900 21353 6476 7260 14877 107547 107270
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=94 181 63 181 118 195 44 2 195 28 193 176 73 195
split_gain=12164.2 3239.85 2867.83 1962.41 1358.77 1168.26 1077.31 713.909 566.734 519.838 408.132 398.923 329.275 274.321
threshold=0.032126859335940679 0.13206115046273367 0.30712835145314504 0.067575336288918389 0.1847216550615127 0.22361363844707632 -0.18501977705173933 -0.13876156079449473 0.77207863266715948 0.37065201446140278 0.72576886632542315 -0.13647452236623606 0.15808173259511094 0.21933072122462358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 12 -2 -5 -6 11 -10 13 -4 -3 -1
right_child=2 4 8 6 7 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.039657793926266234 0.073422226309408187 -0.074277284335803065 -0.0040157741501368862 -0.087892428330193006 -0.023213692079595064 -0.044967015621023308 0.029283238955341885 0.032318220254846784 -0.019888842189077608 0.052007350898758423 0.23342627491918125 0.076488700270375382 -0.031131343832315035 -0.080046376038147682
leaf_weight=1864.247611053288 942.49625624716282 2810.9129552319646 648.60034088045359 811.60703238099813 3924.1548913754523 7208.5743557997048 23609.33152013272 5645.659681878984 1361.1132301688194 3851.0742596611381 42.697694547474384 12072.047614008188 4771.0091274827719 17171.544340964407
leaf_count=10864 719 12665 374 468 7783 10415 14765 9625 1403 3763 34 11167 7723 132053
internal_value=0 -0.0470446 0.0288895 0.0112083 -0.0155058 -0.0312778 0.025389 0.00954706 0.0610045 0.0332323 -0.0753983 0.0723839 -0.0471272 -0.076091
internal_weight=0 36230.2 50504.8 32572 17151.7 8151.07 24420.9 9569.81 17932.8 5212.19 19078.5 12720.6 7581.92 19035.8
internal_count=223821 180747 43074 26367 37796 11134 15233 17408 16707 5166 142951 11541 20388 142917
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=139 63 194 191 181 183 6 161 19 46 89 92 85 192
split_gain=3074.19 1632.96 1264.68 1160.49 1423.37 742.401 675.083 651.889 574.975 539.655 431.612 389.232 325.658 185.39
threshold=-0.019074235355171002 0.59217016723862403 0.019260210919831201 1.2075471698113209 0.13206115046273367 1.315857973805554 0.27882592250873545 -0.20192053091382076 -0.43100846974716339 -0.12604055858457849 -0.052493183383143342 0.04578285357769183 1.057370133243575 39.082106128688352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 -5 8 10 -4 -9 -1 -3 -8 -13
right_child=1 11 6 5 -6 -7 12 9 -10 -11 -12 13 -14 -15
leaf_value=0.13995700198420458 0.029565469907844529 0.61541599654922041 -0.096128030204123721 0.086229734246364542 -0.0023682054506803866 0.012171720305503876 -0.030843194608750398 0.18907229539584458 0.051933999079755426 -0.075184779900814278 -0.036527302469303767 -0.077376134664206009 0.2973801211518507 -0.02124627943694804
leaf_weight=243.35299963504076 29477.207016346976 8.5388285145163518 295.53080601245165 3931.8072701096535 26511.410328691825 2064.2891405522823 4438.50520760566 78.157712921500206 2330.9553840607405 6875.5267531927675 321.84250995516777 1987.970269581303 30.436255153268576 835.83939285762608
leaf_count=454 64654 21 222 1988 38999 1587 15994 425 4771 83852 1787 6289 37 2741
internal_value=0 0.0155293 -0.0352431 0.0189222 0.0144444 0.0607336 -0.00496087 -0.06382 0.0352741 -0.0722146 0.0394605 -0.0587234 -0.0286078 -0.0607619
internal_weight=0 64817.1 14614.3 61984.7 55988.6 5996.1 7095.43 7518.88 2626.49 6953.68 565.196 2832.35 4468.94 2823.81
internal_count=223821 116279 107542 107228 103653 3575 21024 86518 4993 84277 2241 9051 16031 9030
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=19 139 139 31 143 23 44 190 99 11 155 28 190 129
split_gain=3659.2 2229.55 1461.73 1191.28 734.306 535.492 522.145 479.467 439.408 327.132 319.517 205.355 234.64 121.044
threshold=0.067095850487327455 0.36104573791276079 -0.031984327921221266 0.20759814965751586 0.00067253396493177468 -0.33934839708118364 0.28570040852606432 0.31652661064425708 0.061890364646265558 0.45589338032097965 0.030225279979496807 0.38290272052950997 -0.22000203707476179 1.0157358379660117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 7 -5 -1 -2 10 -6 -4 12 -3 -10
right_child=1 11 8 5 9 -7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.0401838463064162 0.068859506459329464 0.23937165754660683 -0.042335277442489785 0.49631907874400549 0.032299072105876313 -0.042366266747170866 -0.02150201427177249 -0.00088311997785271853 -0.028882875905133821 -0.014966917199355083 0.010934959489786532 -0.064577667999176483 -0.022380985253759748 -0.062885114523353117
leaf_weight=5793.6340960226953 9468.3097556084394 34.908516626805067 2807.563425892964 18.532644044607878 7614.8820309881121 4329.3206722438335 1798.0796913392842 1100.2906339708716 1201.8463565204293 1812.8917823079973 1879.8834641575813 1852.0506439302117 1806.6373711414635 8123.5004588831216
leaf_count=18548 46630 261 17159 155 22979 30463 7041 2493 7132 5310 12851 5972 6704 40123
internal_value=0 0.0303146 -0.0240415 0.00166917 0.0434995 -0.0400701 0.0255737 0.0615986 -0.0459482 0.0232102 -0.0209714 -0.0410655 -0.0174192 -0.0585029
internal_weight=0 23690 25952.4 11939.6 19996.4 4347.85 7591.71 10568.6 14012.8 9427.77 4687.45 3693.6 1841.55 9325.35
internal_count=223821 90349 133472 56207 77412 30618 25589 49123 77265 28289 30010 12937 6965 47255
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=139 52 51 181 67 129 192 129 161 19 35 8 163 112
split_gain=12049.9 1998.61 1604.52 1055.38 982.463 657.593 498.011 465.971 360.279 328.908 282.331 247.732 212.715 159.923
threshold=-0.063226432498342491 0.21938576121273126 149.77084013238201 0.34334526081019323 0.02937659403480716 1.0166300758126543 16.752041833600686 1.0168914482187572 -0.10589199254177248 -0.013871387958594239 0.086452499054525164 0.62852328279984715 -0.035747922228665789 -0.26652702650198579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 7 13 -6 8 -3 -4 -8 -2 -5 -12 -1
right_child=2 3 6 11 5 -7 9 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0031549064692692947 -0.079818971937563252 0.071254458664270173 -0.054712099019549799 0.017204725056136023 0.035733014836477284 -0.019379400478351454 -0.057939781878102475 0.033119564899340079 0.070541038427233804 0.012868360412844405 -0.081120604136001806 -0.045832123183104152 -0.029472014683826372 -0.068385742424410673
leaf_weight=369.87245776504278 15824.941567208618 12630.64042481035 291.79928199388087 1700.3224589936435 5692.7747592329979 3493.6651299912483 1660.0808338783681 4293.2777762599289 1078.180933598429 1084.6056169960648 1252.4536860976368 984.35991910845041 2194.7779488991946 2013.2654559165239
leaf_count=1538 108803 31431 1275 1981 13526 8729 3690 8745 2055 2695 4953 1012 5123 28265
internal_value=0 0.0328923 -0.062067 0.0523403 -6.88764e-05 0.0147734 -0.00537992 0.0615804 0.0438627 -0.0299588 -0.0741699 -0.00590823 -0.0482371 -0.0572823
internal_weight=0 31178.2 23386.8 19608.6 11569.6 9186.44 4114.67 16923.9 1369.98 2744.69 19272.2 2684.68 3447.23 2383.14
internal_count=223821 95227 128594 43169 52058 22255 9715 40176 3330 6385 118879 2993 10076 29803
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=160 69 3 157 107 104 157 83 131 55 94 88 13 7
split_gain=4196.51 1598.93 1223.19 1129.83 718.574 454.565 410.304 1149.37 382.359 251.71 247.966 163.353 60.0383 63.4484
threshold=-0.042045494585025302 0.13821907780213069 7.636901579925655 -0.30148917686859916 -0.19119153475056913 0.21382155350042811 -0.11855831920509478 0.16186540196388255 -0.3676091258095559 -0.01712694627124035 0.012122652050643975 0.16338605008434295 -0.24161317640262095 0.14223020574038134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 11 -6 7 9 -1 -2 -9 -3 13 -8
right_child=6 4 3 -5 5 -7 12 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.13305367094268158 0.0074016305307488903 -0.062167655095682908 0.052204682512535405 0.0034808085841407316 0.042468511375480196 -0.028243307454362401 0.20765138971452954 0.041573958138460383 0.087632648842009039 0.10645264889712241 -0.072048938440851015 0.09827185267613936 -0.075403389564954112 -0.02829868628052068
leaf_weight=80.152617901563644 491.5260871713981 3016.4229490598664 7676.0723175946623 12523.878705989569 1804.4573383592069 1832.1581534845755 13.530265297740696 206.81747517734766 3828.9337533935905 536.68387642037123 2693.6477222004905 64.824283747002482 5396.6801175875589 72.275224109180272
leaf_count=68 1551 7099 20974 42996 4621 5076 77 723 13842 2513 15272 245 108230 534
internal_value=0 0.0198829 0.0319048 0.0219961 -0.0232614 0.00684329 -0.0564086 -0.0317427 0.0831077 0.0591022 -0.0639471 -0.0587923 -0.0740839 0.00890717
internal_weight=0 30826.9 24109 20200 6717.86 3636.62 9411.16 3928.68 3909.09 1028.21 2900.47 3081.25 5482.49 85.8055
internal_count=223821 94921 77880 63970 17041 9697 128900 20059 13910 4064 15995 7344 108841 611
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=97 87 69 1 151 193 73 126 127 142 19 184 106 151
split_gain=10230.5 2871.31 1998.4 1440.01 1105.92 984.251 968.373 813.646 768.232 680.213 653.408 641.541 611.276 496.118
threshold=0.13456218080727886 0.11853518995704027 0.10756767068779587 -0.12463675137358778 -0.083736102572306501 0.22083309754482908 0.24948096225735159 0.95352253048880853 -0.36976407311876108 6.4489256180645702 -0.3288025597630278 0.049685253013072396 -0.057601903268663358 -0.4643627575944913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 10 -5 13 9 11 -8 -2 -4 -3 -9 -1
right_child=1 7 3 4 -6 -7 8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.038537547679569524 -0.047052727519085569 0.018986047285555134 0.063966428407875142 0.064797602576343968 -0.020965273911514707 -0.026475624779488911 0.11444163350672501 0.029872373058057896 0.006191266873326785 0.10918391186768187 -0.067023701655712267 0.061876489801748064 -0.05727634944890158 -0.080066534583662682
leaf_weight=360.76305051520467 4995.9730506129563 4269.2586034163833 419.92059648036957 2871.8507359176874 3155.808250490576 4962.3974076956511 680.58621826767921 2802.3405178636312 17851.581339281052 295.12434428930283 4088.5753025859594 19042.945390954614 1129.1490163579583 15749.380161911249
leaf_count=1937 11809 3704 546 3470 5489 15694 564 2223 13914 349 7327 16274 1005 139516
internal_value=0 0.0247512 -0.0476363 -0.0120769 0.0198961 -0.0654158 -0.000606131 0.0469248 0.0101667 -0.0383382 -0.0548233 0.0540218 0.0048427 -0.0774106
internal_weight=0 51067 31608.7 10536.2 6027.66 21072.5 23823.3 27243.7 18532.2 5291.1 4508.5 23312.2 3931.49 16110.1
internal_count=223821 49842 173979 16832 8959 157147 26636 23206 14478 12158 7873 19978 3228 141453
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=12 63 182 114 140 63 139 10 97 97 10 150 88 123
split_gain=2624.51 1356.28 1130.02 1003.51 942.179 498.844 484.085 309.814 402.98 284.239 282.017 251.008 253.097 191.689
threshold=3.5548269272931194 0.45291870775686099 0.702982456348625 3.6818564088991477 0.3663551881655745 0.0077347827587130264 0.05127429160122414 -0.17150420374117833 0.72558894773104654 0.059708337067883345 -0.028673706394103163 0.48508513957490756 0.054349110394169384 426.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 10 8 -3 -9 -2 12 -4 -8
right_child=2 7 11 4 -6 -7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=0.046581155399053033 -0.022387733291008623 0.11842266180585002 0.067927951608652018 0.010561648857072966 0.036557624509661317 -0.05150307959749123 -0.057154034513504884 0.17488285322731012 -0.084715956229028264 -0.058825452993491914 -0.071364820464276918 -0.018748068817770049 -0.074194592397229822 0.0047316340659345401
leaf_weight=630.89311748743057 1446.19974437356 244.92206954583526 1294.8955223634839 35454.393589248881 22977.360759826377 2911.129123153165 684.77917709760368 52.894190514460206 162.41403735242784 3221.601462693885 6285.2125213947147 703.70868506468832 138.72694368287921 1860.0732622612268
leaf_count=1177 10533 277 1152 77778 24167 11260 2895 92 415 10876 75462 1378 309 6050
internal_value=0 0.014148 -0.0359914 0.0176512 0.0207842 -0.0340326 -0.0497512 -0.0448192 0.0374267 -0.0550503 -0.0622034 0.0301655 0.0541752 -0.0119208
internal_weight=0 65655.6 12413.6 61973.8 58431.8 3542.02 10276.3 3681.83 407.336 3274.5 7731.41 2137.33 1433.62 2544.85
internal_count=223821 126042 97779 114382 101945 12437 94940 11660 692 10968 85995 2839 1461 8945
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=156 52 151 139 14 184 125 151 177 169 187 197 189 28
split_gain=3907.61 1711.8 1250.29 1213.86 1147.48 605.534 665.943 409.424 303.805 281.934 171.383 156.858 150.825 138.489
threshold=2.4757764996998883 0.36945347010980406 1.0000000180025095e-35 0.34934403479920323 0.10065196829516017 0.62917468324154624 -0.12650836730634721 0.25298508164279793 -0.0074926113017133441 0.053212278458983832 -0.10164033410486084 0.049415840078226851 33.500000000000007 0.39692993576905605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 12 6 -2 -4 10 -6 -3 -10 -1 -5
right_child=1 8 3 13 9 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.039526617827875206 0.018768819619292595 -0.062645707852209381 0.0053114145031092344 -0.027424250941979603 0.06066094942572503 -0.023983644140104898 0.056888733950994509 0.058786830781051125 -0.049681057021830739 -0.013769499395473773 0.096104582447252437 0.005938425179356826 -0.069728653930889201 -0.066794548679567717
leaf_weight=2069.1196503760293 6967.9156539235264 91.037185922265053 3967.2068793177605 1673.7292971499264 881.12278155237436 1407.3544759638608 13388.492108434439 2240.2247014250606 3031.973822299391 1204.756430208683 268.79010055214167 608.87905055843294 8231.5660452507436 1916.5484985690564
leaf_count=16002 24997 297 13539 7078 2991 2368 57329 7356 25894 4546 1051 2653 49713 8007
internal_value=0 0.0284032 -0.0288515 -0.00215852 -0.0499655 0.0394546 0.0438404 0.0246104 -0.0317164 0.0176716 0.0559404 -0.0403795 -0.0636619 -0.0484408
internal_weight=0 25764.4 22184.3 9797.71 12386.6 21763.8 20356.4 6207.43 4000.68 2085.88 359.827 3640.85 10300.7 3590.28
internal_count=223821 114589 109232 35980 73252 84694 82326 20895 29895 7537 1348 28547 65715 15085
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=52 193 115 77 44 193 167 158 34 124 112 1 46 115
split_gain=9708.08 2937.24 1158.89 968.778 845.601 1189.25 741.66 495.356 457.765 408.942 306.764 285.538 136.044 123.429
threshold=0.063928671042176768 0.028323360005451024 0.24485688963947677 -0.018491319397442949 0.21720538725202729 0.02626406339447326 -0.15667827187550712 -0.30527123363052094 -0.12934381395045183 -0.37108202519363581 -0.19991606550904317 0.07512528785275159 -0.054219373178967474 0.015646319036788214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 9 10 8 -2 -4 -6 -3 13 -5 -7 -1
right_child=1 3 7 11 5 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.079432279536138004 -0.084912593743796061 0.069170355853054505 -0.064036207197230618 -0.061252944303603521 0.51653067578450929 0.40822473660688313 0.028061045617467351 0.071295933829531949 0.06143075593554314 0.00015284977052279863 -0.07954851209105257 -0.0086992162598949537 -0.064547151058496718 0.01619756145060873
leaf_weight=187.04827795177698 625.42187945730984 986.37029312551022 277.04715349525213 3782.035632641986 22.623129315674305 6.1057636179029933 8199.7359921783209 11388.514808349311 959.21949660219252 6622.7064435370266 14533.782413367182 1422.7769578173757 1941.038338303566 484.73514074645936
leaf_count=2718 3075 1609 333 9877 60 31 20168 31442 1946 11406 129948 2848 6957 1403
internal_value=0 0.0239127 0.0473971 -0.0136413 -0.0670175 -0.0178167 0.0200548 0.0680819 0.0719169 0.00909964 -0.0764948 -0.046887 -0.0630647 -0.0104292
internal_weight=0 33304.6 20490.7 12813.9 18134.6 2928.99 8825.16 11665.6 981.843 7609.08 15205.6 5204.81 1947.14 671.783
internal_count=223821 80758 55018 25740 143063 8994 23243 31775 2006 13015 134069 12725 6988 4121
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=115 13 29 145 159 107 110 127 145 13 13 72 0 38
split_gain=3808.81 1613.98 1606.69 1069.98 1039.04 1021.92 839.078 659.829 593.388 308.678 294.905 249.513 224.421 215.549
threshold=0.022627623684544403 -0.2102194933720922 0.12564948342173701 -0.32931773167476858 0.080628638504505593 -0.037936442487303525 0.18051587004675776 -0.25900548065268086 -0.2087245721194089 -0.1521574263031609 0.037055132370695902 0.069042308682702794 2.1158245733434686 1.9666199520217522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -4 -3 -1 9 12 -11 -10 -2 -13
right_child=8 3 5 4 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.030817214245588712 -0.050894306874682028 0.096955644648346981 -0.018094366802798394 0.04459338073585533 -0.034969569747324458 0.10936337972798416 -0.014503297829094978 0.074945123659444071 0.088717879109439596 0.10583163949236743 -0.072190099282833459 -0.064470617068764585 0.02622108054870996 -0.0016684312300177442
leaf_weight=630.53287959098816 1000.5891043972224 1636.8043391108513 4531.35061935056 2055.1893232930452 8152.1371045764536 730.45413849502802 1149.929756950587 9150.93392736651 113.72981452289969 414.85799462161958 119.96210876107216 8316.633192348294 605.90678586438298 584.94497646670789
leaf_count=1269 1684 6442 9005 7241 62738 2094 2094 31260 524 1302 512 92615 1235 3806
internal_value=0 0.0218591 0.0441579 -0.00395636 -0.01895 -0.00040043 0.0509628 0.0681275 -0.0472236 9.72612e-05 0.0659007 -0.0584633 -0.0218094 -0.0603437
internal_weight=0 28037.3 15043.3 12994.1 10207.3 5261.8 2786.73 9781.47 11156.6 2141.32 534.82 9015.31 1606.5 8901.58
internal_count=223821 122143 43628 78515 69979 11099 8536 32529 101678 4733 1814 96945 2919 96421
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=64 87 118 69 14 176 14 69 6 127 140 181 169 158
split_gain=8534.36 3190.53 1994.54 957.288 947.136 948.731 622.576 618.805 553.7 533.977 477.967 336.687 304.996 270.737
threshold=0.055690677122789314 0.11853518995704027 0.19370754341674637 0.10756767068779587 1.0000000180025095e-35 -0.15834047107832153 -0.23301475726079038 0.19489822466944123 2.7406747466846011 0.62122771909646335 0.17456566011070665 0.11979451221751979 5.2927069280431551 0.051238786955929462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 11 5 -3 -4 -2 -6 10 -5 12 -1 -11
right_child=1 4 6 9 8 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.078772072311279528 -0.046237107098434038 -0.021103623615412681 -0.006145158058343184 -0.0059067181808007962 -0.030177482435203941 0.053514948185792978 0.037442481847288406 -0.0054766984901778787 0.057576871511270535 0.18178051885448956 -0.073983555590953223 -0.04474618003547564 0.21907511738923399 -0.13354125734118902
leaf_weight=11901.014288440347 9662.2303701192141 1841.9138893224299 5201.5236689932644 3414.5604279860854 2676.5244063809514 22743.462867569178 8856.3548652566969 6060.9302810207009 983.11434505879879 182.49385646730661 1477.6392647698522 4116.6895576547831 34.479676485061646 32.004902083426714
leaf_count=123834 23705 953 5400 7587 2832 20642 10616 3426 809 232 4412 19319 12 42
internal_value=0 0.0167816 -0.00605445 -0.057409 0.0408595 0.0479246 0.0213147 -0.0305249 -0.00660342 -0.0196977 -0.0264686 -0.0694061 -0.0779116 0.134732
internal_weight=0 58026.1 29781 21158.9 28245 24585.4 14057.9 15723.2 3659.64 5106.7 4892.2 16052.2 11935.5 214.499
internal_count=223821 68383 43147 155438 25236 21595 16016 27131 3641 12273 11999 143165 123846 274
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=139 63 90 188 128 2 6 108 11 46 29 97 192 119
split_gain=2143.32 1110.31 983.839 974.703 914.348 552.777 595.544 549.469 534.448 403.063 393.819 266.244 214.207 203.271
threshold=-0.019074235355171002 0.59217016723862403 -0.076045583654427817 0.20733212695218331 0.5379086592369805 0.79271388066615633 0.28753133284975174 1.6402628278675102 -0.080346775451477434 -0.12604055858457849 -0.031482377341091237 0.054712924882778062 39.082106128688352 1.8493714418594971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 8 -4 6 -5 -7 10 -10 -1 -3 -13 -2
right_child=1 11 4 5 -6 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.044118301077285656 -0.093093895919928546 0.31753819384428228 0.013692398616328164 0.044109211705256897 0.053832794741659695 -0.091478758862580362 -0.028768883697642356 0.42274705861497036 0.21715026844486451 -0.064084358651499515 -0.062706313903545377 -0.076932842058220652 -0.011435486799286047 0.2582568967405165
leaf_weight=922.64170411042869 896.72041425481439 19.170535273849964 53868.155961757526 1902.7853644136339 6342.9732146784663 31.483597781509161 2730.1468553356826 61.118229322135448 51.33374909311533 7011.2531176665798 551.32779655978084 1612.9360948726535 723.21869963407516 16.774218954145908
leaf_count=5952 5390 34 96572 2366 5244 120 7001 40 248 89026 2789 6288 2729 22
internal_value=0 0.0137622 0.0163583 -0.0304391 0.017921 0.00599817 0.00116278 0.247916 -0.0506095 -0.0620402 0.00416131 -0.0536107 -0.0566564 -0.0866422
internal_weight=0 63479.9 61124.6 13262.1 60211.1 4725.53 4632.93 92.6018 8536.56 7062.59 1473.97 2355.33 2336.15 913.495
internal_count=223821 116279 107228 107542 101816 9527 9367 160 98015 89274 8741 9051 9017 5412
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=156 155 115 181 166 189 156 193 110 64 112 175 154 106
split_gain=3314.35 1613.58 729.363 695.752 589.575 644.907 515.465 445.891 354.765 263.071 175.258 121.667 62.1428 95.8385
threshold=1.7317529284680651 0.043929727414430068 0.40485732976593497 0.40631790324583916 -0.15345899846540353 34.500000000000007 2.7569057496815388 0.017736913747520993 -0.31832833117014248 0.12823221701108814 0.46662052146329452 0.84570026176642343 0.12934502701232237 -0.089676569974734763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 8 12 7 -2 -6 -3 -7 -5 -4 -1 -14
right_child=1 3 11 10 5 9 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.071485511294628587 -0.017433121699887012 0.0040831674795312727 0.0036420922447452427 0.0090347839476894072 0.068237507311970688 -0.010841744284777998 0.021468715812486567 -0.016652706157032477 0.059873262868763856 -0.055534132816957883 -0.056208313144016447 -0.053159808570644299 -0.060355917309727836 0.0053694934389118976
leaf_weight=4001.1085795778781 5090.6604205807671 1275.1973260231316 440.84247842431068 1525.2957958504558 1076.4904746869579 1964.7575846202672 10293.194015255198 1455.134265483357 10734.389556849375 3995.2401279071346 563.95748701691628 2607.6157509312034 1061.364794571884 280.48725905548781
leaf_count=34794 19678 5426 2541 3635 4283 5444 34627 4524 56905 16673 901 25080 6773 2537
internal_value=0 0.0192189 -0.000259284 0.0446839 -0.039215 -0.02284 0.00859574 0.0194441 0.0539494 -0.040801 -0.00857645 -0.0449456 -0.06524 -0.0466173
internal_weight=0 32531.2 18432.3 14098.8 13834.6 8491.62 15383.9 2531.62 12009.6 5960 2089.25 3048.46 5342.96 1341.85
internal_count=223821 148793 81926 66867 75028 30924 54305 8807 62331 22117 4536 27621 44104 9310
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=139 67 123 126 123 41 35 127 195 35 166 173 119 70
split_gain=8931 1656.75 1280.24 1055.02 867.517 556.591 528.795 472.267 357.782 325.458 311.606 305.011 223.468 124.236
threshold=-0.041574181965245795 0.10401138794181138 333.50000000000006 0.917267701427114 337.50000000000006 6.9487410543387984 0.094356888614878523 -0.043367707234533807 0.23331437854474663 0.027791597927748574 -0.072089817036796497 0.29003775549292171 0.089161461954868168 0.03652863857696792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 7 -3 -5 -1 13 -4 -10 -6 -11 -2
right_child=2 3 9 6 11 -7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.04072509772144213 -0.11202327063308692 0.058667888727029043 -0.080607934930398917 -0.066316042324354785 -0.045541425617130676 -0.091097369911774681 0.018514321878202036 -0.040537734445894452 -0.050881874831124545 -0.016089615468247546 0.036279342393067453 0.1075417466658742 -0.064674963670078869 0.025575896333478499
leaf_weight=3189.3234468568116 329.15089458972216 14353.232366267592 12111.681818934157 851.21193170920014 4380.4072465989739 252.51556460186839 5374.2848045267165 921.87794904783368 530.15258090011775 1420.5328168291599 1812.278612203896 134.14059619605541 2838.0094037223607 81.955116285011172
leaf_count=9323 597 37713 97906 1948 38690 263 10139 3018 2568 5816 4269 308 10921 342
internal_value=0 0.0261253 -0.0616356 0.041386 -0.0107295 0.0560786 0.00691547 0.0225031 0.00145145 -0.0722471 0.0165525 -0.0409929 -0.0484682 -0.0845925
internal_weight=0 29457 19123.8 20831.2 8625.75 14605.7 6225.5 4111.2 2753.54 16370.2 2342.43 4514.55 4258.54 411.106
internal_count=223821 101402 122419 50063 51339 37976 12087 12341 7776 114643 6837 38998 16737 939
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=167 73 157 168 29 139 73 157 164 25 73 103 163 122
split_gain=2980.11 1503.29 1368.67 693.831 560.685 481.597 1086.83 479.371 293.012 224.262 167.51 110.053 29.3629 73.6672
threshold=-0.05363067498266038 0.25587057005274599 -0.32298191837213758 3.1042286798648226 0.13978124572631342 -0.0063290713870404027 0.042387036717132419 -0.1225925917174535 -0.26550648795514914 0.1012763871267886 0.21164018664604148 0.25473560352570701 -0.14123290108862249 1.260393781607513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 7 -7 9 -3 -8 -10 13 -2
right_child=5 8 3 -5 -6 6 10 -9 11 -11 -12 -13 -14 -15
leaf_value=0.084621255078887528 -0.032588188939284779 0.034566739114046001 0.055814910040272871 0.0029851324150105512 0.025215623461063125 0.1188463865657826 -0.016913281997920322 -0.014997299968151197 -0.01287790414928331 -0.032312568237932923 -0.067738800676797176 -0.056656161720680581 -0.07764386987611567 0.60612674437400704
leaf_weight=4724.7499444335699 86.109010489657521 980.34269102662802 3025.2946961959824 13944.842248841189 2393.7058755867183 600.40340943913907 857.2718961732462 482.75182097684592 724.36924558226019 1026.2479481110349 2662.0506783928722 2770.460632449016 3767.6357390545309 1.844438325613736
leaf_count=17978 929 1997 10377 43188 4709 2274 5664 7769 2667 2465 18640 9704 95447 13
internal_value=0 0.0170697 0.0278413 0.0124032 0.0646451 -0.0502396 -0.0283994 0.0591935 -0.030095 0.000362078 -0.0553582 -0.0475823 -0.0763105 -0.0191939
internal_weight=0 29590 24088.6 16970.1 7118.46 8458.07 4602.48 1083.16 5501.42 2006.59 3519.32 3494.83 3855.59 87.9534
internal_count=223821 93085 76252 53565 22687 130736 34347 10043 16833 4462 24304 12371 96389 942
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=73 136 180 78 126 19 169 133 195 180 166 19 192 35
split_gain=7491.15 2526.21 1411.77 1274.11 892.291 892.109 879.282 638.622 623.786 652.447 520.536 473.68 334.314 168.822
threshold=0.15808173259511094 0.033050029782365126 36.802543507362792 0.10872364134330932 0.95704030644907256 -0.38666783550499856 2.6134189965103141 0.21014108652790761 0.51010380600307104 37.288487282463187 -0.08409692369137052 -0.44356481131711306 23.520406152515019 -0.11203111810672743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 6 -4 -3 12 11 9 -5 -9 -2 -1 -10
right_child=1 2 4 8 -6 -7 -8 10 13 -11 -12 -13 -14 -15
leaf_value=-0.068511222792600662 0.082908735575617509 0.077359201834646285 0.042512959450339838 -0.057195178960539321 -0.00054107177940114438 -0.014203465835268228 0.10545119315725926 0.044142532059442269 0.044383820484840034 0.066248259984931182 -0.10257439956184838 -0.061956251495731279 -0.019714734492442099 -0.073845130566071199
leaf_weight=17109.265593435615 236.12713830173016 1186.0556742697954 29576.359916307032 573.2461898252368 5749.4488080777228 10348.36596927233 309.45385100692511 1290.2607183940709 139.20422334596515 1691.7372859194875 297.5934598967433 5118.1036911718547 1529.5525668542832 912.33266767114401
leaf_count=150878 447 945 26351 1313 4666 11805 324 822 184 1755 777 16693 5190 1671
internal_value=0 0.0172473 0.0255875 -0.0517231 0.0355057 -0.00478831 -0.0617312 -0.0390505 0.00545597 0.0350059 0.016645 -0.0555676 -0.0645068 -0.0581938
internal_weight=0 53802.3 46860.2 22264.8 35325.8 11534.4 18948.3 6942.09 3316.52 2264.98 1587.85 5354.23 18638.8 1051.54
internal_count=223821 62506 43767 161315 31017 12750 156392 18739 4923 3068 1599 17140 156068 1855
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=12 169 133 59 191 83 66 122 128 67 35 42 138 133
split_gain=1921.97 1058.78 1136.56 1085.85 945.258 833.4 662.151 631.582 581.986 346.632 448.861 381.34 295.204 282.188
threshold=3.7663924448885142 -0.073064136337180327 0.04973168661055407 0.075646991671273298 0.5714285714285714 -0.24710968539896591 7.3005262437867033 0.1810753566102806 -0.41050633337837944 -0.051413264522778591 0.04901830191910727 -0.12779142768685572 0.07510162806685082 0.1765684212885664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 9 -5 -3 -4 -1 10 -2 -11 -6 -14
right_child=4 3 7 5 12 -7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=0.38176177999262711 -0.022634787311985437 -0.0034611909624581135 0.038145850755204935 0.17026434778065375 -0.07033589037262053 0.017983261493249452 -0.050519491445496612 0.1588432536278277 -0.039435424433119384 0.21954646125441629 0.16699191550526016 -0.060560159527669147 0.016276102059018624 0.10517714309831439
leaf_weight=33.283337684348226 1086.8575437348336 21285.231989637017 16250.723511498421 365.52036611549556 268.58468303456903 21415.591413101181 3478.7836373802274 445.42806873843074 2283.0548544619232 48.953434405848384 141.02524277381599 6795.8262374876067 1215.7051618099213 505.51308150030673
leaf_count=49 9471 40691 33310 519 625 35240 9562 523 12329 75 995 78072 1902 458
internal_value=0 0.0123748 0.032259 0.00425262 -0.0345636 0.0205388 -0.0100718 0.0413659 -0.0333833 -0.0497803 -0.000855712 -0.0585569 0.0271706 0.0423859
internal_weight=0 65557.6 19012.5 46545.1 10062.5 21781.1 24764 16696.2 2316.34 8072.66 1227.88 6844.78 1989.8 1721.22
internal_count=223821 132223 46211 86012 91598 35759 50253 33833 12378 88613 10466 78147 2985 2360
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=12 45 166 19 155 114 1 26 163 135 187 30 13 108
split_gain=2770.02 1379.75 813.393 673.688 573.319 334.467 312.238 287.191 235.892 220.111 200.837 148.039 98.1763 85.2375
threshold=2.4897991822651222 0.22043112462614631 -0.26011668380336289 0.2087664549092357 0.043929727414430068 8.0127927625199309 -0.20669641233165117 0.48278379640036179 -0.14123290108862249 -0.044020296651580464 -0.027233115468408169 26.169722697637209 -0.041820153169092954 1.4137051035675376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 6 -4 9 -1 10 -8 -3 -5 -7 -9 -2
right_child=1 5 4 7 -6 11 8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.062669881067803732 0.02357191254755861 -0.035364313118140804 0.021097210139410873 0.079470412001482527 0.05466766019949091 -0.007462038540279041 -0.054022003549936137 -0.063270568860546827 -0.018969557725193771 0.043303428775785545 0.011054478690923811 -0.041641855975864062 0.055165973431203746 -0.062062201064560112
leaf_weight=4404.0809588525444 132.56537854392081 497.42476250603795 10289.210198595189 554.99977272003889 10062.276885972358 1978.4386397227645 2812.2951966831461 562.74911240488291 6050.2609676551074 1248.0675729624927 1891.0412850873545 3524.7445753570646 79.931008584797382 943.56741749122739
leaf_count=36168 1083 1622 35392 2678 51154 8257 20287 2415 19221 3766 5452 26728 214 9384
internal_value=0 0.0204571 0.0332151 -0.0311143 0.0376953 -0.0172563 -0.0409071 0.0109478 -0.0300925 0.020885 0.0265779 -0.0293539 -0.0485405 -0.0515132
internal_weight=0 28676.3 21427.6 16355.4 20351.5 7248.68 13266.6 3088.72 8862.56 1745.49 2446.04 5503.18 642.68 1076.13
internal_count=223821 137386 97013 86435 86546 40373 75676 10759 39508 5388 8130 34985 2629 10467
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=140 106 123 173 193 118 180 87 76 115 115 190 167 130
split_gain=7472.4 1699.54 1326.65 893.432 980.679 711.052 392.846 379.35 368.465 305.575 259.899 295.224 230.204 205.491
threshold=-0.061915243842762605 0.2297211848185188 369.50000000000006 0.14587677815167394 0.016310449616183238 0.036230419375546205 36.248326639892916 0.027203149015311966 -0.012746560954237042 0.035304932551937056 0.17150665516081987 1.0000000180025095e-35 0.186404401940898 -0.18765916091126852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 9 -5 13 7 -2 -7 -1 -4 -12 -8 -3
right_child=2 5 10 4 -6 8 12 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.079079969131824496 -0.021776603009762894 0.073588728664642306 -0.080269073949012754 0.050824548419328923 -0.022880056171996736 0.027016088478087466 -0.049024232704806249 0.087659820382300871 -0.047739814523499562 -0.022527912001297872 0.011084114426974516 -0.062012158400244155 0.020551809025443436 0.044950232682691771
leaf_weight=1467.4350419193506 557.67300664819777 5668.0677691791207 10317.884028314613 3787.7031398639083 3449.1396235749125 5487.9324408937246 1619.1115936152637 733.19006427004933 749.36359561793506 2738.7168208640069 648.2324696816504 3742.8052649628371 673.29986354708672 4490.4051168616861
leaf_count=25582 3429 18501 100423 8701 6395 13801 6017 1958 1065 9041 1781 13503 1562 12062
internal_value=0 0.0239697 -0.0583053 -0.00560609 0.0156963 0.0446114 -0.00374269 0.0403816 0.0180347 -0.0422577 -0.0715975 -0.0512212 -0.0285892 0.0609295
internal_weight=0 27838.8 18292.2 11443 7236.84 16395.8 3583.27 1290.86 6237.3 4206.15 14708.9 4391.04 2292.41 10158.5
internal_count=223821 95148 128673 49719 15096 45429 12966 5387 14866 34623 115707 15284 7579 30563
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=166 73 13 173 163 173 73 1 163 106 158 73 116 114
split_gain=2694.44 1468.64 1042.74 1163.66 995.655 377.912 336.147 291.198 282.623 236.126 185.878 357.628 97.2799 89.8293
threshold=-0.034355668281508933 0.25587057005274599 -0.2135132487070466 -0.094329413471621229 -0.33450638240670516 1.2881812649714164 0.26943431884381924 1.0000000180025095e-35 -0.25819721446164307 -0.22951588675943632 -0.11889025199200869 0.039969935866808567 0.12745096076037135 3.5390593126030909
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 -7 9 -3 11 -2 -8 -10
right_child=5 8 4 -5 -6 6 12 -9 13 -11 -12 -13 -14 -15
leaf_value=0.080541836465637659 0.038947960352181073 -0.039543663463972686 0.061145624794377233 0.019450227865272118 -0.010937208387131695 0.18179851043479303 0.059222826557251577 -0.012526756996545927 0.042146856880128813 0.027523368915425984 -0.075444252293600425 -0.058488417098446759 -0.067839427179227862 -0.051433242594070394
leaf_weight=5413.7032297886908 463.16090533509851 946.50282342173159 2416.9846755228937 7352.2921433690935 9248.7800332000479 169.23339108098298 73.555101208388805 141.6650098124519 105.78181392140687 1178.7000189162791 3824.5396689595655 2017.7855497477576 333.22184350620955 3386.0443683126941
leaf_count=20554 2464 2030 8427 17231 33789 774 349 1395 293 2667 104420 13533 2440 13455
internal_value=0 0.0150083 0.0256087 0.0453575 0.00399736 -0.0537899 0.0149682 0.0932516 -0.0310989 -0.00234631 -0.0616158 -0.0402983 -0.0448635 -0.0485983
internal_weight=0 30048.8 24431.8 12766 11665.8 7023.16 717.675 310.898 5617.03 2125.2 6305.49 2480.95 406.777 3491.83
internal_count=223821 98446 80001 37785 42216 125375 4958 2169 18445 4697 120417 15997 2789 13748
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=64 63 190 12 189 152 195 177 195 94 121 64 90 151
split_gain=6239.09 2446.67 1799.01 827.997 809.819 797.068 857.35 1398.64 575.413 443.278 396.023 373.66 324.224 256.245
threshold=0.03436543541967365 0.35866548077694765 0.15398829688943697 1.4822020945650267 35.500000000000007 -0.27097611583439801 0.22162928980237653 -0.15880290677739303 0.77207863266715948 0.019104724352236008 0.023644081278392334 0.0080286530367693083 -0.004201075427219556 -0.16158050787633038
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 12 -8 -10 -7 -3 -13
right_child=1 8 4 -5 -6 11 9 -9 10 -11 -12 13 -14 -15
leaf_value=0.56612161548302797 0.0053610578916214362 -0.068070176243147082 -0.0097840668125364245 -0.046432364798924194 0.02491155889885761 -0.078090922410742336 -0.068872785917904453 0.044163759104004482 -0.046757026711042315 0.031860441058871557 0.036624613369834011 0.0066237723906949209 0.071323518928658153 -0.055349326177818896
leaf_weight=64.159876266494393 4718.5801237076521 170.50621522217989 9512.6646408475935 8924.3033967446536 22974.873701382428 9802.3457266055048 1096.7291609570384 256.88250303454697 709.85928893089294 726.04737490229309 2883.1054935082793 869.59938538819551 7808.6374520286918 2866.3727107644081
leaf_count=242 4020 56 11332 27979 19856 112577 11221 1268 956 1925 3626 3611 10191 14961
internal_value=0 0.0122685 0.00195505 -0.0285189 0.0147523 -0.0588632 -0.00220887 0.148476 0.0533814 -0.0287488 0.020151 -0.0678346 0.0683448 -0.0409242
internal_weight=0 57702.5 46130.4 13642.9 32487.5 15682.1 2143.82 321.042 11572.1 1822.78 3592.96 13538.3 7979.14 3735.97
internal_count=223821 78016 63187 31999 31188 145805 14656 1510 14829 13146 4582 131149 10247 18572
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=139 194 191 95 85 126 193 115 65 19 35 59 195 169
split_gain=1555.06 1007.2 913.887 1482.54 1144.64 832.292 718.808 693.103 549.302 541.912 486.947 416.941 313.088 296.068
threshold=-0.019074235355171002 0.018101960521958966 1.2075471698113209 0.37385920514182353 0.69501134668159947 0.94270803863695474 0.95117711803148153 -0.14420074854525455 1.3166232771488182 -0.43100846974716339 0.10207309218206999 0.21533906116252935 1.1022226932158208 -0.17591523061324255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -5 8 13 -4 -3 -11 -8 -9 -1
right_child=2 9 6 5 -6 -7 11 12 -10 10 -12 -13 -14 -15
leaf_value=-0.077079112767172608 0.012901908320494954 -0.077511481966847678 0.056953412467715431 -0.035865642135544856 0.076036858150468817 0.019533221436550202 -0.014676015146781827 -0.069613161766637385 0.15217616792185862 -0.030982157990461657 0.030509120074139258 0.056081622580786243 1.5107440921600206 0.092609524534906451
leaf_weight=137.72779637947679 39439.987790729851 797.87281838990748 2085.982192017138 9779.239367660135 3097.1416307184845 3752.5250119771808 1863.6656575575471 5074.2338625136763 853.7398366946727 1916.029923805967 3927.8265930041671 1505.5071242582053 1.2539010681211937 405.70633315294981
leaf_count=1784 89093 1194 1297 16383 1711 4180 1808 80807 486 9592 10642 1321 2 3521
internal_value=0 -0.0265692 0.0123876 0.0083274 0.0174988 -0.0205029 0.0484717 -0.0577304 0.0846075 -0.00020665 0.0103479 0.0169419 -0.0692227 0.0496037
internal_weight=0 12260.7 62377.8 56068.9 42537.1 13531.8 6308.89 5618.92 2939.72 6641.73 5843.86 3369.17 5075.49 543.434
internal_count=223821 107542 116279 111367 90804 20563 4912 86114 1783 21428 20234 3129 80809 5305
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=157 19 0 168 180 190 157 115 13 130 41 76 188 81
split_gain=2573.73 1404.99 697.796 709.641 343.601 273.795 210.818 199.909 178.832 285.192 178.807 121.285 26.2346 40.4592
threshold=-0.22194883227400289 0.35821493903428719 2.9955637517553839 15.794385912653295 35.280455153949141 0.42933810375670872 -0.41854548417762621 0.043229503974300428 -0.12456840569356208 -0.015797094665504975 -0.16174462283588908 0.054478847543091243 -0.11383463568187392 1.6344977672277226
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 12 -3 10 -10 -8 -7 13 -1
right_child=1 5 3 -5 -6 11 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.013040938168656742 0.014065280704248024 0.075729708292270353 0.019480303442503677 -0.031089259625056133 -0.036667467294646511 0.089361715700341793 0.12550489215369984 0.033994992882459558 0.10059943011323501 -0.03408199468833991 -0.049598828293426066 -0.018713989066703268 -0.07664251569408391 0.44727851486888404
leaf_weight=25.637840881943706 1790.2747303508222 3908.0269180051982 19464.183147864416 3236.3892958313227 5249.465889823623 124.42004441469908 59.0876987837255 1624.9392046090215 221.53492258302867 541.61108533293009 4468.9906173916534 627.64683236926794 2369.9206707663834 2.0630565062165251
leaf_count=790 7190 26883 80054 19670 19888 356 997 5600 1190 2829 39402 1066 17894 12
internal_value=0 0.0128191 0.00374062 0.0122707 -0.0237656 0.0557779 -0.050913 0.0634729 -0.0397666 0.0050149 -0.0473139 -0.000834217 -0.0755116 0.0212419
internal_weight=0 36025.3 29740.3 22700.6 7039.74 6285.03 7688.85 5532.97 5291.22 763.146 4528.08 752.067 2397.62 27.7009
internal_count=223821 160707 126802 99724 27078 33905 63114 32483 44418 4019 40399 1422 18696 802
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=139 106 35 173 193 36 127 180 173 142 154 160 160 191
split_gain=6601.7 1319.02 1209.52 787.052 848.865 671.907 560.376 550.648 391.067 332.452 307.646 93.9685 64.8764 229.433
threshold=-0.041574181965245795 0.24261225696861125 0.027791597927748574 0.1552949171868851 0.020910175460327831 16.760465930685474 -0.25375836522307671 37.288487282463187 0.031371193347332578 18.739160603096369 -0.18032769586548564 -0.076802699114381021 0.47479021848820563 0.022434163342853867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 10 -5 11 9 -7 -8 -3 -1 -4 -2 -14
right_child=2 6 5 4 -6 7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.0045665480687225122 -0.081295329233298935 0.064128343245698091 -0.079960330217748843 0.049035500644287217 -0.02058208823268361 0.058449095642571496 -0.031005374954902961 -0.025205609657355351 0.032039351202362419 -0.16254635686072028 -0.052371994850645635 -0.043387075739116522 0.073060135787929428 -0.076065213415805008
leaf_weight=1335.9656019788235 9714.4307430051267 6837.5582369752228 1202.2950876401737 3835.1754530631006 3223.6478972285986 1289.2899154629558 1133.6950293183327 2019.1222599092871 7446.8213481176645 65.32081550359726 3275.637155925855 1689.9990399191156 124.8595369560644 593.91876737307757
leaf_count=2833 96972 23566 7972 9221 6000 2572 3719 4800 18288 46 37729 5885 897 3321
internal_value=0 0.0216383 -0.0583619 -0.00374798 0.0172423 -0.0233837 0.040773 0.00739467 0.0237096 0.0619834 -0.0358771 -0.0585902 -0.0791504 -0.0501605
internal_weight=0 27153.8 16633.9 11670.4 7058.82 6200.71 15483.4 3308.41 8580.52 6902.88 4611.6 2892.29 10433.2 718.778
internal_count=223821 101402 122419 55783 15221 21229 45619 7372 22007 23612 40562 13857 101190 4218
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=160 74 14 184 193 139 74 47 159 163 23 87 176 160
split_gain=2313.78 1068.92 1027.23 835.395 474.359 365.876 584.777 325.322 290.258 209.889 164.947 110.119 36.3135 129.343
threshold=-0.039554430990347049 0.29269215868443071 -0.33641858694884391 -0.024190458504142299 0.013543748393972448 -0.0063290713870404027 0.1972885917507394 1.9189342457358787 0.073100939321045805 -0.3077401946220788 -0.033805404253853429 0.028067624593961511 1.9877452034252008 0.14804095558801608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 7 -7 10 -10 -3 -8 -2 -14
right_child=5 8 3 -5 -6 6 11 -9 9 -11 -12 -13 13 -15
leaf_value=0.032035941154719305 -0.078245531702581417 0.13533854414829774 -0.013962605247012344 0.029398062159425215 0.09629281107974795 0.0024946028614370383 -0.0061016104237207967 0.18953343438889336 -0.0022519021208162594 -0.049712799654509914 0.0096932536515591319 -0.072181669827801373 0.74910165795656125 -0.037029574799252736
leaf_weight=2174.6175436228514 2863.3876801384613 121.68660034611821 7045.1056065354496 12031.047483384609 2435.6030199537054 1700.4265473922715 289.26478672400117 98.372817245312035 1314.0834298040718 3202.9128181869164 739.10308757051826 1967.3940336834639 2.1278639947995535 127.42265750467777
leaf_count=7298 91764 384 26233 37569 8551 15245 2662 602 2805 11587 1395 16469 24 1233
internal_value=0 0.014484 0.023622 0.0133843 0.0659832 -0.0493814 -0.0298087 0.0127234 -0.0257637 -0.0359055 0.0274553 -0.0637113 -0.0759026 -0.0241174
internal_weight=0 29064.2 23686.4 19076.2 4610.22 7048.4 4055.46 1798.8 5377.79 4517 860.79 2256.66 2992.94 129.551
internal_count=223821 95822 79651 63802 15849 127999 34978 15847 16171 14392 1779 19131 93021 1257
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=103 132 169 181 181 0 136 30 157 151 121 10 70 187
split_gain=6264.45 1772.46 1154.49 1113.19 1045.55 904.67 866.924 720.149 676.77 582.354 535.386 161.035 108.409 94.7976
threshold=0.2107840626976081 0.17511614211574597 1.8952941875805489 -0.023244407881257961 0.021959899146278591 1.9534769472832303 0.15362326539677404 11.419888792840032 -0.15578100430189415 -0.4643627575944913 -0.18637048721826777 -0.07062030285396495 1.7282618552148108 0.10439986720450066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 9 10 -5 -7 -6 -1 -3 -4 -2 -13
right_child=1 5 11 6 8 7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.086243869985727931 -0.082099147378098189 -0.00069487729245127001 -0.066853199741121652 -0.023501643585739754 -0.060241936311921665 -0.035970560954766022 0.0209001913063332 0.028685955090548998 -0.014705996041150048 -0.075503614077085335 0.057626347580255956 0.16415752719329404 0.14466574056957432 0.073693681563766558
leaf_weight=227.87349358573556 1704.6404987797141 1767.4371882304549 69.482178676873446 6948.5249015372247 4863.2698865532875 2352.6686849370599 11975.986571766436 6432.9191842488945 9924.3765561971813 9606.2366182729602 14384.262378897518 146.88287583738565 21.34606758505106 548.04209887608886
leaf_count=1378 5626 984 166 10736 23793 2078 8084 5564 36202 112366 16138 150 11 545
internal_value=0 0.0192536 -0.0427288 -0.00241461 -0.0464863 0.037197 0.00459714 0.0113718 -0.0296816 -0.0717556 0.0512444 0.0783013 -0.0792946 0.0928146
internal_weight=0 45587.8 25386.2 20650.5 24621.8 24937.3 18924.5 8785.59 14787.6 9834.11 16151.7 764.407 1725.99 694.925
internal_count=223821 49221 174600 24457 173739 24764 18820 7642 59995 113744 17122 861 5637 695
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=139 130 151 181 191 19 67 6 59 22 16 167 143 93
split_gain=1276.62 878.013 845.392 812.662 1133.8 790.428 652.118 568.583 664.752 519.827 495.226 460.508 331.115 310.468
threshold=-0.0095265263343798316 -0.055794582392054683 -0.41813991884225654 0.038789727490934796 1.0146854818027098 0.3248439565048078 -0.09590388081073363 0.34648992705132603 0.02108299217617159 0.056345170090886444 -0.18217660464070451 -0.21905322705928734 0.055064339917366041 0.59303156684611069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 5 -5 -4 10 8 -3 -2 -1 -9 -11 -8
right_child=2 7 3 4 -6 -7 13 11 -10 12 -12 -13 -14 -15
leaf_value=0.26016828700347289 -0.050232596535558366 -0.047202411790086544 0.030671542004167818 -0.0074747179320484207 0.036843713629882403 -0.057061685103701548 -0.07187549314852168 0.098706063139330322 0.046418479360724518 0.044132054248148762 -0.089131808390750911 -0.039654241507935728 0.11434685073138361 0.03046231393862598
leaf_weight=110.74879088811576 357.14703055843711 1008.1816551731899 18322.409860791638 31445.019278118387 7070.5614686515182 1087.886147396639 4213.8439832096919 257.82473566383123 3061.5487189237028 1385.2834192849696 64.070075359195471 3591.2557525085285 1303.6603334862739 318.87835952453315
leaf_count=427 1006 8556 40049 57005 5819 6952 63359 362 6818 1891 899 29042 897 739
internal_value=0 -0.0231652 0.0117698 0.00906957 0.000661111 0.0257544 -0.0573666 -0.00283323 0.0232261 0.0631184 0.132152 -0.0303864 0.0781738 -0.064676
internal_weight=0 12626.4 60972 57925.9 38515.6 19410.3 4707.54 7918.81 4069.73 3046.09 174.819 3849.08 2688.94 4532.72
internal_count=223821 110202 113619 109825 62824 47001 65424 44778 15374 3794 1326 29404 2788 64098
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=157 19 19 139 0 40 190 152 157 152 142 189 188 70
split_gain=2218.92 1304.38 600.995 478.68 465.777 644.994 292.506 248.88 165.476 143.737 258.078 115.89 25.4456 79.8294
threshold=-0.24415972416436807 -0.016089274150215681 0.38568795828663544 0.055083504326628369 5.4500193451626773 25.39801571116487 0.29969755292823758 0.069355427741248074 -0.41854548417762621 0.0083586448427406101 -0.084557592273001594 28.500000000000004 -0.11383463568187392 0.0027714619154594988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 12 11 -11 -10 13 -1
right_child=1 2 6 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=1.0895651422022368 -0.04493363781986414 0.029124645944311685 0.066078445938894489 -0.0053371089975243384 0.032464298306690911 -0.03190384983825293 0.0058241843345176597 -0.003768104802475867 0.044591442157402551 0.17505020945394562 -0.023985909373367864 -0.057328282374058265 -0.075788350331135387 -0.0063634995863838216
leaf_weight=0.68136027548462408 4661.2642001388595 11220.821578960866 4379.8471207134426 6290.037471819669 3731.6422571577132 2670.9894047593698 987.28395250998437 2144.2830451391637 116.17176973819733 68.612643580883741 1289.3517336482182 2813.8470268882811 2169.8131492156535 27.115025446750224
leaf_count=17 23277 45449 28798 19956 16056 21335 2123 9074 1652 640 8358 28407 17894 785
internal_value=0 0.011273 0.0257188 0.0167457 -0.0137488 0.0056118 0.0549947 -0.0319633 -0.0522582 -0.040823 -0.0139294 -0.0532873 -0.0745704 0.0205005
internal_weight=0 36086.2 22878 17510.9 13208.2 6402.63 5367.13 6805.55 6485.59 4287.98 1357.96 2930.02 2197.61 27.7964
internal_count=223821 166068 96326 65405 69742 37391 30921 32351 57753 39057 8998 30059 18696 802
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=52 118 156 100 115 115 159 129 166 182 4 192 111 124
split_gain=5593.53 2022.23 930.471 611.294 582.366 501.749 447.813 345.357 309.801 251.388 214.498 100.042 97.3895 111.812
threshold=0.047562091624951994 -0.027642118416887646 2.1403213926242679 -0.045257683888027964 0.3151792882300562 0.058156881235649611 0.17265180633305929 1.0159987727760276 -0.080359524446593847 0.94182981414437084 -0.0024519470254989726 13.724071796731311 0.06648481854805692 -0.1070078182165816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 7 6 -4 -2 10 -3 -6 -1 -9 13 -5
right_child=1 2 5 12 9 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.055748747747095401 -0.027213991700616072 -0.078245614292366497 -0.055607132761900893 0.12931834296437472 0.069790212551302994 0.015417083351865474 0.037059154704208223 0.025693222810019789 -0.026350075942141213 -0.084305860270638078 0.048152739566326555 -0.071931548769285106 -0.076088049200107352 -0.057172938017173158
leaf_weight=261.1467068772763 1342.1171550881118 1680.1032803002745 1106.4846534105018 49.115952214226127 5961.8046910353005 9841.7127409204841 5636.9769887588918 120.41419338062406 3648.1066991435364 107.78127099201083 830.7985525354743 818.37188142351806 10203.4933937639 93.067809737287462
leaf_count=6222 4385 7551 5916 132 21216 23673 14879 1616 8259 147 2640 14396 111875 914
internal_value=0 0.0150717 -0.00844084 -0.0650964 0.0444004 0.00823899 0.0246991 -0.0149337 -0.0427139 0.0670538 0.0233039 -0.0594096 -0.0749427 0.0072486
internal_weight=0 29325.1 16276.4 12376.4 13048.7 10948.2 6979.09 2030.73 5328.21 6069.59 1091.95 938.786 10345.7 142.184
internal_count=223821 86026 45399 137795 40627 29589 19264 24874 15810 21363 8862 16012 112921 1046
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=115 157 29 19 93 169 127 145 110 82 66 67 92 115
split_gain=2281.62 1085.59 1001.33 942.653 1067.54 870.798 794.295 417.37 372.907 365.802 341.088 246.492 211.227 200.573
threshold=0.048954036612832409 -0.26580055143873454 0.13501934441066407 0.08039374168621323 -0.0013895830897974772 0.036252834050314577 -0.25900548065268086 -0.25710072507844245 -0.072946131105511042 0.41071358315132916 0.87721214625061184 1.2132620247051171 -0.06149410134000971 0.40485732976593497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -4 -1 8 12 -10 -5 -9 -2 -13
right_child=7 3 5 10 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.046605782123339823 0.14531084417435558 0.045209880245211248 -0.01736837232814346 0.033775998373834062 -0.017352372629530002 0.1119263959818408 0.06869500699876141 -0.060616165955422609 0.097832781167130442 -0.03684727101876846 -0.054113903714424427 0.094679171355442793 -0.10618656856599754 -0.029375716851547065
leaf_weight=651.48791531473398 37.525143414735794 5285.8497690074146 3890.3377571422607 503.39886330813169 5635.1461881785654 601.43100690748543 7206.0559043865651 6194.9268334791996 517.33750392869115 330.50812277756631 3594.4218489034101 176.30482841283083 303.41841258108616 499.79139913013205
leaf_count=1108 149 23077 8078 3507 14749 2001 26842 84846 1521 725 51542 1033 254 4389
internal_value=0 0.0156419 0.0376057 -0.00241803 0.0129283 -5.62873e-05 0.0591351 -0.0448936 0.00981511 0.0453317 -0.043317 -0.054359 -0.0785061 0.00297393
internal_weight=0 27368.1 12349.3 15018.8 10921 4491.77 7857.54 8059.81 1188.79 847.846 4097.82 6871.02 340.944 676.096
internal_count=223821 130904 38029 92875 37826 10079 27950 92917 2649 2246 55049 90268 403 5422
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=73 136 180 189 118 69 70 19 19 151 142 35 158 64
split_gain=4802.21 1967.39 1071.7 804.35 771.161 747.845 628.505 614.59 584.439 521.221 375.27 372.519 169.221 103.73
threshold=0.1010746346586754 0.033050029782365126 36.802543507362792 25.500000000000004 0.39007965480026002 0.20457096908153946 1.5255298009449152 -0.43100846974716339 -0.23427455624712493 -0.4643627575944913 6.4489256180645702 -0.10366934376336688 -0.13200538047444035 0.1509562154424024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 5 9 7 -2 -4 -1 12 -7 -6 -12
right_child=1 2 8 -5 10 11 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.05617648202631681 0.08321901051476116 0.086084241827632843 0.057381345508474152 -0.014690444073993992 -0.046241355538464646 0.071903479988023364 0.13739803876175921 -0.048278801185857742 0.022228882295383189 -0.074581344807613983 -0.042683308193888859 -0.034744641215148551 0.0058434426764911954 0.12714114273067353
leaf_weight=313.57853898778558 375.04117474518716 855.56948406994343 5670.6416838951409 10664.906043764204 1112.2878389004618 540.30041246861219 202.13953750953078 6795.5729686655104 28501.532086001709 10952.180975252762 42.012981094419956 831.66932130977511 1420.3031348511577 249.92711433023214
leaf_count=1826 781 796 5449 13844 6336 604 135 25283 28619 129778 46 1686 8448 190
internal_value=0 0.0114355 0.0191699 -0.0072064 -0.0518948 -0.0624526 -0.036499 -0.0414011 0.0280622 -0.0709417 -0.00465616 0.00725484 -0.0170317 0.102702
internal_weight=0 53065.4 45692.6 11520.5 15462.3 12637.7 7372.75 7170.61 34172.2 11265.8 2824.53 1371.97 2532.59 291.94
internal_count=223821 74907 48708 14640 148914 133894 26199 26064 34068 131604 15020 2290 14784 236
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=0 173 182 118 129 127 161 53 161 167 139 4 182 115
split_gain=1072.67 733.239 819.127 918.957 738.235 644.004 563.163 479.509 476.447 384.857 382.347 379.303 513.485 252.918
threshold=6.5951190324767213 0.23049129971292759 1.4923675011263631 0.72570373552988576 1.0200608549994556 0.082820732497496802 0.17334337454578125 0.24963262367641156 -0.1925192491146531 0.48796589202466084 0.058956897240580182 -0.083380580217054925 -0.097001464159623643 -0.045557725197385636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 11 -6 -3 -4 13 -11 12 -2 -7
right_child=5 4 8 -5 6 9 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.014867830617000017 0.22040240493176633 -0.047027453647240758 -0.025831075265053155 -0.043797655445348325 -0.021971338311606536 0.029853767004424658 0.10054857706711218 0.0020902555464540752 0.091359035562612975 -0.01993136728009404 0.13593060551222652 -0.061822667736478945 -0.047909952973724967 -0.033145779547831503
leaf_weight=49614.292332983576 115.06940813176334 4924.4345195805654 419.34017971158028 2821.9871694631875 653.77042718045413 944.51156655978411 880.3483275603503 3332.6712033683434 2008.8753863405436 265.73866962362081 386.01806983537972 4192.868638958782 187.62530147749931 1958.8157016998157
leaf_count=108078 330 11424 325 5332 1111 5972 1076 9922 1077 977 280 63968 2335 11614
internal_value=0 0.00984126 0.01434 0.0117106 -0.0153672 -0.0288667 0.0483363 -0.0272029 0.0711209 0.0029383 0.0723815 -0.0540181 0.054089 -0.0126507
internal_weight=0 64655.7 54864.5 52436.3 9791.22 8050.65 1534.12 8257.11 2428.22 3555.08 651.757 4495.56 302.695 2903.33
internal_count=223821 138345 114812 113410 23533 85476 2187 21346 1402 18843 1257 66633 2665 17586
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=157 20 12 30 151 190 106 2 157 151 136 14 157 129
split_gain=1897.51 1109.63 578.383 517.826 509.314 408.938 437.472 181.73 167.185 138.101 233.345 129.403 14.2092 26.1228
threshold=-0.24415972416436807 0.13484174682751185 2.4897991822651222 22.100191560319406 0.016913683740821032 0.30828183001851323 0.22365120069018846 0.22242098702866536 -0.41854548417762621 0.17303538716728803 0.39064762112008872 -0.11357855773137192 -0.49176382482268366 1.0154778206637769
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 11 -11 -10 -1 -14
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.081576152938763052 -0.054303971794096031 0.051863622026253199 0.026742971200644623 -0.011578117855337865 -0.0017388837472694686 0.016261880692744351 0.0069310407702941144 -0.039223941937936886 -0.055491866490703673 0.060733219199840864 -0.055029511085488841 -0.0026984803418387718 -0.017087811013363371 -0.070494419126119756
leaf_weight=1062.7477106200531 3499.8503727475181 8471.7417952176183 7174.4376910952851 6934.4767403984442 3894.3061979459599 1621.6238901084289 2911.5315221641213 928.13675338961184 2821.7545926906168 343.76127731520683 352.85814226791263 555.72395070735365 102.52633767295629 858.29054849082604
leaf_count=8898 19399 48800 26820 41223 13251 3842 11157 1576 31697 1887 1972 3501 1039 8759
internal_value=0 0.0102796 -0.00396455 0.0079083 -0.0266193 0.0322629 0.0403711 -0.00393548 -0.0501135 -0.0384438 0.00209601 -0.0468053 -0.0736085 -0.0647955
internal_weight=0 35436.1 21503.1 14108.9 7394.16 13933 11383.3 2549.76 6097.66 4074.1 696.619 3377.48 2023.56 960.817
internal_count=223821 166068 100693 68043 32650 65375 59957 5418 57753 39057 3859 35198 18696 9798
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=139 34 129 174 106 168 180 59 193 139 180 160 103 161
split_gain=5022.88 1137.99 1047.07 618.337 676.04 536.606 529.858 501.504 418.612 339.073 192.299 70.9955 384.216 55.4898
threshold=-0.041574181965245795 0.031944766563162745 1.0166300758126543 0.19574843953511967 0.22365120069018846 8.9281389876829937 36.248326639892916 0.014126974444474007 0.183064740041715 -0.18484690200112128 32.570950468540836 0.47479021848820563 0.0051930796030246378 0.04091020981527977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 13 -7 10 -5 -9 -4 -2 -13 -3
right_child=1 5 7 8 -6 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.033227874335737061 -0.079852021682105534 -0.077907187594474514 0.0060964493958738939 0.060276732208960127 0.035592352540470322 0.058555679459179083 -0.02300870484897705 0.021651052945160072 0.0023136193425680341 -0.020318568936772211 -0.068762935676849588 0.18498812034802004 -0.072700340966630791 -0.042453054652964166
leaf_weight=2271.4746041754261 8361.1107009779662 1144.7327565373853 441.89949300605804 7780.4751390963793 3841.1235861424357 1133.5029969448224 2678.4435975365341 4643.7885654298589 1483.5481948871166 3287.8659009253606 1535.5886955326423 65.225734192878008 512.43709410913289 718.54132723622024
leaf_count=21782 99117 7467 3254 28273 11222 2531 6922 11682 2307 8122 14760 542 3390 2450
internal_value=0 -0.0552745 0.0183697 0.0347054 0.0100184 -0.0202533 0.00124491 -0.00697935 0.0509945 0.00425361 -0.0520345 -0.0775095 -0.0436039 -0.0642349
internal_weight=0 14614 25285.8 15376.6 6112.6 5675.22 3811.95 9909.14 9264.02 7931.65 1977.49 8938.77 577.663 1863.27
internal_count=223821 122419 101402 63584 33004 19370 9453 37818 30580 19804 18014 103049 3932 9917
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=166 74 130 92 19 162 136 186 139 74 185 91 176 145
split_gain=1746.91 907.158 677.78 852.991 729.614 609.477 430.87 354.886 342.125 406.691 308.21 118.322 40.3415 96.0616
threshold=-0.034355668281508933 0.0181700031752875 -0.074997302616898298 -0.068056857728391068 0.097967975361488366 0.089401407074051101 -0.036162051062660468 50.250000000000007 -0.0063290713870404027 0.1972885917507394 0.46485939973016971 0.021673726761690479 1.48312248494414 -0.0090054147413890402
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 -2 -14
right_child=8 5 4 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.11637083066668488 -0.078636580439098158 0.082465526278587054 0.054624209336116586 -0.017622903040048304 -0.013750132195892079 -0.023994898419171497 0.0061084528953234546 0.078047570878122668 -0.0081367994910627756 0.0013724401187728079 0.11653698487140543 -0.071062562435184926 0.63713158796510061 -0.034492703559066397
leaf_weight=534.27713849768043 2424.9688689676113 1028.388312571682 8739.2952512959018 4288.570969174616 1899.9440484968945 9391.2779110805131 2626.2207910679281 353.65652828197926 1266.4415553938597 266.89844413846731 235.09764441056177 1454.2593635967933 2.1615183390676966 144.18962606973946
leaf_count=2598 92188 3648 34228 12439 8782 29676 5459 1616 12652 2614 1575 14652 16 1678
internal_value=0 0.0118135 0.0283176 -0.00277902 0.042414 -0.00723099 0.0275949 -0.0202916 -0.0483554 -0.0266498 0.0113835 -0.0598301 -0.0755595 -0.0245732
internal_weight=0 28861.6 15462.1 4822.85 10639.2 13399.5 3654.61 9744.93 5794.02 3222.7 1501.54 1721.16 2571.32 146.351
internal_count=223821 98446 58047 15037 43010 40399 9107 31292 125375 31493 14227 17266 93882 1694
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=103 63 19 180 196 158 195 152 64 76 63 169 195 10
split_gain=4577.29 1382.54 1506.35 1108.75 1103.71 707.206 678.831 835.89 518.771 371.724 318.639 269.227 265.293 266.302
threshold=0.21749926446781645 0.38789369118311584 -0.36764056701986875 36.848058902275774 0.070833332056873574 -0.13200538047444035 0.21459582336830788 -0.30112075179299208 0.0047484849885011645 -0.033887615992370668 0.28354670485729422 2.6134189965103141 0.73526623327640483 0.029131112236497361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 6 11 7 -1 -7 -2 -8 -6 -3 -14
right_child=1 12 3 -5 5 8 10 -9 -10 -11 -12 -13 13 -15
leaf_value=0.18788338140234154 -0.031880501240275937 0.065981156875865019 -0.028037457775699201 0.013334488151554759 -0.054435298363693811 -0.055802721185629206 -0.073908180947591592 -0.032036942878146811 0.0092944275256341986 0.084143961896263664 0.041625705673732506 0.087092753355520525 -0.028250858229066145 0.045865356722760924
leaf_weight=218.96384494006634 304.98344726674259 5599.2329380698502 9099.7894007824361 22480.263094685972 4527.4567550737411 1478.0625171735883 9124.7115102093667 820.29162415862083 7127.5620483476669 2919.2723456788808 245.12830324470997 138.52288671582937 648.22737196832895 1922.6872125305235
leaf_count=871 664 9082 13802 18984 20033 8881 122161 7658 15418 2046 304 152 902 2863
internal_value=0 0.0167509 0.00806061 0.00141317 -0.0380035 -0.0188841 -0.0623807 0.0142987 -0.00188636 0.0731692 -0.0708857 -0.0502336 0.0537708 0.0271778
internal_weight=0 42974.5 34804.3 31580.1 23680.7 13271.6 10409.1 1039.26 8605.62 3224.26 9369.84 4665.98 8170.15 2570.91
internal_count=223821 48343 35496 32786 175478 44484 130994 8529 24299 2710 122465 20185 12847 3765
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=12 169 59 25 132 161 35 107 139 4 114 11 10 195
split_gain=1088.84 806.13 895.4 838.736 747.696 651.938 534.899 513.939 394.4 229.499 267.386 219.07 252.42 209.089
threshold=4.7469356863791052 -0.073064136337180327 0.20304732879397305 0.045476258931573067 0.19541517387640492 -0.45879389493032419 0.14364987686701305 0.054119190235215754 0.058956897240580182 -0.062401470703100502 5.3797850621375565 0.36140769183217941 0.36849442944648536 0.62883849741677011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -4 -1 -5 9 10 -2 -10 -13 -11
right_child=8 2 5 7 -6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.041156030557523385 0.14311191400892373 0.0026714656624031749 0.14717042470270356 0.036598500185753904 -0.030057003057531208 0.017893359586194542 0.35745642629199503 -0.061353333289067793 -0.019060240426223927 -0.070209414201870324 -0.070331172569488495 0.16999371827272503 0.0065553102738141735 0.010255659897424989
leaf_weight=2006.1451410735026 121.48022827599198 21590.506747414358 400.17441795766354 16392.196582516655 10315.25090647582 15477.988566172309 34.238883849233389 553.75225163903087 911.06232390925288 3184.5925802122802 113.55288942530751 154.22862003743649 243.99116846639663 359.37900383025408
leaf_count=12642 1293 49099 371 34472 24777 31241 79 4171 3695 56083 2464 144 318 2972
internal_value=0 0.00867316 0.00174703 0.0261045 -0.00790977 0.0211515 -0.0344671 0.0333977 -0.0393161 -0.0557035 0.0399899 0.0079832 0.0698542 -0.0620498
internal_weight=0 66770.3 47783.9 18986.3 31905.8 15878.2 2040.38 16945.9 5088.29 3779 235.033 1309.28 398.22 3543.97
internal_count=223821 156852 105488 51364 73876 31612 12721 38643 66969 62812 3757 4157 462 59055
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=156 155 13 190 0 36 56 154 186 157 2 79 118 164
split_gain=1699.56 844.63 593.777 470.172 409.114 426.766 315.417 241.184 202.069 201.718 159.324 125.78 154.56 123.045
threshold=1.5998115541777496 0.13815495288930693 0.071500829487317605 0.29969755292823758 4.7688573187567762 47.437324261789193 -0.20057176653838657 0.16203544247456036 19.750000000000004 -0.30834634547045825 0.22242098702866536 -0.0057642276091062795 0.36161496675297089 -0.016243084195339857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 8 -6 -3 13 -2 -9 -5 -4 -13 -1
right_child=1 3 11 10 5 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.063797768592413012 0.030769499194434221 -0.018558138848986071 -0.020461768585285554 0.012540301158385128 0.018173522532860861 -0.030095015284858286 0.055371689872289666 -0.065756602052994398 -0.025631482712291792 -0.0001957172185790909 -0.051753124786043415 0.075117870427130085 -0.022559420731947326 -0.034739423503937314
leaf_weight=4107.6388941654004 716.92787944804877 629.66030034981668 338.48654781468213 1201.7685656519607 12717.888778877445 2139.9413554137573 6912.5787110244855 627.93829242372885 5573.8195565640926 1857.7079851720482 567.41301928088069 664.01957727130502 214.27283704839647 2258.3942863550037
leaf_count=37852 3468 2716 1151 3252 56718 16525 47128 5538 25991 8404 945 2374 454 11305
internal_value=0 0.0132207 -0.0341709 0.0383165 0.00217138 0.0112215 0.0491997 -0.0431747 -0.0192037 -0.0167581 -0.00807993 0.0313285 0.051288 -0.0534891
internal_weight=0 30460 10068.5 9311.42 21148.6 14857.8 7542.24 8851.68 6290.75 2485.65 1769.18 1216.78 878.292 6366.03
internal_count=223821 156743 67078 54041 102702 73243 49844 63099 29459 13942 4197 3979 2828 49157
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=53 166 181 100 115 14 174 115 179 103 8 174 185 125
split_gain=4097.86 1554.81 912.876 654.399 629.94 523.525 505.295 240.973 133.539 131.613 105.723 96.2928 248.759 69.6927
threshold=0.033140202730795869 -0.069302737515932633 0.79604334071168625 -0.045257683888027964 0.2723053539193418 0.10065196829516017 0.27427842915417938 0.035304932551937056 0.04475338886663905 0.22421452944836254 1.0361516938161544 0.26701045209486701 0.038857389400495108 -0.18175742611736653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 -3 -2 8 -7 -1 -4 -8 13 -13 -5
right_child=1 2 9 11 -6 7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.079666141406982027 -0.071159999637440144 0.0087352889644012922 -0.0059705940131444604 0.017287792734559364 0.042587578328619674 -0.093381164753918833 0.081327242563525998 0.028532770168434925 -0.014929700935894711 -0.06185593101639978 -0.18973514754928181 0.073044036631094406 -0.066364821377048133 -0.079558571635271857
leaf_weight=548.35614204686135 2737.4434680556878 10413.382567148656 611.44317788816988 75.070320579223335 11643.045447090641 194.0039685126394 514.41334121674299 986.79538798891008 760.66781040932983 1355.8851980902255 14.803107384592293 150.27122940775007 863.49055660516024 7292.6823050575331
leaf_count=17091 13780 32451 985 734 37490 968 1164 2530 5751 3167 38 481 5067 102124
internal_value=0 0.0112567 0.0207833 -0.0627453 0.0266051 -0.047153 -0.00871203 0.00850245 -0.0420481 -0.0444868 0.0737452 -0.0745959 -0.0457001 -0.0785718
internal_weight=0 27942 24023.8 10219.8 22056.4 3918.24 1838.24 1180.8 1309.02 1967.33 529.216 8381.51 1013.76 7367.75
internal_count=223821 91371 74093 132450 69941 17278 24044 3498 22842 4152 1202 108406 5548 102858
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=115 157 35 22 19 80 164 157 19 103 168 93 157 32
split_gain=1776.16 925.481 1018.75 856.307 467.169 511.011 339.467 332.062 252.61 185.939 167.602 163.896 111.226 70.2068
threshold=0.048954036612832409 -0.067453422964110568 -0.0091576265154676741 0.056345170090886444 0.087384776381108517 -0.050487571683804085 -0.26550648795514914 -0.298263676033032 -0.1698066389152145 0.62962951962425551 4.3176350738284297 -0.052296620154089583 -0.19359771742599177 0.11781303751097909
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 -4 11 -10 13 -2 -12 -8
right_child=6 4 7 -5 -6 -7 10 -9 9 -11 12 -13 -14 -15
leaf_value=0.058235016912315841 0.13126416481553083 0.076418378892264036 0.10457886879381247 0.0013399795542681377 -0.066288925420909625 -0.022733890067779192 -0.035808569912698124 0.045897555615596594 0.087406284489451036 -0.029795724037444155 -0.040135107866073563 -0.052346190783467805 -0.069101594945551056 0.033416918433904923
leaf_weight=3251.3883112482727 52.750274889171124 654.58118370082229 1496.2475863434374 14191.881702029146 1781.1364343762398 2524.1473045167513 290.82446194905788 2712.4909778181463 427.67891271039844 198.04617998935282 2249.8074716916308 620.21994363330305 3226.982886348851 295.22120240330696
leaf_count=12939 185 5429 5689 39783 47074 11021 1805 8969 1352 592 15123 987 71694 1179
internal_value=0 0.0136745 0.0225999 0.0119451 -0.0252893 -0.00231591 -0.0418249 0.0667593 0.00457302 0.0503111 -0.0517637 -0.037954 -0.0572025 -0.000936148
internal_weight=0 26611.9 21652 17443.3 4959.86 3178.73 7361.53 4208.74 1298.7 625.725 6062.84 672.97 5476.79 586.046
internal_count=223821 130904 67380 52722 63524 16450 92917 14658 3116 1944 89801 1172 86817 2984
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=103 12 190 80 118 159 157 152 76 173 41 124 79 55
split_gain=3932.7 1425.6 1699.09 1092.16 808.18 660.387 643.743 502.063 691.632 468.874 415.21 339.602 223.455 215.386
threshold=0.12357274827542386 1.5012310895402565 0.02369801959810031 0.16617304505080585 0.43227385705198101 0.18918443836445217 -0.37393228443565391 -0.2872168898858467 -0.01799178957522795 -0.20036761926999855 6.9487410543387984 0.24008598167221051 0.34734210974094276 -0.024849779203386175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 13 -4 7 6 -2 8 -1 -7 12 -9 -6 -3
right_child=1 2 3 -5 10 9 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.086634981206399952 -0.030793031081375651 -0.034347152636587157 0.039832033981248842 -0.0053644593861475456 -0.017700139325666841 -0.068918318315391427 0.031258758236315361 -0.067834519109470512 0.04915601977295668 0.054989849290800231 0.10507402697321594 -0.016302049669527342 0.1112018533740244 -0.082738334767762073
leaf_weight=601.65197263285518 2387.2013147193938 1528.2101315259933 7549.7277088779956 18321.558125566691 2797.1432126220316 315.18792150169611 5579.410626269877 10620.294815677218 996.06467107404023 9824.8848833981901 340.97656588256359 1453.8839368754998 141.27641443535686 2310.2394525269046
leaf_count=5449 1717 5307 12447 17509 13644 234 3742 125878 6074 13115 259 7988 262 10196
internal_value=0 0.012093 -0.00138673 0.00782473 -0.0439646 0.0342107 0.0126649 -0.0546585 -0.00197878 0.0511384 0.000618454 -0.0616294 -0.0115027 -0.0634723
internal_weight=0 47816.4 29709.7 25871.3 16951.3 18106.7 7966.61 13671.9 1597.72 10140.1 3279.4 12074.2 2938.42 3838.45
internal_count=223821 64267 45459 29956 159554 18808 5459 145389 11523 13349 14165 133866 13906 15503
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=191 10 127 118 152 180 109 62 110 174 165 151 100 137
split_gain=928.992 1063.88 661.353 650.586 647.767 537.722 480.61 462.531 433.068 328.015 285.697 276.486 274.126 205.952
threshold=1.0146854818027098 0.01770499261692254 0.5506033268907381 0.69774554933855426 -0.37992335393937909 41.030120481927717 0.62228527205806072 0.060728684320921142 0.58583386665053827 -0.16306295989473035 0.3387575198832195 -0.21481185559618557 0.26654285697912472 1.4370431972460034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 10 8 -3 -7 -4 -2 -5 -12 -8
right_child=5 2 9 11 -6 6 13 -9 -10 -11 12 -13 -14 -15
leaf_value=0.059001902790438931 0.049090764811619905 -0.061279697773835441 0.3611558444757938 -0.096795199349515526 0.0078418343844367227 0.01570479760683537 -0.070471446515918232 -0.018486893775223355 0.11034430332962127 0.039049148308370168 0.024646465103113312 -0.021747743996915651 0.15448622828871672 0.015925664247508915
leaf_weight=2628.5384522872046 3315.9843427427113 3378.9049182329327 32.480001233518124 648.69986110366881 42340.688671842217 2927.1798052974045 815.84588727355003 10003.994130793028 579.18687829002738 1187.2418738491833 230.45714110508561 2018.2032827213407 552.28782853670418 416.90190649405122
leaf_count=4288 1752 57836 39 1679 107411 3063 890 39034 429 2414 244 3809 429 504
internal_value=0 0.000747526 -0.0228664 0.00798627 0.0108322 0.0353945 0.0124551 -0.0292912 0.0313375 0.0476265 0.061918 -0.0400024 0.116259 -0.0412529
internal_weight=0 62238.8 14602.6 47636.1 44969.2 8837.84 4739.11 13382.9 3506.37 1219.72 4098.73 2666.9 782.745 1232.75
internal_count=223821 216510 99323 117187 111699 7311 4886 96870 3492 2453 2425 5488 673 1394
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=156 151 139 139 34 76 181 155 19 122 46 24 189 187
split_gain=1448.78 949.017 712.687 595.659 520.837 443.072 343.394 291.831 231.892 157.59 134.571 131.648 116.644 102.834
threshold=2.5494051342137416 1.0000000180025095e-35 -0.031984327921221266 0.36104573791276079 0.48492422759582865 0.34736979357024989 0.62917468324154779 0.13427047894619978 -0.17276835648418634 -0.02216166214541258 -0.088182698456143863 -0.33597811563773833 28.500000000000004 -0.10164033410486084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 6 -3 7 -2 -1 13 -5 -11 -4 -6
right_child=4 3 12 10 9 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.03520455442956056 0.018959121564499776 0.012830959617909594 0.011450772765417909 0.047434787237123438 -0.059176694982888627 0.10383559692514994 -0.024357895474122163 0.046074730718148861 0.025492009326814738 0.28609243028863779 -0.042304655615681766 -0.034250918946814889 -0.060546902477590418 0.094012982885832527
leaf_weight=1009.6602966375649 11681.491841061041 5439.6007400881499 232.88058188278228 179.83875381015241 58.99115770868957 593.34917613305151 1338.5885359756649 6011.7554265577346 1671.4834176115692 12.902959339320658 2359.7043589414097 2228.2556797713041 6668.3070405875333 170.39642413705587
leaf_count=5115 44797 20078 3284 1330 211 2402 2423 40291 7012 100 13464 23444 59183 687
internal_value=0 -0.0194936 -0.0411188 0.00467894 0.0188703 0.0217814 0.0244777 0.0281724 0.00263501 -0.0243265 -0.0359497 -0.0324066 -0.0581173 0.0546175
internal_weight=0 18154.8 9582.33 8572.49 21502.4 6032.95 19031.8 17693.2 2681.14 2470.55 2539.54 2241.16 6901.19 229.388
internal_count=223821 111868 74594 37274 111953 22480 87511 85088 12127 24442 14794 23544 62467 898
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=52 193 155 173 181 44 152 158 160 167 34 113 4 180
split_gain=3791.33 1346.61 757.86 725.723 674.857 618.578 443.701 409.387 400.751 344.125 253.02 206.655 101.205 100.455
threshold=0.047562091624951994 0.019334625980700518 -0.24142890580757206 0.26606029978831075 0.15966769705682735 0.18001758427549888 -0.068563506359063539 -0.30883782864811665 -0.068226466476623157 -0.018854206230660874 -0.12525625976186563 -0.18189309487629593 -0.041216201944120519 37.738286479250341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 11 10 8 -3 -7 -2 -4 -5 13 -6 -1
right_child=1 2 9 4 12 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.023393063168560151 -0.039003707157394041 -0.011097792771520771 -0.073091557855834224 0.27930612319728437 0.51583489333596055 -0.096635873555704188 0.049204506581552621 0.055756233363636644 0.021424781239666974 -0.022455243639476635 0.047919403042844276 -0.07739339749312002 -0.066336810208603825 -0.074788957165805095
leaf_weight=314.55675226915628 1311.3841942893341 2853.1116258632392 1887.0339896064252 50.248076135292649 2.996553197503089 180.82575084455311 2131.9252241309732 7016.3372039031237 6727.8135698391125 4647.7971043558791 794.23705922998488 7764.8320394759066 853.27857828233391 155.83784191869199
leaf_count=2526 5719 5517 7580 151 12 253 4291 30055 20923 11688 2165 125920 5299 1722
internal_value=0 0.0111251 -0.0146752 -0.0612126 -0.0017428 0.0306322 0.0146914 0.0519274 0.0115675 -0.0370773 0.0616872 -0.0734944 -0.0642995 -0.00913383
internal_weight=0 26756.2 11519.9 9935.99 1700.76 15236.4 4985.04 7197.16 8039.2 6534.83 844.485 8235.23 856.275 470.395
internal_count=223821 86026 29076 137795 7627 56950 9808 30308 26642 19268 2316 130168 5311 4248
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=15
num_cat=0
split_feature=13 73 185 135 166 124 9 129 74 91 158 14 127 134
split_gain=1569.11 1529.81 795.646 866.837 640.558 482.23 395.351 252.128 186.297 146.237 91.8807 82.2475 35.2335 35.592
threshold=-0.02489570281333062 0.2299325760719553 0.070209867654752359 0.011827929827955637 -0.32674710167406024 -0.30589692971698462 -0.11357617980663663 1.0179271202039615 -0.52284933331339944 0.027461916852447681 -0.14561774996726393 0.10564340997340869 0.53086945628838544 0.012990806399210342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -4 7 -3 11 -8 -10 -6 13 -2
right_child=4 6 5 -5 8 -7 9 -9 10 -11 -12 -13 -14 -15
leaf_value=0.034139372994028423 0.10079564804938793 -0.027778937345381022 -0.092983287862352687 -0.016352604224222779 0.17445484633414585 0.05289361541430504 -0.021569784305839602 0.032447795689485873 -0.018447226694311581 -0.064063054932097782 -0.065683422396564828 -0.069532456236336221 -0.11745292873302056 0.3595531928222071
leaf_weight=6846.7699495768175 256.0443279966712 1652.8801056290977 233.3486847365275 6754.2871998692863 48.899607406929135 7848.474166917149 1150.6589847505093 1199.5419808542356 456.86576278973371 2734.5380537742749 4173.589471754618 19.257120421621948 7.2409510910511008 5.4284665137529364
leaf_count=30520 1143 4519 283 16573 180 25072 3521 3302 3497 21758 112853 551 21 28
internal_value=0 0.0108983 0.0238313 0.00906505 -0.0500193 0.0486817 -0.0307223 -0.00245152 -0.058607 -0.051478 -0.0610228 0.105518 0.100142 0.106168
internal_weight=0 28420.5 21682.9 13601.1 4967.33 8081.82 6737.62 2852.42 4698.61 3885.2 4630.46 68.1567 268.714 261.473
internal_count=223821 105548 72448 47093 118273 25355 33100 7821 117081 25279 116350 731 1192 1171
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=95 73 158 12 94 26 68 90 195 0 189 159 2 94
split_gain=3181.69 1386.41 2099.75 873.598 670.182 577.01 569.218 650.683 563.661 376.473 337.464 268.562 550.34 122.42
threshold=0.029504814227167043 0.5409197164810402 -0.30147931755251445 1.680831231273314 0.02334928404305352 1.034308394613938 -0.08143257726729887 1.2048001305827267 0.21459582336830788 0.7094098396241354 37.500000000000007 0.061375034971059429 -0.050322448038366711 0.033172503910495969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 11 -2 9 -8 13 -3 -10 12 -1 -6
right_child=1 6 3 -5 8 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.075635227353877316 -0.066573172111789966 0.068502132853083139 0.030905975453761021 -0.0095418827750369684 0.30698311562769476 0.030405084055122929 0.039745293230711777 -0.00077489540618505505 -0.063735595003755238 -0.038316668097745366 0.014440743363414957 -0.073485706512997823 0.10878677772078459 0.11649644271817286
leaf_weight=444.81126196496189 5998.5606636423618 393.82241622358561 9176.6473894417286 12770.957983228378 47.779856041073799 683.42839704453945 16574.022381465882 5208.4080026447773 995.46831586584449 2034.1203071735799 1239.97141231969 7149.389205083251 254.32762511074543 114.80255590379238
leaf_count=8537 10175 410 10323 35831 40 712 16796 4891 7014 1389 3066 122114 2469 54
internal_value=0 0.0073227 -0.00757291 0.00737002 -0.0535646 -0.0566543 0.0249373 0.0300565 -0.00729725 -0.0209902 -0.0203721 -0.0677011 -0.00854754 0.172477
internal_weight=0 52840 28629.6 21947.6 10246.6 6681.99 24210.4 21782.4 2398.02 2427.94 2235.44 7848.53 699.139 162.582
internal_count=223821 80527 57041 46154 143294 10887 23486 21687 10174 1799 10080 133120 11006 94
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=12 151 169 130 74 130 133 50 168 166 130 54 139 71
split_gain=839.919 661.947 732.63 756.009 626.584 424.444 393.451 313.435 260.105 225.3 194.378 181.322 189.468 166.184
threshold=4.7469356863791052 -0.41813991884225654 -0.073064136337180327 1.0162909641875189 -0.063104113634292788 0.618648066854117 0.053599993295993693 -0.053256180606912611 4.4309936131181482 0.043915549245904038 -0.29238193661847833 70.044351193162228 -0.39519916627942581 0.67781424829465775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 8 10 -8 9 -2 -1 12 -7 -10
right_child=5 2 3 -5 -6 11 7 -9 13 -11 -12 -13 -14 -15
leaf_value=0.31179112914065965 0.058305310058433063 -0.0080899359912713614 -0.0032544211530102203 0.089339815107534068 0.033989892281360991 0.33945582582740008 -0.024524978006183376 0.076483952291708582 -0.062138220984651271 -0.070564461145859569 -0.060948124405210351 -0.093716050869184983 0.064537105701209643 0.01695410262716195
leaf_weight=14.573142245411871 402.29204073734581 4856.0528466170654 43615.235190660693 899.97195995785296 13043.065647196025 27.015604391694069 349.67528044432402 2529.3276794422418 3349.316505832132 204.68757667765021 350.01335818693042 67.479266609996557 347.79675299674273 288.5436818767339
leaf_count=17 3624 25848 102149 526 23826 81 727 2554 56080 5280 1205 326 1111 467
internal_value=0 0.00777662 0.00548765 -0.00138243 0.0225736 -0.0360399 0.0518217 0.0642157 -0.0457535 0.0148474 -0.0460491 0.0571851 0.0843526 -0.0558649
internal_weight=0 65657.9 62414.3 44515.2 17899.1 4687.13 3243.59 2879 4244.84 606.98 364.587 442.292 374.812 3637.86
internal_count=223821 156852 152349 102675 49674 66969 4503 3281 65451 8904 1222 1518 1192 56547
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=157 19 12 57 151 26 2 8 157 19 129 65 157 129
split_gain=1332.55 752.746 569.026 448.113 433.577 223.133 228.612 225.764 162.95 131.029 197.362 72.368 16.2627 24.4021
threshold=-0.25149052903702024 0.3714728352665248 2.0339640442180396 4.9805023343744228 0.16468619950683613 0.030075076770640998 0.18537686831024913 0.42615359231715966 -0.41854548417762621 0.033368765980917099 1.0156498816088309 -0.02518997492103886 -0.49176382482268366 1.0154778206637769
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=-0.081179922636451796 -0.044741151828113217 0.068142663848254847 0.037621573041757984 0.0024982729767919938 0.010154723895241514 0.041323799942559129 -0.032077563754812945 -0.037880538553619982 0.03288457297434464 0.07879613834910712 -0.026313352709455104 -0.052886378047426325 -0.014987487225822153 -0.067995713871731298
leaf_weight=881.19974639359862 3923.4445016002283 2885.8644120562822 4556.2159250192344 17915.555901785381 2271.8647069269791 1306.9443846261129 628.30661514773965 215.86419008299708 103.37384637678042 216.97515137866139 1011.0984783996828 2032.5767672848888 98.735849923919886 721.06317235855386
leaf_count=8898 20793 25121 20608 86182 7667 4873 1781 819 4071 1797 7213 24200 1039 8759
internal_value=0 0.00848644 0.00222209 0.00961962 -0.0246104 0.0441389 0.017493 0.060764 -0.0465249 -0.0337705 -0.00774268 -0.0487353 -0.0717489 -0.0616115
internal_weight=0 33704.1 28667.1 22471.8 6195.31 5036.98 1935.25 3101.73 5065.02 3364.02 1228.07 2135.95 1701 819.799
internal_count=223821 167844 135250 106790 28460 32594 6654 25940 55977 37281 9010 28271 18696 9798
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=139 118 33 67 155 14 193 154 19 192 139 182 67 187
split_gain=3406.94 933.082 909.214 625.327 534.009 386.899 357.795 274.45 250.29 223.415 220.294 219.927 116.54 190.96
threshold=1.0000000180025095e-35 -0.046529845028861115 155.35359447918196 0.0097087720687906148 -0.24891507072628841 0.09567818641950486 1.1314695132680537 -0.26151542047658022 -0.22295997836215906 16.752041833600686 -0.39519916627942581 0.67721393631278737 0.18092605751205618 0.21419155310959884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 10 6 -6 -3 8 -4 -9 -1 -5 -2 -14
right_child=2 4 7 11 5 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.1230515630802461 -0.078022023988016553 0.032594650331164869 -0.063337977609955895 0.042621656988205088 -0.053016175996911635 -0.006637003249555397 -0.063385481410736827 0.020848604492622564 0.061577883392103752 -0.057076996805812366 -0.068986638194127078 -0.064124548680441693 0.008520744935196679 -0.068804328446788063
leaf_weight=65.244594584219158 6456.6161212474108 4002.1712420256808 200.20875027775764 9963.2140681641176 2449.2740141181275 6771.2946776067838 430.13622113317251 566.40809232695028 806.73037114460021 1049.892446057871 707.36015464086086 196.819694660604 436.28255116473883 1191.8740442278795
leaf_count=342 90783 11683 425 37902 12049 34195 541 2995 1559 5593 15943 274 2092 7445
internal_value=0 0.0121881 -0.0553947 0.0339587 -0.00524485 -0.0189568 0.0232802 -0.00423902 0.036741 -0.0297691 -0.0527695 0.0405538 -0.071993 -0.0480842
internal_weight=0 24585.5 10708 10932.6 13652.9 9220.57 4432.31 2623.24 1006.94 1616.3 772.605 10160 8084.77 1628.16
internal_count=223821 112929 110892 54461 58468 46244 12224 10572 1984 8588 16285 38176 100320 9537
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=115 157 173 35 159 21 115 20 157 83 112 88 72 10
split_gain=1383.99 809.392 773.163 924.583 606.365 530.646 387.487 383.914 343.562 392.868 397.639 53.823 23.1995 10.5613
threshold=0.022627623684544403 -0.26580055143873454 -0.094329413471621229 -0.017290108477055335 0.10425099496846997 0.16823672837140297 -0.16583552350446462 0.044452450269526718 0.007309241021692725 0.44389516534134005 -0.22637180439758534 0.0066262043888767443 0.04832936041852761 -0.26460567482338254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -3 -6 9 10 -2 -11 -10 -14
right_child=8 4 3 -5 7 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.079743560569083105 -0.07030598752026751 0.076113358572909004 -0.014233316171332553 0.075408207044110151 -0.0034394093654041462 0.0076221530342268909 0.0094367004322487777 -0.047159498937935057 0.19143611328912277 -0.03971096634322354 0.0096278677550128387 -0.072116254429308482 0.0024299470712256621 -0.076886875504896951
leaf_weight=3894.6086365990341 770.89362725382671 1134.0133100119419 4532.0494246259332 1542.127220608294 5615.7596851028502 1382.2557168174535 3766.3009154256433 3126.8221801910549 3.2482510232366613 862.27209883183241 3229.5204467084259 1263.7364631064702 16.961344592273235 1637.6955491048284
leaf_count=17090 4752 4897 10699 5292 20477 3505 12939 47244 35 3561 15198 15892 95 62145
internal_value=0 0.013122 0.0328506 0.0085251 -0.0032925 0.0608516 0.0248668 -0.0190761 -0.0351651 -0.0242364 -0.00577566 -0.0589732 -0.0755497 -0.0760738
internal_weight=0 24993.9 11351 6074.18 13642.9 5276.86 4900.31 8742.58 7784.33 6126.42 4000.41 2126.01 1657.91 1654.66
internal_count=223821 122143 36586 15991 85557 20595 17836 67721 101678 39403 19950 19453 62275 62240
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=73 19 192 67 25 151 177 193 158 113 134 76 4 158
split_gain=2746.87 1169.23 1130.29 886.805 584.591 490.791 801.266 502.51 448.613 511.39 441.692 331.153 223.571 186.766
threshold=0.1010746346586754 -0.43100846974716339 16.876814468132235 -0.083585046328679677 0.2172252085384426 -0.4643627575944913 -0.16160513521458411 0.67133305633070217 -0.15016359689897438 0.18776544403471693 0.079579184844659132 -0.033887615992370668 1.1821589918238027 0.04316008436239973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 10 -4 5 6 -1 -7 -6 -10 -3 12 -2 -13
right_child=1 2 3 -5 8 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.24762183188126793 -0.095786640847473958 -0.056506139373131953 -0.036201952566550996 0.019255742186591832 -0.060611373459235576 -0.067514757165007946 -0.082630750228701672 0.0094984016776798758 -0.014185132845847638 0.096646667370178463 -0.011119944115834559 0.096736849420515317 0.082301057489305052 -0.011975055107318448
leaf_weight=137.43587135523558 176.73810305818915 2739.1033110199496 3180.7428439166397 30843.96744260285 915.1343882214278 8500.1806457862258 157.83607048541307 941.0560746639967 1170.0722236530855 646.25690455362201 9873.1693985722959 2025.2932599782944 117.26584156602621 171.40640698745847
leaf_count=503 929 14611 3251 41927 3953 133439 1445 3230 5599 745 12240 1630 113 206
internal_value=0 0.00815831 0.00459312 0.0140714 -0.044399 -0.055868 0.071087 -0.0598385 -0.00351702 0.0252492 -0.0209768 0.0749145 -0.0247549 0.0882542
internal_weight=0 49127.7 46637 34024.7 12468 9736.51 295.272 9441.24 2731.46 1816.33 12612.3 2490.7 294.004 2196.7
internal_count=223821 74907 72029 45178 148914 138617 1948 136669 10297 6344 26851 2878 1042 1836
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=140 152 165 167 97 90 83 44 16 77 130 93 58 19
split_gain=815.949 746.6 702.336 628.546 610.222 1021.25 708.489 595.663 554.831 551.128 463.707 377.212 292.498 522.487
threshold=0.3663551881655745 -0.41584321606334301 0.16623856335119155 -0.21905322705928734 0.49053330342839491 1.112497883450946 0.59040053603003528 -0.085605811449789501 -0.35661515658895132 -0.31680643685504134 -0.335175762801392 0.36283105933489895 0.1089818541225895 0.08400585680174151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 9 -4 6 11 7 -2 -7 -3 -8 -6 13 -1
right_child=4 2 3 -5 5 8 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.036094775287284005 -0.0092744454426239419 0.13632525109698609 0.015182086959157815 -0.025354521652716008 0.032780693626738924 -0.049490148655880355 -0.12570758046166938 0.035602453254797432 0.055326794241232193 0.0063085113740604468 0.066288557742813822 -0.045631505477875069 0.084400728532481151 0.098418009057144873
leaf_weight=754.59195481147617 5119.8214461114258 332.45907042175531 4739.696457657963 19822.651257712394 723.9979222305119 609.99102976359427 129.11871494352818 7003.7599309505895 2934.2568214479834 16851.61509287823 4884.6086916737258 4019.9856685493141 1233.7004458038136 467.77645797841251
leaf_count=1791 12516 542 10349 126257 715 1652 78 9929 2806 45324 2702 6585 1878 697
internal_value=0 -0.00353098 -0.00668331 -0.0175323 0.0189526 -0.00332403 0.0297264 0.0166508 0.037287 0.00882394 0.0613441 -0.0336647 0.0500499 0.0153806
internal_weight=0 44202.5 41746.4 24562.3 25425.5 8288.23 17137.3 12123.6 3544.25 17184.1 5013.73 4743.98 2456.07 1222.37
internal_count=223821 186838 182472 136606 36983 11758 25225 22445 4458 45866 2780 7300 4366 2488
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=167 190 19 2 108 114 155 186 182 103 152 151 23 182
split_gain=960.715 784.075 552.143 362.429 321.979 313.704 251.328 223.292 132.042 122.51 115.311 113.247 117.128 34.281
threshold=-0.18093617846513835 0.47389194756285857 -0.016089274150215681 0.35993860139644901 1.5634178410948927 8.643213640098848 0.11204897718571033 18.250000000000004 1.4923675011263631 0.53812349881158517 0.31718580519903433 0.092778793463046585 -0.078441152852701354 -0.19470651643524053
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 7 -1 9 -3 -8 13 -13 -6
right_child=1 8 3 -5 11 -7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.080378638834397484 0.018461053692768833 -0.0093268473656346728 0.034778088279542353 0.00286847702908154 0.14963094980686037 -0.018393513592246166 0.011921006395150867 -0.040253493981699674 -0.066088488183336319 -0.048941625118517962 0.09938716521871413 0.085163307739616279 -0.038158413467666151 -0.069287130950767675
leaf_weight=165.20623468747362 3763.3827638570219 2414.382831836585 12360.429345051292 4998.9795233421028 7.1757915732450774 5978.86804518383 980.33373378263786 2154.9722363380715 845.45115197449923 1153.6713154232129 178.11181576084346 86.035850496031344 734.65254824561998 2255.8424582355656
leaf_count=2484 14648 6729 60902 25890 168 42106 10405 26606 3706 5949 1054 525 2811 19838
internal_value=0 0.00853111 0.0148963 0.0255891 -0.0335263 -0.00415678 -0.012671 -0.031664 -0.0305552 -0.0221356 0.025369 -0.0570525 -0.0252301 -0.068593
internal_weight=0 31515.2 27101.7 17359.4 6562.33 9742.25 3478.62 2320.18 4413.51 3568.05 1158.45 3083.71 820.688 2263.02
internal_count=223821 159930 143546 86792 63891 56754 40549 29090 16384 12678 11459 23342 3336 20006
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=76 45 3 119 154 180 71 4 166 34 155 197 66 53
split_gain=2907.23 1193.71 848.475 715.753 498.883 420.95 409.333 356.241 349.768 168.683 116.226 111.761 48.8324 72.7014
threshold=-0.014853577631958452 0.12498057984546719 33.997066484482737 0.095423734713957903 -0.26151542047658022 37.95649263721554 -0.027503363317081527 7.4030076393880337 0.080165739392753274 0.19928620825666044 -0.26525858596855861 -0.020047154223521869 16.890102739257753 0.14104585706426795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 5 7 -3 -6 -4 11 -10 -5 -1 -2 -14
right_child=1 3 4 10 6 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.0142681917176831 -0.077734976968460309 0.055470793545088083 0.049320334036804747 -0.0144342822724483 0.025776474781388271 -0.016966373952160312 -0.016706870356352148 -0.11095302791783926 -0.024206752463136093 0.027026120997800121 -0.060999469059470582 -0.06656565462281451 -0.078392704316522274 0.012124719266845134
leaf_weight=550.74789631692693 6214.5463195415214 1562.2237712191418 6592.3276855573058 703.38955224771053 6375.8540624799207 1649.1107664294541 3520.1444403799251 141.66259302012622 1271.1225541317835 1299.7914181184024 2252.7034716107883 1583.5368044176139 209.29663036437705 154.03505421988666
leaf_count=5797 102888 4160 25599 1926 23901 5688 10963 160 10857 3398 11092 14536 2468 388
internal_value=0 -0.0460182 0.0143446 -0.0144125 0.0249522 0.0182723 0.0106646 0.0459487 -0.0231465 0.00169534 -0.0499195 -0.0530704 -0.0756516 -0.0400177
internal_weight=0 12745.3 21335.2 6167.43 16630 3211.33 9896 6733.99 4705.2 2570.91 2956.09 2134.28 6577.88 363.332
internal_count=223821 128610 95211 22866 60623 9848 34864 25759 34588 14255 13018 20333 105744 2856
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=13 74 197 24 160 63 151 163 159 107 129 167 127 83
split_gain=1231.55 1078.25 713.392 892.37 449.501 375.114 288.397 227.959 189.34 203.187 149.974 63.5201 27.3225 18.6445
threshold=-0.02489570281333062 0.2847631424621726 0.1058518877344755 0.031789125873346029 -0.37349005919553052 0.08442330513379756 0.04066140376520249 -0.3125229610296732 0.10279090086429951 0.074974282891891397 1.0199668922192593 -0.34020549276254131 0.53086945628838544 0.097245052913305166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 7 -4 -3 9 -6 -7 -10 13 -2
right_child=4 5 6 -5 8 10 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.029602895281153258 0.096918083728662438 0.035902114303174686 0.058681235691506142 -0.019266021719607507 -0.051848221027245782 -0.065374305519590142 0.0074284528596208826 -0.021873276408460617 0.043563407566072666 0.042171292825804133 0.012674308108667896 -0.066903237596538601 -0.094653907101033899 0.22148489855256215
leaf_weight=8457.369714429602 183.94839675724506 928.62854155153036 5092.326466335915 6694.2896021818742 583.24949577730149 2280.2630771114491 1399.6409103544429 2581.0602305256762 52.893447430804372 379.36572298640385 275.99721475224942 3277.388214017963 7.0976319909095755 12.855297178030012
leaf_count=36958 938 1845 15790 16726 3641 19270 5470 7534 201 3886 1955 109543 15 49
internal_value=0 0.00945242 0.0198955 0.00801168 -0.0469673 -0.0278092 0.0476314 -0.00658649 -0.0538578 -0.0147952 -0.0569475 -0.0651487 0.0981031 0.105055
internal_weight=0 27709.6 21643.6 15151.7 4496.8 6065.95 6491.97 3509.69 4292.9 962.615 2556.26 3330.28 203.901 196.804
internal_count=223821 105548 74944 53684 118273 30604 21260 9379 117271 7527 21225 109744 1002 987
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=103 118 19 87 86 64 158 169 195 2 158 0 118 169
split_gain=2623.54 1199.18 1018.01 847.394 885.475 455.868 634 441.987 391.771 318.503 239.125 238.866 208.135 117.136
threshold=0.23864610880734272 0.32933484372841132 -0.38666783550499856 0.39646712410805757 0.4071279673594716 -0.0073136886235560397 -0.2215333835786924 2.6134189965103141 0.73526623327640483 -0.19128117293974475 0.11454893520409458 0.67043730396413059 -0.26144918553337398 0.66204574724208298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 -4 11 -7 9 -5 -3 12 -1 -2 -12
right_child=2 7 3 8 -6 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.11150682056141321 -0.089572259307521995 -0.051131193102164331 0.022935523108519762 0.06771009058560705 -0.01170095835797905 -0.075892782463583011 -0.021830244739115545 0.1024370436352839 0.0098290694619666621 0.01045040794731401 -0.099408692225916057 -0.07823417991157891 0.082185087153346104 0.070030524424108856
leaf_weight=67.531854543834925 72.484200000762939 1021.7452599871904 12418.820908783004 3203.4992921724916 18194.37337792106 2884.028229104355 8751.5570825366303 449.70577919855714 1841.6654594130814 4718.2484771860763 118.65270856767893 3787.005774859339 2647.9094614554197 62.182449586689472
leaf_count=346 108 5284 18456 7240 13769 18496 50599 386 3232 18412 162 84610 2664 57
internal_value=0 -0.0302372 0.0132428 0.00860813 0.00234999 -0.0451041 -0.0352303 0.00696821 0.0465814 -0.0005114 0.0702067 -0.0749099 0.0776087 -0.0411449
internal_weight=0 21679.8 38559.6 35658.4 30613.2 15490.1 11635.6 6189.7 5045.16 5739.99 2901.23 3854.54 2720.39 180.835
internal_count=223821 178133 45688 42697 32225 154051 69095 24082 10472 23696 2991 84956 2772 219
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=188 160 181 1 136 19 112 76 31 130 139 118 53 131
split_gain=745.065 1004.38 560.788 671.597 667.341 506.552 383.193 750.636 418.811 382.486 311.772 162.761 130.974 129.22
threshold=0.85306581362544576 0.17758489640181738 0.15966769705682735 -0.06620481535108165 0.00086529572195368106 -0.38666783550499856 0.44355055363541401 3.3144958164920184 -0.0075710930676221189 0.13984882139063126 -0.028863203122373875 0.14108740311933374 0.36749015810773561 0.48476615890151192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 7 -7 -8 13 -11 12 -2 -3
right_child=5 9 3 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0062418089033014048 -0.071221163706775364 -0.061049868164896604 -0.019296673978375912 0.025800135109977342 0.023566772037605006 0.044088485996819395 0.043293974554375461 0.57036952412025277 -0.017742356199947733 -0.075846734537904595 0.019326932074492723 -0.093804028393911137 0.090026300302285367 0.29119315416049257
leaf_weight=12202.13875051029 94.695913545787334 3613.7928021252155 15169.688727778383 4221.2244683085009 19533.091749656014 7033.7369143785909 1997.8391168490052 27.206362525001168 2570.788194226101 457.0024255104363 1394.3810329148546 440.29873254522681 107.62249039113522 10.444762910716234
leaf_count=86121 178 43836 25136 10722 38728 6934 1430 46 2468 4396 3091 622 71 42
internal_value=0 -0.000440641 0.00391878 -0.00947951 0.0121054 0.0267393 0.0315151 0.0461163 0.00894854 -0.0411448 -0.00416609 -0.0596892 0.0145538 -0.0600347
internal_weight=0 56601.8 51126.1 19390.9 31735.2 12272.2 11629.6 7060.94 4568.63 5475.62 1851.38 642.617 202.318 3624.24
internal_count=223821 212072 160707 35858 124849 11749 10878 6980 3898 51365 7487 871 249 43878
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=157 19 12 110 152 127 28 157 115 81 191 68 158 89
split_gain=1047.45 573.981 486.007 386.587 373.203 203.529 166.21 163.16 157.355 117.655 136.281 127.369 19.4417 31.8889
threshold=-0.25149052903702024 0.38568795828663544 2.2447837819449989 -0.27283240350857557 0.069355427741248074 0.53086945628838544 -0.013144870707455592 -0.41854548417762621 0.025268166675776332 1.6344977672277226 -0.017283612556321579 -0.091281710810496547 -0.34705288110628313 -0.038610524330168663
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 -1 -14
right_child=1 5 3 -5 -6 6 -8 9 -10 10 -12 -13 13 -15
leaf_value=-0.071942562370048271 -0.041348479419960379 0.062344372725532948 -0.017991030963455654 0.016544778883605699 0.003792776194909123 0.099415406963626704 -0.086533907424781245 0.016609773179729642 0.023070196293395968 0.20998413666418192 -0.0040091119230379699 -0.042868197709903723 0.46550513713929159 -0.015020883465527428
leaf_weight=1479.6633793972433 3863.8124651438557 2468.8699630517513 4007.5767825515941 16949.50370051153 3481.8882989259437 62.56738106161356 207.4486688207835 418.66683638934046 1738.5242562964559 41.815428506582975 103.2266629668884 2571.1331863566302 1.4457733742892731 30.843911337666214
leaf_count=18311 21465 23930 26903 75717 12752 555 272 9140 6250 213 891 27037 49 336
internal_value=0 0.00744552 0.00218242 0.00994057 -0.0199514 0.0407148 -0.0434462 -0.0432858 0.046116 -0.0302724 0.0576848 -0.0345394 -0.0702674 0.00649471
internal_weight=0 32780.2 28302.8 20957.1 7345.7 4477.41 270.016 4646.8 4207.39 3134.84 145.042 2989.8 1511.95 32.2897
internal_count=223821 167844 136837 102620 34217 31007 827 55977 30180 37281 1104 36177 18696 385
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=67 158 126 155 181 140 192 161 106 111 195 128 115 52
split_gain=2685.53 1360.11 762.341 617.982 373.041 184.489 183.451 193.106 126.767 113.791 89.9349 85.3068 38.4896 29.557
threshold=0.0027328094278361004 -0.20021830974047869 0.9128015644411972 -0.26108574935081769 0.079659931347377574 -0.36735490211503014 16.232059833928293 -0.081389865363564157 0.4570315101033528 0.068153971453518716 0.30939881799266189 -0.37769232704308126 0.0017203738210127318 0.19721619763878698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 11 7 -2 -8 10 -7 13 -13 -1
right_child=1 2 3 -5 -6 9 8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.095697142193516022 -0.070310476373269454 0.036983935040802184 0.028657954048599929 -0.025140651702597935 -0.00023771753473420031 -0.076311944654632591 -0.07269782109229328 0.035180563276300737 0.0044093154997519582 -0.079159553429633642 0.037427312711432431 -0.10328098871215084 0.10749773805435364 0.31688025130355113
leaf_weight=9.5069895004853624 299.17947036633268 10721.494211943354 3100.4537997841835 6858.1428808355704 3595.5244272351265 126.31729636806995 2496.1398752685636 413.16481792833656 233.1288645984605 4894.390082382597 154.61064654495567 18.217385153286159 16.519329678267241 16.575008690357208
leaf_count=46 2055 45900 7681 26624 9993 601 14952 1572 456 112683 961 225 48 24
internal_value=0 0.00451585 0.0128566 -0.00839129 0.0276362 -0.0735722 -0.0543164 -0.00912491 -0.0661115 -0.0756071 -0.0137148 0.0995806 -0.00304344 0.236258
internal_weight=0 27717.2 24275.6 9958.6 14317 5236.14 3441.61 712.344 2729.27 5175.32 280.928 60.8187 34.7367 26.082
internal_count=223821 109233 90198 34305 55893 114588 19035 3627 15408 114245 1562 343 273 70
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=157 82 157 114 67 164 107 82 157 176 114 194 172 160
split_gain=1123.93 958.148 927.23 613.043 540.244 207.165 147.184 121.205 121.35 120.312 105.539 28.2898 40.1249 19.5524
threshold=0.059421356971489675 0.45137680209853076 -0.32298191837213758 4.1562709340172272 -0.11945817097603027 -0.2814827647970452 -0.2259893524170162 -0.15036336830851049 0.19924661991134271 -0.31608905169648921 6.7697129888491991 -0.1303702109505406 1.245258746665139 -0.44221470008579083
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 8 10 -7 -2 12 -9 -13
right_child=7 5 3 -5 -6 9 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.10822759123663815 0.12226192022961944 -0.041841735024001375 0.039058534274709227 -0.0073202337336973275 0.032399733116130751 0.43175673954834776 0.035593169189702505 0.3395042598891122 -0.062411108818143879 -0.05551349689041081 -0.042309287443500133 0.099340545820565132 -0.08174734595729731 -0.075216846041644567
leaf_weight=1105.4119740724564 93.73185022873804 466.75779617764056 3539.8922796067782 14624.937104149023 6262.9819098613225 5.0766212455928317 517.73841550480574 3.9944284972734732 203.91434427769855 2731.8053275411949 66.695674243848771 6.4373998045921317 5.2109642806462944 2013.5086446253117
leaf_count=5937 775 1189 12616 59095 19459 36 1432 64 8973 24369 1368 36 321 88151
internal_value=0 0.00694584 0.0138549 0.00171788 0.0437755 -0.0404587 -0.00111936 -0.064328 -0.0112217 -0.0546097 0.0538436 -0.0738635 0.101043 -0.0746605
internal_weight=0 29254.6 25533.2 18164.8 7368.39 3721.38 984.496 2393.49 364.342 2736.88 160.428 2029.15 9.20539 2019.95
internal_count=223821 124133 97107 71711 25396 27026 2621 99688 11116 24405 2143 88572 385 88187
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=103 12 181 126 144 86 169 152 158 72 196 126 8 77
split_gain=2335.95 1059.4 1237.55 755.86 710.86 658.469 652.738 443.71 454.418 414.469 327.845 209.607 126.255 63.2176
threshold=0.075611558188287561 1.7898554338632502 0.067575336288918389 0.95704030644907256 0.16640424556322961 0.081384851663556287 1.8952941875805489 -0.28287661200895892 -0.066484451472702086 1.0248136159082504 0.024375406811656099 0.91708016134050485 -0.045750261611942171 -0.12716136399273101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 11 4 -2 -4 7 8 -1 -5 -9 -3 -8 -14
right_child=1 2 5 9 -6 -7 12 10 -10 -11 -12 -13 13 -15
leaf_value=-0.057818597283861455 0.0072757467901067505 -0.076336200314059632 0.033124697341138008 0.0020851180016032318 0.046656464401573033 -0.0075329898632706688 -0.10472849275328751 -0.076222415223575576 0.054718799282245593 -0.073726753136976672 -0.039053261287184282 -0.030688938091616741 -0.092492375781789052 0.092785018338963285
leaf_weight=652.63107021711767 7603.6889281142503 2360.618489401415 5416.3288920838386 2600.3822510531172 11540.813422384672 15056.298913151026 38.046925399452448 4212.4961769264191 796.97176114749163 997.86450465768576 5434.38607944455 1752.9450347265229 19.2317029312253 434.14356720820069
leaf_count=7058 7447 13962 9956 2425 16056 17317 78 97860 5006 1094 36683 8377 51 451
internal_value=0 0.00755621 -0.00683316 0.0231119 0.0310155 0.00322359 -0.0425377 -0.0475323 0.00405292 -0.018939 -0.0552839 -0.0568842 0.0702423 0.0849257
internal_weight=0 47328.9 24586.2 22742.7 19144.5 20472.6 11587.9 11096.5 1449.6 3598.25 9646.88 4113.56 491.422 453.375
internal_count=223821 76634 49612 27022 23503 27273 147187 146607 12064 3519 134543 22339 580 502
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=169 185 66 41 96 67 87 119 73 94 196 96 67 85
split_gain=666.541 692.892 678.998 652.141 557.003 633.281 588.476 550.987 536.743 437.832 419.398 403.681 392.097 385.213
threshold=-0.073064136337180327 1.3202148363554167 4.4666144233990348 -0.014660590056673004 0.010817434083723028 -0.11687988788699288 0.025081383848725481 -0.17932829382485233 0.60312934579795296 0.05117395456147051 0.82564184711537558 0.00088521803886417599 0.01543948151850119 0.082483607484434909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 9 -7 -6 13 -1 -10 -4 -9 -3
right_child=1 8 11 -5 7 6 -8 12 10 -11 -12 -13 -14 -15
leaf_value=-0.081442236284792413 -0.022094616637834408 -0.0095727090186689592 -0.061027272672469116 0.011993246597101472 0.074351928842655735 0.029984541774404003 -0.045701737719616865 0.018793405890603326 0.075494162752486688 0.22616759511829546 -0.016642568820936701 -0.016219962332649628 0.1499881007863608 0.08144914578443109
leaf_weight=1137.0982182128355 7656.5050456235185 589.51171562634408 2389.5539592625573 21020.933031787165 2574.1246553249657 4220.2043375885114 1357.8153098290786 9082.2711663586088 617.10939844511449 48.233568098396063 2477.2233706861734 12680.931383600924 233.66458583576605 2200.5302136689425
leaf_count=9940 19438 671 40239 52700 1936 27839 8817 13117 406 83 2711 44337 265 1322
internal_value=0 -0.00180571 -0.00613905 0.00289223 0.0203669 -0.00254498 0.0115608 0.0333997 0.0304109 -0.068925 0.00173246 -0.0233245 0.0220841 0.062217
internal_weight=0 49632.3 43747.9 28677.4 18653.4 6763.35 5578.02 11890.1 5884.37 1185.33 3094.33 15070.5 9315.94 2790.04
internal_count=223821 161824 156714 72138 61997 46679 36656 15318 5110 10023 3117 84576 13382 1993
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=15
num_cat=0
split_feature=157 166 155 190 12 157 46 164 157 74 81 41 188 102
split_gain=901.962 543.674 475.621 386.82 362.896 160.295 134.781 158.519 103.125 124.936 102.58 80.9854 17.4427 30.3111
threshold=-0.25149052903702024 -0.26449888372229463 0.13815495288930693 0.29969755292823758 2.7450522202574401 -0.44576641754345864 -0.105921188188 -0.18197826262736325 0.047423713617336431 -0.22569412274543549 1.6344977672277226 -0.13855504506012675 -0.11383463568187392 0.21277192667139053
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 4 -4 -3 12 7 -7 11 -10 -8 -2 13 -1
right_child=1 2 3 -5 -6 6 10 -9 9 -11 -12 -13 -14 -15
leaf_value=0.23523995270353737 0.13755543488185382 -0.017892191771094464 0.04027839025128771 -0.0087634459062577788 0.010325878090456713 -0.02990173743827329 -0.039281431601354749 0.1520650111913755 -0.060635196461512511 0.15756529907446112 0.044906684349064467 -0.059633750123082356 -0.075266145286274441 -0.071380634157713341
leaf_weight=4.9746493888087562 21.128129380755126 6521.0837546652183 7029.6382691506296 2085.473940519616 15135.548949319869 107.99490871932358 2952.6755554140545 85.994818241335452 53.845434680581093 51.18528407253325 152.19000850571319 1464.5389004461467 1107.8880622987635 9.161595478653906
leaf_count=185 184 24370 49120 5019 74941 3517 36523 540 244 239 1134 13727 13616 462
internal_value=0 0.00694782 0.00989472 0.029058 0.00182906 -0.0412075 -0.0301024 0.0507633 -0.0500595 0.0457018 -0.0351548 -0.0568295 -0.0738577 0.0365214
internal_weight=0 32362.4 30771.7 9115.11 21656.6 4420.88 3298.86 193.99 1590.7 105.031 3104.87 1485.67 1122.02 14.1362
internal_count=223821 167844 153450 54139 99311 55977 41714 4057 14394 483 37657 13911 14263 647
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=34 44 194 119 167 116 95 190 116 187 168 113 148 178
split_gain=2299.29 750.431 744.438 737.788 463.927 399.107 349.878 334.179 236.113 178.056 101.644 96.6548 90.8688 84.4172
threshold=0.035855010055462336 0.2458024085728992 0.043337705625759816 -0.024204816913026415 -0.08804876888942248 0.25101654965676862 -0.0093369350130249641 0.89836423408002175 0.66791074850768806 0.037254121960803417 13.731276430715861 -0.18515676576678738 0.46585557966381164 0.18306157366787862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 5 10 6 -2 -6 -3 -7 -5 12 -1 -13
right_child=3 2 -4 4 7 9 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.031968459559167335 0.031285047226348096 0.06733988956454505 -0.061878688758637612 -0.072877610763398853 0.0042017157886856584 0.06196271173435991 -0.019663073471045216 -0.059148367142275927 0.33735975087065079 0.025072880046470493 -0.024724415724170248 -0.077906230940289686 0.15030441479437892 -0.044815441368817537
leaf_weight=196.14134804625064 2926.5024849935435 705.49293838208541 745.43499258346856 1151.6611087825149 10678.488389026374 3081.8165191141888 2498.8431570646353 903.11623729998246 33.941831968724728 2273.733279183507 707.76102875126526 5092.7098445007578 31.78277225419879 908.45531862229109
leaf_count=2357 10743 2080 5659 6557 35704 18593 8749 2421 89 4886 2043 117073 190 6677
internal_value=0 -0.0552412 0.00864176 0.00744815 -0.00818235 0.0269354 0.00781901 -0.000738229 0.0797344 0.0463009 -0.0545488 -0.0704694 -0.0065515 -0.072897
internal_weight=0 7713.96 1484.87 24221.9 13441 10780.9 5425.35 11581.6 739.435 5355.55 1859.42 6229.09 227.924 6001.17
internal_count=223821 134125 7828 89696 46725 42971 19492 38125 2169 23479 8600 126297 2547 123750
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=73 190 68 121 13 14 154 21 186 84 159 128 94 139
split_gain=988.309 1003.02 895.976 508.754 502.368 473.002 404.977 286.142 243.66 183.294 175.692 223.467 161.563 132.781
threshold=0.078001642169684623 0.010695273379572766 -0.10622519428534984 -0.11675892606688823 -0.33659344374802097 0.064299468238625271 -0.16076040110645876 0.075685097667134646 50.250000000000007 0.077244369515616348 0.053765215885985464 -0.13202290847754974 0.05117395456147051 0.081404127548531963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 -4 6 -3 9 -9 -2 11 -5 -1 -12
right_child=3 5 4 10 -6 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.068875095619441398 0.021633310992720832 -0.0021634883939322161 0.037600035094518432 -0.097810362749035179 -0.028125755141954881 -0.052289822908785935 0.056199591685819228 -0.024498537386069306 0.10187414980333079 0.1191437950119624 -0.063854027068471028 0.062450627617729876 -0.10514356903081282 -0.033193088850081133
leaf_weight=1562.067184207961 1824.1873919013888 1439.5076337070204 1375.3086258508265 117.09693167172372 7530.4455979531631 519.96746784355491 6829.888241247274 2655.8765047281049 161.8720460687764 215.5515440357849 2072.6658323600423 338.6014734976925 55.238682855386287 4433.9373071258888
leaf_count=10241 5496 4142 5305 264 77942 16618 28450 7075 578 764 38464 1301 63 27118
internal_value=0 0.0152868 -0.005541 -0.0214269 -0.0179758 0.0402229 0.0460399 0.0034113 -0.0172388 0.0319378 -0.0387561 0.0212697 0.0629315 -0.0429601
internal_weight=0 19312.4 10523.1 11819.8 8905.75 8789.36 8269.4 4857.49 2817.75 2039.74 6962.3 455.698 1617.31 6506.6
internal_count=223821 142761 93551 81060 83247 49210 32592 13913 7653 6260 67147 1565 10304 65582
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=61 112 86 95 181 160 195 100 41 8 13 177 193 39
split_gain=1973.67 962.622 757.158 1062.21 730.96 592.024 573.836 517.963 469.707 458.756 396.261 360.196 138.182 142.201
threshold=0.033347571379300923 0.17808561111850893 0.59023845963620325 0.35780240452247003 0.10736315271588751 -0.034511980586634801 0.22162928980237653 1.2447137809437119 -0.057444543532625042 -0.032332037055216735 -0.049734717621410678 1.1833122384992092 0.26327844348873547 0.045045837836052711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 8 -4 11 6 10 -8 -3 -6 -1 -2 -7 -14
right_child=1 2 3 -5 9 12 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.077144426648633802 -0.059850525089651246 -0.021960377066652742 -0.048628325429019431 0.014730274146000708 -0.061183200598099098 -0.083480615244393874 -0.03893664200041215 0.108740624552226 0.036536686014413032 0.005180183570617094 0.10503778383915244 0.077963679140671815 0.030320863633492186 -0.069375020488732939
leaf_weight=154.89455236122012 3535.7335090329871 1509.3002752037719 3426.7946783648804 11613.993187312037 1158.773089312017 2910.8959630867466 6390.8463274403475 246.67122334614396 15160.605343705975 10306.467520856299 520.86814632173628 200.39834788627923 232.93336829636246 370.84862846881151
leaf_count=2496 30448 3391 2336 12981 4284 65509 62966 162 18939 15330 1587 947 1462 983
internal_value=0 0.0066446 0.0165626 0.000295065 -0.0140448 -0.0407207 -0.0245107 -0.0334485 0.0312403 -0.00152705 0.063279 -0.0524585 -0.0744501 -0.0309133
internal_weight=0 46912.1 31710.7 15040.8 15201.4 10828 7313.28 6637.52 16669.9 11465.2 675.763 3736.13 3514.68 603.782
internal_count=223821 88656 37647 15317 51009 135165 67211 63128 22330 19614 4083 31395 67954 2445
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=191 118 159 161 151 183 124 67 163 179 154 17 86 130
split_gain=597.84 739.154 585.872 578.188 534.097 341.246 279.646 302.36 240.303 201.363 281.353 197.526 187.4 183.016
threshold=1.0146854818027098 0.79866573673483077 0.19775149391357363 -0.319485369637792 -0.19127401358011084 1.123113806994491 1.005545252062628 0.037208965973846909 -0.29440359009870637 -0.37025426405566403 -0.29602863312249122 -0.083024166002502189 1.0204606904507512 0.091364894483726103
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 -7 13 10 -3 -11 -10 -2
right_child=5 9 3 -5 -6 6 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0079381943831322976 0.097592693889123311 0.66611316754989469 0.038877109600098846 -0.014911711135069866 0.019639278642717327 0.058887727509787186 -0.10047255676062905 -0.0023281570654670224 0.041796074542483699 -0.022097423848003728 0.043995577885481835 -0.073971717596087297 0.089196672918344697 -0.047854535942354677
leaf_weight=10011.144422204699 110.41729444265366 7.9205348491668692 2220.4335970133543 19986.184282554779 23526.959695525002 1111.8843750730157 223.34605513140559 2941.1532962061465 2661.2555407732725 1285.0038917865604 88.445924073457718 1711.9986060019583 1214.8007788136601 399.60287018120289
leaf_count=26893 58 3 3954 123672 54605 679 326 3655 1681 2926 132 4325 574 338
internal_value=0 0.000425071 0.00306537 -0.00953338 0.0114074 0.0285633 0.00846246 0.0144654 0.0481613 -0.0471549 0.0951286 -0.0517299 0.056652 -0.0163658
internal_weight=0 58838.1 55744.7 22206.6 33538.1 8662.46 4276.38 4053.04 4386.08 3093.37 96.3665 2997 3876.06 510.02
internal_count=223821 216510 209124 127626 81498 7311 4660 4334 2651 7386 135 7251 2255 396
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=166 158 19 57 187 191 111 195 146 130 189 53 151 46
split_gain=762.508 547.587 470.201 333.344 306.047 104.129 92.4517 95.8431 83.6583 95.7596 66.0798 232.262 72.3974 49.5288
threshold=-0.26449888372229463 -0.35109068328104948 -0.016089274150215681 3.492902553688197 0.1119445673205479 -0.10674432401382411 0.044818783354376147 0.41632697467955765 -0.23352382853399226 -0.18765916091126852 28.500000000000004 1.3678771313305491 0.30227497088560956 -0.083893270833414677
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 6 -1 -8 9 -2 11 -7 -12 -10
right_child=1 2 4 -5 -6 10 7 -9 13 -11 12 -13 -14 -15
leaf_value=0.49310914013185692 0.41444743023285097 0.050220155553044925 0.026855248221240365 -0.012628275696479441 0.0011893842915466849 -0.0086648440168084328 -0.041233925976821961 0.069007981572548394 -0.0033998604977448577 0.013993507558859621 -0.065539051105988635 1.2928306010413626 0.032408941663148727 -0.061116215610319338
leaf_weight=3.768919739406555 6.391630698926746 915.89034188026562 12819.547718194313 10740.523685487453 7286.7908230591565 175.48903483524919 238.49809017637745 117.82049494376406 165.68209649249911 90.827709299046546 2111.8562482842244 1.3819712568074454 78.259066442959011 1449.0880862418562
leaf_count=51 65 4291 74346 64160 22322 2556 5225 2588 638 970 36031 49 564 9965
internal_value=0 0.00532027 0.00828961 -0.00769003 0.0175536 -0.0496693 0.000429981 -0.00478128 -0.0497702 0.0403211 -0.0572909 0.00150431 -0.0620391 -0.0551943
internal_weight=0 33474.7 31762.8 11656.4 20106.3 2727.07 360.088 356.319 1711.99 97.2193 2366.99 176.871 2190.12 1614.77
internal_count=223821 176757 165119 68451 96668 47064 7864 7813 11638 1035 39200 2605 36595 10603
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=67 118 115 157 195 126 181 13 44 113 113 168 178 123
split_gain=2191.2 1177.96 552.247 528.52 524.606 455.089 209.632 180.85 132.542 125.99 117.987 65.1224 57.4781 0.130129
threshold=0.0027328094278361004 0.031415806271777376 0.46535502207589202 -0.24415972416436807 0.3009871292058513 0.91864723525045633 0.83235204066540835 0.5263985670830823 0.28570040852606432 -0.20753780471899855 -0.29260141216334451 15.794385912653295 0.025057553708354694 269.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 10 -5 -2 -4 8 11 12 -3 -1 -9 -11
right_child=1 3 6 4 -6 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.079900387497299705 0.025428320251633475 0.021158956740995046 0.064432045137052071 -0.045929693705987922 0.0035535821456269042 -0.020084091099619956 -0.048546135925411849 0.045636864121315707 0.67160825202572416 -0.09555800029850961 -0.075334699609506367 -0.032526294184440079 0.20500821644688558 -0.082436440078103593
leaf_weight=4017.9727113102563 7533.5769860567525 136.81935527548194 3194.2598607274704 2977.9576052296907 7636.5633526868187 3101.5433614850044 173.13830299396068 89.255603471770883 2.3696561371907583 8.6517239315435273 1716.1719603003003 312.75348829850554 30.316223834641278 59.781867244746536
leaf_count=106108 29008 299 17878 9859 28175 12308 371 510 14 127 11335 3500 64 4265
internal_value=0 0.00342463 0.0233302 -0.0189318 -0.0103292 0.0121554 0.0586232 -0.071904 -0.07607 0.0241135 -0.0682099 -0.0764792 0.0860439 -0.0840953
internal_weight=0 26470 14002.5 12467.5 10614.5 10635.1 3367.4 4521.1 4333.1 188.005 1852.99 4330.73 119.572 68.4336
internal_count=223821 109233 59565 49668 38034 41316 18249 114588 109622 4966 11634 109608 574 4392
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=157 73 190 44 157 21 177 73 157 146 50 116 27 158
split_gain=934.572 917.81 852.665 678.731 492.987 434.738 341.359 146.479 108.185 93.0712 70.6862 15.7754 43.7775 13.1213
threshold=0.059421356971489675 0.078001642169684623 -0.0016859235791158529 -0.13722943632657572 -0.17355891806183951 0.072943067774128331 0.90062081207256617 -0.23457037107720871 0.27097793259474362 -0.45023375333510585 -0.18649319894431893 -0.34245855079880089 -0.064125710323736998 0.067835557083565007
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 8 10 -6 -2 12 -9 -10
right_child=7 4 6 -5 9 -7 -8 11 13 -11 -12 -13 -14 -15
leaf_value=0.063503003089833851 0.34072663047761592 0.022910467502142751 0.039622313315081786 -0.013833771254868486 0.3318146588217577 -0.02358964488694737 0.19324196198371635 -0.11820720456923375 0.15931659253593278 -0.055926878421648396 0.043788468911607037 -0.072699923367688823 0.17877657529583535 -0.083448677110764924
leaf_weight=1341.432779607363 8.4697235161438567 3364.0901682064869 8678.046084208414 7367.6502540628426 6.2055759020149699 4997.1607363219373 147.101957868319 10.940555120352657 2.2839569076895705 2559.7630909122527 149.92520976415835 1879.0647433565464 9.0852102180942875 88.338843084871769
leaf_count=7395 53 8063 32723 27101 33 24814 930 143 40 23074 1860 92953 145 4494
internal_value=0 0.00610033 0.0202765 -0.00192183 -0.0166473 -0.00488065 0.0421829 -0.0623032 0.00981042 -0.0549892 0.0596664 -0.071759 0.0165272 -0.0773303
internal_weight=0 28461.5 17534.2 8709.08 10927.2 8361.25 8825.15 2148.11 249.018 2565.97 158.395 1899.09 20.0258 90.6228
internal_count=223821 124133 68149 34496 55984 32877 33653 99688 6447 23107 1913 93241 288 4534
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=103 118 12 181 72 151 195 118 154 151 57 77 46 140
split_gain=1793.71 987.752 1071.81 815.023 671.998 654.466 654.508 467.679 355.417 456.169 273.991 256.399 195.762 167.267
threshold=0.053719772493696964 0.76053982825910793 1.7285704009875185 0.070522509441654307 1.2166116411983781 -0.3037255127326372 0.22162928980237653 0.38100207700321181 -0.25708537122301961 -0.55618245511023534 81.451302572271217 0.060664967796892288 7.1641459509133254 0.088182810199643871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 13 -7 9 -3 -8 -10 -9 -1
right_child=1 8 3 -5 -6 7 10 12 11 -11 -12 -13 -14 -15
leaf_value=0.17231474313243861 0.022368227390031151 -0.20423054993702316 -0.05464332554355035 -0.0053443778829006779 -0.064885312160442118 -0.064080780987808714 -0.036203966307354028 -0.019628142006781289 0.097162903382419466 0.012744773154103651 0.17251745359243653 0.042548342502381112 0.083196094071249116 -0.066429323488550629
leaf_weight=296.72562939673662 17735.827806252055 108.66082923486829 4116.8413473521359 18085.214968890417 928.9070726968348 6467.8420032956637 741.34472598135471 1852.4502915879712 1097.7823430029675 894.91555056534708 68.723232268355787 3962.0353979198262 205.71820758655667 32.566460639238358
leaf_count=694 22838 40 26116 26900 1143 117515 8794 12303 1278 805 241 4566 179 409
internal_value=0 0.00595118 0.000362996 -0.0144857 0.0180258 -0.0413566 0.0298265 -0.050869 0.0436151 -0.0107479 -0.0184968 0.0543976 -0.00935065 0.148703
internal_weight=0 46930.2 40866.8 22202.1 18664.7 9665.37 1139.36 8526.01 6063.39 1003.58 810.068 5059.82 2058.17 329.292
internal_count=223821 83686 76997 53016 23981 140135 10138 129997 6689 845 9035 5844 12482 1103
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=140 152 103 131 80 89 97 156 139 143 115 138 61 14
split_gain=556.411 608.672 615.224 684.759 635.428 553.545 513.07 590.725 482.429 279.045 282.134 252.452 3.84266 1.94627
threshold=0.3663551881655745 -0.41584321606334301 0.32780415925352685 0.31855713864734114 0.77474312237161069 -0.067575573499738764 0.49053330342839491 0.61504465210716219 0.96369282459756012 0.093716909597548623 -0.036093085926651863 0.15592492512986225 0.028255807103604241 -0.33641858694884391
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 10 -1 -11 -2 -14
right_child=5 2 4 -5 -6 6 7 -9 -10 11 -12 -13 13 -15
leaf_value=0.044013357044555911 -0.094481562431966662 -0.0063656585722989267 -0.035631729128852679 0.030930071368131307 0.033779654597185217 0.024779201454651623 -0.055421987512234774 0.011130576958013618 0.12165476053924991 -0.0067553857622421193 -0.064574476028062197 0.099556887252501503 -0.10245202401955229 -0.12242102719697208
leaf_weight=725.73253265582025 138.54912190884352 22736.921785515733 9520.3191157625988 6283.3096646894701 1530.9674793668091 15669.043675690889 1695.1239777849987 6255.0489559760317 531.48610794730484 284.61842609103769 356.9626500280574 1037.8413441758603 73.277699418365955 146.16137778945267
leaf_count=1541 1487 146633 17637 16140 2062 22612 4428 7279 301 1042 1017 766 301 575
internal_value=0 -0.00300422 -0.00593694 0.00170942 -0.026016 0.0159171 0.0177469 -0.00305966 0.0279574 0.0458568 0.00821214 0.0766765 -0.10752 -0.115753
internal_weight=0 42476.7 40071.5 29020.2 11051.3 24508.7 24150.7 7950.17 16200.5 2405.15 1082.7 1322.46 357.988 219.439
internal_count=223821 186838 182472 162773 19699 36983 34620 11707 22913 4366 2558 1808 2363 876
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=156 168 13 152 167 14 56 182 71 178 127 152 173 14
split_gain=741.459 396.852 385.547 298.462 286.263 337.53 239.593 195.199 183.052 163.635 96.1911 72.1658 65.6103 56.5089
threshold=1.46316369512775 17.127815162363802 0.041317309953734969 0.0056026378680591156 -0.18093617846513835 0.48486935854106111 -0.0040913421474394239 -0.13325177401059482 0.15012839716573051 0.52118916450500363 0.060439164584017997 -0.1455304810361317 0.33407268095651582 0.05552283363849065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 6 -6 -2 -5 10 -10 -4 -3 -13 -1
right_child=1 11 8 7 5 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.062328526918749086 0.0084050404830722427 -0.051247666884467649 0.034603048234339268 0.21644871355647202 0.022939558863393408 -0.0080420199726892513 -0.043600544828934322 -0.017635804285910949 0.11555692224254036 -0.051757389602158699 -0.036451943716814782 -0.0062873797969813117 -0.042101471303973834 0.0080257287932190644
leaf_weight=3000.2120834395755 2085.0239587065298 773.25621380936354 362.2183810453862 36.091233528219163 17349.053606375586 4410.3916739197448 1540.325390546117 2746.1427793449257 298.68746686447412 72.676209947094321 401.93487223982811 1821.4870788524859 711.26352537376806 118.68192832823843
leaf_count=37242 19004 5578 1593 380 88257 24166 12210 16376 1040 275 865 8880 7456 499
internal_value=0 0.00808105 -0.0281424 -0.0384104 0.0123254 0.0166599 -0.0136909 -0.0145993 0.0252188 0.0828134 -0.00277097 -0.0245085 -0.0163449 -0.0596514
internal_weight=0 28690.8 7036.64 5901.13 25384.8 21759.4 3625.35 2782.23 1135.52 371.364 764.153 3306.01 2532.75 3118.89
internal_count=223821 165551 58270 54497 143637 112423 31214 16756 3773 1315 2458 21914 16336 37741
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=166 112 174 192 14 157 118 30 194 3 108 115 189 77
split_gain=2004.35 824.52 647.898 539.16 446.063 295.8 240.585 195.481 141.11 132.94 130.125 65.6169 87.8868 58.4571
threshold=-0.069302737515932633 -0.19991606550904317 0.026593460894014969 16.96062285595902 0.10065196829516017 -0.52126309662690307 0.038598111022154664 34.218348397466976 0.22550363910268476 257.12810212549823 1.2583022045868122 0.51176576477943758 31.500000000000004 -0.42858395150833967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 9 -4 11 -2 -7 10 -9 -3 -6 13 -13 -1
right_child=1 2 3 -5 7 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.21172442115673895 0.25952148327654417 -0.071558276869495493 0.022811485109554511 -0.019312930083980828 -0.3340920767131072 0.038914567138698071 0.0069773975602546853 0.047186677402276389 -0.086648335799240514 0.011322494249804888 -0.045627608373530415 0.077460711942207078 -0.054359871807881821 -0.07554571195780177
leaf_weight=31.75191567838192 54.649704024195671 1793.5624210513197 5279.65969327325 7157.6560737849213 16.272030281834304 5936.7864088844508 3913.6223628278822 603.65599468909204 90.604691259562969 216.93793403869495 401.20450233761221 60.763025926426053 301.72513473266736 4360.5970974108204
leaf_count=10 84 44926 19101 29939 118 28786 13186 2084 141 846 3882 243 934 79541
internal_value=0 0.00529017 -0.0099452 -0.00143105 -0.0598221 0.0275129 0.0262258 -0.00279615 0.0297205 -0.0626152 -0.0568711 -0.0731554 -0.0322631 -0.0765301
internal_weight=0 24352.9 14447.8 12437.3 5866.57 9905.06 9850.41 1111.74 694.261 2010.5 417.477 4754.84 362.488 4392.35
internal_count=223821 136868 94812 49040 86953 42056 41972 6225 2225 45772 4000 80728 1177 79551
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=13 136 90 193 130 157 157 10 165 74 155 112 20 110
split_gain=833.1 670.689 704.546 527.42 526.429 823.882 592.828 389.946 143.607 148.729 128.516 110.777 107.597 62.1709
threshold=-0.03336503959441136 0.024454531030178698 -0.061821590738003147 0.041889779714643062 -0.22904828653668491 -0.38295982563178599 -0.2691886585001389 -0.26460567482338254 0.048249969943706124 -0.52284933331339944 0.072820376324320868 -0.050193537333117585 0.041623028718297671 -0.01071010318321892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 5 -1 -6 10 11 -10 -2 -9 -3 -12
right_child=7 2 3 -5 6 -7 -8 8 9 -11 13 -13 -14 -15
leaf_value=0.14000293653858079 0.089194009562525697 0.14486167738855812 -0.03737410202706723 0.0040407797083113449 0.054522792181430316 -0.099387927589780198 0.0094014848693285084 0.14659611974709216 0.10619479145405904 -0.056939257121284496 0.04195672128131353 -0.048522631667975671 0.010862903053840791 -0.096308589046045889
leaf_weight=180.93648858368397 284.02159772068262 338.3605006672442 4983.7890845010988 8028.6596383897122 5347.83800541237 699.76555987121537 6392.4132809173316 64.105859122239053 56.783103924244642 3539.2868540303316 61.872808724176139 53.281222434714437 72.819789282977581 68.552286890801042
leaf_count=784 1442 1333 15330 37089 24267 1294 23267 409 693 116665 403 305 416 124
internal_value=0 0.0078114 -0.00774873 -0.0118212 0.0243611 -0.0502061 0.0299548 -0.0405424 -0.0508103 -0.0543633 0.0514586 0.058033 0.121131 -0.0307164
internal_weight=0 26044.6 13423.6 13012.4 12621 880.702 11740.3 4127.9 3713.46 3596.07 414.447 117.387 411.18 130.425
internal_count=223821 103780 54168 52419 49612 2078 47534 120041 118072 117358 1969 714 1749 527
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=26 112 151 166 184 157 97 47 130 178 151 102 178 188
split_gain=1631.07 887.642 705.89 843.843 673.762 579.327 1475.41 696.152 211.139 432.272 460.067 128.699 49.7286 46.8894
threshold=-0.012742160838384876 0.17808561111850893 -0.11004709206000286 -0.31084087868814486 0.67603544458544407 -0.071748039824284765 0.21925705199877879 0.41363347686656227 0.18450735767861107 -0.057163636207786965 -0.099613933672581242 1.1481745589215133 -0.12825315631983178 1.8642417288755924
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 12 -11 13 -10 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.08092635533481031 -0.088436403656859022 -0.031588679962267684 -0.049563114862445953 0.017180818148061768 0.012542600387739605 0.058399494584307168 0.020458721104616509 -0.036602911954048002 -0.094932482955521494 0.081984687468768136 -0.062612024528317572 0.070883581709091301 -0.04324674437764979 0.16321007260331283
leaf_weight=2659.1095685968176 843.54020951455459 7379.7880479767919 6971.6860771561041 7328.7809376409277 2330.7982193510979 4561.1626266706735 20789.724470099434 928.30144699662924 673.56570013659075 488.526172619313 400.38041686266661 57.596544789150357 257.24454936385155 7.8903433326631776
leaf_count=75612 8339 15802 49991 20286 2546 8655 22785 880 7709 2211 5122 73 3789 21
internal_value=0 0.00312152 -0.0151641 0.0062791 -0.0340021 0.0126149 0.00682346 0.042334 -0.0593944 -0.033019 0.0168556 -0.0770102 -0.0806483 -0.0802041
internal_weight=0 51133.8 17474.8 8172.32 9302.48 33659 28169.5 5489.46 4544.31 1819.72 888.907 2724.6 930.81 2667
internal_count=223821 129284 81162 28625 52537 48122 38587 9535 94537 18831 7333 75706 11498 75633
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=15
num_cat=0
split_feature=127 140 109 152 151 95 90 76 39 151 53 146 155 152
split_gain=583.554 527.756 548.298 529.977 512.912 417.632 773.237 534.327 286.188 393.316 218.004 228.12 191.605 130.807
threshold=0.72097717942401085 0.44290175702785889 0.55645236995869152 -0.32739884012449977 -0.16419726534887841 0.65640872293635444 1.3270888681175197 1.1698677047535997 0.77917124737730192 -0.10224357571924629 -0.022928218086141827 -0.028730183607977505 -0.21377570933944662 0.26606153908994395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 10 -10 11 -2 -12 -11
right_child=8 5 4 -5 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.032483675074805339 0.023786754772703405 0.01755997827319071 -0.072956926252800799 -0.0041526208251753656 -0.0069571913500353745 -0.045113648590581867 0.035569275364994976 0.076732952110565772 -0.005583182801806752 0.14640562065007479 0.048562903687758507 0.11362293044191572 -0.036775369364682425 0.29365651699320788
leaf_weight=4430.3847803124227 626.44349665939808 11550.56078818813 2101.0753834815696 36303.108722789213 2678.7017190307379 2655.0574420280755 2149.4204768547788 1758.3258050605655 167.95117314904928 241.43887276947498 476.12143521569669 515.05778055265546 588.04387732036412 80.422043144702911
leaf_count=11344 593 17604 2998 176017 4208 5135 3016 864 154 84 409 296 1065 34
internal_value=0 0.00181781 -0.00392769 -0.000167868 -0.0359691 0.0162545 -0.00901784 0.0253777 0.049322 0.118467 0.0339669 0.0643218 0.00140609 0.183199
internal_weight=0 63626.6 45513.3 40733.5 4779.78 18113.4 4804.48 13308.9 2695.48 489.812 2205.67 1141.5 1064.17 321.861
internal_count=223821 221186 194567 187361 7206 26619 8151 18468 2635 272 2363 889 1474 118
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=156 160 194 128 81 154 181 57 121 75 29 121 105 192
split_gain=635.8 514.155 381.444 312.208 233.298 194.17 192.304 185.829 159.032 144.421 138.848 136.962 114.321 107.205
threshold=2.6009057861623277 -0.14458834421331193 0.043337705625759816 -0.28724136736481182 1.3860296544790558 0.22870988897030423 0.62917468324154779 5.0141602649628245 -0.068508540303793136 0.0014148327954980843 -0.16294179480064058 0.20206155272700657 2.2896806794681086 16.101424985193031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 -3 10 7 -5 -4 -2 -1 -11 -7 -8
right_child=3 2 8 6 -6 12 13 -9 -10 11 -12 -13 -14 -15
leaf_value=0.12058020366965766 -0.027835682513392346 0.012925318100681624 0.022443634903314455 0.043893684439062094 0.098630753949043026 -0.055061258041994 0.054858875984039747 0.016456091344696104 -0.0243432323819055 0.059180152401688037 -0.052142293027777134 -0.015974354596378804 0.028999725245429687 -0.030060784995370293
leaf_weight=47.096844169544056 2366.7569938446395 4576.4008149751462 836.29889781959355 3148.4180995067582 341.29691780405119 228.72652279841714 172.31053722463548 11429.307799459435 5533.5692658880726 440.57131401821971 3947.8487394619733 539.33865389227867 552.7774571434129 1083.1678013247438
leaf_count=876 20896 24062 2914 20119 1565 1166 469 60785 24469 3387 52548 2479 6036 2050
internal_value=0 -0.0136862 -0.00204841 0.013282 0.0188734 -0.0411884 0.0191477 0.0223819 -0.0182006 -0.014469 -0.050106 0.0178154 0.00439719 -0.0184058
internal_weight=0 16064 11287.6 19179.9 4917.7 4776.45 15833.2 14577.7 6369.87 3346.67 3994.95 979.91 781.504 1255.48
internal_count=223821 113636 53010 110185 25627 60626 83423 80904 27383 26762 53424 5866 7202 2519
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=15
num_cat=0
split_feature=67 158 154 180 8 180 139 184 125 168 82 127 44 8
split_gain=1795.05 908.411 595.179 522.97 277.573 168.184 159.901 157.854 136.859 115.54 126.332 78.5344 55.441 27.7548
threshold=0.0027328094278361004 -0.20021830974047869 -0.26151542047658022 36.086345381526108 5.8327138037754986 35.963186077643918 -0.36861842823498875 -0.026053152550020751 -0.18928324044906114 14.998491371756588 -0.12272973410638571 -0.3565194999265085 0.22420505508849251 -0.051759567767316293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 7 11 -2 -7 12 -11 -1 -8 -13
right_child=1 2 3 -5 -6 8 9 -9 -10 10 -12 13 -14 -15
leaf_value=0.17397013140528864 0.065578112320249946 0.037344876675004753 0.02296494738612484 -0.014811863824805028 -0.10210150892265524 -0.0079822954958832012 -0.07867712381271208 -0.038010424986282293 -0.074566665192798393 0.069725887414721507 -0.057693444851883151 0.11731416049105325 0.35864869523931603 -0.10044244727923611
leaf_weight=39.190588611643761 208.73886339692399 6562.3923663301393 5727.3999035982415 10174.780824105255 145.91970652155578 370.647131819278 3493.9475106541067 498.22444435581565 1846.8507930934429 110.90788845857605 260.7505553716328 8.018580889329316 2.9012225130572906 21.67516908608377
leaf_count=124 789 27652 21471 40910 165 536 109919 3211 14499 482 3604 22 21 416
internal_value=0 0.00254843 0.00933173 -0.001206 0.0343116 -0.0498968 -0.069991 -0.00742474 -0.0634373 -0.0726801 -0.0196698 0.0810283 -0.0783143 -0.0416389
internal_weight=0 25535 22610.5 15902.2 6708.31 2924.46 3937.39 706.963 2217.5 3868.51 371.658 68.8843 3496.85 29.6937
internal_count=223821 109233 90198 62381 27817 19035 114588 4000 15035 114026 4086 562 109940 438
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=157 74 157 119 132 87 145 74 157 143 195 82 165 52
split_gain=768.972 675.972 661.953 493.507 436.385 197.318 136.739 133.899 98.5581 53.3231 44.2887 19.9578 41.5094 13.862
threshold=0.059421356971489675 0.46530598890182634 -0.32298191837213758 -0.18790425145450593 0.074074137435584872 0.074638076348607599 -0.27732240772544137 -0.21595143282372273 0.22488822277512069 0.090159656760050638 1.2057396998500589 -0.18273784650641914 0.080552432608500091 -0.10899459600126475
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 8 9 -2 -7 12 -9 -10
right_child=7 5 4 -5 -6 10 -8 11 13 -11 -12 -13 -14 -15
leaf_value=-0.022092432750120988 0.088628370295286502 0.027812804118344164 0.024774767907459701 0.048404167317767123 -0.0098662999425760088 -0.0716336655197998 -0.032025180971493518 0.19701656119224142 0.23320994931422986 -0.057209173231053227 -0.025376916537208135 -0.073119022204316306 -0.04597523834371342 -0.067116964510012922
leaf_weight=1190.6889125797898 120.63428705465049 531.97886153496802 5202.8736325209029 5981.5102752344683 12079.333352236543 1235.6882923345547 1353.5994233558886 7.9066963996738187 1.5572657852899272 31.648823481518775 248.6347793340683 1576.9592914732639 63.411972015164793 117.32092300895602
leaf_count=3504 1040 1063 22053 22958 50360 14871 6143 72 113 645 3181 89164 3218 5436
internal_value=0 0.00537539 0.0111614 0.0367007 0.000562524 -0.0366123 -0.0151431 -0.0600662 0.00505221 0.0583191 -0.0638853 -0.0707789 -0.0190361 -0.0631828
internal_weight=0 27824.3 24454.4 7172.2 17282.2 3369.9 1885.58 1919.44 271.161 152.283 1484.32 1648.28 71.3187 118.878
internal_count=223821 124133 98875 26462 72413 25258 7206 99688 7234 1685 18052 92454 3290 5549
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=15
num_cat=0
split_feature=64 184 19 67 99 110 0 158 180 193 83 51 53 95
split_gain=1435.45 782.848 645.464 755.328 610.911 431.956 291.595 277.154 171.986 137.266 259.805 130.003 53.5908 43.8977
threshold=-0.0092450793545750844 -0.023244407881258328 -0.36764056701986875 -0.13785081707509816 0.57498589654917598 0.023331301329006883 0.87014065352892989 -0.070438450472542366 38.454484605087025 0.95117711803148153 -0.15833440269323354 9.0517203322537743 -0.068154074767215106 0.48309509974664033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 -4 7 -3 8 -2 -1 13 -11 -6 -10 -8
right_child=1 2 3 -5 11 -7 9 -9 12 10 -12 -13 -14 -15
leaf_value=-0.070204601708807698 -0.070878454369454641 -0.025873155339936883 -0.072975663398476165 0.0049716704070860516 0.085268568543319323 0.064346881973457781 -0.077879517225380807 -0.016464010725208145 0.25798659183174577 0.4112635669725867 -0.026083428921271329 -0.0043579090476978779 0.092414604612524501 0.37953896328334685
leaf_weight=46.185847020242363 2604.7407395234331 653.2506877342239 1281.1700516818091 41922.407103621867 421.11739958077669 2828.3322745170444 2932.3711200566031 1461.0891888956539 38.149926088750362 15.746161106973885 98.871837618760765 262.85413129255176 40.092828736640513 2.0995453838258973
leaf_count=678 12780 2621 2928 88915 752 3044 89058 22180 25 38 348 391 58 5
internal_value=0 0.00206299 0.00599811 0.0026602 -0.0366148 0.0474189 -0.0672355 -0.0513242 0.0828176 -0.0733589 0.0339991 0.0508246 0.173145 -0.0775522
internal_weight=0 51435 46685.2 43203.6 4749.8 3481.58 3173.52 4065.83 124.429 3049.09 114.618 683.972 78.2428 2934.47
internal_count=223821 133611 97508 91843 36103 5665 90210 34960 761 89449 386 1143 83 89063
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=15
num_cat=0
split_feature=188 178 16 159 118 2 163 49 19 56 177 44 5 77
split_gain=524.743 667.395 505.437 502.536 458.565 434.454 385.18 320.914 294.271 351.271 294.056 211.924 155.635 22.1729
threshold=0.72263702382942407 0.45836024465385833 0.10724182726788677 0.19775149391357363 0.39007965480026002 -0.58272556752203808 -0.29889265521756664 -0.14173145161887574 -0.38666783550499856 1.2265792670671891 -0.34538874338125181 -0.058457216074635547 -0.0057832114965694339 -0.086150073581373166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 12 -8 13 -10 -3 -12 -2 -6
right_child=4 10 5 -5 8 -7 7 -9 9 -11 11 -13 -14 -15
leaf_value=0.01637054538778146 0.017332485112148934 0.29881778653436902 0.15887771429109854 -0.0073213811396397634 0.006180529116666297 -0.019621305155156449 0.12868695649833059 0.038029855500098797 -0.0055667148274632068 0.075784381846479565 0.22956950720158426 -0.052632280171366064 -0.055046632578529889 -0.1006126524662254
leaf_weight=22971.679477031343 604.13843743130565 24.359473317861557 138.1118427105248 14670.692862213124 20.754031106829643 10722.197044539731 412.89050424657762 7189.7946911947802 4635.1706579755992 599.42234718427062 26.855925362557173 2916.8998709651642 584.52829096466303 307.4764589946717
leaf_count=50371 768 10 63 68332 38 65497 250 7160 5106 581 8 24429 720 488
internal_value=0 -0.00116319 0.00165369 0.00713688 0.020459 -0.0173513 0.0346767 0.0429533 -0.00201041 0.00374894 -0.0471945 -0.0500577 -0.01826 -0.0938601
internal_weight=0 51470.8 48502.7 37642.4 14354.2 10860.3 8791.35 7602.69 5562.82 5234.59 2968.12 2943.76 1188.67 328.23
internal_count=223821 208710 184263 118703 15111 65560 8898 7410 6213 5687 24447 24437 1488 526
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=157 20 2 76 12 151 114 64 157 126 95 159 129 58
split_gain=600.012 435.367 322.576 333.763 294.364 398.382 252.721 196.939 65.1217 80.6887 64.3092 39.3807 3.93981 65.2573
threshold=-0.34683522364676694 0.1634237423787229 0.23658105777267988 0.050237773966510003 2.6835739653887232 0.031739331734254909 20.110051268876344 -0.18173244667386365 -0.48256233024458506 0.90418507120155511 0.093561041346851712 1.0659925924946168 1.0093717964324578 -0.17834466471722063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 12 10 -10 -11 13 -1
right_child=1 2 3 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=1.3093085021461943 -0.040832050009370971 -0.08183662768427602 0.012919963560649981 -0.056584572433080599 0.0096742100794615302 0.0023691187231592282 -0.038205225628226008 0.037976102457384441 0.054757696768239855 -0.056684466101747821 -0.035344499932732587 0.052471810064981667 -0.079136595033802201 -0.082181950177036389
leaf_weight=0.35910856723785389 4139.5031721678097 140.34840429760516 3958.4154768418521 836.97933872975409 11979.070795459207 4407.1163961989805 1214.1451380960643 6098.7101832730696 140.67971917265095 1022.6736994711682 181.30140266544186 34.154905125498772 635.02302981959656 5.4817682672291985
leaf_count=9 38309 454 26364 2770 59005 18328 12803 33764 2973 17257 1568 423 9633 161
internal_value=0 0.00411359 0.0202912 0.00078877 -0.00409764 -0.0185551 0.00526796 0.0352809 -0.0520461 -0.0398041 0.00402288 -0.0531567 -0.0783846 0.00336961
internal_weight=0 32774.3 11034.5 4795.39 21739.8 8546.62 13193.2 6239.06 2019.67 1378.81 321.981 1056.83 640.864 5.84088
internal_count=223821 191797 63352 29134 128445 56637 71808 34218 32024 22221 4541 17680 9803 170
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=166 106 44 196 14 169 195 64 124 110 64 42 115 134
split_gain=1678.81 649.257 560.737 494.505 384.394 316.73 316.88 227.108 172.607 169.577 199.451 151.322 68.9507 124.629
threshold=-0.069302737515932633 0.21752069496413756 0.1332942695524803 0.061095950376874888 0.10065196829516017 1.1912635713276287 0.30248058228903113 -0.015371528855044064 -0.30589692971698462 0.45368203004633711 -0.040821685694590555 0.062516672632013201 0.27957833716189961 -0.037034288180468854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 12 6 -3 -2 -7 11 -11 -6 -1 -14
right_child=1 5 3 -5 9 8 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.077232115193896944 -0.0057058689986488921 0.0019980421555344063 0.034063045425957166 -0.020874758987614012 -0.069853777763823108 0.040758414806519497 0.036762820573318887 -0.05533936314515641 -0.06004956686725247 1.0727813676901179 0.13844514481945983 0.013325169597754198 0.078305364233121885 -0.0573383127924895
leaf_weight=3440.887299784692 1312.6206520758569 3995.8074656655081 3156.0839371513575 3407.2531528091058 315.35180846857838 223.57361843809485 7625.4194057323039 3097.0682901707478 706.85320423869416 2.4229750460945061 40.035777807235718 713.71019088383764 74.969903225079179 701.98173806071281
leaf_count=77779 24407 15671 9393 14274 3784 711 31270 39736 1406 46 168 2227 348 2601
internal_value=0 0.00478148 -0.0129863 0.00554295 -0.057569 0.0203146 0.0248094 -0.0405651 -0.0358263 -0.00408403 0.191765 -0.0121647 -0.0711566 -0.0442497
internal_weight=0 23524.7 10973 6563.34 5289.36 12551.7 11621.2 4409.69 930.427 1071.52 42.4588 1029.06 4217.84 776.952
internal_count=223821 136868 87810 23667 86953 49058 46941 64143 2117 6225 214 6011 80728 2949
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=115 107 67 191 130 14 127 114 3 122 151 175 104 67
split_gain=706.779 562.784 702.717 681.622 449.81 410.02 357.489 336.522 243.304 196.612 173.522 127.912 108.018 100.379
threshold=0.074945393683862008 -0.055290351322549745 -0.10476142691201794 -0.022663071391884958 -0.28180853058131722 0.059889074676003053 -0.043367707234533807 5.0044135962314238 16.513213902229943 -0.075652751301245061 -0.17769194647102046 0.10160602420776098 0.69339256482490785 1.0214236455358134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -4 -5 -3 -1 10 12 -2 -12 -10 -11
right_child=8 3 4 5 -6 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.078717674309208632 0.072247624741567026 -0.039121201896841963 -0.09407435557060552 0.057546861222845441 -0.010362870914151471 -0.043340415857852262 0.022095846062024693 0.011843107720051413 0.019152621945338143 -0.06173208071254848 -0.10085983618825314 0.0064485482677425782 -0.071327639550750804 -0.002663994785467234
leaf_weight=1231.5847803612705 317.37334753223695 1716.6241800843272 680.81587554630823 5113.1657839850523 11225.883773185546 437.29167664633133 2147.0580707313493 1934.2876840792596 623.71006551408209 2836.2852463007439 145.06515839090571 474.17385053727776 167.344493011944 320.176356037613
leaf_count=7033 1119 18812 2053 23708 45001 14282 19400 7668 3004 71396 240 3089 957 6059
internal_value=0 0.00796574 -0.00401552 0.0271484 -0.0151494 0.0495985 -0.00510273 0.0378586 -0.0336964 -0.0445681 0.0121245 -0.0186899 1.18771e-05 -0.0557405
internal_weight=0 24486.7 15072.6 9414.14 11906.7 5550.46 3863.68 3165.87 4884.13 3947.52 936.612 619.239 791.055 3156.46
internal_count=223821 137957 61755 76202 47054 37990 38212 14701 85864 81416 4448 3329 3961 77455
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=14
num_cat=0
split_feature=26 118 124 169 12 128 124 140 196 2 175 99 19
split_gain=1331.91 873.577 829.433 859.021 653.696 289.029 259.79 188.093 135.693 174.138 105.315 40.4324 35.8675
threshold=-0.033615421970067796 0.79866573673483077 0.13226461910516565 0.70575312721257399 1.5012310895402565 0.88758144580351839 0.82090699724777516 -0.40400623954355869 0.86640967926494772 0.65670858384247477 2.504757534692128 0.74757913968241008 -0.50757993847503047
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 11 10 -10 12 -1
right_child=1 5 4 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0089693824136655043 -0.033590042062328108 -0.15892926895669002 0.023338674082358461 0.028443372527612205 -0.0064283476946610952 -0.15388471846642104 0.1083187293742916 0.042817676746835502 -0.053676767483527392 0.30248988319384762 0.21917305669749487 0.037813498941281568 -0.079311403482686199
leaf_weight=46.90605130372569 12271.947734419722 46.581093855202198 13032.35754321469 2728.6474959859625 17002.038820066489 140.54083803668618 51.683548137545586 5840.6763571146876 113.57821319717914 19.267431043088436 16.158919392153621 30.702757738530636 2442.6437278911471
leaf_count=957 87226 57 18260 7904 31404 52 36 8259 381 23 17 27 69218
internal_value=0 0.00170034 -0.00310293 -0.022306 0.00648799 0.0372815 -0.0833858 0.0412214 -0.0707592 0.0219677 -0.019693 -0.0762415 -0.0776481
internal_weight=0 51114.5 45035 15000.6 30034.4 6079.48 192.224 5887.26 2669.26 149.005 129.737 2520.25 2489.55
internal_count=223821 153198 144794 95130 49664 8404 88 8316 70623 421 398 70202 70175
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=15
num_cat=0
split_feature=90 169 188 74 22 149 176 128 2 19 177 96 128 108
split_gain=483.575 496.856 573.225 714.422 468.811 367.378 358.496 343.718 343.661 326.782 243.225 138.269 132.923 116.019
threshold=-0.071425235837658071 -0.073064136337180327 1.0388603079974559 -0.23052344083370968 0.052342244223791294 -0.32984898239332794 0.17868589193635873 0.049811661399974887 0.98384998275163038 -0.38666783550499856 0.39152821580741937 -0.14593361991542042 0.17379121082940799 2.0502160226948054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 8 7 -6 -1 -2 -4 -9 12 -7 -13
right_child=1 2 9 -5 6 11 -8 10 -10 -11 -12 13 -14 -15
leaf_value=-0.098946881929480507 -0.032965906455273135 0.059482085388436468 -0.057924169044242649 -0.0087187697465957812 0.022357440472253333 -0.091727243986418155 0.12768663307184833 0.099866203060940184 0.88104565957938186 0.027984635345149333 0.46654727608326363 -0.097502644107124975 0.11464667998387186 0.04010319610085241
leaf_weight=86.423109722789377 1693.8572641029023 1602.8644661181606 469.33993774000555 36788.358397665899 15211.093202685472 56.731235602870584 330.15093366336077 127.77709709666669 4.1236568475142112 7822.6068631485105 21.073059318587184 989.9458424244076 69.375369157642126 65.313756278716028
leaf_count=847 13403 5352 719 140725 42734 650 533 406 73 7072 14 10968 135 190
internal_value=0 0.00463609 -0.000721477 -0.00587133 0.0191442 -0.0544333 0.024595 0.0596791 -0.0307462 0.023122 0.151778 -0.0771591 0.0218058 -0.0889857
internal_weight=0 63922.4 46683.2 38391.2 17239.2 1416.64 15541.2 235.273 1697.98 8291.95 148.85 1181.37 126.107 1055.26
internal_count=223821 210611 153868 146077 56743 13210 43267 1267 13476 7791 420 11943 785 11158
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=156 13 151 16 181 152 110 71 15 44 130 180 132 190
split_gain=512.561 307.081 338.559 370.773 273.695 269.054 310.326 210.759 203.588 155.414 89.6149 86.0453 77.3853 51.9483
threshold=1.46316369512775 0.01172404690342275 0.19466915387355879 -0.089467274112329853 0.70237606017586363 0.26606153908994395 -0.33282318625363333 0.13952779972645238 2.0007250604586444 0.22420505508849251 0.066078907853771365 34.916331994645255 0.018606716780483527 0.80357142857142916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 10 -2 -9 -3 13 -13 -6
right_child=4 7 3 -5 11 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.050752314334538598 -0.0040677656459793239 0.024727823665398996 -0.0077296695615654198 0.1877594970001174 0.083490069275352519 -0.030883380243192062 0.035856651513709627 0.11017083552243226 0.017101574138657906 -0.019866677032826196 -0.039227252385958172 0.21581109401179321 -0.037088467496971728 -0.015131214394004656
leaf_weight=3803.8217977385502 12275.399734707782 401.59504745155573 1253.7105054100975 105.15828428603709 101.44901580177248 796.75038943812251 5548.0617075683549 326.94958980567753 7212.0105946592521 127.84599931910634 482.1178410584107 12.180306755006312 1820.4964688201435 112.79549644840881
leaf_count=45881 72375 1807 7371 487 412 4870 36320 1083 45750 537 1104 53 5460 311
internal_value=0 -0.0243802 -0.0354465 0.00739858 0.00680094 0.00959003 0.0274758 0.0183031 0.0037667 0.0736164 -0.0101635 -0.0283975 -0.0354077 0.0315679
internal_weight=0 6501.2 5162.69 1358.87 27879.1 25832.2 6344.81 1338.51 19487.4 454.796 883.713 2046.92 1832.68 214.245
internal_count=223821 58270 53739 7858 165551 159315 41190 4531 118125 1620 2911 6236 5513 723
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=67 193 35 129 44 155 194 113 85 14 63 44 29 51
split_gain=1486.65 779.402 521.78 416.175 414.514 326.079 309.055 151.895 135.058 130.929 87.6939 72.25 45.5386 36.2261
threshold=0.0027328094278361004 0.028323360005451024 0.11444705047699484 1.0171470459736336 0.26090749671762842 -0.23305054740322023 -0.021426772884769168 -0.20753780471899855 -0.12175504144104639 0.45064382778759954 0.05928106517601682 0.22420505508849251 -0.068334533267787281 193.06491075982461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 8 4 -2 -4 -5 9 -3 10 -1 13 -11 -9
right_child=1 2 5 6 -6 -7 -8 11 -10 12 -12 -13 -14 -15
leaf_value=-0.066834547851318801 0.012787902569673899 0.069200491982553083 0.015501277129855854 0.031700231463904022 0.054093158490499782 -0.024969326508935512 -0.03894343700955491 -0.079939834929199038 -0.055652640908373158 -0.10428874879402623 0.10164937396733592 0.23719546580728093 0.083206951274245683 -0.031274420492730513
leaf_weight=305.38644792838022 6982.7966533405706 89.172563706059009 4134.6000850950368 917.21171171823516 3725.9550821175799 3839.7898417073302 1906.5341269918717 2798.8883075851481 3051.4692032744642 14.406373577192424 34.369208282325417 7.3237987309694281 128.47305445279926 161.80351741658524
leaf_count=2403 28989 268 8299 4002 23399 10119 7874 109110 26283 309 218 33 449 2066
internal_value=0 0.00203817 -0.0175831 0.0181543 0.0271595 -0.00398593 -0.0159969 -0.0680437 -0.0521077 -0.0160148 -0.0497909 -0.0765042 0.064302 -0.0772802
internal_weight=0 24647.5 11115 13532.5 10708.8 7974.39 2823.75 3450.65 3140.64 482.635 339.756 2968.02 142.879 2960.69
internal_count=223821 109233 44969 64264 52388 18418 11876 114588 26551 3379 2621 111209 758 111176
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=157 73 194 27 124 166 114 83 129 2 2 114 26 97
split_gain=686.835 628.182 659.659 509.336 452.633 347.18 262.598 367.694 176.033 171.866 166.049 162.769 87.1016 60.351
threshold=-0.067453422964110568 0.36411753282715592 0.043337705625759816 0.069591241019729508 -0.30589692971698462 -0.31479528277297547 6.6123774117237444 -0.13313641371769594 1.0195433351825347 -0.18295512018985793 -0.080306331140787071 5.5531511775073392 -0.046493642072750092 0.0028926041612819119
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 -7 11 -10 13 -3 -8 -2
right_child=5 8 4 -5 -6 6 12 -9 9 -11 -12 -13 -14 -15
leaf_value=0.014125079835382038 0.08743908472584061 -0.0063121296148340757 -0.099389231757325031 -0.030963658837672853 0.039764169300707641 0.060950022897753899 -0.084727611529822888 -0.034525173833155572 0.061483659929808615 -0.035451055351064131 0.094936699892003512 -0.05820290073355177 -0.046430934408633349 -0.089631434681270522
leaf_weight=7627.5256471778266 24.984822183847427 881.17531616194174 240.4017463568598 3730.7594313807786 8452.5626198896207 503.0902227263432 968.54435797012411 2035.051440107869 366.94473899272271 364.69345378107391 304.5910198353231 1925.2038398820441 1535.2853874466382 83.833660956472158
leaf_count=32100 105 2208 294 9826 27209 5268 26245 36890 1961 1808 1595 19615 58600 97
internal_value=0 0.00832815 0.015183 -0.000684835 0.0359159 -0.031044 -0.0382676 -0.0156008 -0.0305205 0.0131654 0.0570557 -0.0419097 -0.0612451 -0.0489759
internal_weight=0 23589.3 20051.2 11358.3 8692.96 5455.38 5041.97 2538.14 3538.02 731.638 413.41 2806.38 2503.83 108.818
internal_count=223821 95021 69429 41926 27503 128800 127003 42158 25592 3769 1797 21823 84845 202
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=134 73 1 163 0 126 155 145 193 67 58 102 20 106
split_gain=1214.19 851.881 1130.62 837.44 620.641 522.283 432.494 353.826 151.254 153.869 70.5797 37.5069 26.9949 18.8002
threshold=-0.037034288180468854 0.58632759785991639 -0.30235128351251706 -0.32577526804155738 0.74675832044116064 0.94270803863695474 -0.27352085716437596 0.37250494342102008 0.86640967926494761 0.0083167047668122381 0.19985848667070666 1.7645556207350284 -0.42789424771500267 -0.35596741194669951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -4 -5 -3 -2 11 13 -11 12 -1 -10
right_child=1 3 4 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.023246604040420615 -0.06168785632104648 -0.09890290220776958 0.035850321940584046 0.025086931154295545 -0.0068555717400267148 -0.011239826597869556 0.10628810462302668 0.037853728022203242 0.1012956618910219 0.18707746392140678 -0.049322418844859793 0.097262037684599151 -0.081831635630284005 -0.093823355387408824
leaf_weight=81.709536254405975 4350.6180831752717 111.10818263143301 3988.2687774808146 11186.950893202797 23190.487501671072 6124.5798582099378 1360.9661939330399 389.02251231484115 5.3605735301971427 54.353636847808957 16.452290080487728 12.05144991725683 2101.7364599080756 62.664590544998646
leaf_count=1779 14900 53 5995 14695 114512 5020 912 706 3 79 49 9 64828 281
internal_value=0 0.00149531 -0.00844835 0.0183922 -0.000588818 0.012235 0.0908008 -0.0535176 -0.0722672 0.0289595 0.132148 -0.0786682 -0.0796392 -0.0784474
internal_weight=0 50702 31918.4 18783.6 27178.8 17311.5 1472.07 4739.64 2334.33 138.831 70.8059 2195.5 2183.45 68.0252
internal_count=223821 156793 136113 20680 120507 19715 965 15606 67028 412 128 66616 66607 284
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=131 129 140 184 129 110 161 95 90 4 121 146 44 35
split_gain=461.671 561.619 466.688 466.111 429.89 676.317 516.439 417.132 516.662 431.697 363.126 339.572 61.6496 27.3901
threshold=0.47095107146856957 1.0239149164403389 0.51194897559097474 0.19752632604371292 1.0192445628230937 0.1724361273366482 -0.20192053091382076 0.57943652466245454 1.3270888681175197 -0.055943685037955916 -0.13772400085268438 0.21919028501449658 88.033751275488882 -0.11203111810672743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 -6 -1 9 -9 -4 -2 -5 13 -3
right_child=1 12 7 11 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0056056123112282934 0.011586661166308009 -0.0023389909117274847 -0.010222351166153165 -0.0017508866885919954 0.053188703825401466 -0.012556848125330906 -0.019110130054603842 -0.040880761121772614 0.032175029159167444 0.043277253081963202 0.079514508873063397 0.049699440441084458 0.10083064358502841 -0.10763967350644058
leaf_weight=13607.132425607182 1193.8734791651368 26.487098664045334 2011.3032267298549 5019.5825592810288 2975.4830622468144 3299.8897344837897 22324.492372358218 2272.2306075561792 1686.5951749430969 6030.5258449679241 2309.0580385690555 1723.1514101531357 15.814681544899939 366.5116486819461
leaf_count=40504 2355 46 3945 4934 9859 5986 134295 4511 2362 6647 4416 1736 10 2215
internal_value=0 0.0221849 -0.000585188 0.0267711 -0.00553277 0.0186166 -0.0097504 0.0168158 -0.0097565 0.0298967 0.0563633 0.0113976 -0.0927527 -0.100543
internal_weight=0 10654.5 54207.7 10245.7 42207 6275.37 35931.6 12000.7 3958.83 8041.83 3502.93 6742.73 408.813 392.999
internal_count=223821 15712 208109 13441 190644 15845 174799 17465 6873 10592 6771 6670 2271 2261
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=15
num_cat=0
split_feature=139 151 90 57 176 139 180 46 130 54 155 38 155 89
split_gain=497.142 979.341 381.503 453.418 349.675 322.378 264.27 253.361 251.352 242.205 227.186 203.462 141.536 119.511
threshold=-0.031984327921221266 -0.022066478426842322 -0.030605909578208176 5.3407669311162467 0.40110687005473916 0.57736103428264529 29.560240963855424 -0.083893270833414677 -0.211734895227842 16.218697619801549 -0.0094711981489487614 -0.063546482038115817 0.19785308625239176 -0.082844335801908114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 13 -5 7 9 -3 11 -2 -10 -1 -8 -4
right_child=1 5 3 4 -6 -7 12 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.18871319649747634 0.25403710583681371 0.065492725996331963 -0.18303040011494379 0.021292467258122047 -0.025191965104146914 -0.042763255202803448 -0.054413865635541875 0.0071069121053277118 -0.019951785601319095 -0.0035291755741201887 0.042259924722225159 -0.040558097027712792 -0.009180694534758508 0.063318436935755659
leaf_weight=101.50518497824669 53.927176893688738 806.30990849295631 19.861788533627987 8586.4797348394059 1994.0833847718313 1216.2066125243437 4867.5185602740385 9500.5163636130746 1618.5484760189429 113.03690241393633 921.02490777010098 1067.8000287432224 806.34926149970852 2314.6318902038038
leaf_count=418 871 5192 39 45592 20563 8903 54418 41193 7075 1859 8281 6553 7355 15509
internal_value=0 -0.0109794 0.0132148 0.0213329 0.0125317 0.0059288 -0.0443366 0.0116745 -0.0150541 0.0796613 0.00261048 -0.0534192 -0.0479855 0.0612225
internal_weight=0 17363.9 16623.9 12915.1 10580.6 11523 5840.83 10306.8 3708.88 166.964 2539.57 1169.31 5673.87 2334.49
internal_count=223821 119791 104030 81703 66155 55288 64503 46385 22327 2730 15356 6971 61773 15548
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=67 193 155 173 156 137 112 145 112 13 63 44 64 105
split_gain=1340.16 675.829 439.737 420.331 355.191 328.768 268.387 241.572 162.755 107.722 119.564 61.1393 54.6839 37.1726
threshold=0.0027328094278361004 0.014909637292455969 -0.24142890580757206 0.42955509926878527 2.3318322634808908 0.44077428471113961 -0.36082930915211925 1.2269281342897853 -0.20648510778304127 0.4090660700161432 0.05928106517601682 0.22420505508849251 -0.042687234097683262 16.612652393243156
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 9 10 -1 13 -11 -10
right_child=1 2 4 7 -6 -7 -8 -9 11 12 -12 -13 -14 -15
leaf_value=-0.065499810852598137 0.012520680011354238 0.081472314580862681 -0.056894383633873225 0.061201791000089691 -0.011358957799951573 -0.075225004171075305 0.00035224292679025051 -0.085827215499722886 -0.079296530809400259 -0.10043315923191379 0.13653405012525191 0.19800843125826514 0.075708214543315999 -0.0077370029566858033
leaf_weight=306.89743138849735 9837.920695065055 453.0865937396884 3081.6743836016394 2394.795318249613 3857.0619240598753 446.38555172737688 4085.4521890832111 117.21788863651454 2631.8166760633467 20.177884464152157 32.382974884472787 8.0892048440873605 139.32604508986697 74.651009544264525
leaf_count=2472 42931 1329 21610 17243 14950 1398 9487 285 109728 528 140 33 511 1176
internal_value=0 0.00186681 -0.0157519 0.0176694 -0.0315824 0.00871212 0.00845054 0.054341 -0.0668552 -0.0143524 -0.0462165 -0.0765023 0.0534256 -0.0773227
internal_weight=0 24273.6 11477.3 12796.3 6938.74 10284.3 4538.54 2512.01 3213.34 498.784 339.28 2714.56 159.504 2706.47
internal_count=223821 109233 47376 61857 36560 44329 10816 17528 114588 3651 2612 110937 1039 110904
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=15
num_cat=0
split_feature=156 69 168 117 67 122 24 13 2 66 188 82 114 74
split_gain=614.975 599.442 508.207 495.517 356.905 213.475 211.159 185.51 151.27 67.0701 80.9315 58.2556 28.4044 27.2262
threshold=3.1919047905934645 0.13821907780213069 2.9235407627096435 2.689420380134568 -0.10649498558705854 -0.094517299857597908 -0.020986183671157593 -0.16942889725902888 -0.20008576909657386 450.72713084404808 3.0944358583928318 0.051855604668564426 4.5139496256466538 -0.13968096839003166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -4 -5 -3 9 -1 11 -11 -2 13 -9
right_child=7 3 4 5 -6 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.083449083678375544 0.014439829122948476 0.020518320262885949 0.04448311809944995 0.061368781482487693 0.0021066473854962908 -0.0099779498960040833 -0.047663977167130861 0.046654754125259462 0.033980287192447757 0.76919055731173236 -0.080765019813075059 -0.044311435822474349 -0.072476356041922763 -0.050663480733015936
leaf_weight=1098.327999683097 426.08235732885078 513.80132001219317 2280.5567485783249 800.79023550963029 15465.664284020313 880.4689714841079 3917.0452490791213 37.294618693413213 1413.8955343156122 2.4343606373295179 2.0753297749906778 279.47391028841957 1414.8207498404663 125.43561377120204
leaf_count=6205 2250 2636 11245 2872 70429 8598 23745 1050 6393 27 24 1149 82514 4684
internal_value=0 0.00523025 0.0135117 -0.0222184 0.00755242 0.0240048 -0.0397576 -0.0488205 0.0556077 -0.0063747 0.378047 -0.0088318 -0.0679256 -0.02836
internal_weight=0 26370.6 20258.4 6112.11 17746.2 1681.26 4430.85 2287.62 2512.22 710.066 4.50969 705.556 1577.55 162.73
internal_count=223821 132123 94272 37851 81674 11470 26381 91698 12598 3450 51 3399 88248 5734
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=15
num_cat=0
split_feature=190 99 73 158 151 73 192 126 151 169 126 41 81 127
split_gain=1133.35 619.195 609.678 1074.12 715.933 530.508 395.924 407.325 383.326 307.551 288.773 265.361 102.385 47.5328
threshold=-0.019987507807619247 0.68035452077775094 0.72194269223037066 -0.35109068328104948 -0.11263588960481019 0.58632759785991639 15.402038686146776 0.94478725953183762 -0.4643627575944913 5.2927069280431551 0.90508294473238182 -0.018977521285313621 1.4947630869109998 0.65022933567019059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 10 -8 11 -10 -4 -1 13 -3
right_child=2 12 6 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.16120452009847441 -0.058126066577780203 0.079898859050156923 -0.13705758154058062 0.02732762830135349 -0.0065639428038101258 0.008353447977046206 0.041960569585860627 0.0020939669184885895 -0.058540477487220501 0.18007089709545213 -0.0082760611280066031 -0.03773716649689976 -0.037030635140315044 -0.10864808081323873
leaf_weight=140.15328323235735 4583.0535145415924 484.19642991200089 227.16702172532678 9616.158108629752 17715.520646897145 1626.3352886885405 7389.2651206254959 3923.7291549425572 5572.1308873586822 54.546270579099655 745.65100066736341 128.54035464767367 98.203252866864204 13.750404939055441
leaf_count=425 13713 933 202 30498 65731 1497 9029 3199 96719 24 676 933 233 9
internal_value=0 -0.0408339 0.00381134 -0.00316944 0.0053602 -0.0407141 0.0228693 0.0281335 -0.0506551 -0.0562273 -0.0383484 0.0660328 0.0562883 0.0746923
internal_weight=0 6491.52 45826.9 33541.1 27331.7 6209.39 12285.8 11313 5895.37 5626.68 972.818 268.694 596.15 497.947
internal_count=223821 99276 124545 111439 96229 15210 13106 12228 98101 96743 878 1358 1175 942
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=151 16 90 131 137 115 128 8 44 173 49 8 122 85
split_gain=440.268 650.28 508.316 436.435 408.637 340.359 271.406 232.553 221.304 201.786 187.79 182.945 174.363 148.541
threshold=-0.41813991884225654 0.26512215043290227 -0.076045583654427817 0.47095107146856957 0.23632947840870819 0.72036304469715873 -0.21438143533738166 -0.097528188516433245 -0.0036122874805003193 0.23717853768537858 0.45644441643451278 -0.37486993782497485 0.51022781906331227 -0.053235686991141236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 -4 8 -6 11 10 -3 -9 -8 -1 -2 -13
right_child=1 4 3 -5 5 -7 7 9 -10 -11 -12 13 -14 -15
leaf_value=-0.12054737292715832 -0.084697935270570804 -0.025121199114483007 0.0017300278937006086 0.026258164768839229 0.021075494444596894 -0.07957229327658194 -0.044976250542654223 0.064638935626338254 -0.071571888356248822 -0.0025562070300646014 0.076892724524385808 -0.094299989231098377 0.11649583919194156 0.13026029989428087
leaf_weight=34.662949323654175 776.66450934298337 2070.1534921722487 44978.948635424953 8649.1557019678876 1974.8835617695004 404.87397883180529 633.21863812208176 1398.2086585555226 2032.8327035601251 656.85374334314838 157.98768116533756 31.346274383366108 45.604376878589392 488.59707641601562
leaf_count=145 8290 13229 152006 12312 3453 1370 2254 1496 26760 1123 214 527 212 430
internal_value=0 0.000925 0.00448953 0.00568593 -0.0290145 0.00395204 0.0378956 0.0254256 -0.0481353 0.0431615 -0.0206415 0.101893 -0.0735394 0.116722
internal_weight=0 60933.1 54450.4 53628.1 6482.74 2379.76 3400.88 2846.27 4102.99 2055.06 791.206 554.606 822.269 519.943
internal_count=223821 217632 172820 164318 44812 4823 6189 5087 39989 2619 2468 1102 8502 957
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=166 190 152 2 14 191 149 185 189 74 49 53 122 38
split_gain=424.928 335.017 282.995 280.88 265.845 92.7296 79.8104 77.5914 61.5042 61.4962 56.5455 49.9063 156.73 46.33
threshold=-0.28478653294392503 0.61299091640597747 0.28768822777549641 0.11544175462948023 0.029357030692990213 -0.10674432401382411 -0.34569762775127744 2.1250261550606053 33.500000000000007 0.0014894230783970154 -0.26662785542495782 1.5683768322138605 -0.096782368653996281 -0.10286865833915056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 9 8 -3 -1 -9 13 -13 -7
right_child=1 7 3 -5 -6 11 -8 10 -10 -11 -12 12 -14 -15
leaf_value=0.061223417355516653 -0.011440654760844523 0.019195034980394463 0.04458216012121094 0.0031296433051566626 0.010665517052714769 0.0048098974936282672 -0.0065627130416534927 0.3395176048831885 -0.029011372952568278 0.42547320651579251 -0.076314512160089387 1.2540033070878902 -0.00025339717397145702 -0.061138783642059005
leaf_weight=11.834385357331486 9363.9912919604685 302.14016823051497 3464.8019827180542 3094.6118825841695 12981.865079967771 114.95936725055799 244.71413174457848 3.3000420844182363 2133.7923167599365 7.6190410368144503 360.50765497935936 1.1938715700525788 6.0194459394551805 1451.83611140633
leaf_count=422 49456 1167 19821 22513 75620 3395 6745 25 10196 100 2414 33 101 31813
internal_value=0 0.00356364 0.00676283 0.0250256 0.00140197 -0.0458904 0.00893467 -0.0294657 -0.0230321 0.203884 -0.0725426 -0.0550918 0.207338 -0.0563
internal_weight=0 31705 28905.3 6559.41 22345.9 1838.18 264.168 2799.74 2435.93 19.4534 363.808 1574.01 7.21332 1566.8
internal_count=223821 181212 167410 42334 125076 42609 7267 13802 11363 522 2439 35342 134 35208
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=157 165 45 70 177 24 124 113 45 189 176 74 124 174
split_gain=1170.11 677.923 469.66 576.746 281.758 210.491 222.589 206.509 150.025 128.596 172.465 101.982 63.8017 47.46
threshold=-0.18543752578970774 0.16825120259426693 0.22043112462614631 -0.028532837665545568 1.1833122384992092 -0.33597811563773833 -0.47842770841597576 -0.29260141216334451 0.0081567126111292635 33.500000000000007 0.0040497101278033848 -0.16183122788516999 -0.31100639185627288 0.42179208325864898
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 11 10 -9 -1 -10 -11
right_child=1 2 4 -5 -6 6 -8 9 12 13 -12 -13 -14 -15
leaf_value=-0.099746644343415791 -0.57224769167193823 0.01529247465511714 0.032757826188445957 -0.032758959422845138 -0.031591400966166021 0.071391925471936096 -0.043916499016311825 -0.079315672042226337 0.045826368256534245 -0.077561769124326108 0.0072474174141196075 0.20957280568873127 -0.058612964002619172 -0.049579559408414298
leaf_weight=13.059613817371426 7.381187259219586 6251.7081056963652 8150.6119851539843 4160.0310411104001 742.4196331994608 177.07076548784971 3068.5428049461916 386.19270898564719 104.00614139437675 2185.9613070993219 569.68539356952533 57.98170818737708 133.66774953901768 838.6778819616884
leaf_count=36 57 44782 37038 40189 2297 776 27596 14760 241 47042 3278 126 277 5326
internal_value=0 0.00339244 0.0105087 -0.00390657 0.0273857 -0.0388387 -0.0376256 -0.0535878 0.0252022 -0.0596984 -0.0277257 0.15271 -0.0129103 -0.0698028
internal_weight=0 22557.8 19304.8 10411.7 8893.03 3252.99 3245.61 4289.23 308.715 3980.52 955.878 71.0413 237.674 3024.64
internal_count=223821 152735 124306 84971 39335 28429 28372 71086 680 70406 18038 162 518 52368
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=73 158 14 127 96 35 178 73 113 112 196 164 121 116
split_gain=552.466 568.798 566.801 612.12 482.804 401.715 476.857 350.308 341.961 263.379 211.88 97.4379 70.7019 52.0803
threshold=0.0085883392929059291 -0.14561774996726393 -0.33641858694884391 -0.08318250181657208 -0.055505191867336177 -0.020637893636318388 -0.10764767039714047 0.15808173259511094 0.88670366723075511 -0.27830244485908423 0.0068310472592276591 -0.42789522587737155 -0.097047300865075889 0.012090131500825925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 -4 6 -2 -7 10 -5 -1 -3 -13 -10
right_child=1 11 3 9 -6 7 -8 -9 13 -11 -12 12 -14 -15
leaf_value=0.036968810326387429 0.017355175727514563 0.24555097520838057 0.092186484429373383 -0.057726634605566353 -0.034393648753406607 0.063503365344540583 -0.036736587703330055 -0.00058652823412740562 0.049762169280975675 0.026585051114744448 0.096996367021560559 -0.030627886631013471 -0.060749999694220513 -0.1165533416127994
leaf_weight=1169.3798096943647 2657.7575994252693 11.20076449215412 326.18525502085686 390.10836025769822 3954.1181292380206 1446.260444175452 4213.5970594172832 2078.5416899856646 22.237444125115871 7376.7645699316636 1182.7615974098444 1219.0581127000041 2159.6920990017243 122.80852206982672
leaf_count=5928 7852 61 4776 3215 48132 5259 17210 11356 92 48746 6267 6567 58331 29
internal_value=0 -0.0133346 0.0146044 0.0056167 -0.0247475 -0.00173565 -0.0158145 0.0257102 0.057964 0.0223503 0.0671533 -0.0489058 -0.0498819 -0.091055
internal_weight=0 13786.1 14544.4 12047.2 4280.3 10396.2 6871.35 3524.8 2497.19 7766.87 2352.14 3389.95 3378.75 145.046
internal_count=223821 106636 117185 104869 52908 41677 25062 16615 12316 51961 12195 64959 64898 121
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=15
num_cat=0
split_feature=76 19 178 12 142 89 130 19 193 47 193 182 28 131
split_gain=1042.16 834.37 681.449 582.181 521.43 493.508 355.877 274.841 247.113 232.624 187.313 223.587 178.313 74.6813
threshold=-0.01799178957522795 -0.20460076257480578 -0.13488256368557658 1.5012310895402565 1.0690634999056858 0.19574468831878231 1.0162909641875189 -0.43100846974716339 0.0077714731208765537 0.23189510451093517 0.82564184711537558 0.23135243019528032 0.98477742115472877 -0.21756416518499683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 8 -3 7 -2 -1 -10 11 -6 -8 -12
right_child=1 2 3 -5 10 -7 12 -9 9 -11 13 -13 -14 -15
leaf_value=-0.079645425259440142 0.072833791481879503 -0.065738633614982139 0.022090658073910131 -0.0066672194764690364 0.031026425262422649 -0.0058172281495477429 -0.14250900388514731 0.027077013645413241 -0.012765486214806263 -0.061278520197730051 0.10144469863988799 -0.075884013956527066 0.073922380716128139 0.031098288539251558
leaf_weight=1898.3666197592393 1681.840033689281 2658.280788149219 10852.028042335529 20037.669933950529 450.16275280946866 2845.9328580037691 166.59268948063254 5981.1134842259344 2084.4334285352379 1879.7755568251014 238.53409891575575 345.94669051468372 49.340764731168747 410.83893799036741
leaf_count=66783 2422 25596 18770 68842 3437 3447 73 13829 13293 6114 214 574 34 393
internal_value=0 0.00404713 -0.00234034 0.00343587 -0.0367136 -0.0347565 0.0335519 0.0371196 -0.0499772 -0.0357697 0.0170805 -0.0154311 -0.0930545 0.0569386
internal_weight=0 44272.8 36393.9 30889.7 7308.06 5504.21 7878.89 7662.95 5862.58 3964.21 1445.48 796.109 215.933 649.373
internal_count=223821 133013 116655 87612 90808 29043 16358 16251 86190 19407 4618 4011 107 607
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=191 159 158 72 89 3 64 109 109 140 63 128 91 95
split_gain=417.894 429.282 486.635 611.683 426.775 390.65 436.739 346.673 391.893 347.006 328.414 308.158 10.9854 21.6573
threshold=1.2075471698113209 0.19775149391357363 -0.27240116796029462 1.1032084393894241 0.39931196273310937 6.4080902888366857 -0.021099263346545997 -0.002427371621389366 0.55645236995869152 1.6057834617456697 0.0077347827587130264 0.88758144580351839 0.017581953796424635 0.050749831038120773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 10 -7 12 9 -9 -1 -10 -2 -14
right_child=7 2 3 -5 -6 6 -8 8 11 -11 -12 -13 13 -15
leaf_value=0.034912456846248212 -0.13263842617125679 0.023584342729120657 -0.025909053569034224 0.092192337157412096 -0.024284120832353824 0.042048233468897342 0.0057132269727156286 0.04491415192460857 -0.01422679005238292 0.2335070059364584 -0.05003327682921746 0.098774590891127514 0.064457919931868654 -0.09508485046051518
leaf_weight=590.77311311475933 72.061209209263325 5767.7891201712191 13693.029982988723 453.0573208858259 2750.7975854566321 3747.2435512938537 28224.508550159633 3929.5887177903205 2130.6777935735881 100.0472579151392 1982.316170275677 272.15187788009644 9.1290150135755521 125.16260441578925
leaf_count=1658 155 9568 113952 1755 7271 21748 52488 3024 2025 82 9692 102 9 292
internal_value=0 -6.14348e-05 -0.0107558 -0.0221266 0.0081268 0.00695506 0.00997186 0.0264436 0.0305365 0.0495965 -0.03053 -0.00142791 -0.101141 -0.0842393
internal_weight=0 57209.5 22664.7 14146.1 8518.59 34544.8 31971.8 6638.82 6432.47 4029.64 2573.09 2402.83 206.353 134.292
internal_count=223821 218132 132546 115707 16839 85586 74236 5689 5233 3106 11350 2127 456 301
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=157 20 49 11 115 155 48 170 157 108 154 49 126 31
split_gain=436.602 292.701 250.851 253.545 231.245 316.091 220.282 131.597 69.6067 80.248 50.2414 44.2123 3.68584 30.8347
threshold=-0.34683522364676694 0.30070469899979629 -0.0045213149926652116 0.48813782891987939 -0.05276755735019608 0.043929727414430068 10.311696419547843 -0.085776599444594523 -0.48256233024458506 1.4632254406281877 -0.1578982985991757 -0.3205649418029623 0.75867184903391893 -0.12368440644574609
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 10 -10 -11 13 -1
right_child=1 2 7 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.62594557754941693 -0.048246002924365192 0.057744853144603848 -0.063644435794749696 -0.017881121566391121 0.018111435715284056 -0.0012533512745180485 -0.0039516621462463682 0.0096213335048775869 -0.077321979526600471 0.14128860032212887 0.047992110779962453 -0.048133898895087929 -0.078470946421482751 -0.082693470781385309
leaf_weight=0.69632986187934864 2203.7514467146248 2443.0297464812174 269.65683761704713 541.59407323785126 7261.4744454445317 4083.9627860875335 12009.440429528011 2698.3171047032811 39.877574164187536 12.474567735102026 161.82291817013174 1007.1907780152978 531.6634452722501 5.1951715459581456
leaf_count=5 18748 28620 734 2227 34432 27590 69451 9995 712 105 3979 17425 9630 168
internal_value=0 0.00357983 0.0235506 0.0440217 -0.00107135 -0.0177236 0.00436193 0.00296473 -0.0476136 -0.0344161 0.0232167 -0.0458165 -0.0775993 0.00106218
internal_weight=0 31511.2 5952.6 2984.62 25558.6 6287.71 19270.9 2967.97 1758.92 1221.37 201.7 1019.67 537.555 5.8915
internal_count=223821 191797 41576 30847 150221 46338 103883 10729 32024 22221 4691 17530 9803 173
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=15
num_cat=0
split_feature=166 52 118 180 195 176 168 14 39 110 129 193 34 76
split_gain=1254.54 532.426 463.784 345.552 326.464 314.391 291.041 197.736 99.1456 136.112 88.1615 87.004 84.0141 96.1184
threshold=-0.10279249656271604 0.047562091624951994 0.01060848190908043 37.15595716198127 0.3009871292058513 0.16845907271796748 16.768629793072552 0.11943531299905834 0.059400235110061476 0.45368203004633711 1.0156928659567888 0.34240527963467821 0.69163724385891989 -0.094489401655483377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 5 -4 -2 -3 12 9 -9 -5 -10 -1 -14
right_child=1 2 4 10 -6 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.076272617892289118 -0.044316731529643626 0.01713038304664222 -0.035655631527810212 -0.024425180123466863 0.0054383054473680264 0.042431522388996189 0.063437844060143994 -0.095202418422928897 0.047521716462279318 0.26139541205426964 -0.074138833437891183 -0.093962379432104795 0.095925006326591539 -0.053824477591004595
leaf_weight=2737.5701783144614 806.08289781515487 8142.8804889256135 2691.097977724392 476.01230708160438 6864.4879041202366 867.27597661828622 1628.6890378287062 146.70249767345376 292.31774262618273 11.546276927925645 1423.4231189917773 51.054468953050673 60.392697542905807 147.66233608266339
leaf_count=74061 26507 33962 8364 9288 22740 4058 9064 1979 1043 85 31786 79 180 625
internal_value=0 0.00297419 0.00953009 -0.0324902 -0.0061348 0.000643544 0.0248487 -0.0617334 -0.00369611 -0.069184 -0.0616802 0.0264851 -0.0716168 -0.0103563
internal_weight=0 22899.9 19327.2 3572.79 9555.59 1673.36 9771.57 3447.25 501.621 158.249 1899.44 343.372 2945.63 208.055
internal_count=223821 145769 74130 71639 31104 30565 43026 78052 3186 2064 41074 1122 74866 805
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=157 150 73 115 196 73 20 3 90 64 128 172 160 2
split_gain=547.85 482.8 445.458 335.999 300.542 260.158 244.109 249.521 241.858 123.254 118.7 105.594 59.6504 114.455
threshold=-0.093773285101974233 0.63119620898012108 0.49651932897893908 -0.19084543199088641 0.022622011378320504 0.0016274919710302198 0.044452450269526718 21.910023972372368 -0.057958299572031038 -0.019200122305639004 -0.49131761239101818 0.50600042247262633 -0.19797155642117537 -0.066768506372777106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 7 -2 -5 -8 -3 -4 13 -7
right_child=5 3 11 8 -6 12 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0084340784604373126 0.032520987348857361 -0.063443898018430644 0.0069815027018242104 0.075639676639140271 0.04121825313823934 -0.065798486110247564 -0.070592328221732045 -0.031097387265616207 -0.018762076475729222 -0.0043803004845188133 0.063933487826931021 -0.051377162266496003 -0.063099743319290691 0.024429157538627493
leaf_weight=4893.0075943805277 1556.2108276986983 81.148246482014656 459.77601285930723 280.92890312732197 6525.3545411925297 314.66941891238093 786.33466971421149 1020.9890806565527 7996.345355972182 437.59997232351452 743.08617691416293 952.07948447111994 1629.2851003134856 254.13591627962887
leaf_count=19667 7130 143 1303 1412 23668 588 25235 24548 31008 16316 3958 8563 59405 877
internal_value=0 0.008121 0.0206175 -0.00949501 0.0271695 -0.0259818 -0.0101461 0.00731779 -0.0155581 -0.0469192 0.0513928 -0.0323724 -0.0533663 -0.0254858
internal_weight=0 21931.7 12830.2 9101.51 11418.4 5999.22 3801.13 2577.2 8277.27 1223.93 824.234 1411.86 2198.09 568.805
internal_count=223821 89722 53201 36521 43335 134099 73229 31678 32420 41551 4101 9866 60870 1465
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=15
num_cat=0
split_feature=26 76 19 130 169 27 180 17 193 178 23 19 79 26
split_gain=970.827 563.652 662.484 634.447 482.788 224.57 223.113 163.018 116.125 113.129 86.9364 36.6669 55.7252 40.5327
threshold=-0.03436913693914443 -0.01799178957522795 -0.36764056701986875 -0.41777917448551477 0.66204574724208298 0.038084333917558472 31.168005354752346 0.77209012207394234 0.86640967926494761 -0.11180808760670094 -0.060763745329744566 -0.50757993847503047 0.276210825288497 -0.040992962194058569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 11 -10 -11 12 -1 -13
right_child=1 2 3 -5 7 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.082096887857815631 -0.015091121043805503 -0.044916031110091993 0.073184063422883153 -6.5791622091931131e-05 0.0044467894243366132 -0.06494256370470862 0.062325439069816795 0.11453490176653872 -0.090544019902318765 0.15474418442640267 -0.066713836772628196 -0.082260380190911975 0.15185229923400537 -0.040743416314138498
leaf_weight=23.645655577071011 1386.2893887013197 210.77075629401952 1219.47184133064 38945.403131058207 1891.4290038207546 2595.4879565471783 2438.0019775824621 144.80810468457639 56.956152119673789 61.557484235614538 24.895267276093364 1648.6973407324404 17.880429029464722 274.27519603841938
leaf_count=935 24154 313 3267 98574 7393 16833 3263 279 224 94 97 61377 6 7012
internal_value=0 0.00132464 0.00535264 0.00215819 -0.0273316 -0.0475864 0.0537919 0.0122758 -0.0679895 0.0188814 0.0909723 -0.0743311 0.0186377 -0.0763388
internal_weight=0 48831.7 42813.6 40164.9 6018.01 3981.78 2648.77 2036.24 2107.91 143.409 86.4528 1964.5 41.5261 1922.97
internal_count=223821 154076 105417 101841 48659 40987 3576 7672 69745 415 191 69330 941 68389
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=129 11 130 32 142 71 125 86 137 64 188 195 2 130
split_gain=389.844 1028.47 457.044 450.44 410.321 408.043 348.607 298.232 221.415 368.278 128.779 51.5364 30.7033 16.2841
threshold=1.0153701820172836 -0.35349157548915927 -0.51904439880029762 -0.14822429548061497 -0.047278233405278085 0.76163133945134531 -0.11222120659043223 -0.035416812721785533 0.0060669777589425931 0.043131889910099454 0.5988475288678633 5.0920575925142719 0.66994936771344438 0.075829745158369682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 6 13 -5 -4 -6 10 -10 -3 12 -2 -1
right_child=2 8 3 5 7 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.11618740306636866 -0.097403987499483563 -0.079602815813004754 0.21076018641818317 -1.1531479908458644e-05 -0.11231048095434384 0.021531142135379093 0.041472774997703452 0.094110122712074501 0.0060809123321743392 -0.052657977689028225 0.062837779850140982 0.16468077370385986 0.064231679673602243 -0.034215856346708894
leaf_weight=112.77082605473697 484.45626074797474 1317.6082833497785 129.89272728934884 42820.866698024329 74.862102027982473 11064.180171350017 1915.2654730998911 1075.9073908440769 1906.8454560365062 2424.6185961333103 66.683648481965065 7.854893095791339 12.044128528796135 30.868323279544711
leaf_count=645 2633 24908 899 146961 342 13285 6853 989 14947 11002 110 13 142 92
internal_value=0 -0.0196983 0.00530557 0.00616015 0.0607901 0.00441181 0.0522246 0.0806816 -0.0379259 -0.0267993 -0.0727412 -0.0894623 -0.093483 -0.0985716
internal_weight=0 7010.16 56434.6 55930.2 1294.41 53885 2045.16 1150.77 5715.76 4331.46 1384.29 504.355 496.5 143.639
internal_count=223821 53035 170786 167998 2068 160246 7752 1331 50967 25949 25018 2788 2775 737
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=139 151 90 57 2 139 180 153 121 127 41 155 139 95
split_gain=397.459 760.069 321.257 361.124 287.772 243.44 243.177 235.47 225.665 219.316 210.064 180.124 174.746 127.421
threshold=-0.031984327921221266 -0.022066478426842322 -0.030605909578208176 5.3407669311162467 0.23202175826788693 0.59107459813240404 30.415662650602414 0.076794177970092636 0.23499921435315357 -0.21609069448270282 -0.12400782275859085 -0.0047861626281706779 0.085286505483766997 -0.11177436050458354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 13 5 -3 7 -2 -5 10 -1 -11 -6 -4
right_child=1 4 3 8 12 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.25112834344803553 -0.0011082730870157216 0.014754878861917457 -0.20930391688763522 0.022285649725807554 0.0018356582750037932 -0.036594498633711607 -0.045465334499465299 0.22378279125553566 -0.0085851081917449473 -0.017035358173851548 -0.040992006181937213 0.040755917508122547 -0.082942409227635697 0.057540386935338139
leaf_weight=49.653835207223892 180.89636535965838 9267.002782707219 18.037803525105119 6736.066719439812 424.52859151922166 1025.4163779465016 5179.8570343732135 62.693089287728071 3651.5720070940442 1569.7458510436118 1134.4747393820435 821.59971599979326 569.00479280203581 2256.7018905044533
leaf_count=25 3057 43668 26 37110 2072 8466 60527 919 29045 7061 7342 7899 1082 15522
internal_value=0 -0.010107 0.0118621 0.0193364 0.00467781 0.00963903 -0.0408734 0.0567724 0.0114336 -0.0146079 -0.0498036 0.00282011 -0.0467174 0.0554244
internal_weight=0 16709.4 16237.9 12662.4 11286 10292.4 5423.45 243.589 10387.6 3575.47 1184.13 2391.35 993.533 2274.74
internal_count=223821 119791 104030 81703 55288 52134 64503 3976 66155 22327 7367 14960 3154 15548
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=166 112 176 68 51 24 195 103 46 115 100 130 78 155
split_gain=1121.68 380.944 334.776 331.577 253.443 190.071 181.697 479.882 207.941 124.234 79.1351 45.7124 33.3141 68.8743
threshold=-0.063663680295569403 -0.25880724176640529 1.0698554281840857 0.017396060425464994 101.65808387394787 -0.035592039577426356 0.31448302233820796 -0.34776096136599161 3.817765007695495 0.015646319036788214 -0.13151140865414254 -0.56722569250138521 0.0047072399625825425 -0.21377570933944662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 12 9 7 -2 -8 -6 -7 -4 13 -1
right_child=1 2 11 -5 5 10 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.86884176688925252 -0.31974880928619498 -0.044406479116163272 0.034343543050481408 0.0052183303206063498 -0.081206601326725011 -0.19066867672999011 0.047283493075724124 0.01118045652531636 -0.075564152264864265 0.028521088221580938 -0.046081882404092112 -0.061559616284420464 -0.071532784315790507 -0.15034296419718773
leaf_weight=1.466712088324132 44.784948612563312 1495.746581888292 52.186561916023493 13488.543750437442 121.03700219618622 39.251465863548219 3125.483753008768 2031.8703174535185 144.14052936434746 699.4915616158396 1063.251047851867 1043.6554546940606 2465.4213070254773 14.76157375203911
leaf_count=16 107 48455 206 53169 2052 26 18405 10027 257 2670 5930 4472 77655 374
internal_value=0 0.00405114 -0.00363728 0.000264733 -0.0513571 -0.0241075 0.0271758 0.00404367 0.0418678 0.012335 -0.0512295 -0.0569925 -0.0724728 -0.215281
internal_weight=0 21426.4 16080.1 14984.3 4404.68 1923.03 5346.28 2076.66 3269.62 820.529 1102.5 1095.84 2481.65 16.2283
internal_count=223821 135098 106302 101624 88723 10678 28796 10134 18662 4722 5956 4678 78045 390
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=14 0 85 43 74 131 14 119 162 179 160 11 174 9
split_gain=449.347 449.124 611.156 412.465 366.275 340.652 178.321 94.937 64.8687 65.113 77.251 72.383 61.0569 53.4522
threshold=0.064299468238625271 2.1158245733434686 -0.040303415851910128 0.64290816811701978 0.020154571385725521 -0.2528920001562433 -0.1763355800078871 -0.17410260922172446 0.15901824543330537 1.1587985998322026 0.069838719049664086 -0.14360486613416554 -0.23392723708360469 0.39512365506293873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -4 -3 -1 9 11 -11 -2 13 -10
right_child=8 3 5 4 -6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.061513827546737003 0.041376961021057167 0.07361531462985188 -0.067068946009429906 0.024537821581335301 -0.0080560980154870659 -0.011046801171495408 0.015607030442519288 0.10594655659160486 0.10593133681532151 0.28733380746669329 0.0042241169275382727 -0.049170174275464912 -0.067265392962093898 0.85128497954377014
leaf_weight=36.466716263443232 106.69893468800001 1512.3884839352686 1253.9347395587247 6708.5855959303444 7093.0623972021276 8075.8883418394253 815.78442896180786 472.53727382281795 5.4729244000045574 13.853681801818309 31.674441076116636 511.56423249596264 1005.6459945074748 1.1673698984086511
leaf_count=79 735 8027 3692 39324 31359 35717 3744 2125 211 88 293 16999 81417 11
internal_value=0 0.00408363 -0.0127548 0.0143547 0.00778687 -0.0185762 0.0532894 0.0939491 -0.049339 -0.0250446 0.0903711 -0.0335437 -0.0652697 0.236965
internal_weight=0 25968.6 9838.83 16129.8 13801.6 9329.82 2328.17 509.004 1676.08 663.791 45.5281 618.263 1012.29 6.64029
internal_count=223821 124067 41613 82454 70683 39409 11771 2204 99754 18115 381 17734 81639 222
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=181 76 178 96 195 99 28 10 41 41 50 122 28 193
split_gain=894.544 514.632 557.925 647.078 499.521 461.484 405.66 340.562 289.713 323.282 253.87 251.322 207.812 167.824
threshold=-0.023244407881257961 -0.019032012604198272 -0.13488256368557658 0.89645875177181067 0.22361363844707632 0.52935018631136266 0.045625707424689112 0.58686530613926913 -0.016025938874663938 -0.040752090918169025 2.2132817076397449 0.14496582313948855 0.24320911997224326 0.62003600831209926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 6 -4 8 13 -3 11 9 -1 -10 -2 -9 -6
right_child=1 2 3 -5 5 -7 -8 12 10 -11 -12 -13 -14 -15
leaf_value=-0.03471265567581238 -0.010799551270573355 -0.085807126254910188 0.018904894293123625 -0.013762520435248841 -0.069310626407117076 0.032313759470861313 -0.011006988348989565 0.088246410857411445 -0.035644763652395141 0.14965752383942063 1.2843344266019905 -0.06064646000641423 -0.0038879685548715071 0.14709692460882082
leaf_weight=143.43195716897026 1742.2785283145495 878.32371838344261 26972.193500831258 7821.9942066445947 3706.6913645272143 532.05040351673961 4154.2901465415489 321.83409251179546 400.48104823427275 282.26131383236498 1.4623799324035633 2411.4054096089676 1022.8755638152361 36.184891308657825
leaf_count=1590 18088 13553 62886 10276 82469 1101 7333 1956 5530 1006 11 16146 1859 17
internal_value=0 0.00310044 0.00705965 0.011561 -0.0410639 -0.0548309 -0.0240616 -0.0255775 0.0300455 0.0875363 -0.0308423 -0.039738 0.0181629 -0.0672185
internal_weight=0 45325.2 39826.8 34794.2 5102.56 4274.93 5032.61 5498.39 827.637 425.693 401.943 4153.68 1344.71 3742.88
internal_count=223821 132097 94048 73162 91724 83587 20886 38049 8137 2596 5541 34234 3815 82486
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=28 169 39 44 170 44 28 93 149 142 50 138 50 156
split_gain=390.787 389.743 522.961 502.4 384.857 368.185 329.569 200.186 154.836 180.785 60.33 45.4906 42.4859 12.2369
threshold=-0.13850173592763976 -0.073064136337180327 -0.015482871319932409 0.017058547246513688 -0.044723364616525423 -0.00095212101383013918 -0.10022382527110472 0.0050477346952685952 -0.50176382306684097 -0.042660377780160866 -0.044507675079706592 0.58026106186415916 0.27792396271546965 0.94939061062798114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 13 -13 -10
right_child=1 2 3 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.15992363029571757 0.077089657273104781 0.00034266613977135176 0.016196104573017383 -0.0070558659855578442 -0.043989732693672116 -0.036747393992024723 0.0092798543283370994 0.09380802700759186 0.0075039058457450087 -0.090797962203880089 0.48015979349024074 -0.11513325946353661 0.12849098684014057 -0.090179584677608782
leaf_weight=13.738642117474228 752.65159728052095 3443.3825694150291 16769.15663287323 20841.548139090883 4540.0750142410398 136.41677664080635 15021.443455581088 844.61431455239654 13.086968803778289 24.045732538215816 10.288452395237982 11.481819752603771 19.00931828469038 638.62597712036222
leaf_count=48 3022 12961 41299 85556 12146 2325 50240 1310 63 374 9 77 7 14384
internal_value=0 0.00316989 -0.00162295 0.00331129 -0.0248685 0.0162122 0.0125154 0.0756537 -0.0704093 0.103051 0.297049 -0.0826325 0.0367512 -0.088218
internal_weight=0 62349.3 45594.2 37610.7 7983.46 16755.1 15774.1 981.031 730.277 48.0728 24.0271 682.204 30.4911 651.713
internal_count=223821 208859 151962 126855 25107 56897 53262 3635 14962 431 57 14531 84 14447
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=15
num_cat=0
split_feature=139 151 46 96 57 14 133 93 182 79 180 196 11 164
split_gain=337.269 448.076 371.65 266.046 252.41 227.685 224.104 225.153 204.974 202.077 181.987 180.047 159.016 111.595
threshold=0.05127429160122414 -0.049371047281393091 -0.083893270833414677 -0.02901480214183122 5.1197903064838801 0.22180229931903875 0.11174430646341098 -0.040402169448220289 0.048707960005778012 -0.1058535820217775 29.560240963855424 -0.11241072985986293 -0.10865720341319203 -0.21056810666255241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 13 6 12 -4 7 -1 -6 -2 -11 -8 -5 -3
right_child=1 2 5 4 8 -7 11 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00400022559091968 1.248978659474212 0.010959533747029217 -0.0025499285661930203 -0.012508953837618381 0.018022481635768833 -0.068165903452487367 0.41156688259090352 -0.059614286750038395 -0.0071635294432510314 0.081163204962570568 -0.049186255553404792 0.036371559327702432 0.049837563196267268 0.091955536589642783
leaf_weight=1813.4114815283101 1.20789484377019 252.71059051365592 7855.7417493889807 485.92052265070379 8326.7128728218377 566.99713951535523 13.140214275568722 1216.1758482034784 5280.4968612738885 110.92853440018371 3109.8204573984258 479.94277322059497 2587.2107033496723 520.38970715692267
leaf_count=12957 43 2077 40132 3004 63039 1111 94 5782 20138 2205 49106 3530 17535 3068
internal_value=0 -0.0121203 -0.000876391 0.00882105 0.0140946 -0.00696703 -0.01615 -0.0263255 0.00824864 -0.0442118 -0.0446968 0.0463702 0.0399794 0.0654796
internal_weight=0 12417.8 9195.84 20203 16680.3 8422.74 3522.67 3029.59 13607.2 3221.96 3220.75 493.083 3073.13 773.1
internal_count=223821 97742 46388 126079 103716 41243 22363 18739 83177 51354 51311 3624 20539 5145
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=166 157 195 186 194 136 77 140 47 109 157 109 34 115
split_gain=1009.9 380.848 406.643 355.834 293.196 237.566 212.564 148.957 120.191 131.238 101.794 72.9721 59.5262 57.1838
threshold=-0.10279249656271604 -0.21441156041075629 0.31569848309797072 23.250000000000004 -0.022896301492756611 0.42044721237818 -0.19200620539325403 -0.14952535988478519 0.078067626485696082 0.19595053647279279 0.31206538356223634 -0.67712838120494923 0.84430175237244975 0.058156881235649611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 9 -1 12 -12 -9 -10
right_child=1 2 3 -5 -6 -7 -8 10 13 -11 11 -13 -14 -15
leaf_value=-0.11081766410040637 0.14933263813427175 0.018208288615298544 0.03349516319239202 0.00041423013524176139 -0.025690140116123052 -0.067879596688361243 -0.015518980577421094 -0.07632580180577575 -0.1044250097985866 0.13350176356765378 -1.4461956679326127 0.051826532660956076 -0.012194853929500964 0.037420933866759674
leaf_weight=155.37690789997578 88.164286743849516 2164.6081606175285 6467.0774401202798 6539.5548807217274 5120.6762426183559 1190.7095897516701 693.2724747073371 2326.7638982598437 31.273529210593551 25.609622108982876 0.32658592611551185 75.393225634237751 154.335028760368 311.59317112993449
leaf_count=881 137 14194 39883 42103 33073 10243 6136 74505 97 152 5 747 561 1104
internal_value=0 0.00219051 0.0062679 0.0168625 -0.012647 -0.0397628 0.00308013 -0.0588977 -0.0103182 -0.0762464 -0.0688509 0.0453654 -0.0723366 0.0244829
internal_weight=0 22264.1 20291.9 13006.6 7285.28 1972.15 781.437 3080.67 523.853 180.987 2556.82 75.7198 2481.1 342.867
internal_count=223821 145769 129253 81986 47267 16516 6273 78052 2234 1033 75818 752 75066 1201
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=157 23 73 19 190 19 106 154 72 73 80 133 100 10
split_gain=528.727 522.819 396.641 407.392 429.115 367.634 332.617 418.362 295.153 234.664 187.481 182.887 105.639 77.4886
threshold=-0.26580055143873454 0.18181418968899668 0.012356419724601395 0.11334029909157846 0.0077459333849727498 -0.48814015694387752 -0.07425537354789262 -0.1314498189994163 1.2166116411983781 -0.30614422450461742 -0.0066864077054899869 0.077289170952122704 -0.00092520032206074921 -0.37203426996654798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 13 9 -8 -7 -3 -4 -12 -5 -1
right_child=2 6 10 12 -6 8 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.1066626598315048 -0.0089538000578684926 0.13198779952153145 -0.078548019652728132 -0.069032939893056353 0.040715719580418412 0.032685302347508521 -0.023129427307204922 0.091703109252963294 0.3146159321879301 -0.039884394989496849 -0.0027155152831675106 -0.039326316703319791 -0.016245891467095857 -0.099148634851101022
leaf_weight=19.724247934296727 4087.8528560096165 82.000376760959625 726.50761074339971 824.32690505345818 3027.625367903267 8092.9405310396105 718.93259316822514 567.86338138859719 37.304366718046367 2543.4297992575448 2283.2151870240923 3390.902453220915 701.93658195971511 252.21487904340029
leaf_count=144 36445 313 28193 34743 18296 32891 2473 2183 194 14015 15618 32966 5128 219
internal_value=0 0.0160933 -0.0118503 0.00212467 0.0121805 0.0301533 -0.0141029 0.0275462 0.0339789 -0.0345163 -0.0307185 -0.0245945 -0.0447559 -0.0842208
internal_weight=0 12314.4 15042.4 8641.74 7115.48 8402.18 3912.23 1286.8 8130.24 2625.43 6400.63 5674.12 1526.26 271.939
internal_count=223821 52432 171389 94612 54741 33448 18984 4656 33085 14328 76777 48584 39871 363
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=26 118 69 14 140 152 126 140 193 14 142 26 49 118
split_gain=810.526 695.337 700.558 1183.85 920.943 270.649 297.86 247.789 109.588 125.106 65.6647 38.8302 112.048 34.3884
threshold=-0.03436913693914443 0.39007965480026002 0.18548957637643734 0.037975584140389804 0.084449993521947972 -0.49937849832923104 0.95472053616364894 -0.19790180863656912 0.82564184711537558 0.64619196369435794 0.21234745905575653 -0.040992962194058569 1.0306439539774337 0.88927559149185431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 10 -10 13 -13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.081722535510504679 0.001420407431075886 -0.20718939545615764 0.014545849917371427 -0.070887125571226048 -0.047705051408461888 0.030453676174932356 -0.007092842888045992 -0.020149992716385609 -0.064632731016958406 0.20564028284251301 0.11873882119008035 -0.047619517612669741 0.37347361956920239 0.010210148215504002
leaf_weight=1426.8610481664073 7908.4519041804597 84.006250463426113 17186.072885020636 1791.020166949369 7374.5848233031575 10667.291622869438 2634.7347722472623 451.5681122019887 97.126088588964194 28.313156696036458 24.443037608638406 251.65645113633946 6.481742236763238 41.882892557419837
leaf_count=61512 64258 61 20909 3402 40866 21067 3168 345 399 20 44 6975 98 697
internal_value=0 0.00129154 -0.00634983 0.00648286 -0.0222843 0.0202106 0.0230168 -0.0494876 -0.0656955 0.0163271 -0.0277635 -0.0728145 -0.037046 -0.079101
internal_weight=0 48097.7 34260.1 18977.1 15283 13837.6 13302 535.574 1876.76 149.882 121.569 1726.88 258.138 1468.74
internal_count=223821 154076 129435 24311 105124 24641 24235 406 69745 463 443 69282 7073 62209
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=15
num_cat=0
split_feature=127 2 19 19 13 197 146 115 30 23 129 136 49 142
split_gain=344.617 401.16 433.233 377.13 274.882 244.776 226.219 225.706 211.532 182.168 181.035 159.215 135.969 115.898
threshold=0.72097717942401085 -0.58272556752203808 0.3714728352665248 0.10540220617215683 -0.36571497284006066 2.8499704491743922 0.67475063617330444 -0.048528519851915419 9.3522348228037462 -0.27397800289713697 1.0239149164403389 -0.025374239673787942 0.45644441643451278 -0.1097258951312645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 9 10 -4 11 -9 -2 -6 -1 -7 -11
right_child=4 2 6 -5 5 12 -8 8 -10 13 -12 -13 -14 -15
leaf_value=-0.042239812155535586 0.10811515993683773 -0.0021159153996088377 -0.042220099727849826 0.018529782635828506 0.046746406703245258 0.079815419393377288 0.033013455005485977 0.12638219681228427 -0.079517753847367506 0.054332167910547784 -0.090366832808157604 0.13802905165796273 0.23161489108169322 -0.10571609704900264
leaf_weight=55.681428417563438 65.734195590019226 44627.928495704196 3301.3396100027021 11035.61656114459 1867.0371819371358 133.77180689573288 454.72494516754523 77.084505638107657 141.46300316601992 55.64072047919035 101.53191639529541 407.9264132976532 105.57555702328682 242.16849748790264
leaf_count=93 18 140988 33209 44883 1821 60 1309 138 449 27 320 117 32 357
internal_value=0 0.000634504 -0.000240866 0.00197721 0.0380177 0.0512846 -0.033112 0.0768843 -0.0068942 -0.0425566 0.0396746 0.116378 0.146774 -0.0758137
internal_weight=0 60101.8 59419.6 55663.5 2571.46 2207.92 3756.06 682.155 218.548 363.543 1968.57 463.608 239.347 297.809
internal_count=223821 221186 220389 185871 2635 2233 34518 797 587 402 2141 210 92 384
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=112 19 96 87 57 155 192 28 139 159 14 139 120 55
split_gain=307.218 299.88 247.084 264.374 252.209 160.5 146.32 134.718 113.939 255.881 143.189 106.683 102.238 97.827
threshold=0.45541359026687861 0.38568795828663544 -0.02901480214183122 0.056007208112856519 4.9805023343744228 -0.10554735489930737 15.503546348855588 -0.037932143384363265 0.25808724423637813 1.0071987119012522 0.12405969067894351 -0.37509158881980686 0.12439520280188512 -0.063256107249681295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 8 -8 10 -10 -2 -3 -7 -9
right_child=6 5 4 -5 -6 12 7 13 9 -11 -12 -13 -14 -15
leaf_value=-0.02821729389824261 0.14878887469342417 0.33934582603193075 0.025986989875639407 0.11579498641264206 -0.00075887409800690878 -0.070054105000537811 0.089142100887643655 -0.014184182875213806 -0.027647591778873926 0.53834500852585998 -0.016728621393140127 -0.01537572145878654 0.046823583943079575 -0.053082903622770121
leaf_weight=3612.7354099000804 120.78097882238217 8.5866508241742832 4423.6284946028609 132.1356881109532 17369.83290197968 77.065686835441738 83.560626338468865 986.74408128496725 355.70017311756965 8.1710822535678727 92.137485202401876 673.16602547164075 2594.4489584581461 1875.1612497019814
leaf_count=25025 558 88 34103 1254 109568 475 1352 5401 2177 91 277 2323 27283 13846
internal_value=0 0.0042843 0.000592611 -0.0231359 0.00466999 0.0324001 -0.0269975 -0.0360168 0.0190609 -0.0149377 0.0771635 -0.010908 0.043452 -0.0396712
internal_weight=0 28891.6 25538.3 3744.87 21793.5 3353.27 3522.26 2945.47 576.79 363.871 212.918 681.753 2671.51 2861.91
internal_count=223821 200119 169950 26279 143671 30169 23702 20599 3103 2268 835 2411 27758 19247
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=67 118 189 52 154 13 121 8 112 66 113 111 9 195
split_gain=899.354 572.12 288.332 332.928 284.619 264.05 236.292 193.326 150.878 80.266 51.2447 51.1365 36.2903 33.809
threshold=0.0027328094278361004 0.031415806271777376 34.500000000000007 0.56674980854061163 -0.22637429797707351 0.098836029096253414 0.28533610164649431 0.86160164484728041 -0.20648510778304127 4.8881542369992292 -0.30069041956566961 0.068153971453518716 -0.27232753793059322 0.31907656266161472
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 13 -11 12 -10 -1
right_child=1 4 3 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.068559484604275578 0.01780893844650994 0.015012279665961021 -0.0088672479950141596 0.0460176854871139 -0.050774815203845206 -0.010190022236786295 0.061655508710642487 -0.040959130388101506 0.37823823236769494 -0.071170344892282592 0.066713293678321489 -0.077425784444462298 -0.0048279505870274615 0.0033088712421743939
leaf_weight=190.0379333095625 3328.1825417466462 3440.474494231632 5247.0122470040806 1400.1259889756329 2916.8051255244063 3559.3290596466977 1948.7273137611337 751.98216160107404 2.5658812595065674 33.041585297323763 146.29843765171245 1912.0088388691656 68.399173319572583 99.849540567956865
leaf_count=1407 14966 12046 25087 10290 21571 14059 9222 1992 152 146 773 109763 1022 1325
internal_value=0 0.00149624 0.0165485 0.00269349 -0.0153273 -0.0284691 0.0340012 0.00497294 -0.0622659 -0.0112739 0.0413096 -0.074332 0.00902256 -0.043805
internal_weight=0 22592.6 11924 6647.14 10668.6 6476.13 5276.91 4192.46 2452.2 469.227 179.34 1982.97 70.9651 289.887
internal_count=223821 109233 59565 35377 49668 35630 24188 14038 114588 3651 919 110937 1174 2732
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=140 15 74 79 66 127 127 20 145 62 95 161 145 166
split_gain=441.442 372.514 335.109 293.518 277.301 262.356 232.967 103.055 53.167 32.6929 44.1677 32.6323 29.7465 23.2744
threshold=-0.13884446298304551 1.3907985043381823 0.044446086099410032 -0.050034097006161925 0.65556446683080549 -0.31378364118895385 0.025319081247705048 0.038654787508342586 -0.19998220313578127 -0.12885670022556897 0.13587090880421024 -0.20192053091382076 -0.15299164788337619 -0.11100161733677473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 7 -4 -3 -5 -2 9 -1 -11 12 -10 -13
right_child=1 2 4 6 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.069446763768518396 0.086827320711145239 -0.036838231968551322 0.065821928041983585 -0.033790617019740142 -0.007754338846875871 0.030910684661521831 -0.0018276603665250209 -0.032070157442203942 -0.17549247181624111 0.11029756669093038 -0.085759604001017786 -0.025416467901282755 -0.016820831025467286 -0.074924114430843736
leaf_weight=34.813346804585308 385.75755756045692 615.56455546035431 551.24945825547911 4143.2400717402343 7239.0702751636272 8001.5323640459683 5071.6660564013291 89.88599212653935 52.994548244401813 39.960149393882602 16.128122866153717 110.32726358016953 15.205075736623256 681.67044108803384
leaf_count=480 2389 5126 1900 22644 37869 50536 28244 3661 74 357 66 1358 101 69016
internal_value=0 0.00330088 0.0124826 -0.0122449 -0.00254802 0.026071 -0.016199 0.0643584 -0.0660572 0.00667416 0.0539215 -0.0737431 -0.140117 -0.0680276
internal_weight=0 26098 16407.4 9690.55 7790.32 8617.1 9214.91 475.644 951.099 90.9016 56.0883 860.197 68.1996 791.998
internal_count=223821 152369 95431 56938 39769 55662 50888 6050 71452 903 423 70549 175 70374
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=64 148 181 35 13 154 112 51 21 124 187 100 63 19
split_gain=748.862 493.348 437.695 469.314 219.577 539.062 224.861 216.406 181.751 163.151 51.5505 90.6463 47.2227 38.2234
threshold=-0.0092450793545750844 0.46585557966381164 -0.079827562824848486 0.19681490110973654 0.54328105332306709 -0.46023950022962484 0.39142267717133472 7.5236742503463736 0.23758879055928014 0.17824035914470973 0.88761434734158451 0.040506957062693673 0.45291870775686099 -0.23427455624712493
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 12 13 -12 -10 -1
right_child=1 4 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.041035641964730904 0.046810420832159541 0.013390055157386822 0.0048629356180208043 -0.022190089355802189 1.5464776516973144 0.16020570013040847 0.059333702089187514 -0.073118421523312202 -0.072166270998733115 0.16711699308780709 -0.092031711791567022 0.21054343667582778 0.11413427374526181 -0.077632334817692494
leaf_weight=350.37345565576106 172.24655185313895 2892.2637811840978 33406.089774337132 7935.9244625340216 3.0649508740752927 33.080636880360544 1686.4250869806856 1189.5526948610786 78.650882388697937 63.441784935072064 22.047884596511722 17.971694544889033 16.451714858412743 1538.8725920366123
leaf_count=12318 551 7535 86522 22929 17 137 2009 13911 1299 93 85 46 11 76358
internal_value=0 0.0011891 -0.00216755 -0.000330105 0.0322501 0.277754 0.030312 -0.0579493 -0.060008 0.0429152 -0.0684661 0.0438465 -0.0399383 -0.0708452
internal_weight=0 47318.6 42703.8 41342 4614.83 36.1456 4578.69 1361.8 2087.81 158.544 1929.27 40.0196 95.1026 1889.25
internal_count=223821 133611 123913 109451 9698 154 9544 14462 90210 1403 88807 131 1310 88676
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=90 29 98 189 82 95 129 86 122 190 110 187 60 128
split_gain=343.123 357.68 593.441 475.425 347.124 258.679 225.994 135.74 129.186 230.321 122.988 20.7016 14.6612 5.77289
threshold=-0.071425235837658071 -0.11441128060287216 -0.047232792641994183 33.500000000000007 -0.25776224758160332 -0.16379719382484884 1.0124726375080919 -0.19829734581571809 0.42594720017870147 0.21700541243293608 0.17641317980625079 1.746051769843546 0.34655729386491335 0.1992431489289517
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 7 12 -1 10 -10 -7 -8 -2 -9
right_child=1 2 4 -5 -6 8 11 13 9 -11 -12 -13 -14 -15
leaf_value=-0.091471630178260988 0.08325910786910648 -0.065577804817740407 0.093260296284576161 0.098662583634517811 0.0018285578485440759 -0.095171148841093206 -0.086484480070069522 0.066340198532050018 0.25466485844246828 -0.096278064366867783 0.0099439061729670302 0.04210255543180548 0.23278916623595994 0.12108723286747106
leaf_weight=43.949304532725364 9.2391695887781697 211.26618099259213 418.18132448382676 1063.2832283293828 58870.215911492705 808.51553464401513 607.91418015025556 23.404648060444742 32.805810536723584 43.494992511812598 129.08053054939955 12.783403938636182 22.587793676182628 108.78260377421975
leaf_count=695 103 2992 1342 5682 187680 10925 12786 96 390 163 904 16 10 37
internal_value=0 0.00313139 0.00392483 0.0714385 0.00247346 -0.0510844 -0.07051 0.0607752 -0.0705169 0.0546111 -0.0806998 -0.0838362 0.189382 0.111394
internal_weight=0 61215.5 60562.9 1274.55 59288.4 1190.03 652.525 176.137 1013.9 76.3008 937.596 620.698 31.827 132.187
internal_count=223821 210611 197696 8674 189022 13210 12915 828 12382 553 11829 12802 113 133
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=139 152 46 139 23 60 48 180 195 34 153 34 195 159
split_gain=296.7 565.738 320.069 245.399 223.002 288.653 247.308 207.9 201.326 198.591 185.905 185.812 184.497 114.336
threshold=-0.031984327921221266 -0.021896924645049227 -0.085886465836241085 0.14584455618807818 -0.039690227453240128 0.21102278838788882 8.472473627006389 30.415662650602414 0.31331459063104533 -0.012789787310653973 0.093402152308386846 0.050394624354608043 0.26824481143449769 2.5094586924547815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 11 -4 5 9 13 10 -7 -1 -2 -3 -8 -6
right_child=1 2 3 -5 6 8 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.07485635366241182 0.0078884172188773034 0.075774063267471242 0.019005833054470136 -0.013293226321171473 0.049406975577716616 0.22317632789582098 0.039246753109665959 -0.037731955414514365 0.035723258128915657 -0.01229869466378368 0.20248654106756689 -0.41863049451110901 0.0012416123702089707 -0.099040499566343837
leaf_weight=273.75128139788285 245.47444160212763 699.57682942517567 4148.5204199883156 5432.8270066488767 2558.0449045626447 87.615612884052098 1679.5597578962334 5601.468769984087 165.55883352644742 5814.355103794951 61.364687500521541 7.6851827502250663 5333.676161957439 52.958446021191776
leaf_count=5093 3379 5560 19816 29475 17182 693 10433 60918 1227 36616 638 5 32656 130
internal_value=0 -0.00867904 0.00548362 0.000691582 0.0105309 -0.00402898 0.0201242 -0.0333416 0.100595 -0.00837977 0.0468061 0.0704018 0.0103432 0.046396
internal_weight=0 16196.9 10288.6 9581.35 15965.5 6341.28 9624.24 5908.31 253.174 6088.11 306.839 707.262 7013.24 2611
internal_count=223821 119791 54856 49291 104030 43629 60401 64935 1920 41709 4017 5565 43089 17312
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=67 152 13 100 130 155 22 112 189 195 44 23 13 114
split_gain=800.275 493.482 428.492 315.513 299.11 310.942 167.974 148.366 139.369 84.9145 62.8984 53.541 52.4596 9.69322
threshold=0.0027328094278361004 -0.10351935301681786 0.076153542086490916 -0.33880570026818468 -0.211734895227842 -0.13520044561895492 0.035927911376988829 -0.15167291716976419 36.500000000000007 0.25067788484122211 0.28570040852606432 0.046714487078490317 0.43365794077892111 15.622633784179639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 -6 -4 9 -3 12 13 -11 -1 -9
right_child=1 4 6 -5 5 -7 -8 10 -10 11 -12 -13 -14 -15
leaf_value=-0.10158533266713909 -0.68759148722066665 0.045800138297666833 -0.056817188824574531 -0.046795215484432981 0.018900057168755816 -0.016281618657975536 0.0064810619973971464 -0.079055131723259689 0.0099375926673621121 -0.009453107972112863 0.29348351317040861 0.090413656849331919 0.045467171240377378 -0.04605148998435582
leaf_weight=147.20459168870002 7.7030382156372061 2950.0983611489646 467.59238916216418 3079.3462438768474 5226.2824405040592 4837.3775264673168 4053.8850396932103 1590.763260388514 1712.782516987063 373.93030982743949 4.5898029096424571 62.683185889385641 29.046267207711935 94.263949745800346
leaf_count=1319 5 15075 1990 16941 17487 30298 16543 104196 10894 5759 14 419 381 2500
internal_value=0 0.00100575 -0.0196739 -0.0483942 0.01169 0.00198901 -6.49798e-05 -0.0609136 0.032627 -0.0187653 -0.0762019 0.00488444 -0.077351 -0.0772088
internal_weight=0 22335.1 7608.53 3087.05 14726.5 10063.7 4521.48 2302.48 4662.88 612.864 1689.62 436.613 176.251 1685.03
internal_count=223821 109233 35479 16946 73754 47785 18533 114588 25969 7878 106710 6178 1700 106696
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=157 19 107 23 73 190 121 19 157 142 101 165 154 163
split_gain=450.697 465.694 546.525 381.265 325.005 357.108 315.065 307.968 302.92 207.55 156.087 150.663 130.102 62.1319
threshold=-0.26580055143873454 -0.34317746996007453 -0.055290351322549745 0.17075144016964236 0.078001642169684623 0.0077459333849727498 -0.19900094316268577 -0.20121042461369729 0.059421356971489675 -0.046365927934576626 -0.024257608420039021 0.20310613360104071 -0.049836053227064185 -0.17266368055314837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 7 -1 -2 -7 -4 13 -12 -8 -6
right_child=4 2 9 -5 10 8 12 -9 -10 -11 11 -13 -14 -15
leaf_value=0.08899624979719821 0.036193214621599003 0.022255494298237449 -0.020241617478694553 -0.02532008343628946 -0.15618976702759613 0.02814116124635245 -0.076707891000811754 -0.027973195797704242 -0.062267933720175112 0.064597842336442515 -0.012489095865078509 -0.051349618375726325 0.0480341018708213 -0.068006121895028124
leaf_weight=152.18721484206617 888.68124083976727 5275.2814271049574 320.31690124701709 2474.6314177269815 113.68553557782434 4102.8347738593584 918.03600485483184 4724.3196261503035 407.39782110904343 2889.8338748376118 2583.4874343080446 1625.3322341189487 91.98824293166399 268.83996396930888
leaf_count=1032 14441 19753 1605 13485 236 17344 2052 63386 19083 13952 10952 28102 553 17845
internal_value=0 0.0150534 0.021436 0.0070641 -0.0109867 -0.000977886 -0.0451363 -0.017814 0.0199747 0.0561323 -0.0330546 -0.027496 -0.065347 -0.0942141
internal_weight=0 12122.3 10960.1 7749.91 14714.6 10123.2 1162.21 5613 4510.23 3210.15 4591.35 4208.82 1010.02 382.525
internal_count=223821 52432 48795 33238 171389 114254 3637 77827 36427 15557 57135 39054 2605 18081
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=134 73 2 163 11 148 89 28 193 178 23 19 85 102
split_gain=691.931 509.456 1035.99 688.57 495.91 392.148 384.464 359.053 119.262 95.8996 67.8232 46.7895 45.3599 34.6746
threshold=-0.037034288180468854 0.5409197164810402 -0.2150169358584513 -0.32577526804155738 0.053519455084203714 0.79543638230996117 0.1351678743518481 1.2368161529581758 0.82564184711537558 -0.11180808760670094 -0.055778420385315448 -0.50757993847503047 0.23006295870402116 1.7645556207350284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -4 -5 -3 -2 11 -10 -11 12 -1 -13
right_child=1 3 4 5 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.081594257811655468 -0.045345411415893905 -0.10694853054092568 0.018061469200658549 0.0044910430011976124 -0.013241420163703178 0.071860930475720661 0.092262521497231798 0.043245320516168619 -0.090710849846764752 0.12450355238927097 -0.10636389336463369 -0.079100670104205226 0.13710110748891963 0.094536994338836694
leaf_weight=17.842293745838106 7001.4797367407009 104.10775202140212 11200.71411219961 17095.099424737971 9232.7169634061866 910.00143556296825 1395.1987978816032 489.47346354462206 48.175187984015793 73.448871025815606 15.391388279385863 1397.2702956704888 20.245481887832284 11.596113152801989
leaf_count=899 26975 76 53216 21030 52797 1056 994 649 264 121 75 65652 8 9
internal_value=0 0.000916918 -0.00774486 0.013318 0.00391746 0.00789601 0.0784299 -0.0395567 -0.0662711 0.0228992 0.0845063 -0.0747148 0.0346528 -0.0776715
internal_weight=0 47428.8 27924.4 19504.4 20433.4 18005.1 1499.31 7490.95 1583.97 137.015 88.8403 1446.95 38.0878 1408.87
internal_count=223821 156793 133637 23156 106013 22086 1070 27624 67028 460 196 66568 907 65661
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=15
num_cat=0
split_feature=129 164 117 72 146 102 166 168 31 131 53 143 128 193
split_gain=338.424 692.265 405.907 361.784 436.024 336.977 323.872 391.8 315.313 274.768 266.423 213.394 251.364 213.219
threshold=1.0153701820172836 -0.31090517134687129 0.14967380992533899 1.1032084393894241 -0.020759769702137717 0.18272200284975698 -0.31084087868814486 9.0037558026617592 -0.086887683215315106 -0.60381306137301372 -0.066916569668918055 -0.047284260684822416 0.053604431331799866 0.019334625980700518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 5 -5 -4 13 -8 10 -10 -3 12 -1 -2
right_child=2 8 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.10851931767981141 0.022108209280310855 -0.032258511630299344 0.017315921454957809 -0.020601473267779918 0.092412839925689924 -0.0062316164197799475 0.036145291632583225 -0.028506976405026654 0.046028305331506862 -0.058730270435468336 0.068851833774370527 0.052893566927659334 0.067591470834963738 -0.029161995806325443
leaf_weight=197.13614351116121 1425.2876659920439 627.25910648750141 7424.1649216986261 554.40411773696542 888.48224349692464 33498.429533079034 8670.0981185245328 1050.9615247098263 268.98164779320359 3618.9929813465569 445.8309692426119 1378.1152107398957 137.62600259110332 1882.4651693347842
leaf_count=1173 4455 3438 40451 927 2012 91086 21180 5822 3465 36843 5526 2301 289 4853
internal_value=0 -0.0193138 0.00452267 -0.000224416 0.048989 -0.00195963 0.0199587 0.0291556 -0.0382381 -0.0514828 0.00974926 0.0354974 -0.0361174 -0.00707002
internal_weight=0 6673.94 55394.3 42365.5 1442.89 40922.6 13028.8 9721.06 4961.06 3887.97 1073.09 1712.88 334.762 3307.75
internal_count=223821 53035 170786 134476 2939 131537 36310 27002 49272 40308 8964 3763 1462 9308
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=160 29 8 189 55 159 77 140 136 13 49 14 182 166
split_gain=264.126 330.413 293.982 230.161 222.257 178.16 174.842 168.579 142.048 162.451 50.781 47.6147 45.0203 40.128
threshold=-0.11069363017895538 -0.16294179480064058 0.48559422444853545 29.500000000000004 -0.0018447335436855632 0.30173490508624456 -0.35914641964089722 0.58384300121466925 0.014494627687790588 0.053837876142878126 1.0306439539774337 0.76746035660677558 0.48063097230941021 -0.34331387402470276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 5 -5 -3 10 -8 12 -10 -2 13 -4 -1
right_child=2 3 8 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.043444983379562568 -0.080710891690830053 0.01984773481247333 -0.07679309409721119 -0.0098175115495463816 -0.048607221737857614 0.19403829365294376 0.012583359240237336 -0.031595038123771547 -0.041672393293387788 0.0069902200811262864 0.16997541776707112 0.34851460172335291 0.29243019925775637 0.1104168073865999
leaf_weight=18.634121953742579 246.9519785232842 504.9040330091957 454.29934345278889 3477.0199263725663 2568.1751396789914 66.443312538787723 20647.226353693986 901.45338502526283 1206.7847500233911 1589.6993173696101 8.3538820631802064 7.7808626666665068 3.3265875522047272 187.62308948743157
leaf_count=845 1174 6375 2719 37118 28486 440 120727 5765 8865 9890 195 39 27 1156
internal_value=0 -0.0166069 0.00557611 -0.0205627 -0.0262965 0.0401048 0.00976052 0.0107352 -0.0224613 -0.0140095 -0.0725082 0.105677 -0.0741091 0.0965163
internal_weight=0 6830.58 25058.1 6616.54 6045.2 571.347 21804 21548.7 3254.11 2796.48 255.306 214.038 457.626 206.257
internal_count=223821 74459 149362 72419 65604 6815 127861 126492 21501 18755 1369 2040 2746 2001
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=15
num_cat=0
split_feature=166 118 115 95 176 180 34 14 195 170 34 118 154 181
split_gain=804.369 389.321 342.646 272.418 236.824 196.114 178.097 141.843 117.059 76.112 72.2921 73.1842 56.7271 50.3418
threshold=-0.10279249656271604 -0.15083934627628734 0.020123917735721333 -0.0043416891266043816 0.08123933194579698 35.525435073627854 0.38170679546585912 0.11485357422388789 0.26692558469937849 0.025999496821405906 0.69163724385891989 0.16818123417310532 -0.27851255063409236 0.26526335969594672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 8 -7 10 -2 12 -1 -12 -9 -11
right_child=1 2 3 -5 -6 6 -8 9 -10 13 11 -13 -14 -15
leaf_value=-0.071917974101889673 0.010951167572037302 -0.08106334326384701 0.019948074766853296 -0.0080881607117914891 8.6355525027106808e-06 -0.0048395780979798089 0.057133490186324166 -0.28933850146650569 0.079323998246029315 0.035198609202777287 0.051623701847788021 -0.074078085085992756 -0.05503001605976357 -0.055209571733878818
leaf_weight=2036.2896517376648 332.58882538299076 923.20009090390522 4939.4044379885308 11616.453465052531 590.96562337363139 1529.7596771650715 665.42292881663889 11.619286619126795 1013.3147861507023 285.44616573071107 99.62016975262668 86.561310809105635 93.317279688781127 78.535998562350869
leaf_count=73985 2454 42576 22711 48159 5077 11859 6401 39 6532 1204 384 414 1866 160
internal_value=0 0.00205358 -0.00388803 0.00027639 -0.0494217 0.0323734 0.0139462 -0.0559195 0.0624283 -0.00594088 -0.0664645 -0.0068188 -0.0809742 0.0156913
internal_weight=0 21611.1 18070 16555.9 1514.17 3541.09 2195.18 2691.39 1345.9 468.919 2222.47 186.181 104.937 363.982
internal_count=223821 145769 118523 70870 47653 27246 18260 78052 8986 3269 74783 798 1905 1364
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=15
num_cat=0
split_feature=44 184 110 130 171 122 94 4 31 154 183 88 178 161
split_gain=432.204 339.154 496.698 346.493 368.992 332.575 291.988 306.467 284.759 218.415 154.765 151.919 144.645 99.0108
threshold=-0.12613775151830398 -0.024190458504142299 0.34009748796484562 -0.055794582392054683 0.41400179592326597 -0.24289893623795736 0.019888418481477786 -0.029712839586704936 0.025869349834236315 0.25553861844558395 1.8731552225160808 0.010994703931128705 -0.080471219757922027 -0.45231069613209934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 4 -2 -3 7 9 -5 -1 11 -8 -4 -9
right_child=1 2 12 8 -6 -7 10 13 -10 -11 -12 -13 -14 -15
leaf_value=0.083733635450574995 -0.087973448850565517 -0.033381706174945881 -0.003201135488214948 -0.023148360803963781 -0.010293059546170401 0.019287980295232713 0.0068097042658996553 0.10412881871388587 0.03825213068082562 0.019051464720085842 0.12062054928930627 -0.065416290585732978 -0.041270875559585946 -0.034585980850672639
leaf_weight=1621.7860920907697 1390.0036085932516 1354.5681729969801 1615.2662491597002 2621.4495289062615 1091.8134024927858 10429.175810581073 926.12606322858483 57.49244648963213 1061.0443666670471 769.87129426293541 88.473588263848796 424.80153226025868 2611.7898708186112 490.09040188975632
leaf_count=11275 6895 4380 5119 23206 40793 89696 3017 473 10785 4719 361 1241 19995 1866
internal_value=0 -0.00498929 0.00268434 -0.0249203 -0.0537999 0.0132335 0.0293906 0.0474618 -0.00545691 0.0629125 -0.00751046 -0.0159019 -0.0267235 -0.0200219
internal_weight=0 22175.1 16010.8 6164.31 2481.82 11783.7 4378.64 2939.24 3682.49 2391.66 1439.4 1350.93 4227.06 547.583
internal_count=223821 200869 119190 81679 47688 94076 22952 18333 33991 15994 4619 4258 25114 2339
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=15
num_cat=0
split_feature=184 127 73 96 73 51 180 22 169 126 159 163 131 177
split_gain=652.717 487.976 439.049 675.139 386.687 320.484 300.289 204.129 178.941 149.035 145.844 135.564 123.57 71.1162
threshold=-0.023244407881258328 -0.43500472786629224 0.72194269223037066 0.93542215263248596 0.071866904631929032 13.361414746370986 33.384872824631863 0.20065312777687203 1.8952941875805489 0.88200670411823734 0.059816548668888483 -0.18153550453015935 -0.22625147565084211 -0.025411570471959233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 12 7 -4 13 10 -9 -7 -6 -2 -1
right_child=1 2 6 -5 11 8 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.084690902013828631 -0.049687507430315116 -0.00058823155843744455 -0.041429171640927527 -0.048373265374955204 0.14532548623516447 0.032910611506765323 0.021801431489363653 -0.095167663094091373 0.10214232062070479 0.057565087385691042 -0.059054155013866044 0.06596358336328588 0.17830779376594763 0.04589159171162481
leaf_weight=220.2612173082307 335.80494763702154 27808.354755988694 808.63892940059304 3308.4875772697851 280.06569234095514 181.85338405705988 10551.145828794688 71.082296730484813 74.672086788341403 631.29748234408908 3332.4261588316876 929.87895828019828 25.582786763552576 51.447524416726083
leaf_count=2834 5587 106258 759 4707 158 4233 12154 640 102 1342 82154 2368 106 419
internal_value=0 0.00249827 0.000473878 -0.00566896 0.0572222 -0.0372337 0.0173004 0.0136362 -0.0510404 0.0421082 -0.0542953 0.0843335 -0.0335476 -0.0599654
internal_weight=0 44048 42476.6 31116.8 1571.33 4563.04 11359.8 974.089 3588.95 702.38 3514.28 1209.94 361.388 271.709
internal_count=223821 132097 123878 110965 8219 91724 12913 5235 86489 1982 86387 2526 5693 3253
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=15
num_cat=0
split_feature=188 166 142 190 127 2 32 126 85 21 13 158 154 87
split_gain=340.618 496.872 342.989 347.822 254.473 265.191 231.395 155.403 195.568 184.663 51.0609 105.014 39.2662 2.34692
threshold=0.69503007383105386 0.3669154119179176 18.739160603096369 0.13314141777617722 -0.35023827329797835 0.92361469962194953 3.2082693816645498 0.92235881965169553 0.07651022776731238 0.017909047265880555 -0.34611840075948458 -0.27850236976740489 -0.28767382945493097 0.12475035763163818
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 9 -9 -3 11 -2 -7 -12
right_child=4 7 -4 -5 5 12 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.0064453640304037666 -0.095016055122213061 0.84373715532391391 0.36586844060849139 -0.011464144814788106 0.013782672569227387 0.25122601820955881 0.091649964936459646 -0.094196284562571397 0.014607051951466646 -0.082201880864948951 -0.10359995625431301 0.15953079048985286 0.12540528813225429 -0.083712234430328339
leaf_weight=27627.718207151862 42.426473416388035 2.1584728928282848 25.555711841210723 17850.361828366993 13620.734536980744 42.441286593675613 392.63199912477285 243.15457511506975 515.3002347596921 1004.3022920177318 143.42884136736393 26.225710310041904 59.684398323297501 101.20739102410153
leaf_count=143479 138 48 22 40939 14836 11 348 2770 1281 19334 170 19 33 393
internal_value=0 -0.00239758 -0.000378396 -0.000584203 0.015156 0.0171345 0.0159644 -0.0544568 -0.0202744 -0.0802161 -0.0739858 0.00222298 0.177694 -0.0953723
internal_weight=0 47268.6 45503.6 45478.1 14428.8 14115.5 14013.4 1764.92 758.455 1006.46 313.288 68.6522 102.126 244.636
internal_count=223821 207873 184440 184418 15948 15228 15184 23433 4051 19382 720 157 44 563
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=15
num_cat=0
split_feature=12 151 114 77 77 41 180 106 195 49 171 81 139 53
split_gain=252.037 312.878 212.279 205.647 183.826 158.848 139.726 127.792 131.12 120.623 63.7303 60.8769 50.3803 38.1327
threshold=2.2447837819449989 0.15229376762789218 20.110051268876344 -0.35914641964089722 -0.14298478071964868 -0.078181596944644924 27.537483266398933 -0.11610337030763947 0.43695635182290221 -0.061103474129810084 0.5743924011999485 0.91675373353872447 0.0095781860976646531 0.90295243677515569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 9 -7 12 -9 -3 13 -12 -1 -4
right_child=2 5 10 4 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0070741004530305409 -0.078270353753674263 0.12253269904331038 0.10971087300842448 0.037787614103117539 0.0070191543389797745 -0.080483165452698083 0.0082932169479722363 -0.032171512511896164 0.01227935966988652 -0.052568642124973121 -0.033543381908305421 0.10119064723688001 -0.054483609862843688 -0.060728225224679612
leaf_weight=143.46562697528861 266.31215791869909 193.68299048021436 52.10097684385255 2162.0858743265271 19054.829319582786 188.17885940894485 3063.6815195661038 1948.0063424817054 1006.4637571080821 49.369829275412485 1664.617008198984 34.224438842851669 1814.295650111977 17.548025679774582
leaf_count=777 1101 1261 401 14432 117398 685 14430 20829 13369 334 15956 327 22378 143
internal_value=0 -0.0138866 0.006317 0.00905844 0.0101546 0.00898441 0.0031559 -0.0301586 -0.017029 0.0869654 -0.0269853 -0.0308291 -0.0499726 0.0667688
internal_weight=0 8407.14 23251.7 21483.2 21216.9 3494.91 3251.86 4912.23 2954.47 243.053 1768.49 1698.84 1957.76 69.649
internal_count=223821 74063 149758 132931 131830 16710 15115 57353 34198 1595 16827 16283 23155 544
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=15
num_cat=0
split_feature=166 118 154 152 77 180 52 195 28 116 65 155 62 110
split_gain=722.635 354.766 353.138 306.151 246.726 233.014 268.111 264.491 208.095 131.243 155.856 85.0253 24.2633 15.6186
threshold=-0.063663680295569403 -0.027642118416887646 -0.043038648744979688 -0.078841957544469196 -0.015741103707451427 35.846720214190107 0.55026397323604814 0.27096273209753341 -0.052517474536286822 0.012090131500825925 -0.013487230012449678 -0.45492914342064045 2.1497098472114753 0.46368590888635158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 9 7 -7 -2 -4 13 -11 -6 -13 -1
right_child=1 2 8 -5 11 6 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.091640301991780526 0.0006170220748679165 -0.019392722124952584 0.0060111603735071286 0.018190652263556605 0.34241853283459311 -0.0067812555947587422 0.04965566931098947 0.057251582206921697 -0.056382737330138377 0.023091293557961398 -0.038176620144167457 -0.075129712355651745 0.14354863371909571 0.16309292679983339
leaf_weight=243.14560499798972 1258.8093046285212 3902.0547609918285 729.57663414021954 4875.6168035690207 4.906646237242966 4126.2718444424681 1057.4885615576059 2390.6615535328165 1999.5208639128832 749.38917932414915 931.05201317241881 1672.3811001654249 5.0892931621056041 2.4310313204769036
leaf_count=10402 8578 12721 9909 17813 36 30990 9336 15306 30445 3275 3974 70801 79 156
internal_value=0 0.00328619 -0.00828501 0.00148322 -0.0452723 0.0183596 0.00473189 0.0377167 -0.0397028 -0.0208334 -0.0108543 -0.0732504 -0.0744663 -0.0891186
internal_weight=0 20340 11506.8 8777.67 3608.39 8833.23 5183.76 3649.47 2729.1 1926.02 1680.44 1682.38 1677.47 245.577
internal_count=223821 135098 70888 30534 88723 64210 40326 23884 40354 17807 7249 70916 70880 10558
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=13 73 138 67 13 72 58 115 161 64 89 106 118 28
split_gain=388.285 362.831 387.492 432.152 332.663 295 267.939 182.735 164.011 125.263 124.934 117.224 78.5365 67.0185
threshold=-0.03336503959441136 0.0085883392929059291 0.37608688107992855 -0.10297868145645432 -0.31587373355934428 1.0248136159082504 -0.21750709311700575 -0.18374306406647953 -0.2628877432868103 -0.018752844498906535 -0.0078912690582711754 -0.07425537354789262 -0.12697741230762902 -0.16859172016010901
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 11 -7 -9 -11 12 -2 -13
right_child=7 5 3 -5 -6 8 -8 9 -10 10 -12 13 -14 -15
leaf_value=0.068063863254896426 0.13025344552250107 -0.075757207366975665 0.072477649220157189 -0.014690833161896824 0.018984784514877059 0.18819243490059578 -0.0063575869535189983 -0.07448521617561342 0.034616422584872804 0.02718867855282292 -0.041427496491133579 -0.10687436147132374 -0.06505294878958448 0.069650225229430332
leaf_weight=1958.0335458163172 23.466487916768529 586.69717662909534 653.79305707197636 4372.1348638772033 4686.7732694733422 109.22375343274325 10743.244417489041 874.58867210068274 191.38901020551566 331.58776068803854 1328.4560064755497 23.128807613276877 167.91762221732643 306.75867738621309
leaf_count=11752 391 1363 3580 11006 23889 467 49258 46087 2465 13976 54160 541 926 3960
internal_value=0 0.00514291 0.0175999 -0.0033516 0.033447 -0.00735712 -0.0099513 -0.0327681 0.0904163 -0.0438577 -0.0277217 0.021154 -0.0411055 0.0572739
internal_weight=0 23301.3 11670.7 5025.93 6644.81 11630.6 11329.9 3055.9 300.613 2534.63 1660.04 521.272 191.384 329.887
internal_count=223821 103780 50227 14586 35641 53553 50621 120041 2932 114223 68136 5818 1317 4501
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=134 151 95 157 140 82 68 193 151 31 19 66 102 85
split_gain=603.93 496.07 796.449 699.797 766.493 693.694 495.071 107.438 102.819 73.6012 47.0379 41.5648 39.3082 38.8771
threshold=-0.037034288180468854 -0.10751280960822673 0.029504814227167043 -0.13152278155664596 -0.12792432807404111 0.26825965447560302 0.36140846753229777 0.95117711803148153 -0.044111783793733511 2.9301579928204728 -0.50757993847503047 4.3320307096299304 1.7645556207350284 0.23006295870402116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 5 -5 -2 -4 10 11 -3 13 -9 -12 -1
right_child=1 2 6 4 -6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.081449728064717328 -0.037532591296149727 -0.069093250453166569 0.0041413596572128951 -0.012362231480411082 0.074691733426506465 0.014258951741356024 -0.030112188343625258 -0.022786317175315488 -0.092812413683466058 0.1945097957371868 -0.077708184722999507 0.15472512191933141 0.093505425568397929 0.12613607921015496
leaf_weight=15.618399840430355 3362.6899608729873 2045.0085617464501 20172.377707700012 1486.8033844365273 3163.2886079193559 11198.521965526976 5335.4814409986138 18.027120653074235 41.686847144272178 10.64728906098753 1282.9929747572169 49.168881986290216 13.550960399210451 21.361017063260078
leaf_count=905 25259 51359 39856 10906 7184 12095 9992 120 168 142 65768 48 10 9
internal_value=0 0.000748539 -0.00784904 0.013084 0.0468574 0.00229848 -0.00302346 -0.0649483 0.0305634 -0.0677279 -0.0727469 0.107103 -0.0759187 0.0384614
internal_weight=0 46774.8 27563.5 19211.3 4650.09 14561.2 25507.9 1442.41 108.883 2055.66 1333.52 67.196 1296.54 36.9794
internal_count=223821 156793 101349 55444 18090 37354 49848 67028 336 51501 66692 168 65778 914
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=65 132 97 100 154 114 28 121 193 137 106 16 20 154
split_gain=316.144 464.809 398.137 661.106 504.623 399.918 378.298 373.457 362.974 350.602 328.393 272.477 203.234 315.488
threshold=1.4777338523735117 0.13681814462302344 0.22819739500403788 0.60332526233768324 -0.26949383697380269 13.674991072652162 0.062073248263087147 0.37431676931965496 1.1314695132680537 0.48981680076059264 -0.16064580190879976 -0.36293068331470507 -0.10792857108007835 -0.16738489373055049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 5 6 -1 -4 11 -9 -6 -5 -3 13 -2
right_child=1 7 4 10 9 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0058807249314513296 0.073778518492631714 -0.023827030921502873 0.25296073546071479 0.090907015613702721 -0.029864011786137151 -0.031516039873740728 0.024634597916047628 0.08501033149460141 -0.02785245979996992 -0.0002719239777249201 -0.0059330604328125484 0.10521789752525645 -0.049779373731512942 -0.070219122007887075
leaf_weight=33302.385249609593 442.90673039108515 188.53123289812356 75.056947128847241 1307.9801530614495 10093.104878777638 3128.1913148290478 2185.0488225249574 446.84448464307934 786.51637527393177 6636.1117375995964 478.19645847380161 1238.5580236967653 820.43492737039924 231.76912580803037
leaf_count=151624 204 729 76 836 16848 32308 4123 801 1503 12189 580 1117 660 223
internal_value=0 0.0282677 -0.000298736 0.00558188 -0.0121337 0.00266957 0.0322172 0.0533392 0.0130375 -0.0181255 0.0649809 0.0881699 -0.0163455 0.0243115
internal_weight=0 4155.56 57206.1 38216.8 18989.3 36430.6 2260.11 2660.45 1233.36 16729.2 1786.18 1427.09 1495.11 674.676
internal_count=223821 5237 218584 185348 33236 183932 4199 4150 2304 29037 1416 1846 1087 427
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=157 19 197 180 45 14 85 178 157 9 165 13 187 87
split_gain=303.818 197.601 189.842 217.306 202.183 158.091 194.196 108.499 28.6777 35.0008 143.494 15.6443 13.923 1.74165
threshold=-0.41854548417762621 0.35821493903428719 0.059471404612507717 34.024765729585013 0.38984384136895084 0.45695368064183362 0.23006295870402116 -0.16449001396169896 -0.49176382482268366 0.022060392669186999 1.6333023805286815 0.21406122066504865 -0.091367726121084944 0.012435838693209961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 10 -10 13 -11 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 12 -12 -13 -14 -15
leaf_value=-0.021198102578390277 0.0092149555894981191 0.077783338451492615 0.027102505685345064 -0.017356250193993381 -0.030961697984476302 0.0074064899665382215 -0.10982579228695832 0.025667399717281297 -0.017915138922891316 0.022348985781434263 1.1552342176943196 0.31618127774261484 -0.076652720129534932 -0.080522649730382617
leaf_weight=5.0128648813115424 15072.127743912512 464.93316062865779 1260.5237679688726 8601.2404680131003 1366.079557310557 855.65660409349948 169.25112275592983 2837.1639785445295 207.07098040380515 15.297226070892064 1.0478954832069565 1.0004458669573058 198.99093531724066 386.74226788146188
leaf_count=514 97881 4113 6915 43199 21443 7964 270 23340 7625 50 21 12 2102 8372
internal_value=0 0.00255353 -0.000704529 -0.0116736 0.00587612 0.0223563 -0.011953 0.0330053 -0.0593034 -0.0412173 -0.0120082 -0.078755 -0.0695854 -0.0797635
internal_weight=0 30627 26300 9861.76 16438.2 4327 1024.91 3302.1 815.163 422.407 208.119 392.756 214.288 391.755
internal_count=223821 205125 169438 50114 119324 35687 8234 27453 18696 9798 7646 8898 2152 8886
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=166 118 116 129 176 140 180 13 143 154 140 107 174 52
split_gain=641.431 309.871 316.593 253.433 174.014 163.349 127.646 125.492 101.356 64.8403 62.1595 57.2014 43.5868 42.7929
threshold=-0.10279249656271604 -0.15083934627628734 0.018846947440231972 1.0105888055724039 0.077966567001120132 0.33736334035242438 35.525435073627854 0.12255761661323782 0.076852449181958007 -0.28767382945493097 -0.18414200360500443 0.013294547944129218 0.10810536630682292 0.78533588265177989
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 10 11 -7 12 -9 -1 -12
right_child=1 2 3 -5 -6 9 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.09486085969505148 0.059248876632975435 -0.076290998454387068 -0.14562615404636456 0.0018347448016294465 -0.012599063909966108 0.1350707074452685 0.018540278548908808 0.14531755283022216 0.058557921481627084 -0.0883727736641996 -0.071539532145179427 -0.072986656773268085 0.016971779027134284 -0.017790534304546936
leaf_weight=45.021278390195221 1247.7052704021335 857.80632489931304 117.40910335583612 15911.419796009199 858.02364304987714 14.237878501415251 2012.8963083620183 13.147477987222372 170.26360042905435 147.82614327478223 1746.610645525041 137.8609385198215 154.28007075795904 161.85224661207758
leaf_count=189 8675 41292 561 69852 6818 34 16447 752 771 2090 74124 926 537 753
internal_value=0 0.00169821 -0.0036156 0.000754613 -0.044441 0.0292474 0.0341179 -0.0525577 0.00566135 -0.0687425 -0.0614317 -0.0539801 -0.00829071 -0.0669812
internal_weight=0 21167.3 17744.7 16028.8 1715.83 3422.67 3260.6 2429.04 321.272 162.064 2107.76 151.008 199.301 1908.46
internal_count=223821 145769 118523 70413 48110 27246 25122 78052 2449 2124 75603 1678 726 74877
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=156 44 38 110 49 162 125 139 106 186 86 182 137 139
split_gain=377.667 359.011 399.4 366.082 315.363 214.93 160.238 101.67 86.1633 74.9253 55.2583 44.2751 22.8973 27.1505
threshold=3.0720732192410281 -0.12613775151830398 -0.083887009663765957 0.3259260089646388 -0.067948963126968992 0.070251234479735011 0.64004675098056241 0.081404127548531963 -0.43116639534363271 53.250000000000007 -0.0064772338916642136 2.8558625245857789 -0.19058135014369013 -0.028863203122373875
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 12 -1 10 -9 -11 -2 -14
right_child=7 2 3 -5 -6 6 -8 9 -10 11 -12 -13 13 -15
leaf_value=-0.062576491189661618 -0.1154338556042775 -0.023356531484874266 0.010276278755022171 -0.021958762469856632 -0.13660128531929572 0.030049569272501821 -0.036381036806869653 0.021295258940520048 0.095396767375822866 0.34199455180837846 -0.033841585523525793 -0.08104454337544631 -0.071878413929493859 -0.035680696950806286
leaf_weight=36.708732612431049 78.238074850931298 796.1139820269309 14258.300718137762 4679.2807422570186 355.81524077360518 2914.421649815049 414.77754626143724 231.46212053170893 580.84685359988362 8.9717310662381333 846.59076082659885 3.4159595835953942 584.55224402964814 320.99998263898306
leaf_count=32 4131 3125 78885 25750 793 13834 1186 2376 5019 106 6840 57 72016 9671
internal_value=0 0.00425077 -0.00116619 0.00231133 -0.0583363 0.0318238 0.0217731 -0.0402226 0.0860065 -0.0191936 -0.0220035 0.22534 -0.0635313 -0.0590471
internal_weight=0 24036.3 20089.5 18937.6 1151.93 3946.75 3329.2 2074.23 617.556 1090.44 1078.05 12.3877 983.79 905.552
internal_count=223821 128624 108553 104635 3918 20071 15020 95197 5051 9379 9216 163 85818 81687
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=15
num_cat=0
split_feature=118 134 72 0 126 35 19 140 86 170 196 125 151 41
split_gain=640.852 503.596 498.16 510.774 354.32 245.902 190.418 178.637 173.446 244.015 96.3855 96.2452 77.8596 31.7878
threshold=0.76053982825910793 -0.040367847619797954 1.0248136159082504 1.7825044590321653 0.95960441781706263 0.5778473962608428 -0.38666783550499856 -0.19790180863656912 0.045938869998677634 0.02217254753262549 0.95117711803148242 0.071555515440063985 -0.044111783793733511 0.89644978808179154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 8 13 -8 11 -10 -1 -2 -12 -7
right_child=5 2 4 -5 -6 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=-0.078307556282329702 0.054285447057982342 0.01308156077249379 -0.011111861633669231 -0.010499592949754014 -0.085799940699514007 -0.055296898901975533 -0.14048194268268172 -0.0167266410533565 -0.022493580829818338 0.039880750163530432 0.10645080658969044 0.12140050649404957 -0.091472525448331565 0.092709747230445116
leaf_weight=1085.2613079417497 710.92186145740561 15524.310937048635 1338.6405782578513 22495.603568614344 1208.6843531541526 16.140250587835908 148.56563763925806 542.76733734784648 768.81412798981182 3404.9848423725925 53.091463109478354 305.47995861177333 31.768462858628482 143.75789881497622
leaf_count=62065 2733 29096 2144 118458 1380 56 317 493 1437 4433 107 813 88 201
internal_value=0 -0.00560483 -0.00373928 -0.000870924 -0.0465507 0.0292421 -0.0205752 -0.0433213 0.0374124 0.0283914 -0.070282 0.0744569 0.0323555 0.0777698
internal_weight=0 41737.4 40567.2 38019.9 2547.32 6041.43 851.231 691.333 5190.2 4173.8 1170.12 1016.4 84.8599 159.898
internal_count=223821 213338 151078 147554 3524 10483 1067 810 9416 5870 62260 3546 195 257
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=191 169 65 115 77 85 119 73 86 124 110 122 148 123
split_gain=283.155 367.803 425.504 453.857 371.874 420.961 316.677 252.903 245.85 344.31 210.231 203.455 191.706 161.012
threshold=1.0146854818027098 0.68428327545820145 0.010526137254261148 0.37549437989741102 -0.26694374150388694 -0.045390845332879855 0.20009270051246966 0.40746925178929805 0.96384212991068896 1.005545252062628 0.067002575446101942 -0.46233180063261842 0.34686018398634189 1505.5000000000002
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 10 12 -10 -2 -4 -9 -12
right_child=7 2 11 -5 5 -7 -8 8 9 -11 13 -13 -14 -15
leaf_value=0.013167956798136871 -0.031436062830425625 0.088992203800713099 0.20770563620881421 -0.089930041098526092 -0.040351146222191256 0.0020963328083664617 0.1541487767410743 -0.00058196651854587069 0.045531346249959345 -0.068108558528094873 0.061306815149840987 -0.057333676383504284 -0.067990024392251491 -0.075706506242166224
leaf_weight=354.91958640050143 315.10684215091169 474.70351594407111 29.318152386695147 202.14239412685856 2459.3558930589352 46712.637032042723 289.12076912820339 2721.9738506432623 2110.1324878670275 305.17624693363905 2142.2221559621394 2393.2701982795261 499.29256307333708 89.346590511500835
leaf_count=3836 526 1154 15 3299 48093 150837 508 2584 1574 375 1376 8768 760 116
internal_value=0 -0.00111745 -0.0345415 0.0355565 0.000962112 -2.6694e-05 0.0764567 0.0188707 0.00705411 0.0311729 0.0450246 -0.0541262 -0.0110301 0.0558211
internal_weight=0 52915.5 3099.43 676.846 49816 49172 644.04 8183.25 5636.58 2415.31 2546.68 2422.59 3221.27 2231.57
internal_count=223821 216510 13236 4453 203274 198930 4344 7311 5293 1949 2018 8783 3344 1492
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=15
num_cat=0
split_feature=166 178 196 186 72 152 189 108 64 92 21 41 126 8
split_gain=225.943 270.822 200.427 286.695 256.323 132.168 92.2354 86.1163 83.6863 122.674 77.9473 56.9502 46.2693 219.243
threshold=-0.28478653294392503 -0.18977222079337105 0.014909637292456071 19.750000000000004 1.1032084393894241 0.10324009494798589 28.500000000000004 1.5110838440889724 -0.044910320316973278 -0.045600850297052471 0.83232370551846835 -0.12400782275859085 0.9841133840351094 -0.45389450182155272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 9 -1 -7 -10 -9 -14
right_child=1 2 3 -5 -6 10 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.018040558953900769 0.21058863066927005 0.0088724183819919797 0.039675328920491755 -0.011093748062506521 0.22981062525143725 0.090345865313599019 0.0074139125738970392 -0.060916302079813626 0.13019518650980558 0.24282149579378398 0.47890951969412132 -0.028836010789766803 2.151431873470488 0.019192044766346256
leaf_weight=42.341065950575285 23.591413092799485 13884.006245642435 1210.5807117808145 13700.745347125572 52.709906263276935 448.25275541935116 422.52462714863941 882.61147489328869 23.653375128982589 31.393355221603997 5.222850293852388 469.1375223568175 0.48735950188711186 45.817494413815439
leaf_count=2033 166 103123 5954 65014 360 3696 2854 21138 1150 726 45 15794 17 1751
internal_value=0 0.00277115 0.00108623 -0.00697204 0.00970803 0.0568032 0.0181582 -0.0370639 -0.00633577 0.0930247 0.0948211 -0.0212027 -0.0558044 0.0416339
internal_weight=0 29747.6 28848 14911.3 13936.7 899.592 446.116 1495.44 566.525 73.7344 453.476 492.791 928.916 46.3049
internal_count=223821 181212 174451 70968 103483 6761 3020 42609 19703 2759 3741 16944 22906 1768
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=15
num_cat=0
split_feature=166 92 116 177 130 14 115 77 34 76 110 42 139 140
split_gain=571.603 290.948 349.361 265.983 131.167 117.597 111.775 94.3337 71.0366 73.8294 68.4368 79.9573 59.3507 38.3751
threshold=-0.10279249656271604 -0.036883010060964901 0.018846947440231972 1.1833122384992092 -0.2619500230321356 0.11943531299905834 -0.042278940091277049 -0.040878752688477092 0.69163724385891989 -0.16164496600226932 0.37991696595384999 0.062516672632013201 -0.18484690200112128 -0.12497522826051975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 8 12 -8 13 -10 11 -7 -2 -1
right_child=1 2 3 -5 -6 10 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.026882281440263889 0.013211373455922326 0.015177729058849837 0.004486471428053581 -0.043889686557614188 -0.064993857483430048 -0.078810221656214888 0.02893254640177827 0.077435719575310411 0.1137379835063161 -0.037722195527088005 0.15465511345450081 0.016307249185517608 -0.092716843533541315 -0.073558942020395868
leaf_weight=199.53327879065182 114.44267423241399 247.78656705282629 15900.921383552835 1224.0461936017964 1156.7419691893738 129.63677982223453 1749.2763201261405 520.23673745524138 42.299787167459726 134.56976547406521 25.581015542848036 277.67409965069965 98.348759090760723 1502.1624091427075
leaf_count=883 1957 4695 75869 4711 40309 1980 10040 2599 90 715 161 1045 5589 73178
internal_value=0 0.00140326 -0.00290371 0.00102867 -0.05085 -0.050989 0.0335532 0.0400508 -0.0618166 -0.00149927 -0.00400185 -0.0139662 -0.0357469 -0.0680858
internal_weight=0 21011.8 18529.5 17125 1404.53 2311.46 2482.3 2269.51 1878.57 176.87 432.892 407.311 212.791 1701.7
internal_count=223821 145769 125584 80580 45004 78052 20185 12639 74866 805 3186 3025 7546 74061
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=15
num_cat=0
split_feature=173 13 41 155 0 166 155 166 177 73 78 145 124 107
split_gain=339.146 416.372 394.418 561.374 433.34 297.232 294.992 374.345 287.576 245.827 199.482 220.735 164.311 146.084
threshold=-0.061823633560694549 -0.2102194933720922 -0.016025938874663938 -0.15804506972727511 0.98502550751415097 -0.4358999070050909 0.17930735402077785 -0.40924889456657104 -0.10368022869651346 0.3004573299980971 0.023155207573581835 -0.24806738870956804 -0.31100639185627288 0.054119190235215754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 12 -5 -3 9 -8 -7 -1 11 -2 -4 -12
right_child=2 5 3 4 -6 8 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.054298507123209931 -0.075870943703506541 0.092331600343659587 -0.090537940970714784 -0.054094061235246155 0.026131518637443132 -0.029503384321173071 -0.075320725101382879 0.022784052554725504 0.020244514588508476 -0.00054328175787152254 -0.056491133710508637 0.035586636285265281 -0.024821618738296886 0.050685393435365447
leaf_weight=3822.5141518665478 249.19618153758347 282.31691429950297 439.56466616230318 760.24929816811346 5886.4267193654086 3503.2904521311284 527.52903882134706 1480.5848673849832 1738.6895547471941 1039.6509506003931 2637.9521994047682 619.18858531606384 2829.9913725406514 133.61671918525826
leaf_count=20358 378 2227 17439 7588 73610 18576 1495 6759 12229 2802 12759 12050 34177 1374
internal_value=0 0.01282 -0.0100667 0.000267647 0.0169553 -0.00761965 0.0292553 -0.00298795 -0.0130027 0.042572 -0.0382204 0.00360219 -0.0336566 -0.0513242
internal_weight=0 12394.6 13556.2 9916.23 6646.68 5524.3 6870.28 2008.11 5241.98 4862.17 3639.95 868.385 3269.56 2771.57
internal_count=223821 64446 159375 132814 81198 33032 31414 8254 30805 23160 26561 12428 51616 14133
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=118 91 158 76 80 168 161 157 46 127 148 28 76 196
split_gain=552.508 568.075 765.881 563.918 442.35 346.188 230.837 215.395 274.627 254.376 239.157 224.867 203.736 184.849
threshold=0.32933484372841132 0.034636737158761588 0.014990249634433879 1.1698677047535997 0.19963165666763424 25.334883745377763 -0.32386971087742827 -0.10213676221786948 0.11936440729066364 -0.3565194999265085 0.35489191083255339 0.059700695650165246 -0.33408919041085644 0.052258153287066754
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 9 11 -2 -11 -9 -10 -7
right_child=7 2 4 -5 -6 13 -8 8 12 10 -12 -13 -14 -15
leaf_value=0.012330879951193871 0.083657352163423529 0.014068478104441468 -0.026659021208317819 -0.031580322086022024 -0.12218101635941746 -0.063417382256652485 -0.038989239301829383 0.014998846367298493 0.2960563239594855 -0.005724765512740493 0.031357460263588453 0.075934876664287596 0.0054103681507125618 0.082353006431750142
leaf_weight=981.92133676307276 403.57561072148383 16523.747061788919 1770.9704270128859 3236.1953141614795 667.53075404069386 110.94695520494133 8160.2789570563473 953.60415074101184 24.340303770266473 7683.8218433976872 2248.0457979873754 1659.3770884172991 2639.149185446091 402.89476165478118
leaf_count=22133 866 24427 9657 3716 1181 5327 120463 8321 96 13245 4340 2663 6330 1056
internal_value=0 -0.00874036 6.72101e-05 0.00659232 -0.0528078 -0.0289882 -0.0334772 0.0142237 0.030663 0.0058311 0.00266868 0.0536964 0.00806644 0.0508788
internal_weight=0 31854.5 22198.4 19759.9 2438.5 9656.04 9142.2 15611.9 5276.47 10335.4 9931.87 2612.98 2663.49 513.842
internal_count=223821 187960 38981 28143 10838 148979 142596 35861 17410 18451 17585 10984 6426 6383
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=161 129 118 110 137 129 154 103 79 49 32 143 61 2
split_gain=287.857 431.028 415.069 429.065 393.797 371.779 290.18 284.746 558.267 324.272 282.754 433.751 211.835 58.6664
threshold=-0.44059628145497348 1.0153701820172836 -0.097119892025899088 0.17641317980625079 -0.081375807101232628 1.0187347616272378 -0.31520651628892721 -0.036277024445501904 -0.024858928667664152 -0.11565401614455982 -0.054037663542024987 -0.069390273411660777 -0.34234447550278418 -0.34064654104103326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 6 -4 13 8 -2 -9 -6 -12 -8 -1
right_child=1 2 5 -5 10 -7 12 9 -10 -11 11 -13 -14 -15
leaf_value=0.325223486088553 -0.05672836035842127 -0.0096320915606324872 -0.0080731152300925584 0.032595924885708123 -0.084542834858263249 0.01250509843763207 0.030852135925141327 0.013506546969883898 0.048447818267395013 -0.057689439207954808 0.20520994160623754 0.05270842733525808 -0.09551058195431357 0.11284569504114911
leaf_weight=18.433472480624914 873.68715486186557 3452.1634238073602 28617.296826119535 7940.9703591817524 119.30694998335093 12664.984685783042 204.35603103972971 817.89802356413566 1194.8561118054204 2936.7914687970188 219.36555065587163 1245.0746288169175 378.16986997704953 44.182216111570597
leaf_count=5 19743 33045 93858 12153 759 24750 351 4115 4334 23843 242 2712 3857 54
internal_value=0 4.93742e-05 0.0029034 0.0198007 0.0366648 -0.00175993 -0.029193 -0.0257674 0.00402473 -0.0421806 0.0634921 0.0755524 -0.0511813 0.175368
internal_weight=0 58498.6 52675.4 11393.1 2228.89 41282.3 645.142 5823.23 2068.54 3754.69 1583.75 1464.44 582.526 62.6157
internal_count=223821 215841 163806 45198 7980 118608 4267 52035 24077 27958 3713 2954 4208 59
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=15
num_cat=0
split_feature=160 29 108 11 15 186 114 88 155 26 188 163 166 146
split_gain=205.237 253.764 207.444 205.237 185.509 157.267 155.339 135.47 127.858 112.781 119.783 39.9488 32.8181 46.1614
threshold=-0.11069363017895538 -0.16294179480064058 1.6025119301041697 0.47716600110864849 1.7601668293129358 18.750000000000004 16.045394755610623 1.5400592755441453 0.022316010645791331 -0.059584200612666519 -0.080447533507908911 0.50804644275363753 -0.34331387402470276 -0.24494639422721642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 7 -3 -6 -2 -4 11 -11 -5 -1 -14
right_child=3 2 8 9 6 -7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.038096650080289937 -0.00045866802374426325 0.061649149260088493 -0.062312854448452165 -0.0514039465138382 0.02453953559758713 -0.010203885504722926 -0.011500832153585076 0.13621871762821164 -0.016335884534366501 0.066055377044863695 -0.016861791057887602 -0.12888759552493637 0.19359919076815735 0.078476650784684951
leaf_weight=17.043534700176679 11912.818048485555 333.07360844465438 1320.9190978545812 351.7228878904134 7986.0438835285604 3564.656489910325 1406.5502817947417 72.96278067631647 1115.7471789970878 187.09731229348108 2532.0674303423148 82.065539916045964 46.213390911929309 141.40599728282541
leaf_count=845 69995 4597 12356 1900 46752 45875 12161 518 9591 1577 16016 443 269 926
internal_value=0 -0.0148312 -0.0183722 0.00510688 0.00861956 -0.00406381 0.0191425 0.000373348 -0.04126 -0.0187106 -0.0111565 -0.0660626 0.0947638 0.106833
internal_weight=0 6539.06 6334.4 24531.3 21378.4 3897.73 9392.59 11985.8 2436.67 3152.95 2719.16 433.788 204.663 187.619
internal_count=223821 74459 72419 149362 129426 50472 58913 70513 21947 19936 17593 2343 2040 1195
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=68 151 88 159 112 154 85 8 51 39 23 97 45 0
split_gain=528.289 322.35 295.189 293.089 189.092 169.099 240.481 211.964 118.044 144.298 118.846 77.1519 7.81682 5.66884
threshold=-0.010169878819223878 -0.27316904713567131 6.7391251147440565 0.15019534895749656 -0.16960224379936742 -0.31520651628892721 -0.21306094902570616 0.86160164484728041 76.184385548735591 -0.19346608380500505 0.24352114241015924 -0.0035892384732906907 0.20776202883391079 42.445655518587266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.078733341838071846 0.034021109923442282 -0.023782579923451678 -0.57242542115270756 0.010798528676956244 -0.12507031996185355 -0.33268905637612195 -0.048037027721503464 -0.089527800922856018 0.28762371279330534 0.0048208071798201031 1.606335266626834 -0.081912652384447726 0.20894092207402953 0.12135216521666477
leaf_weight=1074.9993424637942 572.76010619988665 2886.935285632906 10.892856378108261 16226.286131370929 71.264206642867066 30.266915269196033 1528.4928440516233 183.30264950403944 2.9776552612311202 316.60778026521439 0.88699833303689946 151.69871664349921 0.94712208793498476 1.41786736214999
leaf_count=91089 3540 16641 16 91428 563 157 8799 550 115 6646 5 4181 10 81
internal_value=0 0.000511124 0.00476223 0.00557526 -0.184383 -0.0347407 -0.0535642 0.00406746 -0.0599449 -0.0182529 0.590289 -0.0232748 -0.0782171 -0.0784698
internal_weight=0 21510.2 19195.4 19113.2 82.1571 2314.82 1558.76 756.063 1549.54 472.171 3.86465 468.306 1077.36 1076.42
internal_count=223821 121694 108648 108069 579 13046 8956 4090 102127 10947 120 10827 91180 91170
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=15
num_cat=0
split_feature=151 173 4 112 14 145 122 167 176 195 160 180 38 116
split_gain=361.538 386.967 391.493 400.969 341.957 286.563 270.883 257.711 239.71 209.523 204.949 151.648 96.2267 35.6976
threshold=0.046894433327202036 -0.061823633560694549 -0.021913628067483558 -0.24786735383099706 -0.19113001839573224 -0.33421979770656923 -0.39698452161470005 -0.20463133930448493 -0.12150226949162714 0.43072432409908051 -0.020758955940241634 33.826639892904957 -0.037564864268562016 -0.088157925340402815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 9 -1 -3 -6 -2 11 -7 -11 -12
right_child=5 2 3 -5 8 10 -8 -9 -10 12 13 -13 -14 -15
leaf_value=-0.032528422777287611 0.05762296898575632 -0.05977057904266652 -0.066787769253237261 0.013191163905051394 -0.019756375401092076 0.034258441180586477 0.046486126433635436 0.0027689266288306383 0.030201055401038224 -0.00023920201291556146 -0.019120389660843194 -0.013192296682197572 -0.14070645093659437 -0.060132683074635179
leaf_weight=477.71586247347295 77.231761381030083 1832.8869128106162 688.44306657183915 7005.8004377986654 2387.7765493823681 837.33295596484095 4728.0701244259253 1028.7255227246205 1606.8063668872928 56.40154804289341 275.63719657767797 3442.7014805522049 360.39385386183858 922.61815598257817
leaf_count=2042 515 3226 19724 55476 8441 5353 23086 6761 7335 216 11475 19970 275 59926
internal_value=0 0.0073564 -0.00570955 0.00603504 0.0223473 -0.0207213 0.0392353 -0.0372882 0.000338818 -0.0936647 -0.0141433 -0.00390918 -0.121698 -0.0506985
internal_weight=0 19756.2 10555.9 7694.24 9200.37 5972.32 5205.79 2861.61 3994.58 494.027 5478.29 4280.03 416.795 1198.26
internal_count=223821 126091 85187 75200 40904 97730 25128 9987 15776 1006 96724 25323 491 71401
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=97 19 173 143 77 90 82 158 87 194 127 73 97 70
split_gain=516.458 435.281 419.626 486.272 332.134 322.696 281.188 203.498 31.9976 24.9498 8.8719 77.8548 8.22335 7.45832
threshold=-0.019725272720359063 -0.20460076257480578 -0.18682058542908275 0.013953578430230667 -0.033849443579221747 0.0051219151261598529 1.5388202985613775 0.63172050558160697 0.14916679351986364 0.14572706594459794 0.28915898070098217 0.3004573299980971 -0.031623803528488169 0.18257822549552796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 10 12 13 -12 -10 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.081905904570038102 -0.022027823581932608 -0.065287454005748605 0.010440871716479547 -0.01299769859719151 0.087075385901913119 0.02216014256386108 0.096843964329227872 0.19264451278157474 6.6629280639352728e-05 -0.11719597861366021 -0.059186583041108187 0.7513802289419268 0.11276896244418076 -0.0052380253867607704
leaf_weight=807.44166815228527 1852.8414495482575 1520.8255773164565 16562.864407810615 19011.707355243503 874.36520466872025 6165.8640994795132 115.06348436698318 45.235905373468995 10.787390115205197 10.003566931933163 106.35564917209558 1.198321561096235 16.191834072582427 12.8911905081477
leaf_count=57336 13226 4898 72923 52107 5019 10507 79 387 39 35 6433 33 13 786
internal_value=0 0.000397566 -0.00436236 -0.00208513 0.0202133 0.0302223 -0.0538836 -0.0169116 -0.0735249 0.0176914 -0.0771605 -0.0501556 0.067706 -0.0807011
internal_weight=0 46148.8 37210.5 35574.6 8938.31 7040.23 1635.89 1898.08 964.87 36.9828 927.887 107.554 26.9792 820.333
internal_count=223821 159146 130007 125030 29139 15526 4977 13613 64675 87 64588 6466 52 58122
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=15
num_cat=0
split_feature=56 151 151 181 131 77 110 131 131 143 76 166 102 71
split_gain=283.526 278.035 466.736 571.15 415.667 259.338 341.553 199.093 166.921 199.157 143.994 122.719 61.8299 2.40987
threshold=-0.20057176653838657 -0.41813991884225654 -0.19691279647706394 -0.021373830030291151 0.31855713864734114 -0.0527134548609417 0.12815112849814139 -0.39155428449873186 -0.15308727919259987 0.0096389547709330187 -0.056349633774445781 0.043915549245904038 0.12565018751032839 1.1349099974941981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 11 13 -8 10 -10 -2 12 -1 -7
right_child=1 2 4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.32967445664478273 -0.097767911823345988 0.024459276953551216 -0.0023138184208057635 -0.028314860601938774 0.019619932568852954 -0.094993142341220096 0.68433861292352105 0.059085220540128172 -0.01800784392789867 0.039445592218709559 0.095252596561865799 -0.084444158585744222 0.16944254277008847 -0.14230148823155983
leaf_weight=31.581792432814837 41.934546750271693 2554.4348923594225 31369.804261194775 10399.751158294035 11924.450302323559 148.87370540294796 5.1314602717757216 673.15232393145561 940.44373971410096 1683.2092870180495 493.28196058422327 16.147414402570575 101.4174159411341 11.607080049812792
leaf_count=37 655 13737 151990 26576 21885 2018 32 856 2584 2314 582 480 62 13
internal_value=0 0.000365803 -0.00125541 -0.0179083 0.00372735 0.0543813 0.032776 0.0638155 0.029234 0.0188515 0.0801293 0.175885 0.207491 -0.0984148
internal_weight=0 59407.3 56248.4 12954.2 43294.3 987.911 838.765 678.284 3158.87 2623.65 535.217 149.147 132.999 160.481
internal_count=223821 220323 214188 40313 173875 3498 2919 888 6135 4898 1237 579 99 2031
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=158 96 38 87 115 101 164 95 176 96 184 97 79 188
split_gain=205.27 201.442 215.875 214.222 196.876 167.617 157.212 133.129 169.639 116.566 96.5468 60.9859 43.9935 30.4392
threshold=-0.35109068328104948 -0.02901480214183122 -0.077532666279937143 0.057279601895582795 -0.068878297936481633 -0.18216690487410594 -0.21056810666255241 -1.0000000180025095e-35 0.08123933194579698 -0.037603911442300117 -0.095952608785636426 0.022192843079225394 -0.11063537416058099 -0.12767192304367736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 9 -4 -5 -3 8 11 -2 -10 -1 -9 -14
right_child=1 2 4 5 -6 -7 -8 12 10 -11 -12 -13 13 -15
leaf_value=0.030672261547106144 -0.009365423793171436 -0.0037138027694765957 -0.016002001522588707 0.60608062733185553 0.0081965897141915208 0.080231289489873125 0.084042011969285721 0.73378758772573838 1.6830587548065665 -0.045080995414845448 0.43015976132599659 0.36043880006838325 0.084392329046813 -0.045633102070370905
leaf_weight=114.58876398374559 2556.7705467187334 310.83285970962606 4027.6580302040093 6.3528498206287614 20346.391967905802 132.26578557060566 594.75648859073408 0.72768246382474799 0.90333372959867153 1422.0697746830992 1.9271858218125988 5.8966939513920797 18.239884195616469 1394.0668544147629
leaf_count=7971 20991 3813 36670 90 118593 1192 5396 6 16 8818 69 466 317 19413
internal_value=0 0.00263833 0.00597914 -0.017873 0.00419793 0.104331 0.0539209 -0.0348572 0.0647885 -0.0221305 0.830011 0.0468114 -0.0435533 -0.0439538
internal_weight=0 29397.1 25279.6 4117.46 24374 138.619 905.589 1536.35 123.316 3978.84 2.83052 120.485 1413.03 1412.31
internal_count=223821 195563 164472 31091 155263 1282 9209 28258 8522 29809 85 8437 19736 19730
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=166 193 106 173 98 106 62 44 121 190 193 115 62 1
split_gain=488.372 294.135 275.882 264.799 261.47 186.28 174.278 144.548 31.1197 82.772 85.5925 52.2374 33.1964 15.9399
threshold=-0.17826924548430936 0.020910175460327831 -0.0016841916054443525 0.48029935949090419 0.041479498883614796 -0.24491588508949944 -0.016673902934379398 0.1332942695524803 -0.035684657765452495 -0.20110062938328854 0.0302851920628791 1.1501540989887504 -0.055911067825536884 0.39169708392141606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 6 -4 -5 -2 -3 11 10 -10 13 -11 -1
right_child=1 2 4 5 -6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=-0.078013281380074725 0.016383767171590433 -0.080127172667766769 -0.025193188896377734 0.23684358490685498 0.011564794583231956 0.04202693800143234 -0.0097310469637084986 -0.02442198098509955 0.063061717577002796 0.023923633697575917 0.61761577924593036 0.16439885170904187 -0.067942240393371253 -0.16746163736494157
leaf_weight=788.25282495134161 5649.8189337179647 775.63627441262361 3450.6749034871464 50.673703286796808 4406.2178709967993 1561.6415416263044 4665.8841844639974 1166.2232243762119 16.036448532948274 46.510437960154377 3.3677084147930136 8.821078449720515 254.97829735733103 20.438958805403672
leaf_count=58742 46160 23174 13682 108 12372 15302 39212 10766 152 554 29 96 3369 103
internal_value=0 -8.34634e-05 -0.0129208 0.0104623 -0.00457897 0.0481499 0.0045718 -0.0466723 -0.0672753 -0.0408855 0.159308 -0.077634 -0.0537702 -0.080274
internal_weight=0 21726.8 9798.75 11928 7856.89 1612.32 10315.7 1941.86 1138.41 320.893 19.4042 817.513 301.489 808.692
internal_count=223821 160776 59994 100782 26054 15410 85372 33940 63045 4104 181 58941 3923 58845
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=157 114 131 107 115 68 173 107 83 157 190 70 82 26
split_gain=333.059 311.784 369.007 315.77 296.309 288.747 207.955 160.884 83.4034 50.2945 37.7645 27.4016 13.228 9.8452
threshold=0.076014181898170718 4.1562709340172272 -0.22625147565084211 -0.021804065784532384 0.048954036612832409 -0.095844830017199914 -0.092645162916924886 -0.20728158854539411 -0.1462547072347298 0.22488822277512069 0.030791803249248472 0.27418721249420058 1.5388202985613775 -0.043750773385780685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 -4 9 10 -2 -11 13 -10
right_child=8 3 7 4 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.11749922861112388 0.080829569737023155 0.017105271767460163 -0.0098296726537651247 0.031293402462739886 -0.013560321190670159 -0.018323850701708565 -0.096652408805496262 0.045455512585617648 -0.079256062052438528 -0.053547684047421065 -0.050993050394434407 0.88913287700577903 0.60879578935171708 -0.057829494433273509
leaf_weight=52.69912988692522 86.938977668993175 2937.4450396885513 625.384352928726 4341.2107351698214 2229.045605013438 10606.505107676145 324.92616078315768 3324.7794777724193 359.83521017059684 94.039218251302373 28.975147532881238 0.30936607904732127 0.29017834877595206 530.75343998288736
leaf_count=275 1588 13364 2042 20423 22218 51619 365 17327 36170 7980 589 39 12 49810
internal_value=0 0.00332575 0.0276745 -0.00191315 0.0160762 -0.0106399 -0.0667667 0.0367028 -0.0528964 0.00375337 0.0478778 -0.0504567 -0.0662668 -0.0664867
internal_weight=0 24442 4327.79 20114.2 6570.26 13544 377.625 3950.16 1101.14 210.263 115.914 94.3486 890.879 890.589
internal_count=223821 127633 20009 107624 42641 64983 640 19369 96188 10196 2177 8019 85992 85980
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=190 188 151 174 95 190 186 138 116 89 188 142 49 109
split_gain=509.578 435.142 538.76 673.647 672.132 499.268 405.957 285.988 327.487 416.246 255.928 191.049 138.338 116.452
threshold=-0.019987507807619247 0.37365071294065971 -0.08103741063783218 -0.17859037942654163 0.027996202580371232 0.66549685777058076 56.750000000000007 0.75187445964634358 -0.034910620031498078 0.18053379995099769 0.62141095397205348 6.4489256180645702 -0.080576412134590575 0.0023813326680141018
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 8 9 -1 -7 -10 -9 -14
right_child=1 5 4 -5 -6 10 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.031643671595598409 -0.053952672961114292 -0.019464111249855903 -0.07772284297223031 0.038942747931411587 0.0058285432092519155 0.047659204986692197 -0.10515154204776461 -0.057640139154301787 -0.066150933278311119 0.088539409847219364 0.00090165880926327548 0.12496124618086253 -0.11148860213755747 0.078388239358127956
leaf_weight=1361.8604434731533 859.02668215183076 8763.4973483441863 1052.7887918059714 8553.3297553863376 11267.2255266516 1334.0351220606826 590.13030467368662 122.18364888592623 2574.1547494806582 365.5280486861011 9556.1890873960219 53.393065627664328 35.16849426086992 396.02865774836391
leaf_count=42655 3834 17163 30027 35163 26335 1733 1109 217 53992 893 9181 64 476 979
internal_value=0 0.00262429 0.012451 0.0304646 -0.00131122 -0.00792494 -0.0248702 -0.0314285 -0.040033 -0.00621205 0.00662938 -0.0622674 0.0362868 0.0629019
internal_weight=0 41976.2 21732.4 9412.36 12320 20243.9 9353.63 4908.32 4354.94 1727.39 10890.2 2627.55 553.381 431.197
internal_count=223821 124545 95359 38997 56362 29186 18272 99276 97604 43548 10914 54056 1672 1455
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=15
num_cat=0
split_feature=126 117 126 167 22 126 51 152 74 124 104 77 136 91
split_gain=287.77 299.775 319.227 407.362 275.301 284.914 245.42 221.031 154.146 115.573 102.031 6.14889 4.91327 4.2512
threshold=0.99313603977333653 0.34638190135896579 0.94270803863695474 -0.4205326089862011 0.046433942476486301 0.92263340250144632 717.40597218387438 -0.16626259893384338 0.35391717930346372 0.70782103732453372 0.64953262312295823 0.093018278425631665 0.12272520761253448 0.062936769359404718
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 11 10 -10 -2 -11 -13
right_child=8 2 6 -5 5 -7 -8 -9 9 12 -12 13 -14 -15
leaf_value=-0.084376160186162508 -0.099443572227607246 0.041739170216790009 0.0081737526854682007 -0.01217247727571882 0.0048553567892102552 0.029552823783567602 0.090395762165271759 -0.0057418282457048385 0.084982551038603527 -0.15908287714994387 -0.11915698378151873 -0.13809442619380169 -0.094978574118252834 -0.090649247031768035
leaf_weight=464.37631792086177 259.40163962822407 1481.8864498604089 10469.462159950519 25860.608556010528 11393.857766634086 7916.3436130993068 376.06228699209169 1552.6047416294459 125.3461082293652 15.199440123513339 30.426907621324062 85.824239438865334 56.034725949168205 24.213639833033085
leaf_count=3564 2598 5417 21055 119507 46629 13410 617 10117 155 66 65 457 118 46
internal_value=0 0.00181145 -0.00349234 -0.00925062 0.0113083 0.0149802 0.0110248 -0.0238461 -0.0679961 -0.0031427 0.0451083 -0.107846 -0.108657 -0.127654
internal_weight=0 59515.2 38188 27342.5 21327.2 19310.2 10845.5 2016.98 596.447 227.007 155.773 369.44 71.2342 110.038
internal_count=223821 220316 146596 124924 73720 60039 21672 13681 3505 404 220 3101 184 503
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=157 20 9 160 0 152 57 28 157 98 131 95 13 129
split_gain=242.405 169.637 186.222 262.589 181.927 216.629 172.837 79.8178 15.171 21.4662 86.2463 13.5892 11.7153 2.22935
threshold=-0.44576641754345864 0.1634237423787229 -0.16135433899466811 -0.099355325614443948 6.7320608290854791 -0.030108777350723429 8.3496933662925894 0.012191657358996136 -0.49176382482268366 -0.031011645504524815 0.62822959949995916 0.093561041346851712 0.21406122066504865 1.0093717964324578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 12 10 -10 -11 13 -1
right_child=1 2 3 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0021562475540624383 -0.025101544811475703 0.083191400950482872 -0.039766844054767901 0.014465542037627611 0.027052892120955588 0.0010755376089355612 -0.0038226360078393385 0.021170741309372101 0.094771743851204016 -0.0056939782201632042 2.5125699740026426 -0.063225732684563621 0.22021899026765224 -0.079940602133056149
leaf_weight=3.340847465908154 5639.6764226075029 498.18423403135967 1002.5766514467541 8154.8142176768743 3141.8544713653391 7194.0414486427326 4286.7847000986803 355.63279678265098 3.4071845033904533 55.703581886482425 0.15421456773765374 156.13709192839451 1.3125041257590044 333.3126475920435
leaf_count=158 57499 5457 4331 53684 15445 39879 31339 1924 486 2127 19 2733 12 8728
internal_value=0 0.00204305 0.0126926 0.00852803 -0.00321866 -0.0104278 0.0092358 0.0573585 -0.0647447 -0.0440046 0.199466 -0.0480977 -0.0779634 -0.0791259
internal_weight=0 30273.6 10011.2 9157.39 20262.4 12833.7 7428.64 853.817 553.368 215.402 3.5614 211.841 337.966 336.653
internal_count=223821 209558 65396 58015 144162 97378 46784 7381 14263 5365 505 4860 8898 8886
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=158 165 154 192 181 76 57 115 136 89 180 160 157 76
split_gain=465.155 311.568 206.703 288.515 163.55 159.54 155.964 123.531 104.979 140.298 63.1129 87.1396 58.693 19.971
threshold=-0.2038896667174788 0.16825120259426693 -0.26151542047658022 16.752041833600686 0.39452972649831997 -0.44534594201860661 18.488214111843117 0.20368190282086976 0.81531863228317369 0.022021025600702144 35.485274431057569 1.0000000180025095e-35 -0.21018808529980867 -0.21123847279281463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 10 -7 9 -8 11 -1 -10 -12
right_child=1 2 3 -5 -6 7 8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.073518675541765166 0.090742649328197394 0.036323452435216605 0.017753719071223136 -0.012501705145369356 -0.0080145013657289717 -0.056054481766138448 -0.096795148811565895 -0.013667902008186419 -0.077486507078045844 0.032506979584336904 -0.12962945448466281 0.022533537198149798 0.12239818786986517 -0.072353095010222468
leaf_weight=201.69035781364073 107.54945719614625 3361.6222499102587 5491.5179570745095 7397.6720307217329 1105.5693521407666 1286.4735069043818 100.26687216327991 1476.961022560019 237.3095028870739 514.56050939601846 64.473571508657187 177.63424143055454 15.659557453356681 1091.1082960214408
leaf_count=13909 276 23195 41896 59720 1802 27310 2341 4381 1372 3315 71 1891 59 42283
internal_value=0 0.00176574 0.00681343 0.000388803 0.0253504 -0.0287498 -0.0447738 -0.0334003 -0.0108898 0.0114202 -0.0639309 -0.0285383 -0.065113 -0.0755487
internal_weight=0 20227.4 17356.4 12889.2 4467.19 2870.98 2402.7 2763.43 867.796 614.827 1534.91 379.325 252.969 1155.58
internal_count=223821 158580 126613 101616 24997 31967 65241 31691 7087 5656 58154 15800 1431 42354
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=157 23 167 130 13 158 114 4 142 103 74 119 113 47
split_gain=339.844 323.644 362.885 377.928 251.927 266.918 321.985 267 243.879 238.271 231.457 177.239 174.448 160.829
threshold=-0.26580055143873454 0.18181418968899668 -0.43583511221831733 -0.23834301574668734 -0.2135132487070466 -0.21112334930673091 7.0223324171538044 -0.11021960103771071 0.066349444140914413 -0.032071773977608166 -0.29608033834172715 -0.26042275645341739 -0.27325860086465487 8.1151735150135291
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 7 -7 -6 10 12 -3 -4 -2 -11
right_child=4 8 11 -5 5 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.10939856031104289 -0.08658587178744824 0.12248257075372421 -0.024740931681871442 0.0097147364228797536 -0.13958178145414193 0.0050270769384120262 -0.037592905888025087 -0.035805504697938459 0.030239111184100432 -0.0081821018543900195 -0.033581331190262513 0.039572712651027526 0.053807547639214151 0.34027491392735754
leaf_weight=361.55774838477373 94.861332034692168 98.82181591168046 461.53432521782815 1011.797861456871 288.47479864442721 5074.5879430375644 2724.1604099810356 1763.5868813146371 1016.9625678582815 2631.5333185748896 2477.4064062075922 5986.932197534712 1321.0649921558797 13.312433464918284
leaf_count=282 162 436 1268 6139 462 58259 90094 5718 7542 10109 11006 25759 6452 133
internal_value=0 0.0136169 0.0250294 -0.0216437 -0.00966408 -0.0183042 -0.0098604 -0.0503942 -0.0112264 0.0112954 -0.0275949 0.0349696 0.0444018 -0.0064282
internal_weight=0 11415 7821.82 1373.36 13911.6 9850.81 7798.75 2052.06 3593.19 4060.77 2576.23 6448.47 1415.93 2644.85
internal_count=223821 52432 33448 6421 171389 154533 148353 6180 18984 16856 11442 27027 6614 10242
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=15
num_cat=0
split_feature=118 124 115 86 97 52 14 52 152 17 14 76 90 155
split_gain=482.11 482.942 551.29 515.086 598.499 334.191 333.106 219.815 206.063 164.37 158.641 156.633 145.541 139.228
threshold=0.76053982825910793 0.13226461910516565 0.97478530855403012 0.21402993167108872 0.21925705199877879 -0.010415220861600802 -0.23301475726079038 0.33527754530517234 -0.27097611583439801 -0.023304508432731602 0.68531550075062653 -0.041677514428942457 0.0040031532746270361 -0.18931362660244616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -3 9 -4 12 13 -11 -2 -9
right_child=7 3 8 4 -6 -7 -8 10 -10 11 -12 -13 -14 -15
leaf_value=-0.060882285139953876 0.09008667081706706 -0.022811213482215618 0.1192963513791965 -0.036938251143808186 0.0042766394741738222 -0.018219806315335797 0.036581789959358901 -0.02918096168318737 0.02114478430090375 -0.064225488277351542 -0.13656154491232711 0.063119022945339165 0.01078899866224281 0.040739992226937409
leaf_weight=2225.388673314359 257.82223189657088 1132.0001044137171 308.12357496097684 4554.549433899927 15561.643039775547 10496.983286896779 5695.112471662811 705.59707566676661 699.45905760116875 101.55401153489947 93.062389516970143 1975.302248701104 2263.0630412749015 477.50469547556713
leaf_count=50802 1573 11313 502 8864 20432 100409 18224 985 2792 435 105 3562 3172 651
internal_value=0 -0.00477863 -0.0200432 0.00299999 -0.00505491 -0.0256823 0.0267339 0.0258693 0.05116 0.036061 -0.0108491 0.0568921 0.0188991 -0.00096058
internal_weight=0 40673.3 13730 26943.3 20116.2 12722.4 6827.11 5873.91 1007.58 4597.74 1276.16 2076.86 2520.89 1183.1
internal_count=223821 213338 154505 58833 29296 151211 29537 10483 3294 8742 1741 3997 4745 1636
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=15
num_cat=0
split_feature=28 26 89 180 44 16 88 149 53 98 138 50 65 74
split_gain=263.378 284.048 547.281 484.713 413.725 286.829 139.277 129.792 110.929 94.944 47.2242 57.556 2.63839 0.183628
threshold=-0.13850173592763976 -0.075569642626399633 -0.065480568058872632 35.565595716198139 0.4456676382371581 -0.041388078024784149 6.7391251147440565 -0.50176382306684097 -0.055624410142459557 0.25353124491861712 0.48517755108462252 0.27792396271546965 0.0049345330980659447 0.37404262854034087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 9 -5 -4 -3 8 -1 -2 12 -12 -9 -10
right_child=1 2 5 4 -6 -7 -8 10 13 -11 11 -13 -14 -15
leaf_value=0.22386839323142566 -0.074715308718354856 -0.093480084310996719 0.0077727026920000643 0.04899141226059401 0.30083964004427916 -0.0066242517839038076 0.10462213085702946 -0.086846903699937042 -0.085995244651149105 0.074130325491431767 -0.11120980726370321 0.11552154078824375 -0.11082141939562229 -0.11504318622687326
leaf_weight=27.23761982191354 392.57071155775338 726.9855785369873 31193.474708846072 1812.6246397430077 67.662778677418828 24872.316843650304 37.311082646250725 434.13864327280317 16.742559876991439 48.10577177349478 19.786899947561324 25.787727758288383 51.330080210231245 2.5013865381479254
leaf_count=40 7165 7183 82323 12429 1583 97855 220 13789 380 101 173 15 554 11
internal_value=0 0.00164047 0.000240049 0.0359306 0.0580543 0.00138582 -0.0838092 -0.0662195 0.0940178 -0.0584668 -0.0802449 0.0170828 -0.0893818 -0.089771
internal_weight=0 59151.1 56830.1 2320.96 1880.29 56065.8 764.297 577.525 46.4816 440.676 531.043 45.5746 485.469 19.2439
internal_count=223821 208859 187581 21278 14012 180178 7403 14962 431 7266 14531 188 14343 391
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=139 151 128 96 139 29 96 124 189 29 81 95 176 158
split_gain=205.499 194.237 177.563 169.975 177.464 175.288 164.083 74.6537 60.2263 80.0517 49.8576 64.5075 38.4862 34.6817
threshold=0.59107459813240404 0.60552610832839671 0.40436485587109389 -0.02901480214183122 -0.031984327921221266 -0.16294179480064058 0.14498725684228603 -0.43675793960167808 28.500000000000004 0.23427301268838047 1.8166894530811681 0.23520333803987634 -0.1805586575210425 -0.21820649264140882
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 -2 12 -12 -10 -11
right_child=8 2 6 4 -6 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=0.026159956165961774 0.19658929861684737 0.23718415776998816 -0.13828525516181106 0.012293248120217386 -0.0048105935157454413 -0.029170541552630255 0.080701647730790471 0.048869172427358963 0.0033304568388017653 -0.075231011646380311 0.30436275060183138 0.0016665030811706964 -0.056816412017853479 0.18648243856233404
leaf_weight=702.1250302712433 24.467635229113512 21.431991253048182 99.112003742717206 12176.231758733978 12089.254883551388 3102.849984760629 52.256043216213584 1185.5528614628129 119.82856498385081 32.617538295453414 8.3404725757427496 45.166322635952383 948.22611565282568 5.993953386321663
leaf_count=5711 267 239 516 79689 87616 24278 183 11537 2142 457 48 548 10548 42
internal_value=0 0.00247772 0.0394093 0.000690573 0.00377198 -0.0189605 -0.0626855 0.052213 -0.0400019 0.0550736 -0.0453492 0.0488499 -0.0500683 -0.0346033
internal_weight=0 29428.8 1358.35 28070.5 24265.5 3804.98 151.368 1206.98 1184.64 63.0791 1121.56 53.5068 1068.05 38.6115
internal_count=223821 209769 12475 197294 167305 29989 699 11776 14052 766 13286 596 12690 499
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=116 152 13 109 139 1 193 100 26 122 118 39 161 131
split_gain=437.037 304.832 287.869 246.852 202.526 206.476 155.208 147.03 120.74 116.247 61.4553 34.4135 58.0818 31.1403
threshold=-0.0099158212682015617 -0.08866591294148711 0.076153542086490916 -0.30787018941430117 0.35493553880102341 0.014031555764398544 0.081011671794218004 -0.2387879377263081 0.096230022867703421 0.048991411428089264 -0.11543585242270686 -0.19346608380500505 0.20579495572497133 -0.63351254648638811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 5 -3 -4 -2 -6 13 -11 12 -5 -1
right_child=1 4 6 11 8 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.055345847627046897 -0.20985522607894619 0.037613930389957022 0.014059633818143916 -0.08035296040839339 0.12154510812104512 0.0062491269779393057 -0.024547043517311143 -0.036642819031043029 -0.060644835022099414 0.11878855453835119 0.018638927491619651 -0.076773309915478732 0.4596190674525672 -0.07436300827255142
leaf_weight=21.353990711271763 49.859084147959948 2657.8647561761318 2985.1633591018617 5.2160089310782478 39.055300307169091 9979.4480156236677 1599.1878217131598 2863.6851781328442 529.98845846182667 87.994538818951696 201.75984749139752 1214.1241752250644 3.2228847122751176 138.9268015208072
leaf_count=330 36 15482 16779 842 460 50942 3509 19062 10428 403 1254 99358 16 4920
internal_value=0 0.00107513 -0.0150284 -0.0520663 0.0102179 0.0128457 0.000592226 -0.039607 -0.0481406 0.0112528 0.049053 -0.0753746 0.125867 -0.0570821
internal_weight=0 20704.3 7497.9 1672.6 13206.4 12637.3 4584.35 2913.54 569.044 450.035 289.754 1222.56 8.43889 160.281
internal_count=223821 116698 39386 107123 77312 66424 20288 19098 10888 6907 1657 100216 858 5250
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=15
num_cat=0
split_feature=151 155 146 194 73 83 107 70 131 73 195 166 70 142
split_gain=307.549 369.517 249.511 244.919 265.673 250.511 232.814 348.06 208.114 189.288 158.132 125.836 100.657 88.366
threshold=0.046894433327202036 -0.016642086757830358 -0.32390111915691416 0.095453326157629761 0.41971845967086524 0.11650631035502625 -0.06639689471836456 0.001837625079886687 -0.23511177821984919 -0.070812982913223479 0.40719562344267146 -0.30301632700527653 0.081902438543974526 -0.025969981345653346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 5 -5 -3 8 -8 -1 12 -2 -11 -4 -12
right_child=2 3 9 4 -6 -7 7 -9 -10 11 13 -13 -14 -15
leaf_value=-0.089285635744384903 0.01063449138766611 0.020235026673444581 0.0089440930898040793 0.055144144163501385 -0.019638805823906591 -0.031412608789375761 -0.024801453927702624 0.023537844707391814 -0.01665354926265342 0.025898078242498446 -0.026722052159703958 -0.032406241697091324 0.1045674560392975 -0.12654404262179086
leaf_weight=442.55873332149349 157.21748543623835 4167.4752043785411 1544.3057601991459 2869.657304422115 569.29731245827861 1212.3222525336314 2337.8277423752588 4105.1228856181842 3632.6244387897896 421.56940531823784 114.39535655686632 3036.200927275815 118.53098980756477 394.52393315546215
leaf_count=971 803 29052 29550 12054 3346 5673 35181 23780 16034 1339 380 64546 670 442
internal_value=0 0.0068235 -0.0194542 0.0219205 0.0427643 0.00859638 -0.00583431 0.00599791 -0.0245413 -0.0119648 -0.0770256 -0.0252978 0.0157604 -0.104106
internal_weight=0 19336.9 5786.74 8818.75 3438.95 5379.8 10518.1 6442.95 4075.18 5120.61 666.137 3457.77 1662.84 508.919
internal_count=223821 126091 97730 50125 15400 34725 75966 58961 17005 96105 1625 65885 30220 822
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=181 115 112 10 163 51 95 132 115 96 108 96 195 33
split_gain=448.066 382.966 401.614 456.959 404.676 169.856 140.814 136.436 131.711 97.8005 77.5203 53.923 53.5656 51.1355
threshold=-0.079827562824848486 -0.19084543199088641 0.19087579312275521 -0.24705387044774882 -0.33920338478474649 10.987461043310114 1.9556511544407982 0.21329841053321505 1.0409224877349141 0.89645875177181067 1.6055734975706708 1.4813176097746039 0.24358619955995481 3.1171164234673614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 -3 -4 7 8 12 -7 13 -9 -11 -1 -2
right_child=1 2 4 -5 -6 6 -8 10 -10 11 -12 -13 -14 -15
leaf_value=0.12428049182524306 0.095832748402968959 -0.076036190044900531 0.049920485543996473 -0.0060333889587895085 0.0059004693362544958 -0.073857191335956709 -0.54011818086643659 -0.13137522338263422 0.097855335301110583 0.10074549767436752 0.087324988419581473 -0.11113734392526578 -0.12587505783387462 -0.080751734385029805
leaf_weight=9.8319683093577606 16.770905378041789 994.23667203751393 2274.4278489584103 15015.987575212959 25528.330493241665 1193.084506467043 6.3344040215015402 17.970269883517176 46.407700597541407 50.230819999706 165.22841481305659 15.785728100221602 66.157112262095325 739.48911935661454
leaf_count=100 64 15227 5570 102510 41897 42006 5 288 621 64 469 43 733 14224
internal_value=0 0.000967234 0.0022362 -0.0103806 0.00950156 -0.0545083 -0.0698315 0.0191449 -0.0674281 -0.0666463 0.0658723 0.0500806 -0.0935083 -0.0768358
internal_weight=0 44635.3 43813 16010.2 27802.8 1505.01 1245.83 259.188 1239.49 822.277 183.199 66.0165 75.9891 756.26
internal_count=223821 179599 165204 117737 47467 44222 42632 1590 42627 14395 757 107 833 14288
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=15
num_cat=0
split_feature=2 128 109 151 74 2 68 107 139 137 128 27 50 63
split_gain=251.558 257.673 257.356 440.677 424.595 235.127 226.02 167.096 166.617 148.812 130.107 58.7299 39.3947 4.28031
threshold=-0.58272556752203808 0.79242649490834427 0.56898162232827132 -0.16419726534887841 1.1681926015611306 -0.32533729778758341 0.11357611621298168 -0.3526225132324457 0.04750831229783465 -0.072349097357262623 -0.58792997136102898 -0.010768777571559885 -0.20929799361152332 0.15694650542161073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 9 -3 -7 11 -11 -1 -8 -14
right_child=1 5 3 -5 -6 8 12 -9 -10 10 -12 -13 13 -15
leaf_value=0.10020255101627995 0.00053158061030578099 0.056721443728971546 -0.048034872297245013 -0.0003714772599852261 0.065731818508530826 -0.0218115786915309 0.15547833944749637 -0.090812279531976736 0.074970780173763338 0.90235597208317542 0.1007059671870556 -0.093205946133433817 -0.14089134333243428 -0.087244516677345618
leaf_weight=21.333382606506348 47571.905827552429 122.29223435372114 2969.6599037954584 5593.2686851802282 1020.2143085114658 213.27837315294892 6.5532734096050254 206.22645388357341 1071.7244443055242 2.0326177366077891 510.54345790669322 59.459463996812701 18.823442429304123 70.85966294631362
leaf_count=6 208774 75 4218 7363 890 645 2 229 749 9 399 111 20 331
internal_value=0 0.00019617 -0.000916387 -0.0169013 0.00190049 0.0396058 0.0609469 -0.0358923 0.0589073 0.0840027 0.103885 -0.0421364 -0.0812093 -0.0985044
internal_weight=0 58768.6 57155 8562.93 48592.1 1613.52 689.605 328.519 1285 593.369 512.576 80.7928 96.2364 89.6831
internal_count=223821 222943 221245 11581 209664 1698 878 304 1394 525 408 117 353 351
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=15
num_cat=0
split_feature=193 180 94 93 72 171 173 193 106 133 194 180 73 39
split_gain=178.869 260.963 334.184 220.215 172.98 164.198 159.068 164.662 158.973 134.333 130.828 96.6973 39.2767 43.9003
threshold=0.014909637292455969 31.291164658634539 0.016596826348142229 0.0094716852968145786 1.1032084393894241 0.32602678404205948 0.39464376614474239 -0.063018889894918204 -0.22457183413891593 0.019982370102163759 -0.070122857846492012 28.463855421686748 0.36411753282715592 0.16479779661440688
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 6 -3 7 -1 -5 -8 -2 -4 13 -6
right_child=1 3 11 8 12 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.014860892799721057 -0.10981157522607853 -0.065801562998149543 -0.073072407222031843 -0.03066729242687943 0.20254431152480612 -0.018631761075864398 0.30345722731047664 0.01586865960816547 0.0033214497609231337 -0.030510232830844489 0.094199052061619645 0.031660332599902134 0.099271745842735959 0.51477886952946272
leaf_weight=2057.2071208529524 33.067479007178918 942.81262800516561 234.5942993061617 1634.0447096832795 23.523605069378394 3396.5912825326086 12.169377850368617 11443.735782040691 8717.9355346615193 1169.7518486613408 636.22595133364666 141.22472943773028 30.022688954137266 5.5691084638237944
leaf_count=15326 155 9418 862 12162 121 23541 141 91690 45184 18901 5314 733 232 41
internal_value=0 -0.0065357 0.0417463 -0.00997037 0.00879394 -0.0288802 0.00810661 0.0111862 -0.00204362 -0.0270716 0.0841196 -0.0337161 0.179511 0.262314
internal_weight=0 15736.5 1045.11 14691.4 14742 4339.4 14682.9 13500.9 10352 1181.92 669.293 375.819 59.1154 29.0927
internal_count=223821 97369 7064 90305 126452 32959 126058 107016 57346 19042 5469 1595 394 162
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=15
num_cat=0
split_feature=166 180 107 181 21 134 122 5 107 116 65 145 138 82
split_gain=407.672 235.748 240.728 211.161 198.241 178.203 178.051 173.987 160.256 94.4935 123.337 12.0292 3.65134 53.5633
threshold=-0.063663680295569403 35.846720214190107 0.12232151930383632 -0.064919186160877482 0.019982684742835533 -0.25604527687539863 0.27581796426394672 7.9239213924179355 -0.033085977722247799 0.0058047872821829173 -0.0095096239099401146 0.11962637624693501 0.10828996618328594 1.2525074576270925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 5 -2 -3 -6 12 11 -11 -10 13 -1
right_child=1 2 3 -5 7 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.066256501639738688 -0.45184639390971476 -0.048387751482512273 0.03452869591313705 -0.0040950082884376312 0.023409335204967772 -0.049792981873045601 -0.0037974452298563618 -0.11844161149956074 -0.082092531020626913 0.012956768926573279 -0.038329275228509894 0.12879688805421008 -0.080019237408264554 0.87049235420254689
leaf_weight=19.246101658238334 11.536225805524735 1886.1104469546117 1754.525564724463 7325.1280317684868 6286.9164489681716 248.37791070569074 1705.0142041557701 87.673310723155737 263.66288406337844 820.19761915534036 1094.8491737812292 2.7327837417833498 690.81250122349593 0.6304027745500197
leaf_count=603 85 39949 10687 28835 42817 1758 10748 219 23883 4023 7074 39 53087 14
internal_value=0 0.00269636 -0.00529994 0.00336852 0.0179679 -0.067638 -0.0272169 0.0214584 -0.0375623 -0.0241264 -0.0163639 -0.0799292 -0.0788034 -0.0365466
internal_weight=0 19305.3 12670.8 9079.65 6634.5 259.914 3591.12 6374.59 2892.13 2181.44 1915.05 266.396 710.689 19.8765
internal_count=223821 135098 90219 39522 44879 1843 50697 43036 88723 35019 11097 23922 53704 617
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=15
num_cat=0
split_feature=140 168 107 28 176 78 177 19 145 107 55 24 14 164
split_gain=285.174 228.938 235.672 291.209 197.553 197.158 94.1513 77.92 50.5341 31.4385 30.4729 29.948 23.7773 23.3816
threshold=-0.13884446298304551 2.9235407627096435 -0.055290351322549745 -0.037146962292958684 -0.099456887694291687 0.13189375554371072 -0.034392225903241293 -0.05421385903283981 -0.19998220313578127 0.82255551939514515 -0.15995505143373623 0.11909152677856712 -0.20878129692081376 -0.19004209370794803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 -11 -10 -14
right_child=1 2 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.38266623111162201 0.029056642799260124 0.0047084855521291914 -0.028700404277767867 0.019147437256523708 -0.020790998640009856 -0.089592100262885804 0.07941790040995067 0.066434820428819819 -0.20530146456643031 0.072494914831029891 -0.0091178655097956824 0.65157676224883654 -0.1307987063982638 -0.061438561532647033
leaf_weight=2.0446892748586825 1913.067134828656 5294.333243979665 1525.2991727192421 7658.9211513455957 7129.7000380607788 175.81214514747262 460.59832730854396 39.131401369580999 12.702251225477083 2.2777408403344448 68.318284556735307 1.4690901003777979 52.956257593818009 591.08601912134327
leaf_count=22 11660 22732 18245 52306 44750 139 2387 150 63 38 832 11 275 70211
internal_value=0 0.00242106 -0.000945624 0.011201 -0.00992474 0.0305243 0.038829 -0.0611867 -0.0609807 0.0172969 0.00226705 0.299546 -0.0698139 -0.0671417
internal_weight=0 24196.9 21608.3 9184.22 12424 2588.61 2373.67 214.944 730.854 74.1098 70.363 3.74683 656.745 644.042
internal_count=223821 152369 138033 70551 67482 14336 14047 289 71452 903 854 49 70549 70486
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=13
num_cat=0
split_feature=97 93 156 130 169 58 76 148 94 169 21 108
split_gain=419.012 388.775 401.959 417.546 332.251 261.273 223.908 115.154 24.6545 20.0049 44.6097 8.43274
threshold=-0.020668855065295179 0.0017440798632247588 1.3014031936661132 -0.3222782376204622 0.68428327545820145 -0.043906943909251851 -0.012746560954237042 -0.77698630275045877 0.6583007557401771 1.007461361909147 0.020972348222356812 1.7852265987942864
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 11 -11 -1
right_child=1 2 4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.081846286477973484 0.16853156583853524 0.072221702480178784 -0.019001677199637777 0.0040737035239526041 0.014078219550175528 0.0041161380606839692 0.059646239008609318 -0.045796541055531964 0.091295871921348165 0.53682385352906092 -0.02028565109850626 -0.048510409174332317
leaf_weight=664.37622953829123 26.410307825542986 940.06239436333999 15966.491721696802 20622.645663955132 3749.2257564531174 1081.58571127092 2209.4407880979707 493.24357428879011 8.9537189528346044 1.5852040052413965 15.404992482159285 85.667788322840352
leaf_count=60195 162 2257 60571 31184 8332 23085 15932 19405 7 1 234 2456
internal_value=0 0.000430141 -0.00239118 0.00704473 -0.0127111 0.0309916 0.0413964 -0.0349038 -0.0736823 -0.0756081 0.0316933 -0.0780388
internal_weight=0 45089.1 41278.4 21562.7 19715.7 3810.68 3291.03 519.654 775.988 767.034 16.9902 750.044
internal_count=223821 160928 102344 33441 68903 58584 39017 19567 62893 62886 235 62651
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=12
num_cat=0
split_feature=129 90 97 76 129 144 193 143 131 188 195
split_gain=260.462 267.518 422.679 553.786 386.306 327.04 392.338 304.459 170.721 26.0572 5.31777
threshold=1.0245748931830738 1.2048001305827267 0.49053330342839491 1.1698677047535997 1.0187347616272378 0.10512840588373747 1.4193157785004724 0.15474921930095767 -0.0041003936452013818 1.1090442119497388 0.66398239852895824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 -2 10 -10
right_child=8 5 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00093017165782080318 0.10541488796823309 0.025961358237463636 -0.036889872916544969 0.063041590455374025 0.011481247164259334 0.056869291227213008 -0.010484681794682102 -0.081612408799718622 -0.10304716045019863 -0.014438014512342666 -0.13575411999086603
leaf_weight=44455.39890002145 45.080462746322155 540.2046281285584 5444.7359232804738 1483.3853145325556 2369.5954335550778 2806.4171151537448 1250.0579964690842 512.89171290397644 275.94869447080418 31.947355777025223 60.63338468875736
leaf_count=196199 36 338 13874 900 3244 4197 1863 485 2293 38 354
internal_value=0 0.00135697 -0.000721513 0.00293578 -0.022222 0.0232228 0.0361132 -0.0264305 -0.0782768 -0.100747 -0.108939
internal_weight=0 58862.7 53753.1 45938.8 7814.33 5109.57 4056.48 1053.1 413.61 368.529 336.582
internal_count=223821 221100 214217 197099 17118 6883 6060 823 2721 2685 2647
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=15
num_cat=0
split_feature=139 20 90 20 194 115 70 174 192 151 7 81 191 54
split_gain=172.352 167.968 189.602 198.273 172.326 268.786 157.194 139.295 49.8987 72.4603 116.703 44.907 42.4859 39.8695
threshold=0.59107459813240404 0.1634237423787229 -0.029903971579923808 0.97135989787038857 0.059471404612507599 -0.033192866760172697 0.001837625079886687 0.48069644579196069 15.472134074739477 0.33331329331915305 1.1985785875133828 1.8166894530811681 -0.25488223458397408 39.031532574065587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 7 -6 -3 -1 9 12 -11 -10 -2 -13
right_child=8 2 3 -5 5 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.0077688728231789586 0.40361307126957446 0.0011027184781609363 0.023773948550111203 -0.068301517376487861 -0.043566429229779657 -0.0026274257371135643 -0.066145035585073439 -0.033234601678111271 -0.052493002725949457 0.062397811316974985 0.62789289855150088 0.007598384347261386 -0.040317678533153878 0.25901138843258059
leaf_weight=11085.906762286671 2.191938968608155 1560.6691298009828 7166.5721418024041 241.76028435118496 2248.1665279404842 5594.7877396017429 447.20496366091538 895.42285322630778 878.44596864265623 57.843789692036808 3.895186577923595 45.337630689609796 130.87167455023155 7.3269918921869239
leaf_count=83327 64 13852 46282 1570 18672 27331 1730 17005 11295 555 43 419 1529 147
internal_value=0 0.00238461 0.0133818 0.0207692 -0.00283887 -0.0143625 -0.0138751 0.00470448 -0.0374866 0.00853859 0.0980756 -0.0471158 -0.0330049 0.0425763
internal_weight=0 29240.5 9416.21 7408.33 19824.3 7842.95 2007.87 11981.3 1125.91 194.803 61.739 931.111 133.064 52.6646
internal_count=223821 209769 63434 47852 146335 46003 15582 100332 14052 2191 598 11861 1593 566
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=68 190 166 168 1 111 7 104 196 119 128 188 52 174
split_gain=377.076 230.97 215.486 190.702 146.998 88.6679 52.1054 48.1188 77.8977 44.3505 20.4785 19.8409 15.9687 15.5875
threshold=-0.01496327957938379 1.0347454077907126 0.14457648354821884 5.4011970191821961 0.014031555764398544 0.12105959188015876 0.29423396287756531 0.17229997426394275 1.0641939355321581 0.47114708235535568 -0.941181497463354 -0.11383463568187392 0.19721619763878698 0.26006284285800768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 11 8 -3 -8 12 -1 -7 -12
right_child=1 7 4 -5 -6 10 9 -9 -10 -11 13 -13 -14 -15
leaf_value=0.031482534534374683 -0.047055161030921111 0.074835334377209947 0.040162167765059958 -0.0026163096889338607 0.0078147986649072763 -0.086039154812820068 0.0035309005279501589 -0.072080168830924995 -0.059194195547054795 0.1759035686914458 -0.077534929747891584 -0.088620139981218093 0.26659550183876868 0.20517066600976874
leaf_weight=16.317405636946205 1076.2085410975851 65.934009655495174 1705.428544167662 9402.0827778012608 7971.2482161754742 2.1926173679530612 183.05701545521151 503.69944009312894 126.6746886781184 16.251820092700655 816.79176028250367 87.585227651259629 3.0994099378585815 1.9550019111484278
leaf_count=156 18044 218 9219 52190 41659 85 3250 5074 585 493 90559 2264 4 21
internal_value=0 0.000799784 0.00275602 -0.00718055 0.0135157 -0.0585798 -0.0123445 -0.0558244 -0.0133131 0.0175863 -0.0755925 -0.0697586 0.12049 -0.0768599
internal_weight=0 20851.3 20155 10478.3 9676.68 1127.25 303.211 696.308 192.609 199.309 824.039 103.903 5.29203 818.747
internal_count=223821 126989 121112 70234 50878 96832 6163 5877 803 3743 90669 2420 89 90580
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=157 176 169 155 28 11 49 73 4 20 139 49 163 152
split_gain=293.777 399.583 571.843 327.557 258.839 333.744 220.016 229.335 320.884 264.258 183.156 169.063 72.8972 50.994
threshold=-0.2691886585001389 -0.095826864329983955 -0.17591523061324255 -0.12133976980360399 0.089282993463534785 -0.34024008338169981 1.636372311839023 -0.13875632323199716 -0.10689383797638698 -0.36583742036689604 0.12868847928228713 0.9412157267405693 -0.12964321153985445 -0.05072368465834922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 11 -6 7 9 -9 -2 -3 -1 -8 -14
right_child=6 2 3 -5 5 -7 12 8 -10 -11 -12 -13 13 -15
leaf_value=0.065998433380076924 0.12375278700962622 0.061510842949271852 -0.024316607338016143 0.024323082557602283 -0.031624544287106142 0.049155148456002662 -0.10466630178136456 -0.075774617670453556 -0.0092835192151326067 0.0085997639404663314 -0.10996343529796969 -0.077368496010372295 0.13170691382273889 -0.071006666257451265
leaf_weight=2125.1247750958428 213.50512580038048 69.778497936204076 2142.1933751034085 3914.6359034240013 966.17393121682107 1086.7334685497917 308.09008210711181 785.83785943716066 9501.0096265675384 2992.3700545575703 580.47561554983258 85.564525132998824 23.753392526821699 25.984547262283741
leaf_count=15183 1937 348 8546 19734 2544 4344 186 4429 135032 28799 715 132 854 1038
internal_value=0 0.012769 -0.00244724 0.00712008 0.0367058 0.0111372 -0.00913733 -0.00708484 -0.0143629 0.0162687 -0.0915626 0.0604494 -0.0865311 0.0258034
internal_weight=0 10970.7 6707.08 6056.83 4263.6 2052.91 13850.6 13492.7 10286.8 3205.88 650.254 2210.69 357.828 49.7379
internal_count=223821 51546 29343 28280 22203 6888 172275 170197 139461 30736 1063 15315 2078 1892
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=118 183 25 151 84 151 59 126 158 170 79 106 64 147
split_gain=396.339 535.072 652.33 511.536 243.575 197.824 267.638 206.432 225.741 172.67 158.744 158.403 148.371 136.976
threshold=0.31432145170230991 1.9857385921114521 0.50958062191311126 -0.15626910302649122 0.33921562552997048 -0.41813991884225654 0.0082374516861219629 0.95472053616364894 -0.090990781084461098 -0.088932230418750174 1.4117797045968457 0.24879592389165636 0.13352770159984378 -0.79871985836527282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -2 8 -7 -9 -6 -8 -4 -3
right_child=5 4 12 -5 10 7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=0.011940425133794652 0.05353788996247999 -0.15152811978598207 -0.039726792270104158 -0.018244425970075522 -0.13578187909813819 0.01075543025848816 -0.074409071587290335 0.087334069559056926 0.039892953046172533 -0.01416629152238621 0.0016582025289260298 0.030328056161524449 0.055777447660779723 -0.02716137773603633
leaf_weight=8298.3205371563672 311.19924244342837 94.695755418855697 176.81335738766938 17358.339161221171 480.03903241455555 7297.342231369752 734.75710439379327 178.21891235513613 4183.1115547984373 2813.6227495288476 101.87056466192007 179.71690138150007 2033.4004934765399 1366.7433397595305
leaf_count=46251 690 145 356 129273 741 15726 681 571 15778 3860 191 306 7213 2039
internal_value=0 -0.00761269 -0.0039909 -0.00848152 -0.0570061 0.0120084 -0.026566 0.0152753 0.0213722 -0.00812009 -0.111721 -0.0538256 0.0481373 -0.0352199
internal_weight=0 29910.2 27866.9 25656.7 2043.35 15698 1225.67 14472.3 11480.5 2991.84 581.91 914.474 2210.21 1461.44
internal_count=223821 186209 183093 175524 3116 37612 1677 35935 31504 4431 932 987 7569 2184
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=15
num_cat=0
split_feature=191 118 161 125 183 139 114 124 86 166 196 53 114 118
split_gain=245.565 306.929 356.469 400.988 308.947 338.441 302.825 249.823 257.513 312.067 237.287 157.788 71.5666 6.48521
threshold=1.2075471698113209 0.35362573188189522 -0.43472239225155307 -0.26056869830524976 1.7687568963283613 -0.34138899668474837 16.468407252549468 1.005545252062628 2.3346114432738236 0.066352092879516558 1.1314695132680548 -0.073514028322545888 5.7063176364054176 -0.11930538255122626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 6 -6 -1 8 10 -10 -2 -3 -9 -14
right_child=7 2 3 -5 5 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.0025131151417540788 0.035258864869977799 -0.082622101711671489 0.063801207250847425 -0.025793675948385941 0.38056302213200399 0.038456587052357986 -0.035394380534958983 0.015764767835986276 0.15282000904142926 0.0079747424175072856 -0.0067273288537791605 0.084862422567771489 -0.15057324782823708 -0.094794949658812522
leaf_weight=38271.423686444759 3036.4536225013435 64.229082122445107 527.2315480383113 9508.9708014933858 29.442533132620156 1621.4964195368811 2230.1778955941554 69.649501711130142 321.27260403335094 276.98231679573655 2417.8917094552889 452.81858932692558 23.385347113013268 191.85553694888949
leaf_count=161030 2213 378 2843 25639 90 3604 23425 24 126 277 2696 1123 17 336
internal_value=0 -0.00166407 -0.0169154 -0.021087 0.00215424 0.0445576 0.000425779 0.0191703 0.0234778 0.085759 0.0166465 0.064057 -0.0723441 -0.100855
internal_weight=0 52705.8 10553.3 10036.2 42152.5 1650.94 40501.6 6337.49 6052.6 598.255 5454.35 517.048 284.89 215.241
internal_count=223821 218132 29983 28482 188149 3694 184455 5689 5312 403 4909 1501 377 353
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=152 140 2 76 41 140 38 154 38 10 164 107 76 126
split_gain=154.539 417.031 184.799 196.509 194.504 216.303 179.559 164.975 163.429 130.862 130.057 112.311 145.966 115.726
threshold=-0.048027294342919212 -0.08224431199364711 0.35993860139644901 0.02189687930832614 -0.084030807278596034 0.17913550281206689 -0.063546482038115817 0.054625951874949584 -0.14261605458336113 0.15294526797786179 -0.21056810666255241 0.12634564978211257 -0.058676834586059975 0.82246088379981031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 6 10 -6 -4 8 -3 -5 -2 13 -13 -1
right_child=2 7 3 9 5 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.19407091101392671 -0.0090644343561224246 0.45427198908234961 -0.12995904134495048 -0.10674061077779361 0.016805888475030402 -0.0094415459116978986 9.5169087113238599e-06 -0.0052092785666431581 -0.04238318568505247 -0.011408320413503245 0.085628367512743775 0.021718808396388321 -0.021056472133640432 0.02768544809062716
leaf_weight=42.806372889317572 196.4500428851461 6.6383149331086306 109.44986444851384 335.75594565737993 10121.14501726185 4551.7095084829489 3693.0145196351223 1981.44722905464 3437.2217253293493 252.10898906691 554.29176899068989 1607.135761695914 1584.0318784206174 1782.2387952815043
leaf_count=336 1968 696 925 1022 61462 29818 26303 20223 43504 998 5201 13675 8280 9410
internal_value=0 -0.00898205 0.00605121 -0.0120501 0.0112037 0.00866359 -0.00373149 -0.0281987 -0.0414258 -0.0658569 0.0608497 0.0118018 0.000486014 0.031588
internal_weight=0 10441.5 19813.9 4390.33 15423.6 14672.9 3802.46 5425.31 3443.86 587.865 750.742 5016.21 3191.17 1825.05
internal_count=223821 96124 127697 29248 98449 91280 27228 64423 44200 2020 7169 31701 21955 9746
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=166 118 154 139 67 195 129 110 76 190 34 47 121 137
split_gain=356.216 230.724 227.773 293.915 207.555 201.222 164.729 53.7403 39.125 77.6344 38.8446 27.9013 24.5937 33.3175
threshold=-0.17826924548430936 0.031415806271777376 -0.13451837735778016 -0.36861842823498875 0.0027328094278361004 0.29805420851823072 1.0171470459736336 -0.17967875881972309 -0.15344521504131259 -0.19668246445497786 1.2028645025699842 0.08127558441041878 -0.092075622649569713 -0.044136862098327061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 9 11 -11 -1 -10 -14
right_child=1 2 3 -5 6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.39960540243854176 -0.0071097021670938247 -0.028814501449064157 0.063982602630882929 -0.038003564916352629 0.021524135316933393 0.012766112087229593 -0.0064389608970394146 -0.068933754047817139 -0.085168768440780696 -0.084641831630501499 0.16881348811357777 0.11443209293301285 0.0054981823976858841 -0.066279329712318355
leaf_weight=4.7106744474731412 221.79512666576193 1584.2522917202441 307.71708381490316 3459.0646739014483 7704.4219916702714 4385.7809314872138 2899.5237817992456 384.06697708449792 451.91060850878421 46.43840228789486 6.9520799815654746 12.628559598233549 82.687091572093777 296.77212280227104
leaf_count=22 7848 4552 1130 48045 44232 15383 12909 26677 51677 193 11 46 2292 8804
internal_value=0 0.000844084 -0.010417 -0.0296721 0.0106254 0.00173197 0.013878 -0.0463011 -0.0633338 0.00806587 -0.0516389 0.191907 -0.0694082 -0.0506385
internal_weight=0 20946.6 9736.81 3766.78 11209.8 5970.03 10603.9 605.862 902.1 70.7297 53.3905 17.3392 831.37 379.459
internal_count=223821 160776 69110 49175 91666 19935 57141 34525 63045 272 204 68 62773 11096
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=15
num_cat=0
split_feature=156 115 26 128 15 35 126 121 13 175 21 82 146 182
split_gain=269.971 237.699 300.542 276.674 231.157 205.676 200.446 139.442 65.5083 40.4486 34.902 40.8218 31.0474 30.0701
threshold=3.4156413103009196 -0.18719741304846135 -0.096743289250565231 -0.49131761239101818 1.832404334274871 -0.0091576265154676741 0.91968981642078285 -0.11420868889944084 -0.16267489684162298 0.97257296587995368 0.43941323570735108 0.17636358146437675 -0.35355070386335036 0.48063097230941021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 -6 9 12 -10 -12 -2 -11
right_child=8 4 3 -5 7 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.067845412493441268 -0.15406565443366071 -0.015923922756760054 -0.084101887596782055 0.057621212858401508 0.032182746192866957 0.010097407960505542 0.056169317863842161 0.0022590230306352181 -0.060444688222709188 0.0035951266011770228 0.44338666463002357 -0.08024898795187542 -0.029602016244464797 0.11441217311189762
leaf_weight=436.67092060577124 21.489917116239667 9702.2516372468672 147.80166623805417 2025.2004155513132 2744.0439698533155 4421.9889484097657 185.78220083401538 3600.6962426423852 867.45387983578257 206.58102898765355 2.9879170379135749 2.9673236946109682 297.45930685190251 27.778882624115795
leaf_count=1764 79 43859 316 12788 13019 27633 1858 37036 82226 1265 108 132 1533 205
internal_value=0 0.00308071 0.0304327 0.0479816 -0.000654764 -0.00777722 -0.030831 0.0152008 -0.0417333 -0.0148115 -0.0587884 0.182474 -0.037988 0.0167304
internal_weight=0 23264.4 2795.46 2173 20469 14124.2 622.453 6344.74 1426.72 553.309 873.409 5.95524 318.949 234.36
internal_count=223821 138273 16726 13104 121547 71492 3622 50055 85548 3082 82466 240 1612 1470
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=15
num_cat=0
split_feature=97 96 19 112 158 137 155 25 87 194 130 125 97 183
split_gain=382.829 355.036 436.093 446.025 207.294 316.505 188.318 162.212 29.4148 20.382 10.7586 47.3633 6.71172 0.0939519
threshold=-0.020668855065295179 -0.0021003085997188353 -0.43100846974716339 0.11079122909254309 0.67740944521370283 0.14339303320407085 -0.23305054740322023 0.2172252085384426 0.14916679351986364 0.14572706594459794 0.39928530936324164 -0.22240271148544749 -0.031623803528488169 1.2619926294625092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 10 12 13 -12 -10 -1
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.081356326463422696 0.019068606360028596 0.009645956128216629 -0.022472647840619191 0.0020046359002773551 0.10512011815842266 0.6403630592728442 0.077917083288120692 0.094058117629728433 0.00063823426577064009 -0.11260536171179268 0.14945484081892699 -0.077479101624012545 0.10749843469519871 -0.086775934242084893
leaf_weight=586.19654595328029 2612.3541126435157 710.88504359405488 9896.6000461252988 30045.125624516397 136.48977110849228 12.020878747571258 936.02874284330755 324.26318328990601 9.7219627557788026 8.7326762517914158 11.076533550978636 54.197796754480805 14.863959085196258 33.832880629342981
leaf_count=57788 42850 2307 55182 54532 2706 113 1606 1632 39 33 297 3815 11 910
internal_value=0 0.000447144 -0.00198091 -0.00406025 0.0331782 0.148444 0.0484481 0.027349 -0.0731256 0.0186296 -0.0775867 -0.0389702 0.0652429 -0.0816521
internal_weight=0 44673.8 41588.6 39941.7 3085.13 148.511 1646.91 2936.62 718.622 33.3186 685.304 65.2743 24.5859 620.029
internal_count=223821 160928 113627 109714 47301 2819 3913 44482 62893 83 62810 4112 50 58698
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=14
num_cat=0
split_feature=109 77 1 79 84 157 187 112 44 157 71 1 127
split_gain=239.463 243.767 277.973 250.663 419.182 357.693 151.587 12.621 26.7156 4.70389 3.10215 1.08114 0.229681
threshold=-0.42282166213587058 -0.31680643685504134 0.15690953693495621 -0.053938626639500518 0.0318056207790368 0.0149065268902003 0.013082419241219239 -0.5614220491155878 0.0019999085613142029 -0.052731307029164669 1.5766823678533768 0.16132540096337725 0.20420016091700147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 -1 -4 11 -9 -10
right_child=1 3 9 5 -6 -7 -8 10 12 -11 -12 -13 -14
leaf_value=0.11245982678877178 0.1754005672734098 -0.060569713476697457 -0.17949671774230039 -0.0013810990904653488 0.054332251100829065 0.023006739741633055 0.049878847084378196 -0.09422331992566424 -0.083180498456923768 -0.089233098592749915 -0.25922526677827989 -0.082441772683873746 -0.1478041256109677
leaf_weight=10.06743907928467 179.36741709383205 1463.1402457494987 6.2608443438075474 49298.955197643721 405.4956574884709 6849.589747160906 207.5244391146116 141.08328813686967 20.972241261508319 74.154762195888907 1.0581775009632099 173.89250650443137 0.56478631496429343
leaf_count=2 184 39686 8 108040 2372 61428 334 1745 745 1181 4 8090 2
internal_value=0 0.00097429 0.07291 0.000394874 -0.0356359 0.00159399 0.108072 -0.0822677 -0.0220151 -0.0962607 -0.0882932 -0.0877189 -0.0848752
internal_weight=0 58484.5 467.307 58017.2 1868.64 56148.5 386.892 347.638 31.6045 80.4156 316.034 314.976 21.537
internal_count=223821 213233 1707 211526 42058 169468 518 10588 749 1189 9839 9835 747
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=15
num_cat=0
split_feature=157 77 112 13 47 113 129 127 188 34 112 158 153 13
split_gain=196.069 152.293 201.14 188.4 197.883 172.61 166.671 162.748 17.0121 18.783 13.0586 11.7734 21.8565 9.07738
threshold=-0.44576641754345864 0.20671090218918239 0.013535174416831832 -0.20706012861981749 -0.078522550343636963 0.022871344756829875 1.0160416571108775 -0.33163539495518224 -0.11383463568187392 0.53068623907332724 0.308674016634157 -0.38820902872720026 0.061922188706059977 0.21406122066504865
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 13 -13 -10
right_child=1 3 6 5 -6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.085143335340989487 -0.015518448953049935 0.080049936350424969 0.015000568650397582 0.16772369187168185 -0.023588385459114278 0.027896759212412421 -0.019797082527983734 0.010421058691732177 -0.068947500306389992 0.79043829355345607 0.13507765992222448 -0.045074850233796947 0.22514756538158109 0.17437833993622995
leaf_weight=4.872735940269191 2985.635048451717 212.10390600765822 1695.7126429661294 90.803275871323422 1402.0710364450351 3182.5715510331793 7310.7603571826476 12739.115641911805 455.71443317370722 0.34082562196999866 6.0183716011815704 13.09824093047064 3.8798343562521032 1.5383236575871695
leaf_count=485 28108 2230 12482 714 15015 16267 47765 86977 13175 5 157 293 137 11
internal_value=0 0.00185852 -0.00132919 0.0179885 -0.00997023 0.0317756 -0.0132455 0.00549596 -0.0622118 0.0594259 0.0365497 -0.0650927 0.0166764 -0.0681289
internal_weight=0 29618.8 24731.2 4887.55 1614.17 3273.37 9006.47 15724.8 485.463 11.2319 10.8911 474.231 16.9781 457.253
internal_count=223821 209558 175332 34226 17245 16981 60247 115085 14263 647 642 13616 430 13186
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=166 152 136 154 180 87 121 154 76 190 165 121 14 76
split_gain=323.233 211.242 228.787 207.497 219.18 188.804 121.124 115.841 35.6091 65.1573 33.2783 25.407 38.1204 16.1097
threshold=-0.17826924548430936 -0.068563506359063539 -0.010744391633081284 -0.23989416844828018 36.332663989290502 0.0082985378248329623 0.24714177680319721 -0.26151542047658022 -0.15344521504131259 -0.19668246445497786 0.28544263380982243 -0.092075622649569713 -0.10709679575320825 -0.36558658846574016
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 13 -11 -10 -13 -1
right_child=1 3 7 4 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.26638073154321407 0.00012100034752297361 -0.068009585883588061 -0.005644554022611852 0.020173631870190011 -0.010605328921807959 0.036962096635038182 0.05042550156246095 -0.035091921146351041 -0.084934930429411137 -0.088972523571181211 0.12225583046083749 -0.080302729561012975 -0.015448024156317561 0.075028268539585732
leaf_weight=9.0120296776294726 1766.4248592016229 181.6976882647723 2254.2741259285249 3826.9554123573471 5850.7822061562911 3006.6980689812917 656.55671165836975 3279.0563427849556 417.12371861888096 41.072344182990491 9.1135943911503983 186.27893413093989 176.50664550310466 8.5963904359377903
leaf_count=12 12308 967 9160 35920 60398 16515 4224 21284 51677 170 34 8693 2403 56
internal_value=0 0.000934519 -0.0118738 0.00885509 0.00156587 0.0309801 0.013752 -0.0230951 -0.0620597 0.00745613 -0.0506142 -0.0681025 -0.0487489 0.172963
internal_weight=0 20822.4 7956.31 12866.1 9677.74 3188.4 2422.98 5533.33 847.704 67.7944 50.1859 779.909 362.786 17.6084
internal_count=223821 160776 46976 113800 96318 17482 16532 30444 63045 272 204 62773 11096 68
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=186 91 156 44 117 191 133 14 41 14 175 73 126 66
split_gain=246.872 281.294 281.942 269.828 162.061 122.184 208.423 134.998 95.5819 83.8801 77.4344 64.2101 22.5457 34.2667
threshold=46.750000000000007 0.0659887144841797 2.9830270201788287 -0.12613775151830398 4.9807049513939985 1.2075471698113209 1.203762183468118 -0.082696575660687235 -0.11846621605265431 -0.16749152257895314 0.27205881340025401 0.46937332095847722 0.96782122348740829 2.1029646846778989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -2 -3 -4 -6 -8 -7 -14
right_child=5 4 9 -5 10 12 11 -9 -10 -11 -12 -13 13 -15
leaf_value=0.032778685258416727 0.0903291814441122 0.070283620902844707 -0.010016292313236211 0.00056522932735603583 0.28483512966311314 -0.050398791739017838 0.37693760303147422 -0.022309784795144338 -0.055190836145485478 -0.052306715751348168 0.015475787940342024 0.067695230598365339 0.58567676190764628 0.031423781934774318
leaf_weight=3075.1242851223797 417.0985441210214 63.129389905021526 808.87475199368782 16837.786695937801 11.009829642716793 104.99541411944665 28.819728411152028 142.84130999248009 1584.5678679178527 1116.1947967298329 348.4306723420159 8.753815893433055 1.1794998031109596 20.546993019757792
leaf_count=17978 2262 428 4694 75434 107 1862 405 1661 24228 90522 3790 272 12 166
internal_value=0 -0.00128576 0.00200702 0.00553991 -0.0371118 0.0579785 0.0768941 0.0615948 -0.0503834 -0.0345371 0.0237264 0.304891 -0.0312114 0.0615134
internal_weight=0 23845.1 21838 19912.9 2007.14 724.235 597.513 559.94 1647.7 1925.07 359.441 37.5735 126.722 21.7265
internal_count=223821 217181 188628 93412 28553 6640 4600 3923 24656 95216 3897 677 2040 178
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=15
num_cat=0
split_feature=184 73 83 151 192 126 126 170 51 35 68 60 82 172
split_gain=370.618 354.369 561.364 335.798 246.748 265.427 221.57 211.655 144.144 135.134 140.481 102.593 81.616 72.0443
threshold=-0.079827562824848472 0.72194269223037066 0.88791990632744189 -0.10501945594610231 15.402038686146776 0.90508294473238182 0.94270803863695474 1.240034936880106 12.814197033308135 1.6080693188379189 0.068442451542161012 0.1919694742580422 1.9335521338386552 1.5453784708647407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 11 12 -11 13 -10 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.10265905597384101 0.012322405626339305 -0.1229668078514124 -0.04079165001847973 -0.0091918095198747548 0.032842728400755021 -0.0016989865258362057 0.0026611902185887425 -0.1452581726351892 -0.071478160132663435 0.70616247888571337 0.056589569368977993 0.046737373518830776 -0.311653580123114 0.62032023246913159
leaf_weight=73.841793859843165 12138.666690644808 240.99158774036914 2327.129476236878 18031.694406801893 6144.5595575640909 718.94319743756205 4026.1233775634319 211.57610509358346 1039.6418097253772 3.7494641840457907 29.7150453615468 212.19088094297331 14.343963861465452 1.4045308707281936
leaf_count=1381 57651 259 2928 105218 9149 722 3545 127 41274 3 584 974 4 2
internal_value=0 0.000908675 -0.00433601 -0.000535835 0.016321 -0.0321433 0.0208952 -0.0494979 -0.0518186 -0.0684654 0.12937 0.0111606 -0.0747468 -0.0891641
internal_weight=0 43839.7 32709.1 30170.4 11130.6 959.935 10170.7 2538.71 1374.89 1087.45 33.4645 287.437 1053.99 75.2463
internal_count=223821 179599 165924 162869 13675 981 12694 3055 44222 41865 587 2357 41278 1383
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=15
num_cat=0
split_feature=169 122 182 112 86 120 155 74 71 108 154 183 109 91
split_gain=225.609 305.533 268.863 334.11 367.904 274.366 293.589 253.41 337.884 328.175 252.407 227.003 193.835 136.76
threshold=-0.073064136337180327 0.1810753566102806 1.3202803922547044 0.56682868378538942 2.3346114432738236 1.6438346022714965 -0.028549558847756198 -0.14203457797878777 -0.013477799376558937 1.9851767311595288 -0.025815621468917891 3.6165521736067077 0.059810257719657339 0.30492481882301459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 6 -2 9 -9 -1 -5 -7 -3 -14
right_child=2 12 3 10 -6 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.036189121449199918 0.0035738944649600225 -0.12137080941405001 0.024484203542996699 -0.067188588353838841 0.14748225273772042 -0.047805824118875372 -0.014829129850297568 0.072850853922896378 0.0092951848179364926 0.084105547110383802 0.017727227931073661 0.11769957892818617 0.12608902350069245 -0.083169127498644121
leaf_weight=2003.6378547507338 20667.531991909724 39.672747317003086 3693.1867670421489 692.39167270064354 260.32745155319571 2043.5380654456094 14931.956454634084 899.37780879286584 11962.352776212618 255.72947847470641 707.96521453000605 86.374601756688207 396.90000207861885 33.899035931564867
leaf_count=16667 71173 638 3419 760 165 21860 63326 12685 31376 237 765 356 227 167
internal_value=0 0.0107828 -0.00325517 0.0177158 0.0325833 -0.00623098 -0.00414513 0.00831362 0.0137394 -0.0225734 -0.0242585 -0.0410941 0.0901441 0.109623
internal_weight=0 15591.6 43083.3 5353.87 3953.51 37729.4 35599.5 15121.1 12861.7 2259.37 1400.36 2129.91 470.472 430.799
internal_count=223821 61997 161824 5109 3584 156715 134499 60965 44061 16904 1525 22216 1032 394
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=15
num_cat=0
split_feature=157 8 77 129 76 136 157 191 157 135 151 13 126 129
split_gain=176.744 145.071 156.517 238.181 196.42 115.883 111.595 52.2041 16.7357 18.4696 56.007 13.8232 10.601 2.34614
threshold=-0.44576641754345864 0.48559422444853545 0.20671090218918239 1.0153432602503025 -0.01799178957522795 0.014494627687790588 -0.02352810642928015 0.29348965454379733 -0.49176382482268366 0.14616481383880472 0.57685313889319134 0.34434361597232738 0.75867184903391893 1.0093717964324578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 10 -10 13 -11 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.0097988171868238997 0.010168172927837215 -0.073390319571367865 0.090263930117823632 0.013546888956178988 -0.0086677501700716791 -0.039310953828224471 0.0040362204886611559 0.17501255317102538 -0.002405715926932275 0.12153873759232506 0.78492185588665664 0.39085521701839382 -0.062860990324605501 -0.078788532909455394
leaf_weight=3.0233604355016714 11083.403210003278 403.99085340136662 450.98452645412181 3942.3514646917465 11061.437998052163 914.41036924300715 1694.4758294080384 8.6413805708289129 54.410887795384042 3.1962889097630969 0.91876300470903416 0.63083216547965903 126.70751533168368 267.6002282735426
leaf_count=158 78176 2691 3129 27246 80554 7574 10114 74 2694 17 20 5 2634 8735
internal_value=0 0.00181635 0.00418018 0.021422 0.000759553 -0.0189454 -0.0111569 -0.0681882 -0.0608863 -0.0377158 0.0106681 -0.0767089 -0.0583238 -0.0777989
internal_weight=0 29559.7 26538.2 4393.34 22144.8 3021.52 2608.89 412.632 456.488 185.233 55.3297 271.254 129.904 270.624
internal_count=223821 209558 189105 30375 158730 20453 17688 2765 14263 5365 2714 8898 2651 8893
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=15
num_cat=0
split_feature=116 158 195 192 138 136 116 11 157 124 32 49 170 146
split_gain=312.291 233.07 275.12 286.724 217.17 175.939 238.212 149.972 112.57 99.7175 71.3655 55.9692 7.35801 15.8548
threshold=-0.0099158212682015617 -0.2038896667174788 0.31205088270162501 18.106806394248281 0.14740745857978638 0.29091336049897337 0.23824616027412923 0.037729509991974691 -0.15074437441440613 -0.15971169688712658 -0.24792208977511179 -0.025343160580169489 -0.35834918745056071 0.27791400246487563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 12 -7 11 -11 -9 13 -1
right_child=1 2 3 -5 -6 8 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.080188347104223068 -0.051921390463250366 0.0036347443147677796 0.026870156747153713 -0.0045863148026103881 -0.034260413152215514 -0.06372120059861186 0.066485073732445207 -0.020729564563901563 0.094827452335521381 0.18347468546227963 -0.064593116534724479 0.059598323222244093 -0.077554035188694054 0.34822232149467469
leaf_weight=2.6465684268187029 338.47971028767643 3721.2595787916216 7126.2023544009426 4883.2567895120301 2547.5920800580061 1065.8809677239624 341.16151005064603 154.1547559685423 46.745427889050916 12.094365464465225 282.03231156495167 198.34194127237424 759.74387493068934 1.2824541113805024
leaf_count=844 6972 18158 36895 25446 13539 13565 1823 1719 300 411 15969 715 87454 11
internal_value=0 0.00184108 0.00521549 0.0140794 -0.0117654 -0.0325725 0.00751545 -0.0468411 -0.05706 -0.0114024 -0.0543927 0.0244691 -0.0768481 0.0596472
internal_weight=0 20070.6 18278.3 12009.5 6268.85 1792.27 679.641 1410.3 1112.63 646.623 294.127 352.497 763.673 3.92902
internal_count=223821 116698 94038 62341 31697 22660 8795 107123 13865 18814 16380 2434 88309 855
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=151 155 56 3 146 35 145 44 19 115 195 26 5 115
split_gain=230.67 309.8 325.174 224.844 219.062 205.76 217.559 202.019 171.327 147.876 130.04 127.104 77.7449 58.3688
threshold=0.046894433327202036 -0.016642086757830358 -0.0084587895953337783 7.636901579925655 -0.32390111915691416 -0.016514038601804847 -0.31952371084935716 -0.10742656614739228 0.12533159641059732 0.064498140795197209 0.40719562344267146 -0.049807276734787652 -0.051943479236258493 -0.13993076559386619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 10 7 -7 -1 9 -6 -2 -4 -12 -10
right_child=4 2 11 -5 8 6 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.017344254602447162 0.0082053079466652568 0.052802213510079798 -0.010363044118679429 0.0021049717930124233 0.010114211409658427 0.041742878424956262 -0.0042998807828865003 -0.033455481445096642 -0.0038149943035069482 -0.044084787594480451 -0.034165719923244638 0.068466449481576389 -0.12228276262718717 -0.052763022571399545
leaf_weight=1007.8027674909681 153.07283705100417 1029.6094631982851 236.20807982084807 5818.4766208596411 2987.6834025022108 1337.2509885542095 4412.7838647914468 3506.8902709222166 320.7806307557621 605.41147650746279 139.73143319506198 1525.6840794320451 353.26873442484066 1012.7771355540608
leaf_count=5148 803 7035 2179 32312 19957 6618 52355 11845 7540 25060 467 8599 355 43548
internal_value=0 0.00559611 0.0195847 0.0097273 -0.0175586 -0.00613741 0.00640801 -0.0221156 -0.0103787 0.000982057 -0.0723087 0.0578982 -0.0973077 -0.0409888
internal_weight=0 18874.7 8609.98 6848.09 5572.73 10264.7 5750.03 4514.69 4926.65 3593.09 646.073 1761.89 493 1333.56
internal_count=223821 126091 50125 39347 97730 75966 58973 16993 96105 45017 1625 10778 822 51088
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=15
num_cat=0
split_feature=134 72 117 160 178 103 101 181 193 67 77 60 178 93
split_gain=353.634 317.54 362.281 444.476 292.054 267.502 184.683 108.684 79.2709 57.9006 39.5124 27.0483 46.4023 28.1064
threshold=-0.037034288180468854 1.1032084393894241 0.34638190135896579 -0.32495738627119924 -0.13488256368557658 0.52054428613906656 0.33637488129052884 0.97028601443291029 0.82564184711537558 0.0083167047668122381 -0.01503912791278644 0.21970218202875921 -0.016205673877336072 -0.12919118710655009
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=0.020886874975187923 0.034853972609193172 -0.041184820187704113 -0.023239363317953982 -0.019389335535018808 0.011861291531031354 -0.022129307001687359 -0.12431953629860588 0.043159061065938933 -0.079474753791136041 -0.10187028829095748 0.097191602349908937 -0.093733891216710497 0.031978596971252535 -0.080017867436364409
leaf_weight=28.668117141758557 1761.0569385496783 882.98091103567276 2602.276490019809 10622.636205901741 26609.498173397966 727.84548383578658 383.17571867071092 392.45179727487266 40.682448197621852 11.71947647910565 66.851438960060477 53.67494935990544 64.820568131457549 744.14059884025482
leaf_count=2141 8420 1310 12102 42284 90643 959 442 633 317 77 66 1596 1279 61552
internal_value=0 0.000622784 0.00265802 -0.0116755 0.00873442 -0.0348511 -0.0663438 0.000741888 -0.0592086 0.0173606 0.0674999 -0.0694533 -0.0249654 -0.0762747
internal_weight=0 43981.9 41595.5 12383.7 29211.8 2386.45 1266.16 1120.3 1010.56 119.253 78.5709 891.304 118.496 772.809
internal_count=223821 156793 153449 50704 102745 3344 1752 1592 67028 460 143 66568 2875 63693
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=15
num_cat=0
split_feature=106 100 142 44 102 127 85 148 129 142 128 63 146 29
split_gain=230.929 259.894 241.491 288.751 244.163 441.782 330.513 237.899 220.881 192.035 136.929 127.929 96.7005 5.71602
threshold=-0.43116639534363271 1.5262410170672223 -0.099288286468770484 -0.026209244885149627 0.15341214443859566 -0.47744966221622759 -0.045390845332879855 0.27119796989852307 1.0170246263408462 0.038652866263219253 0.056016153013442878 0.032994856269652588 -0.49562933807629245 0.085985764822906777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 6 -6 -4 9 -2 -1 -5 -3 -13 -9
right_child=2 11 4 10 5 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=0.052714902804072733 -0.11256567649524155 0.14555711180329547 -0.04859247318974215 -0.11892078041768583 -0.069813371541565597 -0.00092928337125909924 0.02273740525398614 -0.19156073140384419 -0.021630166024894523 0.15667656181045275 0.093377346654790416 0.21818729292372918 -0.079390625916794813 -0.098561522756633504
leaf_weight=754.97733689798042 509.63057387154549 32.089059561491013 712.16509001282975 36.162110108183697 949.97901740460657 46711.987196960137 7394.1330047389492 7.325236450880765 561.30641816463321 232.36310456786305 190.04552817111835 11.427211761474608 246.0817713662982 67.59195605199784
leaf_count=843 4190 20 17083 461 11172 151279 34847 32 2799 170 206 2 559 158
internal_value=0 0.041252 -0.000565578 -0.04322 0.000426544 -0.00230225 0.0164708 0.0641457 -0.064904 0.0771815 0.0594388 -0.0427231 -0.0661853 -0.107655
internal_weight=0 1351.86 57065.4 1297.14 55768.3 47662 8106.3 1062.26 1070.94 987.34 226.208 289.598 257.509 74.9172
internal_count=223821 1784 222037 7656 214381 162451 51930 1203 6989 1013 667 581 561 190
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=15
num_cat=0
split_feature=112 96 191 77 190 26 188 181 151 177 111 68 195 151
split_gain=140.451 174.665 209.962 191.815 174.355 118.292 107.721 101.738 108.017 91.3843 84.8252 68.4373 46.694 36.7821
threshold=0.53899364337534361 0.41793365981762448 0.55080884348013237 0.2194877204482536 0.80357142857142916 0.39882544098527545 0.38681580610997268 -0.16449636223790562 0.76890589085041083 -0.098983934234041351 1.1368251697622707 -0.021761963680166564 0.17208494560522256 0.17742491954979317
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 8 13 -6 12 -12 -9 -2
right_child=7 4 6 -5 9 -7 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-0.00023810818199646749 -0.061133321479732099 0.059062299933251294 -0.16318783715822521 0.03279648509317553 0.34595255265613528 0.011959213902755422 -0.031359583786774468 0.14107905889713485 0.89763981241989732 -0.030294433305779491 0.23597751411769058 0.020227329649755529 -0.031355714676870615 0.2298125217241449
leaf_weight=21803.560556044307 6.8924294536700534 1268.8171645541443 65.016678904183209 1911.822022039647 6.5387662092689416 919.55824262823444 1329.0777729171095 15.828329803422092 1.9883439112454642 506.53099413902964 20.173142404179089 54.215564022539183 1999.8102189648198 11.757630606181918
leaf_count=167729 140 5804 146 16331 89 6458 5661 109 20 4050 306 288 16582 108
internal_value=0 0.0028073 0.000207897 0.00242498 0.0269683 0.0392695 -0.0375077 -0.0239497 0.196988 -0.0254994 -0.0261314 0.0787357 -0.0300016 0.122289
internal_weight=0 27810.9 25109.5 23715.4 2701.45 2188.38 1394.09 2110.67 20.6384 513.07 2090.03 74.3887 2015.64 18.6501
internal_count=223821 206268 189867 184060 16401 12262 5807 17553 268 4139 17285 594 16691 248
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=15
num_cat=0
split_feature=116 158 195 99 109 195 136 166 176 157 173 194 39 157
split_gain=276.844 203.316 229.752 255.771 202.097 201.008 159.818 205.451 142.143 115.751 46.0588 41.8596 30.8383 27.1158
threshold=-0.0099158212682015617 -0.2038896667174788 0.31205088270162501 0.015626402175144126 -0.30787018941430117 0.15008793528703659 0.42044721237818 -0.069302737515932633 0.071820910860438777 -0.15074437441440613 1.1118999082696461 -0.057080471317806296 -0.19346608380500505 0.59781520625140117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 8 -3 7 -2 11 -8 -10 -1 13 -6
right_child=1 2 3 -5 12 -7 9 -9 10 -11 -12 -13 -14 -15
leaf_value=0.019862036981651864 -0.064173839905032212 0.072542892257565161 -0.014781913952639928 0.020735417979646887 -0.08027144374046627 -0.014474908692711544 -0.067270217434219182 0.039561376871384724 0.067639472771951079 0.10973024515151973 -0.24356987798027283 -0.088213307394024998 -0.072821532324944024 0.29123959376402181
leaf_weight=50.573317671776749 303.38884495946695 277.78916433616541 2588.3451743581682 9358.044399284001 3.5552265134465406 5980.4275700796279 872.63250303355744 515.02580499323085 240.81189631461166 38.580226009245962 4.8514330163598052 122.99876813896117 918.78017939375422 4.3911920100217685
leaf_count=630 7728 1255 14965 47376 842 30442 11602 3134 945 196 36 5296 99358 16
internal_value=0 0.00179613 0.00490907 0.0130401 -0.0450625 -0.0106124 -0.0309681 0.00110641 0.0125492 -0.0597761 0.0614936 -0.0567236 -0.071125 0.125026
internal_weight=0 19934.2 18204.6 11946.4 1345.96 6258.22 1729.63 818.415 419.235 911.213 245.663 173.572 926.727 7.94642
internal_count=223821 116698 94038 62341 107123 31697 22660 10862 6907 11798 981 5926 100216 858
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=157 194 29 161 103 124 79 13 191 124 64 108 167 43
split_gain=247.02 250.623 333.177 268.142 244.967 219.402 185.813 209.359 124.107 105.411 138.641 97.8756 70.5936 66.625
threshold=-0.093773285101974233 0.043337705625759816 0.13033424910988059 -0.20192053091382076 0.62962951962425551 -0.30589692971698462 -0.051971645395457559 0.053837876142878126 -0.11500130684788284 0.14283362809864827 -0.019200122305639004 2.183262431065208 -0.21427753194570318 0.87338373287694615
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 -4 10 -8 -11 -9 -6
right_child=6 4 8 -5 13 -7 9 12 -10 11 -12 -13 -14 -15
leaf_value=-0.0064903065956673934 0.062723903586362567 -0.085404242642428574 0.022290377437457397 0.036959947264051565 0.0078363017332923317 0.025102510864892069 -0.049620693563651577 0.064251847744661333 -0.047298925043238377 -0.058960144483905769 -0.0032823894880800644 0.16738216364731984 -0.061075043642037356 -0.044452064124387208
leaf_weight=5666.3727519842796 512.25200362963369 183.67098855483346 292.60413767618593 1895.3870523836231 362.17124848207459 8236.7695941850543 971.3455007923767 53.97217763052322 2064.3483371800976 1094.8400666825473 1925.771784968616 19.444123358582146 268.70179056873894 744.85298611188773
leaf_count=26061 6201 285 2067 8454 1573 31593 18878 454 8436 14345 49313 248 44660 11253
internal_value=0 0.00529476 -0.00583163 0.00440068 0.0168781 0.0226921 -0.0199388 0.0229808 -0.0386598 -0.028872 -0.0188187 -0.0550105 -0.0401122 -0.0273455
internal_weight=0 19446.2 9918.71 7561.76 9527.46 8420.44 4846.33 834.926 2356.95 4011.4 2897.12 1114.28 322.674 1107.02
internal_count=223821 89722 45018 34515 44704 31878 134099 51315 10503 82784 68191 14593 45114 12826
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=115 73 72 157 109 126 180 163 20 28 157 194 160 70
split_gain=328.478 301.101 517.444 505.83 387.458 345.237 308.84 223.264 81.2281 68.1876 59.5037 33.5137 30.4597 1.50798
threshold=-0.19084543199088641 0.84277765377767488 1.0248136159082504 -0.36935277602441219 0.12780806862017485 0.96107946207747708 33.718206157965206 0.52451903575699188 -0.48645484856395621 0.38290272052950997 -0.4577552172262554 2.8499704491743922 -0.18790706860018117 0.92009821490956045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -4 -6 -3 12 11 -11 -10 13 -1
right_child=1 4 5 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.080556055664325957 -0.025855403528531475 -0.11923000916516478 -0.014224442312030669 0.0052569930100704147 -0.042704894575286867 -0.098911607517922662 0.030962474987018748 0.052456890445649884 -0.079541196203799833 0.087987843492476223 -0.14966568945465206 0.091865227314589917 0.50905622700033293 0.091570950965824599
leaf_weight=0.80641896117595036 6411.0012621266651 303.24108182219788 1034.4296709844493 28262.247539270727 625.13660994544625 900.35477479360998 6348.0319231618196 100.96167833730578 696.59937903803075 46.524918799987063 13.619657040573655 11.596823117462916 3.3102113008499137 1.3799190521240234
leaf_count=157 18335 282 1749 174651 570 1083 7573 209 18989 130 76 14 2 1
internal_value=0 0.000410154 -0.00330404 -0.000495615 0.0188407 -0.0536337 0.0243583 -0.0763461 -0.0653125 -0.0680528 0.0341715 -0.0767344 0.317742 0.0280828
internal_weight=0 43985.4 36608 34673.2 7377.37 1934.78 6973.17 404.203 773.837 768.341 60.1446 708.196 5.49655 2.18634
internal_count=223821 204452 195818 192986 8634 2832 8143 491 19369 19209 206 19003 160 158
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=14
num_cat=0
split_feature=126 90 95 27 95 126 157 124 131 83 97 44 32
split_gain=217.353 225.209 366.456 545.843 348.039 337.014 329.365 242.521 184.041 61.1173 90.5327 34.2309 17.3825
threshold=0.99313603977333653 1.2048001305827267 0.26682058837355155 0.39958889330505354 1.4720140073579031 0.94204175825838943 -0.14117334030865372 0.0097137549585308274 -0.0041003936452013818 0.76491882392478239 0.22819739500403788 88.033751275488882 0.10589402451735869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -3 -6 12 11 -11 -10 -2
right_child=8 4 5 -5 7 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.00094206888621524909 0.035148385894459386 0.059340972236070204 -0.024351089407068746 0.046695755026737867 0.075649443590377008 0.0066537004411767551 -0.032196930266841083 -0.022150602049388925 -0.10559397317702726 0.13968367269161397 -0.082726846104902427 0.12881838561000844 0.14274346094304141
leaf_weight=34171.512449292408 25.555744610726833 2374.7934864950366 10328.226527424296 2822.8424746410456 293.08853100705892 5307.3642603880726 471.04178207460791 1879.7581130689941 378.1314060036093 27.902448244392872 53.191015616059303 6.333905577659606 36.403889525681734
leaf_count=178527 26 2368 22965 5157 337 6810 887 3265 3317 15 117 2 28
internal_value=0 0.000938572 -0.000991513 0.00443329 0.021179 -0.0138268 0.0441896 -0.00895866 -0.063544 -0.0850919 -0.00620036 -0.101732 0.098365
internal_weight=0 57648.6 52629.9 36994.4 5018.68 15635.6 2845.84 2172.85 527.518 465.559 81.0935 384.465 61.9596
internal_count=223821 220316 213459 183684 6857 29775 3255 3602 3505 3451 132 3319 54
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=15
num_cat=0
split_feature=157 131 76 76 83 193 122 148 157 63 139 68 13 9
split_gain=157.038 132.219 140.64 201.282 189.11 64.8098 66.3554 52.7407 16.5364 17.6348 123.752 14.0221 9.67865 2.35434
threshold=-0.44576641754345864 -0.49450891641296418 -0.12987315617598791 -0.36558658846574016 -0.097682951845175406 -0.14962911122028186 0.030159452233699254 -0.54949997414372154 -0.49176382482268366 0.032994856269652588 0.029611833764997788 -0.11516515178869224 0.34434361597232738 -0.36863764539902194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 12 10 -10 -11 13 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.037370567317076546 -0.36269152333931648 -0.06228574812751099 -0.023711870862111701 0.029707624596387039 0.0035523399737556458 0.036500640297351401 -0.040188666505549947 -0.096921859708115315 1.9273085019233536 0.031938510285747755 0.022143092130339239 -0.057273434126078354 0.25556740564391811 -0.079675680839299587
leaf_weight=13.942715014505664 8.672845207154749 258.17176875425503 2871.0018221257487 3020.6165802592877 22340.902260796342 133.48490410391241 728.98678800673224 53.6954400036484 0.34832413843833165 20.117907144245692 16.09627084544627 141.80377097928431 0.87670289725065131 232.77228801083402
leaf_count=1268 13 1134 22006 20665 155341 1543 8676 180 17 621 1595 3132 5 7625
internal_value=0 0.00177342 0.00298134 0.0224641 0.000447632 -0.0354381 -0.0283194 -0.133879 -0.0593828 -0.0361689 0.0624977 -0.0461893 -0.0761063 -0.0772849
internal_weight=0 29415.5 28490.7 3278.79 25211.9 924.84 862.472 62.3683 425.958 178.366 16.4446 161.922 247.592 246.715
internal_count=223821 209558 199146 21799 177347 10412 10219 193 14263 5365 1612 3753 8898 8893
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=167 51 126 52 180 12 10 136 115 180 152 52 170 24
split_gain=260.926 226.979 220.511 213.971 147.471 166.535 150.475 133.412 169.156 119.059 115.581 107.812 29.6541 37.6822
threshold=-0.018854206230660874 73.679610396856674 0.9079952361866187 0.069890947492261421 36.166666666666679 2.5665018130928754 1.3228296421172836 0.058615345386179289 0.3151792882300562 32.688755020080329 -0.078841957544469196 -0.15667838064027959 0.040169143774172307 0.1355782675947195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 11 6 -6 -2 8 -3 -9 -5 -4 -1 -14
right_child=2 7 3 10 5 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=-0.077100367551040438 0.034251138155666286 -0.012077597040681044 0.15160209799209859 -0.017008069961149161 -0.044763315746689514 0.010948520788998668 -0.07759276034543322 0.056655050731934012 0.05327517052455466 -0.056034954302378315 0.0096575387661600731 -0.048491620586092521 -0.020754501559398925 -0.076137563606162389
leaf_weight=610.82885256721056 3583.5905955142225 1601.4497466078174 27.500596684112679 2609.4522368941689 609.49787101335824 4483.0620869658305 124.47065593022853 106.77642540429952 526.19405771512538 768.76474138186313 4310.7798732361989 1292.9885573750071 288.89000961204874 213.75086272734916
leaf_count=69598 24892 13756 470 8091 5067 32964 220 487 3069 3777 15476 32021 6898 7035
internal_value=0 -0.0237334 0.00431912 -0.00743626 0.0153266 0.00428071 0.0304968 -0.0094356 0.00408499 -0.0422919 -0.000397418 -0.0443245 -0.0622966 -0.0443065
internal_weight=0 4116.65 17041.3 8240.72 8800.62 5092.56 3708.06 3003.18 2127.64 875.541 6920.23 1320.49 1113.47 502.641
internal_count=223821 104620 119201 56058 63143 38031 25112 21089 16825 4264 23567 32491 83531 13933
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=157 179 115 108 1 115 35 94 74 157 182 85 110 69
split_gain=222.264 218.427 196.535 333.656 244.4 195.904 98.8641 92.6775 69.3861 34.2501 24.2171 23.1148 35.1806 11.455
threshold=0.076014181898170718 1.0330000219006237 -0.18719741304846135 1.9851767311595288 -0.45358261300708097 0.25852489392160488 0.14898420847814495 0.012728474139705962 -0.22569412274543549 0.26145863641337058 -0.0031634436479940375 2.2081481068708642 0.088674720501154533 0.41767260454580085
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 10 -2 13 -13 -10
right_child=8 5 4 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.037407796558644672 0.074339641224596451 0.062431829987825843 0.045859612109116349 -0.090930675879975206 -0.0049397897045874335 0.11722249765355418 0.20941657763807578 -0.030226659716834765 -0.06371136158248579 -0.058752854972204949 -0.018249069242967441 1.4142196668989877 -0.081216206804939406 0.016759143319073213
leaf_weight=2410.0760122638894 73.611271548084915 77.469698947155848 996.19594159210101 221.16431996226311 19206.012771979149 58.521531903301366 111.80095291696489 156.95328500738833 725.58610591618344 51.497759136080276 45.841269059572369 0.26762245921417971 0.38166422210633755 18.131801943527535
leaf_count=15795 1129 475 6090 94 100973 413 598 3195 88963 4731 492 17 24 832
internal_value=0 0.00220421 0.000913419 0.0266205 -0.00243481 0.0750235 0.149255 0.00981955 -0.0480344 0.00941814 0.0388077 -0.0612288 0.535171 -0.0617495
internal_weight=0 23238.2 22833.4 2631.24 20202.2 404.745 189.271 215.475 915.317 170.95 119.453 744.367 0.649287 743.718
internal_count=223821 127633 122952 15889 107063 4681 1073 3608 96188 6352 1621 89836 41 89795
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=103 16 80 103 98 148 35 76 9 25 121 17 196 148
split_gain=334.294 407.185 400.127 603.942 466.779 443.435 312.001 303.999 261.093 251.932 182.889 166.387 163.421 153.852
threshold=0.053719772493696964 0.096530609493565206 0.22342262979507246 0.47282987815740635 0.16265096905974749 0.20851583471245747 -0.14682381604393616 -0.016258375922060243 -0.23214512449693628 0.1910667423313154 -0.11176548178993527 -0.14086070346014937 0.79117290022722997 0.088347368910775839
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 5 -5 -4 11 -8 10 -10 -3 -2 -1 -14
right_child=2 8 3 4 -6 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=-0.055253739033632489 0.028246631219950635 -0.082306176505982001 -0.038793607678698883 -0.059944380781515795 0.010655919371019586 0.014180661047753274 -0.014224482645751331 0.026690042547283438 -0.023309227659567305 0.050599764040169082 0.15466755596111675 -0.11307536013943603 0.044889746854697307 -0.04689756466554465
leaf_weight=2814.6867515513732 119.2100020259968 39.668708890792914 6570.2573864890146 995.4955993515905 15796.663520218804 2080.5244757862529 2194.5302456969512 10528.378386237862 1568.860941773688 653.2308780218591 181.93289162201108 276.64400304664741 356.07148298213724 374.87308887252584
leaf_count=82135 707 4834 11761 1544 21240 3168 13088 31182 47740 3431 258 996 957 780
internal_value=0 -0.022667 0.00272668 -0.0045878 0.0064705 -0.0260532 0.0169126 0.0196328 0.00874026 -0.00158212 0.112247 -0.0705168 -0.0443133 -0.0021844
internal_weight=0 5989.32 38561.7 25442.9 16792.2 8650.78 13118.8 12722.9 2443.69 2222.09 221.602 395.854 3545.63 730.945
internal_count=223821 140135 83686 37713 22784 14929 45973 44270 56263 51171 5092 1703 83872 1737
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=15
num_cat=0
split_feature=76 97 16 127 109 59 191 19 190 172 100 169 125 35
split_gain=212.745 410.443 308.648 300.317 355.256 302.636 290.266 272.439 270.896 279.475 238.397 210.549 153.717 139.135
threshold=1.1698677047535997 0.6110257781761681 -0.20173213727091074 0.72097717942401085 0.56898162232827132 -0.02335627757041947 0.51323540861080141 0.59016058493927004 0.35614909229091835 0.22316884337052126 1.3603259760811768 -0.15732961647182664 0.02394224992234668 0.40206054834122612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 10 4 6 -6 -1 -4 9 -2 -3 -10 -5 -14
right_child=1 2 7 12 5 -7 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.0047268280441781531 -0.11937622033082394 0.021450452273794152 0.04037479745314132 -0.087854161960854937 -0.064761684183969478 -0.012524653127613276 0.01369101918445678 -0.093998800222321585 0.11883081042174884 0.091177439193710713 -0.067831983723050451 -0.042668718142933319 0.030438024919422071 0.102392124682802
leaf_weight=34093.925667882897 66.309423476457596 449.66963477805257 1479.0751117519103 94.714814814738929 1528.5392596989404 4041.5878268238157 11424.204355854541 168.02414945047349 103.38154000043869 1278.5868671438657 892.95304990094155 368.3584517724812 1580.8386963196099 323.77525409311056
leaf_count=192174 40 1029 1617 343 2844 5728 14612 223 29 815 2075 323 1814 155
internal_value=0 0.0204371 -0.00234198 -0.00153348 -0.00302139 -0.0268594 -0.000104291 0.0266671 0.0579258 0.0807962 -0.0379296 -0.00727619 0.0364865 0.0426699
internal_weight=0 4806.36 2989.72 53087.6 51088.3 5570.13 45518.1 1647.1 1816.64 1344.9 1342.62 471.74 1999.33 1904.61
internal_count=223821 6151 4944 217670 215358 8572 206786 1840 1207 855 3104 352 2312 1969
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=15
num_cat=0
split_feature=157 77 77 94 104 56 10 188 110 71 157 9 154 39
split_gain=142.295 134.218 162.778 268.836 161.7 62.0593 109.04 31.9047 29.2204 19.7617 19.6958 33.4942 18.9675 18.2352
threshold=-0.41854548417762621 -0.35914641964089722 -0.13874646965510432 0.0057159392707944144 -0.11090673295687918 0.75260940109073104 -0.022178473918712398 -0.10090586074652509 -0.60880729337176442 0.016186150633527796 -0.49176382482268366 0.022060392669186999 0.1371693398636111 -0.084855609533346865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 8 -7 9 -2 12 -9 -12 -1 -11
right_child=1 2 4 -5 -6 6 -8 10 -10 13 11 -13 -14 -15
leaf_value=0.026281171477086779 0.12061129606287953 0.07450833621600704 -0.020291822284341229 0.0057000313366399836 0.0032050296552760971 0.98985651151738319 0.043695237583570495 -0.076228010203415575 -0.082854951657026499 0.20258770490109237 -0.004972332781834149 -0.070181496010297356 0.66165327806236618 -0.018197539864578463
leaf_weight=0.84485668543493631 7.249482011422514 801.58601925941184 3360.939173089515 1946.9872196243377 22778.962555079313 1.3049097908660794 18.292858233675361 224.76629640199826 267.6627755984664 5.1305055869743272 158.0052874230314 157.071025891928 1.0584977525286374 13.811003479349889
leaf_count=30 101 6058 24581 14017 158701 28 470 8333 1169 190 7158 2125 13 847
internal_value=0 0.00193327 0.00261801 0.0257671 0.000183921 -0.0652332 0.106695 -0.0489257 -0.0774895 0.0724693 -0.0536131 -0.0374802 0.379626 0.0416044
internal_weight=0 29183 28888.5 2748.57 26139.9 294.51 19.5978 560.687 274.912 20.8449 539.843 315.076 1.90335 18.9415
internal_count=223821 205125 203357 20075 183282 1768 498 18696 1270 1080 17616 9283 43 1037
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=115 23 132 22 155 195 109 195 187 176 178 158 38 34
split_gain=249.743 196.161 196.028 180.698 222.885 173.276 156.61 134.046 133.937 105.541 56.0851 55.5775 54.3197 27.3395
threshold=-0.013182394639776954 -0.040721133222626479 0.22852308560838114 0.043001901931967589 -0.13818667398481896 0.31448302233820796 -0.37812509495088736 0.21712018838407293 0.037254121960803417 0.071820910860438777 0.22740821682249626 0.35739151960041832 0.099657356300774477 0.3703853534339005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 7 -5 -4 9 -3 -2 13 -8 -12 -11 -1
right_child=1 3 5 4 -6 -7 10 -9 -10 12 11 -13 -14 -15
leaf_value=-0.095769290234564153 0.029765047496695441 0.015394650368105306 -0.20864952062035017 0.0093814406965892078 -0.017364604099902162 -0.010390662648988629 -0.080316402788176686 -0.054019770162611995 -0.015540523281734787 0.092322474004741584 -0.081623682964446095 0.069861868274300326 -0.19843828888123138 0.013809435962751566
leaf_weight=63.881443044985645 4074.538922163978 368.08915399038233 68.03837903123349 8397.8128656340414 4953.6353172892705 125.20721512509044 694.46179716361803 1139.186455496907 776.95047862551291 132.54947214992717 44.598045558028389 53.001570522319525 6.7525038663297883 35.378193764248863
leaf_count=2855 23511 1848 434 37827 45024 801 100305 5215 3817 426 1356 221 42 139
internal_value=0 0.00153748 0.0185753 -0.00424709 -0.000541839 -0.0801941 -0.0489472 -0.0370682 0.0225095 0.0220824 -0.0703407 0.000640699 0.0782282 -0.0567132
internal_weight=0 19903.5 5044.73 14858.7 13351.4 193.246 1030.62 1507.28 4851.49 238.562 792.061 97.5996 139.302 99.2596
internal_count=223821 118477 28563 89914 82851 1235 105344 7063 27328 3462 101882 1577 468 2994
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=73 181 14 151 154 98 72 172 8 80 161 132 131 124
split_gain=202.21 364.699 269.374 238.493 236.345 234.705 200.526 191.459 170.985 142.321 121.47 113.888 108.889 98.71
threshold=0.081279569078626657 -0.024190458504143326 -0.31467280824179528 -0.099613933672581242 -0.17391475398698666 0.0044884551088482912 0.96277931691858565 0.28559678688308965 -0.29507301247056689 0.017752998916055661 -0.16325481773116499 1.6939462231034363 -0.22203581231154187 -0.048384412117192917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -3 -4 7 12 -5 -9 -8 -12 -2 -1
right_child=6 3 5 8 -6 -7 10 9 -10 -11 11 -13 -14 -15
leaf_value=-0.031882615501072145 -0.10185309418336326 -0.0083171869966355196 -0.007433086906102249 -0.046913817191988325 0.044260329212911197 -0.055881362725346807 0.11302780619779842 -0.060497383377291318 0.0098699475398067935 -0.015018684203700804 -0.016977166064490373 0.36553809358063499 0.043119569968909817 0.050359938945357778
leaf_weight=179.61560428794473 55.834841375937685 1075.639387519157 3026.904925945506 618.1432159524993 4167.2661338056205 1493.1904482660757 200.18355029541999 762.44515924222651 3730.8961221420905 7056.8646507081867 173.8588000034797 8.1484010636340809 718.71544793091016 778.34145035455003
leaf_count=596 172 6936 55407 2451 22920 11864 877 20832 38130 51290 3883 292 2823 5348
internal_value=0 0.00735584 -0.0132292 0.0191121 0.0334735 -0.0234377 -0.0116035 -0.0147555 0.00179908 -0.0194532 0.059272 0.000147913 0.032669 0.0349396
internal_weight=0 15070 5478.05 9591.94 5242.91 4520.1 8976.05 8593.86 4349.04 7819.31 382.191 182.007 774.55 957.957
internal_count=223821 143652 73215 70437 29856 67271 80169 75117 40581 72122 5052 4175 2995 5944
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=15
num_cat=0
split_feature=118 190 96 103 115 151 51 187 170 74 154 183 27 47
split_gain=324.449 328.7 360.053 492.471 359.317 208.389 239.377 182.198 231.72 205.169 167.815 145.213 119.007 92.8336
threshold=0.79866573673483077 -0.035634743875279151 0.89645875177181067 0.52054428613906656 -0.16858459546326057 -0.4868198124476682 13.361414746370986 1.1374284364724605 0.024196216242797716 1.5600966814870174 -0.25708537122301961 2.4880863322571334 0.34355716029544409 -0.0048428687799463325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 13 -7 9 12 11 -10 -2 -9 -1
right_child=7 2 3 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.13084425319583706 0.049152058016831569 -0.06409733876462119 -0.069203219130017132 -0.0062397193038787723 0.0055118484158072113 0.0080090405372970058 -0.055275736640216649 -0.1114990090770993 -0.033540945786025435 -0.12008956959524596 0.031855350058874389 -0.041755171102271747 0.090947419472002855 -0.068415234469864902
leaf_weight=106.31133020773996 2709.454496735998 761.44405191935948 1665.8228844652185 4885.2428700225428 28394.665490177227 800.03539080408518 2363.3064969754487 233.9561967914924 550.77050910890102 78.990633023902774 1364.6004085559398 187.90029525058344 33.151689752936363 29.973277006996796
leaf_count=337 6760 12789 2621 6788 104644 5292 81211 151 459 59 1841 308 40 521
internal_value=0 -0.00385647 -0.00106596 -0.0222502 0.00369393 -0.0340543 -0.0392705 0.0228287 0.000882316 0.0389214 0.0130505 0.0432565 -0.0863727 0.0870208
internal_weight=0 39006.8 35707.2 6551.07 29156.1 3299.63 3163.34 5158.82 2182.48 2976.35 1915.37 2897.35 267.108 136.285
internal_count=223821 214203 126842 9409 117433 87361 86503 9618 2491 7127 2300 7068 191 858
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=15
num_cat=0
split_feature=152 16 188 142 128 2 79 32 60 158 157 2 155 148
split_gain=206.733 416.111 438.691 308.128 295.089 245.892 490.68 266.568 197.582 249.469 188.055 159.358 151.499 146.571
threshold=-0.32739884012449977 0.26025755670651873 0.5988475288678633 3.8012399649306885 -0.22340862210991833 0.18977401632770305 -0.018235815768925637 3.2082693816645498 0.13947545524196023 -0.2215333835786924 -0.0071344876143970273 -0.41340130640089301 -0.37717714172857258 -0.31342222801001113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 12 -4 11 7 -7 -2 10 -10 -6 -1 -3 -13
right_child=1 2 3 -5 8 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.063399625628822315 -0.0016210945357653544 0.056925218461217647 0.02384685618520542 -0.11140325833861393 -0.027414914050704783 -0.028838919482769274 0.055675265984231684 0.078497419080763464 0.038102265144136227 -0.054523380730822996 0.051931961315671099 -0.030351945524337176 -0.058275932015455202 0.10239590211238686
leaf_weight=78.396262209862471 43663.431377412053 118.94315769034438 1575.1976556908339 188.61367306578904 1770.7653175466694 1018.692218274693 2109.6448813527822 419.26888257730752 2365.2685248353519 331.52926963637583 359.30100778490305 94.733904595021158 2835.8914281235193 681.69243489019573
leaf_count=251 122949 3183 1819 294 5792 35219 9464 490 2736 1585 1486 342 36314 1897
internal_value=0 -0.00176654 -0.0300811 0.00938385 0.018325 0.00106344 0.0281546 -0.00085909 0.00873441 0.0267154 -0.0140306 0.0724792 -0.0536387 0.086199
internal_weight=0 51929.7 4718.65 1763.81 5681.69 47211 3128.34 44082.7 4826.86 2696.8 2130.07 854.823 2954.83 776.426
internal_count=223821 209732 41610 2113 14089 168122 44683 123439 11599 4321 7278 2490 39497 2239
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=13
num_cat=0
split_feature=140 93 61 119 13 182 96 118 1 154 133 107
split_gain=131.475 160.793 178.12 179.678 173.287 164.21 145.761 138.658 132.181 66.4355 95.6217 40.1962
threshold=0.58384300121466925 0.33132251977740651 0.48398149016789588 0.18137380563637442 -0.049734717621410678 0.096694676983719322 -0.02901480214183122 -0.14091244643256293 0.348622371269036 0.15329799056674823 0.053177437065686582 0.0017358066904666015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 11 -11 -2
right_child=8 2 4 -5 -6 7 -8 -9 -10 10 -12 -13
leaf_value=-0.013322388528357532 -0.05969691703108531 0.066805015302244822 -0.035404317069969375 0.011105433986825147 0.042441002067003103 -0.061278755471319751 0.0091858162553322374 -0.009321666836804663 -0.27005937698389104 0.1097711292501264 -0.017318966785171662 0.03561459094730561
leaf_weight=3612.82668179553 517.33290253419545 1143.5623629719485 816.97930429247208 1173.4286186417448 439.94744821777567 557.59551513486076 14129.067962500121 6515.1187702252646 22.59872242808342 65.293388211866841 634.53067169649876 48.386658598436043
leaf_count=30463 7578 6409 8182 5132 1974 3497 119949 33278 33 519 5752 1055
internal_value=0 0.00232239 0.0221534 0.0385962 -0.00815703 -0.000533758 0.00460241 -0.0134178 -0.0303421 -0.0260615 -0.0054615 -0.0515448
internal_weight=0 28388.5 3573.92 2316.99 1256.93 24814.6 17741.9 7072.71 1288.14 1265.54 699.824 565.72
internal_count=223821 208884 21697 11541 10156 187187 150412 36775 14937 14904 6271 8633
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=15
num_cat=0
split_feature=115 176 152 12 76 110 157 157 150 173 143 16 130 140
split_gain=231.433 286.552 200.415 161.223 153.895 139.511 130.464 120.14 112.103 68.4118 62.6735 52.7231 20.2547 14.765
threshold=0.015646319036788214 0.071820910860438777 -0.068563506359063539 2.8773537439180603 0.50221689161278926 -0.28073787871788519 0.022864577418974671 -0.51216294949709973 0.36844579582578163 0.14587677815167394 0.090159656760050638 0.35141036148058574 -0.64486831088192476 -0.36735490211503014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 6 10 -4 -2 -5 -7 -3 -6 13 -1
right_child=2 5 4 8 11 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.1169806357720231 0.063311764698447931 0.069228878867507365 0.033018103014977734 -0.023834234655259925 -0.070257771028142638 -0.080454611189460457 0.0068337544056043037 -0.039159809751865157 0.0080336905006694725 0.005282800826553009 -0.18763567361762659 0.082152952556821868 -0.075295287081374965 -0.085321133650634304
leaf_weight=9.5486888810992223 121.18913153070025 301.9574394171359 2421.0125838742242 1549.7756853444735 290.9186257191468 153.9403527021932 8890.852388538653 2046.7134922603727 3836.3508461533347 235.34598653193098 9.8074734271503967 24.617714964784682 913.92375686927699 5.798559008515439
leaf_count=18 1313 1262 13361 7311 7795 4219 43461 13242 17687 2709 60 175 110722 486
internal_value=0 -0.0369681 0.00227743 -0.0104042 0.0105164 0.0113002 0.0124378 -0.0334315 -0.00113582 -0.0286214 0.0611485 -0.0583669 -0.0733821 0.0405462
internal_weight=0 1630.32 19181.4 7554.03 11627.4 701.051 11311.9 2167.9 5386.13 389.286 311.765 315.536 929.271 15.3472
internal_count=223821 119476 104345 39553 64792 8250 56822 14555 24998 6928 1322 7970 111226 504
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=157 176 142 19 109 159 74 49 110 145 16 19 79 139
split_gain=196.428 283.474 410.659 381.709 300.551 211.754 206.237 184.191 194.914 231.301 185.044 138.273 91.1271 71.6241
threshold=-0.2691886585001389 -0.095826864329983955 -0.045468790544661672 -0.34317746996007453 0.44936283703344332 0.096923912367575096 -0.13736242720528799 1.636372311839023 0.16846229196542672 -0.36013159520890947 -0.06995438627021601 0.077053388022556513 -0.05692421279732298 0.0095781860976646531
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -3 8 9 -2 -10 -6 13 -9
right_child=7 2 3 -5 11 -7 -8 12 10 -11 -12 -13 -14 -15
leaf_value=0.090736215750579163 0.070217358243810674 0.068864866252634022 -0.054343404175690918 0.020288909762962309 0.023717877545323243 0.031066410628722077 -0.070540914509127667 0.011408075859379564 -0.03913143480645713 -0.00089987929053794539 0.00043645330772421558 -0.045696507759215008 -0.089733656136288489 0.63395081539690634
leaf_weight=828.97654183581471 486.4127967916429 118.0764348320663 806.76554513117298 4551.5468782267999 551.63681891513988 2104.7502436134964 1048.1957330596633 4.6710073163267216 2734.7380128968216 7648.3267512122402 2081.5387364040071 598.12907817144878 323.34874933684478 3.0579576208256185
leaf_count=8325 4167 648 2511 24187 1960 10593 1997 613 16846 131403 17781 1325 1431 34
internal_value=0 0.01028 -0.0026524 0.00905202 0.0309432 0.0479272 -0.0564271 -0.00796991 -0.00608706 0.00335254 -0.0220307 -0.0123927 -0.0816225 0.257717
internal_weight=0 10608.1 6524.58 5358.31 4083.49 2933.73 1166.27 13282.1 12951 8134.74 4816.28 1149.77 331.078 7.72896
internal_count=223821 51546 29343 26698 22203 18918 2645 172275 170197 135570 34627 3285 2078 647
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=15
num_cat=0
split_feature=26 186 188 192 195 169 115 182 22 83 79 154 35 182
split_gain=290.335 244.849 291.945 273.378 605.503 298.591 148.355 110.983 47.0372 60.6269 119.418 48.4034 45.5733 20.47
threshold=-0.039350467315042069 65.250000000000014 1.4330476425211691 16.730967771356173 0.21933072122462358 -0.11002800635223393 0.048954036612832409 1.4923675011263631 0.20647244601197109 -0.13637091487595696 -0.043246491344636588 -0.10678385489313366 0.24909502889617394 4.8146599355409139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 9 10 -1 12 -10 -11
right_child=1 2 6 4 -6 -7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=-0.081149752631428873 -0.069488054098369917 -0.05421910925864646 -0.10388437065939936 0.086234170793407908 0.0048473633810274357 -0.0063420755038270174 0.026451771719171943 -0.25671023682779254 0.091854105969180144 -0.082373287390888839 0.14217818096374024 -0.074415305142169805 -0.096295297626799892 0.11507665162844449
leaf_weight=63.88702720834408 806.74625568737974 1455.479131486034 97.325484789907932 944.45072641922161 28474.926960914221 10431.775076627557 850.52104429341853 27.58024119772017 57.398168424901087 606.43703161537996 38.295679086993914 54.682121690886561 16.596055024885572 5.2964036464691153
leaf_count=7386 10312 2433 94 1665 94131 49429 1314 35 366 53610 1026 1582 436 2
internal_value=0 0.000548778 -0.03028 0.00239201 0.00746013 -0.0108749 0.0130688 -0.0579848 -0.0587228 -0.0687536 0.00254831 -0.00307012 0.0496544 -0.0806638
internal_weight=0 43088.8 2430.91 40657.9 29419.4 11238.5 947.847 1483.06 842.592 713.916 102.183 128.676 73.9942 611.733
internal_count=223821 159413 3876 155537 95796 59741 1408 2468 64408 62024 8412 2384 802 53612
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=15
num_cat=0
split_feature=28 134 89 165 140 10 170 149 43 53 138 50 152 96
split_gain=206.166 244.312 431.802 383.619 261.222 242.08 130.865 122.031 115.457 83.8412 39.6325 46.7992 9.48433 2.27058
threshold=-0.13850173592763976 -0.076635326676512364 -0.065480568058872632 0.093683243838101185 0.20136862331306318 -0.26877031244770405 0.9123562466588675 -0.50176382306684097 19.852737787169492 -0.055624410142459557 0.48517755108462252 0.27792396271546965 -0.18515671139545639 0.0073880490358709206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 8 -4 -5 -3 9 -2 12 13 -12 -1 -9
right_child=1 2 4 5 -6 -7 -8 10 -10 -11 11 -13 -14 -15
leaf_value=0.13600550699580891 -0.090461636404243428 -0.093294701008896475 -0.0077634080924956009 -0.0187775094191211 0.0063358836989510685 0.064783484263700938 0.070136832563994514 -0.085175028380803638 0.49925559888378812 -0.088425840658141561 -0.11111230386442739 0.10296039844544876 0.25164429710104069 -0.10324704779999966
leaf_weight=13.438312764279546 253.3462811645586 617.76675844145939 22734.976772083435 441.10137069458142 31138.071879105177 1619.9590417862637 53.215692677069455 320.56212275323924 3.3640542030334464 16.11467273090966 17.613970139995217 24.301480941474438 15.019564136862753 88.775284058880061
leaf_count=22 3263 7366 123363 2707 56667 15362 130 13002 1 391 173 15 18 1341
internal_value=0 0.000744076 -0.000607137 0.0325421 0.000385839 0.0469 -0.0803329 -0.0640193 -0.0827337 0.0938317 -0.079611 0.0130014 0.197038 -0.0890944
internal_weight=0 56861.8 54544 2317.77 53873 2061.06 670.982 495.825 256.71 44.5725 451.253 41.9155 28.4579 409.337
internal_count=223821 208859 187526 21333 180030 18069 7496 14962 3264 431 14531 188 40 14343
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=15
num_cat=0
split_feature=19 140 180 2 139 140 65 151 151 94 82 141 55 192
split_gain=131.235 233.686 196.222 183.793 281.466 219.505 197.917 170.316 165.959 160.034 157.82 136.381 89.8879 83.2693
threshold=-0.016089274150215681 -0.03156537556598582 30.880187416331996 -0.043525787793376618 0.055083504326628369 0.062064430344610198 0.78639371583725104 0.16468619950683613 -0.065252740970104792 0.036934153042748587 0.13894636156833515 12.67292414155744 0.46831968979054278 17.256015784917007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 5 6 -2 -5 -7 -4 -6 -3 13 -13 -1
right_child=3 2 8 4 9 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0089292575058316451 0.07155772890931128 0.13681201017197137 -0.057327922832281976 0.006000616268028322 -0.04060649546508513 -0.0057074258510858202 0.14567166975567081 0.031253764561234763 -0.01576609798095524 0.015947179063462404 -0.0082157036183077552 0.0020539372748495694 -0.032356561253010591 0.053765264831037933
leaf_weight=940.91789179481566 744.82746421254706 126.83863044076134 1542.0354587957845 9639.7120750932954 2251.9930231441977 2416.4600109320018 102.53337789606303 2575.4255349427112 2548.6954640827607 643.30517339380458 183.7142031865078 4213.1336054585408 925.98135009501129 739.98143207654357
leaf_count=3970 4538 3038 33784 64922 7623 25701 449 12642 19715 1769 1060 23166 17877 3567
internal_value=0 -0.0076517 -0.0256155 0.00607328 -0.000665178 0.0209176 0.0074706 0.0133617 -0.0314332 -0.0280409 0.0510177 0.00394118 -0.00414625 0.0286674
internal_weight=0 11221.3 4401.28 18374.3 12637.5 5736.71 9742.25 4991.89 4090.73 2895.3 310.553 6820.01 5139.11 1680.9
internal_count=223821 106177 57597 117644 74763 42881 65371 38343 53499 9392 4098 48580 41043 7537
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=15
num_cat=0
split_feature=11 152 52 196 148 166 155 79 116 151 114 151 0 158
split_gain=224.799 167.153 142.299 238.989 140.434 138.28 110.924 110.849 54.3119 35.7368 50.3433 26.0686 8.85351 8.68259
threshold=-0.14724502897600841 -0.23863394273241201 0.66841734938669928 0.53433597287110335 0.53827580898617045 0.14457648354821884 -0.22901123677485155 -0.18610987927112052 0.93946330571685743 -0.044111783793733511 13.138028124549992 0.19466915387355879 10.213464132265427 -0.16255380327241692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 6 -3 -2 -6 9 12 -11 13 -1 -10
right_child=1 2 3 -5 7 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.087561461567372878 0.004393965855533922 -0.0083282661737526988 0.045905675071274403 -0.028172532166029902 -0.61665304540682164 0.010905792244852726 -0.038718752865991073 -0.084771421518830992 -0.083824658557804535 -0.062149842476942711 0.021734237686091083 0.27563644070555066 0.020488233274576304 0.1095176396507293
leaf_weight=314.4098210882803 1353.0418287265347 7487.0704895744566 1775.3140031069051 577.07340734027093 3.9815120920538893 7464.2264011784282 1067.7120827656472 246.97280572471209 4.4478738684556456 260.04468307174102 98.701028633571696 6.7157220658846191 7.7709119325882048 4.8613379809539774
leaf_count=41809 6395 74389 16088 1172 40 48788 9361 1093 75 23385 965 38 203 20
internal_value=0 0.00127665 0.00487112 0.0277333 -0.0220034 0.00127407 -0.0146216 -0.09321 -0.0564987 -0.0607812 -0.039071 0.125471 -0.0849553 0.0171401
internal_weight=0 19975.4 17303.7 2352.39 2671.71 14951.3 2420.75 250.954 696.951 680.926 358.746 16.0249 322.181 9.30921
internal_count=223821 157326 140437 17260 16889 123177 15756 1133 66495 66362 24350 133 42012 95
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=13
num_cat=0
split_feature=13 106 12 172 89 95 103 10 16 10 137 8
split_gain=199.522 215.936 197.245 266.746 250.662 155.127 111.77 103.855 116.791 102.792 72.1961 24.4753
threshold=-0.02489570281333062 -0.29001278655669088 1.6496174368738881 0.30707660420326183 -0.065480568058872632 0.003137187386352846 1.9226368977538184 -0.26460567482338254 0.026931496076696083 -0.21642733148543727 0.0038857955933347499 -0.41295958199535587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 11 7 8 -2 -9 -7 -1
right_child=6 2 3 -5 -6 10 -8 9 -10 -11 -12 -13
leaf_value=-0.083168284154246042 -0.042117197460763395 0.072978535943699685 0.059265607364758416 0.0089002248912387737 -0.010875872220649714 -0.0019321843774743872 0.95460530391639231 -0.087844900124266573 0.09678156756685885 -0.026379698988693846 -0.054158222859093108 0.081727271689136155
leaf_weight=9.6941130449995381 112.18491702555912 374.82539471727796 1162.7227016184479 10998.733205404889 7283.8242891497212 346.55132223258261 1.1562776344362635 324.3985572939855 131.48733408842236 1687.1631311830715 1120.5620084023103 125.97317739750724
leaf_count=161 541 2587 7462 55858 29387 1121 28 791 1297 115616 8045 927
internal_value=0 0.002944 0.00579901 0.0137155 -0.00677192 -0.0323613 -0.0283192 -0.0288232 0.0328336 -0.036292 -0.0418218 0.0699447
internal_weight=0 21422.9 19820.1 12161.5 7658.65 1602.78 2256.39 2255.23 243.672 2011.56 1467.11 135.667
internal_count=223821 105548 95294 63320 31974 10254 118273 118245 1838 116407 9166 1088
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=15
num_cat=0
split_feature=118 123 132 166 126 19 152 87 110 152 194 29 86 108
split_gain=289.257 494.605 391.085 354.632 303.037 313.596 373.515 353.91 259.149 252.87 237.059 198.094 189.588 187.105
threshold=-0.09878132616252483 1003.5000000000001 0.20517396298300181 -0.26449888372229463 0.95472053616364894 0.036356482540745853 0.12887554097482837 0.042628723930348882 0.18051587004675776 0.017078659796569435 0.80847627179628456 0.31802006867203975 -0.28300203098747784 1.8699683451948523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 7 -7 -2 13 -10 -4 12 -1 -6
right_child=4 2 10 -5 8 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.49688793684516902 -0.0050853531701505247 0.018700499716849676 0.049614744549444721 -0.064159579499980524 -0.024109552902320888 -0.021259654696407723 0.018296186799823009 0.02438390639936186 0.01720161263206783 -0.028778857731258378 -0.059749435749866686 -0.076740196240393563 -0.028863971963669924 -0.086500774864487651
leaf_weight=6.8825886265840373 5906.0149552023213 974.01952352171065 1731.6284568787087 1099.6769437044859 1557.3862180890865 6388.065207472624 3811.5387767772481 13146.700827441702 2809.1293969321996 2082.8966206680052 223.81912921927869 1342.4919536323287 1986.6889900967944 695.2334171414841
leaf_count=308 53101 1738 4219 2304 6344 32188 33670 23975 5290 3444 262 2891 53129 958
internal_value=0 -0.0185665 0.00501374 -0.02524 0.00316385 0.00767332 -0.00647784 0.0152489 -0.0152993 -0.00237567 0.037097 -0.0470456 -0.0270489 -0.0433656
internal_weight=0 7365.21 4029.14 2073.7 36397 29252.3 10199.6 19052.7 7144.65 4892.03 1955.45 3336.06 1993.57 2252.62
internal_count=223821 64851 8523 4042 158970 142934 65858 77076 16036 8734 4481 56328 53437 7302
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=15
num_cat=0
split_feature=68 20 122 68 68 16 137 35 103 89 58 1 190 43
split_gain=203.673 253.006 205.803 260.368 449.396 347.748 204.117 135.415 121.162 112.6 73.2225 56.0527 55.775 29.569
threshold=-0.17678034568037579 -0.12707736363352748 -0.39698452161470005 -0.097446925912865037 -0.07243764282400196 -0.26815836718639868 -0.079816385390871977 -0.011405101334954634 1.233735609389828 0.024626937537679121 0.0085210375628102138 -0.56195496452517213 0.17109930862173453 3.4250796531824492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 5 -5 -4 11 -8 9 -3 13 -2 -12 -1
right_child=2 8 3 4 -6 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.11112061033858929 0.06421369043333422 0.0017159047372113769 -0.079111928103231602 0.028421884348120475 -0.0024809632526597639 -0.010525658159730611 0.10434459085200816 -0.045844112594440684 -0.093370094701662604 0.086737366390216716 0.07090733411552623 -0.12133704137903829 -0.10388756187564996 0.048899216433234492
leaf_weight=132.98949586087838 21.127693898975849 195.37050048098899 915.97498952574097 5252.8463510213187 45184.652733746392 3831.5319091778947 428.21736030094326 69.82176848500967 47.94517620652914 768.49044390022755 61.086847733706236 70.965315057430416 26.035310048609972 12.645559198223053
leaf_count=860 14 2352 4294 15537 182084 16085 357 195 72 751 221 843 110 46
internal_value=0 0.0401608 -0.000741771 -0.00136993 0.000737434 -0.0237586 0.0579992 0.0832891 0.061786 0.0695039 -0.0538448 -0.0787686 0.0186722 -0.097226
internal_weight=0 1244.56 55775.1 55185 50437.5 4747.51 590.132 498.039 1011.81 963.861 232.757 92.093 87.1222 145.635
internal_count=223821 4412 219409 218000 197621 20379 1409 552 3175 3103 1237 857 331 906
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=12
num_cat=0
split_feature=185 20 115 13 25 49 20 49 58 94 97
split_gain=124.937 122.704 154.96 288.386 158.047 142.893 149.867 114.592 50.0905 35.7725 13.8252
threshold=2.1250261550606053 0.30070469899979629 -0.02180223740150428 -0.03336503959441136 0.039587553333148992 -0.0045213149926652116 0.90540197622792895 0.34847709678139444 -0.27626719035351127 0.0018180363403749583 -0.044943998547360892
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 -2 -10 -11
right_child=8 5 4 -5 -6 7 -8 -9 9 10 -12
leaf_value=0.0015060067695987032 0.28272646766610643 0.040647045315810808 0.02537687237467641 -0.039686823820949249 -0.00065960583005962407 -0.0099456052650578868 -0.040094376037237651 0.042749240076833672 0.35288539892615356 -0.22868683778608095 -0.071090968971119217
leaf_weight=4588.7756652050884 4.0558861317113033 2266.2985610752366 2805.7722772964044 2699.262718553422 13790.562593895913 2279.4673041801434 255.83700613980182 503.91796484962106 1.9735976820811618 5.6861743927001944 264.50910290423781
leaf_count=60147 38 29002 15159 15655 86811 8876 2957 2580 13 1 2582
internal_value=0 0.0014602 -0.00159556 -0.0137505 0.00374211 0.0152166 0.0324569 -0.000405467 -0.0661107 -0.0713091 -0.0744075
internal_weight=0 29189.9 23884.4 7288.04 16596.3 5305.52 2522.14 2783.39 276.225 272.169 270.195
internal_count=223821 221187 177772 75802 101970 43415 31959 11456 2634 2596 2583
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=15
num_cat=0
split_feature=116 180 158 193 166 19 157 52 157 143 79 130 45 125
split_gain=205.625 167.431 183.239 136.748 127.935 186.766 120.278 115.138 98.3699 59.913 51.0194 28.524 17.1681 16.3326
threshold=-0.015123902548817597 35.80522088353414 -0.19656848304621841 -0.041010142436979161 -0.010655433011230097 0.11334029909157846 -0.51216294949709973 0.68691331358717878 0.41465330605766104 -0.11938854798810264 -0.047123259424253237 -0.50556824874045336 0.016273482201910713 0.053963715589984633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 11 13 -11 12 -1 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.089166989985690892 -0.026329877123241405 0.034425810661143467 0.02628186275589104 -0.0052466402013246292 0.034875811709675845 -0.0050798083860454264 -0.05481808371012125 0.060771359738272301 0.084129621603363292 0.0013236020952346597 -0.085507129641075749 -0.074174134076542747 0.084014729059271223 0.25766710595980968
leaf_weight=8.247395233105637 1069.7376146492606 176.79544155005715 1591.2139094576996 10155.470622202905 3532.4522343295394 1749.1742146510514 1035.7923784427185 176.85453284642426 14.546039544016823 333.71060048788786 84.880597868992481 584.85592577495117 18.710860952036455 8.6475110831961484
leaf_count=885 8151 2862 11507 52489 17141 9977 16052 1174 215 6815 5000 91319 66 168
internal_value=0 0.00178255 -0.00479625 -0.000975768 0.0148422 0.0216433 -0.0418063 -0.0139728 -0.0435734 -0.00761517 -0.0162837 -0.0695384 0.0310329 0.148832
internal_weight=0 19487.5 12959.3 11746.7 6528.22 5281.63 1212.59 1246.59 1053.6 441.785 418.591 611.814 26.9583 23.1936
internal_count=223821 119353 82910 63996 36443 27118 18914 9325 104468 12198 11815 92270 951 383
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=15
num_cat=0
split_feature=140 179 150 115 104 74 118 32 160 80 14 160 7 128
split_gain=187.986 208.418 180.051 170.618 152.37 140.305 122.613 79.205 37.595 25.1568 31.8284 22.2761 14.7755 15.4281
threshold=-0.13884446298304551 1.0330000219006237 0.55516005834469606 -0.16583552350446462 0.30989265156096313 0.62414035224573994 1.2475248439362827 3.2082693816645498 -0.24627426133814273 -0.093148185572165365 -0.093262706230076597 -0.076802699114381021 0.3233435559052345 -0.12878657125734347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 6 -2 -3 -6 12 10 -10 -11 13 -1
right_child=1 4 3 -5 7 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.19218554175782712 0.013681354812269942 0.15584611014096572 0.018722271172074447 -0.0129993913091641 -0.027798656185918442 -0.029493594078875054 -0.022169353853378322 0.30282962891032711 -0.17893571613444409 -0.015539444391006652 -0.071170554037515474 -0.066108779493543254 -0.036300304575741731 0.028744170670988164
leaf_weight=8.0959904901683348 9140.6847986837674 199.21844554727431 2021.5346767577576 10515.184318710177 131.4039152613841 820.21907803916838 48.017896967241541 7.6683994093909851 36.996486083138734 126.78837938059587 105.7331942152814 278.34492013571435 20.27235970646143 20.150214249268174
leaf_count=42 50745 1449 13740 78308 2060 5627 292 148 54 3565 15688 51833 150 120
internal_value=0 0.00134045 8.9897e-05 -0.0078843 0.0741693 0.0101262 0.121272 -0.00956793 -0.0555301 -0.0630018 -0.099104 -0.0502829 0.0288393 0.0755901
internal_weight=0 22883.9 22497.6 12536.7 386.309 9960.9 247.236 139.072 596.382 547.863 142.73 405.133 48.5186 28.2462
internal_count=223821 152369 148420 92048 3949 56372 1741 2208 71452 71140 15742 55398 312 162
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=97 51 68 93 102 103 195 163 87 115 169 2 190 173
split_gain=281.326 267.086 295.329 270.063 160.321 111.55 103.7 54.8153 27.3458 20.6729 15.6173 19.6039 4.26535 0.125402
threshold=-0.020668855065295179 5.4470138986005781 -0.16783590994795561 0.0017440798632247588 0.20450617958256614 1.233735609389828 0.35374081582041783 0.89691579899232587 0.14916679351986364 -0.082584967627527719 1.007461361909147 0.65670858384247477 0.41575898681199014 -0.033942929555031094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 7 -3 -6 -2 10 13 12 -12 -1 -10
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.08150918219723198 -0.082848658679149714 -0.078038868319032673 0.026096747847968085 -0.0024298386353229749 0.089177062778922803 0.074115515969705725 0.030689545523860454 0.107949953254245 -0.086411126946641395 0.079180783321242787 -0.08995356180057211 0.13429727199516991 -0.033863391475349516 -0.11129919694118356
leaf_weight=487.63067634953768 120.09649797459133 627.41495935880812 3643.4675862480653 37229.571422430221 517.41002040775493 52.192204978317022 732.03839970706031 17.215938467532396 3.062624394893648 20.149226240813732 7.8133750043343735 7.7798502484802157 19.542046546470374 5.9727116608992219
leaf_count=61974 280 2414 57241 98173 1221 70 1508 21 45 24 175 57 604 14
internal_value=0 0.00046675 -0.000974034 0.000113053 0.0436381 -0.0663538 0.0549099 -0.0589267 -0.0713835 0.0228213 -0.0766426 0.0219308 -0.0796733 -0.102863
internal_weight=0 42939.4 41552.6 40873 1386.76 679.607 1249.45 137.312 551.951 29.1846 522.766 15.5932 507.173 9.03534
internal_count=223821 160928 157898 155414 3030 2484 2729 301 62893 83 62810 232 62578 59
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=14
num_cat=0
split_feature=109 82 71 73 139 1 38 189 110 71 2 0 127
split_gain=194.271 248.14 191.992 387.541 311.136 111.395 101.863 10.6046 18.0847 2.34153 1.55827 0.69878 0.090082
threshold=-0.42282166213587058 -0.25776224758160332 0.76163133945134531 0.5409197164810402 -0.18225257141168005 0.17028333222684228 -0.0043549000574701182 41.500000000000007 -0.37201989370715127 1.5766823678533768 0.080140565267547578 5.6124167993259917 0.20420016091700147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 9 12 11 -7 -1 -9
right_child=1 2 4 -5 -6 10 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.092546078797029599 -0.046289181574973928 0.0010076340724178444 0.15769402593751128 -0.024242835709899116 0.0096978739352740137 -0.18644743021259555 0.10476412947986827 -0.085732137197405453 0.084745730525631419 -0.23144551181113659 -0.088685797321091026 -0.082184689659753479 -0.11256239815402398
leaf_weight=115.0053192563355 50.550441127968952 37702.939903463703 143.91563442535698 7246.4961564990226 10973.461792922579 1.7089038304984558 382.01837779488415 13.860650379909204 10.033140550833194 1.1220630109310139 35.512156222015619 149.9602324697189 1.3755673831328739
leaf_count=1690 707 183608 166 12851 14741 15 357 312 27 4 788 8523 32
internal_value=0 0.000453562 -0.000152871 -0.00306311 0.0116137 0.072828 0.0871119 -0.0814132 -0.0195048 -0.0872924 -0.0931743 -0.0866819 -0.0881544
internal_weight=0 56536.6 56066.8 44949.4 11117.4 469.79 432.569 291.357 25.2694 266.088 37.2211 264.966 15.2362
internal_count=223821 213233 211366 196459 14907 1867 1064 10588 371 10217 803 10213 344
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=15
num_cat=0
split_feature=151 131 12 33 173 77 155 183 59 56 151 1 73 129
split_gain=123.174 183.484 128.118 178.88 164.202 128.491 118.947 114.82 103.784 129.007 103.766 94.6769 78.9299 77.4594
threshold=0.60552610832839671 0.46059957514536976 1.865966315670984 13.15766255920448 0.29003775549292171 -0.35914641964089722 0.15779423141527266 1.6801300439854658 -0.18231030917104549 -0.036681938316885161 0.17742491954979317 -0.27887939452421223 0.042387036717132419 1.0200608549994556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 -4 -5 12 10 9 -2 -1 -10 -3 -9
right_child=1 6 3 5 -6 -7 -8 13 11 -11 -12 -13 -14 -15
leaf_value=-0.033259942084441267 -0.032337286511422488 -0.28485820231325171 0.094665121233186433 -0.066683000268239076 -0.054269622266817086 0.0020898411249137268 0.037091169903179018 -0.0094679244207600908 -0.030568302303769387 -0.79456109374677453 -0.0009143298498241921 0.061175074910896438 -0.084088351986457033 0.062236930413929505
leaf_weight=2657.8878935634857 116.35961187025532 25.704385990276933 364.51474357882398 275.0087410886772 92.891140715917572 22364.439779970999 67.81650232989341 309.41023461287841 126.0789148202166 2.263678550720214 1582.215290961205 1043.2547916518524 82.203666511923075 293.61458049732028
leaf_count=37401 1066 26 3230 1688 348 154014 612 3421 1059 1 7848 11190 127 1790
internal_value=0 0.0291639 -0.000595501 0.00250534 0.0644191 0.00125444 -0.0666901 -0.0153834 0.0422419 -0.0468827 -0.02119 0.0512832 -0.131913 0.0254454
internal_weight=0 1463.68 27940 23096.9 457.406 22639.4 175.725 4843.13 1287.96 118.623 4240.1 1169.33 107.908 603.025
internal_count=223821 14081 209740 159280 3578 155702 765 50460 13316 1067 45249 12249 153 5211
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=15
num_cat=0
split_feature=11 190 165 126 158 116 194 145 158 190 165 126 19 156
split_gain=189.828 165.024 129.288 201.199 134.948 46.429 38.9932 39.6884 33.0174 50.157 28.7506 22.8592 22.6594 9.1762
threshold=-0.14724502897600841 1.1274344483128471 0.40677774259843263 0.82246088379981031 -0.28795979713637138 0.93946330571685743 -0.0015635296658743725 3.5215278717895706 0.22736863816514233 0.091256261493967469 0.30940277407569222 0.96107946207747708 0.10540220617215683 1.1452100096138202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 7 -3 10 -10 -1 -8 13 -7
right_child=1 6 4 -5 -6 12 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.080147503744749826 -0.22194601485543949 0.12728861937626162 -0.054557123936060284 -0.0046622665644169481 0.012782367446949078 -0.083492238737847654 -0.073422448219175387 -0.11872395275344634 0.036344320329949817 -0.14094988075444156 -0.024634784114712243 -0.014978537952708402 0.30776949283917593 0.10702869001200539
leaf_weight=413.70678695465176 42.814081175369211 21.625271039898507 306.98726231226465 9204.0789617644041 9728.1004539165297 3.8827764386078325 379.41388441168237 9.4116418445482868 72.037040590425022 20.496858868922573 120.46109769430768 81.256817003712058 4.4393198722973457 7.2452386979712173
leaf_count=56156 219 82 5134 74861 71945 46 4451 20 1726 452 8028 614 24 63
internal_value=0 0.00140319 0.00286203 -0.00566831 0.0107224 -0.0538379 -0.0558042 0.0526877 -0.0580755 -0.0029275 -0.0676287 -0.0631136 0.116754 0.0405523
internal_weight=0 19773.7 19282 9246.89 10035.1 642.269 491.708 31.0369 626.702 92.5339 534.168 460.671 15.5673 11.128
internal_count=223821 157326 152159 75080 77079 66495 5167 102 66362 2178 64184 5065 133 109
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=157 181 73 138 127 129 157 10 83 10 97 136 23 176
split_gain=184.629 187.342 319.815 273.934 223.957 289.736 223.305 204.279 58.5458 28.3459 31.0764 18.5128 14.5179 32.7707
threshold=0.076014181898170718 -0.024190458504143326 0.081279569078626657 0.39986252583153237 -0.048816637851706368 1.0152894021756445 -0.19359771742599177 -0.27353265481048022 -0.1462547072347298 -0.091239584982498637 -0.021169996835739013 0.082894096662875089 -0.047749855072630659 -0.17365269858770396
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 -11 -10 -14
right_child=8 2 6 -5 7 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.023193658633837749 0.012526668639236967 0.033068287568673332 0.0016558953063021576 -0.0032795891335577311 0.03557089656269987 -0.056446199943582687 -0.039042378830659259 -0.014266480173231004 -0.078969824326814764 -0.081345049219010312 0.16027946841054319 0.028218522146324573 0.11580796624329814 -0.053317522653384963
leaf_weight=607.94951054709964 99.989034344558604 5754.7344081904157 5628.6755406480515 3241.2304501840845 1233.9007515194826 1837.5955211238761 1772.7909230259247 2466.4967286385945 251.95818608356058 48.541134423023323 16.598055163747631 22.6031726472429 11.804479725629788 389.11364920104097
leaf_count=6351 1103 33787 27552 9665 8835 8784 20339 12320 35190 6850 155 2088 396 50406
internal_value=0 0.00172352 0.00730455 0.0199722 -0.0131667 -0.0366482 -0.00809211 0.00235184 -0.0460078 0.00320726 0.0335617 -0.0465357 -0.0601594 -0.0483379
internal_weight=0 22543.4 16397.4 8995.96 6145.94 2445.55 7401.47 3700.4 840.608 187.731 116.587 71.1443 652.876 400.918
internal_count=223821 127633 91343 43452 36290 15135 47891 21155 96188 10196 1258 8938 85992 50802
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=181 143 169 136 189 163 167 67 58 109 155 70 12 142
split_gain=273.048 233.74 361.464 328.284 394.891 290.158 284.476 179.258 120.588 114.279 110.828 321.6 122.347 47.0965
threshold=-0.079827562824848486 0.083352372281188927 0.68428327545820145 0.031236627312796379 14.500000000000002 -0.056938244120676051 0.10271572598897666 -0.0082804338939853461 -0.15524556609631529 0.35705785851067151 -0.39176267135985254 0.69946393829138354 0.84906815738276242 -0.052891475278464835
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 -1 11 -10 -12 -11
right_child=1 2 7 4 -6 -7 -8 -9 10 13 12 -13 -14 -15
leaf_value=-0.075691097922720718 -0.0031021995654584521 -0.0033072750190177233 -0.11527033697052523 0.10702025974975807 0.010394428595415318 -0.063348712357573458 -0.033753622438115534 0.016888545527891218 0.025593612200231292 -0.084643046384893686 0.027958011688747755 1.2467988537413841 -0.081149147809591898 0.12873292876521253
leaf_weight=57.934413334092824 3242.6995786574553 6692.9594434139144 104.7533732871525 432.15382123738527 19863.416759028391 1060.970008675853 5667.4978453136282 5069.4847179807257 60.070668648113497 11.803881272237048 116.71118770953035 2.2367394566535941 860.71653679979499 83.651035074901301
leaf_count=3850 43760 19942 172 678 46664 35412 21764 11207 2035 165 656 3 37445 68
internal_value=0 0.00084385 -0.00797806 0.00713223 0.0124519 -0.0179546 -0.0172675 0.014213 -0.0476671 0.0351029 -0.059878 0.069433 -0.068121 0.102347
internal_weight=0 42133.9 17534.7 24599.2 20295.6 4303.67 12360.5 5174.24 1193.12 153.389 1039.74 62.3074 977.428 95.4549
internal_count=223821 179599 53085 126514 47342 79172 41706 11379 44222 4083 40139 2038 38101 233
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=15
num_cat=0
split_feature=129 117 35 44 20 110 160 35 96 1 69 59 5 74
split_gain=189.588 206.247 237.317 278.255 269.922 233.001 251.551 154.835 63.8378 76.627 26.9244 15.511 17.1893 2.62237
threshold=1.0245748931830738 0.15535370309139276 0.22534387987643217 0.02035513563279202 -0.038010228012012488 0.18051587004675776 -0.33021088262159698 -0.071895293002273888 0.43630483625659283 -0.080435529757872978 0.066469942623732556 0.60561030861569698 0.08102770496639107 0.11207720284265237
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 -11 13 -13 -2
right_child=8 2 4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.047482017232044482 -0.094840301300487359 -0.000199156191118916 0.025647009449466858 -0.01918688551646841 -0.020557920097908057 -0.010360014632235589 0.030346905918622442 0.0014900214964608033 -0.11901558608635883 -0.041416960429329797 0.12292358755030003 0.10041482500841387 -0.10085877439114486 -0.11560298780032502
leaf_weight=768.45024758460931 141.84878252947237 24780.66426299524 5126.3744392052758 11208.808443888614 1678.2458904461237 1963.1980992257595 6695.1643077903427 4038.8331571706804 31.635117325931787 13.593531996011732 37.389493606984615 8.0985012054443377 8.9129506475292128 106.50586554803886
leaf_count=4756 1911 89897 25369 43527 13540 3576 8745 31690 80 49 16 2 100 563
internal_value=0 0.000521629 -0.00287475 -0.00611282 0.0142513 0.0113154 0.021117 -0.00633822 -0.0735181 0.00324355 0.0791057 -0.0974168 -0.00504012 -0.103744
internal_weight=0 56259.7 42794.1 35989.5 6804.62 13465.6 8658.36 4807.28 347.984 82.6181 50.983 265.366 17.0115 248.355
internal_count=223821 221100 172333 133424 38909 48767 12321 36446 2721 145 65 2576 102 2474
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=15
num_cat=0
split_feature=76 154 47 2 139 77 21 180 70 14 76 70 155 55
split_gain=118.811 264.568 253.069 191.216 164.793 158.485 163.256 152.333 149.259 201.579 105.557 104.887 54.6399 51.4308
threshold=-0.058676834586059975 0.026720966912689933 -0.092075169606142024 0.18977401632770305 0.23881958300822673 -0.35914641964089722 0.023078029190176135 11.526773761713523 -0.028532837665545568 0.033567201565270557 -0.0089258483247856273 -0.085929723506767433 0.27717053208760228 0.60743961685643233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 7 -5 13 -7 -3 10 -10 -2 -1 -13 -4
right_child=1 3 5 4 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.063690390921965476 -0.030336088717154437 -0.08025851723992547 -0.073678480952924383 -0.0067886480872053519 -0.08260624265219968 0.066034211415847865 0.012877770035648129 0.016295053517340185 -0.023374435820142293 0.007916299044997863 -0.10962975097986245 -0.0025346906591721709 -0.15642147410312701 0.079083211354636695
leaf_weight=33.100852242205292 2152.8872583832126 166.51604378037155 247.92783328704536 1961.3034354150295 335.75717147998512 635.15118411183357 6395.5685010844027 8737.7330508604355 4156.5734699596942 4079.3280180087313 182.08418593101669 27.620042456546798 140.15825440641493 24.189423356670886
leaf_count=633 11609 814 1082 19019 451 4762 47988 69662 48903 17204 576 251 175 692
internal_value=0 -0.00285544 0.0117359 0.0078533 -0.0178708 0.0147817 0.0176799 0.0144894 -0.0142028 -0.00787581 -0.0365195 -0.0989927 -0.131088 -0.060099
internal_weight=0 21772.2 7503.72 11201.3 2297.06 7302.84 7030.72 8904.25 10570.9 8235.9 2334.97 200.879 167.778 272.117
internal_count=223821 168238 55583 89946 19470 54524 52750 70476 78292 66107 12185 1059 426 1774
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=115 23 132 168 25 155 127 142 176 123 137 119 127 142
split_gain=182.178 160.673 168.23 192.556 157.694 170.418 117.785 105.816 99.3036 84.4368 47.0877 35.7239 55.7763 30.2848
threshold=-0.013182394639776954 -0.040721133222626479 0.21040870529233205 11.556829022741946 0.037611708781243043 -0.13818667398481896 -0.33769045653887375 0.02494497637259593 0.071820910860438777 372.50000000000006 -0.29513905759185227 0.68670738515459684 0.022835761373975843 0.036695881506572832
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 11 13 -11 -1 -13 -10
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.079116941398304358 0.061027552083580086 -0.083678247216544377 -0.17819105740985841 0.0043797867720765478 0.0089196251278823354 -0.014977407016865191 0.015087304711511249 -0.020206155457813894 0.085619690343866073 0.098098719122486688 -0.053092534551296915 0.16199632075462406 -0.084538903163277349 -0.1326057369153319
leaf_weight=496.40114749553322 647.94801338491379 324.10468552436214 91.609171913063619 156.38610151049215 8081.2203979854239 4731.3857850704226 4024.1043009756249 1385.2965985133196 98.786319888022263 23.010479373973794 196.59169262766954 16.191031513160851 21.182942245832237 6.7969241117825723
leaf_count=94828 4749 2752 576 1041 37275 44247 22197 5640 460 64 4530 1662 3719 81
internal_value=0 0.00158019 0.0171983 -0.0630617 -0.00371123 9.50287e-05 0.0214586 -0.0322405 -0.0454796 -0.0019174 -0.0372503 -0.0720184 0.0222643 0.0715714
internal_weight=0 19442.1 4920.05 247.995 14522 12812.6 4672.05 1709.4 858.961 325.185 219.602 533.775 37.374 105.583
internal_count=223821 118477 28563 1617 89914 81522 26946 8392 105344 5135 4594 100209 5381 541
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=186 94 1 191 107 9 4 74 14 72 119 73 72 78
split_gain=190.089 212.966 350.245 272.12 188.102 179.289 100.994 92.7156 115.465 122.618 70.5138 43.2377 17.2715 39.1948
threshold=46.750000000000007 0.019888418481477786 -0.45358261300708097 -0.025337855912344762 -0.20728158854539411 -0.10031931510644602 -0.14241541953030884 0.62414035224573994 -0.082696575660687235 0.66667888904224559 -0.32197476928916996 -0.030850928370911534 1.3975288875028407 0.29695378044100523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 -6 -3 8 9 -2 -1 -10 -9 -14
right_child=7 4 3 -5 5 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.072891543151079069 0.045373396982887171 0.052731892535565206 -0.016327641625315796 0.010562125807071441 0.018069933578660744 -0.026069798830252584 -0.053351155861660109 -0.043648598667363217 0.11070595471852773 0.15083374063205893 0.084876216106697891 -0.032070221740954093 0.56523963433055646 0.018513516492205211
leaf_weight=29.745410781353712 245.80575558030978 95.28234698419692 5808.9964704110171 10687.575339700212 1650.3629603354202 2080.0230975914164 1543.8331418923917 105.7368129309034 25.471104276832193 199.91461755603086 595.11315020592883 126.80341399507597 1.390146567835475 23.1067870358238
leaf_count=39 1168 492 77237 83628 6692 31778 13544 2015 187 1076 3771 1837 42 315
internal_value=0 -0.00157244 0.00387696 0.00109334 -0.0189486 -0.00654191 -0.0471845 0.0503391 0.0669907 0.0926745 0.0773659 -0.00818791 -0.02612 0.049539
internal_weight=0 22490.9 17121.4 16496.6 5369.5 3730.39 1639.12 728.229 597.995 445.72 624.859 152.275 130.234 24.4969
internal_count=223821 217181 164675 160865 52506 38470 14036 6640 4268 2244 3810 2024 2372 357
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=15
num_cat=0
split_feature=112 157 42 163 35 163 10 115 118 151 96 80 75 34
split_gain=267.58 508.656 530.79 476.359 641.148 443.932 417.402 331.038 312.653 321.852 288.933 202.11 111.84 62.9754
threshold=0.17808561111850893 -0.071748039824284765 0.27466917015466313 -0.2856181748009276 -0.056999181992097345 -0.2460181238488863 -0.23850699039930084 -0.077918318856439225 0.033756692239624346 -0.08103741063783218 0.89645875177181067 0.81085623391603801 0.00025112845351302204 0.10883246708431858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 7 -5 -3 12 -2 9 -8 -10 -4 13 -1
right_child=1 2 11 4 -6 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.36928354329246132 -0.0086330184299500835 -0.10408758428386858 -0.010778731546945378 -0.028860249719026416 0.0082274107904568555 0.058856167227912273 -0.0025569980848853184 0.052141350471673356 0.009658958815031593 -0.059817910375056342 -0.036558258531260115 -0.13707715617256341 -0.078367941410987699 -0.0055313060968034912
leaf_weight=8.5776589593733679 1383.6822880082473 175.09827136667445 915.36152228014544 8096.1977359808079 10986.426204611373 3707.6464716822375 1989.6435719389119 2544.325479372259 8605.5316206583811 1937.4940895325562 1604.9341528702062 147.06045299395919 977.48088337111403 9.3897510715760273
leaf_count=101 9425 401 1187 13401 18648 11853 24754 3842 52636 58288 2266 165 26738 116
internal_value=0 0.00527325 0.0343704 -0.000979949 -0.0075078 0.051508 -0.0112353 0.0307329 -0.00682842 -0.0308073 0.0023943 -0.028261 -0.0738235 0.173406
internal_weight=0 27955.8 4945.17 23010.6 19082.6 3882.74 15133.1 3928.01 14137.6 3927.14 10210.5 1062.42 995.448 17.9674
internal_count=223821 58922 13606 45316 32049 12254 164899 13267 137944 83042 54902 1352 26955 217
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=15
num_cat=0
split_feature=90 161 137 163 151 118 70 68 64 31 39 148 172 94
split_gain=184.022 199.356 323.533 295.407 511.25 358.105 292.434 208.864 177.035 142.977 144.947 109.875 51.7656 34.138
threshold=-0.071425235837658071 -0.42436742002488131 -0.081375807101232628 -0.33450638240670516 -0.14360630054211357 -0.077176324280070249 1.1931917745032148 0.46258352945226244 -0.20025899132162175 -0.10563781281485628 -0.0186439258465886 -0.30004057204691464 13.992829381793488 0.046033864433390408
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 11 10 -10 -1 -11 -13
right_child=1 3 6 5 -6 -7 -8 -9 9 12 -12 13 -14 -15
leaf_value=0.10936103563045013 -0.057238858525159191 -0.05026262657951025 0.056200816242556954 0.01732961087356796 0.016798347290125564 -0.0030096806168332453 -0.13528873900197647 0.12866097729235568 -0.060985644642631093 -0.092386908530638384 0.16492752237963745 -0.085660106552966381 0.16454733446703637 0.14678564085309723
leaf_weight=104.25612673989963 531.32042291900143 2933.1886222048197 1854.6613714220002 11315.069368115277 1856.2610619813204 36841.438215132919 83.334595743566751 68.194468300789595 68.686683197505772 565.64061377430335 48.422244608635083 54.752940180886071 7.9516941749025127 7.1424157693982115
leaf_count=136 4773 10121 4742 63214 4417 123239 73 32 1729 9218 190 1748 181 8
internal_value=0 0.000725949 0.0281067 -0.000586312 -0.0242716 0.00176933 0.0479667 -0.0360929 -0.0459732 -0.068267 0.032425 0.0467033 -0.088825 -0.058837
internal_weight=0 55483.5 2537.51 52946 4789.45 48156.5 1938 599.515 856.853 690.701 117.109 166.151 573.592 61.8954
internal_count=223821 210611 9620 200991 14538 186453 4815 4805 13210 11318 1919 1892 9399 1756
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=15
num_cat=0
split_feature=112 155 2 77 88 21 189 47 192 149 55 91 184 21
split_gain=112.066 143.177 233.362 226.797 204.944 192.459 164.666 136.459 81.4261 81.6351 77.2035 89.4365 73.6347 50.6605
threshold=0.46662052146329452 0.13036052752401889 0.2271226777464396 -0.058259234294491133 0.2405055227553318 0.01700897818127791 14.500000000000002 -0.092075169606142024 15.160586776646218 0.61537610306621537 -0.063256107249681295 0.0032079810719134951 -0.19625432789402783 0.01700897818127791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 9 12 11 -10 -2 -12
right_child=8 2 7 4 -6 -7 -8 -9 10 -11 13 -13 -14 -15
leaf_value=0.14790587916644052 0.49869735428192485 -0.088536616459813811 -0.092027573868880649 -0.010590990593072955 0.089882482185677681 0.011769474922466057 0.030070943350753949 -0.0045406803275168609 0.46177111523539632 0.35173441093207886 0.38484271654088331 -0.0041024185337956336 0.014376348727477751 -0.03974626099104394
leaf_weight=105.60210119560361 3.1665941355749956 119.99450887832791 196.93716739490628 12857.100081213634 206.27371974114794 6245.0907022664906 4773.5287224273197 1882.5318249478005 4.1396063464926547 7.5054987054318181 2.8154806224629274 905.85575424137642 362.59524877346121 1488.3102107656887
leaf_count=740 26 345 1326 90954 1637 44620 42575 18793 35 65 29 6039 2286 14351
internal_value=0 0.00294616 0.0152372 -0.00146844 -0.00900449 0.0140332 0.0271626 -0.0128262 -0.018182 0.0252685 -0.0249366 -0.00198314 0.0185694 -0.0389446
internal_weight=0 26387.1 6972.99 19414.1 13063.4 6350.69 4893.52 2079.47 2774.39 373.267 2401.12 909.995 365.762 1491.13
internal_count=223821 200990 63039 137951 92591 45360 42920 20119 22831 2377 20454 6074 2312 14380
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=15
num_cat=0
split_feature=166 118 195 195 148 100 83 34 151 10 29 118 156 178
split_gain=172.53 148.656 156.259 163.334 121.236 147.043 103.947 95.3216 37.7502 53.1466 51.1702 31.0926 12.4655 22.9614
threshold=-0.17826924548430936 -0.15083934627628734 0.1432331000577311 0.31205088270162501 0.61229534593616097 -0.14677206271476478 0.76491882392478239 0.38170679546585912 -0.11779255533661344 -0.11808572988370943 0.17377003493072876 0.58572128124122524 2.6778240864658875 0.020367965093890376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 12 11 -11 -10 -1 -14
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.082985976169755865 0.012494442543762564 0.070425707015929553 -0.017621387737216256 0.0035890591011180973 -0.7678982627423756 0.033327107393004207 0.38778553831639262 0.053444991741168485 -0.056444933321239378 0.16143413455771649 -0.083148863949334878 0.074792626710269983 -0.1269451949950296 0.038942145112204278
leaf_weight=293.46398164939455 2254.0694358759501 172.25110983313061 5422.7002748163213 10985.741443018094 4.2958779502660036 4.9067477844655496 10.978519312106071 760.10404294310138 195.85521110187983 26.459318340726895 12.640332111157475 19.885536246089032 13.039939917995069 23.169650973344687
leaf_count=36401 19072 1089 43829 86730 40 88 62 9866 23036 481 114 1857 972 184
internal_value=0 0.00132108 -0.00239511 -0.00342062 0.0217147 -0.340693 0.0894409 0.0228212 -0.0538119 -0.0249071 0.0823641 -0.0443483 -0.0761556 -0.0207979
internal_weight=0 19615 16591.7 16408.4 3023.38 9.20263 183.23 3014.17 584.514 254.84 39.0997 215.741 329.674 36.2096
internal_count=223821 160776 131710 130559 29066 128 1151 28938 63045 25488 595 24893 37557 1156
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=15
num_cat=0
split_feature=64 107 52 34 145 131 158 69 49 61 131 1 178 114
split_gain=184.514 261.178 254.522 273.327 277.068 244.652 247.987 234.193 191.433 190.14 138.845 95.3428 92.0746 74.3404
threshold=-0.021099263346545997 -0.21178005168320238 -0.059219505939526539 -0.061146464328965006 -0.40405994567532727 -0.3676091258095559 -0.35109068328104948 0.1026597125262458 -0.17077981535754158 0.021981144890022255 0.33401424705685118 -0.083899126147746222 -0.078737443870125406 10.825276230362606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 11 10 -5 6 -3 8 -2 -7 -4 -1 -9 -13
right_child=1 5 3 4 -6 9 -8 12 -10 -11 -12 13 -14 -15
leaf_value=0.049450722699340421 -0.045051037524663412 0.10260580223184046 0.037850463844079897 0.089736425257016195 -0.039196045133546527 0.025601432942735588 -0.070408570495759465 -0.025217418885298645 0.028601411975262954 0.0028327004451517701 -0.25659475635643425 -0.029106762811742418 -0.070143144303142099 0.138352939961082
leaf_weight=573.4976411666139 506.12570929017966 95.453730804845691 19.980017283000052 179.19290942512453 2385.310859902238 6137.2667377395846 627.16047954483656 1016.6094165570685 1165.5980958049768 9114.8697139542637 80.696441929787397 336.5050682281726 827.54932842621929 28.776672827341827
leaf_count=6120 1688 764 534 2668 50142 59594 15076 3647 5472 61424 68 5581 10725 318
internal_value=0 0.00387018 -0.0207599 -0.0365321 -0.030187 0.00930087 -0.0475542 -0.0208047 0.00630263 0.0119946 -0.19816 0.024017 -0.0453774 -0.0159144
internal_weight=0 19490.6 3603.96 2665.18 2564.5 15974.8 722.614 3515.88 1671.72 15252.1 100.676 938.779 1844.16 365.282
internal_count=223821 158390 65431 53412 52810 136858 15840 21532 7160 121018 602 12019 14372 5899
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=148 134 186 63 190 111 168 8 193 132 19 96 82 153
split_gain=244.037 241.489 247.561 351.941 281.036 149.852 172.153 143.073 56.3212 45.6438 41.3916 29.6873 26.5714 21.5394
threshold=0.79543638230996117 -0.040367847619797954 52.750000000000007 0.64832957055268936 1.0347454077907126 0.54017515638069324 3.5253592457412766 -0.045750261611942171 0.0077714731208765537 0.93215254443464446 -0.45565338614774298 -0.030240665018826624 0.22846932851296289 0.12541507177113506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 13 -8 -7 -10 12 -12 -1 -2
right_child=5 2 4 -5 -6 8 7 -9 9 -11 11 -13 -14 -15
leaf_value=-0.082185194125710376 -0.14509151363884307 -0.00074291933304751197 -0.056388836892416361 0.048571827989184239 0.0028395579029669555 0.18809033577053103 -0.069026196735025802 0.042285007819240085 0.083131950529083357 -0.088914409195256852 -0.029688630848128512 -0.078858205020532909 0.10440597762642799 0.034515595787090562
leaf_weight=11.204014147573615 67.3771349034796 35815.393062361196 1653.9658951215679 1508.0962404143065 1553.6826515030116 50.61840414069593 130.61503651866224 996.08132468874101 349.98086257651448 16.130978338420391 164.03063308581477 488.45432865727344 23.937515241093934 7.4115620180964461
leaf_count=1499 259 145612 2724 6776 2123 29 533 2109 490 67 22154 39359 57 30
internal_value=0 -0.0020384 -0.00104143 0.0012497 -0.0277005 0.0375504 0.0196286 0.029381 0.0892211 0.0755515 -0.0608034 -0.0664973 0.044916 -0.127292
internal_weight=0 41218.8 40531.1 37323.5 3207.65 1618.22 1201.49 1126.7 416.73 366.112 687.626 652.485 35.1415 74.7887
internal_count=223821 220304 157235 152388 4847 3517 2931 2642 586 557 63069 61513 1556 289
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=15
num_cat=0
split_feature=122 126 74 49 79 130 163 59 86 161 134 117 74 119
split_gain=186.91 219.661 330.151 329.725 325.73 234.349 225.761 195.327 117.769 107.635 69.9781 44.0336 34.5241 14.4098
threshold=-0.39698452161470005 0.89085451054187315 -0.093026331847974902 -0.11989052024725981 -0.025652467512571889 -0.51904439880029762 -0.27620188821444769 -0.032336330757811164 0.020489796240036721 -0.33303095106579489 -0.063668051686385049 25.523203643743056 0.56194730532265302 -0.30643667908926014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 11 -7 10 -9 -10 12 -3 -1 -12
right_child=1 5 3 -5 -6 6 -8 8 9 -11 13 -13 -14 -15
leaf_value=-0.086284772572399457 -0.051993218641263377 -0.086193813266580044 0.01986721250647748 -0.056253390647859142 0.039891008591716189 -0.011985883675514971 0.0051453477723134126 -0.10208859927176053 0.08335588788571334 -0.10643687850034239 0.040720868692752904 0.14659006467793337 0.11229066687476107 -0.10249605601394265
leaf_weight=12.281430420232935 543.84950308990665 338.64323974889703 730.99062323058024 2568.5784960736055 1327.6880999072455 9516.2246946508531 40141.206396712805 39.553088316693902 689.84079633583315 31.233796065673232 7.4908069241791955 8.3258060365915281 30.494568586349487 113.06646158080548
leaf_count=421 11291 2914 4539 30287 4478 30653 136952 373 1270 91 32 11 18 491
internal_value=0 -0.000738925 -0.0203597 -0.0393895 0.0131904 0.00129012 0.00186236 0.044613 0.0659192 0.0751349 -0.0546079 -0.080608 0.0552776 -0.0935973
internal_weight=0 55175.5 5171.11 3299.57 1871.54 50004.4 49657.4 923.961 760.628 721.075 163.333 346.969 42.776 120.557
internal_count=223821 221125 50595 34826 15769 170530 167605 2696 1734 1361 962 2925 439 523
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=15
num_cat=0
split_feature=151 100 15 57 151 193 156 84 158 187 59 119 50 121
split_gain=113.365 148.571 145.252 133.13 112.245 154.008 87.2212 83.3877 81.4737 69.0117 49.4691 28.0638 22.8034 7.11542
threshold=-0.38590520279073565 -0.3028136335924268 1.746453463146987 4.764213041309211 0.30828769155955599 -0.063018889894918204 1.3557182928712288 0.23725589701732203 0.3027756897661254 -0.15074342784451766 -0.28961651555770845 0.021078769791181003 0.042970993945979606 0.27194041981049771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 8 6 -6 -2 -5 -4 12 -11 13 -3 -1
right_child=2 9 3 7 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.11412464102477363 -0.028948175284658269 0.20154164260656895 0.04315973723315461 0.003887844345994622 -0.045724330245257495 0.014882623138123 -0.0056052011574555909 0.06271100156146768 -0.0030603001334433585 0.21932192105954959 -0.049899656405765241 0.46095147115987545 -0.081268648101808463 0.23684747934943193
leaf_weight=11.513333324342971 1920.3143636271416 15.001045428798536 1684.0385498008982 9595.0754941512423 465.51988932630047 4220.6535121423658 9617.3303402528109 247.20243714295793 493.03512031957507 6.8860400625271714 772.35547353135189 3.8171368949115267 3.5201062824344254 8.0121952891349775
leaf_count=63 25844 173 16833 71281 3277 28799 63499 1789 3655 169 8243 28 134 34
internal_value=0 -0.0357099 0.00198322 0.0103151 -0.00418939 0.00886199 -0.00949038 0.00536527 0.0326924 -0.0429862 -0.0475206 0.212964 0.147791 0.164483
internal_weight=0 821.105 28243.2 12019.4 16223.8 4686.17 11537.6 9842.28 2177.07 797.763 779.242 23.3427 18.5212 19.5255
internal_count=223821 8844 214977 93558 121419 32076 89343 73070 20488 8719 8412 125 307 97
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=15
num_cat=0
split_feature=115 173 193 151 31 195 109 41 145 195 183 38 125 122
split_gain=160.508 213.536 160.187 173.857 190.143 168.868 108.332 82.739 68.8329 108.99 60.1476 40.3761 39.3157 35.1548
threshold=0.015646319036788214 0.081641328287279033 0.95117711803148153 0.04066140376520249 0.19569061245595584 0.3009871292058513 -0.29148266857042726 0.01071256901283763 0.076375436235185959 0.35624002385172743 0.94299293132124473 0.099657356300774477 -0.22240271148544749 -0.035781512546758869
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -2 11 -8 9 -4 -10 -3 13 -1
right_child=2 6 8 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.11133350747929943 -0.023455021269066418 0.06833731790311097 0.14618996297577461 0.003517307418832358 0.036280076183822119 0.0047391826867388799 0.022893449254028905 -0.077318055690343668 -0.42617894965978609 -0.025533852217336919 -0.040491770438967872 -0.11578027344114172 -0.077446269062515366 -0.0020249678162950219
leaf_weight=37.049579971368075 3048.7753285550571 256.91052801976912 52.512540797732072 4518.9139525092905 2913.4893807356711 7006.2058214688441 170.01515617017867 159.85786851184093 4.0588490795344105 124.78921943038586 1062.9536458973307 12.489647055044768 638.48806886297461 142.91907974414062
leaf_count=1425 14777 908 344 25920 16543 39253 2143 2829 7 1575 5926 84 110988 1099
internal_value=0 -0.0326014 0.00229613 0.0047629 0.0163603 -0.00380959 0.0127535 -0.0256695 -0.0323714 0.0253266 -0.0419589 0.0598015 -0.0658102 -0.024528
internal_weight=0 1417.73 18731.7 17487.4 7432.4 10055 599.273 329.873 1244.31 177.302 1067.01 269.4 818.457 179.969
internal_count=223821 119476 104345 96493 42463 54030 5964 4972 7852 1919 5933 992 113512 2524
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=189 94 44 38 112 108 9 193 74 157 93 73 10 104
split_gain=156.615 180.087 215.056 329.551 199.773 169.387 166.914 135.271 102.898 84.4057 84.5718 55.2761 33.0053 29.2877
threshold=48.500000000000007 0.019888418481477786 -0.12613775151830398 -0.083887009663765957 0.75791861785605175 1.5059955616100649 -0.10290122012667761 0.37369192352820241 0.59280453955532419 -0.21441156041075629 0.11029145333544947 0.24948096225735159 -0.4266515037286307 0.1955693818530653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 10 -2 -11 -10 -14
right_child=8 5 3 -5 -6 6 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.041312668434925585 0.041241120921422049 0.062028636770364902 -0.057506177307024856 0.003026175257266128 -0.067287127759181803 -0.0054451100288221109 -0.043794375637721712 -0.040977359356251158 0.38760743157493249 0.053621060632487227 0.13389684105808117 -0.04432180775720343 0.43161946595617195 -0.036588107926810727
leaf_weight=2052.3693438215414 186.74449148355052 430.41918131368584 962.22102629797882 13773.321964357863 184.62392237599124 2279.0447640353523 2260.85902696829 181.14794136380078 1.8910289201885451 146.41077821271028 208.49318887130357 95.018807190121152 1.3473800232750353 158.25325210776646
leaf_count=18034 594 9771 5124 141269 283 8811 31388 966 11 1303 1282 1593 34 3358
internal_value=0 -0.00151122 0.00345929 -0.000926547 0.0323497 -0.0178876 -0.0245429 0.031518 0.0435775 0.0616608 0.0901183 0.0150739 -0.0277145 -0.0326354
internal_weight=0 22124 16972.5 14735.5 2236.99 5151.47 4539.9 611.567 798.159 636.667 395.238 241.43 161.492 159.601
internal_count=223821 215646 164710 146393 18317 50936 40199 10737 8175 4772 1876 2896 3403 3392
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=14
num_cat=0
split_feature=97 81 2 97 107 73 35 192 73 104 33 21 73
split_gain=231.115 221.654 293.65 764.519 464.162 290.228 241.067 142.509 24.7311 41.2451 13.9572 11.5834 8.25418
threshold=-0.020668855065295179 1.1711062031919022 -0.18852080340756053 0.17068424723284573 -0.20728158854539411 0.72194269223037066 -0.061479374833547075 15.503546348855588 0.27668384233724164 -0.25990988249360253 15.615788939829873 1.3043983637021592 0.063191241934819412
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 11 -10 -11 12 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.081750568466124274 -0.050123320737681304 -0.086685215442110497 0.039768882308208756 0.0033767534730193209 0.0029434641624042283 -0.10261481461112654 -0.02051774610917418 0.019269230592662851 0.52919800143230367 0.103337288722939 -0.084151705882903577 0.12509559424636688 -0.044001117754787461
leaf_weight=382.49404962394328 3361.4786395858973 857.61823667958379 4248.6260173158662 13004.158236077987 17607.726580232149 102.69635336101055 1538.1668355377624 1455.7399314595386 1.6039891242980981 7.0351149374619153 9.1146720065444224 2.881708860397338 68.260217519840808
leaf_count=56841 24807 1442 7437 17242 103632 196 3199 2973 1 25 747 1 5278
internal_value=0 0.000185519 0.00251725 -0.00761209 0.0101019 -0.0223533 -0.0442037 0.0112374 -0.070225 0.0455566 -0.00247839 -0.0747563 -0.076034
internal_weight=0 42176.2 38222 16365.6 21856.4 3954.22 2395.79 1558.44 471.39 17.7538 16.1498 453.636 450.754
internal_count=223821 160928 153118 42049 111069 7810 4641 3169 62893 773 772 62120 62119
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=15
num_cat=0
split_feature=25 180 180 6 120 90 134 130 196 107 197 13 52 52
split_gain=183.571 430.293 344.4 292.558 318.315 317.313 281.484 259.296 240.382 236.992 196.871 154.636 153.937 152.091
threshold=0.044698627739117196 34.113119143239636 38.937751004016071 0.14001362973925002 0.11436794992466652 1.3270888681175197 -0.076635326676512364 0.016795394776620249 1.4193157785004724 0.94946736411852228 -0.092716642965053719 -0.26876697821813123 -0.15667838064027959 -0.057159128148597874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 -2 6 -5 -6 -7 -3 13 -4 -12 -1
right_child=3 2 11 5 7 8 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.1713265970234146 -0.06723721790769234 0.0093729507937989533 -0.10146354799221056 0.032956120100795044 0.049935156258985508 0.044249841094300274 -0.0058907358248505804 0.010568378604964564 -0.011468838689755817 0.12159161129990631 0.059896281797964947 -0.02436581164196866 -0.085253922870488177 -0.095625286357511996
leaf_weight=59.086527548264712 394.7848947616294 3365.027716874145 307.94361034641042 1967.9184493293869 2639.7071777796373 2513.0581955583766 35761.455046830466 4569.4929915359244 1119.0752554796636 199.34115444752388 77.890986659796908 1676.2989106144523 1179.1573038061615 33.409757328452542
leaf_count=190 1036 22335 2108 22835 4338 3616 130629 8420 1782 446 349 12276 12716 745
internal_value=0 -0.015257 -0.00293965 0.00216732 0.0201949 -0.00114692 -0.00386453 0.0249828 0.0270827 0.0156489 -0.0658994 -0.036331 -0.0762599 0.0749033
internal_weight=0 6898.16 5548.61 48965.5 7603.99 41361.5 37729.4 7209.2 3632.13 3564.37 1349.54 1984.24 1257.05 92.4963
internal_count=223821 51165 37165 172656 13794 158862 153464 12758 5398 22781 14000 14384 13065 935
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=12
num_cat=0
split_feature=182 96 139 173 29 182 29 168 58 94 31
split_gain=111.372 105.415 169.354 154.561 132.43 126.483 148.567 127.511 65.4068 24.353 11.6342
threshold=2.1256631835189199 0.47837436289914553 0.35493553880102341 0.095662809964891279 0.34256840179166598 0.096694676983719322 -0.082010326497454447 16.768629793072552 -0.29685816718768343 0.0018180363403749583 -0.0083233952572503659
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 -2 -10 -11
right_child=8 2 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=0.0069471378902536997 0.4519193280226298 0.071758886433829217 0.092861169343090938 0.0145472239861029 -0.032227651571955306 0.060175637117982399 -0.013719108850795353 -0.021228377259454433 0.23488882890043672 -0.02637808406839148 -0.082381673846021714
leaf_weight=16162.007306288026 2.430564794689416 738.56139179388992 95.436950668285135 1309.3447871207027 747.73627404024592 282.21425134246238 7576.7715893939312 1783.4619220779859 2.6053485888987771 45.12736343825236 208.37439050071407
leaf_count=137842 29 3536 849 7013 10702 2514 40938 17794 13 388 2203
internal_value=0 0.0015426 0.0196502 0.0351802 -0.0180691 -0.000486135 -0.0110656 0.00414699 -0.064386 -0.069286 -0.0724121
internal_weight=0 28695.5 2891.08 2047.91 843.173 25804.5 7858.99 17945.5 258.538 256.107 253.502
internal_count=223821 221188 22100 10549 11551 199088 43452 155636 2633 2604 2591
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=70 44 2 119 77 143 66 57 88 76 118 175 126 126
split_gain=161.853 268.636 171.037 178.85 158.542 136.319 125.287 122.443 111.764 94.0634 92.1825 73.3638 72.8605 44.8015
threshold=-0.030657728127294944 0.1332942695524803 0.21282109663540358 0.057807775591370715 -0.038718589056096424 0.021217619664077956 9.3179834653602303 6.3322525450260096 6.7391251147440565 -0.018534861896950368 0.28667139185073282 0.52853596436232608 0.90625965938757991 0.86817499198602566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 7 13 -4 12 11 -7 -9 -6 -1 -2
right_child=1 2 6 -5 8 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.0035807987674543761 0.00078099549048445561 0.033658732119093676 0.011000368239695288 -0.0048997997311194903 -0.029555381514054953 -0.0031941927726758823 -0.033586842035548119 0.014997762128651388 -0.31434978446239481 -0.038734645352005576 -0.023141449745235056 0.044662102785632339 -0.050482141496362015 -0.071880209529625705
leaf_weight=773.25120533935842 95.183883546829748 2405.8693895898614 1001.3303734555375 2405.9434765455662 145.08254503040371 1653.7665313507969 1700.3832449130714 4758.3451454566239 9.0185665495519043 1354.7159494751832 731.10128592878755 1624.733355055876 579.41938348040276 782.13006433483315
leaf_count=5704 4725 12249 2946 14344 9541 6806 5683 34723 95 17526 4088 18204 6102 81085
internal_value=0 -0.00796607 0.00307371 0.0143792 0.0101923 -0.0293125 -0.0170616 0.00327773 0.0367887 -0.019198 0.00991827 0.038578 -0.0236711 -0.0639969
internal_weight=0 11399.3 7513.53 4811.81 8620.95 3885.8 2701.71 6842.12 1778.83 3008.48 5489.45 1769.82 1352.67 877.314
internal_count=223821 145364 35222 26593 78457 110142 8629 50617 27840 24332 38811 27745 11806 85810
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=15
num_cat=0
split_feature=126 181 73 90 180 127 157 16 176 72 159 29 104 157
split_gain=168.448 162.772 234.48 201.808 191.639 222.544 170.763 155.071 154.256 98.7819 97.827 58.4681 55.6589 44.862
threshold=0.97872454741411208 -0.02605315255002091 0.081279569078626657 0.74583802079574535 36.415662650602421 -0.054420672111307015 -0.17355891806183951 0.25541007329012633 -0.10292144999405171 0.12495240255184568 0.071626749874131687 -0.02857823245819224 1.096992873935593 -0.1645447651086003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 -4 9 -1 11 -11 -2 13 -9
right_child=7 2 6 -5 5 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.039884815657455559 -0.024767341157528776 0.01217062230310232 -0.0023688278132993372 0.13200569644476293 -0.058629135745413841 -0.0081392971715518406 -0.041006481763147598 0.1366070677270329 -0.013118214431782418 0.17398585373719652 -0.013230855318874763 0.11281468081688961 0.54087938452966611 0.0074273394540835111
leaf_weight=855.58705426551751 39.311034853890305 8863.756101621635 5539.4474890212878 142.79424375621602 1584.51452416135 1944.0820644797932 1441.5232305808458 158.86519343825057 1532.75860469912 29.643271286273375 477.51014095332357 144.16655062948121 3.1150353718549004 32.359794219606556
leaf_count=8886 519 68561 28170 911 26492 17432 32036 807 32539 215 5199 946 29 1079
internal_value=0 -0.00183575 0.00340849 0.0140705 -0.0160056 -0.0308117 -0.0103472 0.0426652 0.00586928 0.0204597 -0.00228798 0.083337 0.121577 0.114747
internal_weight=0 21904.5 15987.5 9006.55 5916.94 3528.6 6980.97 884.971 2388.35 690.631 507.153 183.478 194.34 191.225
internal_count=223821 215027 129678 69472 85349 43924 60206 8794 41425 6879 5414 1465 1915 1886
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=103 151 86 103 97 1 2 169 113 158 77 169 106 158
split_gain=228.973 337.683 326.105 486.682 486.294 400.232 255.264 400.952 301.343 216.649 224.052 181.559 169.597 144.603
threshold=0.053719772493696964 -0.3037255127326372 0.23056643258631879 0.47282987815740635 0.21042822918652823 -0.18993758586569345 -0.28949711333245381 -0.21679592609713447 0.12812040396809049 -0.1888651024153323 -0.015741103707451427 0.40028942248788729 -0.17658570816878785 0.9760236321012149
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 -8 -1 -11 12 -3 -13
right_child=2 11 3 4 -6 -7 8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.044609115268980724 0.32224264078908893 0.028009807767372469 -0.051492023175118543 -0.053060761710078411 0.010676520890522883 -0.0056513533998626166 0.005550261187890068 -0.044706206015537459 0.037024242145156976 -0.0095778406689386968 0.12339671484759061 -0.0020108100578835274 -0.050162901558374495 0.79691400598286477
leaf_weight=207.28818024383509 30.705691049937741 306.49830731024849 3333.5894307995623 1306.661329305789 14269.710477126529 4443.2420343689155 7381.4269714524853 984.58390489351586 5174.4625655132113 198.33476831886219 350.87298274759087 1509.4907872645999 2936.315526051374 2.2689191313693291
leaf_count=4820 815 5799 5988 1892 20263 7952 28075 6631 12070 4199 1119 15020 109062 116
internal_value=0 -0.0195581 0.00229339 -0.00487065 0.00532977 -0.0253013 0.0146212 -0.0336085 0.0185211 0.0424986 0.0753758 -0.0294319 -0.0427743 -0.000811747
internal_weight=0 5511.07 36924.4 23353.2 15576.4 7776.83 13571.2 1015.29 12555.9 756.496 549.208 4754.57 3242.81 1511.76
internal_count=223821 140135 83686 36095 22155 13940 47591 7446 40145 10138 5318 129997 114861 15136
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=15
num_cat=0
split_feature=29 64 189 166 140 195 140 64 129 148 184 31 29 184
split_gain=184.605 198.027 434.876 281.392 222.641 421.885 231.543 145.667 172.554 106.764 76.4597 36.6644 35.5597 22.7087
threshold=-0.11441128060287216 -0.030223850286705 33.500000000000007 0.034567287934701409 -0.29674580684115159 0.56111648454395613 0.20136862331306318 -0.20025899132162175 1.0124726375080919 -0.30004057204691464 0.034839937943104783 -0.07985652692294419 -0.11820980100084326 0.7960433407116877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 -4 5 -3 -6 9 13 11 -2 -1 -11 -9
right_child=1 4 3 -5 6 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=0.2830601463366596 -0.076343605964029115 -0.0025031529504709561 0.052152193063765208 -0.073176488113193938 -0.0099090987665988606 0.13640948037007353 0.0038604632461089333 -0.084268536120774562 -0.083697851077503951 -0.085780554160052633 0.00099042381322542584 0.081690053028565843 0.16077690765582925 0.1741380124014672
leaf_weight=10.097429562825708 408.63830375520047 612.55803653923795 2381.751688136952 193.71852399304044 20539.216672672774 339.97091021598317 30121.99509244971 3.8209898333298034 579.47525309422053 60.15604882518528 186.05732053681277 86.487336821854115 6.4796083574183276 30.928382396697998
leaf_count=22 9725 12802 12164 10968 98495 2027 56604 224 16736 2271 1640 124 14 5
internal_value=0 0.000668571 0.0249278 0.0427254 -0.000821455 0.0470767 -0.00172203 -0.0484049 -0.0707185 0.0355647 -0.0521488 0.102742 -0.0618055 0.145724
internal_weight=0 54783.9 3170.17 2575.47 51613.7 952.529 50661.2 777.445 614.225 163.22 594.696 96.5848 66.6357 34.7494
internal_count=223821 204425 34497 23132 169928 14829 155099 19396 16965 2431 11365 146 2285 229
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=8 92 112 155 16 118 109 61 13 28 188 65 191 16
split_gain=105.071 132.394 188.643 194.893 174.737 215.833 126.172 97.9773 99.0754 92.5993 73.5418 60.8452 58.1821 64.203
threshold=0.46104518688059487 0.29732731230754439 0.013535174416831832 0.13427047894619978 -0.26815836718639868 0.18019247897651552 0.48786913166924384 -0.02203869057168616 0.053837876142878126 0.10661211033899058 -0.073611663259334423 -0.22843315315538365 0.29348965454379733 0.62022249382544437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 9 -6 -1 12 10 -3 -9 -10 -2 -14
right_child=7 4 3 -5 5 -7 -8 8 11 -11 -12 -13 13 -15
leaf_value=0.0086546462841376737 -0.07076555120966134 0.1597687712781215 -0.023096790074761578 0.0062805884806794512 0.063356738302823387 0.0057067503029970788 -0.14480581325342537 0.077398516410447607 0.66084016587966643 -0.022079748883019779 -0.040224137941409138 0.0042547237352643158 0.010416666922324215 0.65804278400156069
leaf_weight=12855.670460952213 355.78277858579531 28.910445690737106 5347.6274124899646 3908.9335413521621 1290.6602253179008 1307.0832088460447 53.800222479971126 56.125890111667104 1.4125283583998669 891.08213085320313 1004.5538484430872 1735.2139927200042 4.7129396265372625 2.2671170849353075
leaf_count=100227 2613 172 42953 32108 9881 7063 144 476 12 7724 9174 11210 40 24
internal_value=0 0.00306355 0.000203377 -0.0106911 0.0210861 0.0343495 0.0080151 -0.0162601 -0.00991916 -0.0163652 -0.0340001 0.00478877 -0.0651561 0.220765
internal_weight=0 25683.8 22166 9256.56 3517.74 2597.74 12909.5 3160.07 2797.31 919.993 1060.68 1736.63 362.763 6.98006
internal_count=223821 200272 175432 75061 24840 16944 100371 23549 20872 7896 9650 11222 2677 64
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=15
num_cat=0
split_feature=115 180 157 90 113 102 80 5 110 139 32 59 44 190
split_gain=137.087 147.955 143.53 150.267 119.02 117.517 260.25 105.866 83.6473 57.3479 39.9536 39.8401 26.4698 23.758
threshold=-0.013182394639776954 35.80522088353414 -0.16912614876778814 0.4274685567919102 -0.28067560355536564 0.097046879791634094 -0.11670293046229489 7.9239213924179355 -0.25019818920459946 -0.18484690200112128 -0.24792208977511179 -0.033364808035950037 0.31133164896024157 -0.25669251938954152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 11 12 -1 -10 -12
right_child=1 2 3 -5 -6 7 -8 -9 10 -11 13 -13 -14 -15
leaf_value=-0.034799907647330201 -0.3326180723239634 0.03339267268180051 -0.0045724508726657969 0.035284548611663129 -0.046811680795833976 0.018671238813018669 -0.016645704100746079 -0.10882067271231932 -0.081089139697151411 -0.066091899201450907 0.028484768792409066 0.056881543448249222 0.22667257762049281 -0.080114510145681272
leaf_weight=70.686467116058338 28.185731287114322 218.44479405181482 10221.635379349871 1042.3856245880015 1209.2705842084542 6005.7567639843764 346.77997020049952 65.845590602257289 4.4797824584493338 96.661211549551808 21.185729007971531 143.86255007603904 7.4290679525583982 409.86763907441127
leaf_count=1784 178 528 55845 5435 20444 33789 2046 212 1202 7141 3399 742 14 91062
internal_value=0 0.00159631 -0.00467007 -0.000884038 -0.0345402 0.0139333 -0.040397 0.0172886 -0.0418703 -0.00213772 -0.0697851 0.0266757 0.110901 -0.074777
internal_weight=0 19138.3 12691.7 11264 1427.72 6446.57 374.966 6071.6 754.172 311.21 442.962 214.549 11.9089 431.053
internal_count=223821 118477 82252 61280 20972 36225 2224 34001 105344 9667 95677 2526 1216 94461
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=64 110 108 167 158 163 176 165 163 137 134 116 50 74
split_gain=160.93 214.998 264.496 252.057 271.347 209.815 186.606 182.49 165.628 146.163 133.499 60.7433 1.26275 0.910418
threshold=-0.021099263346545997 0.2925244729632836 1.7852265987942864 -0.43583511221831733 -0.32950061551276183 -0.42775507630034598 -0.057632449207153512 0.063529040290139602 -0.51742926541203271 0.1301967219500729 0.052901474023141465 0.061937762189530919 3.2086214274484646 0.18570407497825289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 8 -5 12 -3 11 -2 -9 -4 -7 13 -1
right_child=1 2 10 4 -6 7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0863583455133341 0.099880124401598158 -0.0038640274759106615 0.079864782143144616 0.043724085176007593 0.0070051421169596648 0.069835907867153046 -0.043221685828718853 -0.037973245984049081 -0.047563726158364489 0.050156350928057182 0.0040959953316883303 -0.080764633303845701 0.17116182883936223 0.11109022314689727
leaf_weight=148.1655658762902 82.593974708579481 2615.2451734328934 397.17945215321379 2537.1024408980738 9733.9667501479707 242.45105281937867 2233.4903868605616 2865.1619051116868 982.1085861613974 201.41895446638227 560.98086493345909 30.108014657977037 1.8847741335630406 16.54643988981843
leaf_count=3158 743 9082 3019 12596 104925 3161 18213 56043 3736 2871 6076 77 8 113
internal_value=0 0.0035541 -0.0125062 0.0105474 0.014597 -0.0197507 -0.0219935 -0.0252152 -0.0361258 -0.0321847 0.0355039 0.0531999 0.0897741 0.0888428
internal_weight=0 19142.7 5806.9 13335.8 12271.1 3505.74 4848.74 3339.14 1064.7 3066.58 958.16 272.559 166.597 164.712
internal_count=223821 158390 36390 122000 117521 65431 27295 62152 4479 58914 9095 3238 3279 3271
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=15
num_cat=0
split_feature=19 174 103 35 157 123 70 129 137 181 91 195 158 92
split_gain=233.277 272.612 254.527 252.024 318.045 305.454 156.265 133.645 90.1232 88.788 82.5806 75.7001 44.3639 20.8582
threshold=-0.43100846974716339 -0.21639144216034137 0.2311058720286078 0.19681490110973654 -0.13152278155664596 1112.5000000000002 2.0581689594313484 1.0188768382289117 -0.15095037231644304 2.7672421104906006 0.034636737158761588 0.53813778291436143 -0.13200538047444035 0.95977605959231715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 -3 -5 8 10 -2 12 -4 -9 -1 -8
right_child=1 3 7 5 -6 -7 13 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.099201569745174231 0.0064179702105347947 -0.0037801820504218351 0.011850885924231053 -0.0086767613505289824 0.017581015511166444 -0.064559213168197044 0.16374219938596798 0.046760226354780075 -0.079946874153213776 0.18521106525543268 0.095081385938598356 -0.037282235604607854 -0.022283749428034731 0.04414546026089694
leaf_weight=127.78654887113953 144.53233924743836 21335.229340278762 144.21855481457897 6763.7135595510481 10352.014213237213 1143.4894406008534 28.812546610832214 264.78512349817902 736.67358331593277 16.326555952429771 687.45974318205845 180.0578032322228 181.47524987629731 29.527127287350595
leaf_count=1545 2413 68779 452 48470 90466 1409 11 296 4267 11 1206 246 4178 72
internal_value=0 -0.00205033 0.0368548 -0.00078703 0.00319838 -0.0167581 -0.0552882 0.0569847 -0.0657816 -0.0420676 0.0806487 0.0127426 -0.0540661 0.103211
internal_weight=0 40534 1602.11 39594.4 31687.2 7907.2 939.546 1276.52 881.206 325.588 831.678 444.843 309.262 58.3397
internal_count=223821 215887 7934 209124 159245 49879 6763 2200 6680 5734 1658 542 5723 83
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=15
num_cat=0
split_feature=152 16 188 115 2 112 20 21 145 122 81 61 145 193
split_gain=175.218 313.409 333.733 253.434 209.177 319.154 196.279 185.639 176.815 189.75 169.686 148.159 143.704 52.0778
threshold=-0.32739884012449977 0.26990673372797053 0.5988475288678633 0.93058443636630861 0.34843424041641058 -0.18969802271896208 0.35813426267888943 0.118062562660585 0.087133448849819675 -0.20788664670388393 1.4947630869109998 0.074857672138841147 -0.43790660063091308 2.1074550993520957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 12 -4 6 -6 -2 8 9 -1 11 -9 -3 -10
right_child=1 2 3 -5 5 -7 -8 10 13 -11 -12 -13 -14 -15
leaf_value=-0.059377829751728617 0.00078351070208109103 0.034533089380265614 0.021054816307765983 -0.10823936259493411 -0.068942978966349822 0.05875625498026759 -0.029040875560566018 -0.0013864747210550095 -0.10782069111710629 0.020486318475218042 -0.095069795564512574 0.048625552916599063 -0.056745219487950575 0.0026994228458816351
leaf_weight=371.07210850110278 41967.157008184935 185.73633786663413 1452.8703705430962 169.26504861842841 233.73581863183063 1203.1554364826297 2329.1023191279965 790.10701697831973 199.91043965122662 1500.3115499829873 101.79063804773614 2366.6458807156887 2416.1942585760844 54.193242121487856
leaf_count=2630 126606 1368 1719 288 12029 13249 17830 2201 873 5333 314 2704 36643 34
internal_value=0 -0.00197376 -0.0280357 0.00756335 0.000433406 0.0379837 -0.000784659 0.0170135 -0.00597782 0.00465025 0.0320102 0.036108 -0.0502294 -0.0842498
internal_weight=0 49957.2 4224.07 1622.14 45733.2 1436.89 44296.3 5384.03 2125.49 1871.38 3258.54 3156.75 2601.93 254.104
internal_count=223821 209732 40018 2007 169714 25278 144436 14089 8870 7963 5219 4905 38011 907
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=15
num_cat=0
split_feature=142 115 152 13 57 29 35 168 67 158 156 115 195 4
split_gain=101.626 142.619 176.334 155.397 143.275 122.513 97.0097 86.7373 77.3519 76.7443 114.563 69.1742 62.3156 55.0381
threshold=-0.087910820312639956 -0.061441300286713116 0.32336233192998959 -0.30306619151481995 3.182968988096202 -0.16294179480064058 -0.063859605008345838 4.5999784771949512 -0.1101620903137267 -0.3428565591686582 2.3560850611725654 -0.13585791591084731 0.47628179445429164 -0.1220145742809776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -4 -3 9 11 -11 -1 -10 -14
right_child=1 3 6 4 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.028529685986605841 0.077518803000529823 0.034576542992124711 0.073261475390516237 0.044560959057100891 0.0036929080428917574 -0.026052847863612283 0.0047515826314337949 -0.046553323434069455 0.033702445346631589 0.19524013307672439 0.052951067464096752 0.21319606802869742 -0.11083258166354758 0.0094279899756695915
leaf_weight=98.510773603193229 117.2784598058206 155.12696976872394 263.16383295401465 895.6979064772604 20290.877720733552 4363.5201588971831 963.04956736252643 875.53079874668038 319.34999912750209 84.323501270904671 172.01721522631124 13.455570859485304 68.160560013027862 86.161004294874147
leaf_count=2136 1981 2865 2371 5745 124265 53375 10350 12336 3939 1292 1436 130 709 891
internal_value=0 -4.60056e-05 -0.0141466 0.00357607 0.00542067 -0.023342 0.0194548 -0.0343423 0.0352156 0.0695887 0.0997572 0.00051974 0.00848856 -0.0436886
internal_weight=0 27924.2 5707.01 22217.2 21186.6 4480.8 1226.21 1030.66 841.979 368.307 256.341 111.966 473.672 154.322
internal_count=223821 213288 68077 145211 130010 55356 12721 15201 10533 4994 2728 2266 5539 1600
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=15
num_cat=0
split_feature=163 190 88 167 10 71 1 121 193 128 170 151 1 139
split_gain=140.733 131.722 122.03 105.088 104.695 32.8058 69.9049 45.0447 28.1177 55.4929 25.9476 18.0213 16.2973 12.1425
threshold=-0.19787563763446173 1.1274344483128471 6.7391251147440565 0.17471996556441363 0.12712457908138797 -0.04100386827653716 0.39169708392141606 -0.10448508428927854 1.1314695132680537 -0.51619893649586845 0.070716807251228878 -0.13090283683181317 0.10892772155334758 -0.18225257141168005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 10 11 -8 9 -3 -1 -7 -12 -10
right_child=1 8 4 -5 -6 6 7 -9 13 -11 12 -13 -14 -15
leaf_value=-0.070666226044687808 -0.0038022696591508672 0.21415662590629544 -0.22098492561555405 0.011172842455461129 -0.023985512958169884 -0.080721511493625817 -0.17937897747251899 -0.57062619715861507 -0.022872731304022818 -0.032189893637162265 -0.10680995666155013 -0.030205603077770416 0.070833595463509952 -0.07719127041366225
leaf_weight=31.053912984309136 10172.477341273006 9.8707792507484537 44.291113660365227 8688.7708859779814 69.009884201164823 195.76600680051342 11.170407259836791 3.995119562605395 48.71411997731775 124.22278398214257 5.934501026684301 110.47211452292322 39.796123549720505 265.1746580307954
leaf_count=2592 107779 45 778 55890 558 31723 64 60 154 1577 162 18506 231 3702
internal_value=0 0.00120935 0.00247473 0.00309628 -0.100996 -0.0588473 -0.0728768 -0.282447 -0.0523865 -0.014056 -0.000122735 -0.0624984 0.0477806 -0.0687613
internal_weight=0 19422.5 18974.5 18861.2 113.301 398.188 321.404 15.1655 447.982 134.094 76.7845 306.238 45.7306 313.889
internal_count=223821 170483 165005 163669 1336 53338 50353 124 5478 1622 2985 50229 393 3856
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=15
num_cat=0
split_feature=157 68 115 4 122 182 155 76 82 190 190 59 190 55
split_gain=147.233 158.076 153.186 283.064 121.819 115.429 130.58 62.8416 59.3535 27.7243 37.6847 20.1497 37.5087 13.9184
threshold=0.076014181898170718 0.85141384667945486 0.074945393683862008 -0.0087815361244221214 -0.077631512302998321 2.1256631835189199 -0.2059263902223899 -0.13406019746349909 -0.16213621547209187 0.030791803249248472 -0.038323353293413832 -0.16143836723891022 -0.06870884626395278 -0.15995505143373623
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 10 -2 12 -10 -11
right_child=8 5 4 -5 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=-0.0035698981902504943 -0.0045903323581168954 -0.0093140940852464073 0.0075257062421504421 0.025577881268755848 -0.036825169031756803 0.39346977467796829 0.10216740934186506 -0.047344807619733954 0.12692033255128035 0.65016959144916842 0.11325936411559785 -0.062767290157293321 -0.053326137657614327 -0.065640095833095657
leaf_weight=13970.020016277529 81.433022380602779 145.86989675613586 935.00307394599076 4375.2279659873166 1834.2494124552759 3.3216233788989475 375.62389938381966 122.54602351388894 16.482167742549791 0.27348661009455 40.692506624705857 557.08541320297809 38.543148221506272 40.218598830688279
leaf_count=64450 6269 3595 3934 22277 29371 76 2414 1516 1936 52 1663 82175 2730 1363
internal_value=0 0.00156468 7.23449e-05 0.00338167 -0.0218507 0.0502392 0.0709843 -0.0357118 -0.0427986 0.010902 0.0346775 -0.0570651 0.000664512 -0.0608055
internal_weight=0 21761.9 21114.5 18345.2 2769.25 647.361 521.494 125.868 774.728 162.618 122.126 612.111 55.0253 40.4921
internal_count=223821 127633 120032 86727 33305 7601 6009 1592 96188 9347 7932 86841 4666 1415
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=15
num_cat=0
split_feature=118 103 158 72 86 13 13 73 142 106 154 58 53 96
split_gain=232.309 303.454 542.512 410.551 318.03 445.946 424.156 201.012 179.515 193.002 176.571 143.908 215.896 128.179
threshold=0.76053982825910793 0.33874720301585864 -0.2215333835786924 0.79288202609373293 0.44209523237634224 -0.087554355111932616 -0.47784504942188516 0.35422384498492171 0.063596921581364443 -0.40565235458187937 0.037659676278572453 -0.047944214940410061 -0.086911257901277114 1.2253263492681661
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 11 13 -11 12 -2 -10
right_child=8 4 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.059327662330783376 0.072366522757056864 0.17660741803737803 0.0034016299108951087 -0.052900567170528295 0.00097915134641294427 -0.062770478599531845 0.017093791616623426 -0.0051694578210793474 -0.20891323678612339 -0.0036055219782270688 0.051512086827199689 0.062547437308361084 -0.041931727244187617 0.016864041230793419
leaf_weight=2919.3238767413277 283.35092185297981 170.42349167825887 10715.964905486515 1473.1883443984261 11711.372481007595 1210.7457942934707 7625.1177346729964 895.55254282528767 68.76057456061244 2482.8956516823964 758.85894991108216 1291.2703604269773 396.52476455055876 39.64228492975235
leaf_count=36663 811 638 141176 2244 15426 2006 13974 1211 33 3658 1287 3292 1314 88
internal_value=0 -0.00336037 -0.0137032 -0.00340309 0.0046293 -0.00499391 0.020581 -0.0466139 0.0189964 0.00490777 0.0092969 0.0429414 0.00570421 -0.126348
internal_weight=0 36721.7 16004 12189.2 20717.7 12922.1 7795.54 3814.88 5321.3 3350.16 3241.75 1971.15 679.876 108.403
internal_count=223821 213338 181294 143420 32044 17432 14612 37874 10483 5066 4945 5417 2125 121
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=13
num_cat=0
split_feature=109 76 78 33 20 173 38 112 160 80 139 160
split_gain=161.856 175.394 211.181 172.511 315.552 200.043 132.956 7.53407 15.9628 1.53397 0.422436 0.356371
threshold=-0.42282166213587058 -0.36558658846574016 0.0038714035727073965 123.94048858884534 -0.040173643843193566 -0.044695585823476575 0.17595826345916901 -0.5614220491155878 -0.15340530353998524 1.4503482663980487 -0.066151489396633831 -0.13102667254703065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -4 8 -1 10 -9 -10
right_child=1 3 6 4 -6 -7 -8 9 11 -11 -12 -13
leaf_value=0.097520062235406879 0.73238685162111905 -0.005022631838398019 0.097071671670424298 0.0012198848230740146 -0.035279122329463321 0.008496877116110909 -0.097327208900170478 -0.08305351765931529 -0.1927911782796452 -0.19607663100183556 -0.09207661150390313 -0.083266050533964284
leaf_weight=7.1058883666992214 4.8644039630889884 19709.619375769282 232.67760758893564 6596.2734415971208 3695.8531765688676 24611.008268708654 41.44917283882387 136.2878742555622 0.30345955491066234 1.284749537706374 83.782889981754124 14.133199609117577
leaf_count=2 2 66219 488 37305 33513 75035 671 8629 1 5 1205 746
internal_value=0 0.000180313 0.0792674 -0.000223706 -0.0118867 0.00248468 0.0676777 -0.0816305 -0.0251759 -0.0871247 -0.0864887 -0.0855683
internal_weight=0 54891.7 278.991 54612.8 10292.1 44320.6 274.127 242.898 21.5425 221.356 220.071 14.4367
internal_count=223821 213233 1161 212072 70818 141254 1159 10588 749 9839 9834 747
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=15
num_cat=0
split_feature=140 77 191 139 99 19 131 90 2 196 108 16 129 16
split_gain=98.8186 125.243 168.455 187.254 112.302 130.557 90.2557 80.4488 77.0885 48.2166 39.742 59.3036 37.1093 20.2111
threshold=0.58384300121466925 0.20671090218918239 0.61504494654820852 0.27798482506729 0.019143166956845693 0.47756493120841254 0.26485844699699307 0.32643966382345802 -0.0071471494262943672 0.03938455558584001 1.5349529589731807 -0.46381268144171067 1.0180911102972658 -0.369430636532111
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 10 -10 11 -2 -12 -11
right_child=8 2 7 -5 6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.0084858941199275739 0.16548560166587578 0.049574541296750124 -0.066379086193232448 -0.00047354301321163214 -0.00088826150007536425 0.078803546310536876 -0.018739409230667903 -0.00013162801204161394 -0.22040418671582845 0.084033327723155485 -0.045010683487613001 -0.00057840958907416607 0.0010277509046363405 -0.084396531272917463
leaf_weight=5072.821499596932 23.443640489131212 1858.9170216030034 265.15738532706746 1250.4615805053763 14666.385317607157 278.53906054678373 3510.1959081247333 593.83949512348045 27.892682440578938 7.8760775709524742 550.49697837978601 259.99022948762286 256.73481755857938 74.655555358156562
leaf_count=36507 178 12698 1129 12990 116968 4722 19459 4411 17 41 7694 3446 3450 111
internal_value=0 0.00218482 0.0186181 0.0294473 -0.000586932 0.0121459 -0.00433561 -0.0205811 -0.0271184 -0.106738 -0.0190573 0.0131572 -0.0303685 -0.0683231
internal_weight=0 27496.3 3968.38 3109.38 23527.9 5351.36 18176.6 858.997 1201.09 110.424 1090.67 283.434 807.232 82.5316
internal_count=223821 208884 31228 25688 177656 41229 136427 5540 14937 169 14768 3624 11144 152
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=70 93 194 53 71 86 184 22 100 100 86 176 126 180
split_gain=131.18 241.733 172.072 199.594 143.782 144.567 218.931 134.882 330.863 121.318 146.322 101.484 93.832 91.9014
threshold=-0.030657728127294944 0.011823227498261455 0.0079963698715678367 0.056965159042550922 -0.091995439210071112 -0.092140868736946116 -0.16939686248069 0.21928883635052637 -0.059193292903238742 -0.25648540926552854 -0.072475755286861551 0.14415679940756335 0.91382581581807332 34.113119143239636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 12 -4 5 13 -7 11 -9 10 -6 -2 -3 -1
right_child=1 2 3 -5 9 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.046712777906421622 -0.041583326797639555 0.036986792931434857 -0.050794083818091876 0.0010682664928590127 -0.056434619476843521 -0.22414181540053302 -0.032672239479442207 -0.4325935912816492 -0.060111941155602922 0.018792179793991462 -0.48143826606565165 -0.0037908074385142529 -0.0092098787103209821 -0.0093784285092270298
leaf_weight=373.69858654912969 1369.2447313452321 1737.7552711515091 879.42874458244842 4750.9911016316619 54.661020898260176 67.370073684636736 525.7883488185762 25.342091515485663 404.2934663424021 6155.0848274211312 9.5101049941731599 1476.9898594870756 588.5941749909689 1337.7514889700687
leaf_count=2508 52550 14278 40766 17901 488 814 6376 206 5326 58033 70 7117 7220 10168
internal_value=0 -0.00699246 0.00242041 -0.00703224 0.00945997 -0.0118756 -0.0544191 -0.0298554 -0.0820828 0.0173661 -0.11942 -0.0219717 0.0252985 0.0028692
internal_weight=0 11232.6 7956.77 5630.42 8523.86 2304.61 593.158 3275.87 429.636 6219.26 64.1711 2846.23 2326.35 1711.45
internal_count=223821 145364 80165 58667 78457 19866 7190 65199 5532 58591 558 59667 21498 12676
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=126 124 1 93 191 151 28 101 44 9 122 80 193 73
split_gain=136.352 148.043 217.367 226.814 188.846 120.466 99.501 97.3427 92.2104 70.111 91.1758 63.2206 58.1117 41.2851
threshold=0.97872454741411208 0.66926037117091697 -0.45358261300708097 0.13751879353387977 -0.025337855912344762 -0.06788725351995685 0.0090474152870501871 0.65151306913024132 -0.039878325078754405 -0.29883709541409292 -0.10186218213074542 1.2189380681580866 0.62003600831209926 -0.040592291694576073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -3 8 -2 13 -11 -9 -8 -7
right_child=5 6 4 -5 -6 9 12 11 -10 10 -12 -13 -14 -15
leaf_value=0.094799202330503554 0.09725227743552689 0.094224826832634279 -0.01655517887626156 -0.0031146572595735808 0.0044459538629512563 -0.33501518087974524 -0.064665141223996705 0.42198094057383773 0.015137129401964704 0.081938088267811668 -0.043152438850129191 0.12825434201148919 0.00031220844032422523 -0.084085015782596972
leaf_weight=483.00772707094438 267.23324104596395 50.336512193141971 6268.3978871743457 463.71466486249119 13510.144630111099 7.9284330930095157 638.30393653412466 11.561486798338594 280.07584531747852 97.78176852982142 144.19214592123171 20.010817754082382 175.47660533082671 37.898030510172248
leaf_count=3707 1847 348 86000 2381 114841 70 5534 100 1742 800 4075 94 2216 66
internal_value=0 -0.00166021 3.06614e-05 0.04684 -0.00220992 0.0387925 -0.0422145 0.0650803 0.0552313 -0.0140827 0.0073967 0.235814 -0.050654 -0.127498
internal_weight=0 21589.4 20725.3 946.722 19778.5 866.682 864.117 578.881 547.309 287.8 241.974 31.5723 813.781 45.8265
internal_count=223821 215027 206929 6088 200841 8794 8098 3783 3589 5011 4875 194 7750 136
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=118 178 164 86 166 90 81 152 126 106 38 61 32 185
split_gain=200.971 296.835 343.399 378.375 273.403 335.659 268.815 217.001 210.14 176.144 150.516 143.458 134.405 130.347
threshold=0.55149090581878857 -0.13488256368557658 -0.35634365762918135 0.23976139329294036 -0.21403784667395262 0.11007454952132686 1.1711062031919022 -0.49937849832923104 0.94478725953183762 -0.20117939556961492 0.26832740443056236 0.035105332150095557 -0.085191616088559019 0.12413616987720784
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 11 -6 13 -9 -10 -2
right_child=7 2 6 -5 9 -7 -8 8 12 -11 -12 -13 -14 -15
leaf_value=-0.066924085001286923 -0.16501070515651764 -0.020060345702074867 0.0011520922691137777 0.13933481253415211 -0.10767889724905143 0.0084226713198142823 -0.03086920433434618 0.076507192566064433 0.071588246677906878 -0.022405250634899995 -0.093045595322303887 0.022788259713389405 -0.012654104936596293 0.10122704746091467
leaf_weight=842.25727182756236 23.43792741879588 253.76072359023965 26020.696953400722 360.490151377453 621.80691879615188 1983.9241603184491 2915.3919484840007 553.95226267146063 205.33814572641859 396.82802599380375 306.28961772099137 4846.3265255183214 2438.3185559086851 85.367703808937222
leaf_count=21932 55 4998 157937 546 1669 3578 6140 5417 308 8648 197 9045 3254 97
internal_value=0 -0.00390425 -0.000503523 0.0734851 -0.0300415 -0.0140321 -0.00207414 0.0133515 0.0169899 -0.074459 -0.0571553 0.0282987 -0.00611083 0.0438765
internal_weight=0 33395.2 29550.3 614.251 3844.82 2826.18 28936.1 8459.03 8043.94 1018.63 415.095 5400.28 2643.66 108.806
internal_count=223821 205448 169621 5544 35827 25510 164077 18373 18024 10317 349 14462 3562 152
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=15
num_cat=0
split_feature=29 134 89 173 72 165 2 64 129 31 148 29 4 181
split_gain=160.049 208.895 318.873 292.495 1326.78 312.593 176.39 127.309 154.203 126.649 90.5837 30.4733 23.3204 18.5525
threshold=-0.11441128060287216 -0.076635326676512364 -0.065480568058872632 0.4536645457658342 0.10256133179977187 0.093683243838101185 -0.1640707640932558 -0.20025899132162175 1.0124726375080919 -0.10762408127359301 -0.30004057204691464 -0.11820980100084326 -0.078535915800998321 0.79604334071168625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 5 -5 -2 -4 10 13 -3 12 -12 -1 -9
right_child=1 2 6 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.23195146466105615 -0.097228792123834798 0.074177068782181596 0.0053972637308272705 3.7755074541595839 0.17461105546938618 0.037775189156852268 -0.0063147250554530347 -0.084090013754931359 -0.082354050843412366 -0.091166241467408385 -0.085456850855683011 0.14331027674333949 0.078055775876511621 0.16011408348179135
leaf_weight=11.226035446859894 190.31463691801764 50.989512256812304 27833.30062377546 1.0371844307519484 76.091715134563856 1735.6351825172314 23902.175791048678 3.4568410373758516 530.44023010809906 506.56364904274233 53.985903306223918 6.5267653814516953 80.129320836625993 31.093113899230957
leaf_count=10 2928 876 55222 47 1549 14253 123167 224 16736 6383 2271 14 136 5
internal_value=0 0.000389549 -0.000824417 0.0320817 0.223034 0.0244346 -1.37624e-05 -0.0471722 -0.0690209 -0.0760452 0.0341108 -0.0607825 0.096967 0.135681
internal_weight=0 54296.1 52293 2003.08 77.1289 1925.95 51735.5 716.858 564.99 557.553 151.868 60.5127 91.3554 34.55
internal_count=223821 204425 185648 18777 1596 17181 178389 19396 16965 7259 2431 2285 146 229
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=13
num_cat=0
split_feature=182 42 8 126 151 29 122 61 59 155 94 162
split_gain=93.2176 96.0415 109.782 107.315 86.3034 90.115 76.6875 76.3758 34.2682 64.8283 19.6732 11.8766
threshold=2.1256631835189199 1.8984063672465885 0.47318508729129832 0.89085451054187315 -0.2243429051499897 0.21726204532139695 0.018222613149323108 -0.0066132612287272069 -0.28961651555770845 0.61964513266543875 0.0018180363403749583 0.036143594685983181
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 -2 -10 -12
right_child=8 4 7 -5 5 -7 -8 -9 10 -11 11 -13
leaf_value=0.016161247371244043 0.6289547793227801 0.53846515429346165 -0.060515996895303625 -0.00040816962605807317 0.0022675539409199768 0.11607731347931033 -0.054748476354438996 -0.01176580422497777 0.18883346176621582 -0.057164198492318102 0.23327086364923366 -0.072949737389635075
leaf_weight=4827.2135538170696 2.0587228317745021 2.2389603096526107 374.4126816582866 20545.920593757168 107.91129849560093 195.82451046200003 81.683114186511375 2268.3845362395514 2.9464534353464833 4.1592949293553829 1.2736884565092612 225.9687072718225
leaf_count=42032 24 60 2881 156996 726 1656 763 16074 13 38 21 2537
internal_value=0 0.0014079 0.000723883 0.00274415 0.0508414 0.075643 -0.0389221 -0.0186724 -0.061647 0.170003 -0.0679045 -0.0712334
internal_weight=0 28403.6 28015.9 25373.1 387.658 303.736 83.9221 2642.8 236.407 6.21802 230.189 227.242
internal_count=223821 221188 217983 199028 3205 2382 823 18955 2633 62 2571 2558
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=177 11 52 157 157 67 112 112 170 61 119 165 53 131
split_gain=125.5 133.888 113.145 167.695 130.91 81.1461 98.6375 63.0965 59.5948 43.255 28.551 72.9363 37.9858 13.6862
threshold=1.1833122384992092 -0.16567555196592404 0.65200909633953275 -0.4577552172262554 -0.35107307533242138 0.26439938524843665 -0.38560010736526223 -0.36082930915211925 0.18965269753420075 3.7190392137665289 0.44658991115850571 0.26228423199226086 0.9292509057113042 0.53085232546636074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 -3 7 9 -2 -8 -7 12 -12 -1 -9
right_child=5 2 3 -5 -6 6 8 13 -10 -11 11 -13 -14 -15
leaf_value=-0.07458855811545409 -0.28709875552156761 -0.056858710623638856 0.18209529800435673 0.018946952740248359 0.0016685804580563171 0.098538649679380863 -0.21773291929755254 -0.093444502334473434 -0.032686245604834172 -0.079057014458056352 -0.070125523331821996 0.18708700543960566 0.03697673162717046 0.084994699143108213
leaf_weight=327.25012506162966 19.120992688462138 391.91124679279892 64.692802934441715 2410.5307094019954 15375.129269419325 82.445247346535325 17.784049860667437 62.399278181663249 814.090388730634 16.450697258114815 32.543553117888223 16.672537666006974 33.657305942942912 4.6163375269970848
leaf_count=54256 14 10168 163 19393 126756 383 69 257 4517 40 6144 1369 259 33
internal_value=0 0.00206387 0.00333421 0.023211 0.000213805 -0.0340113 -0.0254179 -0.12687 -0.0366422 0.0689968 -0.0544409 0.0170083 -0.0641843 -0.0811528
internal_weight=0 18652.4 18242.3 2475.22 15767 1016.91 930.77 86.1366 831.874 98.8959 410.124 49.2161 360.907 67.0156
internal_count=223821 218508 156480 19556 136924 5313 5009 304 4586 423 62028 7513 54515 290
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=139 178 73 100 72 83 188 8 68 163 13 156 131 72
split_gain=132.704 147.889 134.471 235.492 146.204 110.155 87.7136 49.4439 20.3697 20.3712 26.6811 18.4467 25.3912 10.9593
threshold=-0.14597025601214011 0.66230778276226931 0.0085883392929059291 0.3636530510310429 0.91709376408645416 0.44389516534134005 3.0944358583928318 -0.047715373804259262 -0.060094821209568133 -0.19787563763446173 0.127143189994017 3.3477035893899028 -0.44867677150665702 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 11 10 -10 12 -1 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=1.1426596941811487 0.0046366089001725575 0.082473057267516414 -0.01104317158948007 0.09030680605698721 0.048570758142704354 0.41716159582936413 -0.075007147292976362 -0.04143847672535899 0.10871188724273742 1.0347046228526364 -0.085515396845782271 -0.067866865526192546 0.10602925009177262 -0.073963670863859049
leaf_weight=0.24194112163968284 10557.722909439268 457.12463349750033 10091.232374552725 330.91732111992314 428.883937742954 2.3949467912316313 38.334368680138141 127.99248641839949 14.651022056583317 0.089187767356633141 13.673413850599898 8.6076607458526251 10.106390204484343 309.99540492058441
leaf_count=4 73686 3573 65571 2351 4461 15 441 3189 156 2 380 2224 422 67346
internal_value=0 0.000850867 -0.000549863 0.00724022 -0.00861283 0.0487666 0.0702886 -0.0330149 -0.060579 -0.0662295 0.0149501 0.0402962 0.130265 -0.0736448
internal_weight=0 22034.6 21408.8 10888.6 10520.1 625.846 495.459 130.387 357.365 338.409 28.3244 18.956 10.3483 310.085
internal_count=223821 153287 146069 76037 70032 7218 4014 3204 70534 67884 536 2650 426 67348
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=181 73 83 151 115 35 24 164 128 87 75 136 156 0
split_gain=220.815 213.583 393.043 284.134 229.182 243.349 185.742 175.566 70.6293 25.6287 24.0773 12.5345 3.94516 1.19466
threshold=-0.15584050240505606 0.84277765377767488 0.91738301226827812 -0.11263588960481019 -0.067498582658357328 0.0077802329450530087 0.085447186359652524 0.14848069019787882 0.49649398557709973 0.42866551088377169 0.040979072106269124 0.89132785406245174 0.94939061062798114 1.3204184756753159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 9 11 13 -1 -11 -10
right_child=1 4 7 -5 5 -7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=-0.098476361920778119 0.012283508272300431 0.052353580756232698 -0.022100825939815317 -0.007228513763006178 0.03765669476606108 -0.0013760984371127866 -0.088089702423560443 -0.074924870751095066 0.084432224652269058 0.081353392316113549 -0.40747981904824382 0.032978910031490172 -0.042825999536558239 -0.081085009991296281
leaf_weight=199.53419460353325 12207.717439232438 128.5570755135268 2266.5645339913899 19202.158146405782 3749.4216470820829 2782.6293319991091 352.04153887927532 870.95458920556121 0.62173503637313787 9.8989801034331304 9.4062512740492803 7.5272036939859381 3.4500442445278159 1.4602638133510479
leaf_count=12025 66282 159 2951 131975 5444 2889 231 1490 1 67 10 27 12 258
internal_value=0 0.000213721 -0.00301611 0.000355001 0.0161253 0.0210289 -0.050522 -0.0367644 -0.0976391 -0.0850395 -0.33937 -0.0936976 0.0492593 -0.0316576
internal_weight=0 41560 34547.4 31409.9 7012.65 6532.05 480.599 3137.52 231.899 220.41 11.4883 207.061 13.349 2.082
internal_count=223821 211421 202698 198257 8723 8333 390 4441 12400 12131 269 12052 79 259
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=15
num_cat=0
split_feature=168 122 121 4 146 89 103 114 173 95 110 113 20 173
split_gain=161.174 269.828 315.989 290.324 261.453 428.948 278.808 239.816 234.263 347.589 373.783 360.286 233.606 238.111
threshold=5.7039817498668492 0.17149834295890845 0.16848930596734893 -0.0024519470254989726 -0.12871349114501998 0.00047277676302685112 -0.017424657125329101 7.0665130172999779 -0.048818319354023677 0.23520333803987634 0.029025385399481227 0.53951324410279056 -0.22821081121117223 -0.087400824928711748
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 12 10 -10 -11 -1 -14
right_child=1 2 3 -5 5 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.051975170633852097 0.03747133320061366 -0.091476162859947238 0.098416156828287804 -0.0065642088040816426 -0.071906642299448195 -0.014657512811398899 -0.0087479933913603408 0.046898497401731562 -0.0082482905883157678 -0.033388427298414479 0.038021502083308678 0.022196947674125229 0.0090636584709115498 -0.020607413485156455
leaf_weight=950.94249410822522 1667.5212361104786 132.52991359727457 273.89568782225251 6895.0561942065251 1530.865753091115 9021.5588376787491 6005.741693793796 2278.8876388453646 2366.5648846792756 2520.492974816123 6657.3027671910822 2169.9996244227514 8356.7913215336739 3998.90935456031
leaf_count=4670 5878 378 1101 48033 27143 26927 12511 5750 24636 4557 14783 1448 31824 14182
internal_value=0 -0.00560737 0.00797968 -0.00255335 -0.0127494 -0.0229628 0.0012962 0.0392935 0.00523752 0.0144092 0.025887 -0.00767253 -0.00421515 -0.000539352
internal_weight=0 27806.1 9580.37 7168.95 18225.7 10552.4 7673.26 2411.42 27021 13714.4 9023.87 4690.49 13306.6 12355.7
internal_count=223821 127721 55262 49134 72459 54070 18389 6128 96100 45424 39419 6005 50676 46006
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=13
num_cat=0
split_feature=157 131 77 76 180 135 196 49 13 21 81 119
split_gain=108.19 99.4117 99.4829 149.569 60.0433 94.2295 46.7845 44.1178 8.85457 4.35191 33.6348 4.21913
threshold=-0.48256233024458506 -0.49450891641296418 -0.35914641964089722 -0.15001028032457478 30.248326639892909 1.0440656638215693 -0.1496291112202818 0.98467481473119356 0.34434361597232738 0.077105399556453055 0.047182480086312074 -0.30643667908926014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 10 -1 -11
right_child=1 2 3 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=1.7118862146614804 0.089434525000079632 -0.070950001782860608 0.026563943983381667 0.00058646748846943712 -0.12251170143178235 1.0164303885891888 -0.029554224074117025 0.15835930365633788 0.24178704380184196 0.0093400760224889561 -0.031657783198406161 -0.077715440853176054
leaf_weight=0.11151432909537007 15.939974717330189 226.24702780367807 2433.3561537782662 24858.218759104202 58.161544685252011 1.177564981393515 783.39143077039625 8.7132982984185201 0.90668579190969367 5.7323054902954018 14.154526131038436 193.19240940024611
leaf_count=11 278 950 16723 185723 177 22 9993 152 5 165 1881 7741
internal_value=0 0.00129963 0.00234485 0.00290266 -0.0322073 0.153205 -0.0359787 -0.0624463 -0.0700544 -0.0713806 -0.0180289 -0.0752068
internal_weight=0 28385.2 27526.5 27291.6 858.671 17.1175 841.553 234.96 214.097 213.191 14.266 198.925
internal_count=223821 214018 203548 202446 10470 300 10170 1102 9803 9798 1892 7906
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=126 52 129 196 74 129 155 196 85 29 52 139 118 113
split_gain=120.151 191.417 187.22 140.081 160.193 111.221 110.163 109.992 106.148 103.672 89.6012 52.8491 43.4832 18.1243
threshold=0.9128015644411972 0.069890947492261421 1.016928750003339 0.15624108450173732 0.2847631424621726 1.0196218613214234 -0.12403592408495544 -0.052231299490522 -0.24330437513692063 0.11307083181762755 -0.1667210872593943 -0.28196008783625087 0.119897013592014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 7 -7 -3 11 -5 -10 -2 13 -4
right_child=1 5 12 9 -6 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0073735479625472531 0.12555826708733556 0.030278669612861853 0.18940838523117809 -0.031552827208569327 0.049791628331571809 0.033181451074708122 -0.019151713553309767 -0.014713292479015356 0.16024131648245138 0.010981448125213322 -0.05349720883915652 -0.10407014646554875 0.38289952271579181 -0.0031102108631335446
leaf_weight=7438.3080812840235 52.133011124678887 612.39356858722022 27.210311092901971 1463.7518267047817 1011.3625205890567 1398.5167224136458 564.63845178781776 4820.6427184160275 19.930359210207826 941.69424279447776 1232.4591727196748 12.408263777615501 11.173515099100767 5.9614333600620766
leaf_count=82848 190 3057 62 9673 9396 4174 2755 20082 2075 8938 80408 28 49 86
internal_value=0 -0.00852497 0.00722728 0.00638959 0.0124507 -0.00227063 0.0181295 -0.00964195 -0.0436508 -0.0149013 -0.0500958 0.0814115 0.212281 0.15481
internal_weight=0 8713.12 10899.5 10855.1 8449.67 7396.19 1963.16 5433.04 1316.93 2405.45 1252.39 64.5413 44.3453 33.1717
internal_count=223821 112769 111052 110855 92244 30068 6929 23139 82701 18611 82483 218 197 148
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=150 115 134 64 107 89 35 43 1 127 126 105 80 112
split_gain=134.358 138.053 181.022 157.958 203.053 192.19 144.61 87.9737 136.048 102.545 78.2725 72.3213 69.2586 52.0163
threshold=0.4189752124149258 -0.18374306406647953 -0.088351997330301385 -0.021099263346545997 -0.19119153475056913 -0.05412203959012956 -0.19284108336748582 0.71054124675523622 -0.06620481535108165 0.23435693741985167 0.91968981642078285 5.0935056311413645 -0.080343121215320154 0.52559507364957969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 5 -5 -3 -4 8 -1 11 -2 -9 -11 -10
right_child=1 3 6 4 -6 -7 -8 9 13 12 -12 -13 -14 -15
leaf_value=0.064463666463783612 -0.06258922953840286 0.02282157883913934 -0.04098093439420418 -0.02864316823996392 0.0027133104384772355 -0.048604791469565811 0.047926815661321877 8.5525499798897613e-05 -0.0343450383113851 -0.20780553638650356 0.031608131223683743 0.033816268847535032 -0.01493512487201876 0.30060060025677154
leaf_weight=698.32882580603473 316.46830848802347 487.68250739267387 210.76884623826481 2539.4967221239931 11056.500618611244 1655.6132331947447 1385.7935584104562 1136.2900969805487 207.99276630819077 18.972047993913293 122.30404994444689 1442.6901701267197 998.85645917215152 4.7422213862882918
leaf_count=4941 2704 12664 660 18182 102251 33598 11282 7124 996 233 1844 20946 6355 41
internal_value=0 -0.00395187 0.0205556 -0.00712107 -0.00314354 -0.0323525 0.0361897 0.015378 0.0431351 0.00834713 -0.0363325 0.0189546 -0.0185302 -0.0268785
internal_weight=0 17774.6 2035.33 15739.3 13596 2143.3 1596.56 4507.87 911.064 3596.81 438.772 2578.98 1017.83 212.735
internal_count=223821 183185 16490 166695 120433 46262 11942 40636 5978 34658 4548 28070 6588 1037
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=0 58 97 183 181 30 29 124 116 118 169 193 154 147
split_gain=215.413 342.436 344.647 298.365 273.179 286.938 238.396 229.147 290.088 213.681 202.654 176.805 136.897 126.528
threshold=0.7094098396241354 -0.13388163517362159 0.39203707222145684 1.8731552225160808 0.067575336288918389 9.3522348228037462 0.020172099771664741 0.35006266113853363 0.1505510188229994 0.76053982825910793 1.1912635713276287 0.21395435449274666 -0.26949383697380269 0.31207372578479903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 12 7 9 -7 10 -9 -6 -2 -5 -3 -1
right_child=4 3 -4 11 5 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.083317672932797071 -0.042063208015447211 -0.038154244352543901 0.054946315402625318 -0.23485261205673133 -0.02870826432779322 0.028102865940646943 0.0013996140643173609 0.017483889617747193 -0.071264717314343001 0.022720419936821713 0.072646791454182458 -0.02419702338605326 0.046072785707849756 -0.32508106357246669
leaf_weight=434.83588285392034 3646.6822487968166 204.90886922867503 228.86942218616605 44.029659377411008 4541.1802752887888 3968.8507099019189 21210.587692343455 2067.5700866012921 448.13074881723151 982.72579263249645 160.80237134743948 418.99111718777567 3312.2039790616836 22.781577427405864
leaf_count=474 133021 741 645 56 16685 19499 34213 5891 1378 1837 709 952 7705 15
internal_value=0 0.0199814 -0.0452446 0.0312315 -0.0028173 0.0010807 0.00560865 -0.0217448 0.00167478 -0.0195589 -0.0372186 -0.0442287 0.0411657 -0.0953534
internal_weight=0 4666.62 686.487 3980.13 37026.5 30703.3 25179.4 6323.19 2515.7 5523.91 3807.48 463.021 3517.11 457.617
internal_count=223821 10588 1134 9454 213233 72234 53712 140999 7269 18522 133730 1008 8446 489
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=15
num_cat=0
split_feature=122 185 193 106 142 165 25 9 35 132 20 85 89 154
split_gain=162.138 175.668 233.26 225.409 236.972 211.407 159.508 156.443 180.701 142.601 85.0697 82.4177 70.6821 42.3082
threshold=-0.39698452161470005 1.3202148363554167 0.79117290022722997 -0.43116639534363271 -0.099288286468770484 0.23291382369034272 0.28398207752988258 -0.39086735696130848 -0.011405101334954634 0.070480250180893808 -0.11986435891783868 1.2101730776717756 -0.013707242202280071 -0.30975721924610139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 6 -5 -4 -2 10 12 -3 13 -12 -9 -1
right_child=1 2 5 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.10802599912041873 0.069960747213609606 -0.046455758505534621 -0.019831649877451566 -0.050748123248954481 -0.0027822294930878295 0.026133609225676143 -0.017988379740440034 -0.10054662266630732 -0.11737009759571233 0.063435255343295471 0.04906123083806025 -0.097190239744468776 0.10768845912373562 -0.1053174519393711
leaf_weight=10.346731310710309 704.53637126646936 131.01569528132677 1911.3524824064225 1053.4377076979144 46269.743701613043 2099.9099984783679 291.54921972565353 16.955806276062503 42.047740502748638 1196.5366848278791 222.13622689805925 46.618295307271183 421.78368257544935 91.476775017450564
leaf_count=7 494 194 1291 7483 206847 3060 1027 207 211 729 1014 81 333 843
internal_value=0 -0.000957144 0.0162563 -0.00285906 -0.00384997 0.00423132 0.0442185 0.0430277 0.080662 0.0525901 -0.00579892 0.0236924 0.0996409 -0.0836387
internal_weight=0 53658.1 5338.81 48319.3 47323.2 4011.26 996.086 851.365 480.787 1327.55 370.578 268.755 438.739 101.824
internal_count=223821 221125 5274 215851 214330 4351 1521 2696 751 923 1945 1095 540 850
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=15
num_cat=0
split_feature=95 76 5 125 129 140 80 21 28 52 1 163 103 191
split_gain=97.931 111.381 171.749 158.844 175.528 111.524 105.577 89.7161 48.7724 30.5125 61.0106 34.0859 16.4147 6.39385
threshold=-0.11177436050458354 -0.058676834586059975 -0.11052161309914374 -0.11787680013237666 1.0163628990272082 -0.33793902996644865 -0.027499878391019958 0.043719702414909148 -0.12341767090814253 0.15415237248493588 0.13523947950817336 0.3858781447787642 -0.1546169834745322 0.2017156560376939
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 10 -1 -11 13 -10
right_child=1 3 5 4 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.060808617651142344 -0.11226906835211244 -0.035204429372824163 -0.0078878268247786123 0.016181399994196207 -0.0052447936738133534 0.022022060864141491 -0.0024471721847758483 0.066977284836206616 -0.094277966935492147 -0.069481122075271975 0.082709699744631701 0.11024617011304153 0.011499081441530846 -0.14449687795688065
leaf_weight=57.010900315217441 158.90861093602143 2149.631619620719 1634.3583725397475 5780.5545070750668 11293.109252117807 5254.8734168919036 1814.3411011414137 33.876225880754646 83.790048275433946 130.49904409702867 61.652094159973785 11.480611492879687 12.371636935698914 36.352234608028084
leaf_count=561 401 11826 14212 50142 94637 37567 10965 545 662 856 918 77 268 184
internal_value=0 0.00147409 0.0123214 -0.00217748 0.00200938 0.0149264 -0.0202112 -0.0807718 -0.0487824 -0.0236686 0.0137572 -0.0549482 -0.0981789 -0.109473
internal_weight=0 28119.7 7082.02 21037.6 17073.7 6889.23 3963.97 192.785 393.157 260.643 118.663 141.98 132.514 120.142
internal_count=223821 220295 52725 167570 144779 51779 22791 946 3526 2412 1479 933 1114 846
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=152 140 159 1 19 155 140 10 111 140 111 106 180 159
split_gain=116.026 130.682 117.736 128.123 103.556 145.273 97.7851 82.4324 79.562 76.1815 62.7174 57.7217 90.5898 54.4715
threshold=-0.19874704327362944 0.41340426338851682 0.15194009240126496 -0.0067359613832062119 -0.094351502420555775 -0.21377570933944662 -0.12497522826051975 0.076553980878217076 0.016034458613183391 -0.50974504802062459 0.94761017685389271 0.084037787296560973 36.545515394912989 0.30461508084114969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 6 9 8 -2 -1 -6 -8 -3 -13 -7
right_child=1 11 3 -5 5 13 10 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.14531659004804828 -0.033848484652560025 -0.076903743297682722 0.029825601839751661 0.0043085293175244349 -0.18911259159114646 -0.065059737922920177 -0.069841398468611107 0.0041618627152145583 -0.012796079043334664 0.035573564705933279 0.46901549349066624 0.12955623372166783 -0.049573262409949921 -0.0085229004650003611
leaf_weight=46.9823037981987 1193.7391536413779 283.84074391881222 2395.8942593730735 11010.908170737266 15.37747712805867 275.31270403320559 548.50537450514639 1092.9091698456614 1268.4965794278978 807.91628179855252 2.1684750636741219 39.645467098718655 98.068443777581706 447.26458811853081
leaf_count=83 30437 23126 32777 86350 127 15293 13969 5686 6456 3822 136 503 807 4249
internal_value=0 0.0038156 0.00529151 0.00886862 -0.0164834 0.0026578 -0.0323395 -0.0156813 -0.017529 0.0313769 -0.0677195 -0.051129 0.00199504 -0.0300643
internal_weight=0 16115 15693.5 13406.8 3412.02 1545.87 1866.15 2286.65 1315.48 823.294 550.674 421.555 137.714 722.577
internal_count=223821 179686 155250 119127 44135 23491 20644 36123 6539 3949 14105 24436 1310 19542
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=15
num_cat=0
split_feature=130 20 155 119 106 16 14 73 148 125 173 10 145 13
split_gain=134.879 137.795 253.707 234.851 183.992 149.62 182.48 131.894 121.11 79.6832 69.2646 63.819 19.7779 15.0445
threshold=-0.38379731495007269 0.062702803988128636 -0.016642086757830358 -0.060134848069474785 -0.29001278655669088 -0.32892835184664732 -0.17945733722480209 -0.30614422450461742 -0.17595750988868317 -0.073569199913742833 0.1552949171868851 -0.39323447752804458 0.110564825192337 -0.049734717621410678
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=0.1213106439933892 -0.033026189063905469 -0.11809228765273921 -0.033287396606460178 0.0045478114716666915 0.024737810801523003 0.01457607858075617 -0.024530691721556416 0.11310293728516772 -0.01876030897115126 -0.092509118836528015 -0.076924043770009012 -0.041115879970819072 -0.066059115866545934 -0.071694373315886267
leaf_weight=59.433035529684275 2252.4930916033773 139.0077520897612 594.705962456821 6361.4056484799075 6737.5047159118694 2252.2818433833309 2537.4676926170214 63.588565983984154 222.40859725630435 429.29364235889807 27.466750417952426 478.28603275878413 7.2545049507170907 4.3331404618220395
leaf_count=396 26140 191 3450 45322 43007 10763 62680 1680 12082 2560 3631 10969 482 468
internal_value=0 0.00168204 0.0063598 -0.00527761 0.0200315 -0.0121133 -0.00614153 -0.0397981 -0.052247 -0.0673406 0.0557815 -0.0584501 0.0903958 0.108195
internal_weight=0 21353.2 15946.1 8613.9 7332.21 5407.04 4789.75 813.778 742.758 651.702 91.0553 617.294 71.0207 63.7662
internal_count=223821 202522 117919 71462 46457 84603 73443 21299 19953 14642 5311 11160 1346 864
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=15
num_cat=0
split_feature=103 130 16 80 137 130 19 61 139 158 148 8 157 151
split_gain=195.793 326.486 296.41 257.875 371.072 311.058 188.857 179.583 173.131 162.073 158.364 154.344 102.655 70.2958
threshold=0.056265598167172179 -0.34821327604012797 0.11435480931531646 0.17222781131098128 0.12607543738031454 -0.16116776851120782 0.057518504312741407 0.069216015546283177 -0.13179348333172097 -0.083150685996925724 1.0571523620668859 0.048366974536051245 0.051570141530522057 0.51359995096030397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 9 5 -5 -3 8 -2 -4 10 -1 -11 -9 -8
right_child=1 3 6 4 -6 -7 13 12 -10 11 -12 -13 -14 -15
leaf_value=-0.072089453108611409 -0.072614619716368664 -0.057533452959634024 -0.018440011031976577 -0.028458541320991727 0.0014230635483806348 0.018647821473945055 -0.044069716421124519 0.074594702825256404 0.053056363367180163 0.0084490502819164585 0.10130095596048135 -0.047051253824899039 -0.068683865427622975 0.18123990485910449
leaf_weight=1228.6181766636582 100.59401604672894 568.81052417756291 505.85182957196957 5258.4266729256924 19818.12229470996 9284.6610219477952 547.34312778600724 985.26088400231674 1024.9530112325883 1007.8083910802234 55.034699385985732 996.54226391992415 52.679186048451811 14.20688608594355
leaf_count=29856 2513 5134 18353 12998 27180 31484 24237 2987 10159 34583 114 22738 505 980
internal_value=0 0.00226072 -0.0181889 0.000543039 -0.00484296 0.0142501 0.0112342 0.0549588 0.0294305 -0.0369126 -0.0646556 -0.0191451 0.0673228 -0.0383695
internal_weight=0 36068.6 5380.36 34930 25076.5 9853.47 2092.35 1138.53 1530.8 3288 1283.65 2004.35 1037.94 561.55
internal_count=223821 82801 141020 76796 40178 36618 53729 6005 28512 87291 29970 57321 3492 25217
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=68 20 79 140 103 103 90 163 161 103 90 58 117 43
split_gain=146.8 169.628 155.417 293.025 344.434 247.78 214.668 250.207 190.809 73.4162 87.6381 60.4687 36.1706 24.6947
threshold=-0.17678034568037579 -0.12707736363352748 -0.053938626639500518 -0.29674580684115159 -0.15149076166386691 -0.046802298715017329 0.015695739720946091 0.019510309360806589 -0.21187069422213009 1.233735609389828 0.038816400574185901 0.0085210375628102138 0.24183081390170449 3.4250796531824492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 4 -4 -5 8 -8 -2 10 -3 13 -13 -1
right_child=2 9 3 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.1109904624605783 0.0113042698605672 0.011367467875955693 0.7479629528421613 0.018350850477684769 0.052929291744814193 -0.0035088764383455866 0.088175977829495017 -0.039215232965709147 -0.078916853003153764 -0.089976812651054935 0.082752068105011997 0.058041773129879862 -0.10412737413600751 0.047791111918131589
leaf_weight=101.56426656013355 320.67374531645328 244.54878385062329 7.1924731952603898 5864.9347981192404 821.90272793755867 44749.605252025649 278.92557766288519 344.72672308632173 871.43637144664535 33.2568748164922 579.58033023960888 58.191435628454201 18.010504762642086 10.840437745675443
leaf_count=860 2310 2567 59 33614 7985 126393 1292 7690 40066 72 536 150 181 46
internal_value=0 0.0368039 -0.00102483 -9.94994e-06 0.0589588 -0.000975891 -0.0297781 0.0177599 -0.0546477 0.0556914 0.0615697 -0.0490568 0.0197127 -0.0956774
internal_weight=0 1045.99 53259.4 51443.6 829.095 50614.5 1815.76 623.652 1192.11 857.386 824.129 188.607 76.2019 112.405
internal_count=223821 4412 219409 168051 8044 160007 51358 8982 42376 3175 3103 1237 331 906
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=19 2 139 152 186 139 65 92 106 48 195 91 28 11
split_gain=89.686 160.003 234.823 219.746 192.071 147.511 139.782 138.335 130.515 149.523 165.975 74.3511 68.5826 118.7
threshold=-0.016089274150215681 -0.043525787793376618 0.055083504326628369 0.07884158923281169 9.5000000000000018 -0.047667506783157808 0.78639371583725104 0.29732731230754439 -0.19698351968305247 6.0309483038391498 0.43989775000682324 0.002647068623179415 -0.038702181385358365 -0.43963950202231128
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 12 10 -10 -11 13 -1
right_child=1 2 7 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.86442473233916362 0.099436425359881064 0.00502003572087905 -0.04051863185200244 -0.084383716301965964 0.044583873134170032 -0.0062982470625740422 0.12083179659943898 0.0089651632240053351 0.0067412569293191522 0.073903056267689199 0.084723765123385766 -0.0091423515097418095 -0.045606508176959853 0.058928631229739785
leaf_weight=2.0028970497369327 139.02251783711836 9251.3531549645122 2018.6926181245362 120.70503486506641 2666.9661464552628 2591.2622196736775 105.40608367696404 784.48971420619637 1047.0747822554113 109.23177867353661 369.15084636412212 8278.8362220254057 946.38147776050027 21.127913057047408
leaf_count=265 861 64922 7391 504 15999 25517 449 2001 10432 1198 4590 78282 10724 686
internal_value=0 0.00512723 -0.00128151 0.0192502 0.0389996 -0.000914376 0.00632468 -0.0266703 -0.00644765 -0.00298655 0.027068 -0.00806091 -0.0414484 0.128677
internal_weight=0 17677.9 12159.9 5517.96 2787.67 2730.28 9356.76 2803.18 10773.8 9804.29 1416.23 8388.07 969.512 23.1308
internal_count=223821 117644 74763 42881 16503 26378 65371 9392 106177 94502 15022 79480 11675 951
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=163 179 52 193 140 44 20 70 71 2 14 5 99 121
split_gain=111.938 106.229 99.9816 139.107 120.426 91.5207 86.4459 65.6769 25.5785 48.1621 37.9883 25.0983 19.9754 11.3417
threshold=-0.19787563763446173 1.0330000219006237 0.65200909633953275 0.59675773321114522 0.41340426338851682 0.43335733474833377 -0.27680269294649068 -0.076256109652635948 -0.04100386827653716 0.3779517428573842 0.17494012866267403 0.027901748791884302 0.040079562032050119 -0.10448508428927854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 10 -10 -1 -13 -11
right_child=1 5 3 -5 -6 6 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.080638708808565218 0.0015974699064200304 -0.2262302905304556 0.033831578638799972 -0.026799575237320995 -0.059239922990840535 -0.055187435651175044 0.0056784133785541032 -0.065475951037601052 -0.067676154858982165 -0.17086510990058984 0.10239275212381016 0.071359842788318972 -0.11140016790615692 -0.34260824233400372
leaf_weight=25.845654570821353 15201.932857121974 33.743283994495869 1958.6126544800354 469.0220142499893 332.48842908589722 380.24767354573123 603.99325819837395 102.96993752213893 250.7984831072572 10.231581500484028 13.859938333422177 38.293445218412671 7.0873020577419075 6.1603403723565853
leaf_count=2608 130258 63 18502 894 14879 1894 3529 464 50073 62 158 242 135 60
internal_value=0 0.00138083 0.0032447 0.0221176 0.000295347 -0.0284855 -0.0178363 -0.105153 -0.0555069 -0.0690721 -0.0587698 -0.00198062 0.0428174 -0.235409
internal_weight=0 19083 17962.1 2427.63 15534.4 1120.95 984.241 136.713 352.277 281.05 264.658 71.2264 45.3807 16.3919
internal_count=223821 170483 164533 19396 145137 5950 5423 527 53338 50353 50231 2985 377 122
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=15
num_cat=0
split_feature=190 180 68 173 82 90 118 158 129 77 118 2 151 85
split_gain=123.556 212.785 206.965 198.452 188.266 207.638 183.504 175.97 166.989 159.02 155.772 144.344 99.9809 86.9444
threshold=0.010695273379572766 36.206827309236949 -0.02312080604360519 -0.068861113213424363 0.19489310286931985 0.74583802079574535 -0.11742953980592048 0.072183940375233166 1.0195433351825347 -0.23120186094721093 -0.11543585242270686 -0.18295512018985793 0.053303765257924067 0.3514148298861231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 12 5 7 -5 -2 13 -4 -3 -10 -1 -6
right_child=4 2 9 6 8 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.055344657473274009 0.015990409291957237 -0.0019014846473676601 -0.10640168611571921 -0.064594546770264535 -0.037149574211140783 0.11414950817218597 0.007969309234756021 -0.04883174063318324 0.063446881787167633 0.019616181750847922 -0.044332477488987526 -0.0143507261008229 0.0017629553116136427 -0.005686723041699592
leaf_weight=1030.3451722076279 7863.6821775443095 1217.266055604181 107.66955652920296 478.91510092480166 1646.217283451464 206.09497730291332 1279.7891041549592 442.34351387622883 505.37511392086162 1430.9627965533 2991.5924798640917 451.59627080734936 526.03960407650447 1882.8711516353505
leaf_count=9169 39090 7848 3204 12916 12451 1445 24744 25212 2602 37205 17151 4018 6077 20689
internal_value=0 -0.00895002 -0.0205873 0.011226 0.00626156 0.0149985 -0.0117907 0.0125383 -0.0103164 0.0107978 -0.0320608 0.0267341 0.0372347 -0.0203632
internal_weight=0 9062.58 5747.49 3315.09 12998.2 8512.12 1758.7 8306.03 4486.06 1538.63 4208.86 956.971 1556.38 3529.09
internal_count=223821 118314 65408 52906 105507 65747 37660 64302 39760 40409 24999 6620 15246 33140
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=184 129 128 69 168 14 14 65 128 60 51 70 33 90
split_gain=192.447 195.714 332.421 304.444 439.409 360.24 260.472 200.736 38.9805 19.2072 15.3391 14.3241 8.85995 7.64137
threshold=-0.1558405024050559 1.0187347616272378 0.10069991162986422 0.32600923519908054 25.334883745377763 0.037975584140389804 -0.20878129692081376 0.56946400518199913 0.49649398557709973 0.43302212092507081 9.0517203322537743 0.46035435683333442 15.144773436579753 0.48797915962128141
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 9 13 -10 -11 -12 -1
right_child=1 2 6 5 -6 -7 -8 -9 10 11 12 -13 -14 -15
leaf_value=-0.083093216789952434 -0.0081157525220068201 -0.020381169806124966 -0.020221989296308585 0.025334157486361808 0.035624484504684369 -0.056941717853954445 0.015103699440454789 -0.071123919333940966 -0.75810737092764979 -0.096071448228807671 -0.26990118671801649 0.070922042688689554 -0.032096687327568423 -0.13174203632219811
leaf_weight=136.08636538039718 16966.730998362727 2773.3273501676158 3530.7127630806935 8348.1241927817173 2656.2805827537377 568.40011607768247 5105.5752634527162 1084.4635404194705 0.58930086041800578 8.4583915305556747 11.136728700599631 13.078853877261279 1.8232090400997538 42.32980958383996
leaf_count=11644 150957 7971 7477 16051 11631 1396 14913 1025 6 154 13 76 250 257
internal_value=0 0.000197836 -0.01024 0.00476735 -0.00219483 0.0200893 0.000661747 -0.0346455 -0.0949899 -0.083867 -0.259135 0.00533815 -0.236447 -0.0946353
internal_weight=0 41033.6 12494.1 28539.5 19623 8916.52 8636.29 3857.79 213.503 199.953 13.5492 21.5372 12.9599 178.416
internal_count=223821 211421 31386 180035 162588 17447 22390 8996 12400 12131 269 230 263 11901
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=15
num_cat=0
split_feature=122 126 100 26 164 193 158 111 59 35 152 95 115 74
split_gain=142.128 162.106 297.979 287.2 181.482 439.63 373.474 144.582 131.535 110.626 117.221 104.555 64.1379 13.9913
threshold=-0.39698452161470005 0.89085451054187315 0.093846398671529066 0.015136433551000417 -0.33695164417476797 0.020910175460327831 -0.3251418165428448 0.016034458613183391 -0.032336330757811164 -0.011405101334954634 0.05962395350491926 -0.0065849853655480795 -0.30722084166340136 0.56194730532265302
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 12 11 -11 -10 13 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.093534782084015167 -0.046700401204469062 0.019474356503503903 0.23319122602871212 0.021398691519441047 0.018257978621432285 -0.044173486512817765 -0.0027062250947043789 -0.052421023503551656 -0.098436120058959561 -0.10921254092297879 0.15522529379676625 0.084971100381207323 -0.091145354259709849 0.10532522232064614
leaf_weight=4.11462175077759 878.89957968529779 1828.2821410245961 17.895455077290535 2096.6998027638765 11511.681345401099 2670.1874435534701 32456.817129286646 1848.8332025210839 32.925446161883883 68.122231247136369 22.234641856513917 555.24754777690396 97.406641060952097 25.248574256896973
leaf_count=205 27136 8488 57 16344 18064 10623 133355 7058 565 542 37 590 739 18
internal_value=0 -0.000917763 -0.0183637 0.00128434 0.000825257 -0.0183055 0.00278255 -0.049683 0.0414092 0.0588781 -0.0441408 0.0747041 -0.0520921 0.0774593
internal_weight=0 53309.3 4842.33 2975.6 48467 4498.47 43968.5 1866.73 805.3 678.53 90.3569 588.173 126.77 29.3632
internal_count=223821 221125 50595 43480 170530 19111 151419 7115 2696 1734 579 1155 962 223
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=13
num_cat=0
split_feature=157 173 161 9 72 4 42 139 13 9 1 13
split_gain=98.3904 104.392 91.7596 129.259 96.8578 63.9902 69.5311 63.4281 8.91728 3.40255 60.0053 2.5397
threshold=-0.49176382482268366 -0.20036761926999855 -0.20192053091382076 -0.14527897340792467 0.29909594116374849 -0.025757063987865085 -0.023723143650440082 0.56429244476916052 0.39115359767106933 -0.36863764539902194 -0.3760038943297343 0.21406122066504865
decision_type=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
right_child=1 2 3 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.047793768943569799 0.050521389880865214 -0.0053568216341251876 0.032989032790950418 0.00075008089373582913 -0.046669894164120096 0.17768691862006475 -0.081158874407389517 0.0026238576913283325 0.39627346587699019 -0.079369758716919814 2.016786442842232 0.054791838587663302
leaf_weight=9.1844924587785481 249.72876677569002 2141.2895478144637 1312.9555960320868 23560.823813965311 772.12247448321432 66.382129967678338 47.769913836440537 30.071978061576374 0.40256159007549186 164.62314099965442 0.14296659070532669 1.4231970477849234
leaf_count=1259 5428 38387 10139 150748 8311 926 705 279 2 7618 9 10
internal_value=0 0.00120982 0.000485126 0.00245181 -0.0163058 0.0523256 0.0293772 0.123107 -0.0738394 -0.0749185 -0.0161489 -0.0782198
internal_weight=0 28181.1 27787.2 24873.8 2913.41 393.953 297.499 96.4541 175.776 175.374 9.32746 166.046
internal_count=223821 214923 207585 160887 46698 7338 6133 1205 8898 8896 1268 7628
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=15
num_cat=0
split_feature=195 195 186 138 97 157 34 49 191 10 25 19 140 182
split_gain=125.662 139.926 181.709 173.955 169.6 165.931 156.424 147.256 64.0048 52.8886 46.8667 30.289 19.1306 8.59332
threshold=0.1432331000577311 0.31079811995949053 25.250000000000004 0.13465044522693631 0.038229647579930269 -0.35107307533242138 0.064919788309363222 0.27061975742777639 0.51323540861080141 0.11033617279482426 0.16895057318300075 -0.25133694690370495 -0.31393804178929968 0.52956734112636894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 7 -5 -3 -4 -2 9 12 -11 -10 -1 -13
right_child=1 2 6 4 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.087588707762534079 -0.010307602929762899 -0.076113595500553355 -0.061805920347939483 -0.05141751482919607 -0.0037597658399447713 0.01540256470843133 -0.004341091543701321 0.035631122408167189 0.76945296541505137 0.10940448825656135 -0.10023836976093373 0.40961558506711288 -0.12180481343238414 0.091290774379876205
leaf_weight=5.8486139178276089 2393.4804541045669 202.68950407798729 556.04966161093762 1658.0184220967221 1358.5861245889973 8791.1626972482809 3198.3308309071435 984.90083257657534 1.7438868135504888 143.31568250965211 11.520823387778362 1.7662786615983344 17.179188386155147 1.6312725980242246
leaf_count=24 15899 14644 29075 33776 15048 93378 13585 6617 17 674 41 6 984 53
internal_value=0 -0.000428844 0.00562648 -0.0125 -0.0299539 0.0133401 -0.012852 0.00308493 0.0828311 0.0727763 0.0938057 0.430668 -0.0686229 0.256778
internal_weight=0 19143.2 12748.2 6394.99 3016.6 8993.85 3754.38 3378.38 183.006 177.864 154.837 5.14144 23.0278 3.39755
internal_count=223821 222022 150682 71340 48824 108022 42660 22516 1799 1723 715 76 1008 59
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=114 131 106 117 91 120 102 160 115 195 46 82 82 174
split_gain=121.314 173.016 163.793 152.641 160.478 157.672 140.521 134.843 129.981 116.794 77.4133 62.0117 49.6374 41.4388
threshold=4.1562709340172272 -0.22625147565084211 0.33696548327088854 1.4634781818047273 0.0659887144841797 0.28185310622067444 0.1975054943637968 -0.33021088262159698 0.061286972420757382 0.42756902387808721 -0.12604055858457849 -0.07070895742297216 0.18226423001535291 -0.094639024134759622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 4 5 -2 11 13 -8 -3 -6 -5 -9 -1
right_child=3 2 -4 6 10 -7 8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0092525694773612638 -0.021615247660525569 0.037091739107644281 -0.08151058857780992 0.019030464010467919 0.086945199204839924 0.0029947457145076337 0.031756374691661857 0.09372956904363404 -0.010264103040399271 -0.0078778214115625984 -0.054784836689111244 -0.019386461679976361 -0.05228587813494049 -0.11738683404059198
leaf_weight=30.060762851499021 4220.0074204139819 2620.6746598023165 144.60760878172005 553.64502491499297 40.208153879473684 6795.5500703503058 2897.0198027505394 64.141320379610988 986.91109060418967 740.79377301703789 927.91902467237378 1742.8879290262994 36.547121985233389 183.96558003500104
leaf_count=145 17146 18557 391 9651 310 93926 20442 553 20845 4843 18184 18625 143 60
internal_value=0 0.0163229 0.0226984 -0.00328057 -0.00986387 -0.00643323 0.0094842 -0.0547034 0.0210789 0.0271814 -0.0488985 -0.010125 0.04073 -0.0995999
internal_weight=0 3820.79 3506.08 18164.1 11983.7 11015.6 6180.46 314.715 3883.93 3361.47 968.127 2296.53 100.688 214.026
internal_count=223821 24692 23791 199129 129566 111072 69563 901 41287 23400 18494 28276 696 205
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=15
num_cat=0
split_feature=112 77 34 73 158 145 67 121 96 193 1 158 77 169
split_gain=187.412 367.829 313.305 304.619 576.832 364.245 287.587 379.363 226.443 227.446 204.797 156.568 118.321 110.642
threshold=0.1422772172646167 0.10400045540067136 -0.020479883235387724 0.5409197164810402 -0.2215333835786924 -0.30440961741291872 0.2183700016935646 -0.12213758232368159 0.93542215263248596 0.44996422258470753 -0.32972260079441801 -0.29443466336902685 -0.19954907324328383 -0.0071534749449275485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 12 4 -3 -5 7 -2 9 -4 -10 -8 -1 -14
right_child=1 3 8 5 -6 -7 11 -9 10 -11 -12 -13 13 -15
leaf_value=1.1580834593649505 -0.022889626835756086 -0.036823168262651085 -0.012499673226511151 0.062536427624994298 0.011592477163067367 0.0032573426505431075 0.077738217979872265 0.053802477020687682 0.040443677745592238 0.017971981236459621 -0.058841419943613076 -0.019184523062200174 -0.080655246955150611 -0.025604791044076366
leaf_weight=0.80508118274155904 788.88300085077935 5404.6225266393012 5703.9894568967866 1143.8624763442203 4517.8670591111586 11048.871563565044 187.10327680967748 3536.1513619284087 251.20351139595732 4293.2725699717412 1201.2309351726435 1525.9376822323538 770.00839277818159 694.26907227498305
leaf_count=24 8138 16999 109717 1019 12714 16300 376 9448 327 7351 1788 1854 33111 4655
internal_value=0 0.0042037 -0.0103456 -0.00176887 -0.0147788 0.00881862 0.026079 0.0398139 -0.00477409 0.000586221 -0.0416697 -0.00859834 -0.0538874 -0.0545538
internal_weight=0 28153.3 12914.8 22115.2 9922.49 12192.7 6038.08 4325.03 11449.7 9997.26 1452.43 1713.04 1465.08 1464.28
internal_count=223821 66848 156973 47032 29713 17319 19816 17586 119183 117068 2115 2230 37790 37766
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=15
num_cat=0
split_feature=197 182 68 65 158 2 73 197 2 197 192 34 1 16
split_gain=142.471 430.719 408.564 424.551 286.725 307.338 283.96 276.854 263.425 200.617 190.468 208.876 156.318 128.841
threshold=-0.0027504833960258555 -0.0015705613813658309 -0.053696270608740243 0.00037414025089560471 0.0072850333969170121 -0.18033248726598436 0.26236673289167284 0.055829932549895461 -0.26951229552708239 0.063479517191917925 16.419173745378963 -0.10883179851462035 -0.30235128351251706 -0.38204104163134939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 -4 5 -3 -5 -6 13 -10 12 -12 -1 -2
right_child=1 4 3 6 7 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.082860162233846846 0.079034286548872179 0.0039023397119473746 -0.065616145451619368 0.010760143272994736 -0.040300259441675028 -0.015252672114671427 -0.047393244207993124 0.027363673318001186 0.058979557748240513 -0.1143487856034871 -0.039712459822585477 0.039268431501087268 -0.001176276714089591 -0.053367256310435977
leaf_weight=277.22057535499334 90.974873904138803 20513.426758585847 2010.7931537310069 2507.1264938872191 681.81409017002443 14157.100630063331 1262.4935391927138 5346.1600798310246 2265.5159571830882 68.805258223088458 390.12863418739289 2363.0049833514495 1512.4930915709119 382.56105335312895
leaf_count=2550 172 38204 53493 19226 17495 31905 5487 17342 12174 514 1559 11306 10532 1862
internal_value=0 0.00219405 -0.0108733 -0.0285096 -0.000419425 -0.00391927 -0.00871616 0.0197103 0.0400751 0.0538706 0.0115674 0.0280766 -0.0138288 -0.0279305
internal_weight=0 43506.4 10323.3 5780.41 40698.5 34670.5 3769.62 6027.97 2807.86 2334.32 4542.85 2753.13 1789.71 473.536
internal_count=223821 119668 104153 78206 104946 70109 24713 34837 14722 12688 25947 12865 13082 2034
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=157 173 115 154 74 166 113 164 108 128 94 138 118 30
split_gain=90.597 88.5366 93.654 199.725 117.762 61.5408 91.569 71.3964 2.21753 7.66768 2.06271 9.80581 2.01792 0.0012821
threshold=-0.49176382482268366 -0.20036761926999855 -0.051399152796533704 0.16203544247456036 -0.015918875443241932 -0.3598174777010465 -0.23808781778239527 -0.31542328694912536 1.3119418778215708 0.28278614876131275 0.0045338817894305375 0.44817568925157469 -0.37131640202598165 3.8459614987795399
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 13 11 -10 -12 -1
right_child=1 2 4 -5 -6 7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.08690242855564706 1.534609457853999 -0.030953924685181836 -0.0069752461266550858 0.0047983213456800058 0.0089111485636731765 0.20400542969659763 -0.040688468775267959 0.051002741271621577 -0.053023020237243305 0.28354698837918724 0.0049268230337708597 0.51733644616113716 -0.07815208027338022 -0.081724937702464293
leaf_weight=0.71020706184208382 0.37081399327143927 2667.6613713230181 6910.5988656043774 3771.7238746814546 14366.605698935222 34.129229849670082 75.309297163941665 286.68698810841306 3.203155320428777 0.77136061401688483 2.9800021976698181 0.33274205884663377 154.55611426667019 1.4645906643709166
leaf_count=15 21 37005 49749 36235 84596 608 3883 2826 338 10 93 41 8334 67
internal_value=0 0.00122478 0.000553574 -0.0100129 0.00375142 0.0481447 -0.0329699 0.0672795 -0.0733126 0.0126621 -0.0748851 0.000650082 -0.0765805 -0.0834157
internal_weight=0 28113.1 27716.6 6439.39 21277.2 396.496 75.6801 320.816 164.018 2.94616 161.072 3.5359 157.536 2.1748
internal_count=223821 214923 207585 73240 134345 7338 3904 3434 8898 92 8806 379 8427 82
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=15
num_cat=0
split_feature=116 150 133 95 149 11 176 28 111 149 10 136 114 170
split_gain=113.491 111.7 119.089 118.231 87.4161 67.7864 56.5698 64.9057 44.8491 43.8026 31.8865 30.7332 8.54616 6.62554
threshold=-0.015123902548817597 0.88380951555480669 0.039760365256378515 -0.0048785063867427623 0.53917132797087819 0.040213104901019432 0.026290231920350189 -0.023763615787694019 0.18827702299796242 0.39072877458998123 1.3228296421172836 -0.30402189863049695 33.960941785671643 -0.35834918745056071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 12 9 -8 10 -3 -7 -10 13 -1
right_child=1 6 3 -5 -6 8 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.097628030344780847 -0.020227913730938279 -0.022493848144228799 0.017445634060516007 -0.0052719334038032585 -0.11240017831636431 0.01246200817629003 0.033854670064314113 0.0089561956323975771 0.10162299652805767 0.053384796001202786 -0.31708326444357615 -0.072656041940677277 0.23302445412429998 -0.071030023339881204
leaf_weight=2.3447657407559737 1925.0800789197347 580.49996290929266 3189.3243274838987 8132.6421531057404 108.70432301855908 320.08458467213495 1718.0932492509601 2680.3215546116116 10.997267819824627 87.552698161976878 2.9633188906591377 126.63030127620732 0.93372507372987357 350.87224064873953
leaf_count=855 10853 8888 22139 51250 425 7994 9076 15716 39 1006 38 9326 32 86184
internal_value=0 0.00192124 -0.00287469 0.00112746 -0.0251545 -0.0362158 0.0145638 0.0186819 -0.0109266 -0.0125495 0.00943909 -0.0587301 -0.0691117 -0.0699104
internal_weight=0 18422.2 13355.8 11322 2033.78 814.826 5066.47 4398.41 460.675 668.053 323.048 137.628 354.151 353.217
internal_count=223821 119353 84667 73389 11278 104468 34686 24792 17397 9894 8032 9365 87071 87039
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=157 0 172 90 130 77 157 82 27 157 149 182 59 81
split_gain=121.118 130.923 208.899 158.915 153.349 137.239 89.8028 60.2118 42.692 22.5331 42.4515 23.7392 22.2112 44.0287
threshold=0.059421356971489675 2.1158245733434686 0.30707660420326183 -0.064091366945356124 0.047198773089035848 -0.13510296071775213 -0.18543752578970774 -0.16213621547209187 -0.026814288233589684 0.27097793259474362 -0.87027670487909259 -0.0031634436479940375 -0.16143836723891022 0.85441472349757142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 -5 -4 -3 9 -1 11 -11 -2 13 -9
right_child=7 2 5 4 -6 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.0073178803536822386 0.069104511745927313 0.070633013305367073 -0.056031153850786886 -0.026187271413356257 0.002817162658550673 0.0054324584721771353 0.013677677292813226 -0.00011107188271529067 0.10098410663352504 1.0236880393901406 -0.063961549350810679 -0.014967607565686084 -0.058275283579712414 1.1838094528479919
leaf_weight=69.77042352152057 77.992201628512703 697.1720177307725 374.62239165909705 3642.2718949356349 3649.156651771802 11999.036617359554 459.15946671826532 58.494838589031133 160.83302405662835 0.36226302187424053 38.104564644017955 58.989093339681858 574.92525116447359 0.31581239722436194
leaf_count=783 1951 5259 5184 17806 22851 68588 2217 4765 1445 47 6565 968 85339 53
internal_value=0 0.00149005 0.0073701 -0.00908647 -0.0116714 0.0035716 0.048017 -0.0379348 0.0726448 0.013909 -0.0537186 0.0329 -0.0522877 0.00624657
internal_weight=0 21052 13530 7522.03 7291.43 12373.7 1156.33 809.184 230.603 175.448 38.4668 136.981 633.736 58.8107
internal_count=223821 124133 81248 42885 40657 73772 7476 99688 2228 9531 6612 2919 90157 4818
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=19 67 143 115 26 77 169 79 68 119 143 155 93 92
split_gain=190.266 218.139 222.071 306.114 263.747 177.675 170.29 148.075 132.593 111.476 109.458 89.0911 66.8994 66.8614
threshold=-0.43100846974716339 -0.13785081707509816 0.079987353203898728 0.46535502207589202 -0.012742160838384876 -0.019786348146281336 0.081855676462200336 2.129292316078303 0.8260112413880818 -0.15653457311755758 -0.041755884772699411 -0.25291329468098372 0.26670314144029844 0.22336545774337871
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 12 -7 -8 -11 -1 -10
right_child=1 2 3 -5 -6 9 10 -9 13 11 -12 -13 -14 -15
leaf_value=-0.055095492774656522 -0.075430040679080934 -0.045928092827605627 -0.019650342752573685 0.0090104603179435982 0.0083147169056345584 -0.075762234886349311 0.19944924988779425 0.082689894567480507 -0.084643612686011394 0.022153218237316908 -0.021360657002648203 0.085592080390364936 -0.22403522397612932 0.060720379902696499
leaf_weight=180.35591038283019 778.27714960095909 935.83205498505413 10386.993374966522 5811.5766671345336 21276.374220082449 59.934655967321305 41.895295331312809 64.103770327754319 38.488619524927344 330.52295555255841 48.36750491654675 670.34675571937987 26.941514832898974 177.87184645980597
leaf_count=4029 8856 66586 34937 25948 79114 190 180 84 1190 714 182 1495 60 256
internal_value=0 -0.00162413 -0.000463853 -0.00936768 0.00602939 0.0348461 -0.04941 -0.0633974 -0.0198982 0.0567095 0.0811278 0.0646423 -0.0770518 0.0348614
internal_weight=0 39343.4 38410.8 16198.6 22212.2 1484.46 932.644 842.381 423.658 1060.8 90.2628 1000.87 207.297 216.36
internal_count=223821 215887 206585 60885 145700 7934 9302 8940 5535 2399 362 2209 4089 1446
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=52 17 49 74 128 20 143 176 176 127 145 166 96 136
split_gain=141.207 259.674 355.979 479.49 287.471 243.259 238.148 196.097 329.364 219.522 191.329 171.205 139.93 108.203
threshold=-0.032699940205518536 -0.23490896027058114 0.021865508849280776 -0.13512469453001488 -0.063209832944165781 0.37972062667196554 -0.069390273411660777 -0.12776144721603563 -0.051971013579501048 -0.024504742403288007 -0.37140240573592093 -0.20374560284828672 1.0760552080850354 1.266241537078489
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 7 11 9 -9 -2 -8 -1 -7 -14
right_child=5 2 4 -5 -6 12 10 8 -10 -11 -12 -13 13 -15
leaf_value=-0.11898462002449051 0.061155184039987744 -0.055270621805971469 0.093848816062992266 0.01128349343559993 0.024233676333265178 -0.056933417212318684 0.071187930979696112 -0.032294794559229671 -0.0008685945868530967 0.0037597806585873725 -0.0097322837355493328 -0.014010035810152661 0.074781342967287265 -0.077306686353606255
leaf_weight=335.22506488289218 944.20034220512025 1187.1234357871581 826.6592510198243 12283.393690493773 2100.2280964673264 1267.9479796967353 309.55248732678592 3916.1855976727093 22470.792145534186 2264.8040476958267 5209.6330329622142 289.56439967290498 155.57751535624266 66.891839840449393
leaf_count=1424 2257 11072 875 33881 3255 20342 512 15486 108547 7828 15291 2648 208 195
internal_value=0 0.00571638 0.0122863 0.00541824 0.0438955 -0.00467915 -0.0118179 -0.00269403 -0.00553267 0.0206475 -0.00519374 -0.0703332 -0.0440987 0.0290517
internal_weight=0 22541.4 16397.4 13470.5 2926.89 31086.4 6143.97 29596 26387 3209 5519.19 624.789 1490.42 222.469
internal_count=223821 68958 49083 44953 4130 154863 19875 134118 124033 10085 15803 4072 20745 403
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=13
num_cat=0
split_feature=140 92 154 112 155 139 184 136 1 28 69 131
split_gain=86.123 103.934 199.513 144.024 180.977 126.389 104.715 74.0759 63.5787 35.4346 71.9626 19.6885
threshold=0.77593679223508083 0.20581693513743629 -0.011465482003657995 0.013535174416831832 0.19785308625239176 0.24860920282175406 0.7628035396541426 0.74728284268531309 0.348622371269036 0.39692993576905605 2.4848228829527934 0.21385359809835944
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -5 -4 -1 -3 9 10 -2 -11
right_child=8 2 5 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.0059170487359861256 -0.0056073281261827977 0.0025948885459466898 0.050135737907050629 -0.022963234423817713 0.0085651443049776146 0.0087798879048951676 -0.055928130920422162 -0.037730274069565271 -0.19170881628539008 -0.069661452091636239 0.49566032151546002 -0.014810681014338809
leaf_weight=13500.808595354611 194.33941048063571 2258.0367840822728 1641.7931577127893 5309.6247651776357 2770.6626509578782 1343.8722131855611 279.44484780196217 570.66477629257133 25.971936613321304 210.35762756393524 2.9068022819701573 94.991569881793112
leaf_count=110080 1527 13952 6435 45634 24359 9736 760 5822 27 3806 35 1648
internal_value=0 0.00160798 0.0134906 -0.00155252 -0.0121524 0.0315211 0.00466291 -0.00554035 -0.0391411 -0.031257 0.00177981 -0.0525978
internal_weight=0 27674.9 5814.37 21860.5 8080.29 2985.67 13780.3 2828.7 528.567 502.595 197.246 305.349
internal_count=223821 216778 35945 180833 69993 16171 110840 19774 7043 7016 1562 5454
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=15
num_cat=0
split_feature=195 195 185 167 21 103 183 104 45 178 24 45 85 173
split_gain=111.106 218.886 109.589 105.767 76.2013 71.6454 69.9588 57.2041 49.1019 44.2006 28.5102 24.4656 19.5665 6.09789
threshold=0.15008793528703659 0.17208494560522256 1.3202148363554167 0.010005760804597702 0.13535017078921449 0.0079985798499180062 0.99317803728996901 0.67124922597111625 0.37861555278047038 0.17241499230002577 -0.023379603708152542 0.17277229495323224 0.31362003229400909 0.18721813761704897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 7 -4 11 9 -8 -1 13 -2 -9 -6
right_child=1 2 5 -5 10 -7 8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.016170794930608585 -0.10467655565468953 -0.012032558999366115 0.065832513912480628 0.0056599428988636305 -0.067672849308219402 -0.068046642451105893 -0.13771443740728415 0.454872027015991 0.0037638542238740968 0.10069185668821473 -0.10058027147562204 -0.29812211110988313 0.19778217331048517 0.092508474718842049
leaf_weight=40.40724935801336 8.7618534420689667 4465.7514856393427 45.262571488638059 13882.897909644336 2.9173361154971635 342.01566454533895 65.703094436401443 4.8661570009426196 39.147512514522532 162.61515361664351 33.20889702567365 25.757781569744111 7.5587378807249479 12.822004243731497
leaf_count=1274 172 111758 324 102458 77 4869 1179 17 266 642 580 120 55 30
internal_value=0 -0.000685993 0.000242781 0.00135389 0.0645912 -0.0523997 -0.125544 0.0901801 -0.0848914 0.0774329 -0.0480393 -0.249021 0.29847 0.0628184
internal_weight=0 18875.3 18735.9 18348.6 264.396 387.278 139.37 215.447 104.851 203.022 48.9482 34.5196 12.4249 15.7393
internal_count=223821 221146 219409 214216 2675 5193 1737 1988 1445 1916 687 292 72 107
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=15
num_cat=0
split_feature=13 157 134 195 29 19 179 1 82 142 130 75 195 116
split_gain=121.473 310.518 197.562 182.677 139.591 156.165 138.957 126.373 122.881 138.922 121.472 100.808 79.1627 76.9541
threshold=-0.32821274811111795 -0.44013042142353903 0.21304454782404061 0.29517587325931338 0.14457159168548686 -0.15516447360587823 1.0330000219006237 -0.28261114265557569 0.25918228567160473 -0.021677327220785084 -0.35472135421125711 0.020610560662674329 0.43989775000682324 0.63806836556942659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 8 5 -5 10 -6 11 -10 -3 -1 -2 -8
right_child=1 6 -4 4 7 -7 13 -9 9 -11 -12 -13 -14 -15
leaf_value=0.080416337983625574 0.069697263699728895 -0.050088570356064538 -0.018890994637243683 0.080105813162352255 -0.023708719920118405 0.0096254931062809169 0.099678531286002639 0.047351978484474234 -0.064426774497314807 0.07684829801546264 -0.0062726600266392821 -0.10935831220330035 0.16250587795580468 0.0028559080638632284
leaf_weight=704.65358500834554 206.43629926489666 660.80515531214769 170.80840875394642 380.95510254171677 1841.1641946973978 1798.7435523050372 186.79068750434089 289.63015147129772 164.07947964966297 120.88711179187521 14887.179177216647 29.148879682645202 165.65700043365359 146.44488295138581
leaf_count=5067 1243 22163 1276 3255 9768 9133 1973 1520 340 1023 163098 28 997 2937
internal_value=0 -0.00422319 0.0701444 0.013152 0.00415113 0.0219436 -0.00676546 -0.0140497 0.0512352 -0.00449577 -0.00813488 0.0728779 0.111016 0.0571285
internal_weight=0 16424.1 542.902 5329.26 4310.49 2179.7 15881.2 2130.79 1018.77 284.967 15548 733.802 372.093 333.236
internal_count=223821 193687 3516 30134 23676 12388 190171 11288 6458 1363 185261 5095 2240 4910
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=73 96 81 0 16 148 80 107 126 25 163 190 65 152
split_gain=182.962 341.702 258.613 335.532 230.758 237.293 248.141 211.546 172.743 173.321 163.532 257.632 139.846 63.4433
threshold=0.84277765377767488 0.97337180167852577 1.1711062031919022 0.54998891279265738 -0.24500099681156681 0.48064891991020192 2.9627771708214663 -0.23604914883407271 0.95960441781706263 0.18500924692304591 -0.07035701679639926 0.180443681433025 0.59551144318956228 -0.035360506098035642
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 -4 12 -10 -2 -12 -3 -7
right_child=4 8 7 -5 5 13 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.050940654131789401 0.095503335164991335 0.085644775943797394 -0.070661353636854621 0.00040517463434417485 0.0046065802194469674 0.097037222506448292 -0.076691286758558297 -0.0088095874264586139 -0.033234550964381583 -0.1413030499238406 -0.063931660516676841 0.050554072396823135 -0.026633104666132709 0.013244302543443123
leaf_weight=1382.8150369836512 488.25722865760326 115.20790920883883 870.80779829368112 26338.739388746522 4329.5105249823537 323.47051072493196 411.08750076964498 1515.0200885800878 335.69760504056467 266.00227873772383 247.941496450454 948.52773913927376 2989.5641197494697 125.38396823219955
leaf_count=3269 519 263 1530 200956 4803 579 270 3166 332 221 448 1928 5337 200
internal_value=0 -0.00332006 0.000207063 0.002926 0.0145759 0.0041366 -0.00244328 -0.031385 -0.0319706 -0.08101 0.0467321 0.0268295 -0.0224668 0.0736303
internal_weight=0 33813.9 30107.4 27721.6 6874.18 5189.45 4740.6 2385.83 3706.47 601.7 1684.73 1196.47 3104.77 448.854
internal_count=223821 215074 208921 204225 8747 5852 5073 4696 6153 553 2895 2376 5600 779
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=14
num_cat=0
split_feature=109 2 160 164 167 123 31 130 31 80 14 115 31
split_gain=133.581 145.286 138.536 256.648 214.568 137.61 100.154 7.35282 12.1993 1.36765 0.33307 0.184958 0.163577
threshold=-0.42282166213587058 0.88063955300864449 0.39636990793281596 1.4432353354930396 0.48796589202466084 471.50000000000006 -0.11880054509095379 0.21956841819658293 0.39819592148117117 1.4503482663980487 0.10065196829516017 -0.29354284141337333 0.25553738368218065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 11 -7 9 12 10 -1 -3 -9
right_child=1 5 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.090319679473162592 -4.3193810617540585e-05 -0.13993142207208975 -0.042993845622360471 0.012088348156589285 0.0430357502354844 0.77893313265261954 0.11549782260391905 -0.08967762311550985 0.094167495355679739 -0.18984315314639089 -0.081875023130219188 -0.084369095944428651 -0.14310072180382191
leaf_weight=87.834814897039905 48321.447137325013 0.60873669385909934 1999.7068962544436 1466.0357465874404 1184.5485871128039 2.3081508185714474 160.65378820837941 7.2435316612245497 6.1420378684997559 1.2727100998163212 99.74477553385077 37.921241000876762 0.62239243276417244
leaf_count=1860 187790 2 18163 2357 2462 119 540 243 2 5 8470 1800 8
internal_value=0 -4.314e-05 -0.000365523 -0.0196937 0.000987572 0.0847106 0.124895 -0.0813452 -0.0114411 -0.0865302 -0.0858293 -0.0852469 -0.0939047
internal_weight=0 53173.2 52971.7 3465.74 49506 201.492 162.962 202.86 14.008 188.852 187.58 38.53 7.86592
internal_count=223821 213233 210772 20520 190252 2461 659 10588 253 10335 10330 1802 251
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=127 19 13 23 68 115 49 57 144 49 92 98 116 41
split_gain=85.6439 90.5917 130.182 151.606 102.799 99.2059 149.968 102.418 72.3575 58.494 37.0123 20.1272 15.1515 7.75408
threshold=0.65022933567019059 0.3248439565048078 -0.15577987466281387 0.41169478883307936 0.47638945593371523 -0.061441300286713116 0.011518560634697353 3.182968988096202 0.80093091607815603 -0.3205649418029623 -0.021198698883860539 0.059037906151383872 0.10344510976676691 0.13615943998609961
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 -2 -11 13 -13 -10
right_child=8 2 4 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.0049783183416712146 0.27735730349799909 0.11398398518370106 0.0062036286890798271 -0.02207839949238101 0.086850856551580577 0.03697933191880818 -0.049565075987971788 0.00088354411697593458 0.11809299624161365 0.06259439698384836 -0.028758810056836212 -0.175362482294533 -0.09279120682540018 -0.052389783012789376
leaf_weight=3904.7717955539265 6.5946207595989099 258.49016343912808 3846.9948397875414 119.86606258060783 164.8277347618714 823.46409399397089 935.01061431242852 17311.90812176092 5.0232335468754155 47.903111654799432 598.01898712478578 30.936801714939065 78.896276412764564 5.6898386850953102
leaf_count=46775 33 1934 36076 1485 845 5452 12343 114533 46 727 3181 34 330 27
internal_value=0 0.00164303 0.0148053 0.0708784 0.00951706 -0.000872076 -0.0135922 0.00252253 -0.0321083 -0.0189586 -0.0219838 -0.103288 -0.116049 0.0275476
internal_weight=0 27365.3 4390.18 378.356 4011.82 22975.2 4839.78 18135.4 773.063 652.517 645.922 120.546 109.833 10.7131
internal_count=223821 219443 40340 3419 36921 179103 59118 119985 4378 3941 3908 437 364 73
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=15
num_cat=0
split_feature=88 116 7 21 97 76 109 176 19 1 61 140 77 148
split_gain=104.776 104.145 103.242 102.143 132.629 115.268 92.9222 70.4317 50.1203 29.0218 26.7055 23.3327 19.1894 16.4092
threshold=6.7391251147440565 -0.0099158212682015617 1.050449558805902 0.023078029190176135 -0.0068792079827002433 -0.1461456665713888 -0.30787018941430117 0.08123933194579698 -0.3359637506251858 0.29856254393105308 -0.27336409125818645 -0.24708728805484129 -0.066242250172749581 0.24436015883027615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 5 -5 -3 7 -1 -2 13 -8 -10 -11 -4
right_child=2 3 9 4 -6 -7 10 -9 11 12 -12 -13 -14 -15
leaf_value=-0.045369524681412976 0.086650764341828335 -0.074633612373764729 -0.035279389981165116 0.017729487517235323 -0.001407003114174946 -0.0062215945071924187 0.034467613582665278 0.046252376988767142 -0.30510408218477325 0.10914278179798304 -0.065185863065463132 -0.1627689952394325 -0.10159053547093 -0.20302271879085321
leaf_weight=145.89042453342699 5.4563863462826694 342.42494824546156 30.407862050589756 5253.014959071239 11662.46206539491 877.23799002613669 28.450028479552202 197.46144222351722 23.013668864965439 22.040188206359748 490.89111905983555 23.054593647779257 5.3749010377796358 7.2155276389385099
leaf_count=6011 50 1817 631 32984 76317 4408 1589 896 39 282 98017 543 50 187
internal_value=0 0.000905653 -0.0941939 0.00252052 0.00453574 -0.0254285 -0.0330413 0.00732217 -0.19993 -0.0104276 -0.0597267 -0.233873 0.0678272 -0.0674497
internal_weight=0 18997.8 116.563 18135.1 16915.5 1219.66 862.693 343.352 51.5246 65.0385 519.341 46.0683 27.4151 37.6234
internal_count=223821 222039 1782 115526 109301 6225 106513 6907 632 1150 99606 582 332 818
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=15
num_cat=0
split_feature=151 129 190 1 73 20 74 167 1 139 145 74 61 55
split_gain=113.246 171.979 185.696 222.965 165.951 136.33 132.389 249.091 124.839 83.6893 75.9907 73.235 68.0082 60.9351
threshold=-0.046729887495440582 1.0223449167663241 -0.011504747019148257 -0.33476850204699865 0.1010746346586754 0.047405139540955689 -0.080244732115309095 -0.37151957614605974 -0.25743985846901724 0.33775468708221662 -0.32931773167476858 -0.012770038322317188 0.1192634794451856 -0.071864275323360524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 -8 11 13 -3 -12 -7
right_child=5 9 4 -5 -6 10 8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.050478627017425184 -0.056845526528909618 0.096974599158738573 0.024269613240320349 -0.020217420338234815 -0.0037492387645028831 0.028599332000658624 0.017068266122323591 0.045340382346609968 -0.023302225906864107 0.12715551544907422 -0.0084081708541532234 0.0073025372600017905 -0.04320110325275428 -0.089903188364452019
leaf_weight=498.87117573106661 297.63359753531404 137.30146505252924 4810.5354188691999 4218.591447215571 3770.9135739136254 51.132693809457123 1124.9296229503816 1201.6557468277169 2400.6362674345582 139.77683373307809 1514.4237549762911 270.51976592742722 893.10855678601365 286.64678301569074
leaf_count=4523 1225 1480 30489 34541 23667 222 6683 13246 35472 863 54392 1501 15070 447
internal_value=0 0.0054576 0.00319613 -0.0127413 0.0119574 -0.00962657 0.000164148 0.0250548 -0.0104209 0.0603794 -0.0275469 0.0374925 -0.0213151 -0.0719644
internal_weight=0 13846.5 13298.9 4717.46 8581.45 7770.17 5024.86 1499.29 3525.57 547.598 2745.31 407.821 2407.53 337.779
internal_count=223821 97064 93220 39064 54156 126757 56626 14471 42155 3844 70131 2981 69462 669
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=14
num_cat=0
split_feature=181 183 133 167 196 112 195 27 196 49 99 148 18
split_gain=173.339 170.782 313.231 302.026 242.004 145.905 114.81 104.852 94.7073 81.5236 109.596 78.4253 5.76336
threshold=-0.086884387670170996 1.9857385921114521 0.53760415764799296 0.10593178758021456 0.90849111325292975 0.75791861785605175 0.67475428066249521 1.5259211616554349 0.30539408388938777 -0.14809818083681578 0.52935018631136266 0.22155269190486235 0.73614742937243249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 -6 -4 9 -3 11 -11 -1 -9
right_child=1 4 6 -5 5 -7 -8 12 -10 10 -12 -13 -14
leaf_value=-0.083312776044635078 0.0067469637641829191 -0.098368077778974286 0.055700228607035079 -0.014415185138745058 -0.0053956450307619513 0.072399251906880999 -0.00017463884857477031 0.085461878331175217 -0.035058324555193685 -0.075979798222784126 0.036851463163277282 0.10841821395986886 0.17022457535745505
leaf_weight=33.63071363587369 23960.954564837972 274.67380973664694 1480.8992813716177 9385.9037768701819 2134.8058803647291 271.77554773492739 489.23563453182578 14.46884965803474 1690.7980195517302 663.81424365271232 98.914733719080687 58.346745705537614 18.002443887293339
leaf_count=3301 114493 714 6923 54171 3194 506 1478 34 2547 35608 445 395 12
internal_value=0 0.000771678 0.00307968 0.000790604 -0.0178721 0.00338974 0.041825 -0.0439217 -0.0439058 -0.0506225 -0.0613472 0.0383135 0.132455
internal_weight=0 39689 35317 33346.9 4372.05 2406.58 1970.13 887.178 1965.47 854.706 762.729 91.9775 32.4713
internal_count=223821 184026 177065 168664 6961 3700 8401 39795 3261 39749 36053 3696 46
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=15
num_cat=0
split_feature=117 168 173 171 90 87 169 2 87 117 81 16 99 138
split_gain=137.537 202.008 216.872 186.028 183.02 174.224 162.919 159.928 154.307 308.323 141.61 139.481 135.766 120.097
threshold=0.61886228710750857 8.2294550603946153 -0.048818319354023677 0.88213455935593854 0.0030019996957553392 0.0054253983802544292 0.13662672736561665 0.22242098702866536 0.2001393956482615 3.8623393839518969 0.09853429724797895 0.10724182726788677 0.051322162751357571 0.091012898154949326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 -5 11 -4 -1 10 -10 -7 13 -3 -2
right_child=5 3 6 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0038449319983378119 0.37961622674971091 0.011251245448391527 0.025223665407786547 -0.074868169605007251 0.0092391771246701278 0.0067222178022222027 -0.0015480519099729624 0.085430542034883705 -0.012806029528430749 0.04705880919736586 -0.012599625812174817 -0.079351984443425144 -0.07819867722290369 0.066324876237968108
leaf_weight=10040.983558346692 12.615812835982068 224.12316003674641 8366.9726039575762 301.50103815970942 1823.3772702125134 4693.4798166521359 3120.9993644846836 204.75096124707488 1951.6797247910872 1538.5234790239483 19773.533566391532 67.28454100433737 698.51234193716664 406.28131674823817
leaf_count=32870 113 2062 33060 11082 11150 37843 7446 2469 8482 5356 67539 825 2413 1111
internal_value=0 0.00513582 0.00851669 -0.0189753 -0.0026949 -0.0050551 0.0179504 -0.00206085 -0.00608718 0.0135831 -0.00889314 0.0542936 -0.0564698 0.0757602
internal_weight=0 24781.2 21733.7 3047.51 2124.88 28443.4 11488 10245.7 27957.2 3490.2 24467 486.182 922.636 418.897
internal_count=223821 102552 75845 26707 22232 121269 40506 35339 119220 13838 105382 2049 4475 1224
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=151 193 118 124 136 173 143 127 13 154 58 34 13 118
split_gain=82.6274 117.233 91.5079 254.398 354.189 97.1683 92.4185 88.0346 69.1908 63.877 61.2889 59.9772 34.9473 33.6553
threshold=-0.38590520279073565 -0.026580518460199685 -0.22836282915412451 -0.43675793960167808 0.46922810207231191 -0.20586981073730348 -0.0079830924779954304 0.53086945628838544 0.066998867434155437 -0.31520651628892721 -0.32929175225313562 -0.15059603689195278 -0.069135492665844539 0.16409833173505659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 11 -5 -7 -1 -10 12 -4 -3 -12
right_child=2 10 5 6 -6 7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.065223516905259779 0.21160787175836981 -0.023833681292783317 -0.01989736091985523 0.004906323868494422 2.4858862263519717 0.0036403560550014435 -0.051252350839631235 -0.021904641250882071 -0.038906858012154724 0.13256429181813986 -0.032677243154836368 0.083364571720594305 0.55211105868112087 -0.080491814070429518
leaf_weight=40.756439867152949 28.908263695426289 1.7620240920223293 73.95240773097612 457.95893079700181 0.70138997258618374 24288.86809657047 813.72673055111954 1428.4328686928493 29.57597240107134 81.843816893175244 317.81099779788929 234.94808456744067 2.6202010661363593 274.23100423561118
leaf_count=1080 820 60 859 6846 52 185723 8245 7207 624 480 3634 5225 18 2948
internal_value=0 -0.0320776 0.00159722 -0.0242817 0.265481 0.00289115 -0.0310285 0.00222149 0.046266 0.0870479 -0.0520668 0.0586431 0.320533 -0.0548247
internal_weight=0 748.6 27327.5 1301.3 29.6097 26026.2 1271.69 25717.3 152.176 111.42 596.424 308.9 4.38223 592.042
internal_count=223821 8844 214977 15963 872 199014 15091 192930 2184 1104 6660 6084 78 6582
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=195 195 188 116 21 121 157 180 44 35 83 16 145 27
split_gain=100.194 175.674 106.246 98.2491 63.3265 54.5796 54.1182 52.5983 59.6616 36.1341 33.696 26.6156 15.031 4.66513
threshold=0.15008793528703659 0.17208494560522256 1.594700752558327 -0.0099158212682015617 0.13535017078921449 0.10926187784336146 0.29651888797674469 31.168005354752346 0.61800525326563482 0.29236139860555793 0.59040053603003528 0.43123942361639361 0.48028350664852576 -0.068318806001815613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 5 9 -4 8 -2 -1 -7 13 -9 -6
right_child=1 2 6 -5 11 10 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.11494241951566053 -0.17044325338033395 -0.032704663941072278 -0.076267188924271687 0.0027063432085923729 0.038467612922833447 0.090234981185126031 0.098638472146790557 0.060419056881799486 0.03700213691457576 0.15406481483460457 0.22714991420566599 0.07459602688879069 -0.11200958320661643 -0.10418360007182988
leaf_weight=19.999556737308016 98.337264003275777 820.10350203931011 239.90807416800817 17566.113853428185 2.4834306839911724 161.99975749268197 19.098620555712841 19.466561452496538 16.139334284118377 6.654850514343706 20.218802318442613 13.359590085077796 6.8291384740732601 29.821577507238544
leaf_count=1144 1214 104794 4075 110483 38 768 57 366 146 37 39 84 11 565
internal_value=0 -0.000609339 0.000230915 0.00112686 0.0625543 0.0858762 -0.06337 -0.111901 -0.141197 -0.0477789 0.105427 -0.044122 0.0156384 -0.0932174
internal_weight=0 18786 18645.2 18386.2 254.538 208.873 259.007 140.772 114.477 26.6544 182.219 45.6646 26.2957 32.305
internal_count=223821 221146 219409 215277 2675 1988 4132 1737 1360 1181 807 687 377 603
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=173 46 146 154 178 106 66 178 157 124 95 109 145 108
split_gain=114.638 238.04 327.95 298.524 192.527 233.787 227.901 175.347 169.177 149.932 142.467 117.551 109.331 102.804
threshold=-0.060459755547611439 -0.010628350327742968 -0.13982091113146228 -0.18944019978897175 -0.087848285595515579 -0.16649108027540691 0.93158220649574319 -0.053884624388339054 -0.2691886585001389 0.041656479996130459 0.00076184447395385513 0.51926917098308734 -0.13696148405280076 1.9112849514536736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 7 6 -6 11 -3 -8 -5 -4 -1 -7 -2
right_child=1 3 10 9 5 12 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.049602474018550419 -0.05627413922241558 0.062681624026401692 0.039285911450727261 0.038394096553987456 -0.01974471137905931 0.091009643724293099 0.011515306802279841 -0.039380092136668182 -0.018927358609181544 0.0034432471004006123 -0.017896383030840058 -0.021006082612244983 0.010586323460255599 0.10067892231808334
leaf_weight=1298.2542432798946 2102.1063160389895 186.08518543717219 715.76269834832055 1923.689020552265 407.2142710852786 691.14229829510441 3362.5432486435166 1764.6658586721169 3993.4821433426259 3390.879522324205 1113.5604627683933 288.10769325995352 223.7640864346904 42.577199806575663
leaf_count=11630 5674 1194 16259 47653 1993 4125 17373 44211 25523 31241 12053 697 3978 217
internal_value=0 -0.00694984 -0.0266273 0.00381337 0.00766801 0.0432859 0.00240196 -0.0296443 -0.00501159 0.0160942 0.00447744 0.0367789 0.07134 -0.0531582
internal_weight=0 11239.3 3974.01 7265.32 10264.5 1322.12 8942.39 1950.75 7356.03 5314.57 1829.32 1586.36 914.906 2144.68
internal_count=223821 158502 34203 124299 65319 10096 55223 45405 42896 78894 28312 12327 8103 5891
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=169 143 157 73 139 120 106 103 115 66 67 80 97 73
split_gain=184.157 363.892 339.122 664.257 332.669 201.525 171.704 245.969 194.825 152.088 161.412 146.976 94.55 122.844
threshold=0.68428327545820145 0.30762435892830636 -0.13152278155664596 0.27668384233724164 -0.056948944874706878 0.18516359522344797 -0.36816161255030272 1.9226368977538184 0.3227565654217433 2.2097106357208607 9.2648302827758524 1.2189380681580866 0.022192843079225394 0.037555293566851694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 8 -8 -3 10 -7 -11 13 -2
right_child=5 6 4 -5 -6 9 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.04180893862160933 -0.091810717739892259 -0.1599503761835189 -0.013738884410152558 0.0035818443951643598 0.027383614013271902 -0.0023165308391798903 -0.025564789333115741 0.12168579205167916 0.01838359618407218 0.023405827651042561 -0.098562822117548618 -0.035636509881677832 0.067399199474769439 0.48046192098654877
leaf_weight=4139.1552365053067 5.4305170387087882 190.46631852164865 2689.1987701190665 14582.735937350371 7327.4782477187837 674.97500802046852 5200.5867040745579 115.96987600624561 90.304913803003728 4222.8281578313909 234.88420458883047 468.38221533223987 501.53649204294197 12.128617313574066
leaf_count=51552 133 98 70461 19331 43163 1461 23152 91 162 12462 255 728 729 43
internal_value=0 -0.00305102 0.00149227 -0.00645344 0.0163434 0.0157781 -0.0263778 -0.0223528 -0.102593 0.0102539 -0.0271629 0.0175109 0.0753848 0.303475
internal_weight=0 34335.9 28738.6 18721.9 10016.7 6120.17 5597.33 5316.56 280.771 5601.07 909.859 4691.21 519.096 17.5591
internal_count=223821 208010 184507 70883 113624 15811 23503 23243 260 14906 1716 13190 905 176
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=15
num_cat=0
split_feature=68 129 92 79 117 114 157 195 44 100 42 160 187 181
split_gain=136.431 138.879 276.191 228.254 150.979 182.24 147.515 97.5476 84.7397 143.81 70.0845 59.6083 26.5216 22.1731
threshold=-0.17678034568037579 1.0153701820172836 0.16152227460583604 -0.025652467512571889 0.14967380992533899 11.758215365727935 -0.015296587427053027 0.28370348239763837 -0.13722943632657572 0.40413060079314111 -0.057384344504321318 0.028475107044350998 -0.076100628930817635 0.017136762841522428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 12 9 -9 -4 -10 13 -1
right_child=1 4 10 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.062907707732855311 -0.058931771012204516 0.015238782687024992 -0.0097757918080948868 0.0071538015963556736 -0.0055103806315422678 -0.028819530143695357 0.010816929281567338 -0.056727049271618347 0.10202047055073096 0.056064155981033995 -0.072748460379231147 -0.089023782181453445 -0.099174270403206644 0.098198173136060468
leaf_weight=18.666999731212854 628.85691274443525 9770.6001404578565 219.42740361299366 3094.3881661773194 29569.851607913617 1038.6292399685481 6807.503368876176 156.15478815796087 279.88148449989967 409.43463383661583 908.31570870871656 17.344044299446978 60.366229020059109 15.751415571197866
leaf_count=335 26072 28945 502 19220 68143 6457 64135 2473 475 502 5935 256 365 6
internal_value=0 -0.00102795 -0.0171401 -0.00400807 0.00062845 0.0110053 -0.00245496 0.0370632 0.0476418 0.0249234 -0.0604957 0.0908724 -0.0592323 0.0108216
internal_weight=0 52037.6 4850.99 3723.25 47186.6 10809.2 36377.4 957.6 862.815 565.589 1127.74 297.226 94.7846 34.4184
internal_count=223821 219409 51729 45292 167680 35402 132278 4412 3706 2975 6437 731 706 341
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=15
num_cat=0
split_feature=8 167 180 106 158 139 57 8 187 112 93 23 157 44
split_gain=81.6439 97.1758 171.853 137.713 136.157 160.491 154.848 109.876 63.5578 91.258 152.816 66.1867 76.882 30.9914
threshold=0.48559422444853545 -0.059432905768237648 31.909638554216873 -0.053042874955224716 0.29779017830580978 0.21572982706842789 8.7682564257196631 -0.17554523632684835 -0.17870306925834725 -0.41342682255644225 0.015495733916286473 -0.022656618259516478 -0.027578336818769623 1.146267624215626
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 10 -2 13 -13 -10
right_child=8 4 7 -5 5 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.0061874835049903504 1.8534959505743012 0.0261035711429774 0.010452142798419444 0.071665166017164147 -0.0015506553536715029 -0.077826036135785426 0.0024414699115744851 -0.018135343815385879 -0.062407694554790519 0.069269760189033011 -0.081187514544248995 -0.036975860443743826 0.0008777410331713781 0.24774857006509984
leaf_weight=431.89999627054203 0.76952080521732458 5201.06382994866 1769.7648398360689 479.41747719011619 5542.8110333448276 290.30350028444082 5906.3283076707739 5594.6449532660627 327.53522293642163 52.143547134008259 0.86968616303056479 802.53952444845345 1618.8729562417138 3.2536714337766162
leaf_count=5412 17 35095 35826 4680 42841 511 33432 44219 2691 422 25 8839 9769 42
internal_value=0 0.00268559 -0.00619617 0.0347685 0.00702448 -0.00534674 0.0135213 -0.0112654 -0.0152961 0.0923654 0.827044 -0.0174 -0.0116682 -0.059357
internal_weight=0 25216.2 8275.73 911.317 16940.5 5833.11 11107.4 7364.41 2805.98 53.7828 1.63921 2752.2 2421.41 330.789
internal_count=223821 202016 90137 10092 111879 43352 68527 80045 21805 464 42 21341 18608 2733
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=15
num_cat=0
split_feature=118 167 82 29 1 191 103 107 140 34 143 148 154 158
split_gain=93.2801 110.551 160.963 149.488 143.991 187.83 136.061 135.669 81.3592 64.9071 79.0587 66.9026 35.1856 26.8247
threshold=-0.15083934627628734 0.16736354874500373 0.2210637347037657 -0.0024972644724827386 0.014031555764398544 0.89834943639291487 0.32780415925352685 -0.042567695978553428 0.33736334035242438 0.48492422759582865 4.3186196646613224 0.64730807380333277 -0.29165634378727223 0.055463338896219391
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 11 -11 -1 -10 -14
right_child=1 4 7 -5 6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.014279275287373321 -0.0077718095011421288 0.049165314214163557 -0.036028543974524312 -0.040405854035609701 0.0042271958092359851 -0.04866614990245912 -0.045043937856269388 0.024692024241017518 0.086830486481084421 0.056148206042173333 -0.42063005412791993 -0.22143885627478094 -0.089492035958855451 0.80512989230477339
leaf_weight=2223.3306912151183 4133.2327514109038 1256.2332127944828 462.58158139177795 2125.4899233709857 5505.2563820439973 232.58340516209137 623.99288399750367 1799.0533872883279 13.267568934374138 497.77830471843481 3.5023665092885485 12.106419824063776 99.681865104583267 0.33629344083601509
leaf_count=24874 62912 8524 20636 41879 35563 3377 1776 8344 110 8318 19 40 7414 35
internal_value=0 -0.00276607 -0.0105921 -0.0188545 0.00598693 0.0338821 -0.000788889 0.0122726 0.0168579 0.0202954 0.052817 0.0130027 -0.0661861 -0.086484
internal_weight=0 16138.4 8520.36 6258.72 7618.07 1488.82 6129.25 2261.63 2850 2736.72 501.281 2235.44 113.286 100.018
internal_count=223821 183011 133771 104791 49240 11901 37339 28980 40810 33251 8337 24914 7559 7449
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=156 0 85 172 195 129 158 73 92 28 61 13 13 195
split_gain=110.192 108.18 183.711 147.015 142.229 121.906 95.9596 65.6522 45.7193 29.1885 32.2027 27.0428 38.2483 25.7371
threshold=3.4156413103009196 2.1158245733434686 -0.040303415851910128 0.30707660420326183 0.61843421720561542 1.0157143535032245 -0.046271024893983263 -0.05171512937117418 -0.024149604286388578 -0.053483483123642296 -0.17196834897589766 -0.34116273898032107 -0.3862669793054419 1.4672463151273301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -4 -5 -3 9 -1 -2 -11 12 -9 -13
right_child=7 3 4 5 -6 -7 -8 11 -10 10 -12 13 -14 -15
leaf_value=0.080746329621085258 -0.042146603790526579 0.056304256241987871 -0.017754797607680641 0.028358472987586283 0.019837431114936785 -0.00033000686537608962 -0.01406011140702625 -0.039112650599956902 -0.025069398201050627 -0.58530294740994437 0.01675735018541331 -0.060236216680526637 0.12165606433273771 0.058622721818303872
leaf_weight=279.89803461416159 122.58740938089613 909.98137471196242 5844.5551085399202 1740.1022103409196 1215.8144343763706 9954.9123529583449 246.26358001178596 49.788696995470673 47.805886298883706 0.89084757928503577 324.45592606220453 593.56412971807003 21.056694652885199 18.794617455307161
leaf_count=2227 14309 6649 32346 20958 10028 64308 1558 166 199 19 19567 50881 134 472
internal_value=0 0.0017583 -0.00788406 0.0073016 -0.0112813 0.00393855 0.0413177 -0.0303137 0.0653098 -0.000560433 0.0151088 -0.0498211 0.00867109 -0.0565882
internal_weight=0 20239.3 7388.07 12851.3 7060.37 11695 1156.24 1131.14 327.704 447.934 325.347 683.204 70.8454 612.359
internal_count=223821 138273 44800 93473 42374 85266 8207 85548 2426 33895 19586 51653 300 51353
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=151 95 148 96 14 124 100 189 151 86 168 31 52 72
split_gain=177.452 368.999 270.577 250.897 248.215 357.661 371.919 345.553 146.765 135.382 122.175 117.975 88.5174 78.2943
threshold=-0.1588365850265385 0.029504814227167043 0.73116551760645421 -0.008809527130970175 -0.52576074277365314 0.50950890374500923 0.14128012188376401 30.500000000000004 -0.073045092999223946 -0.1555541491308825 3.6037944913000923 0.22027655376650465 1.1066497579210548 0.84624915911376497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 11 6 -6 -7 9 -2 -4 13 -10 -1
right_child=1 2 10 -5 5 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.079472830151757004 0.27742893158388698 0.045109473645811804 -0.067775301011296918 -0.0059951674415422498 0.022919191689716362 -0.07230165386322579 -0.016883674753968202 0.051441469647112485 -0.071077468267443253 -0.013166216678532409 0.05645542625776892 0.10031592145546815 0.086420729336846844 -0.28643343339732624
leaf_weight=301.13678980892291 16.547440502035897 1001.5515073682036 85.85924172680825 23536.444160130166 4493.8852302655578 245.37351175551885 4915.2952949741302 2810.2185810540395 1251.1194036971065 514.59139112987759 1015.0392799254041 35.407498316315468 36.731973242858658 19.46033423487097
leaf_count=767 415 4803 106 52607 40657 341 12237 5016 85073 17941 1731 114 2001 12
internal_value=0 -0.00482108 -0.00173331 -0.00390926 0.00942802 0.0117795 0.00212643 0.0415045 -0.0483436 -0.00411283 0.0467667 -0.0729045 -0.0665853 -0.0920354
internal_weight=0 27457.9 25638.9 24538 12820.8 12464.8 9409.18 3055.59 1818.99 531.139 1100.9 356.005 1287.85 320.597
internal_count=223821 164677 59247 57410 59144 58251 52894 5357 105430 18356 1837 893 87074 779
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=15
num_cat=0
split_feature=152 131 19 76 31 87 163 34 124 140 178 172 126 168
split_gain=129.432 184.893 171.722 174.661 238.441 202.544 133.213 130.115 122.052 151.437 104.601 85.2621 107.551 48.5763
threshold=-0.32739884012449977 -0.15308727919259987 0.55052905951537867 1.1698677047535997 -0.002811701391007749 0.054840517693403722 -0.4164627685148366 0.40553555194016644 -0.1937315990515131 -0.29256566579613602 -0.41317731744424019 0.49396604301895614 0.92665454281696891 3.206744749936449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 10 -8 -1 -10 -3 13 -13 -4
right_child=2 6 11 4 -6 -7 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.091087113392599006 0.0025251093527620732 0.061846454778618637 -0.027892695166658155 0.038982205960467975 -0.014572176949005956 -0.011605088273563378 0.018155356434520813 -0.04810911308715328 0.23868415059934356 0.056033561130721991 -0.06705410184909788 -0.057768809487405683 0.016688042508771161 -0.11339408330878598
leaf_weight=51.946113537531346 26633.273984318774 75.754541818867438 97.658672100980766 2343.0937671912834 1288.5628222855739 16385.236762452405 3417.4045631167246 324.45690207905136 48.325358153320849 748.11728141154163 372.57274478382897 424.89690992570831 357.0041032875888 207.91163583775051
leaf_count=1480 150137 239 1073 3173 2001 37408 7105 1118 77 1413 2657 11378 2786 1776
internal_value=0 0.0148574 -0.00199479 -0.00107906 0.0199804 -0.00285691 0.00623778 0.0124096 0.0574295 0.0671162 -0.0452736 -0.0412774 -0.0237729 -0.0860683
internal_weight=0 5038.58 47737.6 46650.2 3631.66 43018.5 4190.19 3741.86 848.389 796.443 448.327 1087.47 781.901 305.57
internal_count=223821 14089 209732 192719 5174 187545 11119 8223 2970 1490 2896 17013 14164 2849
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=15
num_cat=0
split_feature=77 112 92 178 168 28 2 56 191 10 151 151 99 83
split_gain=80.8276 82.7633 96.7945 161.092 123.473 66.5876 66.9639 52.1456 60.83 212.343 42.459 39.9891 88.2082 25.2013
threshold=-0.35914641964089722 0.46662052146329452 0.3105509104523963 -0.039004182762506674 4.0183201712779075 -0.031562387929452193 0.20346061323387324 0.75260940109073104 0.18567892503536051 0.13792719474398149 -0.15626910302649122 0.56313118834928211 0.043575345906099731 -0.40570502061645236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -3 -7 11 10 -10 -9 13 -13 -1
right_child=1 5 3 -5 -6 6 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.30192154355009476 -0.016653077211249149 0.078037350531176608 0.088165202335967502 0.012171455206915156 0.0040919931602370688 -0.012243062704706343 -0.06220862300293864 0.48583948429778795 1.414591940849681 -0.0029469703092919737 -0.060721118770755679 -0.082494997378470603 1.0078434361893391 -0.076646565938910963
leaf_weight=1.7721461774781335 3391.4011509744087 73.833299716949114 310.07330096000805 2778.6575061058975 18629.100805555776 2207.4814705565077 305.32402684027329 1.5868501262739307 1.46275861468166 3.8071153522469103 13.625873542390764 2.2762739360332485 1.1007765028625724 227.87725720135495
leaf_count=11 43562 1611 2635 15571 137438 20670 550 61 22 72 357 32 24 1205
internal_value=0 0.00146782 0.00322236 0.0198004 0.000897023 -0.015564 -0.0183142 -0.0552555 0.0977202 0.390519 -0.00370899 -0.0687018 0.27291 -0.0737253
internal_weight=0 27695.9 25109.2 3088.73 22020.5 2586.64 2512.81 253.509 20.4826 5.26987 15.2127 233.026 3.37705 229.649
internal_count=223821 222037 199206 18206 181000 22831 21220 1784 512 94 418 1272 56 1216
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=88 151 155 76 8 180 86 7 1 101 44 65 140 125
split_gain=92.3137 98.0544 107.427 98.2722 92.4417 88.2804 81.7244 79.7531 25.1666 31.0788 22.5034 17.7637 15.7391 11.5871
threshold=6.7391251147440565 -0.27316904713567131 -0.30116407111242971 0.80275816437073944 0.81762182647270587 35.846720214190107 -0.20858880666035143 1.050449558805902 0.29856254393105308 1.1719494884930899 0.73901523450036966 -0.019775689582195877 -0.21756691874934786 -0.3884372642802072
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 10 9 -9 12 -10 -2 -5
right_child=7 3 6 13 -6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.035770829626811211 -0.23156839923991102 0.013900699918114007 -0.18309039700984714 -0.2817395196566056 -0.05977520407410554 -0.0013506622471490331 -0.034505638460074949 -0.081112742302861474 -0.24207905407125893 0.45619669055832057 0.074334296848988526 0.088744540801515781 -0.1072897061143034 -0.069552759952932475
leaf_weight=437.2961828963962 35.458215393126011 5754.1149005657608 38.283856183290482 2.6140653640031806 131.77525795157999 11148.939200664179 1118.8093148801017 35.296398055979807 1.7450278103351617 1.1103671045275394 3.2862081229686728 23.22518734051846 14.299885384927618 166.19051199236856
leaf_count=3467 55 62467 164 2 580 123681 21755 770 7 48 44 325 533 9923
internal_value=0 0.000786423 -0.0219267 0.00308298 0.013646 0.00384119 -0.0394217 -0.0893079 -0.0116944 -0.0647254 -0.179114 0.0656251 -0.195852 -0.0728386
internal_weight=0 18798 1726.16 17071.9 569.071 16903.1 1157.09 114.421 61.377 36.4068 53.0443 24.9702 49.7581 168.805
internal_count=223821 222039 25966 196073 4047 186148 21919 1782 1150 818 632 332 588 9925
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=157 5 116 50 116 68 19 87 82 197 19 73 149 104
split_gain=103.705 111.208 178.455 159.687 137.474 205.002 96.7849 93.4453 50.0159 23.2498 20.3676 28.528 26.3681 12.3467
threshold=0.059421356971489675 0.47986726644349825 0.38386320615896546 3.2086214274484646 0.078475083744461882 -0.022442226948074868 -0.16387685767872029 0.036006404967124435 -0.15036336830851049 -0.13037021095054047 -0.26018942218849062 -0.13248525569858921 -0.014677428585012803 -0.061443873045254067
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 10 -10 11 -2 -12 -11
right_child=8 2 7 -5 6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.0032673191534891861 0.061885340037142668 0.1004410124881881 0.043626245504636146 -0.085978618995597292 -0.045268102526100321 0.022151620398643948 -0.0052913940148365101 -0.040122419866655518 0.16154274522073198 -0.032211713379309267 -0.045908067512510614 0.66468412453762848 0.033534301300850243 -0.063690507680184319
leaf_weight=12811.244442821044 34.607848078827374 410.73739543778356 230.30114609602606 51.738249182933941 1047.6759601079975 4217.227469811769 1435.2700073335727 316.08773376175668 5.0892465375945894 187.18672853277531 87.362865436822176 0.80332563488627684 80.076616896229098 372.65117194032064
leaf_count=61585 1046 2178 3417 74 8525 23174 17464 7716 385 30793 5003 206 4861 57394
internal_value=0 0.0014966 0.0338712 0.0795858 -0.000177377 0.00302787 -0.0221595 -0.00482263 -0.0359368 -0.0512311 0.00665677 0.0755602 -0.00791538 -0.0531653
internal_weight=0 20520.3 1008.86 462.476 19511.4 17028.5 2482.95 546.389 767.778 564.927 202.851 35.4112 167.439 559.838
internal_count=223821 124133 13385 2252 110748 84759 25989 11133 99688 88572 11116 1252 9864 88187
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=115 170 1 68 70 118 79 80 65 118 16 67 194 153
split_gain=162.333 189.929 279.482 346.723 261.147 168.614 231.607 168.352 53.9018 45.6793 89.0676 31.8648 15.5347 5.80624
threshold=-0.19478315630084328 -0.16197278444054616 -0.3452452963595255 -0.085808969267990018 0.40699207225762279 0.79866573673483077 2.129292316078303 2.9627771708214663 0.78639371583725104 0.4914459193669693 0.31709194768041626 -0.16241333613055667 2.2096891653133115 0.037146835495169166
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 12 -11 13 -1 -10
right_child=1 5 4 -5 -6 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.090802255376507601 0.03964030212779962 -0.0045916018340512663 -0.02700074141505128 0.32880151503836419 0.09730478239993802 0.021639688526215606 0.043462841376284547 -0.066656220039088568 0.14359195646511497 -0.043393885628361717 0.26638862932875768 -0.11669030908577815 0.049198912318849652 0.058864639460457717
leaf_weight=322.36482723619702 98.647820668520581 33093.256584533301 458.54138195482665 71.538434636269812 267.65984476660378 4366.2179535704781 1034.3088559657335 227.17811010032892 12.985060179606078 77.558325192323537 10.542880706809227 9.4260720788734016 8.1255314023001102 21.447043338615913
leaf_count=16824 855 184855 9146 98 373 8419 1316 256 8 1344 223 38 17 49
internal_value=0 0.000339238 0.0458462 0.16119 0.0188152 -0.000714246 -0.00313521 0.0172728 -0.0592532 -0.0703042 -0.00632288 0.0462192 -0.0873601 0.0908171
internal_weight=0 39617.3 896.387 170.186 726.201 38721 34127.6 4593.4 462.45 418.592 88.1012 43.8582 330.49 34.4321
internal_count=223821 205318 10472 953 9519 194846 186171 8675 18503 18408 1567 95 16841 57
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=14
num_cat=0
split_feature=16 52 55 182 56 50 194 185 29 118 34 145 169
split_gain=134.699 271.849 202.274 146.343 142.602 170.176 153.983 361.212 334.32 132.542 117.395 66.4934 3.32025
threshold=-0.49239385868530189 -0.07804552391693341 -0.13666943238616377 0.35853468037391129 -0.20057176653838657 -0.059952416775625635 -0.00030334663449294621 -0.0015743953397944115 0.0013795839062379349 9.9882129736265295 -0.074285652154716109 -0.2087245721194089 -0.21679592609713447
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 10 8 -8 -6 11 -2 -3 -1
right_child=4 9 3 -5 6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.04660552866569026 0.013487676803731375 -0.20711235155315416 0.097482630151488101 -0.076836949555341552 -0.035063477124197787 0.42786266720331406 0.041791992861067828 0.000194521100849154 0.0023625630399781335 0.19289053571140566 0.10518865518237984 -0.087025433238104355 -0.10211569671721277
leaf_weight=12.114949372597037 513.83798338950146 52.044074578676373 241.26790050370619 60.169683739542961 3747.3091657571786 11.400722184218465 2207.1704218215309 38504.014755212702 6574.0099129566224 15.910893138498066 191.68322305858601 404.33769598254003 97.436357939150184
leaf_count=198 1861 143 373 272 73488 21 10610 97047 33521 11 1084 4382 810
internal_value=0 -0.0390768 0.0203942 0.0626869 0.00030611 0.0445953 -0.000316079 0.00244974 -0.0112255 -0.0908284 0.0384019 -0.10072 -0.095977
internal_weight=0 883.282 410.989 301.438 51749.4 716.922 51032.5 40711.2 10321.3 472.293 705.521 456.382 109.551
internal_count=223821 6189 1653 645 217632 2966 214666 107657 107009 4536 2945 4525 1008
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=20 20 49 82 95 139 30 121 175 60 106 188 95 28
split_gain=90.3212 94.791 117.55 97.1398 81.9568 147.95 141.596 67.8345 31.4319 40.9042 25.8042 24.0136 17.2038 6.68574
threshold=1.0733228443429428 0.34418492187263078 -0.031319388511030125 0.37270226826247876 0.17355354184358338 -0.10722990700961262 18.594579184136752 0.43164013561058817 1.168346663381798 0.085151091571421852 0.29776288670136614 0.038853821695113692 0.27770599411977837 0.13118361483737268
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 10 -10 11 -2 -11 -12
right_child=8 2 3 -5 6 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=0.0053998267889163393 0.085239322058265579 0.047653057829889142 0.013771517538536683 -0.033201360497048145 0.025853985505195187 -0.012653220395511046 -0.0058529566685147742 -0.021974964411291667 -0.29930804230531038 -0.10225578927227358 -0.077558157420790363 -0.046202877547654828 0.0045180706321053714 -0.20417713573501162
leaf_weight=8481.9538480199408 26.523265360388905 1201.6647130055935 1917.2722336268052 571.47985130047891 2735.9158446726651 9766.6832073231926 2902.8544545761542 158.36011017533019 9.5772735923528654 84.86521437834017 12.955145248677583 29.202004895661958 18.35373646277003 6.1496838331222525
leaf_count=60470 996 21170 12125 2046 19553 85977 20193 535 23 176 56 282 216 3
internal_value=0 0.00134042 0.0159045 0.00298537 -0.00100617 -0.00426218 0.00953116 0.0395456 -0.0682761 -0.101613 -0.0180247 0.016359 -0.0832699 -0.118316
internal_weight=0 27736.2 3848.78 2488.75 23887.4 18248.6 5638.77 1360.02 187.626 112.796 74.8301 55.7253 103.219 19.1048
internal_count=223821 222069 35876 14171 186193 146447 39746 21705 1752 415 1337 1278 392 59
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=127 195 192 0 155 180 156 180 10 26 62 155 61 164
split_gain=100.598 97.2008 204.29 158.574 145.614 144.721 151.655 87.1957 81.0231 83.525 134.238 69.5683 57.6114 42.4028
threshold=0.56902897518086737 0.31079811995949053 18.334970917049485 8.7642722778621867 -0.21768820515842577 33.264390896921022 5.5120840824483492 27.972556894243645 0.14904447315054392 -0.04555243924547156 0.014118078040098717 -0.45492914342064045 0.069216015546283177 0.34526283137917707
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 13 -10
right_child=8 2 4 -5 -6 6 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.081025965468486505 0.070598805406336659 0.029545313269160822 0.010466350681324923 -0.00038390325624177411 -0.025317045667560024 -0.029660028552287894 0.0098777586732103784 0.021783967294086003 -0.14213578884744077 0.19851336092202068 0.68562283230108756 -0.028031595680890753 -0.041414372277992079 0.094743401539514577
leaf_weight=86.941747863844284 21.541478988991006 4341.1053012698594 2035.7778264942972 2989.2970131438451 2576.4297910058103 3190.6431125800482 1393.9884882884871 1612.7255326504073 113.7749148652365 14.297047105443196 4.2488673429070323 261.19716222935676 230.84610931843054 8.0944752965006028
leaf_count=896 1136 64171 9801 26263 45030 40958 11722 17982 336 47 84 4149 1202 44
internal_value=0 0.00166859 0.00696592 0.0173403 -0.00952265 -0.0083984 -0.0176383 0.016525 -0.0382487 -0.000164944 0.171922 -0.0162748 -0.0707792 -0.126402
internal_weight=0 18226.9 11942.6 7330.4 4612.21 6284.3 4584.63 1699.67 654 301.285 25.7903 275.494 352.715 121.869
internal_count=223821 216823 145265 90434 54831 71558 52680 18878 6998 5416 1220 4196 1582 380
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=15
num_cat=0
split_feature=44 38 115 115 52 21 108 106 106 104 106 34 38 79
split_gain=107.193 169.467 202.426 180.741 152.983 148.945 148.568 114.368 125.377 106.796 105.478 136.907 105.796 37.8157
threshold=-0.12613775151830398 -0.083887009663765957 -0.22602437259965591 -0.15581550337471736 -0.0200041701834912 0.08813914322489709 1.9851767311595288 -0.43116639534363271 -0.064095475238795552 -0.070098267764203387 -0.21430599688707527 -0.02591402858957197 -0.079563177312612046 -0.036866517487685956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 6 -5 7 -3 -1 -9 -4 12 -12 -7 -2
right_child=1 3 9 4 -6 10 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.059537392501883647 -0.1505130833447357 0.038359846501676904 0.047071471775109786 -0.014152741466089365 0.0058542889464104223 0.019060976288990936 -0.076051067162953206 0.080336837182990076 0.010202688859158225 -0.06877276348843385 0.041651759655323931 -0.026801053580022539 -0.062120033301727995 0.094123309527998911
leaf_weight=95.84169667866081 6.6926815837505265 1611.0609157522995 87.969214116761577 7366.2770519371115 7943.0452547624591 258.30192280255142 122.10052537496085 688.91731787892058 404.5890440857911 834.5098876425327 821.94635764839768 453.31266991891607 424.11353621890885 113.09019729422289
leaf_count=121 391 12978 1097 50450 130730 1411 175 7805 5137 3724 5309 2056 1113 1324
internal_value=0 -0.00270126 -0.0418452 -0.000307347 -0.00377235 0.017296 0.0302996 0.0452073 0.0543877 -0.0577257 0.000339073 0.017319 -0.0313921 0.0804546
internal_weight=0 18084.7 1042.26 17042.5 15309.3 3147.02 1733.16 1189.35 1093.51 922.479 1957.67 1275.26 682.415 119.783
internal_count=223821 200869 6536 194333 181180 22952 13153 13063 12942 4821 9889 7365 2524 1715
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=15
num_cat=0
split_feature=129 118 163 196 63 177 11 16 4 32 66 63 11 119
split_gain=160.285 191.929 325.793 257.755 241.494 156.929 388.729 234.313 134.584 183.904 154.731 142.236 137.495 122.586
threshold=1.0210854289350257 -0.10607814299535902 -0.33920338478474649 0.11115371126687877 0.54129870043640871 -0.094203710203121516 -0.38191920614335878 -0.26815836718639868 -0.050982084007211013 0.00099205270952200278 3.5505155726836981 3.3176139035675978 -0.39715765614222792 -0.17679815776554594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 13 12 -12 -10 -2
right_child=8 5 4 -5 -6 6 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.013691054959351632 -0.079889332286431955 0.03118355813141482 -0.03116831712581887 0.11382306035182761 0.046505935352543826 0.14905117658263722 0.0066813752687745866 -0.024878382669414723 0.10178154056463584 -0.069694042833360878 -0.0053537885885382224 -0.38163345361849671 -0.055199218934791586 0.10497921682478106
leaf_weight=307.91158501370228 41.980634750216268 952.25132837755518 4456.9418381629584 326.73625642072875 439.76447956822813 193.2150244954064 25884.831778033291 3434.0628989096003 57.948114355662256 118.99763502822316 1973.8414022010984 10.097265087068079 1501.4740523287037 246.36201560206246
leaf_count=5379 358 6971 48792 1214 2597 1348 115971 28981 334 730 5430 22 3738 1956
internal_value=0 0.00168122 -0.0154554 0.0519571 -0.0241925 0.00479268 0.00773621 -0.0127076 -0.0195377 0.0348987 -0.0257956 -0.00726887 -0.0493658 0.0780637
internal_weight=0 35995.7 5531.35 634.648 4896.71 30464.4 26078 4386.31 3950.7 407.34 3543.36 1983.94 1559.42 288.343
internal_count=223821 211253 57982 6593 51389 153271 117319 35952 12568 3044 9524 5452 4072 2314
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=15
num_cat=0
split_feature=182 193 123 106 142 169 20 1 121 43 6 19 133 123
split_gain=136.06 187.563 194.544 168.426 198.803 201.165 190.066 164.782 252.776 153.378 142.072 135.401 153.957 98.8534
threshold=1.3202803922547044 1.1314695132680537 1528.5000000000002 -0.43116639534363271 -0.099288286468770484 -0.071687084530649883 0.072391042342254533 -0.36941597805254012 0.44228954549991339 34.351390717201184 0.6574938061733574 0.15449833252938991 0.20289081574000481 1437.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 11 6 -6 -5 10 -9 -2 -3 12 -1 -13
right_child=1 7 -4 4 5 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.056239657806139869 0.039501130902417032 -0.075412681234691123 -0.075247076913509334 -0.013017768134263367 0.0089027026856212596 -0.0060910101747229869 -0.10366195130505265 0.045398748199846128 -0.020766071841152405 0.21747100257329102 0.050120279931640123 0.092820608553054074 -0.059934690442032292 -0.045957476510596833
leaf_weight=237.87750647962093 2128.3642018251121 453.96711312048137 147.16352356225252 607.74129053240176 12280.238821350795 32977.946367782803 373.48603477200959 1069.1588237639517 1255.3901641461998 49.552585296332836 112.49703534599394 430.0941754207015 219.17482382897288 58.282958588562906
leaf_count=183 1487 488 212 3657 55414 153958 3955 848 1797 74 372 364 727 285
internal_value=0 0.0148862 0.0360312 -0.00213383 -0.00298813 -0.00202265 -0.0475198 -0.00211951 0.00966594 0.0435504 -0.0504824 0.0396487 0.000529424 0.0762588
internal_weight=0 5216.09 2325.08 47184.8 46239.4 45258.2 981.227 2891.01 2324.55 2177.92 566.464 945.429 457.052 488.377
internal_count=223821 5278 1773 218543 216984 209372 7612 3505 2645 1561 860 1559 910 649
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=13
num_cat=0
split_feature=157 57 195 182 105 118 195 192 69 87 15 129
split_gain=81.1901 84.0549 112.232 155.544 105.289 84.2231 104.826 97.346 2.87162 2.26492 14.5142 2.41222
threshold=-0.49176382482268366 4.871651285704746 0.43989775000682324 -0.076505345889104986 6.1262714837447136 -0.16646196166256602 0.17208494560522256 15.072144990378559 0.007196614108461989 0.012435838693209961 1.0385293591752758 1.0093717964324578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 -1 10 -10 -11
right_child=1 5 3 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=0.043293845677747592 -0.0055106554982269143 -0.058849632548404911 0.10872203273295078 0.021500752824767766 0.033466624907301526 0.050555723045770232 -0.00038176551120136233 -0.0089711689432485833 0.50542230501963503 0.023011592869464373 -0.08098387129743316 -0.077873659817779273
leaf_weight=2.1060178751358754 3099.2752077514888 490.6684414978663 239.90498926059809 1383.8613438757893 892.64810634861351 412.67031254799804 19251.438827788224 1931.7946111028432 0.49737391236703787 2.4104501271503969 2.7882415367494104 141.47539994493854
leaf_count=26 30105 3554 2677 12523 7111 3245 134097 21611 26 128 488 8230
internal_value=0 0.00129733 0.0122215 0.0343873 0.00320519 -0.00148021 0.000687207 -0.019074 -0.0726498 -0.074309 0.00778584 -0.0761836
internal_weight=0 27702.3 5615.69 1623.77 3991.92 22086.6 19664.1 2422.46 149.277 147.171 3.28562 143.886
internal_count=223821 214923 52416 15200 37216 162507 137342 25165 8898 8872 514 8358
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=163 92 104 166 71 71 95 105 166 29 105 78 101 113
split_gain=89.0652 94.5426 99.8643 140.43 117.907 75.1929 94.8092 49.5724 26.9444 9.00736 15.3267 13.18 1.14405 3.1948
threshold=-0.23791351445545275 -0.037701253645872089 -0.051246328122889047 0.19405071562425183 -0.095998184986305898 -0.10979538469349311 -0.05567799031924494 7.0599928205313942 -0.14821249920445709 -0.11820980100084326 55.73806727090362 0.013064529425640644 -0.066857309868927725 -0.28067560355536564
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 10 -1 -11 -10 -14
right_child=1 2 4 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.13113459770902192 0.017432368564232258 -0.03135401123452751 -0.056751012865653309 0.0039101799832217321 0.005013718293028803 0.0042420153146077366 -0.065333889089244243 0.046797710015135552 0.09462415851155373 0.041440842538726569 -0.68495161442002017 -0.07847799218468629 0.10156896425429036 -0.13068928698397902
leaf_weight=16.206230331457849 499.47222146802233 2299.6490627654384 317.41583973309025 2218.811519853989 11757.652268450453 378.91618440734601 191.45385395930498 986.08748377988741 9.1599002764560264 9.7743219315943843 0.5156075656414022 147.05788181140906 1.6729722023010247 0.9167986396814739
leaf_count=2943 5106 25400 1954 15332 111296 9591 1865 7941 38 1233 4 41047 3 68
internal_value=0 0.00115077 -0.00135543 -0.0140374 0.00339012 0.0213784 -0.00550195 0.0349845 -0.0685214 -0.0784431 -0.148211 -0.0710042 0.0780323 0.0193478
internal_weight=0 18649.5 16593.5 4518.46 12075.1 2055.93 690.926 1365 185.304 173.554 16.7218 156.832 11.7497 2.58977
internal_count=223821 178485 153982 40732 113250 24503 6971 17532 45336 45227 2947 42280 109 71
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=0
split_feature=155 32 2 151 67 10 106 133 2 113 128 73 20 85
split_gain=101.909 212.994 264.294 170.812 146.366 160.921 227.167 143.611 123.543 106.349 87.3815 75.8054 68.0117 87.4566
threshold=-0.026147726523467158 -0.0017343258450805248 -0.21208821660964947 -0.21481185559618557 1.4318927958934748 -0.36723936300414323 -0.0497238829595276 0.050175126088991197 -0.1640707640932558 0.040820598603442788 -0.47025856840931146 0.65403655925387305 -0.098182648086874408 0.025579657193540096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 11 10 5 6 -1 -5 -7 -4 -2 -3 13 -6
right_child=1 2 9 7 12 8 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0082995945306376905 -0.093736621400682507 0.088015401506725155 0.044858110886166751 0.020845184824117499 0.12605290467663233 -0.025337038599424041 0.083628723643501726 -0.014053582705106671 -0.0003730912031767515 -0.0092452945574594114 0.031986175134936949 -0.01485648704014603 0.14286220559082483 -0.020021798781410586
leaf_weight=737.28336793172639 57.183670091268141 756.13145569630433 548.86671308620134 1469.532486013748 63.77604356710799 4611.2782297952217 423.05371689144522 5967.1351917882857 3477.317853042754 1074.7012113696546 1663.2443218789995 79.128153342171572 80.57477257726714 114.70108082285151
leaf_count=3664 194 4650 8988 24706 1031 19015 4039 62699 72694 6950 11672 1249 1020 1250
internal_value=0 0.00642863 0.0325606 -0.000588214 -0.00753256 -0.00960902 0.0252171 -0.00715737 -0.0146049 0.00904501 0.0278074 0.0782699 0.0666033 0.0321757
internal_weight=0 11615.9 2458.83 9157.1 9507.99 9248.93 1160.34 7436.67 8088.6 1623.57 1720.43 835.26 259.052 178.477
internal_count=223821 121108 21837 99271 102713 99412 7703 87405 91709 15938 11866 5899 3301 2281
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=15
num_cat=0
split_feature=90 92 103 27 2 137 146 68 87 147 44 112 62 127
split_gain=157.84 314.986 251.955 418.757 297.377 276.117 287.523 260.361 179.671 295.608 164.251 201.02 150.661 140.44
threshold=1.3270888681175197 1.2206301580757739 0.44271936092435676 0.43124795984059333 -0.18852080340756053 0.31518849995520065 0.04415114781962353 -0.067927173331901056 0.24961705132756595 -0.79871985836527282 0.021928759108834652 0.10415740369945679 3.3161677154796867 0.78554943971214775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 7 -7 -4 -2 -10 13 -12 -5 -3
right_child=1 10 5 12 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.024168310083394335 -0.039982356475714374 -0.038675468119961039 -0.032174923606096133 -0.04175528571867243 0.007735881892006401 0.051547974076837956 0.0096310811816863514 0.009720095900842423 -0.46604040366184196 -0.096762984814739841 -0.040275303539762108 0.029835390228279319 0.076057276894751169 -0.30890342259541659
leaf_weight=3707.8895207672613 1343.5767237924156 493.37365276785567 1982.8613067575061 3207.9942559782066 13776.099856781599 2760.5243816836737 4018.6496040662751 5888.6941266418435 24.196025691926479 208.26759151928127 534.15379338897765 1744.6911980211735 112.34854860370979 20.012291289865971
leaf_count=35569 1411 720 2896 7710 149984 3923 8385 9032 32 463 644 2867 175 10
internal_value=0 -0.0182844 0.00186136 -0.00521281 0.000969851 0.0119068 0.0266999 -0.000833347 -0.0540267 -0.135199 0.00188989 0.0134017 -0.0377689 -0.0492092
internal_weight=0 4368.27 35455.1 20804.3 17484 14650.7 6779.17 7871.56 1576.04 232.464 2792.23 2278.84 3320.34 513.386
internal_count=223821 6147 217674 193438 185553 24236 12308 11928 1906 495 4241 3511 7885 730
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=15
num_cat=0
split_feature=129 128 127 131 178 120 19 181 152 73 113 107 41 64
split_gain=125.683 384.886 290.219 258.189 410.241 321.43 278.613 295.446 219.067 258.046 248.259 194.162 181.526 45.2419
threshold=1.0173703377421013 0.036576547197705096 -0.47744966221622759 0.25918646617308932 -0.12825315631983178 0.20297944757339473 -0.41882644753949355 0.15494532709115599 -0.16626259893384338 0.51057692056032267 0.4894043394924113 -0.15984658946056038 -0.096839159147070114 -0.01219506593663037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 12 -6 -5 -8 9 -3 -10 -4 -1 -2
right_child=1 8 11 6 5 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.043421395745001166 0.17116081366156932 -0.001653599446025874 0.060067739459740338 -0.10679786872942683 0.022990196400473398 -0.024131715625711453 0.047092894938317052 -0.0021801499078389127 -0.0058417783952831549 -0.043575570694501381 0.020967687256854523 0.019433470021008405 0.020933315025725239 -0.09003327068341771
leaf_weight=487.26071671803948 6.8274047127924851 3722.2533293349552 1590.3414519170765 183.21368904947303 1624.2122566328617 13310.655087633291 2116.8324815190863 2862.4867679923773 9136.9221988708014 2424.7841497447807 5553.4059011598583 4512.6448586026672 4362.641341203358 231.16024996060878
leaf_count=5048 31 12649 1836 444 4388 112913 5582 4995 30111 3404 7693 17089 17215 423
internal_value=0 0.00422508 0.0257975 -0.00560464 -0.0108013 -0.0190071 0.0143109 0.018767 -0.00233956 -0.0181903 0.00429304 0.0300221 0.0144677 -0.0825401
internal_weight=0 27178.3 6340.97 24947.3 19784.8 14934.9 5162.53 4979.32 20837.4 6147.04 14690.3 6102.99 4849.9 237.988
internal_count=223821 73236 19379 150585 139564 117301 11021 10577 53857 16053 37804 18925 22263 454
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=20 20 109 113 185 92 44 52 134 63 89 29 147 136
split_gain=79.5402 89.2782 96.2388 138.238 73.0826 74.2539 70.1718 41.53 37.1423 43.9015 35.7558 30.9752 10.2836 1.38212
threshold=0.97135989787038857 0.36527077286485959 0.38391601178626228 -0.10436058206721287 2.1250261550606053 0.20581693513743629 0.076944174245873451 -0.040491833337767541 -0.010362111539360412 0.008195396206977049 0.3098354984533524 -0.19618769270371325 0.92767355014610253 -0.10288976099217237
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 11 -10 -11 13 -13 -2
right_child=8 2 6 -5 7 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.003089410893481363 -0.074056469178642531 -0.0013960157479622156 0.0026316140035438701 0.043501393485719894 0.07688944293520894 0.010624985385713858 -0.074911670584974416 -0.078968814978143897 -0.62898824686732446 -0.087157815962794649 0.018330792816362591 0.092867063855869431 -0.13822955736690776 -0.15162621352297662
leaf_weight=19048.189624046005 3.6043432233855128 1204.2201137866359 367.48982349777361 1592.9114464193408 19.038563771813642 4980.057321920729 171.00581745314412 167.58124745704117 1.4026056877337385 174.10964941419661 39.403712179278955 30.448884524987079 2.0555628458969286 6.3328690431080741
leaf_count=151411 55 7917 2240 21677 367 35116 518 1942 17 663 410 1459 21 8
internal_value=0 0.00138165 0.0167193 0.0241722 -0.000731141 -0.000246986 -0.0219932 -0.0630685 -0.054471 -0.0713532 -0.06769 0.0310168 0.0782526 -0.123491
internal_weight=0 27550.5 3335.63 2797.13 24214.9 24028.2 538.496 186.62 257.358 214.916 213.513 42.4417 32.5044 9.93721
internal_count=223821 221188 32352 29594 188836 186527 2758 2309 2633 1090 1073 1543 1480 63
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=127 77 167 77 1 67 157 75 140 106 19 155 51 23
split_gain=87.5964 93.364 92.4383 143.203 112.45 163.52 107.129 92.1235 76.5153 75.4047 60.093 55.2076 43.2061 25.3628
threshold=0.56902897518086737 -0.082706263144855477 0.010005760804597702 -0.017472587274536159 0.014031555764398544 0.18677827361572949 -0.53195462639253854 2.7582578855180831e-05 -0.31393804178929968 0.98855679250052031 0.033368765980917099 -0.23305054740322023 50.722771174764866 -0.092194399438813787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 6 5 -4 -1 -6 13 -5 12 -10 -2 -3
right_child=1 8 4 9 7 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.12423395772557425 0.35968643776186537 -0.23927109143032516 -0.0083731601746582923 -0.046680683136183621 -0.077077732026282111 0.041325290779294921 -0.0033472867076870653 0.0021712365419922683 0.0041174739806525097 0.16747028166924821 -0.10774445276676339 -0.068122759457305324 0.058263513043046444 -0.11104233314206231
leaf_weight=67.227612075701472 4.9926542639150275 20.559819936752319 1037.7392714828457 1030.7038660430062 148.68489002040587 1828.6526694844797 3135.2058284589821 10900.405410454157 181.75847768587118 16.708680877625739 22.422808652176172 253.10212668564054 100.09494859969709 61.762385122885462
leaf_count=200 39 4 15422 83198 1052 10448 27575 78873 958 55 115 5423 396 63
internal_value=0 -0.0357682 0.00174119 -0.011167 0.00568342 0.0233326 -0.000669016 0.0011048 -0.0546639 -0.0432645 0.0408731 -0.0379285 0.072584 -0.143067
internal_weight=0 644.693 18165.3 4249.85 13915.5 2866.39 3202.43 11049.1 517.183 1047.41 127.51 434.861 105.088 82.3222
internal_count=223821 6998 216823 111028 105795 25870 27775 79925 6448 83253 550 6381 435 67
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=14
num_cat=0
split_feature=124 173 73 11 127 49 108 166 77 29 166 121 38
split_gain=102.453 166.225 116.689 211.818 214.888 175.161 155.266 144.189 58.2008 57.0125 51.0433 38.16 23.9609
threshold=-0.27889709445003108 -0.054519892985922927 -0.0015197410702459287 -0.18359821281855512 -0.048816637851706368 -0.20021758928543415 1.759037177079769 -0.14821249920445709 0.34603568447623323 0.0013795839062379349 -0.32261576813369552 -0.31875220541532273 0.93771897437316543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 9 -7 -5 10 -4 -3 -1 -13
right_child=2 8 5 7 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=0.6428132069297493 -0.02381818998786402 0.21903840559828272 0.066580744211585427 0.049126018283989693 0.013812400635327829 -0.0084818514859056979 0.025252227181308436 0.0084471532583367068 1.1192690750892038 -0.075027235908573936 -0.075690461378378815 0.095765852492320516 0.53263370708779822
leaf_weight=1.3652180954813946 2603.6675738446356 5.9677925538271657 30.409205248361104 1751.531885319273 3637.6559992974217 8787.1709579141461 1615.1832606689713 1733.9739336574712 0.41112811793573101 437.07790284627117 382.69218936069228 48.909757822897518 1.2885363256791595
leaf_count=13 10039 40 926 7205 26932 82346 17664 48719 8 1727 27371 808 23
internal_value=0 -0.0475474 0.00118517 0.00914204 -0.0018858 -0.00593501 -0.00324393 0.028889 -0.069907 -0.0658159 -0.071165 0.121167 0.10698
internal_weight=0 440.635 20596.7 9726.83 6241.32 10869.8 10402.4 3485.51 389.071 467.487 388.66 51.5635 50.1983
internal_count=223821 28263 195558 92895 36971 102663 100010 55924 27419 2653 27411 844 831
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=129 180 42 127 168 16 170 23 49 8 133 58 170 44
split_gain=157.188 252.611 240.7 201.675 192.723 187.753 181.691 183.256 168.945 158.611 218.62 184.992 98.8949 110.998
threshold=1.0187347616272378 41.382195448460514 0.02914827477478607 0.1700011015947594 25.334883745377763 0.65672783546701752 -0.15017963291120448 0.072153407291342078 0.029800217662004174 -0.1153913721630296 0.9406537521765167 0.086982280920448185 -0.11881281646230753 0.023765831674053602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 -8 10 -3 -11 -7 -14
right_child=5 9 4 -5 -6 12 8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0039182473507347699 -0.058848417856240599 -0.011335048755180557 -0.021051647622691246 0.025754150675712219 0.026108530597303659 0.29206282790953758 -0.031007656048164325 0.094433501361494643 -0.0055107571133400359 0.037132720895931219 -0.53470949838801107 0.0069464287777061436 -0.054465266142085939 0.065302844885482492
leaf_weight=5834.3748799803616 106.06560661242838 1358.2318241937828 7352.2472234123488 3771.1605665587449 982.30121502690599 16.315827339276439 4049.1266394324484 294.72979935898911 7255.3923712258547 4163.8909070493246 8.0283050495199841 3961.8219285603845 96.266383015958127 394.43111161096022
leaf_count=77729 3012 7577 52749 16883 7834 74 14894 422 13368 16558 28 11916 286 491
internal_value=0 0.00392172 -0.0030584 0.00773122 -0.0154934 -0.00971694 -0.0122975 0.0538693 -0.0146434 0.0171143 -0.0144105 0.0224149 0.0498597 0.0418064
internal_weight=0 27432.1 17940.1 9605.54 8334.55 12212.3 11705.3 400.795 11304.5 9491.97 1366.26 8125.71 507.013 490.697
internal_count=223821 191274 155195 94612 60583 32547 31696 3434 28262 36079 7605 28474 851 777
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=133 180 180 87 126 128 162 180 195 196 169 188 121 121
split_gain=119.379 381.085 255.35 243.388 243.883 318.462 252.061 190.523 207.86 177.019 156.997 162.593 136.974 122.459
threshold=0.046796264385223309 34.024765729585013 40.039491298527444 0.01995334618397741 0.92345532524402685 0.049811661399974887 0.064782834773594838 35.885542168674711 0.38877418041884654 0.0013245433959016169 -0.11761205985011376 -0.083453699484536195 -0.30983873673026635 -0.17521072985040451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 7 6 -6 -5 13 -9 -3 11 -1 -12 -2
right_child=3 2 -4 4 5 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.13445725843309209 -0.058977733168746688 -0.031779615242872178 -0.041073699923295633 0.071051225201532911 0.029348969741338778 -0.0012142670715974591 -0.011950335234453966 0.040436897445769365 0.0030722577614346845 0.021269007430572327 0.064802710744169045 -0.048374553175799376 -0.09288019532837824 0.0030179793208651301
leaf_weight=71.63114220276475 421.70515411108499 784.90148453402799 1252.9521956272656 373.46265463391319 4435.5591871169163 14734.36665742402 18007.907001138898 3708.9932779272203 2487.2800658359774 3167.4924884205102 58.769492822582833 151.54812917410163 879.77763259538915 1303.3368187569431
leaf_count=398 4077 15912 9895 471 8827 24918 85988 19679 17356 10742 300 2559 10485 12214
internal_value=0 -0.0132939 -0.00173626 0.00132621 -0.00203396 0.00585749 -0.010264 0.0172552 0.0254382 0.0107341 -0.0650801 0.0103068 -0.0830065 -0.0121375
internal_weight=0 6367.07 5205.35 45472.6 37551.3 19169.9 18381.4 7921.32 6196.27 3952.39 1161.73 223.179 938.547 1725.04
internal_count=223821 50291 36549 173530 120204 33745 86459 53326 37035 26654 13742 2957 10785 16291
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=140 77 84 113 76 42 125 106 2 55 87 21 21 126
split_gain=80.2896 81.3482 116.201 160.983 95.5357 135.973 111.566 79.2388 56.8122 34.9786 66.7887 39.5394 26.6032 17.5805
threshold=0.58384300121466925 0.20671090218918239 0.013573810425864852 0.45515869431793882 -0.057536988868128712 -0.082077189904141992 -0.11787680013237666 0.015249621196237588 -0.0071471494262943672 -0.10090138309205809 0.0056711180300916793 0.069709555415403704 0.020972348222356812 0.94817693836414219
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 10 -2 -11 -10 -14
right_child=8 2 3 -5 6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.074362608787388623 0.63367218650539481 -0.047087857353684918 0.041333601106583157 -0.0028599508722637898 -0.019721938026616478 0.011233128546963435 3.9970413719320953e-05 0.057644712167310576 -0.18572044750605482 0.0077744202081102389 0.011072604179825418 -0.042030045389417334 -0.085294880423800137 0.049155160888957439
leaf_weight=190.51421311841113 1.7356162869837124 422.02792389725801 1894.8056977708693 1458.8853682269764 3790.3411689315108 7177.2473492453282 11598.279845144847 87.15856134344358 24.510257095098495 221.43703093916702 237.01550403385772 568.98943965755461 72.590910119004548 11.229994643479584
leaf_count=1253 26 1778 17648 11294 22211 54860 99332 508 5 2746 2603 9393 124 40
internal_value=0 0.00193338 0.0153509 0.022109 -0.000344232 0.00901981 -0.00482755 -0.0291606 -0.0251959 -0.0179453 0.0155986 -0.0280774 -0.0940789 -0.0672818
internal_weight=0 26619.3 3862.88 3353.69 22756.4 7367.76 15388.6 509.186 1137.51 1029.18 238.751 790.426 108.331 83.8209
internal_count=223821 208884 31228 28942 177656 56113 121543 2286 14937 14768 2629 12139 169 164
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=195 195 185 195 25 158 192 106 121 35 71 13 28 176
split_gain=93.1842 143.795 84.6349 79.7725 58.7231 53.4131 42.9371 43.8327 42.4676 32.513 20.9134 13.0523 11.4116 5.25724
threshold=0.15008793528703659 0.17208494560522256 1.7204429323791548 0.31079811995949053 0.14542910013762014 0.39915126994992983 14.925098005581328 0.43432861913247678 0.10926187784336146 0.29236139860555793 0.33514505594621347 0.24223395897127412 0.026051336232448975 0.21946811521171042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 8 -4 7 -2 9 -1 -10 -8 13 -6
right_child=1 2 5 -5 12 -7 11 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.11303637383036205 -0.17545648689124155 -0.0085753957935184918 -0.076412106602839994 0.0055240067577468832 -0.09250814896798977 0.14929386738304848 -0.072399911048558044 -0.044961125704420742 0.085127198289085645 0.14300148051169342 0.18807944264183463 0.073062330253010649 -0.092670008803660817 0.10255578119765758
leaf_weight=17.859132380082887 72.294821055431385 5981.679687579317 191.75147503838889 12191.711146944383 1.8834446210676095 11.091310070827602 10.333523157525635 39.971505165100098 163.10332860678318 6.8665001808549269 22.44666186417453 15.304867706028743 26.047249566567189 5.1861833035945892
leaf_count=1159 1071 68413 3431 147528 104 37 295 289 808 41 44 82 507 12
internal_value=0 -0.000597173 0.000166278 0.00088326 0.0616835 -0.0640707 -0.102329 -0.128995 0.0811767 -0.0419327 0.0975817 0.0144339 -0.062088 0.0505881
internal_weight=0 18514.1 18376.2 18173.4 243.393 202.843 137.905 112.266 210.276 24.7256 185.55 25.6384 33.1169 7.06963
internal_count=223821 221146 219409 215941 2675 3468 1737 1360 2052 1200 852 377 623 116
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=15
num_cat=0
split_feature=13 16 146 104 128 160 195 16 160 107 165 160 16 127
split_gain=108.26 109.266 180.81 173.373 120.643 249.126 228.192 117.922 63.4984 60.5157 93.7562 31.2354 14.9903 7.42228
threshold=-0.020769181932572999 0.065796089548323652 -0.27102171977324258 0.11769927685947552 -0.27163991102442459 -0.36394283854226678 0.367961175351527 -0.23389473906882616 -0.37831234128586333 0.081424984779387505 0.15251046943802299 -0.30270571792008011 0.01777258180824853 0.59414098984407504
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 11 -11 -10 -2 -14
right_child=8 4 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.046532963985627646 -0.071668209734124494 -0.071947746638655163 0.015818342164779616 -0.011550498596879292 0.058873838295973313 0.0060343489173374041 0.067174808572145292 -0.0091435541971822479 -0.082480310018933231 0.037252501165627804 -0.03664008232102639 -0.034981248185616876 0.10096270358214934 -0.12789075262258606
leaf_weight=1148.9899162172806 6.0213478207588187 381.6461196198361 6112.6442258997122 3725.0538373494928 1230.8848844611784 3243.6202544411644 170.59876415890176 3172.8251506193774 166.23886357620358 303.73363123626041 395.04176747589372 828.05561570895952 52.136425853241235 1.456769760698079
leaf_count=3729 43 872 32099 29273 10226 14649 1192 14404 185 6098 60799 49351 892 9
internal_value=0 0.00246167 -0.00203475 0.0054551 0.0151274 0.0205699 -0.0289702 -0.0190838 -0.0235019 -0.0270735 -0.00452152 -0.0429227 0.0779338 0.094742
internal_weight=0 19186.3 14159.5 9837.7 5026.75 4474.51 552.245 4321.82 1752.68 1693.07 698.775 994.294 59.6145 53.5932
internal_count=223821 106444 79505 61372 26939 24875 2064 18133 117377 116433 66897 49536 944 901
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=15
num_cat=0
split_feature=16 151 118 139 72 157 100 190 144 125 52 140 172 170
split_gain=155.578 260.64 294.283 273.244 230.159 226.623 225.796 198.118 261.911 191.073 164.66 162.923 266.397 139.175
threshold=-0.25634900187959503 -0.10751280960822673 0.30747662705138312 1.2447516049193414 1.3975288875028407 -0.13152278155664596 0.10790825336832478 0.094155844155843785 0.18610034956039648 0.45042650245493648 -0.090214589580492485 -0.30971148174886559 6.3867035612371481 -0.10728071411850927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 5 -3 -2 11 8 -8 -4 -5 12 -1 -9
right_child=1 2 9 10 -6 -7 7 13 -10 -11 -12 -13 -14 -15
leaf_value=0.058292570237295172 0.00044217103710403219 -0.019309736783265145 0.015730613924569099 0.10360962948236351 -0.10226882510990275 0.02793853423976005 -0.051453361347256477 0.089636869250806592 0.025095323099005609 -0.025332503764734005 -0.13898582063069456 -0.053414433616644046 1.0367528368650831 0.024483877576585378
leaf_weight=13.422354024398375 11442.113148525343 10165.427682754544 4586.3692803850718 32.766219414770603 345.80206965767138 4061.4177145919784 817.21480646736745 354.47523379443737 986.56313727503584 1505.0267805018229 191.47321255132556 598.4654460736856 3.5102528464631169 4367.0202405220043
leaf_count=1073 45321 93429 15166 44 415 29712 2353 1022 3505 1600 104 20200 65 9812
internal_value=0 -0.00316495 -0.0119039 0.00606013 -0.022039 0.00764532 0.0131445 0.0186054 -0.00958562 0.00558498 -0.103537 -0.0447597 0.261135 0.0293754
internal_weight=0 32330.4 16602.6 15727.8 10511.2 15503.5 7140.67 6525.27 1803.78 6091.4 224.239 615.398 16.9326 4721.5
internal_count=223821 185791 110610 75181 93844 75033 38030 16692 5858 16766 148 21338 1138 10834
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=15
num_cat=0
split_feature=152 88 21 20 157 139 79 106 96 157 157 72 36 34
split_gain=125.993 148.913 151.188 146.213 233.138 286.636 270.681 207.113 213.041 136.386 131.591 126.907 2.87458 0.365673
threshold=-0.32739884012449977 0.2405055227553318 0.08813914322489709 0.35813426267888943 -0.019546029201652174 0.062528943588234367 -0.052967157379524704 -0.10963315641512052 -0.0092860747659974392 -0.22194883227400289 -0.0071344876143970273 1.1032084393894241 4.2308863316288736 -0.014136477802158013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -2 -6 8 -5 -4 -1 -9 -3 -14
right_child=3 12 9 7 6 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.027141659741040561 -0.027030567353346649 -0.13274280413643211 0.036368123492737707 0.13673223066832424 -0.03556387474787466 -0.00062977234435668055 0.021512201637943273 -0.064106337923296716 -0.01102652322710118 -0.024079859241593126 0.046111660743928612 0.10347113344343534 -0.099964795337763895 -0.086840871619215984
leaf_weight=1071.381459724158 4736.6692752364324 21.311258263885975 2972.4903406123631 104.01355819636956 942.01762415590929 31203.762055522122 7044.2013667360297 1089.1614835928485 1577.3838726470713 426.8553294329904 318.02153375162743 47.147614552639425 34.489905499387532 55.225741317961365
leaf_count=4931 17712 9 4283 1358 36086 72805 48472 27812 5360 2128 2184 127 51 503
internal_value=0 0.0147636 0.0174181 -0.00209151 -0.000675026 -0.00410919 0.0147798 -0.0241738 -0.00188596 0.0287777 -0.0103747 -0.0571532 -0.0997285 -0.0918862
internal_weight=0 4899.78 4788.75 46744.4 43926.7 35940.4 7986.22 2817.71 1681.4 3399.35 1389.4 1136.31 111.027 89.7156
internal_count=223821 14089 13526 209732 175075 90517 84558 34657 6718 6411 7115 27939 563 554
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=14
num_cat=0
split_feature=77 76 155 50 132 28 173 46 115 193 89 110 34
split_gain=74.5896 77.2329 126.541 166.709 118.932 176.356 124.157 117.613 41.7321 51.3586 42.8528 26.1734 18.6679
threshold=-0.35914641964089722 -0.057536988868128712 -0.011935064176169654 0.5076708945970223 0.25899081798680473 0.12671547466648322 -0.094329413471621229 -0.1640852976411615 0.36631725453808855 -0.1058459176474061 -0.034856003673256676 -0.56991162183880817 0.030044521000118476
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 11 -10 -11 -1 -13
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14
leaf_value=0.12786890995666159 -0.059881272160520929 0.48836116043656014 0.0039327911603028636 0.11382371750822412 0.098491505352736597 -0.019250575932419009 0.0093618891560104597 -0.010822476225033609 0.57815607969953908 0.2818517315147806 -0.02392097214476915 0.077466766380044932 -0.086224633028322423
leaf_weight=6.2438741102814665 269.95695771690225 4.7223537989484603 11015.59713147195 139.80137946610921 344.99278550280724 201.51861245190958 6351.7042102382693 9127.9078933892815 1.6559899700805534 5.1768604423850766 39.977089174091816 7.2362803667783728 187.19999458733946
leaf_count=29 2490 460 99568 1045 3243 2168 46788 66275 36 187 844 26 662
internal_value=0 0.00131673 -0.00183584 0.00530996 0.0102394 0.0550757 0.00653893 -0.0105644 -0.0538286 0.031195 0.0111356 -0.0736609 -0.0801326
internal_weight=0 27456.2 20288 11155.4 7168.17 546.511 6621.66 9132.63 247.49 46.8099 45.1539 200.68 194.436
internal_count=223821 222037 167348 100613 54689 5411 49278 66735 1784 1067 1031 717 688
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=15
num_cat=0
split_feature=195 195 106 179 74 133 8 17 68 121 164 19 126 52
split_gain=81.5028 124.32 82.3518 225.194 113.544 53.6407 38.8959 33.6452 42.6957 17.2126 17.0958 16.6781 7.40743 5.89914
threshold=0.15008793528703659 0.17208494560522256 -0.032485418269987805 0.4702789109480679 0.2555993079642378 0.15054381109389839 0.080247534842602691 -0.16525836711502009 0.29285248697689964 0.16354546612819648 0.73645323601332746 -0.027481999002792516 0.88773540855813382 0.22699427129362304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 6 9 10 -9 -1 -2 -8 -7 -14
right_child=1 2 4 -5 -6 12 11 8 -10 -11 -12 -13 13 -15
leaf_value=-0.11984531074260946 -0.1554031420884428 -0.044499233501236621 -0.0018035245898702238 0.029546102795945002 0.0185547945385241 -0.095719912216407063 0.12183233323627628 -0.1201714989016216 0.017324064776901089 0.085638649119252508 -0.45268400717035917 0.061843488627816579 -0.095980676488723438 0.09804738571579899
leaf_weight=13.525637671591541 40.55125905240493 1230.8603253948531 13040.351373541216 616.44031301685027 3468.1474442570616 22.408992967852104 90.282843917317223 53.552824984020845 39.054297464936099 5.8352318406105033 2.0313453022390595 95.230789058405207 2.5249627452358245 4.1299977891758317
leaf_count=1059 475 85422 113275 6157 14555 457 404 971 277 29 14 583 118 25
internal_value=0 -0.000470881 0.0002328 -0.0197905 0.0024734 0.0589262 0.0769618 -0.0960154 -0.0621868 -0.0579139 -0.169585 0.0910379 -0.0682082 0.0244311
internal_weight=0 18491 18355.8 1847.3 16508.5 233.938 204.875 135.19 92.6071 19.3609 42.5826 185.514 29.064 6.65496
internal_count=223821 221146 219409 91579 127830 2675 2075 1737 1248 1088 489 987 600 143
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=15
num_cat=0
split_feature=64 136 73 130 128 162 184 73 106 53 163 139 166 73
split_gain=114.642 151.571 259.199 204.636 155.665 150.707 150.535 224.06 148.977 142.613 131.051 90.6937 52.5339 33.2578
threshold=-0.021099263346545997 -1.0000000180025095e-35 0.078001642169684623 -0.22904828653668491 0.1810761662186304 0.063393057058145089 -0.02512620911832587 -0.11459612122723041 -0.21430599688707527 -0.059942068265418036 -0.42775507630034598 0.069966163100918619 -0.20910802470889778 -0.050303416692457643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -3 -8 11 -11 -7 -1 -14
right_child=1 6 4 -5 -6 9 8 -9 -10 10 -12 -13 13 -15
leaf_value=0.071475507786002576 -0.03929845855356312 0.026016821489604349 0.027016262707478225 0.04419370178225801 -0.026521090514074343 -0.050282408443259978 -0.024043863195249919 -0.044532570505469354 0.0082622079643604098 0.088268045706958176 -0.042346541822881577 0.0377995721630194 0.036914187245728425 -0.074419989311874712
leaf_weight=236.06358155666385 326.98532811021141 612.55320053333708 833.62046638163156 2871.3397298204218 1558.3453777073883 154.31049371341942 1734.4499388659096 1698.1927071172031 8063.640134521047 79.79252713243477 2059.9082610585974 482.13453813080559 60.397463813773356 48.277993683848763
leaf_count=4325 6022 5589 10971 33895 5523 4042 14792 17907 63691 1640 49400 4905 690 429
internal_value=0 0.00341654 0.0170362 0.0356578 -0.00786287 -0.0173707 -0.00287126 -0.0258307 0.00254341 -0.0251145 -0.0374757 0.0164435 0.0449889 -0.0125449
internal_weight=0 17699.1 5590.29 3198.33 2391.97 3120.88 12108.8 2310.75 9798.09 2776.15 2139.7 636.445 344.739 108.675
internal_count=223821 158390 56411 39917 16494 65431 101979 23496 78483 59987 51040 8947 5444 1119
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=15
num_cat=0
split_feature=28 186 157 163 95 190 135 126 131 133 83 25 104 100
split_gain=149.642 145.595 155.959 313.516 304.026 140.371 99.5061 92.2124 42.7018 62.4416 48.325 35.6889 25.0871 218.622
threshold=-0.038702181385358365 65.250000000000014 -0.13152278155664596 -0.042227084421161888 0.11086202224209038 1.0347454077907126 -0.010222405573243146 0.95352253048880853 0.13290318084703023 0.16257765358227053 -0.14951970247887861 0.1491768192248846 -0.4132036304309023 -0.016519399987668593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 12 10 -10 -11 13 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.083175766424411227 -0.032663126860973814 0.077687706763394149 0.036177989190259878 0.0015790591190280217 0.0015040125443198478 0.021847612903576934 -0.056412771490211545 -0.034503160688017696 0.077040606333941525 0.33929235107240607 -0.07458602232964863 0.035264723983090836 -0.080255001083442967 2.3626010773518953
leaf_weight=3.4395069475576752 2998.9918392545405 58.397661879193038 3531.3963369577395 10136.610084059797 19789.023707662185 740.52430626936257 1054.6031588872429 477.74027312733233 24.22298932117701 4.0608236787375054 158.93371054152885 78.488753095996799 297.62760367677765 0.40893024206161399
leaf_count=472 39873 134 15930 71672 29739 1516 1739 485 1197 10 14189 581 46283 1
internal_value=0 0.000523637 0.00207295 0.0105184 -0.00299252 -0.0237044 -0.0493767 -0.000250242 -0.0512153 -0.0219881 -0.054533 0.0502206 -0.0769748 0.176709
internal_weight=0 38787.3 36456 13668 22788 2331.27 1113 1218.26 567.182 265.706 183.157 82.5496 301.476 3.84844
internal_count=223821 161088 157214 87602 69612 3874 1873 2001 62733 15977 15386 591 46756 473
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=16 8 144 2 188 96 98 188 115 187 149 85 158 71
split_gain=114.356 178.364 218.052 128.856 122.122 323.162 174.316 114.596 109.979 203.556 88.8509 88.2458 30.344 27.531
threshold=-0.49239385868530189 -0.18918385596847795 0.21378766316461417 -0.54381178430160648 0.37365071294065971 0.39901085967465316 0.095535472578181638 0.19935947732529233 -0.042278940091277049 0.99480193494290392 1.5786291946410114 0.51972505073699249 -0.58000445730527195 0.60479098355547567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 8 5 -5 -6 -3 11 -10 -4 -2 -1 -14
right_child=3 2 10 4 6 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.011919584106830687 -0.097776656109639246 0.085741880584828289 -0.074240342630628245 -0.00078997391889069142 0.027411110482212064 -0.033398425910047699 0.0015580002242635636 -0.066214042479062679 -0.064806116551465773 0.09235401328991942 0.15935279581735953 0.081126159088937277 -0.10848387486501537 -0.19758445442229941
leaf_weight=12.919300384819506 29.36308430833742 219.70106541318819 370.24903857102618 26760.857093477025 3097.5315069642384 3428.585368348984 16503.375414330279 64.111105694435537 211.83366875350475 134.89382135495543 17.032350540161133 451.86884061340243 77.73052435182035 62.612324189394712
leaf_count=22 410 546 4411 176897 6736 10261 22218 99 675 168 35 267 964 112
internal_value=0 -0.0373995 -0.0151704 0.000147902 -0.000502722 -0.00449328 0.00564357 0.0514161 0.0392739 -0.0036632 -0.0639671 0.0702101 -0.134735 -0.148235
internal_weight=0 824.356 671.094 50618.3 49790.3 30189.4 19600.9 283.812 827.959 346.727 387.281 481.232 153.262 140.343
internal_count=223821 6189 5091 217632 216112 187158 28954 645 1520 843 4446 677 1098 1076
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=15
num_cat=0
split_feature=92 8 126 87 15 34 136 26 154 195 59 34 103 10
split_gain=75.876 74.1997 87.7492 197.319 89.2323 60.1922 61.6304 41.7741 64.9577 30.7425 30.0745 26.9058 10.7483 8.09245
threshold=-0.12013921675869497 0.48559422444853545 0.88773540855813382 0.056007208112856519 1.5633086147766269 -0.062328169572536583 0.014494627687790588 -0.13127190741400491 -0.023334516456270913 0.19752675078273524 1.1141512656250019 0.0092191761498251843 -0.1651106444927016 -0.19767095815137878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 9 -7 8 10 -3 -1 -10 -9 -14
right_child=1 5 4 -5 -6 6 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.060228697667731756 0.0060609948247454942 0.21574207163916209 -0.0063076979570843034 0.063025008439457811 0.0068934401602938405 -0.051888690898281943 -0.0042840197782535909 -0.09243830425936693 -0.023732432078399004 -0.073010206738406677 0.24284438764762115 0.090404240702402897 -0.14889186399042895 0.070716769053290593
leaf_weight=169.08180019250722 3260.1054403589951 3.7589747044257811 9918.3180026118789 747.52275052154437 10584.719006581719 309.6121686976403 2235.9154758075019 135.11507248837734 31.86888986134727 192.92735534219537 3.3388448045589021 58.688038282271009 2.1979791504709283 7.0922504058107716
leaf_count=1388 30161 24 73506 6263 87877 2593 17483 1060 901 1490 65 701 160 149
internal_value=0 0.00140744 0.00315273 0.0166862 0.000507406 -0.0141925 -0.0100742 -0.0420709 -0.0183416 -0.0674917 -0.0543598 0.0502371 -0.0852845 0.0187595
internal_weight=0 27252.9 24510.7 4007.63 20503 2742.21 2545.53 407.383 262.978 196.686 172.421 90.5569 144.405 9.29023
internal_count=223821 219397 197807 36424 161383 21590 20076 4424 3055 1514 1453 1602 1369 309
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=15
num_cat=0
split_feature=163 92 115 44 192 71 95 115 110 115 105 134 67 66
split_gain=77.3709 82.3818 84.6226 88.0166 76.4682 61.3558 76.8902 55.8262 15.8058 11.8793 7.33895 5.1218 0.440868 0.0263824
threshold=-0.24188999162764355 -0.037701253645872089 0.01780405454325314 0.1332942695524803 16.232059833928293 -0.10979538469349311 -0.05567799031924494 -0.066017150451442144 -0.54237632198733332 0.058156881235649611 55.73806727090362 -0.13307738927052573 0.18677827361572949 4.2704988833691422
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 12 11 -10 -1 -11
right_child=1 2 4 -5 -6 7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=-0.09599182401573203 0.016765543816125536 -0.057473421836421949 0.010288261953186785 0.022243005675448943 -0.0046355053471988485 -0.052589099999581682 -0.057339023321031024 0.037420741202462998 -0.12670861872087699 0.095955401703308588 -0.37096656103600661 -0.069263798154020922 -0.17030544068223177 0.085288773883163194
leaf_weight=1.6433930633247649 494.04565401363652 503.63685372369218 5033.6463305170473 191.04590106647811 10799.884080583142 72.888089392279653 195.39325611638196 1261.3005661868556 17.61969279627283 3.6020368933677656 0.84895655183936369 130.31040324449805 1.5524403799790887 6.5086975134909153
leaf_count=138 5111 63163 26589 2566 62413 8008 1865 9652 4158 8 20 40085 6 39
internal_value=0 0.000941859 -0.00138985 -0.0355505 0.000108918 0.0199864 -0.00423636 0.0325034 -0.0684495 0.0359681 -0.0777885 -0.0761059 -0.132091 0.0890889
internal_weight=0 18551.8 16528.2 694.683 15833.5 2023.63 689.439 1334.19 162.086 13.3066 148.779 147.93 3.19583 10.1107
internal_count=223821 179367 154731 65729 89002 24636 6976 17660 44454 191 44263 44243 144 47
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=15
num_cat=0
split_feature=13 115 31 55 66 3 129 16 49 122 109 127 39 13
split_gain=99.5898 147.508 297.982 173.91 165.671 129.582 131.854 100.812 100.085 95.8968 92.6372 71.9272 56.7177 45.2048
threshold=-0.32821274811111795 0.061286972420757382 0.027915530501508714 -0.048594701289796517 1.0024886457660911 12.915843769434181 1.0153163336371029 -0.36293068331470507 2.955495641880002 -0.22345069618802041 0.75565473057672272 0.31735131072642137 -0.046400436747215723 -0.24161317640262095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 -7 9 10 12 -9 -10 -2 -11
right_child=7 5 4 -5 -6 6 -8 8 11 13 -12 -13 -14 -15
leaf_value=0.037958470957696958 0.011561066985324369 0.091641654044804663 0.0036813269017824898 -0.011342598395670341 0.093924097983900945 0.063617387262960484 -0.058043264833072608 -0.0022091699705872984 -0.099079460520589066 0.033379984755229304 0.078629882264619297 0.24084777938134416 -0.12251617724801869 -0.044103683797660879
leaf_weight=1076.0679385225521 38.472280258021783 82.822518588975072 285.88037428027019 2135.3452428769087 705.38761443481781 104.15178564866073 615.70911164220888 14857.992369361506 141.36416166269919 130.73998165386729 143.1219225054374 6.5114656360819927 175.36724573689571 177.54466082935687
leaf_count=7774 708 296 1427 9356 4578 796 5907 178451 656 1764 1519 89 391 10109
internal_value=0 0.0124684 0.0199708 0.00517701 0.0678982 -0.0268125 -0.040441 -0.00373394 -0.00224491 -0.0469368 -0.0014379 -0.0841113 -0.0983941 -0.0112437
internal_weight=0 5005.36 4202.68 3211.41 991.268 802.683 719.861 15671.1 15149 522.124 15001.1 147.876 213.84 308.285
internal_count=223821 30134 23135 17130 6005 6999 6703 193687 180715 12972 179970 745 1099 11873
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=13
num_cat=0
split_feature=181 112 77 137 31 119 90 16 136 26 151 28
split_gain=152.151 146.248 298.211 309.33 240.519 256.42 224.605 216.672 22.7381 15.3855 8.76253 1.25979
threshold=-0.15981216342930371 0.11079122909254309 0.11204728425627754 0.091373448961075215 0.68221057160070508 0.97765101269520183 -0.00062857113537882444 -0.075273885975842766 0.89132785406245174 1.3260440190155973 0.57685313889319134 0.77207806178970106
decision_type=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 -10
right_child=1 2 3 -5 5 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.086334079554473336 0.0094222726401025705 0.0016323672993020248 -0.028084548347760186 0.003757812763344014 0.026338619313961587 -0.065625301082441398 -0.028000127487586575 0.037454233731545709 0.012885860659577844 -0.19169981771244593 -0.18585636965996252 0.086521400015437483
leaf_weight=131.45655540723237 2176.71318986388 2953.2624952434271 3703.0111041216587 17320.735535930682 2542.8709708236274 344.2346942552831 6093.8062719181544 3942.8092676163687 4.0471577160060388 17.799561023712158 9.4851953873585426 5.4550094120204449
leaf_count=10464 77939 10955 19618 28414 14873 443 45888 14172 22 3 1010 20
internal_value=0 0.000200981 0.00406831 -0.00185073 -0.00947626 0.0153736 -0.0181509 0.0221134 -0.0951009 -0.104095 -0.0930318 0.0551586
internal_weight=0 39077.4 27919.8 21023.7 11157.6 2887.11 8270.52 6896.07 168.243 158.741 140.942 9.50217
internal_count=223821 212302 73159 48032 139143 15316 123827 25127 11519 11477 11474 42
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=129 25 180 63 177 180 20 194 96 157 195 130 93 168
split_gain=122.141 111.077 281.296 269.868 227.159 220.791 169.221 145.247 55.5496 60.8393 31.28 23.7993 1.58285 1.21137
threshold=1.0245748931830738 0.044698627739117196 34.024765729585013 0.028653658290449285 0.099568041954807576 38.404953145917013 -0.13958891832679396 -0.09271664296505365 0.43630483625659283 -0.19359771742599177 0.57027904206039615 0.0018302972703988063 0.017533184793399634 12.081650920305655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -4 -3 -1 11 13 -11 -2 -13 -10
right_child=8 3 5 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.067635089149729571 0.084620029275113987 -0.012237165368939058 0.014425857677426749 -0.0074818869757373773 0.0090566441867480068 -0.028047877873087469 0.025758664432562795 -0.069149376476126956 -0.14576022198515645 -0.032425623856719425 0.13382118154330178 -0.090740293432581776 -0.10863964441155233 -0.09918670555445612
leaf_weight=84.092420740169473 7.2532245870679608 1441.1731583010987 3027.3005033326917 24538.152795329297 12553.738866610744 2054.4751054709777 6279.118583324831 1010.2449157043011 7.7898276597261455 17.767019656486809 31.179138877429068 97.453277437831275 100.20261234720238 19.72826124727726
leaf_count=934 11 11503 20603 70883 48979 16430 38976 12792 30 61 12 1981 584 42
internal_value=0 -7.67544e-05 -0.0126491 0.001656 -0.00188443 -0.00274555 0.0186659 -0.0586384 -0.0661436 0.00659255 0.0734751 -0.093286 -0.0998145 -0.112371
internal_weight=0 50988.3 6176.11 44812.2 37091.9 5081.78 7720.29 1094.34 281.373 76.4642 48.9462 204.909 197.656 27.5181
internal_count=223821 221100 50759 170341 119862 37033 50479 13726 2721 145 73 2576 2565 72
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=13
num_cat=0
split_feature=157 128 142 115 161 180 32 118 0 11 176 126
split_gain=73.08 72.0477 74.0823 94.0477 72.8895 61.6835 46.3278 37.6011 3.16071 2.26758 16.0601 2.20094
threshold=-0.49176382482268366 -0.51619893649586845 -0.087910820312639956 -0.061441300286713116 -0.21648947054707324 30.248326639892909 -0.1343742332905796 0.028964239054248862 21.049783571954187 -0.40235920651326224 0.084514562871216323 0.75867184903391893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 10 -1 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.046454978389484147 0.038594865264206149 -0.0086228907071611068 -0.010859075622016108 0.0042253054278677668 0.056572346614623639 -0.097463929658769766 -0.022807985661712275 0.28695058074520396 0.057300480664934532 0.017327270823386649 0.81104482422389301 -0.079007275215022599
leaf_weight=8.3028790388852904 18.083528618561107 267.46739382910891 5171.0149830019218 20595.654886523436 477.88710940477904 92.328267436940223 833.55328639940126 9.1962290718220157 1.8638800233602513 2.4177074719336806 0.22431450232397843 124.41127705866529
leaf_count=1784 298 4591 63842 129066 5255 575 11230 66 16 99 38 6961
internal_value=0 0.001126 0.00209714 0.00119808 0.0331773 -0.025886 -0.0302526 0.122318 -0.0720338 -0.0738148 -0.0238978 -0.0771709
internal_weight=0 27465.2 26512 25766.7 745.355 953.161 925.882 27.2798 137.22 135.356 8.52719 126.829
internal_count=223821 214923 202754 192908 9846 12169 11805 364 8898 8882 1822 7060
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=15
num_cat=0
split_feature=70 93 103 26 194 116 77 99 136 109 32 5 88 115
split_gain=89.6986 185.668 123.039 147.282 113.131 126.443 111.384 86.7176 91.6213 85.3823 71.5781 70.7653 53.5798 56.7421
threshold=-0.030657728127294944 0.010986137825686457 -0.047803119049690902 0.075096740064763259 0.0079963698715678367 0.13187709014807883 -0.038718589056096424 0.017268873696195244 0.005992916856469444 -0.018247389541143594 0.65738139238861326 1.1665179871554421 6.7391251147440565 0.020123917735721333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 11 -6 7 8 -1 -4 -9 -3 13 -8
right_child=1 4 9 -5 5 -7 12 10 -10 -11 -12 -13 -14 -15
leaf_value=-2.0562846198097132e-05 -0.037970915146098849 0.026645439483615918 -0.0018348687992881662 -0.15798757684980361 -0.052113084732380424 5.4442437565491901e-05 -0.0048027997345674129 0.015301318492063749 -0.043751841466109213 -0.038759595233857302 -0.027921324069841876 -0.050725987431133247 -0.18961274870857447 0.042467195935284342
leaf_weight=1571.7208893536008 370.17693918285022 2033.7894677295644 1484.5397189626183 141.27319117821935 514.43278212163113 4797.8015170947692 315.68645429341996 3786.1740968362028 689.14714681517216 1083.1300227598604 426.27710180229042 125.50622332366765 10.862982210055632 1298.3516189489164
leaf_count=12863 14153 21292 15729 2065 34579 24400 21253 27882 5479 32607 4393 539 95 6492
internal_value=0 -0.00566825 -0.0263325 -0.071122 0.00284779 -0.00499742 0.00832391 0.00244812 -0.0133505 -0.017411 0.0109274 0.0221483 0.031732 0.0332218
internal_weight=0 10550.6 3079.12 511.45 7471.53 5312.23 8098.22 6473.32 2260.87 2567.67 4212.45 2159.3 1624.9 1614.04
internal_count=223821 145364 64554 16218 80810 58979 78457 50617 18342 48336 32275 21831 27840 27745
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=140 94 20 155 174 115 95 76 163 2 115 9 106 115
split_gain=96.0436 98.3253 91.941 135.194 106.095 78.8599 76.2649 38.0732 37.077 34.1215 25.0523 23.8338 29.3975 19.64
threshold=-0.12497522826051975 1.2631400711039638 0.089250959138051658 0.0097595392818013663 -0.14448647421892427 0.26538304296274068 1.9556511544407982 0.0065750589615267375 -0.19787563763446173 -0.076982260026552535 0.10776224608843595 0.10618601957295438 0.49118806369031615 -0.11007935006651164
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=-0.004847555651599984 -0.0031604174966620778 0.17622520516475587 0.014243800785246738 0.015728119287186395 -0.021482943010998592 0.36889602566700996 0.70560449109192747 -0.034431785567775992 -0.233800558397259 -0.012855260842446809 -0.066961398420042201 0.079962702534210311 0.49248432929213132 -0.092306687084535002
leaf_weight=61.639116229838692 9417.1721228642564 34.877314595854841 1128.1772371409897 6340.6785168574133 3157.7412838392047 2.559937406564134 2.9517037915065876 27.299995534238406 11.327835444477385 168.56229307549074 173.82467881566117 11.714581318432463 2.026306213811039 73.209749835252296
leaf_count=674 50620 517 8403 40165 47211 59 65 964 18 27588 45348 118 25 2046
internal_value=0 0.00131418 0.000907849 0.00443999 -0.0120786 0.121635 0.217531 0.00014612 -0.0429556 -0.0543718 -0.0403241 0.0217014 0.140795 -0.111267
internal_weight=0 20111.5 20043.8 15757.9 4285.92 67.689 37.829 29.8599 502.305 426.925 342.387 75.38 13.7409 84.5376
internal_count=223821 148004 146399 90785 55614 1605 582 1023 75817 75000 72936 817 143 2064
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=15
num_cat=0
split_feature=33 96 151 70 127 103 27 90 59 56 104 157 65 109
split_gain=143.238 148.96 249.316 319.524 283.649 218.537 167.117 139.158 80.0346 144.591 84.1242 72.2402 40.3225 25.7006
threshold=3.1171164234673614 0.89645875177181067 -0.10751280960822673 0.052577032655718337 0.16650039219782678 0.53812349881158517 15.70203853713581 1.3270888681175197 -0.11675334695088498 -0.059046161363458978 -0.0023485074079846648 -0.011311870128787123 0.36067901173452405 0.46895361045957989
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 12 -10 -12 -1 -11
right_child=1 5 3 -5 -6 7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.035641785396380882 -0.0011377543663800688 -0.049818966416210447 -0.038970866138953952 -0.0002841932074252917 0.029012951099113178 0.016060439082688803 0.04598779574994305 -0.016486211467040577 -0.074941276645023897 -0.056523794622710039 0.075352246753937868 -0.26718242467798897 0.085036283982056121 -0.17764964952411794
leaf_weight=39.163159357383847 6759.1020861136931 1936.1326735467883 2470.6989016053085 15708.856089739984 5795.718588456024 2237.3922754228115 200.96333873458207 3182.0586710532662 42.349005119933281 30.401236384059303 535.01226297905669 6.2286924580112091 94.495133742690086 41.334899730980396
leaf_count=69 52641 3112 99492 38196 19576 3875 342 3927 270 46 1855 8 390 22
internal_value=0 -0.00114988 0.00194281 -0.00554192 0.0127808 -0.0137286 -0.0408097 -0.0030495 0.0418952 -0.0117912 0.0607901 0.0714103 0.0496765 -0.126317
internal_weight=0 38290.9 30734.4 18179.6 12554.8 7556.55 2137.1 5419.45 788.984 205.394 583.59 541.241 133.658 71.7361
internal_count=223821 221161 209905 137688 72217 11256 3454 7802 2660 527 2133 1863 459 68
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=15
num_cat=0
split_feature=129 131 181 63 74 103 139 1 131 104 106 18 4 74
split_gain=109.711 118.391 278.39 214.166 192.426 268.26 217.306 176.022 93.1666 29.9219 30.6403 12.3822 14.5648 1.5087
threshold=1.0245748931830738 0.47095107146856957 0.19752632604371254 0.16422586790964286 0.8515801840875733 0.33874720301585864 -0.18225257141168005 0.0031642595293080856 0.059042848995130591 0.57025685494925726 -0.29001278655669088 0.18418206267489209 1.5595633025825408 0.12403365349493949
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=0.0009988680973219569 0.094336528109793399 0.022188087764897658 0.0047193989373718699 0.089829793122055315 0.11562782588962704 -0.017345167853915919 0.012655303052905596 -0.047207251803665855 -0.084952882599679147 0.14541058120074316 -0.116162840739912 -0.09140197572367488 0.11018509097140139 -0.10883704038695792
leaf_weight=26578.139855215442 13.863093450665476 2271.7206021184102 5053.1670823167078 589.55961935501546 215.78307581646368 11387.674797730404 4078.9423843126278 749.65552997589111 9.8020044167060423 22.097476959228516 13.797024690080432 99.978135358483996 6.272565357387065 98.556973102153279
leaf_count=175551 5 6896 5615 686 384 25347 5413 1208 121 5 97 1892 6 595
internal_value=0 -5.06318e-05 0.0105982 0.0361255 -0.00223382 -0.00450334 0.017829 -0.00198891 -0.0646378 0.0586504 -0.0106618 -0.0932223 -0.00880679 -0.100057
internal_weight=0 50924.6 8664.1 2861.28 42260.5 37965.8 4294.73 5802.82 264.367 49.7576 27.6601 214.61 16.0746 198.535
internal_count=223821 221100 14405 7582 206695 200898 5797 6823 2721 107 102 2614 127 2487
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=15
num_cat=0
split_feature=57 12 92 19 107 112 2 2 13 126 117 123 126 156
split_gain=70.6559 88.6827 83.7275 82.9263 95.3455 88.6171 149.85 128.526 77.6104 74.5852 60.5864 58.7862 36.814 64.8969
threshold=4.871651285704746 1.2705582701596567 0.20581693513743629 -0.016089274150215681 -0.10610041950735453 -0.010763775020793604 -0.043525787793376618 0.42990653561324599 -0.29868578556624259 0.86922300985552747 0.57825748561694701 179.50000000000003 0.94340710357710578 1.4900013141992663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 4 9 7 -7 -5 -4 -2 -3 -6 -1 -14
right_child=3 2 8 5 11 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.044220135182599457 0.078086738856641288 -0.003638349867201407 -0.023349196362260835 0.021993126007360697 -0.034908083945444396 0.011289295208489258 -0.017788230668086182 -0.007133266722631192 0.04971712079515081 -0.041849613653809375 0.020909692778452154 -0.0025261105615513673 -0.0014327365235562387 0.30742473557277084
leaf_weight=372.20420961576747 54.397355472116033 2170.6251240640267 171.52787855555653 4171.0664192193944 613.73036402557045 3226.7005724968549 3932.093032117642 2379.2007517898455 953.40128511341754 1107.3531136640013 1872.9199106707892 6478.3786384138366 46.337256686063483 7.9738065469427957
leaf_count=5622 634 24139 2018 29024 11703 24401 18307 14074 4482 15029 18463 55135 678 112
internal_value=0 0.0108286 0.0144453 -0.00175925 -0.00967836 0.00300863 -0.00468205 0.0114138 0.0385761 -0.0362338 0.007732 -0.00532835 -0.0329976 0.0439129
internal_weight=0 5594.99 5168.47 21962.9 8253.86 13709.1 7158.79 6550.27 1124.93 1161.75 4043.55 7092.11 426.515 54.3111
internal_count=223821 55514 49102 168307 82501 85806 42708 43098 6500 15663 42602 66838 6412 790
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=15
num_cat=0
split_feature=70 159 195 195 127 35 195 11 181 126 128 126 180 126
split_gain=82.8262 73.1544 102.391 108.226 96.0372 86.7158 80.9062 44.7292 34.5067 111.495 29.7345 55.1382 27.0341 12.9247
threshold=1.279880211285533 0.35914123353832844 0.15008793528703659 0.17208494560522256 0.56902897518086737 -0.081429878672345038 0.37563443828657961 0.058980170775846205 0.15494532709115599 0.94478725953183762 -0.42890574445680313 0.93965178909899116 30.086345381526108 0.99160978631025853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 -2 11 -10 -11 -12
right_child=8 4 3 -5 6 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=-0.075450617232194192 -0.073418719772917571 0.079132886084339757 -0.10440948573890266 -0.0053631071273931878 0.034974299821855133 0.0078138151267328117 -0.085487381478179983 0.094923908731398707 0.012165619593623273 0.97884792051892711 -0.082380417187923424 0.7529632425752093 0.38764685729250603 0.16552517061721372
leaf_weight=17.370678635019431 10.383575605628719 173.88049581419909 111.70298021058989 8913.0980553009285 78.107480664722971 8731.2608492551881 194.82815025030868 136.46787722845329 14.791535605210809 1.1249929279692872 197.33313665520836 1.0779612567275751 2.4753339583112393 2.1257006985251783
leaf_count=1277 889 6222 1562 132614 760 74105 1214 811 272 5 3959 33 64 34
internal_value=0 0.00110255 -0.00521007 -0.00658904 0.00741555 0.00920638 -0.0510142 0.0756861 -0.0593711 0.0928499 -0.0692566 0.0624855 0.572379 -0.0797384
internal_weight=0 18356.7 9178.64 9024.8 9178.08 8905.14 272.936 153.839 229.312 13.9839 215.328 15.8695 3.60033 199.459
internal_count=223821 218565 136264 134176 82301 80327 1974 2088 5256 958 4298 305 69 3993
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=15
num_cat=0
split_feature=157 196 196 151 82 11 179 125 58 5 62 145 109 140
split_gain=102.798 110.031 197.296 155.148 143.325 106.145 164.267 120.005 78.137 66.6538 53.4606 44.396 38.1357 37.5975
threshold=-0.093773285101974233 -0.072680197172072095 -0.053205817585272625 -0.20253299367282454 -0.068185684428693674 -0.11182986236924253 -0.098282207455517828 0.21889550018914547 0.63077009646905802 -0.049710483693616657 -0.21310834895357084 -0.26740466006366376 0.059810257719657339 0.047387794046261984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 6 8 -8 -2 -1 -11 13 -13 -7
right_child=5 2 3 -5 -6 11 7 -9 -10 10 -12 12 -14 -15
leaf_value=0.12113349713362548 -0.024802441058082183 0.066722796743479487 0.019185809204869626 -0.002049556194936698 -0.064855253353306483 -0.032093340464974265 0.048039832050226175 -0.049336509420955403 0.10796634515193615 -0.26460285176006304 0.035024321985925609 -0.026504796977833284 -0.061841791089432468 0.17870173080900806
leaf_weight=121.22214225912467 1637.5023210677173 94.980602994794026 5110.7680650651455 10527.74653663623 644.76036522301729 16.61254367721267 751.66601430224546 152.18234526956803 45.559919329942204 6.1780557692982248 164.83086961938534 757.21839627294685 511.83759487716452 17.244507944211364
leaf_count=1242 11005 698 29711 54920 1882 141 6220 1046 343 67 1202 90995 24270 79
internal_value=0 0.00358842 0.00250321 0.0048903 -0.047961 -0.0144654 -0.00274202 0.0316444 -0.0212084 0.0644094 0.0241997 -0.0377419 -0.040757 0.0752715
internal_weight=0 16670.5 16378.3 15638.5 739.741 3889.82 2586.91 903.848 1683.06 292.231 171.009 1302.91 1269.06 33.8571
internal_count=223821 89722 87211 84631 2580 134099 18614 7266 11348 2511 1269 115485 115265 220
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=97 158 157 157 129 118 28 144 73 161 87 80 73 132
split_gain=141.718 149.667 154.749 173.631 148.096 135.061 113.855 71.3606 23.4363 16.5802 11.5669 7.85529 7.13048 0.0132107
threshold=-0.020668855065295179 0.69490829513858388 0.2913785179324358 -0.071748039824284765 1.0154509182612959 0.085376522706463245 0.01681941315257655 0.14391464736186529 0.27668384233724164 -0.13353195923748259 1.3481210532944174 -0.14747580300717353 0.063191241934819412 0.26318112028099366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -4 -3 -6 10 11 12 -10 -1 -11
right_child=1 4 5 -5 7 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.081729605888796408 -0.0033769468080616233 -0.083026218569474453 -0.092494884587388915 0.012006129372127874 -0.079531061283357615 -0.012565807089147549 0.26270959331510485 0.066994407270276141 0.28459707035595005 -0.082352152706652193 0.12613910675008683 0.079693248199185926 -0.041706585487548908 -0.098673195120275739
leaf_weight=247.74727419822739 27467.445462544292 11.469483001506886 325.59242304202053 10011.80544290302 44.448090655729175 602.81249439957901 56.180810257443227 131.78564915707102 2.5260303020477295 4.9787772050040067 2.8998107910156241 7.2144885571469768 54.264237398230762 0.5508085936307906
leaf_count=56841 76975 1181 16829 57289 422 6435 232 1565 1 668 1 101 5278 3
internal_value=0 0.000229159 -0.000266705 0.000732323 0.0783195 -0.040597 0.204093 0.0300391 -0.0665754 0.0543208 -0.0726299 0.132831 -0.0745384 -0.0839779
internal_weight=0 38651.5 38407.7 37479.3 243.884 928.405 67.6503 176.234 320.181 15.2701 304.911 9.74052 302.012 5.52959
internal_count=223821 160928 157528 134264 3400 23264 1413 1987 62893 773 62120 102 62119 671
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=15
num_cat=0
split_feature=151 151 194 182 46 25 184 32 115 133 96 79 46 19
split_gain=118.226 206.737 207.549 254.679 241.904 199.829 218.61 116.365 104.015 198.884 110.33 107.447 101.316 83.9678
threshold=-0.41813991884225654 -0.19691279647706394 -0.0033183532249302086 -0.0070793446362894573 -0.037598122513038915 0.044698627739117196 -0.023244407881258328 0.74508231131929292 0.46535502207589202 0.25277400625574853 2.4305216241956695 0.53179238395461892 -0.095501260490595666 0.4240410931916509
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 -11 -1 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.11464749898582197 -0.085852208036968164 0.010547962262279487 0.041537991507732054 0.0031361795164310496 -0.027944268684450657 0.022675520643733259 -0.017110405800085049 0.015222852779883573 -0.12956153278885085 -0.038361469892685018 0.1604514798101474 0.09934527199298826 0.029051118592760435 0.041110048000471903
leaf_weight=50.283171120740008 562.62165910855401 2595.8528518979147 1835.1171513489098 29309.841937183694 4400.1296938492451 1668.1056350993458 8025.5486365577672 142.81566689535975 160.14861408388242 101.61421275837347 62.469280332326889 128.07927127508447 2025.6497645509662 35.154027719516307
leaf_count=746 7475 18267 9980 83057 65766 10143 22405 539 637 284 31 94 4378 19
internal_value=0 -0.001505 0.00190269 0.00539888 -0.0136618 -0.0140035 -0.010264 -0.0653896 0.0205305 -0.0246541 0.0295107 0.0384251 0.0255705 -0.098841
internal_weight=0 48540 38140.9 31145 6995.98 10399.1 9693.65 705.437 2563.4 424.996 2138.4 229.693 2075.93 195.303
internal_count=223821 217632 177070 93037 84033 40562 32548 8014 6189 1034 5155 378 5124 656
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=140 95 48 178 197 26 110 155 28 102 158 22 115 71
split_gain=68.8165 67.7012 74.7724 128.304 82.8377 52.3693 49.0578 27.6991 26.2585 51.097 17.2724 12.4758 11.4642 10.8369
threshold=0.77593679223508083 -0.11177436050458354 8.6038234867051973 -0.022446865202965221 -0.092716642965053719 -0.13127190741400491 0.0791174025638747 -0.030988282795285819 0.41218989006959533 1.5151237220184945 0.059553238091215988 0.038002217643660574 -0.21144297743081489 -0.043428907637047119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 11 -1 9 -8 -10 -2 -7 -13
right_child=6 2 4 -5 -6 12 8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.041105408312798179 -0.16801990737653066 -0.0044135854612528903 -0.067159733817289027 0.018766482739642723 -0.0011967540716531706 0.029513924762979923 -0.0034855514335260596 0.033363091454009355 -0.048102737849434037 0.30356873621915093 0.16023234699118657 0.27789195685884999 -0.097914421912160057 -0.087549590236938951
leaf_weight=123.59023467687075 24.734232610790059 4116.2562961274962 192.58351564686745 5686.8123190657352 16658.85510743723 7.4713093376485622 176.67536633131385 83.826052727396018 233.05981562420493 5.5910865687765172 4.0486345933750263 0.82452179479878296 128.27671731785813 51.230946248557302
leaf_count=1146 7 52980 931 38451 120890 157 1280 1200 4938 43 25 47 1023 703
internal_value=0 0.00152089 0.00208909 0.0090333 -0.0019506 -0.0426127 -0.0360618 -0.0110094 -0.0226066 0.00593345 -0.0445454 -0.109545 -0.090901 -0.0817613
internal_weight=0 26997.7 26654.5 9803.07 16851.4 343.164 496.165 207.416 419.375 182.266 237.108 76.7897 135.748 52.0555
internal_count=223821 216778 213252 91431 121821 3526 7043 2346 6286 1323 4963 757 1180 750
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=15
num_cat=0
split_feature=76 152 20 82 2 68 95 112 193 173 61 197 119 157
split_gain=73.9257 74.177 121.942 128.82 112.879 111.127 104.495 92.2726 11.4172 28.6599 22.9956 5.35619 3.5124 0.00233669
threshold=0.80275816437073944 -0.068563506359063539 -0.1055113594868186 0.4236924855695744 0.0717458026029658 0.3020687232003697 0.0020996537251448083 -0.24432300951644761 0.137205501337712 0.39464376614474239 0.89621246377260932 -0.066104602865834236 -0.27528311804329242 -0.035515319205556742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 -6 9 13 -11 -10 -13 -2
right_child=8 4 3 -5 7 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.0094159648302413104 -0.080541765697111523 0.0073288578739375415 -0.00098395545048784484 0.056689744550032589 0.016432216300330416 0.046032236731408167 -0.029719087629961269 -0.0068869754627454262 -0.21647681150822651 0.15355730895681044 -0.087377412282460404 0.052494417681299976 -0.081836705407752189 -0.084206395716544993
leaf_weight=913.3415301143923 32.073395587703999 1929.2185579897487 2963.477047158045 445.50309945106346 2394.6223683090648 1205.3797793573794 2696.9594047002702 5823.3691800426095 2.9279730019625267 12.184447177220138 5.8697089293273157 1.9811098859790934 111.35695270362521 1.8397763017583191
leaf_count=18771 3889 50616 44041 4227 18588 7176 17929 51052 9 43 61 113 7210 96
internal_value=0 0.00106996 -0.00701093 0.00655314 0.00606636 0.0222119 -0.0198186 -9.20478e-05 -0.0655219 -0.0265559 0.0752254 -0.0829385 -0.0794886 -0.0807406
internal_weight=0 18371.9 7019.28 3408.98 11352.6 3134.6 3610.3 8217.99 168.233 51.9673 18.0542 116.266 113.338 33.9132
internal_count=223821 212400 84968 48268 127432 57792 36700 69640 11421 4089 104 7332 7323 3985
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=74 90 185 191 157 29 130 175 28 131 137 163 91 148
split_gain=89.9177 207.455 129.186 135.932 114.042 252.318 110.049 87.663 67.7921 65.8826 48.1279 47.1968 78.9891 40.5168
threshold=0.62414035224573994 0.71035879207691288 0.23133414081954282 2.3802373788030766 -0.40797404914491114 0.14457159168548686 -0.38379731495007269 0.28119280168552357 0.077352242423581519 0.41885793128898313 0.13901106935091576 -0.42195244065231002 0.037481654771796484 -0.50848317697475764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 5 -1 -6 9 -3 13 -11 12 -9 -2
right_child=7 2 3 -5 6 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.053297175606722695 0.26916971293990338 0.14166827393556922 0.11469669943804744 -0.052877052025064035 -0.044219885245587828 -0.010995813746057818 -0.0012251815957164103 0.21335691894698272 -0.051066184468839121 0.19984653053697476 0.046643186340235329 -0.042100299047407974 -0.030347333165229712 -0.020956420608578122
leaf_weight=1189.6275688282913 4.9685600101947776 21.656862615505815 348.27003279794008 56.221378246322274 619.06439074302762 1253.689080204349 15524.753784057124 19.67405217140913 116.00781224970706 29.213759381673299 68.785045155760599 1034.3278223666202 41.048489316832274 154.23981309287774
leaf_count=9556 61 244 3294 558 19809 4081 165365 86 1652 151 341 17772 188 663
internal_value=0 0.00195195 0.0629277 0.0914052 0.000173392 0.0203078 -0.00287389 -0.0247304 -0.020746 0.0278052 0.0923136 -0.0370701 0.0486126 -0.0119022
internal_weight=0 19129.3 542.156 404.491 18587.1 2443.32 16143.8 1352.26 137.665 257.207 97.9988 1095.05 60.7225 159.208
internal_count=223821 204559 5748 3852 198811 13637 185174 19262 1896 1216 492 18046 274 724
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=15
num_cat=0
split_feature=169 35 29 100 158 74 19 155 171 46 127 127 126 94
split_gain=135.595 280.723 212.044 208.669 180.221 394.403 210.032 178.192 162.17 129.102 181.155 119.688 55.6678 54.2099
threshold=0.68428327545820145 0.37789296496593028 0.0099129755901258953 -0.028561333418748412 -0.27240116796029462 0.46530598890182634 -0.23065997995649395 -0.22901123677485155 0.21482624703891864 1.9582419923520187 -0.0093195520457167343 0.00885601357761444 0.89962869153650404 0.0021861944999086911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 12 11 -11 -10 -2 -14
right_child=8 2 7 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.038339079492921313 -0.1576996366783894 -0.083018635634980131 -0.07465536637192409 0.043413685678266645 0.034684702877075702 0.001966573235017303 0.0021070042961921272 -0.015596779014814904 -0.0078053435035177398 0.02579679644611298 -0.033394163562074211 0.033452781760201757 -0.060757018135488616 0.089679250792315299
leaf_weight=3421.1296548786704 10.09704919438809 170.95484466881317 1190.7914221534156 552.17388718601433 2256.1914262423561 8361.2887754036201 16107.805496183191 894.76362772399443 998.77181220575585 853.79723584535532 1310.9904792392044 2375.3253245675442 25.59181308618281 374.23971115687164
leaf_count=31668 13 16934 5404 2576 12735 11114 124620 2959 7378 1853 1786 4092 117 572
internal_value=0 -0.00290092 -0.0331383 0.0135238 -8.37688e-05 -0.00973653 0.00610948 -0.0493175 0.0135028 0.00901107 -0.0100491 0.0212399 0.0741943 0.0800504
internal_weight=0 32955.1 2808.68 723.129 30146.4 11782.4 18364 2085.56 5948.81 5538.88 2164.79 3374.1 409.929 399.832
internal_count=223821 208010 27873 19510 180137 42782 137355 8363 15811 15109 3639 11470 702 689
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=16 52 159 119 186 113 148 71 74 2 148 97 139 160
split_gain=103.1 230.036 147.848 118.794 187.476 227.406 147.772 130.487 333.638 249.577 111.626 86.4949 49.8411 45.4959
threshold=-0.49239385868530189 -0.07804552391693341 0.213064338254536 -0.20409648606126921 20.250000000000004 -0.32658494220626172 0.43866975461169605 0.58201595475727719 0.47837736009548398 0.11087259426848013 1.4977479053215035 0.21042822918652823 0.56429244476916052 -0.28196167544918255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -2 -6 8 -5 -9 13 -1 -4 -3
right_child=3 10 12 7 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.12441946141279425 0.78620140904783098 -0.18688663126899613 0.025996730233705818 0.00022127780820629538 0.0054176247627014716 0.07452814799391505 0.12386159567720845 0.0046669272991607218 -0.025639732363921947 0.076568318981208291 0.17900299708985612 0.09767016907320282 -0.091578554312532631 -0.084407103777503822
leaf_weight=19.334053509635851 4.5418489975272669 49.340233037015423 55.07329424074851 28057.999699283522 2948.5103845468839 392.83588371326914 109.23604624328436 12049.499721767148 6067.4402681597276 502.90732922987081 15.214626304805277 188.57720559369773 104.4013208784163 355.10319295054069
leaf_count=187 417 130 510 170916 15087 1954 351 17247 11122 538 10 88 868 4396
internal_value=0 -0.0363222 0.0214587 0.000154273 0.0180463 0.0826623 0.00964896 -0.00117011 -0.00437676 0.00754763 -0.086906 0.0770176 -0.0509749 -0.0969091
internal_weight=0 787.044 367.386 50133 3455.12 397.378 3057.75 46677.8 34125.4 12552.4 419.658 207.911 159.475 404.443
internal_count=223821 6189 1653 217632 17809 2371 15438 199823 182038 17785 4536 275 1378 4526
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=14
num_cat=0
split_feature=131 72 129 131 107 180 150 142 23 84 91 65 101
split_gain=67.1879 72.758 84.0777 187.595 97.3979 54.8345 105.38 54.7843 47.6328 76.9745 35.1995 82.2997 34.7851
threshold=-0.49450891641296418 0.062335569286671146 1.0153163336371029 -0.19298335685538079 -0.20728158854539411 35.963186077643918 2.6706501882635716 -0.0062592539128402706 -0.14855433031766038 0.0067579085655619471 0.014037784193018482 -0.022416847643258259 -0.20482203337056618
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 -1 11 -10 -12
right_child=1 2 4 -5 -6 6 -8 -9 10 -11 12 -13 -14
leaf_value=1.4096285958774657 0.058288366614118396 -0.010077308050797023 -0.018987678510203474 0.030620219080179503 0.0021530172547459619 -0.063050819417613077 -0.4333649423490733 -0.047191668915452532 -0.066715060897903231 -0.017377339649115874 0.098895045875645626 0.03936395037399576 -0.050133052094373735
leaf_weight=0.6027069641277184 83.208614779810887 1878.6382332535359 2460.7513865875808 2852.2149907164421 19051.46201048317 189.46132071880857 8.0094354648608697 120.61549189258949 120.12964391882997 1.0138885462656615 16.193296641577035 186.96590606897371 477.70623724130564
leaf_count=29 1857 17909 20333 22216 147041 2191 29 1578 1156 21 321 3355 5785
internal_value=0 0.00174293 0.00238913 0.0144591 -0.000265237 -0.0405155 -0.0780708 -0.00413078 -0.0276226 0.514646 -0.028717 -0.00213204 -0.0452469
internal_weight=0 26644.4 26243.1 4730.85 21512.2 401.295 197.471 203.824 802.612 1.6166 800.995 307.096 493.9
internal_count=223821 213154 207499 40125 167374 5655 2220 3435 10667 50 10617 4511 6106
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=177 122 106 2 178 73 97 44 73 77 52 47 112 84
split_gain=73.0412 90.4145 151.729 117.347 108.846 92.4797 87.9103 80.1284 85.851 72.8764 71.9394 68.0132 33.9158 29.6397
threshold=0.94207648057788729 0.26922765464545512 -0.14431745525718939 0.080140565267547578 0.44652753939214185 0.26236673289167284 0.08616280007539294 0.43335733474833377 0.51057692056032267 -0.15965368880195488 -0.1667210872593943 0.11271869752780118 -0.36822001961032252 0.017171525083696994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 -5 9 10 13 -9 -11 -10 -2
right_child=7 3 5 6 -6 -7 -8 8 12 11 -12 -13 -14 -15
leaf_value=-0.070606643263346924 -0.24692497449399953 0.0090336308654761638 -0.0059500445797132928 0.012586462174915125 0.054616426099276832 0.018841232637420449 -0.016314949689612081 0.48560687558776672 0.090785134639562726 0.37502887071812613 0.0043212365118131171 -0.053470125715043587 -0.059268872669683795 -0.10431246156766666
leaf_weight=327.45568302351967 29.118209030479193 1093.814356332201 8277.5701883149159 2965.1566957987816 1005.3324370251066 1838.9856051804345 1631.5512563701486 3.1179991094395509 15.752540586516259 3.8176426913123569 788.06423057169013 124.64905474452462 344.0393704752787 29.175076849758625
leaf_count=35106 68 7055 125301 22176 6362 15337 4529 15 60 73 4432 650 2626 31
internal_value=0 0.00220347 -0.00361199 0.0112743 0.0308643 -0.00144349 0.00232822 -0.0220581 -0.0121994 -0.0828154 0.00621795 -0.0407364 -0.0526992 -0.175549
internal_weight=0 17139.9 10444 6695.85 2099.15 10116.6 4596.71 1337.73 1150.97 186.76 791.182 128.467 359.792 58.2933
internal_count=223821 215866 175744 40122 13417 140638 26705 7955 7133 822 4447 723 2686 99
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=173 41 155 124 68 185 106 32 136 136 179 106 17 80
split_gain=102.903 192.164 213.976 182.2 172.744 161.737 139.713 142.768 139.637 237.879 135.196 130.156 112.894 110.57
threshold=-0.060459755547611439 -0.016025938874663938 -0.16764956352288488 0.037200288139170985 -0.054820278155270866 0.56619006846005526 -0.087684016906048504 0.0067305453690681659 -0.023691162139352084 0.019834816805505199 -0.14907662050601286 -0.29001278655669088 0.70984662230243689 0.054374983948778481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 13 -4 6 10 11 -8 -2 -10 -6 -1 -7 -3
right_child=1 2 3 -5 5 12 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.025818630328040566 -0.068910295325558243 -0.0023594435512063736 0.037434512827054386 -0.00080240797182892722 0.0030086170426414181 -0.015390570421114708 -0.031358064374769658 0.01914664405932235 0.04751354876559883 -0.033924477636057548 0.058654337055954332 0.020105705083398137 0.30668846909891068 -0.046449963035078451
leaf_weight=766.47971801256062 669.29238674799853 1134.4426627796056 1864.8092819320736 3756.5466996172981 616.00783336967288 768.7302934890613 2098.0241384025576 763.37107782403473 455.77741164679173 1683.5434903336281 1499.273802181473 3167.3099162925428 11.039243448060004 1140.6999894460605
leaf_count=3788 9298 39157 49121 33944 3364 2321 17500 5470 6010 10686 12864 19941 71 10286
internal_value=0 -0.00658069 0.00140972 0.0118822 0.00764318 0.0280985 -0.00107171 -0.0178843 -0.029046 -0.0165743 0.0424493 0.0111576 -0.0108309 -0.0244653
internal_weight=0 10705.1 7896.5 5621.36 9690.24 2895.05 6795.18 2861.4 2808.61 2139.32 2115.28 3933.79 779.77 2275.14
internal_count=223821 158502 132508 83065 65319 18620 46699 22970 25994 16696 16228 23729 2392 49443
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=73 109 90 130 72 168 192 66 58 74 0 123 35 61
split_gain=151.021 242.409 229.28 227.762 218.878 212.399 193.293 147.098 145.449 141.866 134.125 130.275 121.861 83.3265
threshold=0.84277765377767488 0.12780806862017485 0.9444781336389757 0.028202314036850865 0.91709376408645416 21.842923027773125 15.402038686146776 1.5012160226711988 0.26469230005976452 0.8515801840875733 6.8725066270932649 1098.5000000000002 0.24909502889617394 1.4544839349716905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 9 5 -1 8 -8 -3 -4 13 -6 -5 -2
right_child=1 6 3 12 11 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00088196051178542718 -0.11684653123391385 -0.068336323340209046 0.032779331966203834 -0.031884575771310403 0.0021156484928168458 0.026846091901378523 -0.0069056629806277291 0.032706940273955265 0.033971440983104277 -0.05732888171275851 0.042164251717204573 -0.047250756075461031 -0.086890307779144568 0.070184292679921725
leaf_weight=23073.173632538215 253.47174410778098 419.31421176716685 807.0195649258676 2166.3868677374267 832.77417637679901 3138.3358036942809 1195.867607742548 4337.8409104337916 207.83845165371895 223.00414486601949 88.186253790161572 1492.7819614774126 494.74256702302955 26.291668485850096
leaf_count=189140 221 453 2271 3344 1404 15922 944 6695 164 252 188 2228 513 82
internal_value=0 0.0134744 -0.00320416 -0.0266566 -0.000170683 0.00243795 0.0181834 0.0241464 -0.0344315 0.0132706 -0.0653723 -0.0295728 -0.0421109 -0.0992697
internal_weight=0 6528.81 32228.2 3691.15 28537.1 26211.5 6160.86 5533.71 627.153 1030.02 367.95 2325.56 2661.13 279.763
internal_count=223821 8747 215074 6380 208694 205062 8256 7639 617 2523 491 3632 3857 303
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=15
num_cat=0
split_feature=19 127 103 19 57 156 57 128 173 49 192 57 50 31
split_gain=102.561 124.761 123.39 113.081 321.464 280.175 191.635 214.072 208.69 176.948 88.0049 75.8145 52.6536 26.1385
threshold=0.65061435859755667 0.51832983549449019 0.88528351816220552 0.10540220617215683 13.67557656573152 0.49907167583919837 8.4131770264750809 -0.057607709747676102 0.23717853768537858 0.87529461805106268 12.916083411520413 12.001673172723125 0.70075959478759453 0.60157981821228523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 11 6 5 -5 8 -8 -1 -6 13 -3 -12 -2
right_child=1 2 -4 4 9 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0055589961108388833 -0.095190622431267954 0.070753890944207032 -0.10535981245567788 -0.071926866196045477 -0.014937197278707667 0.020123484889951068 0.023688668353845976 -0.0015453880068646414 -0.037923217409134291 -0.1096408104173755 -0.07497888226777831 -0.113319800066162 0.028824800080867737 0.1563936063396435
leaf_weight=18201.606642900151 4.9951370272028752 218.14679214765783 62.806068196892738 342.79759877244942 2373.5335416109883 9336.3490170812875 4600.31146915094 12488.576148092747 2237.2771718752338 215.17900753504364 562.23844535610988 24.932619840488769 53.516753591829911 23.834413528442383
leaf_count=60831 200 352 127 1564 11240 55113 37117 33963 11246 1391 10460 66 147 4
internal_value=0 -0.0330039 0.0195895 0.000157149 0.00849188 0.0168634 -0.00256748 0.00524759 -0.00910164 -0.0228092 -0.0579619 0.0518735 -0.0659571 0.112803
internal_weight=0 950.47 305.885 49795.6 12267.9 9679.15 37527.8 17088.9 20438.9 2588.71 644.585 243.079 615.755 28.8296
internal_count=223821 11356 545 212465 69308 56677 143157 71080 72077 12631 10811 418 10607 204
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=15
num_cat=0
split_feature=151 14 15 189 180 100 197 29 114 14 155 49 82 13
split_gain=70.339 102.632 76.43 71.0158 105.446 70.208 62.6307 61.7166 56.7535 65.134 49.5586 26.3242 19.9656 16.4919
threshold=-0.36908947332402553 0.073334659715565145 1.9836407632525486 14.500000000000002 30.880187416331996 -0.25648540926552854 -0.0095106381827103469 0.015353827559747514 24.099062520482089 0.46360759070998364 -0.13520044561895492 -0.3205649418029623 1.1688963741867335 -0.069135492665844539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -5 -3 -7 -2 9 -4 -10 13 -13 -1
right_child=2 5 8 4 -6 6 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.082986944964081391 0.041130540059713255 0.15335102879172632 0.017110649087074069 0.026534680655220695 -0.003334166240468762 0.045566188129842339 -0.034945070357963119 -0.085260703922876602 -0.041483493934626664 -0.0037514668969347836 0.02919505787487043 -0.075243897061886417 0.086965514135295255 0.32656907813345049
leaf_weight=1.540107293607434 49.447119013173506 29.124745780602098 5808.0249396701583 1271.576916052305 16766.60263330923 147.66309174243361 279.52562959177885 176.66531247133389 373.8651208425872 2016.0155705076177 135.04150392417796 341.84958191284386 7.7602978956419966 2.7190602347254744
leaf_count=77 488 167 47846 9711 135845 1457 1483 784 4457 13127 947 7112 308 12
internal_value=0 -0.0282163 0.00169412 -0.00192674 -0.0012286 0.0031266 -0.00711535 -0.057621 0.00963037 0.0117351 -0.0227285 -0.0686329 -0.0716433 0.178474
internal_weight=0 810.183 26597.2 18264.3 18038.2 456.313 427.189 226.112 8332.95 7824.04 508.907 353.869 349.61 4.25917
internal_count=223821 10616 213205 146828 145556 3107 2940 1272 66377 60973 5404 7509 7420 89
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=88 166 107 148 118 155 1 7 19 16 101 26 138 59
split_gain=72.4382 72.9744 72.0039 78.2829 70.0613 138.779 115.74 62.8899 28.4377 24.6468 21.8345 16.3876 7.69692 6.28012
threshold=6.7391251147440565 -0.058169121697204694 -0.036294482781313024 0.05261454656216815 0.031415806271777376 -0.13520044561895492 -0.028497626456485937 1.050449558805902 -0.3359637506251858 0.26512215043290227 1.1719494884930899 1.1064142801706491 0.10828996618328594 0.86968633992401967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 6 -6 -3 8 -2 10 -9 -11 -1 -10
right_child=7 4 3 -5 5 -7 -8 9 13 11 -12 -13 -14 -15
leaf_value=0.013258786478983105 0.086979834968860359 0.038520695503232068 -0.028217160414346187 0.014580521036700371 0.0068008961375747752 -0.021161649781937547 0.0048970210316902196 -0.094573900089806484 -0.16735319190653353 0.093253612478842271 0.2845938107175911 -0.098188190185311192 -0.080158302655792366 -0.2851053118537063
leaf_weight=9.2728490616027539 4.3619888653047374 1182.2878570001103 1049.6990846422764 720.91940582229472 4720.9253037666786 2844.1758243088516 7634.3406128988154 27.069061611524379 44.1881127036213 23.727367696352307 1.6090018097893324 5.5096811745315781 180.56877325671621 5.0465698242187491
leaf_count=565 50 12925 21851 15029 17431 37414 64383 739 581 317 45 49 52441 1
internal_value=0 0.00116605 -0.0170671 -0.0107918 0.00334807 -0.0037119 0.00940587 -0.0796764 -0.157742 -0.00743222 -0.0733004 0.0571767 -0.0755953 -0.179423
internal_weight=0 18342.2 1960.46 1770.62 16381.7 7565.1 8816.63 111.512 53.5967 57.9151 28.6781 29.237 189.842 49.2347
internal_count=223821 222039 89886 36880 132153 54845 77308 1782 632 1150 784 366 53006 582
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=62 166 67 166 193 181 157 96 3 188 195 195 20 93
split_gain=89.7008 99.5952 94.3324 144.784 106.748 87.4701 94.204 55.2851 54.715 49.4552 48.1853 38.6851 38.0912 25.4927
threshold=-0.19021893245533775 -0.38257988513556523 0.72687803385945415 -0.03185688605321399 -0.083083041376572367 1.6813276159913018 -0.18543752578970774 0.091381798082647334 13.214992317321224 -0.19735465141664324 0.15008793528703659 0.23733333586984859 -0.26743151570062934 0.11029145333544947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -4 13 -5 12 -7 -11 -3 -1
right_child=2 9 5 8 -6 10 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.078953351597670834 0.062991397271617608 -1.682202492041359 0.087266598661468575 0.022409488292557692 0.0014059617806711302 0.55565670347973073 0.0094929981513624997 -0.04421329734689329 -0.035707223983130192 0.11777094350982929 -0.038363155928682835 -0.092381347997592525 -0.24098464087387766 0.60112689513998996
leaf_weight=64.646246386459097 286.11017483455362 0.33966743759810925 340.96496133093024 182.96776380315714 17288.687993237923 1.3781138968188305 286.69435591430374 63.846394049935043 1413.3302196436853 9.1075405031442624 149.95898733934155 229.1618595291875 0.39857678141561237 0.94866650551557441
leaf_count=2084 3049 7 2557 9934 89475 12 11792 216 96165 516 2015 5908 81 10
internal_value=0 -0.0486191 0.00117559 -0.000210534 0.00240855 0.0352881 0.0517421 0.0220289 -0.0290459 -0.0868806 -0.0329539 -0.0843485 -0.904091 0.0865053
internal_weight=0 368.449 19950.1 19171.1 17574.8 778.996 627.659 129.441 1596.3 239.008 151.337 238.269 0.738244 65.5949
internal_count=223821 8822 214999 198623 92524 16376 14349 2310 106099 6512 2027 6424 88 2094
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=181 73 83 109 131 48 25 60 87 25 25 128 59 122
split_gain=133.638 135.933 256.425 211.772 190.851 153.65 142.333 129.123 18.7098 14.5614 8.08567 4.6012 2.35786 0.15735
threshold=-0.15981216342930371 0.82035400015361082 0.98123687789417746 0.12780806862017485 0.88224850275030431 10.311696419547843 0.095150449754535696 0.48968786857316698 0.42866551088377169 0.40732306036026833 0.39019076115054269 0.23324229049933942 -0.0082757190556963529 -0.045930401343634894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 -2 -5 -4 -3 9 10 -1 -11 13 -10
right_child=1 3 6 5 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.091559650963165026 0.00070800006240427237 -0.08571627431102867 0.011779318236600504 -0.00040136763608565287 -0.05720397552123118 0.03048170737486678 -0.050596901796816154 0.060981873800000565 0.050655223601322658 -0.096261665409422867 0.082983362607836411 -0.19954183098379216 -0.037078957257442501 0.082345896843319291
leaf_weight=121.53419155810843 28840.633988196809 322.20844554249197 471.7166980431648 2872.865077041788 580.51249039777758 3667.6594403516501 1629.5465155871352 73.73039317317307 2.346202190965414 5.7272890861495425 2.7133152299211352 17.475224137306213 2.7674779854714853 4.7161510065197945
leaf_count=11350 198401 321 690 3907 1192 5148 2415 228 20 61 16 23 15 34
internal_value=0 -5.61847e-05 -0.00284502 0.0126175 -0.000434669 0.0169166 -0.0365939 -0.0583986 -0.0924228 -0.101328 -0.087748 -0.174048 0.0411592 0.0718179
internal_weight=0 38458.9 31522.4 6936.46 29421.1 6540.52 2101.26 395.939 157.28 147.45 124.248 23.2025 9.82983 7.06235
internal_count=223821 212302 202698 9604 199593 9055 3105 549 11519 11450 11366 84 69 54
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=15
num_cat=0
split_feature=191 160 109 118 145 189 167 124 105 137 27 159 100 63
split_gain=110.759 251.388 240.334 233.567 250.152 224.988 180.694 180.92 170.204 169.672 164.569 163.67 154.334 134.137
threshold=0.51323540861080141 0.39636990793281596 0.7088887616707189 -0.14091244643256293 -0.22664265868272973 39.500000000000007 0.36862786730005015 0.66926037117091697 4.312559143023786 -0.088300642401856838 0.053368202772998134 0.17265180633305929 0.65001606792955491 0.30712835145314504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 12 10 7 -1 -8 -3 -5 -7 -2 -6
right_child=3 2 -4 5 13 11 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0056880731809214567 0.031809952549417181 0.12050760808764927 0.099959101102898837 0.052659061717844971 0.091707342920927304 -0.033910638127569788 0.089842699501876344 0.01875572937802485 -0.0024625917766735732 -0.080376948755767147 0.0085309604206499114 0.00080029257857710037 -0.098976605216607089 -0.053930472785142153
leaf_weight=30097.988252486 236.10094015020877 44.299255182559136 91.806288531515747 954.3135898814071 761.01988498773426 2154.4428644948639 410.0429591453867 3366.6538002282032 389.53932536550565 826.30367837083759 7386.0394688239321 3676.6527536544017 146.03494117036462 68.9726576898247
leaf_count=170386 294 1326 242 1433 613 1764 1144 6014 6557 17763 8275 7455 116 439
internal_value=0 -0.00352222 -0.0539277 0.00664831 0.0487801 0.00304465 -0.00210644 -0.00322895 0.0448735 -0.0701553 0.0135802 -0.0120245 -0.0181707 0.0796048
internal_weight=0 35226.6 962.409 15383.6 1212.13 14171.4 34264.2 33464.6 799.582 870.603 8340.35 5831.1 382.136 829.993
internal_count=223821 203432 19331 20389 1462 18927 184101 176400 7701 19089 9708 9219 410 1052
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=20 154 53 1 10 139 168 46 122 184 89 174 149 1
split_gain=65.9375 68.4558 191.327 119.077 140.684 134.618 89.3525 84.5616 35.8542 22.5684 20.2198 6.73102 3.9957 3.265
threshold=0.97135989787038857 0.11455936530293452 -0.02580349960331042 0.0031642595293080856 -0.079423397990899439 0.13287993954384528 1.6544841184538763 -0.12604055858457849 -0.12756153518005972 -0.056185145252725381 0.3098354984533524 -0.25992915536334099 -0.45223323127153353 -0.32003185670883966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -4 -1 11 12 -11 -2 -10 -13
right_child=8 3 6 4 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.1273431955845446 -0.12942688619776432 0.048066680680014719 0.55418056697682982 -0.039266682170486983 0.0062306784720527093 0.0094480122583633259 0.0013354576639729471 -0.033668754140468757 -0.059957618212823763 -0.082826990468192585 0.0035860963176650978 -0.081334775113379443 0.096252531703489519 0.10765339315196298
leaf_weight=33.157708158032619 1.4140086276456738 1197.4611266822612 2.9239942273125044 899.26451132190414 2782.6637629432371 3666.0557858866305 16528.177049438764 2003.7973521365602 1.9547362928278733 180.0052894516848 31.87257772393059 0.96705711167305963 10.088879215996711 16.707010421028826
leaf_count=2054 19 8082 108 5777 31805 28342 115440 29580 31 1107 381 11 752 332
internal_value=0 0.00127877 -0.00212999 0.00868552 -0.00488148 0.0189564 0.00143324 -0.0310478 -0.0510442 -0.062259 -0.069828 0.0805162 0.0708989 0.0973127
internal_weight=0 27113.5 18568.1 8545.45 3681.93 4863.52 16531.1 2036.96 243.01 223.921 211.878 19.0881 12.0436 17.6741
internal_count=223821 221188 147182 74006 37582 36424 115548 31634 2633 2271 1488 362 783 343
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=70 96 77 197 35 137 177 195 99 139 195 126 175 151
split_gain=73.9639 134.66 99.5338 89.2735 113.971 84.8821 82.8794 80.7921 76.2414 79.7367 76.6115 69.3615 44.5219 42.0813
threshold=-0.030657728127294944 0.0093915596476526423 -0.038718589056096424 0.0079963698715678367 0.046544296471033177 -0.029399168549050947 0.082355656809624714 0.27513596797422041 0.017268873696195244 -0.39519916627942581 0.31793985606136382 0.91838163475505852 0.52853596436232608 -0.27718567648966946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 11 -5 6 -2 -7 9 -1 -10 -3 -4 -14
right_child=1 3 12 4 -6 7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.018054832333633721 -0.040198996385050693 0.030422484247809523 -0.02696909783138084 -0.039686577931110745 0.0019141236453364713 -0.066799911611516688 0.0111309907091953 -0.020901756629603543 -0.0045264373361006754 -0.024028931439411153 0.022721788840040658 -0.014526472999666543 -0.037010535653140247 0.039154704363429424
leaf_weight=622.13080438511679 455.00195655922062 1569.9604166193421 124.99891066812961 771.63540278633172 4493.9288383838684 605.37720160893468 1019.1115547683676 1046.4408692325233 1878.9604007594753 1629.3704460356385 2288.7398576735941 439.38524190327189 76.518143879868148 1395.1240692840911
leaf_count=5560 29478 15192 9541 44039 16522 8217 4215 21281 14334 12782 17941 6420 822 17477
internal_value=0 -0.00479776 0.00798447 0.00266089 -0.0041822 -0.0221561 -0.0047126 -0.037723 0.00242705 -0.0124004 0.0104372 0.0205935 0.0303278 0.0351945
internal_weight=0 10400.8 8015.84 7274.91 5265.56 3125.93 1474.11 1651.82 6419.2 2251.5 4167.7 2009.35 1596.64 1471.64
internal_count=223821 145364 78457 82173 60561 63191 33693 29498 50617 18342 32275 21612 27840 18299
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=15
num_cat=0
split_feature=173 38 155 0 14 163 122 124 178 136 136 80 19 166
split_gain=89.3996 177.065 180.593 177.366 157.751 168.015 136.413 132.686 129.31 120.909 207.708 112.843 111.403 103.897
threshold=-0.060459755547611439 -0.015450008779929874 -0.15804506972727511 0.98502550751415097 -0.17945733722480209 -0.43351783351686279 -0.37145866329449223 0.78542807517202362 -0.087848285595515579 -0.023691162139352084 0.019834816805505199 0.054374983948778481 -0.15802488552006558 -0.31084087868814486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 11 -4 6 -6 12 -8 -7 13 -11 -3 -1 -2
right_child=1 2 3 -5 5 8 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.057177971171135024 0.031407733602050909 0.00011335413826585761 -0.043802514405768544 0.017319698702177058 0.090628386455040955 -0.019824171211917287 0.026327746955857101 -0.041024823133679174 0.037103040762933838 0.045328656739958811 -0.032483793832269361 -0.043413581959856007 -0.057243998521290619 -0.08284835953415863
leaf_weight=108.80028189101722 93.21363521926105 1200.9923676668259 524.84516812942456 4974.9213478454476 163.95144490944222 3244.1026612553396 4981.5581226914655 310.73965199140366 454.98117798761086 432.36970046007627 1660.5607281156772 1181.5871182850969 390.45490713597974 544.4489016558
leaf_count=1091 663 40658 7571 72650 2179 22874 30234 1329 5609 6011 11153 10896 2003 8900
internal_value=0 -0.00607823 0.00152414 0.0114868 0.00721969 -0.00843166 0.0176593 0.0223731 -0.0128222 -0.0280238 -0.0164088 -0.0214729 -0.0323086 -0.0661464
internal_weight=0 10612.9 7882.35 5499.77 9654.59 3863.04 5791.55 5292.3 3699.08 2730.59 2092.93 2382.58 499.255 637.663
internal_count=223821 158502 131775 80221 65319 30662 34657 31563 28483 26727 17164 51554 3094 9563
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=136 130 163 143 68 191 163 86 192 45 135 190 148 20
split_gain=132.332 298.281 268.43 261.1 292.928 246.608 209.152 298.817 191.766 245.592 168.421 119.362 69.8024 37.0153
threshold=0.031236627312796379 -0.028066963848112077 -0.34927385031763841 -0.010037016781083286 -0.08143257726729887 0.19603268278846767 -0.029092228024948954 0.0058167780889628882 5.7979056461810385 0.53176098726907794 0.097505553603482217 0.89836423408002175 -0.63134340434087466 1.2498259536302527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 -5 7 -3 9 -4 -10 13 -8 -1
right_child=2 6 8 5 -6 -7 12 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.075892780834815265 0.0086675565163211385 0.063249528505012975 0.10489917786430727 -0.06302335483056748 0.16090090074999708 0.049319829479107707 0.097910817712473674 -0.0093217357994390109 0.013152390320516492 -0.1212519361811043 -0.0047212438767461808 0.30295980766678748 -0.059059389505246418 0.31259238350754626
leaf_weight=807.77789960676273 210.18916120039648 709.48627058753664 319.450357072521 296.43579992916784 317.07097420614446 573.25491855927976 29.487566732190317 2832.8116416552821 6687.4576120318525 56.514724484295584 24907.011877255456 8.4555964041501266 721.23135033523249 2.4600998114910899
leaf_count=59828 1258 19975 651 1108 684 960 327 30809 32165 110 53542 22 22087 295
internal_value=0 -0.0154966 0.0017817 0.0446897 0.100214 0.0110274 -0.00494766 0.00521355 -9.31631e-05 0.0709044 -0.000938013 -0.0708126 -0.0528937 -0.0747132
internal_weight=0 5111.71 33367.4 1396.95 527.26 869.691 4293.02 3542.3 31970.4 375.965 31594.5 818.694 750.719 810.238
internal_count=223821 133343 90478 4010 1942 2068 73198 50784 86468 761 85707 60145 22414 60123
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=15
num_cat=0
split_feature=93 83 13 79 73 166 130 2 64 148 93 2 56 50
split_gain=106.964 331.663 368.382 358.902 310.678 300.773 263.965 250.426 230.749 219.575 203.468 178.95 145.319 61.8449
threshold=-0.00058112818782813346 -0.021229753864572369 -0.016406467484638278 -0.018235815768925637 0.14011213633391553 -0.087944429979328706 -0.44725594848057604 -0.076982260026552535 -0.019200122305639004 0.17732343409041065 0.0045408523810593938 -0.1640707640932558 -0.17126861526310685 0.061731074796296956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 5 8 -3 13 -1 -9 -2 -8 -7 -6
right_child=1 6 3 -5 7 12 11 9 -10 -11 -12 -13 -14 -15
leaf_value=0.014429959860671335 0.056060297636393613 -0.075569315109573154 0.0030969509375885825 0.1416928203715962 -0.07580387524136252 0.042506465225918152 0.0060248518386101175 0.095398921980871465 -0.027033789905649971 -0.052974451678690339 -0.019782638230510085 -0.0075416749389931982 -0.069729410740193551 0.044563067919171612
leaf_weight=2484.5362387488422 569.41754937637597 464.11664854607079 289.90553567302413 525.56550676503684 180.84568565059453 126.67194394602848 22977.252964984044 607.38446651218692 2919.02099621261 119.33725726703415 933.81304808054119 16855.082377314975 1291.9060181298555 55.875008857343346
leaf_count=20361 1278 5098 7054 1195 1261 2655 39094 4110 21315 1261 3373 55971 59608 187
internal_value=0 0.00152671 0.0383038 0.092421 -0.0112203 -0.0187273 -0.000589481 0.0419362 -0.00796891 0.0710341 0.00894635 0.000284166 -0.0597073 -0.0473927
internal_weight=0 42615.2 2318.7 815.471 7785.58 6822.14 40296.5 963.442 5403.56 726.722 1503.23 39832.3 1418.58 236.721
internal_count=223821 113063 12900 8249 110758 103939 100163 6819 41676 5371 4651 95065 62263 1448
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=13
num_cat=0
split_feature=77 8 129 19 112 61 13 197 151 56 190 69
split_gain=65.1849 67.5334 87.4478 146.87 104.954 76.7931 128.573 83.3438 43.3467 43.4646 39.8454 24.2677
threshold=-0.35914641964089722 0.31573944079751853 1.0158485808455311 -0.24266064292861819 0.013535174416831832 -0.039768062848137851 0.053837876142878126 0.5670407632597253 0.83276603132231508 0.75260940109073104 0.22274881516587455 0.011099746173041469
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 11 -11 -1
right_child=1 5 4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.1140450906307708 -0.026924207215084085 -0.044757578865111447 0.0090024455355756944 0.019999429592615345 -0.0072696908060051763 -0.027663073849938508 0.008250222100040467 0.51456054976176935 0.34074277692878246 -0.01699120117321749 0.26512151332308398 -0.076289894034045694
leaf_weight=6.9249399844557038 764.97368039708817 612.43141433084384 7030.5840386666823 5210.1893026788639 9086.8790796794674 1550.3872510457877 2792.2003497336991 2.6757695069536558 2.7867845483124247 15.279089361894878 7.4464617979247114 205.05851477035321
leaf_count=40 9009 4887 54942 44691 76321 13663 18499 25 28 416 92 1208
internal_value=0 0.0012921 0.00365906 0.013992 -0.000171637 -0.00925557 -0.00457151 -0.0423245 -0.051327 -0.0559822 0.0754484 -0.0700722
internal_weight=0 27050.3 22092.6 5975.16 16117.5 4957.69 4342.59 615.107 237.496 234.709 22.7256 211.983
internal_count=223821 222037 184963 53700 131263 37074 32162 4912 1784 1756 508 1248
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=191 115 176 95 93 21 143 34 196 6 106 91 37 13
split_gain=69.2442 65.6202 150.638 80.3608 117.773 82.6608 74.8771 19.4094 0.00967239 0.00475773 0.00234573 0.00213816 0.00069423 0.000346706
threshold=2.3802373788030766 0.015646319036788214 0.071820910860438777 -0.0048785063867427623 0.035031307135224406 0.023078029190176135 0.067823587270528243 0.56268597920402119 0.40983362040474686 1.107641695029705 0.021706962524281465 0.0659887144841797 44.570491321832307 0.82732240185562034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -4 -1 9 12 13 -12 -2 -10
right_child=8 3 6 4 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.069634413277168836 -0.080852055141617654 -0.021925072878438711 0.024512787710697845 -0.015114070230897414 0.0057188505430804896 0.016630337658164844 -0.099195294806556047 -0.0040140645852376642 -0.080379145587264181 -0.087242355685356932 -0.082125595318972677 -0.0808811522226493 -0.083365735513465808 -0.08303838315140856
leaf_weight=448.28999773230862 1.7144478834306918 625.15687027267995 505.77825799189304 4371.8603066569485 7154.1383017856278 5031.7334247564904 54.167468485618883 50.113802919464433 37.542560711386614 3.6950200796127319 24.757319950906094 31.214541414927226 3.0592295294627547 0.49677117157261719
leaf_count=110735 54 3315 7042 22855 44155 31741 1158 390 1757 2 120 485 6 6
internal_value=0 0.00111928 -0.0230479 0.00260781 -0.00218316 0.0123695 0.0125456 -0.0630364 -0.0813114 -0.0845483 -0.0810198 -0.0814316 -0.082463 -0.0804139
internal_weight=0 18241.2 1058.35 17182.9 11526 5656.89 559.946 498.404 102.48 8.4687 94.0112 55.9719 4.77368 38.0393
internal_count=223821 221391 119325 102066 67010 35056 8200 111125 2430 62 2368 605 60 1763
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=151 146 94 154 98 8 115 166 195 41 118 125 11 15
split_gain=88.3447 143.257 115.404 99.9943 174.924 115.512 85.5245 73.9893 60.229 47.8415 39.7722 39.1671 51.9966 27.1588
threshold=0.04066140376520249 -0.33356792813083808 0.76351911893389679 -0.049836053227064185 -0.051378085239678177 -0.2408125635094622 0.064498140795197209 -0.30301632700527653 0.35256604351811166 -0.042321711026782775 0.012777877358464331 0.60689178158188473 0.064668504332314317 3.2033935119602468
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 -3 13 -10 -8 12 -4 -2
right_child=1 6 11 4 -6 -7 10 -9 9 -11 -12 -13 -14 -15
leaf_value=0.023256264228189868 0.042445246742754787 0.032707675402053202 0.23469973046762141 -0.050361104020129346 0.013547143766868731 -0.01210553434162764 -0.071699526686110945 -0.0061803221960173753 -0.014401054086083359 -0.094228944871777354 -0.01961266660797209 -0.052920234353889498 0.066017415297481466 -0.27017459822374656
leaf_weight=1113.2080752750044 60.646560955559835 581.59985411074013 35.229037104756571 451.56441898083722 8308.641268941421 5428.1173291750383 244.07702690667065 3081.4928883719767 97.001008610241115 332.13468406780157 367.05625651989249 11.288169767824 37.969980967987794 2.9123779460787764
leaf_count=7920 480 2554 255 5502 51207 58321 21166 58281 509 509 16009 295 808 5
internal_value=0 -0.0116694 0.00391092 0.00326738 0.0102529 -0.00608763 -0.00578374 -5.96208e-06 -0.0627291 -0.0761848 -0.0404153 0.120463 0.1472 0.0281205
internal_weight=0 4766.92 15386 15301.5 8760.21 6541.33 4274.23 3663.09 492.695 429.136 611.133 84.4872 73.199 63.5589
internal_count=223821 99513 124308 122950 56709 66241 98010 60835 1503 1018 37175 1358 1063 485
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=15
num_cat=0
split_feature=64 16 55 106 27 190 58 33 0 86 117 193 127 113
split_gain=134.863 131.534 227.391 255.367 232.705 155.778 192.913 146.761 116.896 81.0631 99.5631 45.5955 21.0053 2.57255
threshold=-0.0092450793545750844 -0.25634900187959503 -0.074492514862688639 -0.35596741194669951 0.41531020125439161 0.094155844155843785 -0.21056473655642696 23.290447071201619 0.82919586458271122 -0.1555541491308825 2.985895956605336 0.82564184711537558 -0.065707347642556313 0.40410389326386925
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 -1 -14
right_child=1 2 4 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.081735274310370296 0.096253974634568237 0.015653233401899492 0.0072617423233002354 -0.047487495279790244 -0.011875293053016996 0.044189677220129564 -0.02098072501457578 0.0086415614869925494 -0.081780852456590586 -0.072695848889800949 0.20102493641690519 0.0019204909387718081 0.10192891941756364 0.16035545971184298
leaf_weight=6.2645258406555504 152.78698396477557 918.87793481218978 17915.893245860887 2114.6017393910333 9846.2534654668125 1897.2573550009693 1726.0052499445083 2994.364481987519 23.211937152082101 573.48684141806734 26.846486858717981 95.537126192619326 45.385654675992555 9.0365039741154742
leaf_count=501 693 1252 80322 11592 16167 5629 10722 7234 3299 85293 391 541 175 10
internal_value=0 0.000408571 -0.00236593 -0.0283614 0.000474511 0.0130286 -0.011447 0.0224292 -0.0416084 -0.0528564 0.0698888 -0.0620406 0.0916697 0.11163
internal_weight=0 37566 30795.6 3033.48 27762.1 6770.41 1878.79 4891.62 779.769 719.082 50.0584 669.024 60.6867 54.4222
internal_count=223821 133611 109333 12844 96489 24278 11415 12863 90210 89524 3690 85834 686 185
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=15
num_cat=0
split_feature=29 65 19 34 93 73 93 77 89 72 94 158 128 18
split_gain=106.384 137.268 210.381 156.172 137.443 297.396 248.781 114.409 103.326 115.377 72.4292 30.0319 27.8658 4.49738
threshold=-0.11441128060287216 -0.053467027539630653 -0.029706547731976767 2.8909109546787044 -0.00058112818782813346 0.13566282318206122 0.010231130786619294 -0.094398852580060949 -0.12676769984939615 0.031988052120649736 0.009146256070457966 0.030621214516495618 -0.54067474323461451 0.2222035313296705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 10 -10 13 -12 -11 -1
right_child=1 4 7 -5 6 -7 -8 -9 9 12 11 -13 -14 -15
leaf_value=0.038689793093437654 -0.076187329511311713 -0.022356158450953886 -0.087872302303186184 0.16430253707769457 0.029841352022416136 0.044596866055293755 -0.00070020167856862231 0.073351487105621255 0.11670589649753352 0.079633944371809137 0.10521396308476721 -0.085952109929794865 -0.084757012119805256 -0.085641101325277219
leaf_weight=3.1563413520343593 206.94009578728583 5594.4320296897204 46.976313445717096 31.055202923947945 2860.3952784293797 752.68825997586828 39463.101602812647 698.22245643800125 31.968630198505707 10.584009928337762 79.992798706633039 9.1588220901030564 400.28652720604441 37.184833805571543
leaf_count=64 4814 77817 1859 20 18571 3924 91714 5706 71 234 104 431 16637 1855
internal_value=0 5.33179e-05 0.0370466 -0.0448066 -0.000693982 -0.0144164 0.00136392 0.0631882 -0.0433081 -0.0662844 0.0352661 0.0855749 -0.0805223 -0.0759133
internal_weight=0 49653.8 983.194 237.995 48670.6 6347.12 42323.5 745.199 572.332 442.839 129.493 89.1516 410.871 40.3412
internal_count=223821 204425 12399 4834 192026 81741 110285 7565 19396 16942 2454 535 16871 1919
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=13
num_cat=0
split_feature=185 195 158 182 152 140 127 3 58 195 87 164
split_gain=63.263 75.0463 138.078 108.686 75.0551 160.516 90.8307 52.4963 38.1116 27.0718 11.5506 5.90387
threshold=2.1250261550606053 0.68581163101680642 0.20470706060449542 -0.031395528880887154 -0.058352947107604948 -0.08224431199364711 0.65022933567019059 372.88730963789038 -0.32929175225313562 0.20900306975136426 0.0065505749533662635 0.31574065910118515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 -2 11 -11 -10
right_child=8 2 7 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=0.0054027915223563289 0.30689375504406002 0.12837130971017652 -0.023125663760449437 0.027536562076008266 0.0045813697562619672 -0.022868940996774625 -0.042376176259857123 0.059838413390652413 0.071871631996242608 0.054694056086084825 -0.07210761678197869 0.29916910448571593
leaf_weight=4108.1748449786974 2.8540247455239287 114.87675695144571 771.85046699782833 1538.2566436194611 16019.381658588492 3928.7334213122012 422.80077655642526 84.631850353442132 2.4289452563971272 7.4809696944430462 180.8621403920697 2.1580195501446724
leaf_count=28206 23 1100 2624 13567 118875 54735 1699 381 28 19 2551 13
internal_value=0 0.001191 0.01766 0.0345436 -0.000497418 -0.00841746 0.00337388 -0.0149277 -0.055859 -0.0612252 -0.0670711 0.178808
internal_weight=0 26988.7 2509.62 1653.13 24479.1 8036.91 16442.2 856.482 195.784 192.93 188.343 4.58696
internal_count=223821 221187 17672 14667 203515 82941 120574 3005 2634 2611 2570 41
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=15
num_cat=0
split_feature=142 52 100 112 195 77 138 177 192 193 118 118 27 118
split_gain=67.4925 143.83 145.466 105.577 101.5 144.014 125.898 94.4616 92.5399 80.8457 82.1885 76.973 163.909 62.5889
threshold=1.1525759829395972 0.66841734938669928 0.16698558285645235 -0.36822001961032252 0.32018038629346435 -0.14298478071964868 0.10605073643537948 0.94207648057788729 25.438188422309075 0.46520060913595068 0.16024578208017459 -0.27351358974820555 0.19080243816331319 -0.070203875388393649
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 11 5 -1 -6 -4 -3 10 -5 12 -2 -11
right_child=3 2 7 9 6 -7 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.03630387622976064 0.081353668839352633 0.03132415006712929 0.14904774457718459 0.043631446874228416 -0.011962181379660798 -0.0012143547953574741 0.013295431566399677 -0.068873934793510644 -0.03931800327834193 -0.16714777681498927 -0.037119499532212587 0.051873855588153453 -1.5931482592322674 -0.048243997640049135
leaf_weight=1616.0702491370103 1.6916679814457887 1224.2724581251368 144.51775142313272 213.83126477618498 2799.8925015174973 4234.0012486250071 6686.1562836191988 23.065551456995308 218.54111955326516 48.058145436982159 307.00520752437296 203.19534405227751 0.89322183467447747 561.56733688189706
leaf_count=6606 50 15584 351 1507 16905 65469 110548 59 365 84 1183 1483 15 3612
internal_value=0 0.00243705 0.030867 -0.0209064 -0.000548293 -0.0109078 0.00584042 0.119054 0.0206241 -0.0328991 -0.00396691 0.0449757 -0.497279 -0.0576174
internal_weight=0 16946.5 1610.4 1336.24 15336.1 5850.07 9486.05 167.583 1442.81 1130.46 520.836 205.78 2.58489 609.625
internal_count=223821 215887 16359 7934 199528 72075 127453 410 15949 6386 2690 1548 65 3696
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=15
num_cat=0
split_feature=96 73 195 31 125 155 28 166 172 56 72 152 169 163
split_gain=80.6079 230.104 123.686 107.84 123.756 153.185 118.86 76.9222 69.5426 74.35 63.4348 61.3426 56.3388 31.4927
threshold=0.45678017331156812 0.51057692056032267 0.29228875109341473 1.6390397943562223 0.082606429818391669 0.0097595392818013663 -0.037146962292958684 -0.16829477598789291 0.48198637941955919 0.093766079414241629 0.5894940335743527 0.11772068177604633 -0.22350739014967116 -0.18985516439487354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 -6 -1 -5 9 -3 -4 -2 -10 -9
right_child=1 8 10 7 5 -7 -8 13 12 -11 -12 -13 -14 -15
leaf_value=-0.018310310981078881 0.14175496480689889 -0.010536137954953756 0.022508099549568037 -0.082193582949245433 -0.022345393063817328 0.002708814321363353 0.013925603197294531 0.46532831610846703 0.79192255843101611 0.12379816040713927 0.1116796561405782 0.011524424352606706 -0.046851789126199285 0.02953811019773285
leaf_weight=1378.7160630909202 181.70363210502546 168.5932329641364 724.06360512823449 264.75783816166222 4331.6906244227575 5589.1965092804239 6713.3015487175289 1.7051305947825302 0.80214787356089701 54.526081863325089 89.654490688699298 45.157916281292273 472.43112310078868 60.336419908271637
leaf_count=51695 1337 1087 5351 301 18765 39260 86838 10 26 439 1699 836 14539 1638
internal_value=0 0.0207622 0.0505369 -0.0017774 -0.000744532 -0.00823044 0.00843326 -0.058708 -0.0237309 0.0222926 0.0323329 0.115832 -0.04543 0.0415152
internal_weight=0 1736.93 1040.58 18339.7 18012.9 9920.89 8092.02 326.799 696.353 223.119 813.718 226.862 473.233 62.0416
internal_count=223821 25314 9223 198507 196558 58025 138533 1949 16091 1526 7050 2173 14565 1648
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=118 103 2 72 86 95 19 169 187 170 184 74 44 38
split_gain=133.726 198.49 406.219 258.172 236.703 399.559 231.013 204.748 138.778 146.546 134.11 129.467 109.204 84.2789
threshold=0.76053982825910793 0.48855764045167788 -0.24437887791303822 0.77159292988916883 0.61612198198567392 0.37385920514182353 0.18522267484861352 -0.17591523061324255 1.5146375137103822 0.027977698839439031 1.6813276159913022 1.2997737759325529 0.94675058227344533 -0.010003949764611428
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 11 13 -11 12 -2 -10
right_child=8 4 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.088809907437864932 0.039099011317600595 0.030950450780085365 0.001877670949208537 -0.034195725472747525 -0.048438456060681534 0.006694400153160654 -0.025646581475587116 -0.048868295965410036 0.062349007933851057 -0.078627343551570833 0.01446483410576887 -0.048563446285832812 -0.012374728889119897 -0.12230378092697372
leaf_weight=112.33936379930674 2699.9399387643425 4748.1791160969733 14314.267482466657 2303.1936392825883 1641.7461960825603 6594.601547050057 850.34680784621742 2806.8028689768726 29.31639276817441 179.94168268889189 1105.4294053316116 217.1372007895261 486.41421603597701 157.57168936356902
leaf_count=4942 7342 9439 161212 3496 1320 10556 1951 20422 23 220 1676 192 933 97
internal_value=0 -0.00267581 -0.00916581 -0.00312213 0.0064889 -0.0042952 0.0223541 -0.0435699 0.0150538 -0.0105975 0.00143267 0.0261499 0.0312413 -0.093338
internal_weight=0 33371.5 19536.6 16617.5 13834.9 8236.35 5598.53 2919.14 4875.75 1472.26 1285.37 3403.49 3186.35 186.888
internal_count=223821 213338 190072 164708 23266 11876 11390 25364 10483 2016 1896 8467 8275 120
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=14
num_cat=0
split_feature=109 76 55 118 157 157 157 127 31 162 86 148 13
split_gain=100.67 118.169 105.302 104.156 227.45 190.542 98.4679 5.36356 10.2698 1.54414 0.452324 0.163695 0.148133
threshold=-0.42282166213587058 -0.36558658846574016 0.58969047451286372 0.28667139185073282 -0.019546029201652174 -0.085117432796945905 0.092217110466789168 0.19599083249391677 0.39819592148117117 0.088054560463831574 0.12678743123714034 -0.35993209260457215 0.12255761661323782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 10 11 -4 12 -9 -1
right_child=1 3 9 5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.088106548051834238 0.11371377409436328 -0.001497494342179721 -0.14478972693797384 -0.00103671980360123 0.019255212692560864 -0.027548716705040416 -0.090771921706861117 -0.11884238371692624 0.089101874526841471 -0.094839627215522193 -0.113207225043997 -0.084358959989944152 -0.081565630564086417
leaf_weight=67.621842395572457 203.10547389974818 28947.136813617341 8.7447016984224337 10549.908410600154 6459.8161797244975 3648.2974514215603 26.637214917340316 1.7989401007071135 5.2502686217194423 21.175675079110079 5.8233067262917748 5.8639334409381245 70.953625037334859
leaf_count=2001 225 80882 16 21494 91643 18053 545 9 4 375 39 308 8227
internal_value=0 -0.000260759 0.0670236 -0.000612966 0.00228873 -0.00784911 0.0900049 -0.080383 -0.0186366 -0.109438 -0.0859048 -0.0924543 -0.0847575
internal_weight=0 49864.8 259.663 49605.2 35407 14198.2 229.743 157.312 12.9131 29.9204 144.399 7.66287 138.575
internal_count=223821 213233 1161 212072 172525 39547 770 10588 321 391 10267 317 10228
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=14
num_cat=0
split_feature=157 158 157 155 140 149 170 122 9 175 1 12 183
split_gain=64.0062 66.2631 109.255 103.956 182.588 140.212 93.0702 88.3989 4.36075 35.6092 12.4726 2.7466 2.59692
threshold=-0.49176382482268366 0.29779017830580978 0.23398139034462792 0.043929727414430068 -0.03156537556598582 0.89958798259041883 -0.1004291370154846 -0.17650509185265409 -0.36863764539902194 1.4525154038400661 -0.36272614918458396 9.8541237671632569 4.6157078181951876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -5 -3 -4 9 10 -1 12 -10
right_child=1 2 7 5 -6 -7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.080346207003812398 0.009118479524187326 -0.10238930309050226 0.10716778650406558 0.015132941471756884 -0.015359900583906613 -0.082236671002564113 -0.023291390611938818 -0.0030170558433824188 -0.078428549436879852 1.2369348858040168 0.40571646577026288 0.040757449696000009 0.1838223362369934
leaf_weight=5.7743910779900034 6949.0675211385824 174.50756868440658 73.747938672779128 7499.5514035014348 5427.0600274276512 150.86518487372086 1008.1547064890619 5737.2335097332252 114.3929583050558 0.22766608055098903 0.58104736544191737 1.9960176874883462 0.37884434300940384
leaf_count=1232 42581 559 1146 66863 52686 736 4001 46351 7543 31 5 20 67
internal_value=0 0.00112265 -0.00725733 0.0040491 -0.00161554 0.0132128 -0.0349627 -0.00161869 -0.0710759 0.0081114 -0.0359078 -0.0755403 -0.0775629
internal_weight=0 27020.2 6993.64 20026.5 12376.1 7650.42 1182.66 5810.98 123.351 6.5831 6.35544 116.768 114.772
internal_count=223821 214923 52057 162866 95267 67599 4560 47497 8898 1268 1237 7630 7610
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=13
num_cat=0
split_feature=28 127 19 10 165 158 38 139 101 182 101 158
split_gain=64.4278 64.639 92.2104 83.9993 69.9972 88.5436 86.4332 56.4032 8.43043 0.850704 0.479662 0.20529
threshold=3.7209708264758219 0.5506033268907381 -0.55422292126346984 0.14505467902146471 0.40677774259843263 -0.32950061551276183 0.050168524376635902 -0.15954536455651333 -0.13427361829126092 -0.01400471231706722 -0.083640031709986171 0.038979939350936584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 -2 10 -10 -11
right_child=8 2 3 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=-0.02024133046875011 0.034814205637490714 0.39891074718985653 0.0049193721391882841 -0.066243802082036687 -0.05711553881249172 0.010136316540781606 0.0022779907038663889 -0.080786945027994814 -0.13031525967450713 -0.080958427878556949 -0.087143301536267884 -0.091346720204259185
leaf_weight=2365.429152004217 5.8130657388828686 7.982324235024862 305.3125524032148 363.17043357336661 200.21315371739547 8824.0666571994225 6098.9508942133143 3.5373674732982163 7.3277020305395126 41.215803038081503 3.9666745806462114 35.329144424584229
leaf_count=97646 36 59 5885 1683 5513 76347 34822 107 9 1460 72 182
internal_value=0 0.00134103 -0.0289078 -0.0337418 0.00251718 0.00864426 -0.00401519 0.251609 -0.081815 -0.0895333 -0.115153 -0.0857531
internal_weight=0 18168.7 680.003 668.483 17488.7 9024.28 8464.38 11.5197 93.6524 87.8393 11.2944 76.5449
internal_count=223821 222062 7734 7568 214328 81860 132468 166 1759 1723 81 1642
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=15
num_cat=0
split_feature=44 38 115 115 134 21 55 74 119 88 31 176 134 94
split_gain=81.3131 131.13 154.656 133.043 128.036 120.463 117.932 115.897 115.179 81.3895 72.7447 91.5179 60.6259 39.8203
threshold=-0.12613775151830398 -0.083887009663765957 -0.22602437259965591 -0.15581550337471736 -0.071826109363734472 0.08813914322489709 -0.010707785758399617 -0.13736242720528799 0.0081437311109194051 0.0061947438474400972 -0.17584678317833144 -0.14116054005793671 0.021855512675721053 0.0017012613904059241
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 4 -3 10 -5 -4 12 -10 -1 -12 -7 -2
right_child=1 3 7 6 -6 8 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.037019191132854422 -0.2933397249330047 -0.025341529319812473 0.063519746448408881 -0.014985304779602707 0.042344582988795662 0.010793157222400899 0.0035753097332017533 -0.063986676422179284 0.049855904978016813 -0.012081305273991913 0.032419906008619555 0.10244232652490626 -0.042704191623028763 0.085181074993251241
leaf_weight=105.70329990678874 2.8554484299384049 361.56826443120372 78.414750431096763 5518.9339390238019 1230.7635889661469 320.85329564065614 9015.5057833326427 784.19028087029437 541.841913752869 348.69351994874887 731.4154030928039 250.60377105788211 623.4370351996622 104.12401617171417
leaf_count=1062 44 3785 740 67272 9368 2386 113908 4081 3783 1436 9022 2979 2284 1671
internal_value=0 -0.0026135 -0.0383309 -0.00046607 0.0269752 0.0154361 -0.00347242 -0.0523958 -0.000195664 0.0256041 0.0418046 0.0502891 -0.0245267 0.0750778
internal_weight=0 17096.4 969.584 16126.8 1592.33 2922.55 14534.4 862.605 1834.83 890.535 1087.72 982.019 944.29 106.979
internal_count=223821 200869 6536 194333 13153 22952 181180 4821 9889 5219 13063 12001 4670 1715
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=115 143 44 118 52 167 133 5 65 20 10 103 154 193
split_gain=122.353 140.286 300.882 303.226 211.536 204.7 230.666 204.468 52.2059 54.5422 46.3985 23.331 5.38377 2.94119
threshold=-0.19478315630084328 0.0021719400065163667 -0.00095212101383013918 0.51980461421380986 0.058381308047509843 -0.36745480912842321 0.13867698855050056 -0.023101188590166296 0.78639371583725104 -0.48645484856395621 0.10396513467907618 1.0874474109971413 0.31720655111393742 0.95117711803148153
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 13 -11 -10 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.043884114794566588 0.070379681722048143 -0.036361768636633984 0.014878947626495304 0.027832074572800649 -0.0067008051464301725 -0.012832419719367168 0.015629510250901157 -0.020607565277797696 -0.088380964752891047 -0.079922524452833266 0.11187111171620226 0.13414727851808236 0.052864691540783375 0.25330145257003861
leaf_weight=0.76581714490384811 943.91995890680118 4348.6351998113205 7349.2531272990345 885.7050813427195 11893.835878388185 4683.6838558309464 7262.913419256176 334.50599729207897 9.5007806796347705 339.77644283276095 13.099806455284122 14.838884444907306 18.074144002050161 5.3969454765319824
leaf_count=155 9176 18046 19008 2080 67213 64841 22617 2337 50 17853 398 12 33 2
internal_value=0 0.00024216 -0.00424155 -0.0254995 0.00154086 0.0085408 0.00447096 0.0465725 -0.0552574 -0.0676518 -0.0728026 0.0496629 0.0895111 0.227278
internal_weight=0 37702.5 24477.4 5234.34 19243.1 13225 11946.6 1278.43 401.453 359.039 352.876 42.4138 32.913 6.16276
internal_count=223821 205318 106347 20126 86221 98971 87458 11513 18503 18408 18251 95 45 157
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=122 173 8 122 35 63 109 141 9 35 161 16 95 154
split_gain=100.729 118.582 397.882 228.082 217.622 214.837 204.811 180.761 110.317 120.72 83.5738 60.9356 60.2209 2.99428
threshold=-0.39698452161470005 -0.044695585823476575 -0.038095501351943221 0.15752033882037766 -0.017290108477055335 0.029933601865413561 -0.24000350998653028 70.921838054816121 -0.39086735696130848 -0.011405101334954634 -0.34210196797405257 0.042887797313859034 0.65640872293635444 -0.21855618539454194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 5 -3 -2 -4 -5 11 10 -10 12 -1 -11
right_child=1 2 6 7 -6 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.039124942087721937 0.0072994801596601615 0.034491256760634616 -0.064070992479665925 0.073730329831544969 0.0036788383731381001 -0.016078960002415519 -0.0030645077559019063 0.44227809835442167 0.098201976724481888 -0.18242062035892262 -0.14514352130825034 -0.10184819851716925 -0.093152928655184333 -0.097594633074772882
leaf_weight=177.7079629652435 5786.7430748995394 4923.9404517753283 564.98698749014875 174.78662027578685 4288.6299564568908 12255.78457791757 21174.048958882777 14.40490641677752 349.25080819486175 4.8679582001641384 14.707452263683079 57.803622810635716 42.683570066466928 28.668542138068005
leaf_count=848 38209 9710 32832 286 16116 33927 90023 22 380 25 160 1011 86 186
internal_value=0 -0.00103773 0.0027308 -0.0074355 0.0201475 -0.00858084 -0.00465004 0.101791 0.0378369 0.07164 0.0883685 -0.010462 0.0135065 -0.109907
internal_weight=0 49183.3 30951.6 18231.7 9212.57 18042.5 21739 189.192 675.69 397.495 363.958 278.195 220.392 33.5365
internal_count=223821 221125 148681 72444 25826 72136 122855 308 2696 751 540 1945 934 211
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=15
num_cat=0
split_feature=118 124 172 192 169 9 107 115 38 49 94 154 31 188
split_gain=63.1479 111.828 93.7974 81.8928 80.4765 71.9713 103.594 103.54 136.058 99.3746 92.2145 87.2706 60.8028 57.8425
threshold=-0.2368093564853202 -0.42708786015172789 2.9583949517508668 15.026882764491065 0.3281866632529985 -0.16135433899466811 -0.20728158854539411 -0.051399152796533704 -0.065003148139357064 0.014775732733796796 0.0059993777764559744 0.034985563604548249 -0.023415337499338485 0.069575895637936383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 -1 6 10 9 -9 -7 -2 -8 -5 -3
right_child=5 3 -4 12 -6 7 11 8 -10 -11 -12 -13 -14 -15
leaf_value=0.16108945348405496 0.082947623158118336 -0.055815803371441867 -0.031861401990751152 0.015149088805975595 0.58224198708185526 -0.0069507121427813227 -0.0017729212071625547 0.12704913804306076 0.0027205483112209988 -0.047372091892813384 -0.036180729577419538 0.042610878472747055 -0.038075451361796936 -0.17968785398774387
leaf_weight=19.334746446460489 74.997455512158922 169.88553719950869 19.537747560534626 381.15928380659898 5.9284300473518661 3482.4453806063393 654.29969679629721 88.428482517134398 19060.544507675542 736.91098640575365 486.39254477890063 1371.9217179102525 491.2779271586478 48.446326104196487
leaf_count=230 1971 1610 622 5382 96 37337 20534 943 120436 4578 4615 18317 7030 120
internal_value=0 -0.0221695 0.132674 -0.0285293 0.25992 0.00192237 0.0177467 0.000170119 0.00329469 -0.0140103 -0.0202661 0.0282786 -0.0148222 -0.0833022
internal_weight=0 1135.57 44.8009 1090.77 25.2632 25955.9 2587.61 23368.3 19149 4219.36 561.39 2026.22 872.437 218.332
internal_count=223821 15090 948 14142 326 208731 45437 163294 121379 41915 6586 38851 12412 1730
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=14
num_cat=0
split_feature=195 185 159 157 38 158 178 106 132 158 179 151 157
split_gain=63.5693 67.1012 63.472 104.434 93.292 44.136 27.8353 35.0024 21.5704 6.59193 5.79197 4.75774 3.47471
threshold=0.1432331000577311 1.7204429323791548 0.27673412244257994 -0.35534510952460241 0.050168524376635902 0.43771307033949086 0.17771207897343033 0.28282466432893688 0.13567183256665313 0.097588522969251329 0.38359786993064249 0.25800183348465505 0.17407560959140148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 9 7 10 11 -3 -1 -8 -9
right_child=1 5 3 -5 -6 -7 8 12 -10 -11 -12 -13 -14
leaf_value=-0.10549809618463012 -0.025987997191760377 -0.082337664650737122 -0.06292089788018905 0.0069297956331223591 0.00050168436519338786 0.13637677316633609 0.10886879544358322 0.13396586621279452 -0.082413799543233149 -0.021360920736033333 0.14740730260402954 0.038064275477230597 0.030243506492553238
leaf_weight=20.042570601686752 1829.7262050870049 141.38739443321538 218.29741924371592 10982.543130516689 4863.1418031540215 10.55389485042542 94.921846349054249 11.049689791107083 6.7648999185767016 20.270830753608607 0.94839390087872644 10.544516501948236 4.5637602305505416
leaf_count=1196 85293 3299 8006 97986 27231 28 382 48 19 179 2 123 29
internal_value=0 0.00036671 0.000964593 0.00556845 -0.00674018 -0.0617564 0.0659891 -0.0097351 0.0906866 -0.0746916 -0.0940716 0.10179 0.103648
internal_weight=0 18065.9 17893.7 11200.8 6692.87 172.212 148.836 36.6044 112.231 161.658 20.991 105.466 15.6135
internal_count=223821 222022 218516 105992 112524 3506 1799 1275 524 3478 1198 505 77
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=15
num_cat=0
split_feature=157 11 195 109 17 73 119 171 83 158 76 18 191 96
split_gain=82.8155 90.4705 167.039 186.946 172.291 123.684 169.448 151.23 44.9384 18.8236 28.5569 22.0203 18.0867 59.7274
threshold=0.059421356971489675 -0.35349157548915927 0.35128683329356336 0.67127224525799856 -0.043295634687482487 -0.061144316122198186 0.055358137796993771 0.089848885585681756 -0.1462547072347298 0.3295236647742919 0.7627923132538007 1.5528623739039507 0.11764705882353001 0.5745425369140208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 11 -11 -2 13 -10
right_child=8 5 4 -5 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.020308052006948265 0.024261772090809132 -0.044795878525648807 -0.043902840805713446 0.3882272827433349 0.01180863579359142 -0.014848214266014632 0.010300863904834581 0.02180614454866657 -0.035888098646765162 -0.054838692766519093 1.4046305491770095 0.56050095616643325 -0.072575954836062648 1.0042283716693756
leaf_weight=757.99660040379968 136.46717813250143 366.91615206841379 1734.8058751345961 14.066883128602056 816.30072047829162 5134.1915893491605 5602.7203912808764 4813.3422966452054 321.96924728508748 40.743662638182286 0.13450935215223481 0.77010655050980759 196.75316521324567 0.55303792809718189
leaf_count=6398 3761 655 5929 150 6698 37941 37181 29181 75467 6531 10 96 13711 112
internal_value=0 0.00126476 -0.0137426 0.0270115 -0.0260763 0.00439798 -0.00172496 0.0170887 -0.0338144 0.00952858 -0.0500363 0.0272709 -0.0486814 -0.0341046
internal_weight=0 19240.3 3323.17 772.063 2551.11 15917.2 10736.9 5180.26 697.391 178.115 40.8782 137.237 519.275 322.522
internal_count=223821 124133 19175 6548 12627 104958 75122 29836 99688 10398 6541 3857 89290 75579
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=19 174 164 89 158 77 4 73 167 119 130 73 169 21
split_gain=118.18 145.351 182.087 281.015 197.218 136.823 111.378 105.862 101.82 90.8859 88.96 62.0363 61.4354 43.2964
threshold=-0.43100846974716339 -0.21639144216034137 -0.32414441063028782 0.063592889229651922 -0.27240116796029462 -0.029649613670532305 0.17724513141688389 0.86664508257475592 -0.37151957614605974 -0.15653457311755758 0.8754666361450959 0.31757879447604637 -0.038276893890207463 0.20965045210529074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 6 -1 12 -9 13 -11 -8 -2 -7
right_child=1 2 4 -5 -6 9 11 8 -10 10 -12 -13 -14 -15
leaf_value=-0.1250391813575025 -0.093888059696448187 -0.053851125688546254 -0.013327568486622794 0.046190247691114211 0.0029645234412778937 -0.13993532777531836 -0.062518808617351873 0.079707858401256992 -0.079314304803055596 0.066596281983924227 -0.047375335513480832 0.03959106065827088 -0.025469053315967879 0.045923218511964285
leaf_weight=82.895176582249405 336.89635845504927 339.17389673295838 10980.258075025056 1630.9715931225219 22980.329993259082 36.007448170148564 87.129818011293537 111.24601626209915 63.103656707331538 811.21885274801389 74.800876511726528 187.62262680346612 214.98992153965992 19.226547399244737
leaf_count=1936 5391 16948 27405 3749 161022 182 2976 121 70 2339 85 359 1181 57
internal_value=0 -0.00148371 -0.000588475 0.0289674 -0.00230309 0.0292097 -0.0234427 -0.0457757 0.0221518 0.0492159 0.0569744 0.00720986 -0.0672351 -0.0752393
internal_weight=0 36657 35930.7 1970.15 33960.6 1298.9 357.648 726.236 174.35 941.254 886.02 274.752 551.886 55.234
internal_count=223821 215887 209124 20697 188427 7934 5271 6763 191 2663 2424 3335 6572 239
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=15
num_cat=0
split_feature=182 165 121 16 122 152 112 110 105 182 169 121 124 102
split_gain=99.1722 160.263 188.518 185.041 173.804 157.726 205.582 327.484 219.208 142.963 138.648 255.801 245.468 97.3421
threshold=1.3202803922547044 0.24860603963946723 0.39235876964914324 0.57587098317558338 1.260393781607513 0.19828832678154715 -0.026557704384542632 -0.033207855903673755 55.73806727090362 4.8146599355409139 0.68428327545820145 -0.12473153042192525 -0.15631779893602074 1.5151237220184945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 13 9 -4 10 8 -8 -7 -2 12 -12 -1 -3
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.031482079393193273 -0.0055208194958372269 0.063901143149736453 -0.055269412976521493 -0.10115339132168349 0.029503418441092451 -0.060786103802449393 0.052289701874681939 -0.016912252936875198 0.251838463597227 0.069902530315009259 0.065706327496731373 -0.037925083048321415 -0.0003010740656766646 -0.098656136823175325
leaf_weight=2625.9605095287116 2179.662919074297 1190.6123316660523 358.64433268457651 182.60434352979064 742.65253456914797 1114.9684127454384 781.06796903608483 5493.3960557462415 22.889478405122645 284.06417053565383 273.96421127323993 1823.9462550482131 32557.178084352054 38.013444185256958
leaf_count=35462 1610 1022 738 164 1464 30620 7865 21853 188 146 654 10428 111473 134
internal_value=0 0.0128153 0.031941 -0.0040236 0.00189661 -0.00206692 -0.0153898 -0.00829774 -0.0544973 0.00317538 0.00058197 -0.024392 0.00207112 0.0588717
internal_weight=0 4976.25 2329.92 2646.33 1101.3 44693.4 7412.32 6274.46 1137.86 2463.73 37281 2097.91 35183.1 1228.63
internal_count=223821 5278 3358 1920 2202 218543 60526 29718 30808 1756 158017 11082 146935 1156
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=15
num_cat=0
split_feature=190 93 103 32 96 140 196 123 158 154 95 180 64 181
split_gain=59.8761 92.1062 109.92 78.5673 67.7501 162.928 77.6877 36.2205 32.7636 32.6106 33.0578 29.6041 12.5562 4.78947
threshold=0.80357142857142916 1.9818032817003806 0.48855764045167788 1.3112646094309246 0.15155407909033911 0.17913550281206689 0.013543748393972372 325.50000000000006 0.66153573287269318 -0.033327301048231485 0.57943652466245454 31.675368139223565 0.077648185450414006 1.3053114929268126
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 -10 -14
right_child=8 2 7 -5 5 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.0039156994325727111 0.095008931815430006 0.1527594189140791 0.2699315486815046 0.61939019923698979 0.025182898486720284 -0.0081012992479113158 -0.008851099012150981 -0.012338448437568065 -0.18488874621469931 -0.025836360079046491 0.019968484492776703 -0.040565329598887818 -0.027995081576939026 -0.1068590997858449
leaf_weight=11650.823112769343 16.639343228889629 58.698374330997467 4.8371410388499489 3.8445667419582596 3410.8331828342707 2585.4937472741003 8066.3223558575846 75.51644412818132 13.661349500529466 307.77126554399729 322.83712742687203 502.84482648619451 14.538661908358337 16.372972436249256
leaf_count=118191 169 362 34 33 15157 21264 57553 801 9 1345 2976 5885 23 19
internal_value=0 0.00196842 0.0820311 0.181444 0.00152349 0.0108314 -0.00130722 0.0046537 -0.0209303 -0.0176701 -0.00238678 -0.0362228 -0.105051 -0.069767
internal_weight=0 25856.4 142.897 62.5429 25713.5 5996.33 19717.1 80.3536 1194.67 1150.09 630.608 519.484 44.573 30.9116
internal_count=223821 213395 1230 395 212165 36421 175744 835 10426 10375 4321 6054 51 42
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=15
num_cat=0
split_feature=145 88 70 150 7 192 19 16 193 158 140 16 1 169
split_gain=63.8525 62.4963 61.0703 57.5711 53.0692 41.7852 23.1915 22.2335 10.7171 4.94579 4.70045 2.91822 0.801321 5.03293e-05
threshold=-0.26740466006366376 6.7391251147440565 1.279880211285533 0.30299348774983031 1.050449558805902 13.020056027765326 -0.3359637506251858 0.26512215043290227 -0.11241072985986274 0.44443153243122518 -0.3956577729774961 0.51858483053135407 0.75739737530289342 0.075771616176439974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -4 -3 -6 12 10 -10 -11 13 -1
right_child=1 4 5 -5 7 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.080249268472539215 -0.019175747649526866 0.086313964619141384 0.33163306798672737 0.0037979984969742776 -0.069133846768221541 -0.058679971654729907 -0.16437647767871985 0.059093666078720422 -0.6715821883113815 -0.20412205964606267 -0.07942355604661254 -0.10935456449593127 0.088669716697700629 -0.083661228107893712
leaf_weight=0.24915785003668034 1167.5818718731098 3.9885484036349217 2.7814615439274339 16584.853961021858 27.054682155332557 197.40254432873189 49.338478470403061 27.033878493355587 0.13430071529000898 5.311794980429112 71.508115622594232 8.3687916435301286 3.7214351296424866 0.052309218794107437
leaf_count=582 9091 50 45 172838 779 4623 457 366 2 36 34890 46 15 1
internal_value=0 0.00121263 0.00166766 0.00228701 -0.0748372 -0.0532568 -0.145626 -0.00504475 -0.0835342 -0.0910545 -0.0805336 -0.14615 0.0759669 -0.0808413
internal_weight=0 18060 17952.6 17752.4 107.416 200.184 53.327 54.0886 89.3459 85.323 71.6424 13.6806 4.0229 0.301467
internal_count=223821 188249 186597 181929 1652 4668 507 1145 35572 34974 34892 82 598 583
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=15
num_cat=0
split_feature=129 151 155 56 14 151 2 131 100 124 72 9 131 132
split_gain=82.1433 92.4158 81.181 149.798 197.826 111.045 76.1894 145.859 119.672 67.1503 46.3055 46.0858 20.7355 23.9325
threshold=1.0220876749591452 -0.27718567648966946 -0.026147726523467158 -0.0084587895953337783 -0.23636962200213815 -0.33605614537333978 -0.1640707640932558 0.31855713864734114 0.29549760031613131 0.58316455728379701 0.11985287650359058 -0.11086165136610913 0.37774594655675636 0.14156582734709977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 5 -5 -4 8 -8 -1 10 -3 -11 -2 -14
right_child=1 9 3 4 -6 -7 7 -9 -10 11 -12 -13 13 -15
leaf_value=-0.025720246821532122 0.13706493730111124 0.059635943016096198 0.051937295444699993 0.066521735944043592 0.0047335495715528399 -0.0038146454459492131 0.013613026052274484 -0.036618725792061678 0.0090609753161098091 0.10845299681508534 -0.018378837444679743 -0.01060825331763973 0.1051221283649466 -0.016889473719484609
leaf_weight=3638.9828494886169 80.096104558790103 94.575752399905468 373.92535333285923 829.78313950188749 1379.822221026232 8014.0349720090599 2740.5346535776407 732.59348441443581 1358.5557373678894 107.97966331199859 389.06455693238968 46.51579216645041 46.387928961426951 24.602619198558386
leaf_count=14299 428 1102 3043 5662 16842 90733 68112 5788 10301 716 5257 963 450 125
internal_value=0 0.0318618 -0.00106068 0.0047728 0.0279371 -0.00132929 -0.00835889 0.00301755 -0.0162651 0.0152112 -0.00312306 0.0726058 0.102188 0.0628376
internal_weight=0 789.222 19068.2 10597.6 2209.61 8387.96 8470.67 3473.13 4997.54 638.136 483.64 154.495 151.087 70.9905
internal_count=223821 9041 214780 116280 22504 93776 98500 73900 24600 8038 6359 1679 1003 575
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=15
num_cat=0
split_feature=183 63 118 10 115 195 19 91 192 11 193 94 170 118
split_gain=131.248 209.171 169.052 363.045 164.06 143.476 128.095 208.471 119.822 134.424 116.884 110.632 101.082 96.6261
threshold=1.9857385921114521 0.38789369118311584 -0.095167603112874713 -0.22017435043465136 0.13733111238419102 0.53494411225222083 0.070269300943690327 0.17168898289042353 33.526498046520253 -0.1764012321468949 0.55390443409979373 0.12596932180946258 0.52240296757031379 -0.048358990303583822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -2 9 -3 -10 13 -13 -6
right_child=4 8 5 -5 11 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.017678028670414517 -0.023579687589070808 -0.026472308848557405 -0.0016823959004310743 -0.037294972342879262 -0.095069570443292811 0.015176680044670564 -0.010719309346661423 -0.11674070410938236 -0.049149615571167898 0.053366564687627162 0.042975817856728139 0.0093270203247600662 -0.043878648629879391 0.034345393736025416
leaf_weight=1900.5761198760247 546.72138641330821 243.47560871485621 19296.635250991356 3265.2350382280583 61.623637703247368 6836.2720567943652 810.79949576337822 428.43614457035437 324.74396255519241 1575.5492463381961 239.13185660354793 702.43723473325372 726.25424225442111 904.58000289369375
leaf_count=13383 1059 685 122193 49393 62 20812 1252 743 975 8561 858 1445 1608 792
internal_value=0 0.00163475 -0.000539673 -0.0170696 -0.0171507 0.00272788 -0.0400898 -0.06451 0.0301952 0.0426802 -0.0100805 -4.41709e-05 -0.0177193 0.0260914
internal_weight=0 33681.6 31298.7 5165.81 4180.85 26132.9 1785.96 975.158 2382.9 1819.02 563.876 2394.9 1428.69 966.204
internal_count=223821 216860 205781 62776 6961 143005 3054 1802 11079 9246 1833 3907 3053 854
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=15
num_cat=0
split_feature=68 47 137 38 194 21 158 19 142 19 158 156 142 72
split_gain=90.8853 111.333 205.376 103.73 121.532 117.982 103.164 67.3635 75.6202 57.582 58.2285 53.2291 41.4099 36.7356
threshold=-0.17678034568037579 -0.11619061837285684 -0.18430225004480119 -0.11802179620190241 -0.00030334663449294621 0.16259261298466818 -0.33837522784695445 -0.15802488552006558 -0.027440558923284838 0.27769154322223782 -0.39341407602829742 6.753267724307837 -0.054238636958314212 0.18752158540966404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 5 -5 -3 -4 8 -1 11 -11 -9 -2 -10
right_child=1 3 6 4 -6 -7 -8 9 13 10 -12 -13 -14 -15
leaf_value=-0.11765178983006806 -0.089827473991036938 0.070680962751759585 -0.022918665529910121 -0.011326067194408538 0.0014737255019058922 -0.10185505470561228 -0.10674469119263859 0.049550618135775805 -0.091949013921953482 0.032936319743290143 -0.11153478639331947 0.17172311734545831 0.12735668866883129 0.084234138123732413
leaf_weight=58.868619466549717 9.9162324919016083 344.52893063833471 310.22758821898606 9191.0154712824151 38453.518362443632 44.784762584720738 278.71789987292141 537.26083835732425 15.800633368955458 79.30453065619804 43.038156596536282 38.197144884848967 76.554295556736179 47.150751619250514
leaf_count=725 456 1007 1531 105667 107493 210 2944 2386 237 157 774 55 101 78
internal_value=0 -0.0011423 -0.0414599 -0.000575387 -0.000995458 0.0508333 -0.0625893 0.0324364 -0.0361775 0.0444148 -0.0178863 0.0576601 0.102451 0.0400126
internal_weight=0 48709.3 675.416 48033.8 47644.5 389.314 588.945 819.621 121.82 697.801 122.343 575.458 86.4705 62.9514
internal_count=223821 219409 5032 214377 213160 1217 4475 4412 1040 3372 931 2441 557 315
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=15
num_cat=0
split_feature=77 157 131 72 52 115 94 59 154 4 34 168 142 19
split_gain=58.8195 59.1013 58.6003 63.522 36.3158 34.6468 31.0594 30.1413 18.182 27.1286 16.5126 2.48875 12.3925 2.15076
threshold=-0.35914641964089722 -0.49176382482268366 -0.49450891641296418 0.062335569286671146 -0.20699974300422114 0.36631725453808855 0.002672652979332548 0.55373535589850509 -0.063614927636241561 0.073939925890179906 0.030044521000118476 48.86340534684787 0.012266741723164741 -0.48814015694387752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 -4 -3 8 -7 -8 10 -10 -1 13 -13 -2
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.073423250848584962 0.041073834344975427 0.12852658263625788 -0.037919994785474177 0.0030477693852837256 -0.029030184891059876 0.63452195624430496 -0.082598423616958988 0.07961443053918342 0.22132945202187626 -0.077799413371373527 -0.085076173635756216 0.44808176835350244 -0.080524669179658309 -0.074357888553245308
leaf_weight=6.8538369610905638 1.6381451221386658 14.925939837587064 384.1706779859378 25538.110774648419 735.90237310499651 0.82266265526413818 19.077202572021633 28.66960572800599 5.1883514821529371 7.2944813221693039 160.38987419288605 0.55056586494902093 2.280583873463911 110.14238871172347
leaf_count=25 216 155 5389 197942 9662 6 414 647 20 26 646 27 225 8421
internal_value=0 0.00133501 0.00164291 0.00244062 -0.0258981 -0.0496396 0.0252991 0.0148024 -0.0698912 0.0465302 -0.0785807 -0.0703211 0.022272 -0.0726662
internal_weight=0 26787.7 26673.1 25922.3 750.828 228.296 48.5695 47.7468 179.727 12.4828 167.244 114.612 2.83115 111.781
internal_count=223821 222037 213148 203331 9817 1784 1067 1061 717 46 671 8889 252 8637
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=15
num_cat=0
split_feature=68 18 90 70 115 130 159 48 64 122 169 119 196 30
split_gain=58.4019 62.5668 70.8754 137.249 105.008 59.8413 45.1224 42.2083 39.2639 29.5042 37.4795 24.4344 45.7231 22.7526
threshold=-0.020282771850790086 0.23464775993768422 0.12500466490021181 -0.030657728127294944 0.14653433622612025 -0.048179136756427453 0.29883876874824505 9.8913356062214657 0.0025016573459858385 0.032676398858015605 0.21779529342612491 0.47114708235535568 -0.022751448077756666 13.361555398857035
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 -10 -13 -11
right_child=1 2 4 -5 -6 6 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.050383827575190165 -0.050545807399630542 0.0093086414209214343 -0.027389464313581038 -0.012523043389361345 0.021133294004306732 -0.049821619493263129 -0.0095026877669282701 0.016111018147012983 -0.088601093923447227 -0.056441629493177575 0.05202829827602088 0.88457904838266443 0.0078337132233258448 0.1036990728712479
leaf_weight=162.42350867835648 111.52096253383206 6661.5788747562128 508.99538875030157 5072.1899046061317 3603.369763108698 572.78904773713839 538.54908526024519 641.12707590335776 142.13143450132884 12.088507934018706 45.814380613432149 0.61874404735590616 15.38660625698685 33.34504766727332
leaf_count=51219 738 48585 14170 39010 19318 2339 3374 5620 31685 2221 1078 179 3887 398
internal_value=0 0.0017921 0.00383065 -0.000128604 0.0151275 -0.015538 -0.0302833 0.00623438 -0.036302 -0.0119222 -0.0278522 -0.0754103 0.0417274 0.0610904
internal_weight=0 17710.1 15846.1 11733.8 4112.37 1863.99 1111.34 752.648 411.808 253.671 208.238 158.137 16.0054 45.4336
internal_count=223821 133154 121083 87595 33488 12071 5713 6358 90667 54916 52297 35751 4066 2619
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=15
num_cat=0
split_feature=157 166 160 11 108 92 83 167 70 103 2 2 124 157
split_gain=84.1543 99.6904 124.431 117.221 97.8006 101.472 96.9002 223.151 107.188 88.1084 67.1094 52.4392 36.9687 34.5115
threshold=-0.093773285101974233 -0.31479528277297547 -0.30270571792008011 -0.11182986236924253 1.8084625262662679 -0.06149410134000971 0.10478166284301528 -0.4205326089862011 0.18257822549552796 0.12781466092279289 -0.26239604302669001 -0.063170578769947902 -0.032887500211414011 0.11608427119120453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 12 -4 6 -6 7 -1 -8 13 -7 -11 -3 -2
right_child=1 2 3 -5 5 10 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.032959908522117387 0.09587349023354963 0.065994514650906874 0.0030782252654769581 -0.036399545485040069 -0.080032961401507299 0.076068826219673938 -0.024357220679577591 0.014583181662472151 0.0021343423663049399 -0.091700219430800353 0.022716884081910898 0.13707645393398607 -0.089565839845850329 -0.051006758338559145
leaf_weight=1142.3188964527799 170.5726083368063 16.188813703134656 1956.8964914141688 1221.7210800164539 78.505081736017019 325.01755788247101 2501.2492901848746 7272.1232021646283 3922.503345770645 55.856016021221876 858.57597526529571 12.209220122545956 271.22245360165834 17.652473418042064
leaf_count=8055 1812 93 16272 115438 115 2338 8050 38244 27546 110 5374 41 223 110
internal_value=0 -0.0133427 -0.0177928 -0.0120953 0.00334114 0.0300649 0.00106808 0.00812888 -0.00818081 0.0468398 0.0373675 -0.0506633 -0.0808037 0.0820985
internal_weight=0 3722.32 3466.03 3178.62 16100.3 1262.1 14838.2 8414.44 6423.75 256.29 1183.59 68.0652 287.411 188.225
internal_count=223821 134099 132026 131710 89722 7827 81895 46299 35596 2073 7712 151 316 1922
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=15
num_cat=0
split_feature=64 158 74 183 25 67 127 76 128 98 144 98 89 78
split_gain=115.763 124.014 134.539 116.492 187.875 137.722 78.8714 111.476 68.2771 60.1079 37.0244 32.5633 34.0905 13.1018
threshold=-0.0092450793545750844 0.69490829513858388 -0.057137468026311013 1.9857385921114521 0.57924753288308251 0.04351338967788556 0.15264703519832656 -0.29501235114243624 -0.29839960950103994 -0.0459920040628485 0.14391464736186529 -0.18597169963247881 0.10561291165467986 0.52145132434842523
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 9 4 -2 -5 11 -8 -9 -3 -4 12 -1 -13
right_child=1 2 10 5 -6 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.081243099549381817 0.00022796553202693995 -0.12405614231350333 -0.089587328257041521 -0.041033225895212647 0.036575719245559822 -0.0026377886946913598 0.43587908451387086 0.7377207736732001 -0.014967700629293042 0.17725565035841634 0.035084397630331769 -0.078125341996482425 0.29175380191977446 0.050655221341997105
leaf_weight=4.7990903314421285 31162.436190466025 7.1003008054103693 31.704050475440454 1429.9493831293657 1490.0434477067902 2694.700670338003 5.6434712375048539 1.2094969451427449 336.00533240313234 98.002124497259501 95.795990176091436 370.23156169502181 5.006578649423318 8.0723103757627523
leaf_count=1213 117020 72 138 2243 8109 4381 53 2 17751 822 826 71104 49 38
internal_value=0 0.000346696 0.0731345 -0.000113661 0.00188664 -0.0159489 -0.0398401 -0.00489148 -0.012268 0.1569 0.00408363 -0.070714 0.109202 -0.0753774
internal_weight=0 37009.7 232.602 36777.1 32652.5 4124.65 730.968 342.858 337.215 105.102 127.5 388.11 9.80567 378.304
internal_count=223821 133611 1858 131753 125129 6624 90210 17806 17753 894 964 72404 1262 71142
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=15
num_cat=0
split_feature=25 180 186 87 119 110 35 180 118 193 138 119 5 35
split_gain=96.8938 223.576 197.906 165.309 175.295 223.687 192.697 163.826 162.062 157.787 156.833 137.212 120.537 97.2034
threshold=0.044698627739117196 34.024765729585013 24.750000000000004 0.01995334618397741 -0.13772551846017467 0.067002575446101942 0.25724051221516059 36.206827309236949 -0.14473596375005457 1.0000000180025095e-35 0.30341997646206559 -0.053443148020256966 0.34111042605638364 -0.20324090989041027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 7 5 -5 -6 12 -9 -3 -4 -1 -2 -13
right_child=3 2 10 4 6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.0035303206008144451 -0.0047914856176328111 -0.036672375245389736 -0.06487703564079654 -0.034742141221452069 -0.0078547971076692903 0.023409876745366213 0.01504755511514008 -0.022698961290608586 0.02917065424129979 0.017400927847791386 0.011070192443620728 0.085971074746194226 -0.11021700200401721 -0.086466890791826415
leaf_weight=284.65146440154058 1717.6869553807774 656.5379570905061 794.04282590653747 773.67726840882096 26381.512521713783 4560.9397805944318 4268.1567282865872 684.80120966929826 5003.3587713910383 3030.8395231404575 413.49617680138908 34.305523660616018 115.75854404401616 694.18889297620626
leaf_count=5208 15949 16046 8991 12785 79226 9014 19285 7425 27074 11010 1367 30 1898 8513
internal_value=0 -0.0125837 -0.00373348 0.00106454 -0.00175366 0.0149761 -0.0046655 0.0145472 0.022926 0.00777317 -0.0388705 -0.0553426 -0.0114478 -0.0783466
internal_weight=0 5908.06 4894.92 43505.9 35984.3 5334.62 30649.7 7521.61 5688.16 3687.38 1207.54 1013.15 1833.45 728.494
internal_count=223821 51165 37414 172656 120310 21799 98511 52346 34499 27056 10358 13751 17847 8543
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=15
num_cat=0
split_feature=151 14 158 19 15 106 76 151 110 71 194 128 124 91
split_gain=58.2887 139.808 78.1649 103.762 112.004 98.447 93.2002 98.6513 78.9479 63.0973 47.3001 42.4836 40.8072 28.4295
threshold=-0.33042663524101235 0.11485357422388789 0.29779017830580978 -0.016089274150215681 1.2805526754211012 -0.21430599688707527 0.02189687930832614 0.26879790811710191 -0.14934810831451051 -0.16895927698402122 -0.009242244590325013 0.88758144580351839 0.17415917095636793 0.0049029487830701971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 -2 8 -8 -4 13 -11 -1 -13 -3
right_child=2 9 6 4 -6 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.059696582075084138 -0.039679009535691145 0.19803042361243012 -0.0096436845886693819 -0.0034831245513688349 0.017687898367186341 -0.00035845617452168952 -0.060270222981980925 -0.0013216892642758519 0.01648436516355117 0.0435086937726753 -0.019026845980954832 1.0309702609932758 0.12983963343419838 0.040062520483930275
leaf_weight=544.41650095452496 702.97703033716243 24.83980406075716 3993.0328128729016 3640.0312123044714 7971.0764516983072 6757.9190195505107 622.46255014301278 521.94437299005222 1627.9216880238382 188.16788117494434 338.59011197672226 0.62465935200452749 2.5702987109543756 21.045306622982025
leaf_count=11681 9258 125 32106 22080 56310 69461 1857 3502 13357 1845 1933 7 115 184
internal_value=0 -0.0214373 0.00186238 0.00513827 0.0110509 -0.0040633 -0.00737257 -0.0333848 -0.00207657 0.013109 0.00331203 -0.0575628 0.306023 0.125578
internal_weight=0 1120.25 25837.4 19072 11611.1 7460.9 6765.36 1144.41 5620.95 572.643 526.758 547.611 3.19496 45.8851
internal_count=223821 15890 207931 157109 78390 78719 50822 5359 45463 4087 3778 11803 122 309
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=15
num_cat=0
split_feature=177 161 52 101 140 130 20 163 70 154 35 169 26 38
split_gain=60.8412 97.9727 68.0002 145.008 99.4749 61.758 54.1786 64.5631 26.6045 23.7943 17.3226 13.1673 10.0782 0.0299366
threshold=1.0656154308100969 2.4070103005312524 0.55026397323604814 0.18782725536445594 0.32569615227801146 -0.56722569250138521 -0.27680269294649068 0.52451903575699188 0.1888298329130334 -0.25708537122301961 0.022776252984590569 5.2927069280431551 0.56377931818460569 0.21132350681445897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 9 -8 11 -7 12 -2 -3 -10
right_child=5 10 3 -5 -6 6 7 -9 13 -11 -12 -13 -14 -15
leaf_value=0.00066518125795177196 0.10304067482521798 0.48034861553093838 0.009561285145771023 0.093010694593303522 -0.050393165755733972 -0.041165980734585383 -0.043735833245233918 0.02188383971453043 -0.096770753857539527 -0.095611458013555015 0.55403647520368293 -0.083522286969830439 -0.081152918812591304 -0.082498259815750236
leaf_weight=13626.567277908609 57.898049238137901 0.52053087949752697 2799.7977456300723 224.96277418727732 392.56806159065491 217.04640492144972 305.61145918202965 294.35786095555522 1.7908713817596424 127.37628780433442 3.7078490990679711 4.0475654709152868 0.82831810042262077 8.1923542066942883
leaf_count=151295 517 1 24033 973 41232 1037 1541 2119 1 849 14 29 70 110
internal_value=0 0.00229997 0.0021694 0.0157677 -0.00076457 -0.0228859 -0.029689 -0.0115414 0.0664356 -0.0613013 0.442403 0.0908505 0.135535 -0.0850586
internal_weight=0 17049 17043.9 3024.76 14019.1 1016.32 944.392 599.969 71.9288 344.423 5.0567 61.9456 1.34885 9.98323
internal_count=223821 217618 217533 25006 192527 6203 5546 3660 657 1886 85 546 71 111
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=14
num_cat=0
split_feature=77 151 82 70 10 82 13 151 148 29 166 194 109
split_gain=74.8163 79.8119 130.103 108.889 200.432 158.951 81.8358 57.5423 62.5899 38.2426 29.1161 15.8981 7.30383
threshold=-0.24370005845240475 -0.046729887495440582 -0.1338833389687358 0.0037241141170670402 -0.20917166555333386 0.081651796927700637 -0.14879014845060515 -0.4643627575944913 -0.86108726436760008 -0.046844777449524956 -0.26862334735327797 0.48785273283927411 0.38391601178626228
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 -1 -3 -9 -12 -10
right_child=1 2 6 5 -6 -7 -8 10 12 -11 11 -13 -14
leaf_value=1.5454808502985053 -0.033942479619781418 0.0013507007494421575 -0.004466571280816946 0.025627085792800094 0.017674222049673526 -0.00059530679390509822 -0.029183052265414362 0.32101549708486832 0.11351039434889515 0.063402659628466793 -0.090898098576702779 0.015492015600812753 0.46962968498626001
leaf_weight=0.36770199984312046 1691.0327795778867 145.51028917649819 4792.4344819081889 4080.5205364218855 1355.1643963039605 5332.4984343888063 1859.2949290359174 1.8256602566689242 3.1115799733961462 312.8807233034313 145.10136559964303 15.551017158286411 0.70672214403748501
leaf_count=6 8949 5621 28513 24783 29391 30719 83485 12 205 5310 6537 283 7
internal_value=0 0.000629524 -0.00782429 0.00545388 -0.0109797 0.010772 -0.0113753 -0.0666556 0.299419 0.0437051 -0.0760869 -0.0805996 0.179424
internal_weight=0 19569.3 7110.12 12459.2 3046.2 9413.02 6651.73 166.664 4.186 458.391 162.478 160.652 3.8183
internal_count=223821 216771 122929 93842 38340 55502 111998 7050 218 10931 6832 6820 212
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=15
num_cat=0
split_feature=118 170 86 59 28 17 55 143 31 106 127 125 98 1
split_gain=110.552 131.987 194.532 157.571 144.34 129.043 236.307 208.235 192.11 191.684 170.558 107.151 104.43 93.0769
threshold=0.83815054563679836 0.02217254753262549 3.2381231543582092 3.328334743828893 0.50365827131995922 -0.29108817266304948 -0.079986693577461965 0.0070602354392146002 -0.057081338423227677 -0.35596741194669951 0.43980936503401663 0.19380054537103589 0.23160873602123397 -0.41504757233169837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 8 9 -8 12 -7 -10 -4 -1 -6
right_child=1 2 11 -5 13 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0050298657786610112 0.0080232033739648292 0.033623833228290038 -0.25754646302101025 -0.12083812776142666 0.046900311803824923 0.0056163934804468402 0.011124486804625877 -0.0080460185584872619 -0.0070690872486592338 -0.051501333301488678 0.04720071333951989 -0.042373183991265703 0.073767709385467881 -0.11204662613649136
leaf_weight=326.43343137631382 526.60273666829016 3019.5343691879534 26.571633480489254 67.520937792956829 44.769029021263123 868.06339589860727 8346.8362582714144 17642.360572266694 3221.1960055913769 1818.1948291483568 706.03177773069183 179.355090405792 684.45013138004288 208.05559988692403
leaf_count=7530 2390 5795 18 92 70 1447 72407 86138 17731 26362 1394 213 2068 166
internal_value=0 0.0152094 0.0239679 0.0302454 -0.0217945 -0.00223642 -0.00480762 -0.00188911 0.0126944 -0.0330438 0.00268747 -0.0701379 0.051571 -0.083901
internal_weight=0 4072.41 3292.98 3087.06 779.427 33613.6 28675.5 25989.2 4938.11 2686.26 3927.23 205.927 1010.88 252.825
internal_count=223821 8744 6118 5887 2626 215077 186354 158545 28723 27809 19125 231 9598 236
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=14
num_cat=0
split_feature=129 128 2 10 13 158 196 13 128 104 174 39 93
split_gain=89.3569 89.2785 197.677 132.053 109.518 104.648 267.887 194.063 82.4734 22.4482 26.9431 11.2088 0.972324
threshold=1.0245748931830738 0.79242649490834427 -0.32533729778758341 -0.28264789627194692 -0.12803948950405936 -0.35109068328104948 0.25574179897319199 -0.46127539268122592 0.018831995175022632 0.57025685494925726 -0.059978946259196066 2.5842320950932609 0.017533184793399634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 10 -2 12 -10
right_child=8 2 3 -5 -6 7 -8 -9 11 -11 -12 -13 -14
leaf_value=0.022189520138729477 0.09406369908073843 -0.070368589272449059 -0.04862640944422128 0.059233131963243715 0.1100437897033521 -0.058848814031017341 -0.0082325789191956215 -0.0026060775115427405 -0.088586374677492918 0.13434800532064448 -0.11870539651093576 0.0055089262389348649 -0.10356935517843056
leaf_weight=5931.8997274428257 12.520250479923563 257.51755181187764 129.66552477283403 910.98454127879813 38.704564314335585 624.29653595783748 5652.7973953509354 35454.279252684646 74.777233686239924 21.188811421394348 11.343924407847224 11.285831917077301 102.93473138101399
leaf_count=17431 5 321 221 1034 16 1893 9873 190311 1977 5 61 21 652
internal_value=0 -0.000209254 0.0252779 0.0457938 -0.0467958 -0.000924125 0.00734494 -0.00357929 -0.0621453 0.0594365 -0.00707688 -0.0911278 -0.0972649
internal_weight=0 49000.1 1336.87 1040.65 296.222 47663.3 11584.7 36078.6 234.051 45.053 23.8642 188.998 177.712
internal_count=223821 221100 1592 1255 337 219508 27304 192204 2721 71 66 2650 2629
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=15
num_cat=0
split_feature=118 189 124 184 65 192 106 58 118 33 194 26 188 188
split_gain=55.0147 103.093 74.0101 67.3825 63.7555 60.186 105.008 123.869 97.1678 88.2696 77.136 66.5876 57.5689 40.8904
threshold=-0.2368093564853202 31.500000000000004 -0.42708786015172789 -0.024190458504142299 -0.080598983973354119 15.564749694703645 -0.26240263990123663 0.012749300054728152 0.26765514639958937 19.361966443247073 0.84768013100501782 -0.022433272704378355 0.069575895637936383 0.078063429282941563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 8 11 -8 9 -2 -10 -7 -1 -14
right_child=5 2 4 -5 -6 6 7 -9 10 -11 -12 -13 13 -15
leaf_value=-0.053237865832467514 0.039637007213437221 0.022326056744432811 0.11518085404978538 0.2676846541968646 -0.018548014717727827 0.10206432720552 0.010580924643739038 -0.0057333753123213222 0.031732270753076053 -0.00035367570617133784 0.13123291479303881 -0.03649354843192739 -0.35392411495313159 -0.13039090209208298
leaf_weight=166.09029129047121 641.62796331731079 29.438762786798179 37.291682771916385 18.059291332028806 810.13632980491093 35.926209141529398 7868.6052335081768 11391.868405535788 795.74118209486187 3948.6907332720293 86.368665141955717 1003.2297081615689 10.080697312951086 43.481512231708621
leaf_count=1662 6679 685 881 222 11512 923 80372 74462 6375 29555 645 9720 7 121
internal_value=0 -0.0209221 -0.00585488 0.115614 -0.0126632 0.00177011 -0.000738997 0.000931611 0.0110775 0.00523616 0.0414745 -0.0317033 -0.0823104 -0.172461
internal_weight=0 1114.58 894.926 47.4981 847.428 25772.1 20299.6 19260.5 5472.43 4590.32 882.11 1039.16 219.653 53.5622
internal_count=223821 15090 13300 907 12393 208731 165477 154834 43254 36234 7020 10643 1790 128
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=15
num_cat=0
split_feature=148 195 100 190 1 59 195 180 173 14 95 10 19 62
split_gain=58.3674 61.484 58.4961 102.785 60.3647 59.3703 55.9405 137.363 101.376 42.3125 33.1088 27.6748 15.9577 11.7284
threshold=0.61229534593616097 0.1432331000577311 -0.15071645653332308 -0.24314383911877083 -0.010474781346725479 0.43129723625580124 0.31079811995949053 37.554886211512731 -0.0090985577872781075 0.56553545895735047 -0.004624755526934774 0.11033617279482426 -0.26980931555924265 0.99989718180806297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 10 -6 8 -8 -3 -5 -4 12 -1 -13
right_child=2 6 4 9 5 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.091328987067286774 -0.8124262751322906 -0.067659325312790286 -0.18323205850792246 -0.053287004215022263 -0.027563043299052556 0.05040125380809686 0.018016662558674672 -0.004156270806767658 -0.003717385121736104 -0.25233213482597555 -0.048396991411982636 0.091051564442345981 -0.1165644046294281 -0.09793955793259633
leaf_weight=5.4113061089228749 2.0572142535820594 259.5051286078251 20.089453591921028 51.592307304061251 236.55560885184195 166.36646902465145 4943.5296301703784 6425.6468563721501 5568.350758558734 13.467745225876568 194.77794479227396 116.27154762820282 11.622495357558362 3.3790597551269448
leaf_count=172 35 32963 513 395 1790 1051 60077 85223 36775 75 3175 708 857 12
internal_value=0 0.00193246 -0.0278311 -0.116496 -0.0181985 0.0046284 0.00140149 0.00548493 -0.00656462 -0.0944903 -0.0610037 0.0687365 -0.0505207 0.0857143
internal_weight=0 17333.7 684.907 67.1173 617.789 402.922 17197 11369.2 5827.86 65.0601 214.867 136.684 17.0338 119.651
internal_count=223821 216787 7034 505 6529 2841 215038 145300 69738 470 3688 1749 1029 720
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=13
num_cat=0
split_feature=124 109 176 56 155 66 176 62 31 191 76 112
split_gain=70.6448 155.707 106.569 104.305 161.907 88.7477 109.87 90.4993 82.7599 68.3233 39.9953 21.8924
threshold=-0.27889709445003108 0.45931844976028868 -0.059144561983581527 0.23169675388753885 -0.1438838256109381 0.91427108980657124 -0.07967933347994402 -0.17317705374440615 1.1001292830178875 0.087719298245614336 0.03437749875501827 -0.36822001961032252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 9 6 -2 -7 -6 -5 -4 -1
right_child=3 -3 10 4 8 7 -8 -9 -10 -11 -12 -13
leaf_value=0.19235496324636947 0.036478827558245851 1.9425440613881151 -0.069099006213990885 0.024858967553283914 0.067898875102728171 -0.058194122219689053 -0.0028832406283600103 -0.0040685162750701753 -0.01628164773687639 -0.014924328034345642 0.52468404057288387 0.047339621851368668
leaf_weight=14.531921306595903 1238.6791496476071 0.39444723073393007 315.9280888799185 751.06739881521935 737.55365112311847 316.19533465524 1658.7041053415596 13417.767482575749 138.75944809120847 1015.1639228558197 1.1384539270657104 36.70489619228465
leaf_count=235 11362 8 27244 13182 7965 6180 8554 138328 716 9271 37 739
internal_value=0 -0.0432166 -0.0453433 0.00097292 0.0194282 -0.00195943 0.0139447 -0.00531464 0.0545693 0.00199301 -0.066967 0.0884693
internal_weight=0 368.698 368.303 19273.9 2642.54 16631.3 2897.38 13734 876.313 1766.23 317.067 51.2368
internal_count=223821 28263 28255 195558 31134 164424 19916 144508 8681 22453 27281 974
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=14
num_cat=0
split_feature=181 103 161 181 77 24 33 58 61 128 94 124 72
split_gain=112.481 108.528 308.128 250.971 225.741 318.171 214.605 202.056 23.0757 10.1664 7.63979 3.08392 0.984337
threshold=-0.15981216342930371 0.12357274827542386 -0.52985096728924452 0.60535467554775324 0.2126693355191572 0.11909152677856712 17.079937292036913 -0.043906943909251851 0.89621246377260932 0.40436485587109389 0.39814220829553398 0.73036164057252684 0.63911545745736487
decision_type=2 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 -10
right_child=1 4 7 -5 5 -7 -8 -9 12 11 -12 -13 -14
leaf_value=-0.09260596279813732 -0.080836447799123634 0.05089373409697534 -0.048014769436520305 2.8527552707012283 -0.039849658729937239 0.00036292779293298064 0.0082100858346187619 -0.0037192910512652971 0.02597238106580585 -0.13150760519152443 0.044967209950412292 -0.2053037108109208 0.08968280277430106
leaf_weight=103.0934804001372 0.50983613617245171 1309.2377729810105 1241.9566109946991 0.68136273149866611 2268.514078679309 14833.218974545045 11743.935090536444 6028.4854129311279 4.6446430962532741 15.257711914564426 4.2010750342160454 9.0050736345292517 5.0746316574513912
leaf_count=10944 438 3126 50666 3 8046 23878 27762 98383 33 439 39 55 9
internal_value=0 -5.65592e-05 -0.0110225 1.59717 0.00258779 -0.0049712 0.0124913 -0.011286 -0.0894536 -0.100439 -0.0872193 -0.158897 0.0592369
internal_weight=0 37426.5 7271.63 1.1912 30154.9 17101.7 13053.2 7270.44 141.277 131.557 107.295 24.2628 9.71927
internal_count=223821 212302 149490 441 62812 31924 30888 149049 11519 11477 10983 494 42
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=15
num_cat=0
split_feature=29 90 97 2 88 131 51 97 49 94 58 57 83 62
split_gain=93.3394 112.568 126.197 107.459 107.26 104.901 83.1485 93.2924 53.866 53.602 36.522 20.0101 12.0948 3.78386
threshold=-0.11820980100084326 -0.076045583654427817 -0.080775637730236452 0.10216952438654565 6.7391251147440565 -0.0087745839239500075 10.987461043310114 -0.15433712740470848 -0.12614395777318013 0.009146256070457966 0.055886023257704441 1.9028600610255018 0.3223993543461619 -0.0090496105193490547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 -4 11 -3 10 9 -6 -8 -1 -2 -9 -12
right_child=1 2 3 -5 8 -7 7 12 -10 -11 13 -13 -14 -15
leaf_value=-0.09227220301560303 0.089684490502309061 -0.097522898129993624 -0.0017640696185782286 0.013604642033548574 0.18474985083229151 0.069683533221770746 -0.075291212766429361 -0.089945220082678218 -0.088521827441049736 0.077491680193393545 0.069802588189813788 -0.087345948080800428 0.014714706185389188 0.12792190105052928
leaf_weight=11.591789714177137 6.5473056912887833 41.449665426509455 42769.788366628753 5091.0739517249167 24.44519213703461 395.85593480436364 35.329660992138088 309.53829051094363 10.232524483581072 65.602871863477048 18.123721267445944 257.37591867303126 11.4501722905552 29.330948255956173
leaf_count=363 44 1791 123203 72493 11 1787 1924 15216 226 827 53 5758 114 11
internal_value=0 -1.90837e-05 0.000359345 -0.000129263 -0.0612292 0.053835 -0.0442895 -0.0598438 0.104114 0.0240127 0.066855 -0.0829542 -0.0862118 0.105725
internal_weight=0 48596.8 48298.2 47860.9 298.601 437.306 480.967 421.921 34.6777 100.933 59.0465 263.923 320.988 47.4547
internal_count=223821 205313 199274 195696 6039 3578 18508 18081 237 2751 427 5802 15330 64
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=15
num_cat=0
split_feature=151 77 195 63 194 65 62 144 191 191 96 139 53 79
split_gain=54.7099 58.9513 58.5893 98.8898 88.3211 57.9265 106.689 66.4595 64.7177 52.1074 33.9527 32.9499 28.8316 29.3371
threshold=0.79814701069797256 -0.35914641964089722 0.68581163101680642 0.41824747220621356 -0.036402313393278006 0.084010268113963948 0.079048017983503985 0.30538715439468117 0.10752688172043005 0.5714285714285714 0.12702062836802178 0.79669805373709945 1.0299178539560432 -0.17379792253809934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 6 10 8 -7 -8 -2 -9 -1 -14
right_child=5 2 4 -5 -6 7 9 11 -10 -11 -12 -13 13 -15
leaf_value=-0.062843917703787722 0.062438006518212158 -8.0668468980454251e-05 0.11962140357371097 -0.050115178448700816 0.011759639938479957 0.33337892867328556 -0.045950292450473648 0.085720551972930201 0.08981561368220034 -0.2667452334490123 -0.10653779542861103 -0.056723014047002022 -0.081967270424453231 0.18092470205010289
leaf_weight=197.58576455223374 203.76337970723398 23258.128403243121 78.354423584649339 401.83842534362338 2438.734000961078 18.776931395754218 83.360377217410132 47.232297733658925 26.036544440314174 12.260695468634365 12.628120597451924 24.748203574214131 7.2845282559283104 10.172748292330651
leaf_count=1380 4456 189129 741 8225 17772 156 415 347 141 16 48 624 220 151
internal_value=0 0.000184276 0.000612639 -0.000930449 0.0151173 0.0361925 0.0137055 0.0962662 0.191869 -0.074261 0.052577 0.0367459 -0.0519601 0.0712258
internal_weight=0 26392.1 26177.1 23660 2517.09 428.807 312.013 116.794 44.8135 95.6211 216.392 71.9805 215.043 17.4573
internal_count=223821 217618 215867 197354 18513 6203 4935 1268 297 431 4504 971 1751 371
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=15
num_cat=0
split_feature=142 52 35 115 101 140 163 193 151 52 140 2 74 47
split_gain=60.3136 107.922 105.03 125.237 103.82 86.6741 82.6233 115.941 91.4796 87.0856 75.8114 63.443 53.6285 37.8297
threshold=1.1525759829395972 0.66841734938669928 0.81635723154831552 0.70315010863016203 0.13326337615676495 -0.10144009925404292 0.053293300137867199 0.67133305633070217 -0.2243429051499897 1.2471545437698459 -0.54924819044597073 0.10216952438654565 0.90426128720256249 2.5656204667377183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 9 8 -8 10 -2 -4 -6 -11
right_child=6 4 11 -5 12 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.00016044014497927495 -0.87166126547648559 0.031868889119943948 0.022305593801040274 0.057826742454031438 0.12665959990527106 -0.029618293119447133 -0.050032489446103938 -0.046893690243079378 0.040948983909439775 0.052745416524402747 -0.11919958429836366 -0.062826652719833509 -0.10011303332088234 -0.10436641213642668
leaf_weight=14234.837530595894 1.3528215512633313 1116.9534416717943 111.59191561602347 382.45605091075413 131.63970599589811 288.46321078524124 144.63264383783098 460.93363193058758 468.48605874556233 53.731305786823214 130.62228726479225 406.10475010602386 11.325517988356294 21.441025606516632
leaf_count=194809 4 14620 386 3100 341 1339 663 2812 2967 428 834 1233 59 226
internal_value=0 0.00236158 -0.00021095 0.00135677 0.0275073 0.0192486 -0.0201531 -0.00900066 0.0194868 -0.0779781 -0.126913 -0.044476 0.108695 0.0079332
internal_weight=0 16683.4 15135 14617.3 1548.38 1405.42 1281.2 1074.05 613.119 207.147 131.975 517.697 142.965 75.1723
internal_count=223821 215887 199528 197909 16359 15959 7934 6442 3630 1492 838 1619 400 654
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=15
num_cat=0
split_feature=74 96 1 27 136 151 72 159 195 166 98 173 89 140
split_gain=70.7915 175.336 130.891 134.325 98.1945 133.218 91.9024 76.0318 63.4141 55.6721 89.9838 67.7388 49.4497 74.1125
threshold=0.60830639051879598 0.47837436289914553 -0.46395062793278147 0.61864329908521909 0.37742584921193661 -0.091632305262014851 0.56763731469190271 0.065870326526963383 0.28370348239763837 -0.37828307613756312 0.13775680781225361 -0.27772322779989128 0.18053379995099769 0.74498200887438182
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 12 -6 10 -9 -11 -2 -14
right_child=7 4 6 -5 8 -7 -8 9 -10 11 -12 -13 13 -15
leaf_value=0.06928242759590271 -0.03003410137899401 0.12693298973949804 -0.0036682669031674955 -0.05979041177935375 0.10051261442683986 0.019378989118362978 0.031388248058242078 0.41501968161537672 -0.0050644042721514591 0.37971482159426762 0.0082032029480366558 -0.041873086709078619 0.1425165563011008 -0.031406066055501738
leaf_weight=466.17817928886507 63.059521451999899 247.56979907752248 16016.857848151849 97.489203575067222 67.086652567202691 215.32465192933887 784.43046083993977 5.6228177957236758 374.3590353319305 3.8259231001138678 164.61538793239743 990.05354154772067 69.830646699410863 37.743335940642282
leaf_count=3932 136 1329 181292 176 837 2404 8453 34 5269 28 657 18792 363 119
internal_value=0 0.00179435 -0.000441301 0.0469586 0.0447229 0.0769021 -0.00203152 -0.0220619 0.0109802 -0.0311995 0.02164 -0.0402502 0.0402777 0.0814942
internal_weight=0 18269.3 17365 563.667 904.34 462.894 16801.3 1334.75 441.446 1164.12 170.238 993.879 170.634 107.574
internal_count=223821 203692 193853 4108 9839 3733 189745 20129 6106 19511 691 18820 618 482
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=14
num_cat=0
split_feature=33 35 151 95 77 102 59 64 58 111 20 144 183
split_gain=107.178 130.979 125.564 225.843 222.784 68.4644 91.6684 115.733 77.3436 60.259 53.5973 16.7739 0.482844
threshold=3.1171164234673614 -0.24713016583445466 -0.1588365850265385 0.034399202102999842 -0.033849443579221747 0.23484731526594024 -0.11675334695088498 0.47653901009299277 0.67091090883972471 0.83552306599907711 -0.31566569396440142 0.82131627027422438 1.0954804911218805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 11 7 -7 -8 10 -2 12 -1
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.088068794085761293 0.076639039423146524 -0.02508837377835281 -0.039978063282466739 -0.0021687388500776748 0.013620987903902874 -0.090210334824349883 0.075959429471315065 0.073538879192792769 -0.21790881104788096 -0.28494211165428585 -0.094027746330621526 0.095766573460018864 -0.11074359714635176
leaf_weight=30.498710978376039 21.321924305491848 1748.6407834071579 1695.3175290370309 23190.440843214732 9929.0715962649956 93.703622533939779 460.29555897577666 80.020439438521862 9.1338169761002046 14.330267928540705 134.32921271705709 5.1445760503411284 13.56950554391369
leaf_count=258 82 16317 106932 54908 42389 79 1839 419 29 7 526 5 31
internal_value=0 -0.00113728 -0.000730136 -0.00474446 0.00782458 0.0385764 0.0472749 -0.0147845 0.0702416 -0.0887149 -0.0706489 -0.0751033 -0.0950508
internal_weight=0 36733.5 36563.5 24885.8 11677.7 692.366 643.153 173.724 469.429 169.981 155.651 49.2128 44.0682
internal_count=223821 221161 220546 161840 58706 2660 2366 498 1868 615 608 294 289
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=15
num_cat=0
split_feature=191 160 189 110 65 9 195 33 135 104 148 83 73 170
split_gain=93.3195 204.037 189.887 170.654 182.407 144.307 219.885 172.172 138.362 140.888 122.57 168.739 157.993 111.588
threshold=0.51323540861080141 0.39636990793281596 39.500000000000007 0.67456932498415967 -0.075430742302365295 0.37871683224044461 0.62883849741677011 126.06967977112716 0.050051440396612613 0.23456264726155582 0.20851583471245747 0.7880661452665032 0.68727635195833825 0.83528750627763515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 -3 7 -7 -1 13 -10 12 -12 -4 -2
right_child=2 3 10 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00042203646415322484 0.036660300577745726 0.15425189468253958 0.016024571174361894 0.069030075483849027 -0.07828152430615952 0.0072946363872730905 0.092396186112415624 -0.020970830838192348 -0.015787293915962116 0.017735683354331375 -0.060410968629274232 0.010040682449816672 -0.021088503290783444 0.13059109675672706
leaf_weight=26429.907010248178 836.81942213140428 35.373249160955311 2734.1923363634851 104.01318776863627 728.04056380840484 1421.9786160080112 386.03834337467561 4821.2647419991263 1561.2934651249088 6363.165648798109 872.95075945579447 556.80776296835393 1976.0411675430369 148.99212451511994
leaf_count=115383 1487 1401 3539 315 17615 11837 1287 55594 2695 6321 1807 1073 3395 72
internal_value=0 -0.00325923 0.00620182 -0.0511348 -0.0675069 -0.00200304 0.0254651 -0.0035922 0.0155261 0.0111309 -0.00732942 -0.0329741 0.000454863 0.0508567
internal_weight=0 33926.6 15050.3 867.427 763.414 33059.2 1808.02 31251.2 8910.27 7924.46 6139.99 1429.76 4710.23 985.812
internal_count=223821 203432 20389 19331 19016 184101 13124 170977 10575 9016 9814 2880 6934 1559
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=15
num_cat=0
split_feature=151 196 81 97 195 28 97 58 54 58 29 118 166 108
split_gain=53.4967 70.7973 58.4244 62.548 88.7678 58.2438 200.864 60.7311 51.4691 33.8237 32.2312 29.1404 29.0699 22.0533
threshold=-0.38590520279073565 -0.026580518460199997 1.8166894530811681 0.059708337067883345 0.31684618876634291 0.39692993576905605 0.34381976224460609 -0.11987257391301111 116.61915166998419 -0.32929175225313562 -0.10763982512932412 0.12318379929916211 -0.19865116287752815 1.3717616871506286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 8 -5 6 -2 -7 -4 -3 13 -11 -12 -1
right_child=2 9 3 4 -6 7 -8 -9 -10 11 12 -13 -14 -15
leaf_value=0.41830641929667334 0.00024679465705556945 0.19780662254346959 -0.043190969925718373 0.13828425558641197 0.024436751271272001 -0.060938036268388167 0.042849612841467856 -0.0084515981751465165 0.16748811975336705 -0.025013706059228182 -0.077748116617725904 -0.073593984267944945 0.044142889527344006 0.11425573791530859
leaf_weight=2.9743963768705717 21900.772988233024 5.6599276482884298 113.45180178130977 101.9256367192138 208.75817282882053 242.74198494567827 1165.587975678849 2400.9261293059535 12.916029062122105 260.44652734660485 24.63473495823564 234.77922572736134 95.092077431501821 12.048963267290672
leaf_count=23 182024 78 255 589 1541 2135 6205 22160 68 3342 905 3240 1081 175
internal_value=0 -0.0279567 0.00140457 0.0376598 0.0617866 0.000788257 0.0023996 -0.0132709 -0.0216575 -0.0452668 0.0363874 -0.0480449 0.0190629 0.174453
internal_weight=0 635.636 26147.1 437.052 310.684 25710 23066.4 2643.67 126.368 500.886 134.75 495.226 119.727 15.0234
internal_count=223821 8844 214977 2453 2130 212524 188229 24295 323 6660 2184 6582 1986 198
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=15
num_cat=0
split_feature=75 115 118 58 88 116 139 31 70 191 72 174 115 16
split_gain=57.2141 66.6566 96.5036 79.5317 58.0999 56.5027 61.0593 57.5075 42.8064 41.6118 38.0675 29.7806 29.597 27.0042
threshold=2.7582578855180831e-05 0.61267983808968485 0.35362573188189522 0.54511146052266513 6.7391251147440565 -0.015123902548817597 -0.25125655983547829 -0.15000488931475014 -0.21744257177736223 -0.15533980582524284 0.20432237423237073 0.8285560124096053 0.156105983314031 0.92093511920633508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 8 5 6 -2 -7 -1 -5 12 -12 -6 -3
right_child=4 2 -4 9 10 7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.18553319890268616 0.015377127578566583 0.071791088974191022 -0.10149259699848941 0.055656853867026602 -0.14096367997815371 0.056718142484533253 -0.049694229254553066 0.002253438075466577 0.015939455174399306 -0.21573934254855809 -0.13102233108045896 0.063927550771726613 0.10354744961325038 -0.14187889573119983
leaf_weight=13.185167796909807 219.43853509024484 94.363782025408 60.393116367515177 6.3558195019140831 6.8945905594264358 196.14103725902532 420.58896890229516 16690.401020318597 52.680285587615799 50.835689563071355 68.171091643413092 8.8535370241152105 17.556777604608214 6.3104146001860491
leaf_count=9 4029 1111 186 33 577 1927 99830 114534 282 166 670 154 303 10
internal_value=0 -0.0438906 -0.00155395 -0.0993045 0.00134383 0.00178067 -0.027384 0.00288606 -0.024392 -0.185578 -0.074105 -0.108614 0.0346023 0.0583979
internal_weight=0 284.124 161.067 123.057 17628 17526.6 640.028 16886.5 65.8655 57.1915 101.476 77.0246 24.4514 100.674
internal_count=223821 1797 1307 490 222024 220320 103859 116461 291 199 1704 824 880 1121
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=15
num_cat=0
split_feature=173 44 86 187 178 107 1 59 166 124 159 145 164 139
split_gain=68.5792 167.07 174.089 151.229 134.943 186.907 133.465 209.763 189.93 132.955 164.811 92.7796 85.5439 60.7838
threshold=-0.054519892985922927 -0.023024277349614389 0.030089585384249325 0.075167000908939893 -0.087848285595515579 -0.16881809570708009 -0.23241182907665994 0.030961409074185337 -0.4358999070050909 -0.30120542707386833 0.17664327132326657 -0.13696148405280076 -0.14056089354068432 0.79669805373709945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -4 6 13 7 -1 -8 -3 -11 -7 -2 -6
right_child=1 9 3 -5 5 11 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0014671158631163429 -0.016957065300943121 -0.067731929545717454 -0.067149325628879361 -0.0093817419468271851 -0.025493714472031959 0.074721869956793238 0.078133020129716749 0.058115712377732776 -0.014011759835607566 0.021321920726537553 -0.010910702169123819 0.0077225356074274339 0.035908995435439565 0.24357847619902373
leaf_weight=2502.5787499640719 783.65236251670285 253.94075216779311 1131.7176563876492 755.83424608461792 440.74639459550963 768.10246477593319 235.0126965038944 884.75143848976586 4644.2317965835682 3349.3703137921693 3013.6767918439873 282.77811402274529 502.24920040390862 8.5586029908154142
leaf_count=16368 3009 22878 4698 3989 2151 4871 3182 5436 31226 25069 86722 5311 8563 348
internal_value=0 -0.00582247 -0.0246855 -0.0440174 0.00602085 0.0336133 0.00101347 0.0162634 -0.00957353 0.00322409 0.00605585 0.0566932 0.00369143 -0.0203683
internal_weight=0 9790.44 3173.45 1887.55 9766.76 1500.19 8266.57 3387.33 4879.24 6616.99 6363.05 1050.88 1285.9 449.305
internal_count=223821 154928 20259 8687 68893 12681 56212 21804 34408 134669 111791 10182 11572 2499
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=15
num_cat=0
split_feature=129 123 35 44 35 145 25 125 73 64 158 195 145 90
split_gain=105.736 145.681 152.534 297.508 206.439 111.045 104.327 105.324 99.9399 147.891 98.4564 91.0426 86.696 62.6317
threshold=1.0212563822485337 1872.5000000000002 -0.050062057126102164 -0.028238897471000026 0.033230001985854081 -0.29432144501618812 0.39019076115054269 0.085398270528832032 1.288157328678708 0.29497002353075369 -0.031151880659558578 0.35624002385172743 -0.23964530161743233 0.89949004401822397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 8 13 9 -2 -7 -10 -9 -8
right_child=6 5 4 -5 -6 10 7 12 11 -11 -12 -13 -14 -15
leaf_value=0.0056383139770748098 -0.012222892384142195 -0.08430349226572896 0.014823948939454054 -0.028162162556923678 -0.0042470886124600987 0.075375066175251013 -0.016803720539414094 -0.12552050362858111 -0.10776803802317313 -0.061507038398921292 -0.034490253830234199 0.066981982574297758 0.06256682174519719 -0.18933315064743358
leaf_weight=5764.9303983587051 1673.2233075867698 59.29717223654734 10947.594778206014 4749.4461564819576 11787.47787689721 539.98470923706191 81.726006901590154 26.304353416897357 35.402972474694252 957.18762986524962 96.082517432878376 188.82714454829693 358.53732932917774 28.336577743291855
leaf_count=31519 9680 186 78738 14033 85709 1202 140 35 16 1021 557 131 822 32
internal_value=0 0.00127744 0.000330049 -0.00962969 0.00493617 0.0465778 -0.0173457 0.0250401 -0.0246941 -0.030157 0.0587791 0.0393913 0.0497108 -0.0612229
internal_weight=0 33944.8 33249.4 10514.4 22735.1 695.364 3349.55 494.904 2854.64 2630.41 636.067 224.23 384.842 110.063
internal_count=223821 211944 209999 45552 164447 1945 11877 1029 10848 10701 1759 147 857 172
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=15
num_cat=0
split_feature=82 70 14 180 157 67 109 158 38 38 124 79 138 76
split_gain=87.0009 177.259 174.207 201.442 128.435 99.7981 127.004 80.5337 48.4716 57.43 48.372 28.95 0.568105 0.141086
threshold=-0.25776224758160332 -0.049261103171133046 0.35894193730766583 27.537483266398933 0.030436992340897386 -0.099376514782329159 -0.13664856350726687 0.12723822717977415 -0.0043549000574701182 0.18217400476510259 -0.11527752084476699 -0.016168053340840632 0.63690392242233596 -0.016843316193338509
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 10 -7 8 11 -10 -2 -1 13 -9
right_child=1 2 3 -5 -6 6 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.091915945338639948 0.076027491604690411 -0.0025447402219312583 0.31399555331736689 0.029495446457715666 0.015031862982079758 -0.080267499204117687 -0.014708545584844199 -0.083022726063031169 0.090904662267244751 -0.10495945737600446 -0.024633275370614355 0.093541653180300333 -0.16617444129323389 -0.096437960668058348
leaf_weight=28.552936940453947 105.80772932516993 40981.689087409934 25.330971614224836 1422.3932174622896 4626.6801030962961 582.00009036567644 600.27054203674197 25.728709171409719 264.28017507854383 15.86917000019457 86.986013016285142 11.935476196464149 0.93168527074158092 11.274874426075256
leaf_count=765 716 108715 64 20561 35217 39505 13663 1995 269 276 1850 26 5 194
internal_value=0 -0.000711844 0.000322335 0.0344734 -0.000761705 -0.0361025 -0.0469815 0.0487278 0.0650288 0.0798099 0.0306107 -0.0372454 -0.0890521 -0.0871103
internal_weight=0 48431.2 47056.1 1447.72 45608.4 1375.06 1182.27 358.573 320.638 280.149 192.794 40.4884 37.9353 37.0036
internal_count=223821 220291 164557 20625 143932 55734 53168 3530 1336 545 2566 791 2194 2189
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=15
num_cat=0
split_feature=157 96 140 44 97 197 1 122 9 167 7 1 16 152
split_gain=51.0459 50.3692 110.432 183.569 93.8587 87.4299 125.295 85.1983 4.58618 26.5228 53.4551 9.49891 2.6523 6.04154
threshold=-0.49176382482268366 0.15155407909033911 0.17913550281206689 0.10838297365500903 -0.14188034501388921 0.080769547764752037 0.014031555764398544 -0.3208747457469095 -0.36863764539902194 -0.41151031291855228 0.35808281082043819 -0.36272614918458396 1.0590287394463971 -0.037966344841106163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 11 -11 -1 -10 -14
right_child=1 2 4 -5 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.080433115155243179 0.075717134530345037 0.04668836576604575 -0.56393966011432928 0.0021157343232369175 -0.0057739052576961701 0.0061123288889879659 -0.02753786161091596 0.0012873179480173201 -0.077557515850507242 0.33080666096408423 3.9263780476577099 0.31868562303963111 -0.081428540923799766 0.19154187407633697
leaf_weight=4.902319103366608 155.37428928152076 1509.3361644090328 3.0157723620068273 2382.4629359297105 2906.6218560611596 1877.5852701682452 2694.439829981653 15113.564107593353 94.593701107147353 0.24116691054223238 0.049903912258741912 0.678884639404714 2.4404365028603938 1.2142116740578774
leaf_count=1147 4174 6834 15 11170 23548 18874 9296 141012 7485 108 8 5 132 13
internal_value=0 0.000958006 0.00838438 0.0194021 -0.00635243 -0.00158774 -0.0137188 0.0020447 -0.069197 0.0166483 0.947265 -0.0318852 -0.074328 0.0092625
internal_weight=0 26642.4 6801.44 3891.8 2909.64 19841 4572.03 15268.9 104.121 5.87227 0.291071 5.5812 98.2483 3.65465
internal_count=223821 214923 41567 18004 23563 173356 28170 145186 8898 1268 116 1152 7630 145
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=14
num_cat=0
split_feature=145 8 148 134 154 97 193 100 2 193 2 113 125
split_gain=54.7317 58.5633 211.28 54.6535 58.217 22.7806 9.13667 4.37862 5.53127 4.53637 0.645846 0.00345382 4.44045e-05
threshold=-0.26740466006366376 -0.31734026405671117 0.55893034043817968 3.7025232817680718 -0.50511316510207138 0.94862302728500625 -0.11241072985986274 -0.089268402223075347 0.27683677206897861 -0.041010142436979161 0.68353457354059322 -0.32054947277567564 -0.32854549159155017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 4 -3 -5 10 9 -9 -8 12 -2 -1
right_child=1 3 -4 5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.08355233248259647 -0.095668492467699706 0.066357124412308635 1.8725199240220869 0.11064976335975051 0.00061448662081235326 -0.084641474765070057 -0.13933406566862186 -0.078992742995539489 -0.14300173305255523 0.073220076470402684 0.087464200370036341 -0.080810145503665137 -0.080233160932462744
leaf_weight=0.050885848701000547 0.17119431495666515 135.73754638946775 0.76630104987270886 6.3724317519227034 17558.511537466653 95.31580706348177 1.4723285391919487 55.130601835495327 17.87829851245624 3.1571885172998 3.286112017929554 1.8156984710440147 0.19385504680394572
leaf_count=1 1 1551 34 35 183475 1729 204 34467 154 149 15 1424 582
internal_value=0 0.000770049 0.46194 0.000698702 0.00111882 -0.0724033 -0.0815322 -0.088687 -0.0946672 0.00562133 0.0757924 -0.0820904 -0.0809233
internal_weight=0 17798.7 2.75319 17795.9 17694.2 101.688 81.1693 77.6384 73.0089 4.62952 3.53085 1.98689 0.244741
internal_count=223821 188249 1459 186790 185026 1764 35572 34974 34621 353 598 1425 583
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=15
num_cat=0
split_feature=157 11 135 135 169 121 196 8 85 191 78 11 101 108
split_gain=67.6093 78.7132 124.456 133.105 125.891 90.6693 147.363 144.401 78.2353 49.3686 41.1158 38.1492 37.6523 32.3292
threshold=0.0034080792639437428 -0.35349157548915927 0.067875617774690894 0.020092189038011632 1.0000000180025095e-35 -0.10682435052495197 -0.054379534103573157 -0.099863011387751707 -0.075385847936954409 0.11764705882353001 0.2050671116289923 -0.1323433468587171 -0.087714758856072342 2.0502160226948054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 11 10 -10 -2 -13 -11
right_child=8 5 4 -5 -6 7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.010144262143550048 0.063343265329278239 -0.037238944777369797 -0.050948558102315106 0.054829225862993825 0.028099968888497528 -0.027220297823984458 0.017129349622539744 0.0047225365564358603 -0.022172882915783856 -0.067845031217253479 0.17174966873372757 -0.057844801987407636 0.053068371041052831 0.34762940960924926
leaf_weight=1436.5653812553501 135.87697543519607 540.03225223065238 1073.2602946972474 403.96123438957147 248.02808544714935 1837.4460583815089 6487.9390154295543 6158.7298940335895 663.87555589758267 341.23592726710194 11.116404033607976 75.518621616000019 51.46630428401113 1.883200572352506
leaf_count=12896 1489 1989 2386 2300 990 6379 31777 53127 67895 14469 818 23112 4115 79
internal_value=0 0.00164728 -0.0126938 0.00411621 -0.0361098 0.00466535 0.0129517 -0.00261763 -0.0221219 -0.0346792 -0.0189792 0.0265149 -0.0128923 -0.0655647
internal_weight=0 18186 3161.81 1840.53 1321.29 15024.1 7027.97 7996.18 1280.97 1018.11 674.992 262.862 126.985 343.119
internal_count=223821 111844 18572 15196 3376 93272 33766 59506 111977 83261 68713 28716 27227 14548
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=15
num_cat=0
split_feature=169 116 177 6 162 42 26 19 178 183 171 44 65 171
split_gain=110.008 233.472 167.675 156.426 141.339 127.48 126.018 115.512 161.986 140.739 100.951 91.6316 84.8231 70.6424
threshold=0.68428327545820145 0.54455954196542733 2.8863832592974119 0.14212849854047868 0.088054560463831574 1.5546740685215443 0.031567633309965926 -0.15516447360587823 0.082185612608710254 1.0975503453309416 0.12334964440551066 9.785996004416452 0.62141400278345726 0.17820831868063358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -3 8 -6 -9 -4 -2 -7 -13
right_child=4 5 10 -5 7 12 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.016616556117552941 0.070907692654369012 0.053276703869002677 0.18801175880806956 0.0040318432206984658 -0.088800335629777627 0.077484634156608501 -0.0413406046176348 -0.029982336028327911 0.032936216130484232 0.01343081682654915 -0.11282069700537256 0.055255463750845037 -0.021454246059019546 -0.088695003253405458
leaf_weight=4332.8435147998207 588.3431718510401 148.94873690287932 11.907663922756909 23943.164669522102 116.30320529149321 174.18224819336319 2561.683116255037 1333.8192081417801 1816.2407749020786 1696.5781125069479 176.43164783270913 65.214866310358047 172.43560613656882 71.431802039034665
leaf_count=32372 1166 7195 16 160082 280 287 7427 5239 6149 2788 347 70 284 119
internal_value=0 -0.0025791 0.000241417 0.000867808 0.0125307 -0.0288393 -0.0361414 0.00650577 0.0256099 -0.00567734 -0.0938007 0.0537744 0.0282645 -0.0199944
internal_weight=0 31521.6 28464.3 28276 5687.93 3057.25 2710.63 4962.94 1932.54 3030.4 188.339 724.99 346.618 136.647
internal_count=223821 208010 192817 192454 15811 15193 14622 14456 6429 8027 363 1355 571 189
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=15
num_cat=0
split_feature=122 9 35 188 109 73 100 68 74 161 1 72 9 115
split_gain=85.9368 92.3404 99.2331 87.8147 182.373 178.133 134.251 153.639 150.601 70.1213 49.1942 48.2106 5.47045 2.2026
threshold=-0.39698452161470005 -0.39086735696130848 -0.011405101334954634 1.594700752558327 0.023426497657577889 0.60312934579795296 2.1115108017205704 0.0033155878885723186 1.1681926015611306 -0.34210196797405257 0.070916732945628752 0.24393897328452144 0.10267809874233003 0.25852489392160488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 6 12 -6 8 -8 -2 -3 11 -1 -5 -4
right_child=3 2 13 4 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.098546330269157587 -0.0025005247754028379 0.093122411852048503 -0.096584512178210208 -0.16261274733941555 0.041437861393395455 -0.0021079132642611025 -0.0023436904129182745 -0.097423681234383136 0.031003473531962866 -0.13711486540727669 0.18479562503152794 0.0054159828685751508 -0.098830743048595349 -0.18882060813636739
leaf_weight=58.515726722980617 42064.721673706445 326.41405667492654 27.353433626936752 15.388741290196775 1698.3808906041086 2102.13916264195 369.49829863430932 314.69578486774117 1385.8336965423077 13.786850351607425 12.405399586074052 187.64447653229581 106.57264902628958 2.8596755899488917
leaf_count=1280 214338 380 198 68 1235 2497 605 666 1313 160 7 658 403 13
internal_value=0 0.0363548 0.0683673 -0.000849653 0.0134892 0.0173519 -0.00212402 -0.0460758 -0.00143193 0.0837919 -0.00950539 -0.0192973 -0.106879 -0.105315
internal_weight=0 628.98 370.414 48057.2 3922.48 3800.52 44134.7 684.194 43450.6 340.201 258.566 246.16 121.961 30.2131
internal_count=223821 2696 751 221125 4203 3732 216922 1271 215651 540 1945 1938 471 211
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=15
num_cat=0
split_feature=20 19 20 13 154 106 160 74 175 120 116 136 85 25
split_gain=51.7702 61.1726 125.803 94.9365 85.1736 68.4672 156.776 77.1093 29.3539 31.5158 21.8563 18.0888 11.7655 6.90747
threshold=0.97135989787038857 0.3248439565048078 0.0049512230953947748 -0.15577987466281387 0.44742571134804571 -0.20534569490853125 0.0081612173633665731 -0.037540589990497024 1.1548592327017093 0.12877354042630787 -0.013390853648410431 0.13079512878828917 0.065457636010093329 0.045085567439478995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 -2 -11 13 -13 -10
right_child=8 2 3 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.037326458707084592 -0.1302601331246824 -0.013759588508723991 0.065666797516304984 0.010883554920756754 -0.17560307121689578 -0.0079549200497055477 0.021413484877089967 0.0051593180634182034 -0.20500526596158322 0.062844903433919672 -0.038780049529618832 0.22159762513904921 -0.029642584058508309 -0.095010738285058613
leaf_weight=1395.8730800729827 17.441145753895398 75.747457266668789 347.26989987293928 3550.2475196398445 56.976562895346433 6652.8563030204532 673.65382262435742 13750.05624469764 6.1173682506196192 47.150401956867427 38.396931701106951 1.9966058433055902 28.053972550900653 85.571411746088415
leaf_count=14684 49 356 3186 34926 99 69980 5840 92117 13 1714 303 14 302 238
internal_value=0 0.00115974 0.0125044 0.0157648 -0.0832367 -0.000874838 -0.018206 0.000883108 -0.04704 -0.00774609 0.0172317 -0.0802817 -0.0129498 -0.102349
internal_weight=0 26502.7 4030.24 3897.52 132.724 22472.4 2069.53 20402.9 224.728 102.988 85.5473 121.739 30.0506 91.6888
internal_count=223821 221188 38567 38112 455 182621 20524 162097 2633 2066 2017 567 316 251
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=15
num_cat=0
split_feature=154 127 151 1 127 178 35 167 126 19 77 96 75 189
split_gain=54.1252 143.821 99.1806 119.762 113.581 88.3788 96.6119 80.596 92.8715 77.1786 58.5501 55.6355 35.407 34.2814
threshold=0.081998663914958594 -0.32555351651314585 0.069281161017825804 0.014031555764398544 0.5506033268907381 0.22740821682249626 -0.11890030507826076 0.19481459883995675 0.95960441781706263 -0.16387685767872029 -0.20685207467047079 0.13899869257041234 0.00080211502676681365 37.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 7 4 -4 12 -7 8 -1 -9 -5 13 -3 -2
right_child=1 5 3 10 -6 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.013943658385950589 0.048123167307878398 -0.018040171741650065 0.047940117204421227 0.034456751403759617 -0.06276060783307591 0.14323419556874184 -0.019756468920344231 -0.01167401396032005 0.025739526424781001 0.018259186824481799 0.00018670395766774882 -0.10822040888637821 -0.077338210763937321 -0.013590435421027489
leaf_weight=6082.6575489897459 393.68717602308789 129.97937144172306 1208.1330433211842 576.95419323816895 100.38513489970137 38.844803574073012 570.07830467139866 1306.2821464895387 653.07118845232799 2529.0401935979462 3668.0521618893981 29.067181465885369 446.94136722974122 116.69100427729791
leaf_count=73942 4438 3620 10767 3212 611 431 4743 8750 7791 12749 20954 1285 69152 1376
internal_value=0 -0.0164583 0.00217721 0.0129976 0.0394475 -0.0359316 -0.00935887 -0.00350732 -0.0100961 0.00806416 0.00484447 0.0263492 -0.0639785 0.0340132
internal_weight=0 1725.29 16124.6 5553.52 1308.52 1185.84 608.923 10571.1 6735.73 3835.32 4245.01 539.445 576.921 510.378
internal_count=223821 85045 138776 35544 11378 77946 5174 103232 81733 21499 24166 7099 72772 5814
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=15
num_cat=0
split_feature=139 125 139 16 191 91 115 10 145 65 90 68 156 164
split_gain=64.9826 71.2866 115.288 157.638 109.534 170.178 160.42 102.747 14.5759 22.0509 26.0555 16.0221 12.7517 11.4432
threshold=-0.14597025601214011 0.082606429818391669 0.19782494125854252 -0.11228424545316254 -0.023440032526221437 0.012823879603909885 0.037976679648297075 -0.27353265481048022 -0.2087245721194089 0.025525762881028102 0.011289043723977776 -0.060094821209568133 3.7175368851632054 -0.10110369339139386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 13 -11 12 -10 -1
right_child=1 2 3 -5 6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.060234667048909611 -0.021023359543384884 0.014717136329727022 -0.011247842588518993 0.017033122781450413 0.029946318639693909 0.027048193377549063 -0.010366384418444235 -0.029823555714508222 0.11653632652675916 0.404720867549347 0.0011530963483319878 -0.067991052741065885 -0.09227516771679313 0.21129989393083673
leaf_weight=17.020246074360337 2330.9529835219728 652.00373594962002 4239.0315276160982 3683.6464155912399 3259.5122801895632 1076.5298217530144 1415.9389399763677 2518.2947317822945 8.6871092306246265 2.8521042701904653 3.6435411989223212 196.81873490164435 4.4087987140228497 1.7077387142344367
leaf_count=525 22603 3377 27465 19927 28961 13345 13386 24223 541 30 70 67271 2058 39
internal_value=0 0.000657133 -0.00454746 0.00190138 0.00779988 -0.00583606 0.0177378 -0.0206633 -0.0522341 0.0195905 0.178351 -0.0608646 0.046239 -0.0354744
internal_weight=0 19175.9 11093 7922.68 8082.93 3407.48 4675.45 3170.3 235.138 25.2236 6.49565 209.915 13.0959 18.728
internal_count=223821 153287 74992 47392 78295 35948 42347 27600 70534 664 100 69870 2599 564
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=15
num_cat=0
split_feature=19 103 157 73 35 5 77 65 80 129 94 181 189 154
split_gain=101.454 149.867 134.408 328.992 290.972 341.633 258.234 214.255 179.152 107.152 94.2659 74.4379 55.0438 36.9404
threshold=-0.43100846974716339 0.2311058720286078 -0.13152278155664596 0.27668384233724164 -0.11203111810672743 -0.076739207872772955 0.083179377072202951 0.65039354303314789 -0.074531726287078229 1.0192445628230937 0.023949322341127358 2.7672421104906006 31.500000000000004 -0.22637429797707351
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 8 5 -4 -5 -6 -2 10 -3 13 -11 -1
right_child=2 9 4 6 7 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.085368421935235528 0.14920029688331091 -0.007168511985722683 -0.094188298557837363 0.027745279669370401 0.0071261693984045697 0.077023166299691401 -0.0051800120556338008 -0.032232878912204076 -0.032094138536378762 -0.091528367037958858 0.087309137779119333 0.16488538307568268 0.017219275185462686 -0.0015473343504553395
leaf_weight=150.58882150167483 55.171106115472867 131.87973831107956 132.73820642528517 2846.5284864272107 11206.837739656994 955.34915110795737 14598.790556350315 1577.7784583095345 4528.8302676773583 56.462153494358063 530.13296495817485 16.317441586405039 264.98275436647236 80.780867455338011
leaf_count=4071 479 464 1540 3499 129939 2478 20730 3496 53726 34 1287 11 415 1652
internal_value=0 0.027978 -0.00121649 -0.00607198 0.00649384 0.0561367 0.000192362 0.00226878 -0.0299122 0.0454875 0.0684882 -0.0415444 -0.00188237 -0.056103
internal_weight=0 1231.14 35902 22029.3 13872.7 1088.09 17445.3 12784.6 4584 983.458 662.013 247.687 321.445 231.37
internal_count=223821 7934 215887 78434 137453 4018 24229 133435 54205 2200 1751 5734 449 5723
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=15
num_cat=0
split_feature=19 130 191 124 85 116 59 183 41 71 154 192 30 172
split_gain=87.6488 93.9706 90.4757 125.675 134.83 119.012 128.688 100.068 88.4491 84.887 83.757 94.6452 74.1882 62.7219
threshold=0.65061435859755667 0.618648066854117 2.3802373788030766 0.5238507394187385 3.0594226286063511 1.1629184599771014 3.328334743828893 1.031525024830505 27.263575613196689 0.70608792527237751 -0.13451837735778016 19.324578850582821 9.1893647796387707 2.3235283358487968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 4 -4 6 -1 -7 -5 12 11 -2 -3 -12
right_child=1 9 3 8 -6 7 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00047837694283348525 0.075217281251793722 0.076458438752033647 0.033730882778373862 -0.036490424677053344 0.29069507901096625 0.016168940833929005 0.077208295627844592 -0.070110055417565487 0.057284591303917491 -0.076219668134069496 -0.095961964255477705 -0.10037976672544491 -0.10160644087831157 -0.014371279200849005
leaf_weight=44765.36900518465 90.203447869978845 168.42714036197867 1373.5818917655852 481.64845805987716 20.727522954344749 193.55557000229601 214.2490173097467 440.0354916411452 127.13007926288992 70.567792727611959 341.20719443264534 46.527207360602915 27.172821625834331 130.16070667791064
leaf_count=207503 284 288 1458 638 30 901 269 1536 130 128 9661 82 98 815
internal_value=0 -0.0317534 0.000198888 0.0209999 0.0375509 -0.000714579 -0.000108336 -0.0437527 -0.0169076 0.0178011 -0.0534437 0.0154645 0.0517216 -0.073432
internal_weight=0 874.266 47616.3 2003.09 1394.31 45613.2 44979.6 633.591 608.779 266.168 608.099 136.731 195.6 471.368
internal_count=223821 11356 212465 2256 1488 210209 207772 2437 768 514 10842 366 386 10476
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=15
num_cat=0
split_feature=57 178 2 27 67 191 8 77 132 154 123 167 41 90
split_gain=57.0373 92.5697 108.349 107.039 87.8605 76.8598 68.3174 66.1792 117.197 140.179 74.2132 78.9525 74.672 56.336
threshold=5.7586632614704767 -0.022446865202965221 -0.053430657619313843 0.0055749795317284355 -0.072128568326843404 -0.24390243902439054 0.43652461304363782 -0.0527134548609417 0.25899081798680473 -0.26949383697380269 1277.5000000000002 -0.26228173942278599 -0.078181596944644924 1.3270888681175197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4 -6 8 13 -10 12 -12 -9 -2
right_child=7 4 5 -5 6 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=0.046803048207599271 0.0015032263828042558 0.11854898564904998 -0.10910039014143347 -0.005283674524198121 0.022337943793506135 -0.019728660594989192 -0.0072928314054786217 0.037692470036082559 -0.033897176401160474 0.084273385141305612 -0.061990824687652296 0.026982622425297715 -0.009960512631590826 0.14700289471187483
leaf_weight=568.16721891061752 5578.3374026981037 84.210143748554401 104.41905963327736 1291.0351675706952 3332.885514972586 1226.6204726265714 1015.1125180328381 338.53503268355416 137.58712823915994 371.248736265552 110.57928549050848 1016.9375603870722 11475.835637596327 26.738582336576656
leaf_count=14338 42632 834 766 16280 25828 13594 5019 6337 2612 2532 1828 8200 82842 179
internal_value=0 0.00803004 -0.00495924 0.0106339 0.0173796 -0.0267398 0.0154201 -0.00220518 0.00636887 0.0523206 -0.00625568 0.0182567 -0.00859504 0.00219732
internal_weight=0 7622.45 3190.24 1859.2 4432.21 1331.04 4348 19055.8 6113.91 508.836 12941.9 1127.52 11814.4 5605.08
internal_count=223821 76659 44978 30618 31681 14360 30847 147162 47955 5144 99207 10028 89179 42811
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=15
num_cat=0
split_feature=195 195 192 13 195 22 192 77 178 107 89 139 157 135
split_gain=53.42 92.1959 55.4342 100.317 78.7188 36.7058 33.3911 42.5447 26.4196 31.2154 16.198 10.4911 4.01704 2.20207
threshold=0.15008793528703659 0.17208494560522256 14.873742948330618 -0.46933907546644238 0.3009871292058513 0.15014576072525676 14.925098005581328 -0.15552920633183576 0.16210550702634741 0.33059713604829161 0.92946159681136609 -0.044613139672686285 0.21207603204076794 -0.05769501530803809
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 9 -1 -8 -10 13 -7
right_child=1 2 4 -5 -6 12 10 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.090981548891364977 -0.02926577339237036 0.37856871418881566 -0.013393246260746347 0.013909886266598526 0.00274110579383332 0.080950721973860579 0.0043292911086699965 -0.158762058707904 0.090413794597314287 0.10141177995810376 0.37058029349160615 -0.036857803111471049 0.058614100897117528 -0.096301952954858494
leaf_weight=20.618896735451926 41.789890548214316 7.5693967266129212 4162.0278633667222 2245.8014518977247 11058.869906940872 0.72946650784616096 21.937753937555048 64.572640876032438 139.9325999817811 14.26925354337436 1.2778865686850611 6.7910846560043856 2.0352544467023099 17.885973592048686
leaf_count=1355 246 554 49921 26374 142560 17 358 1114 673 73 19 55 27 475
internal_value=0 -0.000126752 0.000496436 0.0151348 -0.0016707 0.0515595 -0.0841667 -0.107883 0.0659245 -0.0122927 0.0244893 0.084523 -0.0747727 -0.0893561
internal_weight=0 17603.8 17474.3 2253.37 15220.9 202.263 129.578 106.363 181.612 34.8882 23.2156 146.724 20.6507 18.6154
internal_count=223821 221146 219409 26928 192481 2675 1737 1360 2156 1428 377 728 519 492
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=15
num_cat=0
split_feature=129 110 1 136 166 135 68 58 159 186 188 26 102 74
split_gain=63.212 83.1752 105.736 105.957 103.324 117.731 102.833 95.9004 63.9096 47.3223 33.2121 35.6391 34.4172 24.2611
threshold=1.0220876749591452 0.2925244729632836 -0.46395062793278147 0.36422368348101442 -0.37828307613756312 0.14616481383880472 -0.049372632512019461 -0.20383007899521091 0.16882155690497094 107.25000000000001 -0.12058649109632921 -0.058454170615400383 0.17495201985272377 -0.012770038322317188
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 10 13 12 -12 -2 -10
right_child=8 4 6 -5 7 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.08791603810818005 -0.14503733782473857 0.046579021682476553 -0.0086981106671867158 -0.043961375076259218 -0.074707757700412339 -0.021996203515722693 0.0090478449282701112 -0.015310430252539524 0.030014007570930382 0.26986178795227661 -0.017342182488766952 0.067455484537878196 0.086691040360538985 -0.035506292717266491
leaf_weight=264.24140572076431 16.865177655825395 562.52083655627212 5790.4305869590826 79.179914637235925 293.75085748015408 451.1353342118673 7488.2163121224075 3641.4492617192009 80.271761804629932 5.9124948289245358 56.683740022970596 394.5507340462791 10.338360117806586 190.95250217910507
leaf_count=2921 37 2905 45394 484 1159 1268 130651 29998 2503 75 355 2601 95 3375
internal_value=0 -0.00130756 0.00272621 0.0575101 -0.0124108 0.0160591 0.00130935 -0.0197443 0.0281992 -0.0100138 0.0503341 0.0568033 -0.0569719 -0.0161148
internal_weight=0 18570.9 13622.1 343.421 4948.86 1013.66 13278.6 3935.2 755.575 277.137 478.438 451.234 27.2035 271.224
internal_count=223821 214780 179450 3405 35330 4173 176045 31157 9041 5953 3088 2956 132 5878
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=15
num_cat=0
split_feature=134 145 127 1 170 8 120 11 193 112 20 145 133 151
split_gain=101.839 106.004 310.371 252.138 232.768 181.543 313.247 154.259 42.7684 36.3866 35.9213 186.266 25.368 20.4155
threshold=-0.037034288180468854 -0.22257783127095546 0.013509525062072385 -0.070148699775657838 -0.11675408547158432 -0.039935389401968384 0.4990020140611538 0.056235575993500014 0.82564184711537558 -0.031317067650702489 0.49184323081642728 -0.42237827313719983 0.18436802231022886 -0.29460465587383855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 -10 12 -12 -1 -11
right_child=1 5 4 -5 -6 7 -8 -9 9 13 11 -13 -14 -15
leaf_value=-0.07894309093871997 -0.047080096253261032 -0.0028052728651899814 0.081733364577641396 0.09906197059801819 0.016271955887543755 0.012787111601761481 -0.049030110523563541 -0.0038353491572290493 0.084818106412641051 0.052816517394557852 2.0457961533771534 0.027114358964218349 -0.017353378314237711 -0.084548757233323876
leaf_weight=302.61917220933901 1080.8974098093604 5324.4568737701593 641.91312890161498 132.53121210838071 3531.9752225744742 8982.3800271665605 2023.0100880199752 14751.688526796861 42.171164777304512 15.8024297945376 0.46984813227391242 16.828227360052551 85.847173648053285 34.311774119923939
leaf_count=54735 9838 20719 5655 569 12404 32486 10446 64676 126 77 34 9705 2094 257
internal_value=0 0.000447883 0.0133977 -0.0311184 0.0263394 -0.0017967 -0.0155326 0.00245558 -0.0450787 0.0163676 -0.0590538 0.0819455 -0.0653324 -0.0412336
internal_weight=0 36468.9 5387.32 1213.43 4173.89 31081.5 7347.47 23734.1 498.05 92.2854 405.764 17.2981 388.466 50.1142
internal_count=223821 156793 28466 10407 18059 128327 31165 97162 67028 460 66568 9739 56829 334
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=15
num_cat=0
split_feature=29 2 89 171 76 151 13 89 129 148 104 142 43 10
split_gain=84.4408 90.4313 93.1343 147.183 141.981 89.156 73.2462 71.8539 93.3433 67.58 16.5428 13.1505 1.11285 0.433666
threshold=-0.11820980100084326 0.88063955300864449 1.9939038610073478 0.23459685635072627 1.1698677047535997 0.075839150217557202 0.67591919656153876 -0.12676769984939615 1.0124726375080919 -0.30004057204691464 0.20757847264884582 -0.029852834849504298 0.58518155943203198 -0.094241632300234843
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 12 11 -10 -1 -9 -7
right_child=1 5 3 -5 -6 13 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.18632863201219005 -0.0009246377578577006 0.12256162084634566 -0.10590343498181146 -0.012758446357333336 0.020679922829237446 -0.17235802164411204 -0.093879022911150661 0.11875627631479375 -0.088829395372110556 -0.084871303225397543 -0.01201092184322001 0.069956858904998614 0.071828547390889882 -0.088750364447895996
leaf_weight=11.921216277987694 42740.539975688909 141.70627063332358 190.46864666603506 1551.6609674368519 3274.9394554137252 0.63400774262845772 17.574450834130403 21.884679523296658 283.0603760478698 32.793810635834234 31.115068408311345 52.367129132529953 6.5705380315193898 28.878675972257042
leaf_count=19 194785 349 252 3151 4780 3 1031 6 15604 2170 387 208 114 962
internal_value=0 2.67699e-05 -0.000246287 -0.0229421 0.000612967 0.0690999 0.0986804 -0.0439957 -0.0655134 0.0319467 -0.0812215 0.0915361 0.10792 -0.0905465
internal_weight=0 47946.4 47757.6 1742.13 46015.5 188.793 159.281 439.713 342.631 97.0822 314.175 64.2883 28.4552 29.5127
internal_count=223821 205313 202968 3403 199565 2345 1380 18508 16111 2397 15991 227 120 965
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=15
num_cat=0
split_feature=140 92 26 118 106 151 181 195 125 56 157 183 161 65
split_gain=52.6722 63.6094 103.07 91.7512 69.9989 187.766 69.0122 60.5793 42.1885 30.3041 42.0035 26.4466 66.8195 28.3198
threshold=0.77593679223508083 0.29732731230754439 0.3834910880074584 0.18019247897651552 -0.19698351968305247 0.17303538716728803 0.76280353965414249 0.31907656266161472 0.25357417355437945 0.073193876391771842 -0.17355891806183951 1.0715263652010643 0.017842365527145639 0.15313376358197994
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 -2 -11 12 -10 -13
right_child=8 2 7 -5 6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.045042981803342763 -0.09675816807002606 0.051920764974664906 0.026071276925196313 0.0081556068440702054 0.0017665030649378077 0.023603521214422368 -0.030989722201159642 -0.011769969888101211 -0.038898262667754646 -0.069782186810840446 0.3010573492707268 0.32379131307451398 0.079530291197119601 -0.054445123320757786
leaf_weight=1104.1818067424319 118.62418665609584 937.25737644622859 568.4298980658059 979.77038119583449 19670.875230597136 623.42488272057381 664.92960065510124 1654.1352235175582 116.89051580471278 8.5735335628560261 4.744553792406804 2.0104623976803842 80.419167717220262 128.69421160870115
leaf_count=10208 944 5579 3855 4079 171987 3354 2870 14846 1289 325 39 51 1194 3201
internal_value=0 0.00118789 0.0125627 0.0295529 -0.00094627 -0.0202712 0.000695457 -0.00209192 -0.032948 -0.0807001 0.062329 -0.0137399 0.00937066 -0.0486272
internal_weight=0 26203 4139.59 1917.03 22063.4 1727.61 20335.8 2222.57 459.957 131.942 13.3181 328.014 197.31 130.705
internal_count=223821 216778 28359 9658 188419 13562 174857 18701 7043 1308 364 5735 2483 3252
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=15
num_cat=0
split_feature=70 95 155 42 4 28 104 158 181 155 128 126 119 35
split_gain=52.7453 66.9621 126.374 101.462 74.8242 70.7498 97.2412 75.7694 28.3178 43.3654 28.9872 35.1294 20.7928 0.000497975
threshold=1.279880211285533 0.65640872293635444 -0.10830061319107763 0.62616659049391354 -0.081730059695282214 -0.019467794114020189 0.80781791893762256 0.41114932871314547 0.15494532709115599 -0.38422836714107894 -0.42890574445680313 0.95022764541560256 -0.21966953973421519 0.29236139860555793
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 -2 11 -10 -12 -11
right_child=8 2 4 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.0079206870783567473 0.27825631495065811 0.068622760650526318 1.2512590504798653 0.0064504987054631053 -0.039748133405453169 -0.002585135806755972 -0.37919846902876475 -0.028251136665997597 0.021936857629567572 -0.080476613837781208 0.12155783455296727 0.54600010279088307 -0.080834894750996755 -0.08302129270865044
leaf_weight=6311.7498284611293 6.343580917455256 540.3694358095745 0.44966957660790186 510.43404400511645 275.28099183588756 8627.8413403247723 6.4954262794244633 1327.135952980294 13.083424792974254 6.2854734617012564 5.2441238997926112 1.4176974387373764 158.33811957869148 0.8762349784374236
leaf_count=84736 13 3104 124 1828 8402 111414 80 8877 287 943 186 18 3807 2
internal_value=0 0.00100729 0.0226115 0.0384222 -0.0376427 -0.000753809 0.00752271 -0.00600677 -0.051747 0.087859 -0.0623343 0.0731717 -0.0743466 -0.080788
internal_weight=0 17599.8 1326.53 1050.8 275.731 16273.2 6318.25 9954.98 191.589 13.5053 178.083 14.5011 163.582 7.16171
internal_count=223821 218565 13458 4932 8526 205107 84816 120291 5256 958 4298 305 3993 945
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=15
num_cat=0
split_feature=114 4 173 8 151 27 119 61 115 31 4 180 127 173
split_gain=62.0611 131.616 112.876 224.716 99.9789 96.4073 81.7111 120.015 108.123 143.856 140.182 86.6346 64.582 60.1023
threshold=4.6026705498078178 -0.10689383797638698 -0.063136176511443473 -0.087657135000813222 -0.046729887495440582 0.018399960052029426 -0.21543692822252056 -0.011244618175966441 -0.087344505252517371 0.025869349834236315 -0.040266363123127299 34.868139223560917 0.055664382659299384 -0.046082336985629059
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 13 9 -8 -10 -9 -7 -2
right_child=6 2 3 -5 -6 12 8 11 10 -11 -12 -13 -14 -15
leaf_value=-0.070972882993753594 0.052921020591998269 0.055022459670107562 -0.023267041463196525 0.03472566454495675 0.0082092931691781345 0.078038080330204332 0.0029817196866334626 -0.10279930428671864 -0.041262543486009585 0.049037584001294432 -0.0028879953091328842 -0.029181060721190418 -0.029393800725588087 -0.059013389231532189
leaf_weight=330.23024122450443 227.26353555604874 1020.9575485493406 1530.2270934082699 1186.0587646623535 824.76718511325453 92.258735319599509 3991.7988386587967 200.18669934012723 1102.9709728595917 817.00662368023768 6951.5566106975602 793.38797369220993 142.20367926379549 60.80333785678522
leaf_count=2897 2319 10159 5791 10192 6584 863 30358 1269 7354 5724 130122 5799 542 3848
internal_value=0 0.0093845 0.0150217 0.00205531 0.0341039 -0.036157 -0.00345799 -0.0275367 -0.0010589 0.0108065 -0.00814293 -0.0440138 0.0128796 0.0292946
internal_weight=0 5126.7 4562.01 2716.29 1845.72 564.693 14145 1281.64 12863.3 4808.81 8054.53 993.575 234.462 288.067
internal_count=223821 37028 32726 15983 16743 4302 186793 13235 173558 36082 137476 7068 1405 6167
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=15
num_cat=0
split_feature=148 197 196 90 183 95 1 16 6 155 35 62 173 19
split_gain=101.12 116.185 108.868 184.707 220.113 155.273 153.66 163.654 137.61 103.455 81.0084 89.2777 75.0837 52.3388
threshold=0.79543638230996117 1.6396378579018214 0.95117711803148242 1.3270888681175197 1.6065488976948772 1.4720140073579031 -0.35068736798125899 -0.014373515641255457 0.6574938061733574 -0.082590375053121112 1.1389167180270388 -0.0042893385190446364 1.0195610857837234 -0.14421771754366672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 -5 8 -8 -4 12 11 -2 -3 -11
right_child=1 9 6 5 -6 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0016275368656670291 -0.020273738362119278 -0.095342696736521113 0.060488302342013855 -0.054689189821685115 -0.026971308939219542 0.0019058652247893196 -0.014917880441490809 0.019693862940026962 -0.022880102828100272 -0.061155648491732273 -0.085247083137519566 0.063983435449566459 0.081859343549466279 0.07238793967766971
leaf_weight=23823.462041157349 149.37668205595401 169.98873653425835 939.83572186660604 1252.8162497157755 3033.942993694327 790.75101396720856 2596.8592086197459 2882.3913899176987 250.834325150121 39.279703972861171 45.992924707592465 795.28581605723593 27.825701931491494 116.06998106348328
leaf_count=201872 796 131 1439 1927 5539 1427 3546 3881 673 69 244 1982 91 204
internal_value=0 0.0267941 -0.00115062 -0.00380832 -0.00160313 -0.0327899 0.0103653 0.00328983 0.0429254 -0.0224527 0.0443504 0.0506601 -0.0704165 0.0386218
internal_weight=0 1343.82 35570.9 28901 26857.4 2043.57 6669.92 5479.25 1190.67 353.164 990.655 944.662 197.814 155.35
internal_count=223821 3517 220304 210765 207411 3354 9539 7427 2112 495 3022 2778 222 273
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=15
num_cat=0
split_feature=143 53 173 98 76 179 185 173 110 177 135 167 125 189
split_gain=85.365 224.021 303.369 221.127 327.877 209.109 281.223 234.795 212.803 208.17 200.317 199.761 187.002 176.333
threshold=0.013953578430230667 0.00075846154651853257 0.23049129971292759 0.01888725712557969 -0.077055404579638179 -0.018842672784277474 0.21492182745095215 -0.044695585823476575 0.057864517778731382 -0.074669474759240531 0.1232572104779454 -0.25073470902217637 1.0274569009191472 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 11 4 -3 7 12 9 -9 -1 -8 -2 -7 -5
right_child=1 3 -4 13 -6 6 10 8 -10 -11 -12 -13 -14 -15
leaf_value=-7.6811546477410341e-05 -0.011879944070324656 -0.049772294621800765 -0.035545881759965321 0.091628963294459645 0.035028556304199009 -0.048160727805341176 -0.048435618576685185 -0.022239195888411639 0.026980560490216861 -0.030300536161407272 0.014572325120956995 0.039255769833702436 0.086662294904903125 -0.0085788699517117782
leaf_weight=10561.472284491567 935.73645504144952 544.15291772552882 823.53715264797211 177.86718445038423 2812.6188958098646 2783.4378853179805 646.58201756505878 1084.8737099797727 4615.7588044290314 2905.8997891894833 2297.4259136482142 4161.1040600388078 106.82499931368511 13788.74977306751
leaf_count=50002 1561 20783 2975 175 25105 35749 2082 13467 10880 11986 4285 5883 150 38738
internal_value=0 0.00397533 0.0207685 -0.00176385 0.0212818 -0.00444303 -0.0210195 0.000602435 0.0176137 -0.00659829 0.000734114 0.0298677 -0.0431776 -0.00730271
internal_weight=0 23243.8 5920.38 17323.4 3356.77 25002.3 5834.27 19168 5700.63 13467.4 2944.01 5096.84 2890.26 13966.6
internal_count=223821 95220 10419 84801 45888 128601 42266 86335 24347 61988 6367 7444 35899 38913
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=15
num_cat=0
split_feature=186 157 116 186 118 29 193 93 193 51 190 17 69 64
split_gain=50.628 92.6863 74.0491 57.7901 198.788 107.244 75.2987 126.184 81.5242 66.6632 18.3058 16.9117 4.47461 2.54559
threshold=15.250000000000002 0.076014181898170718 0.014362230782463429 19.750000000000004 -0.031609750600219776 -0.11441128060287216 0.014909637292455969 0.0094716852968145786 -0.063018889894918204 19.58872205223582 -0.11762728953117055 -0.13197386713502865 0.045610654104747454 0.015793941456790049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 10 4 9 -6 8 -8 -5 -2 -3 -4 -1 -14
right_child=3 2 11 6 5 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.050117319834913604 0.059886830401815208 0.080117089328101965 0.23830973134723804 -0.016894177789407223 -0.024605407186098618 0.051316536879480026 -0.021270885465931814 0.00057569341431535986 0.008981481224158731 -0.018070667268896515 0.21777287117764954 -0.041266486187125445 -0.031299581530126568 -0.085972094384417136
leaf_weight=2.5442333491519085 119.33848382046563 20.398850988131016 2.2453993866220108 1402.7955698508958 218.27843172400026 1260.2380628702813 3741.1450337441893 9014.0150418601115 9222.7461386300856 1356.8453154479139 18.351328659802675 59.429911493556574 8.9386849981965479 180.21899862121791
leaf_count=38 1792 142 13 14217 1786 11079 32069 56288 94909 9696 105 562 323 802
internal_value=0 -0.0408476 0.0369762 0.00101288 0.0141902 0.0401079 -0.000652389 -0.00583201 0.00556535 -0.0117684 0.145308 -0.031088 -0.0816167 -0.0833885
internal_weight=0 292.127 100.425 26335.4 2954.7 1478.52 23380.7 12755.2 10625.5 1476.18 38.7502 61.6753 191.702 189.158
internal_count=223821 1985 822 221836 24353 12865 197483 88357 109126 11488 247 575 1163 1125
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=15
num_cat=0
split_feature=76 71 126 8 70 103 5 28 139 126 97 156 57 140
split_gain=50.9138 52.221 146.987 164.987 81.3917 129.705 84.0764 79.5576 15.1937 19.3589 12.621 4.80826 2.91127 2.23636
threshold=0.80275816437073944 -0.091995439210071112 0.87114138153238019 0.092838461851615803 -0.030657728127294944 -0.029129933329092892 0.16258851072066949 0.20194919195654082 0.10060771789285645 0.94638015136091591 1.1194390613921201 9.8139690256719998 24.219643715038583 -0.453844305059598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 9 10 -2 13 -13 -10
right_child=8 4 7 -5 5 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.24865557414773873 -0.077972233931140056 0.020134226905278135 -0.01240846962432769 -0.043970577189397987 -0.034365445776901024 0.0017305531712848744 -0.0073832399957330392 0.043082533790612873 -0.16560354791664855 -0.084466080008650385 0.13489067932335594 -0.080766281110129137 0.21359334153277196 -0.081339815941807003
leaf_weight=50.390516049830694 3.7287328342504251 4088.0189050399094 1862.451841903543 180.23044631865923 1127.0624930775066 8527.4746661781555 1524.3774819315258 299.98143536996213 3.2598643489181987 13.577422152273355 11.010464004299136 0.54408599704765837 0.87847751379013062 93.150507676316465
leaf_count=501 261 41941 17863 1301 28454 104217 16648 1475 3 94 91 52 1 10919
internal_value=0 0.000930837 -0.0128041 -0.0886941 0.00308376 -0.00248326 0.0126602 -0.00471053 -0.0628251 0.00168239 0.0810405 -0.081496 0.10101 -0.084189
internal_weight=0 17660 2393.05 230.621 15266.9 9654.54 5612.4 2162.43 126.15 28.3166 14.7392 97.8329 1.42256 96.4104
internal_count=223821 212400 21140 1802 191260 132671 58589 19338 11421 446 352 10975 53 10922
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=15
num_cat=0
split_feature=44 68 87 178 115 34 20 25 193 106 28 119 135 148
split_gain=61.5067 106.232 149.211 135.928 109.013 138.75 125.04 103.052 85.8364 84.3487 124.366 83.8179 83.2217 50.781
threshold=-0.12613775151830398 -0.057990469268172744 0.017216798673839562 -0.19320075204813644 -0.1319742870427785 -0.036924358383894414 0.11170653454865274 0.087195163440377157 -0.072680197172072206 -0.43116639534363271 0.035148429512675224 0.0081437311109194051 -0.05992584439364982 0.21718736549573889
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 -1 -11 13 -13 -9
right_child=1 4 8 -5 5 -7 -8 11 -10 10 -12 12 -14 -15
leaf_value=-0.056510457928324209 0.045627651875036881 0.04772706440966154 0.11027118555594831 -0.041477716288382968 -0.019097984422520014 0.0067121132836626797 -0.028306705266241516 -0.010411371316831683 -0.0017046125689871424 0.026647635632899892 0.11274421821381198 -0.049952150604082833 0.034812503474496027 -0.072838136962637912
leaf_weight=80.742909770458937 196.43601862781361 968.79159585153684 70.31940997694619 2036.0115677419381 2898.4256286858872 7401.8369853000258 278.4561067718605 784.83174085314386 2585.8976258549264 605.29181857133517 232.11472341920307 136.59069457590522 761.91788222534524 156.24569061932561
leaf_count=115 2573 6263 1002 12583 23264 136123 3677 4553 15384 10029 2128 1030 4575 522
internal_value=0 -0.0024006 -0.0147566 -0.0338132 0.00283033 -0.000550677 0.030752 0.013738 0.00125978 0.0411005 0.0505121 8.12413e-05 0.0219266 -0.020776
internal_weight=0 16436.2 4888.66 2232.45 11547.5 10300.3 1247.25 2757.74 2656.22 918.149 837.407 1839.59 898.509 941.077
internal_count=223821 200869 31542 15156 169327 159387 9940 22952 16386 12272 12157 10680 5605 5075
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=15
num_cat=0
split_feature=16 95 152 143 1 19 109 196 195 13 73 35 168 36
split_gain=99.8409 197.732 166.443 264.47 276.226 238.222 249.609 244.926 158.362 153.689 311.771 171.878 38.814 69.7664
threshold=-0.25634900187959503 0.050749831038120773 -0.060861960033345298 -0.065912299609500166 0.062645874441864605 0.036356482540745853 0.51926917098308734 0.10710332035468684 0.57027904206039615 -0.33229366931081739 0.84277765377767488 -0.028195249721373789 35.682365907471628 2.5176054289219825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 8 -5 6 -2 -7 -4 10 -3 -11 -1 -14
right_child=2 9 3 4 -6 7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.076910239953476511 0.0035650421955428961 -0.026701242564903582 0.013079819852789019 -0.021377279112475396 0.014540228681944788 -0.052984927468698567 0.037199843973251712 -0.0017807227096749906 0.1278126218489076 0.050552820513657296 0.042656745294068842 0.0051046170026460601 0.84216107836616683 0.018108778063376855
leaf_weight=286.76500676103751 9063.2057372484669 1824.4122997512459 289.34109594865549 10015.355575200474 2723.4047372917776 1225.6717108197699 2916.358002631423 3927.7867788543008 205.9219213841061 1804.3644047525158 1005.1781120160595 1544.3228359075583 1.0745812093373412 23.396174562018132
leaf_count=21450 57777 4575 6403 33779 56536 16192 5792 8481 831 4448 1854 5148 8 547
internal_value=0 0.0111774 -0.00248743 -0.0109111 -0.0136985 0.00401928 0.0117532 -0.0139589 0.0607838 0.0150952 -0.00206265 0.0295934 -0.0665943 0.0542953
internal_weight=0 6489.51 30367 13234 12738.8 17133 11979.6 5153.46 495.263 6178.28 2829.59 3348.69 311.236 24.4708
internal_count=223821 38030 185791 97549 90315 88242 63569 24673 7234 16025 6429 9596 22005 555
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=14
num_cat=0
split_feature=152 151 149 142 116 22 133 88 151 131 117 178 183
split_gain=85.0886 175.133 149.734 230.278 134.721 130.806 131.007 127.476 114.109 103.23 40.3667 2.33712 0.194902
threshold=-0.32739884012449977 -0.21156592069548025 -0.43826382794878666 0.13213933922941171 0.57036490839276222 0.045443963936433442 0.16257765358227053 0.2405055227553318 0.33331329331915305 -0.15308727919259987 -0.61388957177576897 -0.022446865202965221 0.97414980434558762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 10 -7 8 9 -1 -2 -9 -13
right_child=1 2 4 -5 -6 6 -8 11 -10 -11 -12 12 -14
leaf_value=0.048629509200720983 0.092562709402206594 0.03948097416377578 -0.0029075878332512489 -0.016217484144485636 0.020254855624120282 -0.003783919578128975 -0.033922818708288081 -0.12241322370821302 0.38572533734213216 0.0076429790846031234 -0.091421225193805855 -0.10821221901876608 -0.087663534861632905
leaf_weight=741.31282606173772 12.480172717245294 2253.9093927853392 30618.89915530396 1106.7676730533422 2735.4501579450734 4461.2018478791579 2131.2582700889034 30.616418454796076 8.3030557334423047 3592.2134758835309 268.14375203524833 4.9788700551725915 63.299290635040961
leaf_count=2870 14 6490 152793 4365 16683 18338 6895 23 14 10642 4154 18 522
internal_value=0 -0.00172344 0.00101911 0.0211379 -0.00100799 -0.0163737 -0.0135274 0.0128069 0.0153639 0.0146543 -0.0832389 -0.0994561 -0.089162
internal_weight=0 43588.1 36715 3360.68 33354.3 6873.08 6592.46 4440.72 4341.83 4333.53 280.624 98.8946 68.2782
internal_count=223821 209732 180331 10855 169476 29401 25233 14089 13526 13512 4168 563 540
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=15
num_cat=0
split_feature=92 70 101 109 185 139 64 195 61 50 65 90 71 151
split_gain=49.6459 50.6754 100.227 111.39 97.6122 82.6437 147.642 60.9876 31.438 26.6936 41.9988 26.739 8.31024 6.37137
threshold=-0.12013921675869497 -0.11271958116445482 -0.18216690487410594 0.056918592391539027 -0.14181872044603985 -0.40244293875561271 -0.11837082570385966 0.3587286973913118 1.0000000180025095e-35 1.4669640936583985 -0.19642625491920376 -0.18837288852991976 -0.056389855190840055 0.16880383326889434
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 11 -11 -1 -10 -14
right_child=1 5 4 -5 -6 7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.086459859748809417 -0.025516751961024983 0.12093181087414023 0.15028037744160488 0.15628798446029396 0.028254970186043379 -0.0040198172992227735 -0.049753485694797865 0.0060869484307146948 -0.10786327546209407 0.89447862113423116 0.022323978884956706 -0.033829784953342823 -0.086976870830966418 0.19338072095006148
leaf_weight=19.866613491212775 567.34671589848585 55.388778186403215 70.145643958356231 35.82862167712301 1001.6037758495659 12340.431904191497 595.82466679811478 11566.932745267455 61.587376895302441 0.8098889505490664 1.7349273841828097 264.66104763714611 1.5855906041106202 1.6584586659446356
leaf_count=293 4456 262 697 236 10583 96200 6456 100507 498 22 42 3467 89 13
internal_value=0 0.00106046 0.0178901 -0.0147175 0.0362415 -8.73441e-05 -0.0352359 0.000870068 -0.036751 -0.0225469 0.299888 -0.0254308 -0.0996463 0.0563506
internal_weight=0 26233.5 1674.92 603.175 1071.75 24558.6 651.213 23907.4 351.904 287.072 2.54482 284.528 64.8314 3.24405
internal_count=223821 219397 15972 4692 11280 203425 6718 196707 4424 3824 64 3760 600 102
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=12
num_cat=0
split_feature=191 145 133 77 116 196 101 2 187 48 76
split_gain=50.0208 49.0365 48.2814 67.8027 59.6455 7.68759 5.3933 0.586594 0.0062918 0.00253213 0.00091032
threshold=2.3802373788030766 -0.26740466006366376 0.035580055882991041 -0.057056114471345683 0.018846947440231972 -0.11241072985986293 -0.093469253776842329 0.68353457354059322 0.52174697446267182 949.12976956682542 0.1405622148515179
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 -2 10 -10
right_child=8 2 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.080969070183826805 -0.085752882161776622 -0.028452770144997377 -0.019370055029204261 0.008708170924167747 0.0047605665096282987 0.047593722726099602 -0.09252117338061544 0.086374712260439648 -0.081073412591306224 -0.083424868627469492 -0.080319340800820704
leaf_weight=0.22598008916202106 2.8106810634490094 1206.2171860537856 1102.2876096976306 828.04836411899487 14483.968110382491 2.8620734050073215 68.43106518054492 2.8667812421917915 42.475002134473471 3.8509641624987117 25.693117964125122
leaf_count=583 29 8079 75198 14580 88009 280 34647 15 617 14 1770
internal_value=0 0.000820875 0.00116291 -0.0133264 0.00305401 -0.0802005 -0.0868962 0.0741473 -0.0811113 -0.0809301 -0.0807892
internal_weight=0 17694.9 17620.5 2034.27 15586.3 74.3859 71.2931 3.09276 74.8298 72.0191 68.1681
internal_count=223821 221391 185866 22659 163207 35525 34927 598 2430 2401 2387
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=13
num_cat=0
split_feature=77 62 166 0 115 73 163 136 91 23 5 71
split_gain=64.5085 65.3072 68.2108 68.0466 136.176 76.5718 58.8398 44.9615 35.0146 29.6239 16.745 10.7914
threshold=-0.23120186094721093 -0.19021893245533775 -0.38257988513556523 1.6416832925544227 -0.15581550337471736 0.80055105712219254 -0.22419922759199182 -0.35112883371999143 0.0024580005415220526 61.932253905646697 0.0038726151782419766 0.075716532974178977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 4 -3 -5 11 -2 -4 10 -8 -1
right_child=1 3 8 5 -6 -7 9 -9 -10 -11 -12 -13
leaf_value=0.11401893841080427 -0.060645673889614643 0.031491057002309052 0.23840870385329016 0.0057999334350064677 -0.017657572826172478 -0.036530771360721727 0.12585552751206031 0.070310331502669188 -0.081636867765198851 0.31497422477174553 -0.08460221742311419 0.35934991230652047
leaf_weight=4.459085399284958 42.586868606973439 669.28342139617598 3.4741775922593652 13943.176153890552 3574.8605490549744 440.83510976500111 3.8755703456699839 68.207249900966417 213.01362372932272 1.9275012463331211 154.21264544865699 2.9987418279051781
leaf_count=30 523 4336 159 170659 27758 4575 179 1787 6080 19 7700 16
internal_value=0 0.000441562 -0.0438415 0.00121958 -0.00990704 0.0045026 -0.0618954 0.0199737 -0.0765008 -0.0746918 -0.0794428 0.212665
internal_weight=0 18955.4 327.282 18628.2 4244.14 14384 167.474 110.794 216.488 160.016 158.088 7.45783
internal_count=223821 215877 8549 207328 32094 175234 7944 2310 6239 7898 7879 46
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=15
num_cat=0
split_feature=181 195 127 73 151 170 67 154 50 99 196 176 138 26
split_gain=98.7241 148.902 128.413 149.428 183.737 129.202 133.479 123.122 105.487 110.048 98.9647 96.2448 49.481 46.5514
threshold=-0.023244407881257961 0.22162928980237653 -0.39934444181474454 0.12728127850856322 -0.37744633928411114 -0.16197278444054616 -0.13785081707509816 0.069541310140586468 -0.21901656335492395 0.52935018631136266 -0.022301729115190041 -0.03811570920734822 0.15843422123258508 0.22765793071415999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 6 -4 -7 13 -10 11 -1 -5 -3
right_child=2 8 5 12 -6 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.10523360183196379 0.2109748968300853 -0.084010670274909813 -0.05898403928850135 0.011757391481637588 -0.0397551610653979 0.0030918071867195992 0.055977907177992982 -0.010518073282236258 -0.045398699604708229 0.021535046270187774 -0.050709315723871731 -0.017592827651453605 0.075453195526262451 0.14372545108948989
leaf_weight=198.03216605282432 32.092228433350101 11.057033363369554 118.00526177891152 155.7850322064478 327.35603393987549 23144.543585324573 700.67063174959912 9325.1234846055086 1612.6422946592938 289.77252123923972 97.449351878130983 94.115284335137403 561.69592271419242 47.683629892300814
leaf_count=1602 177 2110 2530 876 6920 69653 7783 42496 80812 1108 1663 4391 1662 38
internal_value=0 -0.0199106 0.00127186 0.0352576 -0.0173695 0.000172366 0.0394071 -0.000816881 -0.0311282 -0.0352035 0.0365565 0.0656651 0.0616231 0.100858
internal_weight=0 2350.75 34365.3 1076.93 359.448 33288.3 818.676 32469.7 1961.16 1902.41 389.597 292.147 717.481 58.7407
internal_count=223821 91724 132097 9635 7097 122462 10313 112149 84068 81920 7656 5993 2538 2148
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=15
num_cat=0
split_feature=152 182 118 173 171 108 129 121 49 125 35 139 168 155
split_gain=83.9513 179.668 151.592 148.207 130.799 128.866 118.503 110.75 110.685 166.35 135.882 83.2511 41.3981 45.3412
threshold=0.19828832678154715 1.4923675011263631 0.34496209885552914 3.9294414963159938 0.61527329013534082 2.183262431065208 1.0164003324451716 0.19700312273806905 -0.15130512895148188 0.02394224992234668 -0.11203111810672743 0.49979180715979454 5.8650421625191749 0.25951288302025616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 11 8 -2 -6 9 -1 -10 -3 -7 -14
right_child=1 4 3 -5 7 12 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.083816413653398758 -0.029675639835940182 0.041767714804969283 -0.051030003560059489 0.092295751218736066 0.11294398548924492 0.10349137950752088 0.0018158172242067256 0.018454801051334607 -0.019771856653383768 0.028884907930955286 0.0023558003448870871 -0.055118260424235059 -0.1250559934371481 0.020983630860917271
leaf_weight=138.8324233980602 1694.7832973804543 159.03989942744374 1383.8075731926656 76.115707256365567 254.76398867927492 10.638836830854414 4051.5713498107507 241.75646436028183 3020.1287288948079 2312.0043888934888 34215.483867022383 200.49452700838447 126.67765442887321 25.54673804162303
leaf_count=3533 27190 113 7510 170 180 3 25829 496 7801 6543 143692 187 491 83
internal_value=0 -0.0096374 -0.0147826 -0.0435575 0.0336748 0.00155165 -0.00747202 0.0669371 0.00191594 0.0225007 0.000561057 -0.0122608 -0.0872186 -0.100547
internal_weight=0 8062.33 7206.28 1459.92 856.055 39849.3 5746.35 496.52 39686.4 2450.84 37235.6 359.534 162.863 152.224
internal_count=223821 61675 60699 7680 976 162146 53019 676 161569 10076 151493 300 577 574
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=15
num_cat=0
split_feature=114 6 195 1 62 186 132 8 6 21 103 128 143 148
split_gain=47.5052 94.4037 121.232 137.876 87.1965 60.9929 79.9917 54.7225 78.6494 70.1416 41.9143 35.8483 33.2563 28.1896
threshold=20.110051268876344 1.107641695029705 0.32661083479099889 -0.40610036452437731 -0.085796808244272146 39.750000000000007 0.1572774407468405 0.3086554134626312 0.61433029252911242 0.055681692278658344 0.362425398686471 -0.10116646870200659 -0.015982765250229406 -0.50848317697475764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -3 6 12 8 -1 -9 11 -7 -2 -8
right_child=5 2 3 -5 -6 10 13 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.000763712297035432 0.16133563703770293 0.16275880187506742 0.25839966114800567 -0.001519755846024111 0.043111099859437195 0.0040805815220297725 0.032754189920373801 0.0062721195664447484 0.017063965871141482 -0.022001220794734141 -0.017227585501673866 0.099137711190448952 0.006085084126417748 -0.043032022001384007
leaf_weight=16131.208344542491 14.231986926984971 66.632328075007536 20.759964177734219 1205.7247658963024 709.29008161232923 67.414566324325278 51.706213062570896 1413.5645236986456 2923.0096103334217 2313.540932793112 122.95311403923552 96.411355089163408 452.20372536644572 966.51030453303247
leaf_count=141456 298 603 347 7323 5437 399 844 8639 23625 16070 1620 661 6753 9746
internal_value=0 0.00163329 0.0224506 0.00287974 0.0533858 -0.0153179 -0.0234732 -0.000196483 0.00197114 -0.0112781 0.0269019 0.0600216 0.0108221 -0.0391835
internal_weight=0 24783.7 2002.41 1226.48 775.922 1771.43 1484.65 22781.3 19054.2 3727.11 286.779 163.826 466.436 1018.22
internal_count=223821 203500 13710 7670 6040 20321 17641 189790 165081 24709 2680 1060 7051 10590
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=14
num_cat=0
split_feature=28 166 79 65 81 180 20 145 188 125 29 197 77
split_gain=47.499 47.5214 60.9156 80.3221 58.8355 57.7699 100.469 76.9618 4.89559 8.1723 0.818283 0.383785 0.0668739
threshold=3.7209708264758219 -0.058169121697204694 -0.11861079446223823 -0.014590217504094916 0.058124060016213321 35.525435073627854 0.15915146908898534 -0.049870375189670066 -0.0040179119126486111 -0.3097525053771763 -0.044816890727373805 -0.001867096624272073 -0.11951595396602575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 -2 -10 -12 -11
right_child=8 5 3 -5 -6 7 -8 -9 10 12 11 -13 -14
leaf_value=-0.24829204134648108 0.11712271978266289 0.020464262302992614 0.019062062039797895 -0.025916459444469006 -0.053350109216440449 0.033685755752247644 -0.011676266799006317 -0.0034550858006688191 -0.20039609563427163 -0.11034632829214149 -0.11337506638563509 -0.085359157818304346 -0.083681668765159326
leaf_weight=18.846385886406097 3.2174765169620514 3539.3945409673252 616.40655648994675 1115.5892801588377 86.727713973864411 589.72524276116019 1341.1002998627227 10344.714364392807 0.65031206612184078 1.3398573398590086 5.3274199962615958 59.506197781593073 3.156034322542836
leaf_count=213 6 22237 27708 61584 964 5483 17581 86292 21 6 3 1630 93
internal_value=0 0.00081728 -0.0144041 -0.00990888 -0.0881498 0.00258588 0.0116324 -0.00145198 -0.079905 -0.00455196 -0.0887808 -0.0876612 -0.0916282
internal_weight=0 17652.5 1837.57 1732 105.574 15814.9 4880.49 10934.4 73.1973 7.71337 65.4839 64.8336 4.49589
internal_count=223821 222062 90469 89292 1177 131593 39818 91775 1759 105 1654 1633 99
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=15
num_cat=0
split_feature=157 197 29 68 148 157 49 98 83 144 157 163 128 10
split_gain=63.1571 70.3377 170.822 137.119 125.136 95.4972 76.1736 67.1209 66.4766 57.8203 47.4764 37.7846 32.8241 47.7168
threshold=0.0034080792639437428 0.055829932549895461 0.13033424910988059 -0.02312080604360519 -0.31342222801001113 -0.19791798685828849 0.75115411318876368 0.2215711858454224 -0.052919244444583742 0.083579989659601103 0.11200250056111601 -0.22910050891548772 0.0021991166996221489 -0.020025260872270783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 -3 9 10 -2 -11 13 -10
right_child=8 4 6 -5 5 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0057248610319827684 0.081060981763509912 -0.031408649956574511 -0.035845163789440686 0.025767994756239809 0.021436428972141257 -0.003512095000096744 0.083003538377556196 0.015428025791080248 0.040139052842945451 0.039937758900102566 -0.028314527026226569 -0.032182685369521138 -0.062682998794161018 -0.068809613929552607
leaf_weight=5600.7894298562896 127.03572812848142 1085.3961228639237 1755.9356966153573 1835.6503637790011 4819.7411514050327 2250.7476126249385 55.636871453141794 426.09057185647544 88.471645048521168 89.065929470816627 57.716857377265114 393.98183381598938 401.05202896726769 73.678542830264632
leaf_count=32896 1109 3658 13137 14017 27549 15050 1116 4421 6104 790 2149 38684 27087 36054
internal_value=0 0.00139146 -0.004659 0.002049 0.00791148 0.0134946 -0.0321951 -0.0182053 -0.0220281 -0.000687158 0.046892 -0.0188849 -0.0473325 -0.00936554
internal_weight=0 17830 9248.01 7436.44 8581.98 7070.49 1811.57 1511.49 1231 667.8 184.753 483.048 563.202 162.15
internal_count=223821 111844 61166 46913 50678 42599 14253 8079 111977 42732 3258 39474 69245 42158
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=15
num_cat=0
split_feature=0 195 106 67 127 4 180 142 176 44 1 136 172 73
split_gain=99.0204 222.467 175.274 138.563 179.496 179.425 273.586 138.374 129.757 127.352 124.497 116.295 124.864 113.1
threshold=0.63111669377449287 0.34548147826304126 -0.30537658756780239 -0.083585046328679677 0.22586240998509299 -0.050982084007211013 36.086345381526108 -0.054238636958314212 -0.11555728981481715 -0.032421845240718908 -0.059624419258612872 0.30087412916079032 10.356718233615776 0.84277765377767488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 10 6 -5 -7 -6 -1 -2 13 -13 -3
right_child=3 11 -4 5 8 7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.064964809323325226 -0.056567517514456246 -0.045437419112447905 0.06891606348467888 -0.071505096799115833 0.023173593053078978 -0.06299985787065171 0.054912106794478346 -0.00058478370858720439 -0.044706305165595539 -0.082492064303608059 0.041186751916756602 0.026174796927190803 -0.14315223043126502 0.074859807620237251
leaf_weight=95.627786964178085 1329.9882375973739 740.23149276983895 982.88454942457611 201.31343455198657 964.61433007269807 359.60200972679013 1144.1081962905009 29027.753927837293 397.72214386033011 151.14116220152937 144.43142091353548 929.01603787027125 45.691533910110593 87.379711449146271
leaf_count=295 16938 1142 2803 6406 6122 2400 13691 161185 1319 390 6954 3943 128 105
internal_value=0 0.0172046 0.0499987 -0.00166556 -0.0228122 0.000286359 0.0359965 -0.00134853 0.00335665 -0.0253496 -0.0469917 -0.00516946 0.0182372 -0.0327364
internal_weight=0 3031.97 1229.65 33569.5 2836.76 30732.8 1345.42 29387.4 1362.34 246.769 1474.42 1802.32 974.708 827.611
internal_count=223821 8806 3488 215015 31333 183682 20097 163585 7441 685 23892 5318 4071 1247
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=11
num_cat=0
split_feature=155 185 107 140 115 127 49 127 157 167
split_gain=81.837 87.6611 200.082 156.105 138.486 202.665 119.888 42.1778 3.18445 1.86504
threshold=1.110886509209277 4.8116756300417363 0.82255551939514515 0.91823702882585423 0.78833413553115972 0.87763125826953436 2.955495641880002 0.72097717942401085 -0.60883767293632884 -0.13084124299751282
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 8 -2 -10
right_child=7 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=4.7860129577102004e-05 0.017331847816198651 0.0017862134651169918 0.32649290192797764 0.13650712354962766 -0.044383888653346373 0.085311655474587786 0.090174471009161483 0.080651008478293928 -0.13581800951489514 -0.09521133168389273
leaf_weight=45510.599788813153 2.3783570528030387 472.68561385339126 23.090016648173332 105.14064227230847 1244.9450103194395 133.39309549331665 148.0750113815302 14.972490400075911 12.657216230523771 106.32880131775164
leaf_count=210491 10 626 17 98 10607 74 161 10 20 1707
internal_value=0 -0.000117749 0.0378347 0.0262999 -0.000602606 -0.0318322 0.000340148 -0.0777047 -0.0972408 -0.0995309
internal_weight=0 47637.9 600.916 577.826 47037 1378.34 45658.7 136.337 121.364 118.986
internal_count=223821 222074 741 724 221333 10681 210652 1747 1737 1727
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=13
num_cat=0
split_feature=130 58 92 26 123 16 139 16 79 20 58 134
split_gain=50.3867 84.0868 50.2961 129.514 84.2919 67.8736 68.1701 51.9791 47.9744 46.1713 70.6029 48.3323
threshold=0.72374643180046949 -0.32929175225313562 0.29732731230754439 0.3834910880074584 1207.5000000000002 -0.61365681173682229 -0.031984327921221266 -0.09498456965209609 -0.064687647131325118 -0.049480791395127344 0.045294194889413879 -0.0006996708514669538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 8 -7 -5 -1 10 -3 -11
right_child=1 9 3 7 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.045163799030009673 0.3660920719110044 0.095854466284923764 0.021075845815812531 -0.019403760636866423 0.076912122250815729 0.0039778047458692688 -0.0073447655005404195 0.010595174506762124 0.14669855256679298 0.016591652351388587 -0.025845484480118527 -0.063234759517654768
leaf_weight=17.43431883607991 5.4375578407198182 65.054007861719583 1520.501999926666 1162.9494847811002 328.83870433244738 11991.727688688959 9553.9178397009746 1147.4982053256244 51.619011523318477 95.195010620212997 178.38379325365531 373.20317893402535
leaf_count=233 36 843 7196 12610 2438 96479 89616 10193 680 1062 1120 1315
internal_value=0 -0.0256583 0.00121222 0.0112818 0.0310043 -0.000725687 -0.00104293 -0.0045046 0.0982579 -0.0286508 0.00667646 -0.0470112
internal_weight=0 717.274 25774.5 4159.79 1849.34 21614.7 21545.6 2310.45 69.0533 711.836 243.438 468.398
internal_count=223821 4376 219445 32437 9634 187008 186095 22803 913 4340 1963 2377
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=15
num_cat=0
split_feature=142 112 32 75 163 184 165 118 73 155 118 110 66 190
split_gain=46.7918 76.1365 64.6877 66.5446 63.7203 73.5878 57.8658 55.0268 43.8627 39.5066 34.2218 34.1034 25.2902 19.9912
threshold=1.1525759829395972 -0.38560010736526223 2.1574047201951294 3.9861463300809809e-05 0.053293300137867199 0.73134754341990871 0.33208660755867142 -0.040949044666293753 0.035335910340900105 -0.4418909535769478 -0.20576978030737553 0.29908751325004634 14.004587921913673 1.1274344483128471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 7 9 -6 -5 -1 -4 -3 12 -10 -2 -12
right_child=1 4 8 6 5 -7 -8 -9 11 -11 13 -13 -14 -15
leaf_value=0.056293084545479315 -0.36013531477443045 0.11713581679796613 -0.052055111267153266 -0.0051240676366768913 0.0057003458373626366 -0.053135263432579509 0.0071371914530734401 -0.06718111410374969 0.1624090371714485 -0.094947623464216896 0.066727565521212714 -0.078467882034319619 0.024479695785601885 -0.083643306818836596
leaf_weight=42.871640117140487 3.4877478415146461 9.2826065699919109 15.945181090248296 6358.52790530739 546.88717325705511 347.75959519627213 9752.640357313634 228.26601680814019 51.790438946016366 163.27804783263491 138.87536372756585 6.6301569844799806 3.3533772435039282 9.4423123225569707
leaf_count=887 31 58 144 116346 2648 2557 97355 947 131 1284 1202 77 99 55
internal_value=0 -0.0183851 0.00189371 0.00147129 -0.0279012 -0.0171697 0.00229809 -0.0476577 0.094949 -0.083539 0.0470683 0.135072 -0.171605 0.0571545
internal_weight=0 1222.37 16456.7 16382.3 1067.21 894.647 16111.2 271.138 74.3658 172.561 155.159 58.4206 6.84113 148.318
internal_count=223821 7934 215887 215535 6547 5205 213701 1834 352 1342 1387 208 130 1257
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=15
num_cat=0
split_feature=100 79 157 107 188 47 169 125 5 97 166 131 34 158
split_gain=61.1857 75.7957 93.5743 66.2695 36.6263 33.8604 29.934 22.7366 19.3169 13.1307 12.0762 8.97418 5.01769 4.72187
threshold=-0.10275316511712081 -0.073496140514563574 0.01104801119067198 0.037808314851908546 0.11761739018968405 -0.06959047939076704 -0.19478824042646778 -0.3884372642802072 -0.11579870016945444 1.3235871979060398 -0.2280087743996736 0.48476615890151192 0.0068595510141525465 0.10591181155289071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 8 11 -7 -2 10 -8 13 -13 -1
right_child=1 2 4 -5 -6 7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.091063319717081759 0.0072558665981408716 -0.0017196098417318025 -0.017247702817280681 0.013858450623381702 -0.060936340661780303 -0.084509477071925784 0.056528723637247258 0.074579390355721017 -0.1519365475409909 0.15762363216741623 -0.076349677125184423 0.14550159846161928 0.67045386344025226 -0.092409136986509377
leaf_weight=11.059605503513007 41.595001354813576 14332.421033726489 528.49840348769794 3373.5527125929511 301.28490202934336 9.3621130863466515 7.1325693326070896 222.1533863658442 9.3326275598374178 2.5515710915205991 166.41473768795913 0.33859984930313736 0.39389824122190475 1.6064803483459407
leaf_count=154 689 87179 61704 22870 12590 721 73 7778 215 29 29538 42 3 236
internal_value=0 0.000493787 -0.000289632 0.00124851 -0.0331106 0.0519068 -0.0566145 0.0681461 -0.0219166 -0.0675775 -0.0708885 0.087474 0.427793 0.0677929
internal_weight=0 18818.2 18535.8 17706 829.783 282.443 189.497 231.515 50.9276 176.099 173.547 13.3986 0.732498 12.6661
internal_count=223821 193746 184343 110049 74294 9403 30075 8499 904 29640 29611 435 45 390
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=15
num_cat=0
split_feature=103 157 100 92 130 59 85 113 80 95 46 169 95 15
split_gain=97.7336 285.997 266.932 268.182 230 199.637 163.457 156.329 155.844 307.022 210.019 115.928 99.4072 35.6637
threshold=0.33874720301585864 -0.067453422964110568 -0.00092520032206074921 0.18232473582527411 -0.34821327604012797 1.2046334879219882 -0.20055750122964719 0.88670366723075511 0.51361779933593821 0.31428251683958741 0.031699686312644283 0.43458516776594169 0.11086202224209038 2.5356927825825664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 12 -3 11 -8 10 -10 -6 -1 -2 -14
right_child=4 2 3 -5 8 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=-0.084145788384783635 -0.11466495977530305 -0.028414306362935057 0.03979831776890156 -0.0057491582859504646 0.031927885570819242 0.066410947374681367 -0.021658415439569381 0.083997790025163693 -0.037924199530260334 0.0031863198078628651 -0.00028950584280813818 0.39523606185443128 0.088173720090776883 0.005626734150037632
leaf_weight=7.3528944046702263 28.038833034850541 2266.0748147588474 3044.9791033560014 2246.3800842692726 3475.6992084380472 246.13522855436895 8003.2976594073552 142.53362150272005 2250.5628258776269 9421.4759468351549 4842.3699648220791 16.069117423379794 455.44447354972363 59.134380706585944
leaf_count=32 583 97603 17131 5126 7704 2477 64848 569 2260 15240 8277 38 1719 214
internal_value=0 -0.00597305 0.00771793 0.0204617 0.00445702 -0.0191237 -0.0190512 -0.0198097 0.00271329 -0.00474047 0.0131725 0.244743 0.0686964 0.0786876
internal_weight=0 15972.8 7803.57 5291.36 20532.7 2512.21 8169.25 8145.83 19990.1 11672 8318.07 23.422 542.618 514.579
internal_count=223821 187824 122337 22257 35997 100080 65487 65417 33481 17500 15981 70 2516 1933
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=15
num_cat=0
split_feature=16 23 98 70 9 16 61 145 128 19 49 42 118 79
split_gain=79.8652 120.542 139.141 102.336 86.7512 190.219 122.981 112.618 250.399 167.152 67.9959 52.0869 42.274 33.6933
threshold=-0.49239385868530189 0.13254318716319305 0.5834279516324069 1.0061052085573707 -0.29883709541409292 -0.072658293534114446 0.29412413111145047 -0.32931773167476858 -0.017055147093069069 -0.43100846974716339 1.636372311839023 -0.055033472643481178 9.9882129736265295 0.62263184692836104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 5 6 -2 8 -6 -9 -7 -4 13 -1
right_child=4 2 11 -5 7 10 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.092306932802010758 0.044719165701432598 -0.01835393756704989 0.056819600381836061 0.11053715673175762 0.0215306405952282 -0.026028074552127786 -0.052030243154444725 -0.042968421867813758 -0.034560579502865722 0.0015468627923099739 0.10605290657676417 -0.081352088742225312 0.099597494550244525 -0.20185743318520935
leaf_weight=142.67380700758076 1610.1912620774237 126.6506236732821 31.463956326711923 119.93422229588032 1144.0085378874792 848.24537415383384 143.05644575459883 861.82417495260597 2615.3089075315511 39701.809187043866 40.853636616840959 205.31374962860718 9.7888752520084363 34.952430208213627
leaf_count=3404 5841 692 192 86 3829 8490 432 6342 10604 182047 47 1747 3 65
internal_value=0 -0.0346352 -0.00823871 0.0443363 0.000115921 0.0177182 0.0368249 -0.000933452 -0.0174913 0.000601081 -0.019959 -0.0629913 -0.102714 -0.113864
internal_weight=0 670.778 483.363 246.585 46965.3 2642.35 1753.25 44323 3759.32 40563.6 889.099 236.778 187.415 177.626
internal_count=223821 6189 2717 778 217632 14810 6273 202822 14433 188389 8537 1939 3472 3469
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=15
num_cat=0
split_feature=157 193 81 124 193 74 77 19 9 15 122 118 31 19
split_gain=48.0701 45.9182 112.587 85.9821 66.9971 89.9575 79.037 53.6848 3.34476 7.85557 3.84555 2.65967 4.24544 2.55216
threshold=-0.49176382482268366 -0.063018889894918204 0.04143182919772604 -0.36371167005641453 -0.025622080157793912 -0.037540589990497024 -0.033849443579221747 0.15449833252938991 -0.36863764539902194 1.0385293591752758 -0.27598291175274775 -0.37131640202598165 -0.10357316280721136 1.2099235594714501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 9 10 -1 12 -10 -13
right_child=1 4 7 -5 5 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.065652152140102379 0.22335861106841015 0.026671175868273563 -0.033727979061364065 0.020258413510923307 -0.012075006512070233 0.0033737233546397177 0.00016825472795050305 0.002534300074213112 0.20993494504188381 -0.050258102328443549 0.43918280384208891 -0.080059668875081313 -0.080210631538585597 0.0046502827954961381
leaf_weight=0.57891631673555821 32.924036397365853 2179.1715906894242 1085.3615743968112 56.812351010681596 5034.9289621711359 14993.833848518843 2326.5879608640389 654.43145690736128 0.84852495789527926 5.1699118974465819 0.52607928226643597 86.381666471806966 1.2431252955575463 3.7093647946021511
leaf_count=46 159 20759 10056 521 54599 96967 25287 6575 3 1214 8 7428 95 104
internal_value=0 0.000829047 -0.0144538 0.0947753 0.00196869 -0.000509854 0.0129862 -0.0200877 -0.0691749 0.00146968 0.243487 -0.0739837 0.0374934 -0.0765719
internal_weight=0 26364.1 1829.53 89.7364 24534.5 20028.8 4505.76 1739.79 98.4576 6.27491 1.105 92.1827 2.09165 90.091
internal_count=223821 214923 17311 680 197612 151566 46046 16631 8898 1268 54 7630 98 7532
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=15
num_cat=0
split_feature=118 115 176 95 93 119 110 119 125 157 106 181 44 162
split_gain=46.6199 50.8676 113.557 59.8742 87.1593 82.4901 53.836 49.5036 39.5794 30.9364 27.34 7.78043 3.22531 0.558421
threshold=-0.3325616314849959 0.015646319036788214 0.071820910860438777 -0.0048785063867427623 0.0094716852968145786 0.86087094231445482 -0.28073787871788519 0.68670738515459684 -0.44995536353913063 0.94597061979004382 -0.11610337030763947 -0.033266668220129254 0.39602780755834138 0.14056344386681804
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 11 10 -10 13 -13 -1
right_child=1 3 6 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.051433142592417991 -0.069187320117362131 0.011183115261791058 0.044678155787862911 -0.01758638979905754 0.0024898114057270329 -0.12750187171247948 -0.019874454437677616 0.07855562173407854 -0.081603635360348328 -0.40082387794573315 0.08996078845252517 -0.11103530140181926 -0.23486296039604848 0.080942759091002792
leaf_weight=0.40656913071870704 400.84468283812021 5331.7160553099166 232.16755303900572 2931.4721439944915 8243.471361775064 43.236526441200112 291.28874895135596 24.039070119793905 10.055821244538491 1.3698230476584274 121.71860333606037 4.226462582126258 4.1875987891107798 1.4740195870399473
leaf_count=4 103985 33772 1275 14252 53913 345 6867 5867 1107 14 2313 17 26 64
internal_value=0 0.000104112 -0.0224195 0.00139476 -0.00277669 0.0100675 0.00875644 -0.0608283 0.0573474 0.0719539 0.0768686 -0.131563 -0.172663 0.0523241
internal_weight=0 17498.2 948.34 16549.9 11174.9 5374.95 523.456 424.884 143.439 133.144 131.774 10.2947 8.41406 1.88059
internal_count=223821 220276 117994 102282 68165 34117 8142 109852 3545 3434 3420 111 43 68
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=15
num_cat=0
split_feature=93 74 116 116 4 98 171 104 36 74 35 71 62 9
split_gain=58.6673 79.3067 101.16 67.654 106.104 135.581 114.313 64.7694 62.3148 73.5727 67.5382 56.6745 44.2216 34.1083
threshold=1.3408694589806809 0.90426128720256249 0.31528311678417725 0.078475083744461882 -0.0092623969971446802 0.095535472578181638 0.17293958679358851 0.76009125585825754 3.8460533109657709 0.23488663184808883 0.016646388483539287 2.8293992994472354 0.316252818242652 0.064586000299148835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 -6 -1 -2 9 -5 -10 -4 13 -3
right_child=1 12 11 8 5 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.035519088150089549 0.25388882781417749 0.073538909951667897 0.008061340824697406 0.031234868355919883 0.0039746191988333382 0.043805094176203992 -0.0058026498305812878 0.076122084140400448 -0.057356772001251777 -0.022719029269838643 -0.014354256263131169 0.58017456645068399 -0.036120144649555271 0.47554239412752441
leaf_weight=713.43539679350215 42.23468766285805 9.1348972101113741 99.012552620697534 520.07078696090321 3006.4381336063961 1194.0233524430841 10865.845278337223 39.820357611315558 497.55094717337124 491.67926940425968 1373.2794642840599 1.7623243576381344 116.44394881618791 2.7447251599514848
leaf_count=6506 438 93 2136 4425 35073 9715 86894 607 9462 5321 60320 71 2723 37
internal_value=0 0.0428913 0.0851871 -0.000891252 0.00168213 0.0152968 -0.00325669 0.167621 -0.0149784 0.00501494 -0.0257909 0.0180663 -0.0173699 0.16642
internal_weight=0 311.153 182.83 18662.3 15779.7 4200.46 11579.3 82.055 2882.58 1011.75 1870.83 100.775 128.324 11.8796
internal_count=223821 6105 3252 217716 138188 44788 93400 1045 79528 9746 69782 2207 2853 130
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=13
num_cat=0
split_feature=115 112 157 39 145 10 168 75 182 10 10 128
split_gain=93.6064 96.8685 276.64 286.403 285.613 208.392 158 92.773 34.736 36.5047 70.0079 32.0479
threshold=-0.19478315630084328 0.18654963014823603 -0.071748039824284765 0.25040185220752376 -0.22257783127095546 -0.24705387044774882 21.842923027773125 0.00025112845351302204 2.1256631835189199 0.10396513467907618 0.10710305700815888 0.55520160929154827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 11 -11 -1
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.081607288210263196 0.15864576819562434 0.02230607359163711 0.0421435708180663 -0.020121391672257471 -0.0073763091117122828 -0.01068676558728348 0.014596419005433826 -0.06920550508389077 0.14714776614884481 0.90990408396671207 0.039614268065820524 -0.0053757469074452099
leaf_weight=244.71584479646481 18.406224641143126 4154.0913127137101 3179.4474759735822 962.33333596459124 14760.623785513024 8902.7079748489723 3421.6487524023105 613.1215565544444 8.491061331034869 1.0025168210850086 11.849177823569333 71.191466143503931
leaf_count=17217 192 12076 11146 1313 27482 118761 15809 18539 10 9 393 874
internal_value=0 0.000380527 0.00426831 0.0276764 -0.000857399 -0.00653824 -0.00366732 -0.0625647 -0.0525494 -0.0577071 0.107503 -0.0644281
internal_weight=0 36012.4 23056.5 4141.78 18914.7 12955.9 12324.4 631.528 337.25 328.759 12.8517 315.907
internal_count=223821 205318 52017 12459 39558 153301 134570 18731 18503 18493 402 18091
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=15
num_cat=0
split_feature=148 14 149 24 110 182 129 182 115 32 182 133 196 96
split_gain=76.3427 203.569 163.004 161.033 161.979 149.254 134.047 132.589 201.416 128.826 86.1039 79.4528 78.9813 73.8026
threshold=-0.71585028812148066 -0.1763355800078871 -0.40299384064480243 0.38609921345880643 0.35540204619865606 1.3202803922547044 1.0178477059494675 4.8146599355409139 0.78833413553115972 3.2082693816645498 -0.052120982601192224 0.070014738814850028 0.088139490972217613 1.0181853820968556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 12 8 -4 -9 -3 -8 -1 -12
right_child=2 10 7 5 -6 -7 11 9 -10 -11 13 -13 -14 -15
leaf_value=0.065664193505816801 0.016373598070934126 0.039975798604809987 -0.0010578667116140975 -0.041433094171184126 0.068364584352085631 0.027443555436330536 -0.041226115181622128 0.035140521088302838 -0.048239616303502431 0.21876984551010226 -0.098971390431681738 0.061841354783565256 -0.059601049041358378 -0.013164263536403559
leaf_weight=60.84033494326286 1842.2051644103194 68.375738148810342 40670.265018367492 686.10074609372532 888.14094158710213 581.07168583432212 91.822788445046172 415.07297795079648 925.37399083438504 42.077870924025774 428.56622935394989 403.30167171824723 291.48256261617644 130.83765023387969
leaf_count=240 9970 494 196683 1740 1101 588 204 475 8838 24 1910 423 873 258
internal_value=0 -0.0227946 0.000315484 0.0196122 0.0332855 -0.00984918 0.00917767 -0.00151886 -0.00210751 0.0520424 -0.0659544 0.0427271 -0.0379698 -0.0789022
internal_weight=0 1475.23 46050.3 3997.52 2730.35 1267.17 847.447 42052.8 41595.6 457.151 627.78 495.124 352.323 559.404
internal_count=223821 4402 219419 13399 11071 2328 1740 206020 205521 499 2662 627 1113 2168
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=13
num_cat=0
split_feature=190 195 87 48 114 10 93 85 197 53 157 151
split_gain=45.8698 80.3545 79.1098 101.458 70.0706 72.8986 62.1086 40.8383 30.4165 29.2757 48.6366 22.2141
threshold=0.80357142857142916 0.72078351214570657 0.017681009987924753 9.6583861936289672 24.099062520482089 -0.20917166555333386 1.9818032817003806 0.12155003830369003 -0.052582995691537238 -0.017582136672853257 -0.15578100430189415 0.83276603132231508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 -2 10 -10 -11
right_child=8 2 3 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=0.0006786519360047731 0.26982084725154815 -0.0027596875144122244 0.068706565407372286 0.013275045020024656 0.18571938091458251 -0.031848072524767734 0.071311764347868151 -0.10152120245428008 -0.036428759845723434 -0.031177275554060691 0.040140301584310596 0.1815748992657461
leaf_weight=22435.810144667375 3.6400629868439855 104.44580915397819 454.81877673379495 1205.0667518161281 15.684321490232831 850.69113805191591 125.18481007195078 69.882695860535023 152.49669869554054 813.18058293496142 181.92300285166129 4.9375347048044196
leaf_count=189643 28 928 3426 6904 147 11115 989 243 2998 6483 847 70
internal_value=0 0.00157697 0.0217333 0.0284636 -1.14118e-06 -0.0279094 0.00107058 -0.04235 -0.018792 -0.0197035 0.00522451 -0.0298933
internal_weight=0 25261.6 1834.21 1659.89 23427.4 866.375 22561 174.329 1156.18 1152.54 334.42 818.118
internal_count=223821 213395 11501 10330 201894 11262 190632 1171 10426 10398 3845 6553
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=15
num_cat=0
split_feature=88 150 154 70 77 13 44 76 72 45 149 79 113 73
split_gain=46.1387 45.9009 62.5261 69.8098 64.218 53.2826 63.983 53.8018 38.3447 23.2313 21.4072 11.8873 10.2035 9.11428
threshold=6.7391251147440565 0.48769644557479686 -0.32003965892161673 0.068720205725900083 -0.16447938303516002 0.72133123954140166 0.30303631153645705 -0.017376980216220462 0.20432237423237073 0.72678808876779544 0.2535596262463326 0.62263184692836104 -0.20106972720659089 0.36411753282715592
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 10 13 11 -2 -11 -10
right_child=8 5 4 -5 -6 7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.03418621246981652 0.061477998886916629 -0.002613578303395191 -0.038416749385101687 -0.016895434122734882 -0.0065366437556151086 0.014659407946204482 0.01324495411261856 0.074698178049606698 -0.13948277321260316 0.10626940794620428 -0.17427078094400555 0.37858257755611291 -0.11835421205316986 -0.033242027819435783
leaf_weight=673.53179719116315 19.752001738797851 7833.1904362492405 789.13238422052018 443.83934745956867 3170.3024705172825 635.96765734993096 3767.8882120069138 195.02817367057287 56.001635141130464 6.9501922777853906 3.9137827928370816 1.2574256707848679 2.8521246627788042 9.4354686496044433
leaf_count=6193 753 127694 2942 1397 51288 4554 26746 1225 397 78 169 33 104 248
internal_value=0 0.00101729 -0.00699503 0.0138957 -0.0128905 0.00428923 0.00253708 0.02875 -0.0670469 -0.102657 0.0404561 0.0804569 0.0409119 -0.124164
internal_weight=0 17508.9 5076.81 1117.37 3959.43 12432.1 11601.1 830.996 100.163 75.2394 24.9232 21.0094 9.80232 65.4371
internal_count=223821 222039 61820 7590 54230 160219 154440 5779 1782 827 955 786 182 645
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=15
num_cat=0
split_feature=155 55 152 61 73 52 118 53 3 95 92 86 172 20
split_gain=65.8366 96.5374 157.24 115.948 216.834 146.581 103.513 91.6203 84.8154 95.5392 82.2952 89.6402 75.6674 58.9211
threshold=-0.016642086757830358 -0.010707785758399617 0.043697993427670494 0.17340012117289341 -0.073958719383291779 -0.059219505939526539 1.2475248439362827 -0.01241931346459141 18.88374648442112 0.15943032873379184 0.24282421814627284 -0.00067249097622513467 0.4035690484457482 -0.28140001102678791
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 10 9 -9 11 -1 -4 -10
right_child=1 2 12 4 -6 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=0.014188466934692813 0.021504048072851431 0.04746924360590267 -0.052407128552064912 0.056128916135606825 -0.042731079244422931 -0.009789914246471576 -0.03999284948224302 0.0071270193740759925 -0.034360698590286599 0.06211899169277512 0.024491402955487053 -0.032427937317010748 0.0093349781427267946 -0.0016160029481312847
leaf_weight=492.35541050939355 2986.5308579492303 1543.6105641254835 307.62552839989075 269.90237683737359 1246.5392884272951 3000.6086064895644 148.32041477336315 1740.5190950913893 695.02525551909639 385.98501578374999 380.08323314003064 2543.3435103058582 559.520484342087 2625.0107526382708
leaf_count=3198 27051 12483 1196 2323 13703 47991 553 10864 16647 2116 4166 8730 12268 60532
internal_value=0 0.00528427 0.0220562 -0.00043577 -0.0251356 0.00582028 0.039802 -0.00653584 0.00151622 0.0171087 -0.019375 -0.0248673 -0.0125684 -0.00847087
internal_weight=0 10062.7 2559.08 7503.58 1516.44 5987.14 1691.93 8862.32 5446.54 2126.5 3415.78 3035.7 867.146 3320.04
internal_count=223821 117568 26500 91068 16026 75042 13036 106253 90159 12980 16094 11928 13464 77179
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=15
num_cat=0
split_feature=118 49 35 125 113 115 148 80 124 28 118 124 70 82
split_gain=94.8516 148.745 194.707 213.869 142.337 142.156 149.214 133.358 135.299 120.438 116.635 101.079 82.0262 103.754
threshold=0.76053982825910793 0.7736620048328523 0.11444705047699484 -0.26472342409340394 -0.17863397550561569 0.33128822033563193 -0.49045523382620948 2.9627771708214663 0.91314299642549102 0.023254772804803849 0.21702948311345427 0.20695697689870005 0.84840579854207798 0.51378526619017217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 -3 11 -9 -7 -4 -6 13 -2
right_child=4 5 10 -5 7 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.10565914896416378 -0.024028703650321906 0.12404810203337693 -0.033037393852727366 -0.00084036872250350329 0.041639066513206764 0.11085725752037844 -0.060347481058601118 -0.095862834984011408 0.091415477001630274 0.02419644577936567 -0.0049229758126752635 0.009349336324694436 0.09654722732195023 -0.14202220103899199
leaf_weight=190.11900334728125 253.52971700508351 50.741826167257386 3242.6598864070256 23019.321257919924 1673.4568244107359 174.72405884710315 324.71350535019155 179.46960013173521 49.138286430388689 1951.88864111359 2707.8171568304533 2304.5058911472152 37.590492308139801 105.54727714322507
leaf_count=2221 1207 169 44169 145047 4735 5270 1726 129 132 5898 8838 4130 54 96
internal_value=0 -0.00209777 -0.00410551 3.20169e-05 0.0132649 0.0213012 -0.0354269 0.0186647 -0.0556082 0.0313166 -0.0202437 0.022933 -0.0439985 -0.0587118
internal_weight=0 31662 29159.9 23209.4 4603.24 2502.07 375.455 4206.57 228.608 2126.61 5950.48 3977.96 396.667 359.077
internal_count=223821 213338 200275 147268 10483 13063 1895 9126 261 11168 53007 8865 1357 1303
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=15
num_cat=0
split_feature=19 106 19 114 192 191 82 118 130 155 103 192 57 191
split_gain=77.1857 83.6759 158.076 133.746 115.358 90.5797 185.069 177.767 81.9328 98.2644 82.0979 74.2916 58.3901 26.96
threshold=0.65061435859755667 -0.43116639534363271 0.15449833252938991 6.5736860278442686 53.873539698024949 0.51323540861080141 0.26825965447560302 -0.14091244643256293 0.618648066854117 -0.11084124465144568 0.88528351816220552 19.324578850582821 12.001673172723125 0.120759066912259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 11 12 -2 -10 -11
right_child=8 5 4 -5 -6 7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.052054538885168825 0.055119574042164915 0.0022027005227438262 0.087349981293394136 -0.053669993544250089 -0.12363523757468703 0.044776699410663277 -0.013758377977176731 0.0029399768427156455 0.061655557149845712 -0.044503630009763727 -0.1010990407456009 -0.092791695431399812 -0.11533159221972165 -0.098405580751365601
leaf_weight=207.24559621233493 118.4492744885647 20649.807556176034 406.09849576791748 283.11011782148853 27.680990863591433 1103.8975939864758 11207.269558804808 12701.677825833205 185.29259337845724 145.95817946593161 48.220749407075346 47.605345599586144 20.725403455784544 254.74449845863273
leaf_count=190 345 163418 519 858 43 1373 28474 17590 340 8369 111 118 63 2010
internal_value=0 0.000122501 0.0299133 -0.00898622 0.0738863 -0.000480414 -0.00341238 0.00628525 -0.0308083 -0.0519666 0.0163585 0.0127157 0.0438507 -0.0787715
internal_weight=0 46586.8 924.135 490.356 433.779 45662.7 31857.1 13805.6 820.996 566.757 254.239 166.055 206.018 400.703
internal_count=223821 212465 1610 1048 562 210855 191892 18963 11356 10842 514 463 403 10379
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=15
num_cat=0
split_feature=11 180 164 116 6 5 56 66 49 169 49 157 168 23
split_gain=48.3999 58.6774 73.0876 62.691 54.6379 106.989 103.826 93.7774 65.1175 118.076 74.6583 54.5652 58.4332 56.7162
threshold=0.47716600110864849 30.086345381526108 0.7753138142759487 0.37457930184182464 0.76517718293251547 0.057868527177393582 -0.067406848559383045 22.35752680950317 0.016455614156340934 -0.012409350586168648 -0.14809818083681578 -0.067453422964110568 2.4679472864669969 -0.015024849817266964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 6 -6 -7 10 -10 -1 12 -3 -13
right_child=1 11 3 -5 5 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.018358374658069197 0.021710092703704303 0.38070346752778966 0.1359349715422116 0.55992845640433619 0.03857137416547373 0.047410361215064083 -0.012464437252034406 0.00077243993453663458 -0.032573263192500666 -0.0013194704497489478 0.0094336855125898705 -0.03896762878332382 -0.045706263479677905 0.0015571288841217084
leaf_weight=1099.5657792227648 89.090213109622709 3.2328022675355887 14.712577797472479 4.5706493984907857 506.16434580966597 1180.9788566320931 1876.085620488564 679.03972256656562 1396.0757604761493 9011.731136965871 7991.8009611081943 445.06581307493616 543.88787191628944 1541.5262921258109
leaf_count=13240 812 73 72 41 6242 6883 12061 7708 14358 57118 86075 3422 6092 9624
internal_value=0 -0.0121411 0.0599164 0.236433 0.00212686 0.0124118 -0.00162069 0.0303842 -0.000110751 -0.00551177 0.00607234 -0.0152232 -0.0431867 -0.00752183
internal_weight=0 2642.09 108.373 19.2832 23741.4 4242.27 2382.25 1860.02 19499.2 10407.8 9091.37 2533.71 547.121 1986.59
internal_count=223821 20136 925 113 203685 32894 18303 14591 170791 71476 99315 19211 6165 13046
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=15
num_cat=0
split_feature=195 195 180 106 179 110 77 22 178 107 174 151 157 24
split_gain=47.2684 77.0942 68.091 53.7557 144.074 110.181 53.4149 34.6045 22.0101 27.8217 20.7438 11.2502 3.47848 1.9277
threshold=0.15008793528703659 0.18302900411398265 31.168005354752346 -0.032485418269987805 0.4702789109480679 0.47265495541399272 -0.15552920633183576 0.15014576072525676 0.16210550702634741 0.33059713604829161 0.035701033039598255 0.25800183348465505 0.21207603204076794 -0.029245836392091162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 9 -1 -4 -10 13 -9
right_child=1 3 10 5 -6 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=-0.088162977356186376 -0.024164514241668017 -0.038613455268651564 -0.097949164877083564 0.0011898847764983981 0.023449612923691993 0.058802573255996499 -0.15098638050456425 0.081336370967266147 0.092835636244539457 0.097760733193661895 0.060041996465949349 0.0087247996054113687 0.046459476227155891 -0.096329118356330304
leaf_weight=18.948679158802406 55.328822010196745 1055.3083742601575 10.185287554112163 15205.112166284194 579.40415143149221 339.35618134521246 83.075251679535995 0.63344068949846288 120.48671194645431 13.991333845333427 45.146040206491307 18.32003084057942 2.0907405560865291 17.016602772740953
leaf_count=1355 301 85056 562 125461 6153 1870 1508 12 567 73 235 161 27 480
internal_value=0 -7.38022e-05 -0.0628032 0.000633619 -0.0166159 0.00244765 -0.100288 0.0498831 0.0642954 -0.00919152 0.0309593 0.0817345 -0.0755055 -0.0899529
internal_weight=0 17372.9 193.735 17179.2 1634.71 15544.5 138.404 191.488 171.747 32.94 55.3313 138.807 19.7408 17.65
internal_count=223821 221146 2606 218540 91209 127331 1809 2675 2156 1428 797 728 519 492
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=15
num_cat=0
split_feature=130 157 125 115 26 32 64 106 136 98 129 89 97 4
split_gain=58.7584 135.674 81.0709 69.2956 152.001 192.747 75.4589 186.303 112.201 67.2564 62.0688 36.44 15.1841 27.7967
threshold=-0.38379731495007269 -0.40797404914491114 -0.073569199913742833 -0.18719741304846135 -0.079138897261174929 -0.14822429548061497 -0.019200122305639004 -0.10545493187069875 -1.0000000180025095e-35 -0.032843272998035848 1.0170405997798426 -0.065480568058872632 0.34381976224460609 0.045596083612793679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 9 4 10 -6 7 -5 -8 -3 -2 -4 13 -1
right_child=3 2 11 6 5 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10432365651986067 -0.057297652303206159 0.080783364752312944 0.14096264754944504 0.051845908913991913 -0.039792945016165419 0.056632020223600948 0.015635899829110723 -0.031023051253041257 -0.0040166501399004359 -0.035488841868271503 0.027382072295893768 -0.078602956253855827 -0.080654091961373964 0.30228617201186581
leaf_weight=39.288152710534632 294.16986867593369 74.347759638429125 7.7273687109700395 318.91907364758299 259.89918867868255 1024.4171211835637 4037.820804132929 1816.6041952114247 10355.682523404657 150.35974201793215 122.64895097652334 346.39292122020561 3.3335813839221364 8.6556108668446523
leaf_count=315 2998 3182 84 4645 2331 11317 43288 48952 86300 14408 2691 2970 303 37
internal_value=0 -0.0301886 -0.0439997 0.000871833 0.02009 0.0371191 -0.00110606 -0.0186474 0.0014965 0.00298152 -0.0323806 -0.0738117 0.125714 0.140063
internal_weight=0 630.105 578.828 18230.2 1701.14 1284.32 16529 2135.52 14393.5 224.708 416.819 354.12 51.2773 47.9438
internal_count=223821 21299 20644 202522 19337 13648 183185 53597 129588 17590 5689 3054 655 352
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=15
num_cat=0
split_feature=136 130 77 145 95 186 143 180 169 145 190 23 148 62
split_gain=99.4181 233.778 164.539 193.04 156.298 147.71 185.752 145.13 166.216 152.473 87.5128 64.2687 50.1665 36.0261
threshold=0.031236627312796379 -0.028066963848112077 -1.0000000180025095e-35 -0.049870375189670066 0.069574428286613435 9.5000000000000018 0.070669885963464393 31.42369477911647 0.19421300501169683 -0.34440913657606809 0.89836423408002175 0.18795184817957847 0.51726540018036571 0.23027372188827552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 -3 6 12 8 -7 -9 13 -8 -2 -1
right_child=5 2 3 -5 -6 7 11 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.074554681906616779 0.09411413366682847 0.051032935344958397 -0.0066698053262204725 -0.079703429966531097 -0.027489607884391816 -0.07647493694868493 -0.14837404211217195 0.040386886201368134 0.0015498921011553694 0.0011522884094378838 0.22737744666975979 0.099991210631967864 0.35102968487484987 0.29476878777541615
leaf_weight=653.13177139221716 274.22519804909825 816.44946374790106 2371.1678739588315 427.09971284779749 367.63502153579611 507.73750325428409 46.459251268068328 1025.4369595629978 590.63298410849529 29070.251511031784 9.8407590268179757 13.43074309825897 7.816985845565795 2.6519361189057227
leaf_count=59961 671 28676 34097 8563 1862 3978 135 2815 2436 80418 22 18 7 162
internal_value=0 -0.0137633 -0.00459449 -0.0178169 0.0266532 0.00190258 0.0672709 0.00118605 -0.0345182 0.00248911 -0.0686194 -0.0926764 0.101235 -0.0730612
internal_weight=0 4647.98 3982.35 2798.27 1184.08 31536 341.932 31194.1 1098.37 30095.7 665.624 59.89 282.042 655.784
internal_count=223821 133343 73198 42660 30538 90478 831 89647 6414 83233 60145 153 678 60123
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=15
num_cat=0
split_feature=122 77 1 139 127 79 139 59 161 53 134 119 74 119
split_gain=78.7202 75.7978 121.774 98.8485 185.834 106.51 97.0972 71.8496 65.1191 51.6414 32.4594 15.0472 13.2692 6.28051
threshold=-0.39698452161470005 -0.31680643685504134 0.15690953693495621 -0.47206273525401177 0.18485914501295694 -0.026411179837619148 0.029611833764997788 -0.032336330757811164 -0.34210196797405257 -0.01241931346459141 -0.063668051686385049 -0.28393420481069559 0.56194730532265302 -0.30643667908926014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 10 9 -9 12 -10 -1 -12
right_child=1 3 -4 5 -6 -7 -8 8 11 -11 13 -13 -14 -15
leaf_value=-0.085453328805599915 0.080438044944316278 -0.081609836359972682 -0.096326493432177765 -0.020477797843968935 0.28137665720082905 -0.00015571641678849767 -0.087821174474517191 0.076751236377646859 0.084604955853668909 -0.0014548724214442955 0.024892770027394998 -0.13008861118079165 0.098567449811220106 -0.098559158809013225
leaf_weight=5.1625562495028161 324.56858813462895 24.270042936332175 55.55204016098287 2741.8112778065406 33.671935148653574 43436.584075160732 38.34865187574178 366.87788533788989 3.792372107505801 109.67463357286761 4.4542283136397591 23.452974607702345 16.259600311517715 55.079457274405286
leaf_count=421 751 3167 1834 75366 263 139657 87 869 4 756 32 105 18 491
internal_value=0 -0.000815083 0.0415531 -0.00119854 0.129333 -0.00136233 0.0626585 0.0361049 0.0501563 0.0587527 -0.0513391 -0.100205 0.05422 -0.0893227
internal_weight=0 46654.8 418.469 46236.3 57.942 46178.4 362.917 584.754 503.798 476.553 80.9558 27.2453 21.4222 59.5337
internal_count=223821 221125 2672 218453 3430 215023 838 2696 1734 1625 962 109 439 523
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=15
num_cat=0
split_feature=140 9 151 173 27 44 111 1 55 21 92 158 9 1
split_gain=46.1243 51.48 83.7619 80.0658 94.833 90.3712 72.3781 44.4921 60.2944 42.2018 43.372 33.8636 26.0582 23.7843
threshold=0.58384300121466925 -0.16135433899466811 0.62150947763638642 -0.083945742436239146 0.17815235595194448 -0.033478352271465901 0.31688782465995019 -0.062888642360656277 -0.069355228481149223 0.039699343786576712 -0.022150406875214756 -0.059149930509076749 -0.0190224025021907 -0.43394772052080283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 9 12 10 -2 -11 -9 -4
right_child=7 3 13 5 -6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.022083726434555265 -0.10005106826102171 -0.029846982478976547 0.50114081512607889 0.023241778652630458 0.044168744336395893 -0.00033445494325010138 -0.016980442586618343 0.15965847223839572 -0.079826888492197851 -0.020947851862494888 0.094588286130279392 0.09850866248043666 -0.033671862620670165 0.081345714504093669
leaf_weight=1577.9558537684898 13.901247245696139 1469.8358154162997 1.3610987113788713 1774.1347859820817 196.21437173431332 19452.79133520789 678.12542719807607 16.143949149642143 193.53950167982839 692.79903294811811 64.885774705464428 24.572526691481471 12.271055467426775 160.1837336475146
leaf_count=31393 241 12997 23 20096 1635 130001 10262 110 340 12903 1085 225 33 2477
internal_value=0 0.00144481 0.0153227 -2.07774e-05 -0.02113 0.00163603 0.0103419 -0.0202637 -0.0598561 -0.00922611 0.060246 -0.016856 0.0761685 0.0848827
internal_weight=0 25310.6 2417.63 22893 1666.05 21226.9 2256.08 1018.11 221.955 796.159 78.787 717.372 28.415 161.545
internal_count=223821 208884 44155 164729 14632 150097 41655 14937 483 14454 1326 13128 143 2500
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=15
num_cat=0
split_feature=18 89 143 154 19 53 106 4 130 101 80 154 71 139
split_gain=46.7241 54.2573 121.938 200 121.75 85.5654 78.1094 70.4553 51.5078 38.6995 57.553 37.8557 36.4131 65.4767
threshold=0.23464775993768422 0.15236596890032053 0.29557008105743277 -0.26949383697380269 -0.55422292126346984 0.056965159042550922 -0.1697356307986114 0.086485879744161262 -0.048179136756427453 -0.070509693374568125 -0.068049944514673597 -0.12566728521164769 -0.060311402290270912 -0.31249227702363763
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 12 10 -10 -11 13 -1
right_child=1 4 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.031740706779036724 -0.086990233465979352 0.55738166804894007 0.016635207782007274 -0.041923602596738677 -0.02287550234570487 0.01680712746475686 0.0050673013193094467 0.14470974210428805 -0.017608976020809668 -0.003435336734677317 -0.0988049022616133 -0.058202935029806682 0.02092063149822675 -0.077102797024626496
leaf_weight=101.24122991645709 93.125918227235161 4.9648777998954783 914.14366674104895 1611.2287248426437 644.42894275971776 3465.0139877752135 8969.31042018687 24.816410463419743 185.20338650550548 573.19952340446548 165.13444099015032 161.84160385013843 499.71524353762879 121.71481023763954
leaf_count=1155 14702 50 11395 9784 29336 13399 130859 187 741 2600 370 3493 4920 830
internal_value=0 0.00221666 -0.00129381 -0.0207263 0.0120442 0.0105842 0.00412131 0.213507 -0.0147578 -0.0285302 -0.0558813 -0.0154941 0.005927 -0.0276785
internal_weight=0 15727 11587.8 2525.37 4139.22 4109.44 9062.44 29.7813 1808.05 1085.38 350.338 735.041 722.671 222.956
internal_count=223821 209712 166740 21179 42972 42735 145561 237 14109 7204 1111 6093 6905 1985
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=15
num_cat=0
split_feature=74 96 1 194 188 195 128 27 25 162 86 9 41 163
split_gain=59.132 140.329 151.708 133.322 100.937 92.8912 56.4548 54.1025 49.4258 42.0077 41.9321 40.8539 37.4181 36.0467
threshold=0.60830639051879598 0.29142393978798714 -0.50024914146765298 0.075917304504213093 1.1936629874367588 0.29805420851823072 0.73064151053086757 0.26472487465365024 0.041945077571445021 0.063393057058145089 0.56756519790567161 -0.1346857914375717 -0.03024087966505418 -0.30330066610053891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 -4 -5 9 -3 -8 12 -1 -11 -2 -10
right_child=6 3 4 5 -6 -7 8 -9 13 11 -12 -13 -14 -15
leaf_value=0.099321059668716308 0.14400814398266765 0.088967610008949802 -0.0013544833859282766 0.086989679329202541 -0.056105720608419708 0.026195935455622023 0.24618602435478545 -0.067028732089102774 0.11519298182042954 -0.0028214064535458869 -0.030077758641962438 -0.046799423483050342 0.0020358241666804957 -0.027914638721400865
leaf_weight=186.45635323267197 21.354700156371109 25.451785277546151 15276.888728299713 321.67397613159119 344.30549122978118 1149.4527449640882 11.931606139813082 175.77076189890067 28.545793544501066 297.87009496033716 28.928318582475185 726.24852648178421 142.06114567402983 45.907145416742424
leaf_count=2046 105 512 184095 2616 787 10150 108 3390 147 1833 96 16672 485 779
internal_value=0 0.00149724 -0.00141198 0.0290466 -0.00256125 0.039489 -0.0208175 -0.0472974 0.0572346 -0.0264952 0.0819415 -0.0340082 0.0205883 0.0269539
internal_weight=0 17508.9 15836.6 1672.35 15621.2 1471.13 1273.92 201.223 86.3845 1187.53 215.385 1024.12 163.416 74.4529
internal_count=223821 203692 187024 16668 184882 12766 20129 3902 1034 19095 2142 18505 590 926
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=14
num_cat=0
split_feature=183 0 168 171 103 27 130 168 19 128 40 73 70
split_gain=98.0104 123.794 166.271 97.9376 95.483 224.071 213.129 182.382 164.647 132.304 63.4041 42.7155 42.3975
threshold=0.94963904372125496 10.572238961678099 3.7089099466331601 0.11080947720940752 0.40079234425398191 0.43124795984059333 -0.34821327604012797 21.842923027773125 -0.20121042461369729 0.018831995175022632 22.13473682503032 0.38465795993306678 0.15904020579993738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 12 -2 -7 -8 -5 -4 -6
right_child=4 2 11 10 6 8 9 -9 -10 -11 -12 -13 -14
leaf_value=0.62975259021121943 -0.0051162824352646852 2.3059024270325863 0.16510423843957375 -0.022166752794380254 -0.069311103660051401 0.016115863394714641 -0.011985089700473609 0.025909890740473392 -0.041106670319109348 0.0080212946849698083 0.19806308462638078 0.48458031652321987 0.079349872660017806
leaf_weight=2.7775356088350227 12615.904251449589 0.41873018059414135 10.736969519668493 60.571077957898524 20.081860533973668 627.10709647221665 4426.5826238827322 2229.4567094138911 2537.232760175626 13051.473246175923 16.670613130801939 6.8584815543144932 429.24287408451346
leaf_count=43 167649 39 664 1564 432 1732 9361 13694 6650 19869 292 10 1822
internal_value=0 0.0996608 0.336499 0.046343 -0.000463788 -0.00560655 0.00470259 -0.000456813 -0.0297663 0.00295437 0.0253641 0.289632 0.0727057
internal_weight=0 98.0334 18.0142 80.0192 35937.1 18009.7 17927.4 14845.4 3164.34 17478.1 77.2417 17.5955 449.325
internal_count=223821 2612 713 1899 221209 189725 31484 181343 8382 29230 1856 674 2254
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=14
num_cat=0
split_feature=155 76 58 136 22 13 76 158 158 171 162 41 157
split_gain=73.5296 79.9057 217.032 201.597 172.559 141.651 213.312 150.808 25.8668 8.16393 1.40844 1.10164 0.874347
threshold=1.110886509209277 1.1698677047535997 -0.02201920061356533 0.52225937871030526 0.16006916209861907 -0.37533685062263872 -0.026671072363153452 -0.29443466336902685 -0.51717485057444401 2.1685082169781675 0.43969616091465408 0.29383092729065863 -0.53195462639253854
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 -2 11 -10 -12
right_child=8 2 4 -5 -6 7 -8 -9 10 -11 12 -13 -14
leaf_value=0.051409298124482632 0.078839889635113472 0.05628854077276714 -0.049124487630209712 -0.013094329576662365 0.015015863565963256 0.012110086536538526 -0.022828337293155712 -0.0027414001253477814 -0.11737176995393206 -0.048658233364307461 0.045242000421140696 -0.090293142057564169 -0.084718930195366637
leaf_weight=421.06542734149843 11.870685100555422 1434.1083473484032 730.81208111857995 591.49569350644015 984.47820365126245 8936.6176497479319 4791.1242043674283 29105.413432041329 39.558218174497597 8.7050585048273188 0.52472777664661308 24.224141575861722 38.520659358793637
leaf_count=792 22 1276 635 1777 2114 21650 17468 176362 550 24 2 45 1104
internal_value=0 -0.000158154 0.0138632 0.0360281 -0.0123116 -0.0013708 -0.0168311 0.000747427 -0.0774506 0.0248988 -0.0979306 -0.107087 -0.0829724
internal_weight=0 46995.1 3740.89 2025.6 1715.29 43254.2 5212.19 38042 123.403 20.5757 102.828 63.7824 39.0454
internal_count=223821 222074 5802 3053 2749 216272 18260 198012 1747 46 1701 595 1106
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=14
num_cat=0
split_feature=160 122 180 129 5 166 182 178 94 32 122 13 146
split_gain=45.0583 82.1902 129.774 124.699 91.8335 54.1574 77.9813 70.3404 28.1604 144.094 14.6132 11.5388 0.000744054
threshold=-0.40341581818908268 -0.30568416331203002 30.723560910307899 1.0239149164403389 -0.017378863529704917 -0.28478653294392503 -0.091460968978210183 -0.18646807206311347 0.0017012613904059241 -0.11359741774557897 0.69004361311740159 0.062704213301420078 -0.25785778428649958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 -1 11 -10 -11
right_child=1 5 3 -5 -6 7 -8 -9 10 12 -12 -13 -14
leaf_value=1.8945501523468704 0.11695401855506148 0.079933682160391914 0.0024782420374373838 0.51519335482550832 0.40573942011521935 0.034119684936006978 -0.037455790706160209 0.00024336196401816102 -0.059212904449161718 -0.080611444973669052 0.70220599497440594 0.082466542240183571 -0.084869358705550124
leaf_weight=0.45444731201860156 49.890130530460738 62.079887796302501 182.63956296072502 4.8701322697161222 14.130425472980276 628.63443910097703 639.79955200452969 24537.904255575413 174.20312293813731 0.58926712055108521 0.25554238902986881 5.9445500965230158 1.3520730733853257
leaf_count=22 417 1908 3301 86 108 6193 21037 173866 16637 70 35 140 1
internal_value=0 0.000878573 0.0577656 0.0157948 0.180694 0.000325435 -0.0270729 0.00108956 -0.0489427 0.291646 -0.0534658 -0.0545377 -0.0835769
internal_weight=0 26119.9 251.53 187.51 64.0206 25868.4 701.879 25166.5 182.799 2.39579 180.403 180.148 1.94134
internal_count=223821 206916 3912 3387 525 203004 22945 180059 16905 93 16812 16777 71
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=15
num_cat=0
split_feature=177 96 68 71 187 119 73 130 39 173 68 73 103 143
split_gain=45.6904 58.0032 119.497 88.7667 51.9132 77.6583 76.1803 48.4029 49.3818 76.7512 47.477 20.4677 20.3562 12.1588
threshold=1.0656154308100969 0.74836830290482614 0.1449051859404365 0.8582570890900737 -0.014351015201445983 1.0629594012298516 0.72194269223037066 -0.56722569250138521 0.092609677043428762 0.26606029978831075 0.71046183016419551 -0.13248525569858921 0.25473560352570701 26.382197110276326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 6 -6 -1 12 9 -9 -10 -3 13 -2
right_child=7 2 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.0059412787265408036 0.10275284917320576 0.60735259344964698 0.063400564307447463 -0.013390753281951327 -0.0058198961060976434 0.074592040572686799 0.12613843542085856 0.69314960748679688 -0.10784279199657601 0.060132842094675322 -0.022928644750011468 -0.084711506241316681 -0.085331414114893117 -0.083516257191059345
leaf_weight=6840.743535006528 47.955589172895998 0.42940275161799846 517.04095861055066 212.35635720130085 8711.3158460486939 121.77994132002823 53.139164421190799 2.204686529063113 71.71368358428299 14.596207918191793 804.60814203016525 89.068517101061843 7.6798235179739995 3.7806296774651846
leaf_count=96645 522 38 2730 2951 104532 3010 535 16 345 155 5030 7177 113 22
internal_value=0 0.00171543 0.0276626 0.0410436 0.000364375 -0.00471127 0.00686778 -0.0208075 -0.0266217 0.1432 -0.0298776 -0.081391 0.0665897 0.0891412
internal_weight=0 16545.9 818.895 729.397 15727 8833.1 6893.88 952.539 893.123 16.8009 876.322 89.4979 59.416 51.7362
internal_count=223821 217618 12896 5681 204722 107542 97180 6203 5546 171 5375 7215 657 544
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=15
num_cat=0
split_feature=72 117 190 12 85 76 9 19 25 66 121 168 137 186
split_gain=60.3882 91.7295 76.6747 71.5879 115.945 89.6137 61.5711 51.0342 48.6615 48.2757 45.4519 44.5846 40.5186 31.4317
threshold=0.66667888904224559 6.0987153874770161 0.8477490758669245 1.6496174368738881 -0.039494436405348866 -0.12987315617598791 -0.069219632767785921 0.070269300943690327 0.12208723236350442 1.9269599983424006 0.03064908242038997 214.1654674196491 -0.0083417088021646556 142.25000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 8 13 -2 10 -4 -8 -11 -3
right_child=1 7 9 5 -6 -7 11 -9 -10 12 -12 -13 -14 -15
leaf_value=0.050585153044539727 0.084038228003632157 0.0984116067379152 -0.025714369630469882 -0.05077630730118509 -0.011938311764798249 0.0065320019023840763 -0.035566926802858112 0.016032546649595438 0.0069033103467468736 -0.10139889214028204 0.041106282323111108 0.54752726328904688 -0.034294755746713222 0.29850093030104258
leaf_weight=313.30034569068812 117.33219823015679 159.09836656996049 364.48561559186783 279.99925500031532 5562.908638550909 10701.01739062771 259.03292760757176 93.449649113288615 269.97182051470736 121.09822952249669 141.24328788090497 1.3179875176865596 350.19290260924026 8.2584252880187687
leaf_count=2561 631 1897 913 25080 26512 148041 10330 1044 1791 351 678 18 3872 102
internal_value=0 0.025156 -0.00127492 0.000303629 -0.00860476 0.00507073 0.00499142 0.0752302 0.030271 -0.0285107 -0.00705226 -0.0326151 -0.0515372 0.108285
internal_weight=0 908.461 17834.2 16857.2 5876.21 10981 647.655 260.806 387.304 977.02 505.729 260.351 471.291 167.357
internal_count=223821 15813 208008 202194 29073 173121 12770 3043 2422 5814 1591 10348 4223 1999
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=15
num_cat=0
split_feature=186 117 133 112 195 109 21 49 32 195 21 117 110 66
split_gain=93.3763 129.667 167.384 127.533 118.694 118.281 116.806 114.985 125.431 78.354 74.7054 73.1876 49.0812 43.7857
threshold=45.750000000000007 9.7852461850313279 0.53760415764799296 0.75791861785605175 1.1022226932158208 0.045575039070062183 0.052909682358288905 0.7736620048328523 3.2082693816645498 0.51760180753540419 0.017909047265880555 0.66129619185662591 0.11756146887805326 2.0751042817944647
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 -1 10 8 -2 -8 -3 -5 -9 -13
right_child=3 6 4 11 -6 -7 9 12 -10 -11 -12 13 -14 -15
leaf_value=-0.018071332723560297 -0.026269434435290902 -0.11782086228588269 0.043863099446298209 -0.16191383047401517 -0.049409000146167573 0.00076449763135571255 -0.012598911731108199 -0.010551667886816709 -0.3228123756950354 0.029583172748142324 0.077811726430462053 -0.031521506077105847 0.052290711053963435 0.063984488475718457
leaf_weight=3861.8502072296578 3084.5906280900672 20.415670916001545 1244.6470381176769 17.160617744550109 153.23196629062295 24384.507535190016 720.76043588297762 226.36099201114848 14.329900898039339 1131.9137982154607 444.69734966091346 56.697331351111643 275.59839552128688 313.04870384023525
leaf_count=122773 5399 87 7879 28 422 78902 2428 330 7 2395 2062 59 435 615
internal_value=0 0.00164189 -0.000139111 -0.0145868 0.0336388 -0.00181074 0.0244207 -0.0204488 -0.0276407 0.0131727 0.0692246 0.0399697 0.0239516 0.0493395
internal_weight=0 31962 29644.2 3987.79 1397.88 28246.4 2317.79 3600.88 3098.92 1852.67 465.113 386.907 501.959 369.746
internal_count=223821 216948 209976 6873 8301 201675 6972 6171 5406 4823 2149 702 765 674
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=15
num_cat=0
split_feature=52 14 19 188 151 113 10 76 67 96 52 49 101 150
split_gain=74.5977 216.894 167.529 220.289 212.131 179.507 206.914 174.499 162.289 194.217 164.105 148.999 98.0657 35.8178
threshold=-0.032699940205518536 0.35329304462193162 -0.10380632163145286 1.8642417288755924 -0.32470965660181528 -0.2552897256549429 -0.15650617435312988 -0.058676834586059975 -0.033059116938408094 0.30457178644809196 -0.090214589580492485 -0.085327694066571105 0.13799151408434171 0.24826082212089526
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 -10 -1 -3 -5 -13
right_child=2 11 3 12 -6 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.018802893879135148 0.0074019583908969044 -0.031042008169600038 0.021566110852866555 -0.061044994777078122 -0.017560923762199306 0.022506105484333475 -0.0082633536171980975 0.089791569610503053 0.028802016736853911 -0.0045724994125560681 0.0051918205787992826 0.41968725117976335 0.037202719805905365 0.15097264671618726
leaf_weight=4537.7961350927071 555.95353545655962 56.270505915701506 1543.8840671039652 110.87328646983951 13518.725206128933 3236.255313605594 6731.1476244477089 478.17154977010796 4273.4489290637139 2945.438644566224 7664.6480503594503 5.1408224945189422 1214.030673019588 141.33274854678893
leaf_count=17763 13694 2345 5259 163 91680 11156 28437 3508 13592 6870 27955 6 966 427
internal_value=0 0.00437391 -0.00370382 -0.0101119 -0.0135505 0.00584142 0.00172699 0.0454983 0.00329976 0.0151846 -0.00373124 0.107269 0.028981 0.160404
internal_weight=0 19624.1 27389 16387.5 15062.6 11001.5 9967.4 1034.13 19421.3 7218.89 12202.4 202.744 1324.9 146.474
internal_count=223821 68958 154863 98068 96939 56795 39593 17202 66180 20462 45718 2778 1129 433
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=13
num_cat=0
split_feature=77 77 195 81 62 182 195 124 91 50 89 31
split_gain=42.9153 45.8251 116.885 124.414 110.085 84.4639 103.257 88.1166 29.3447 31.9679 26.2744 16.392
threshold=-0.35914641964089722 -0.059422314772975514 0.36394752248939749 1.3860296544790558 0.37731609324617349 -0.061792686652659988 0.38334715089788457 -0.41766469281199459 0.0035691656505717644 0.58528978596221048 -0.082844335801908114 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 -1 11 -11 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.33829672082159457 0.071017105110906975 -0.011011815599175908 0.011564976754632514 0.053759885161998366 -0.016805714583638286 0.026195342741427832 -0.0039639315823286466 -0.016276311061737596 0.14016021007732604 0.32214792847511009 0.0063030542566532904 -0.073880501429068365
leaf_weight=1.9831741675734509 124.09735221695155 9749.7960433688295 7661.7692456472123 305.85258011566475 1664.8890096772229 3040.8612794532601 1811.4660906352801 1696.0547039523663 3.6607841104269019 2.806458313483744 42.815577240660787 158.22386008407921
leaf_count=10 1757 83472 70158 1834 16228 22713 13640 12235 15 88 675 996
internal_value=0 0.000897784 -0.00156286 -0.00904172 0.00650056 0.00804549 0.0149363 -0.0103247 -0.0445449 -0.0482037 0.0257324 -0.0690403
internal_weight=0 26054.8 19382.3 10055.6 9326.66 6672.48 4852.33 1820.15 209.49 207.507 45.622 161.885
internal_count=223821 222037 171692 85306 86386 50345 36353 13992 1784 1774 763 1011
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=15
num_cat=0
split_feature=152 148 115 193 77 75 31 77 140 140 86 152 101 134
split_gain=44.4943 68.8235 56.0328 109.444 125.301 73.4655 70.7111 55.2726 41.4675 47.6822 42.6206 30.7825 28.3334 23.2686
threshold=-0.27097611583439801 0.53827580898617045 0.68653394479636998 0.34240527963467821 -0.24370005845240475 2.7582578855180831e-05 0.18965103634224326 0.52163025500767279 -0.12792432807404111 -0.2766524233937816 0.081384851663556287 0.45540499659905204 -0.17418913326705651 0.063633706656423317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 6 -5 11 -4 -7 9 -1 -10 -2 -3 -14
right_child=2 12 3 4 -6 7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.020628511875526483 -0.052713103362726901 -0.17598614843604676 0.1745894076688069 0.097237189232360036 -0.023941851246999182 0.0014256606050695212 0.037556847877292542 -0.05465494616746041 -0.069951508189033618 0.020505580932698744 0.00074392013122449288 -0.18524221354852077 0.030118560500869952 -0.079614749440324595
leaf_weight=545.1315217067604 118.62021829373953 25.030417707486777 39.443285613539047 98.036383816041052 658.32005702680908 13892.410369607547 831.27734623639844 177.9974409512979 194.30131706857151 583.39454515596299 151.98266596031317 20.564256650744937 23.564056792072961 107.38688402446678
leaf_count=3287 540 70 457 200 2819 168103 10914 16087 10227 2946 6774 34 540 823
internal_value=0 -0.0153336 0.00201388 0.0195921 -0.00823503 1.07064e-06 0.0437644 0.000716214 -0.00865265 0.000635867 -0.0389236 -0.072294 -0.0785021 -0.0598687
internal_weight=0 1630.79 15836.7 1627.08 756.356 14209.6 870.721 14070.4 1474.81 1128.53 346.284 139.184 155.981 130.951
internal_count=223821 24667 199154 14390 3019 184764 11371 184190 23234 6233 17001 574 1433 1363
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=15
num_cat=0
split_feature=157 196 196 127 173 23 109 10 10 85 160 122 100 122
split_gain=56.5848 76.2956 145.189 113.43 98.7855 85.3003 73.3931 72.9755 122.07 65.7697 61.4423 86.1037 51.4336 31.8274
threshold=-0.093773285101974233 -0.070529021671560069 -0.053205817585272625 0.1062132240036897 -0.054519892985922927 0.22134640590217616 0.071587767121634852 -0.0619947438092344 -0.20539349234640561 2.2081481068708642 -0.19797155642117537 -0.16637374121585563 0.042367762149001072 -0.29288206721190713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 12 7 8 -2 -9 11 -8 -1 -12
right_child=6 2 4 -5 -6 -7 10 9 -10 -11 13 -13 -14 -15
leaf_value=0.010146050917162124 -0.020111492459717165 -0.061791638331512404 0.01219757913433738 0.0627002928612925 -0.0043948659305254557 -0.066361526114814426 -0.032756642424487954 -0.035276168483889002 0.033852298763442493 1.1077289390989964 0.17505975417034111 0.054150483328451959 0.1089394936872862 -0.053491334894492919
leaf_weight=77.268415541417198 771.91546348347401 550.35055564811046 6952.832590031001 84.414631566294702 7414.6696901265022 49.61481691908557 372.04369775624946 504.38961849862608 917.33729120426869 0.50392191589344193 6.1488022090052246 164.36681212764233 165.71890626935055 672.03433504528948
leaf_count=799 5121 1628 40991 754 43640 305 1052 87774 13187 14 177 738 1605 26036
internal_value=0 0.00255326 0.0015669 -0.045236 0.00363468 0.053126 -0.0116944 -0.000777122 0.00919318 -0.0341354 -0.0314162 -0.00612658 0.0775238 -0.0514192
internal_weight=0 15294.9 15002.3 634.765 14367.5 292.602 3408.74 2194.15 1689.25 504.894 1214.59 536.411 242.987 678.183
internal_count=223821 89722 87013 2382 84631 2709 134099 106096 18308 87788 28003 1790 2404 26213
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=14
num_cat=0
split_feature=129 130 66 106 58 34 38 157 34 163 124 176 132
split_gain=93.4305 102.899 127.167 141.485 99.8894 98.5074 232.82 229.65 305.769 296.393 202.307 182.716 12.2931
threshold=1.0212563822485337 -0.23834301574668734 2.6594258979763477 -0.095604612254821725 0.5618830995644154 -0.05562280171012926 -0.041869963473963066 -0.071748039824284765 -0.11508908973776037 -0.33920338478474649 0.17824035914470973 -0.17697196717398259 0.1616923307275166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 4 -4 -3 7 10 9 -9 -1 -7 -8 -2
right_child=1 2 3 -5 -6 6 11 8 -10 -11 -12 -13 -14
leaf_value=0.038216695192353552 0.17797067173062867 -0.053273577098936813 0.027552152942309439 -0.026608940873416993 0.040418390617627822 -0.024662041787192557 -0.054526277740514342 0.084859475115670435 -0.01353082123430651 -0.019148084285992677 0.085894376279160398 0.0046030423623420911 0.080373080405375774
leaf_weight=1018.9039815594679 22.649309833301231 1110.8740682811149 862.95721823359781 1093.4823022926867 126.77949100719707 225.36403837420949 535.8227910135538 599.82154347493997 667.18110829476063 7763.3797190657551 623.28418996323308 21179.011216981831 29.999928683042526
leaf_count=9428 27 4671 2646 4331 177 14613 5675 2625 7278 23693 2452 146180 25
internal_value=0 -0.0163037 -0.0185893 -0.00271926 -0.0436762 0.00148434 0.00515214 -0.00675089 0.0330489 -0.0124927 0.0565354 0.003144 0.122359
internal_weight=0 3246.74 3194.09 1956.44 1237.65 32612.8 22563.5 10049.3 1267 8782.28 848.648 21714.8 52.6492
internal_count=223821 11877 11825 6977 4848 211944 168920 43024 9903 33121 17065 151855 52
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=15
num_cat=0
split_feature=129 100 120 88 131 169 37 156 130 128 11 110 117 2
split_gain=76.4577 176.118 166.096 201.134 137.057 108.001 96.3616 96.0002 93.5883 97.2952 169.564 133.067 37.1815 27.9758
threshold=1.0153701820172836 0.093846398671529066 1.0066839579978151 0.042411152444214388 -0.53973308466806935 -0.011037925588617022 5069.824825835527 1.3148302802912848 -0.53485097465921028 -0.057607709747676102 -0.1996252909225158 0.34734148129366871 25.523203643743056 0.66994936771344438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 12 10 -10 -11 13 -2
right_child=8 5 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.091793088433503117 -0.091941722376026047 0.010652733095247903 -0.064546115384112798 0.076227209534104098 0.0088748661370512353 -0.076942823550764858 0.071227994613401721 -0.051953189335909956 0.035526022643049271 -0.0073652592832355208 0.0024694038098700515 0.0050773571920784705 0.14284840689202044 0.089057694349744754
leaf_weight=226.83134484646143 157.57182193145854 564.15520008467138 555.06352518306085 124.20674593470176 1644.927345031072 675.16693145706085 46.943001441657543 432.85456941014854 2102.7459056557273 17062.047725579832 5921.667596396117 17320.000780300295 7.6845597755163899 9.0287118221749534
leaf_count=1370 2352 1296 23945 1421 18514 4039 205 2245 6448 88069 44763 29021 11 122
internal_value=0 -0.0131197 0.00355182 -0.0388053 0.0189234 -0.0378589 -0.0673105 -0.0165278 0.000916212 0.00121676 0.0111317 -0.00109728 -0.0722128 -0.0821327
internal_weight=0 4270.15 2551.03 679.27 1871.76 1719.12 722.11 997.01 42580.7 42406.5 8024.41 34382 174.285 166.601
internal_count=223821 53035 45250 25366 19884 7785 4244 3541 170786 168301 51211 117090 2485 2474
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=15
num_cat=0
split_feature=151 193 130 58 19 31 140 136 66 189 58 35 44 140
split_gain=43.8712 56.9828 51.0878 53.7293 53.6244 88.5994 73.9884 36.6246 28.5654 43.4954 26.0254 28.76 12.0491 6.51669
threshold=-0.38590520279073565 -0.026580518460199685 0.72374643180046949 -0.32929175225313562 -0.034125410154616766 0.32285043367142935 -0.03156537556598582 -0.10288976099217237 3.5505155726836981 37.500000000000007 -0.32929175225313562 0.17697913399129342 0.017058547246513688 -0.0032488515825171882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 6 -6 -2 -5 12 -10 13 -12 -1 -3
right_child=2 10 3 7 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.080833207552607922 0.0024301048483514518 0.25305962987374525 0.38552744430822816 0.10224952672488702 0.0031886212912901608 0.03160867400323638 -0.016769419604150102 -0.032044367752576512 0.092300712557961004 -0.073292415218928278 -0.060234389484703381 -0.0036253337256974003 0.072957084818789542 0.04283775547006307
leaf_weight=25.48781623995092 5591.4893815968244 3.4709778722317424 3.1585694029927245 20.958247160524479 15057.732409921678 1183.124628750651 3131.1402064760623 654.23640393084497 78.53548817698902 19.876575497924932 339.52863851709844 121.99229233832739 6.3670733864710192 2.563767341678612
leaf_count=905 43623 28 22 527 109910 8955 48434 3506 794 415 4938 1644 70 50
internal_value=0 -0.0262771 0.00112656 -0.0259509 0.00186236 0.00525898 -0.0044619 -0.0278758 0.0322134 0.0588554 -0.0425733 -0.0452711 -0.050094 0.16375
internal_weight=0 597.823 25641.8 678.353 24963.5 16240.9 8722.63 675.195 130.267 98.4121 467.556 461.521 31.8549 6.03475
internal_count=223821 8844 214977 4055 210922 118865 92057 4033 2184 1209 6660 6582 975 78
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=15
num_cat=0
split_feature=31 163 154 151 1 14 68 1 46 14 178 44 34 140
split_gain=43.1976 121.387 113.779 68.8901 88.8257 73.3347 67.0875 53.0863 50.4048 37.249 33.9088 27.8504 26.7705 17.6689
threshold=-0.15000488931475014 0.27412751765770932 0.16627087303381305 0.069281161017825804 -0.33476850204699865 -0.11047044621947434 0.43465955611427176 0.21097002006074725 0.23336443695872419 0.2649008701464986 0.44652753939214185 0.15816474447684417 -0.18640323099735578 -0.21474015835898461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -2 10 12 -9 11 -1 -3 -4 -11
right_child=2 9 7 4 -6 -7 -8 8 -10 13 -12 -13 -14 -15
leaf_value=-0.065556853265534107 -0.028147123200161731 -0.095753077313587079 0.11446621700308431 0.10902092397969186 0.0087485789256026569 -0.0003989788805201315 2.1441440186065104 -0.0068019366237104016 -0.10247650511522732 0.056772413945918809 -0.33568756119129245 0.14677115344503036 -0.078133294996594244 -0.072540920868363834
leaf_weight=52.315093082674139 1060.016249951932 5.043060962278104 7.4188231805264868 89.693083989941442 5872.8653823743152 9385.784167343767 0.13477588957175513 455.53939616321441 62.636980855662841 89.725698248192202 5.09991632902529 77.515237959421938 265.0682020802351 11.976682596345197
leaf_count=9779 51138 1032 1268 2359 41167 62662 8 14716 404 702 38 208 37780 560
internal_value=0 0.0424574 -0.000104791 0.00168064 0.0102569 -0.0032148 -0.0843203 -0.0371572 -0.018367 0.0820536 -0.0895513 0.131957 -0.0728895 0.0415442
internal_weight=0 241.81 17199 16408.4 5962.56 10445.8 57.5498 790.663 518.176 184.261 57.415 82.5583 272.487 101.702
internal_count=223821 12327 211494 157326 43526 113800 9825 54168 15120 2502 9817 1240 39048 1262
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=15
num_cat=0
split_feature=73 157 34 52 167 103 145 80 58 108 128 86 68 107
split_gain=56.9276 129.199 144.369 158.761 129.481 167.77 141.968 120.079 109.381 92.5218 90.3813 47.5053 49.4183 32.2155
threshold=-0.0015197410702459287 -0.35107307533242138 -0.030817894167485285 -0.0093281680481886627 -0.4205326089862011 -0.031124871559332898 -0.32931773167476858 -0.00076818440925462562 -0.21750709311700575 1.7550368618173875 -0.49131761239101818 -0.078952538315794837 -0.049372632512019461 -0.15686937207689086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -3 -6 11 13 -10 -1 -2 -13 -9
right_child=7 4 3 -5 6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.080471879743570035 -0.11448149035843797 -0.069884271602690423 -0.050359266587961839 0.050540569526032621 0.04327072784286258 0.048463180107977143 -0.00049461483879548347 -0.064538869599973125 -0.0046208918808018718 0.022564859642305556 0.075689127222480584 -0.07801203424166972 -0.013678511392904911 0.05230902967547614
leaf_weight=39.322332488838583 91.130210820141656 499.21272493270226 311.22826977504883 312.54297907848377 848.3323496353114 157.59836714621633 5868.6438459618494 334.4404498552758 7472.3680107619002 1503.8161405102546 644.87012225860963 183.96521445866529 340.22583857003519 25.38622816262432
leaf_count=91 6949 1911 1438 2455 7244 2148 87330 1650 57875 17080 9228 2276 25860 286
internal_value=0 0.0060269 0.0349919 0.000196984 0.000889074 -0.0414874 0.00503281 -0.0050536 -0.00223351 -6.63539e-05 0.0667141 -0.0478417 -0.0362564 -0.0562951
internal_weight=0 8681.75 1307.96 623.771 7373.79 656.811 6716.98 9951.33 9336.01 8976.18 684.192 615.321 524.191 359.827
internal_count=223821 111845 13212 3893 98633 4059 94574 111976 76891 74955 9319 35085 28136 1936
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=14
num_cat=0
split_feature=181 129 19 103 128 108 168 13 61 128 103 25 154
split_gain=88.2525 91.7571 140.771 141.109 140.635 170.565 135.537 131.035 22.8849 6.77286 6.30358 1.54411 1.13484
threshold=-0.15981216342930371 1.0187347616272378 -0.37679074278837454 0.2468433105052846 0.10069991162986422 1.8592141001717144 25.334883745377763 0.22805954168681628 0.89621246377260932 0.51129506511771849 1.1545404899771434 0.47881120698506657 0.16203544247456036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -4 -6 9 10 -1 -11 -10
right_child=1 4 6 -5 7 -7 -8 -9 12 11 -12 -13 -14
leaf_value=-0.091586029635359958 -0.014189914325447823 -0.0097176524873520687 -0.00091342470153468942 0.058466937173908579 -0.0028660589183403355 -0.057718185866938901 0.023527476435574936 0.054401713012756273 0.021490042450911025 -0.15060643351619765 0.087873224409633466 -0.26472251224550974 0.089358288668488467
leaf_weight=96.751274201553315 385.66242890638387 2543.0153806397575 20460.91354076481 870.96385045698844 7335.7814042134378 1044.2728433752054 2551.9367806612572 422.560362508455 4.3315728008747083 13.403086590325982 1.997705366462468 1.3008068799972523 5.7136669866740704
leaf_count=11243 8182 7494 158579 2364 18112 1544 11663 4364 28 216 13 5 14
internal_value=0 0.0001061 0.00357656 0.0361683 -0.00731757 -0.0236908 0.00179687 0.000253047 -0.0845747 -0.0973837 -0.0879555 -0.160702 0.0600931
internal_weight=0 35615.1 24269.5 1256.63 11345.6 3587.29 23012.9 7758.34 123.498 113.453 98.749 14.7039 10.0452
internal_count=223821 212302 180788 10546 31514 9038 170242 22476 11519 11477 11256 221 42
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=15
num_cat=0
split_feature=112 24 158 28 192 124 166 83 62 143 124 34 187 158
split_gain=74.14 323.263 246.442 243.869 208.905 296.7 172.475 167.518 280.568 191.607 152.281 157.571 149.249 135.378
threshold=0.0020693982120177576 0.063907890863423578 0.0072850333969170121 -0.039570354070830059 16.058139118381771 -0.083534183263118719 -0.34331387402470276 0.14548545676092381 0.38996667591715645 0.014969148872347198 -0.0072514951958855588 -0.018988106115098078 0.031900957040608663 -0.2756708115815763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 12 13 -6 -5 9 -9 -4 -2 -12 -1 -3
right_child=2 4 7 6 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.017682989891215761 0.037111571927793269 0.017266247636529005 0.014113514553042387 0.011947075751432095 0.040388740607820051 -0.014135057274756982 -0.054664925610235664 -0.028492068016064187 0.051546575791584948 0.069717378465227062 0.0020066551247629829 -0.01342788657152795 0.050850030681687468 -0.059358322759130937
leaf_weight=911.94611095549772 998.16438569186721 357.36036252998747 1281.0177670449484 459.51555664557964 2495.6743153923599 1663.1256805635057 2522.5156441581203 1173.0450426405878 698.90478101640474 1200.5029888912104 22372.711462097912 9390.6930709914304 487.71345258719521 649.89720697121811
leaf_count=37137 2510 819 14941 3332 12873 5384 41824 6440 1056 3160 59008 22850 5618 6869
internal_value=0 -0.00825815 0.00162252 -0.0282377 0.00868791 0.0185844 -0.0444004 0.0239761 0.00139089 0.0410134 -0.0013479 -0.00255649 0.00619744 -0.032173
internal_weight=0 9547.75 37115 4381.69 5166.06 4158.8 2982.03 4353.47 1871.95 2481.52 32761.6 31763.4 1399.66 1007.26
internal_count=223821 113856 109965 87911 25945 18257 45156 25597 7496 18101 84368 81858 42755 7688
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=15
num_cat=0
split_feature=57 178 140 15 191 46 0 194 191 76 25 10 74 128
split_gain=44.7214 56.6813 89.5594 82.8287 82.5236 60.112 59.5718 51.7577 57.3325 55.1012 116.485 75.1187 51.1276 27.5906
threshold=4.871651285704746 -0.022446865202965221 -0.11926109427778696 4.95678017237499 -0.26465724106621702 0.052813833873303358 7.2201209043549364 -0.09271664296505365 -0.19999999999999982 -0.057536988868128712 0.20899838214207025 0.13073239406664913 -0.26903980414663514 0.20303447569178273
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 8 -2 10 -9 -11 -3 -10
right_child=7 5 4 -5 -6 6 -8 9 13 11 -12 -13 -14 -15
leaf_value=-0.069718087068759316 0.069800163295736309 -0.082918696119605798 -0.085190828784831252 -0.61658458718540998 0.0063500065279987056 -0.019293786828774483 0.024136462581029229 0.0039008639367271712 -0.055338057917461984 0.0004887718322747767 0.070484260933013201 -0.014830702183616441 0.032148285359881117 -0.15937695618944156
leaf_weight=137.59150165691972 33.195896740187891 39.501434626290575 103.64478732818316 2.8265031608752897 1976.2843649508559 675.54013299910002 593.13964606588706 5742.340192545249 147.29742973600514 10007.525580598336 275.34567458601668 4705.9731700766715 1720.4451529329835 30.824076799210161
leaf_count=1872 340 293 896 14 30266 3534 2290 45476 928 86892 3630 31024 16349 17
internal_value=0 0.00870665 -0.0034299 -0.0807261 0.00178844 0.0176042 0.00101095 -0.00161588 -0.0508558 -0.00111397 0.00694746 -0.00441102 0.0295656 -0.0733421
internal_weight=0 5248.97 2220.35 140.418 2079.93 3028.63 1268.68 20942.5 211.317 20731.2 6017.69 14713.5 1759.95 178.122
internal_count=223821 55514 33048 1886 31162 22466 5824 168307 1285 167022 49106 117916 16642 945
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=15
num_cat=0
split_feature=70 95 155 157 157 157 90 139 181 128 13 118 119 2
split_gain=42.229 50.3938 95.8143 98.0633 70.8934 90.6016 65.4296 50.5112 26.315 29.0581 28.0492 23.3069 17.7285 0.000486506
threshold=1.279880211285533 0.65640872293635444 -0.10830061319107763 -0.35107307533242138 -0.50187659968875031 -0.21441156041075629 0.29820744045727571 -0.34642541371739166 0.15494532709115599 -0.42890574445680313 -0.16267489684162298 0.21702948311345427 -0.21966953973421519 -0.086590816439366849
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 10 11 13 -10 -11 -2
right_child=8 2 7 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.11757093416270198 -0.080348850282575379 -0.082568258735843905 0.17907415845431263 0.041428502647940069 -0.036506359942224835 0.00060276491471396645 -0.049441401657937672 -0.044375750230378624 0.18843846378599108 0.10449426361451508 0.22436449875747294 -0.082484745140938481 -0.078490004837667049 -0.082951019802514347
leaf_weight=92.08937599923911 4.4396262769032546 68.214513402073862 10.555160410585811 981.1539680138485 687.8515881607691 15120.635455122141 31.474530423504348 243.38250817925655 8.1126145093585347 5.4980304504460937 6.9856886107950213 5.2175667913397765 143.19090793933856 0.8572106361389159
leaf_count=4059 923 1485 26 3447 47533 152515 1000 8500 104 186 33 201 3807 2
internal_value=0 0.0011244 0.02003 0.0333681 -0.00042216 -0.00101191 0.0750291 -0.0350878 -0.0483453 -0.0590435 0.0927753 0.0823964 -0.0717238 -0.08077
internal_weight=0 17235.4 1303.31 1049.37 15932.1 15808.5 123.564 253.938 174.302 162.019 12.2825 13.3302 148.689 5.29684
internal_count=223821 218565 13458 4932 205107 200048 5059 8526 5256 4298 958 305 3993 925
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=15
num_cat=0
split_feature=44 160 90 125 161 9 61 95 115 152 59 24 106 160
split_gain=52.9319 88.7693 82.4469 78.9995 60.4855 96.4381 57.3845 80.517 85.4668 52.7783 45.9232 38.9264 25.5505 6.41821
threshold=0.39602780755834138 -0.023004945573148586 1.9988401295675755 0.082606429818391669 0.64688428030786049 0.12050080449231045 -0.049757621305018297 0.1250659667106605 0.01780405454325314 -0.43092653267952091 0.095800004525154345 3.4109990548686255 0.26851346238523727 -0.15811469552893029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -6 12 9 -9 -8 -4 -3 13 -2
right_child=6 4 10 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0086066298031697835 0.099532893354807722 -0.032406913925024726 0.036291496537829933 -0.0055856647734750346 1.0397439700695521 0.041009225132224304 -0.031524301652985802 0.10721251802577479 -0.0016898100035864201 0.096128140433459089 0.20421296915195872 0.66237876069327006 -0.095880657459656682 -0.090304559727759692
leaf_weight=6747.2226460544407 9.8255300630698894 1233.9617049218723 35.830510401108768 9367.1610828276316 0.97702773443597735 92.5942866942205 38.141611439277767 81.59166490228381 617.18765079338482 214.74845768651358 29.8573749816278 0.80691252637188782 55.165605580394185 2.1752174938883391
leaf_count=50783 98 88601 226 46700 320 3476 287 604 11634 15150 240 69 4751 882
internal_value=0 -0.00122768 0.00081252 0.000356764 -0.0260787 0.0514375 0.0222194 0.0285243 0.011026 0.0768752 0.112618 -0.0319529 -0.0671137 0.0651236
internal_weight=0 17508.4 16180.1 16114.4 1328.34 93.5713 1018.84 951.669 698.779 252.89 65.6879 1234.77 67.1664 12.0007
internal_count=223821 190415 97949 97483 92466 3796 33406 27675 12238 15437 466 88670 5731 980
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=15
num_cat=0
split_feature=112 77 137 80 106 16 83 169 146 129 146 25 93 193
split_gain=86.5142 213.512 202.506 240.448 174.275 238.029 172.76 158.554 157.282 163.124 139.021 121.917 111.887 135.024
threshold=0.11079122909254309 0.079982082619747472 0.051224114825182146 -0.032284228647552531 -0.1294090753797921 -0.075273885975842766 0.10856555239499076 0.40028942248788729 0.14955998761417913 1.0154778206637769 -0.3142672231339993 0.2315474711115334 1.4833118800422196 1.5767755463554727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 6 -6 -2 8 9 -1 -4 -10 -9 -14
right_child=1 2 10 -5 5 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=-0.061605761629215355 0.010163564908418059 0.22512328998902786 0.036815273339969604 -0.030570664674065381 -0.025114281211731773 0.029071713320257458 0.072386208890848999 0.010429201028711955 -0.065780061126964245 -0.00087251824219012741 -4.0664692804697274e-05 -0.0021470718141501713 -0.077799242490656353 0.023338788038813608
leaf_weight=512.33660092385162 776.72415278031986 37.288228316127061 1090.8053068707668 2684.4993396586979 1343.6165079007769 2043.9229316098972 1048.660938112007 4309.5907662644931 1059.0664356700399 3232.6503685253892 16574.218030386117 420.69833273247059 330.84988039918244 219.63075224868953
leaf_count=23527 6908 372 1716 20234 5287 7336 1639 23848 28804 69916 31284 2191 408 351
internal_value=0 0.00294109 -0.00167697 -0.0270677 0.0210015 0.00757965 0.0459097 -0.00799424 -0.0200875 -0.00918119 0.00223517 -0.0476892 0.00500644 -0.0374472
internal_weight=0 25599.7 20386.8 2721.79 5212.92 3387.54 1825.39 10084.8 5224.75 3744.99 17665 1479.76 4860.07 550.481
internal_count=223821 74776 53606 20606 21170 12623 8547 149045 124438 93443 33000 30995 24607 759
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=15
num_cat=0
split_feature=152 111 105 38 170 64 15 109 102 124 27 49 193 165
split_gain=72.4511 128.873 145.047 127.11 161.173 144.421 98.1728 110.76 100.424 157.551 138.98 85.852 62.392 53.2206
threshold=0.19828832678154715 0.1546034492607484 55.73806727090362 0.0091394622600151822 0.035908822368187814 0.24788102957680699 2.2411418078562404 -0.19576933999107513 0.15541814575518212 -0.15971169688712658 0.41531020125439161 0.6661888990337449 0.12365556286799512 0.39883757655494384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 5 -5 -3 8 -8 9 -1 -10 -9 -2 -4
right_child=1 3 13 4 -6 -7 7 11 10 -11 -12 -13 -14 -15
leaf_value=0.066513152446776594 -0.079828167878143397 -0.0039958091976485454 0.22082440551108756 0.057845197108450208 -0.00051179155136386152 -0.046435727993749447 -0.08433545063919512 -0.0041343828158121225 -0.0031901522135238426 0.010307637849351022 0.012565370173773141 -0.047505614176978295 -0.027900644465791109 -0.090479116992907047
leaf_weight=563.27723434549989 410.22778255121375 2895.9703820369032 27.495096762897447 602.38468329739408 2207.9653314473398 1108.8399835771997 195.29442357400694 5411.6275354617392 19917.096076467613 4352.1202336834394 7787.8622421113541 498.43797396472655 530.74364207129111 6.8624336163047692
leaf_count=6698 18081 26823 29 3003 6440 4106 13064 27252 78321 20043 14580 2188 3030 163
internal_value=0 -0.00917165 -0.0431702 -0.00430606 0.0119967 -0.0157464 0.00139756 -0.0102406 0.00357581 0.0167485 0.00123872 -0.00779219 -0.0505391 0.158646
internal_weight=0 7790.49 975.329 6815.16 2810.35 4004.81 38725.7 6105.36 32620.4 4915.4 27705 5910.07 940.971 34.3575
internal_count=223821 61675 21303 40372 9443 30929 162146 42504 119642 26741 92901 29440 21111 192
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=15
num_cat=0
split_feature=139 100 87 139 151 89 167 2 77 106 20 129 139 87
split_gain=41.2171 70.1956 81.5809 54.4203 105.697 102.336 107.042 97.5918 79.6255 53.2774 50.8398 44.5275 33.9417 48.1688
threshold=-0.40244293875561271 -0.15900028582073386 0.0072683594632254305 -0.12264819372275136 -0.27316904713567131 -0.0046665491674175432 -0.20463133930448493 0.18977401632770305 -0.023946222636453737 0.43432861913247678 0.43583590526231103 1.0155316109626573 -0.44856039124475949 0.0046900329740836274
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 11 8 -7 -6 -2 -1 -4 -5 -3 -14
right_child=3 12 10 4 7 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.1484396673130601 0.002756692051259663 -0.077868947176438413 -0.018866155216327285 0.016810692668765233 0.0032220809175352097 -0.12431718871811336 0.01908787200786639 -0.018437468978351045 -0.032276662300418334 -0.0067600145808908822 0.13474669520908972 -0.046582032998530726 0.19071546227788189 -0.032010436819982321
leaf_weight=59.562129749450833 3466.4099358874955 194.30972450552508 431.80804847797845 131.23897101421971 12694.44051529392 52.630229944246821 4727.143128948228 2487.9459741134197 798.14646949298913 35.1849160855636 22.676541413529776 711.5540456480212 10.00664030574262 327.68925874633715
leaf_count=313 27664 3072 4005 3162 111258 118 31574 15137 7688 261 232 16624 68 2645
internal_value=0 -0.0186815 0.00639541 0.00125947 -0.00224074 0.00746131 0.0175088 -0.000327281 -0.00380009 0.0908053 -0.0112016 -0.0367106 -0.0445705 -0.0254106
internal_weight=0 1081.24 549.232 25069.5 16025.2 9044.33 4779.77 15182.4 4264.56 94.747 454.485 842.793 532.006 337.696
internal_count=223821 10596 4811 213225 146181 67044 31692 126395 35352 574 4237 19786 5785 2713
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=15
num_cat=0
split_feature=134 154 131 73 132 195 89 125 131 158 158 24 73 93
split_gain=41.8543 42.5343 64.5374 80.047 45.1269 75.3622 49.9431 40.9774 19.8252 20.086 4.88606 2.08583 1.49722 1.04643
threshold=3.7025232817680718 -0.47416673193660208 -0.85778036194502283 0.82035400015361082 0.043955111146790786 0.27949829088432215 2.6485253125576302 -0.3097525053771763 -0.46991060871707763 0.12723822717977415 0.78798261828783278 1.0839006430864249 -0.030850928370911534 -0.030211089947034423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 11 13 -2 -11 -10
right_child=8 4 3 -5 6 -7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.1044156415405634 0.087103012938284596 0.0029486892255258016 0.072285955510330679 -0.079546391546796685 0.0015529271376702777 -0.041599004158846216 0.085347710606897609 -0.1256505249195338 -0.13677829414318463 0.1731876026583235 -0.22381764405914525 -0.089190643764861965 0.090602780279611661 -0.086925533437229779
leaf_weight=9.8973765894770604 0.72315683960914867 895.94459323030401 263.13125577457322 40.001563689438626 15305.813136688215 659.13484283656931 71.460224801689037 35.545374166220427 4.5476138531084862 4.2415003757923841 2.8835287084802976 9.3284078655997273 4.5503617785871011 56.795060306372761
leaf_count=104 3 11116 3200 148 194980 11427 1019 63 39 7 3 300 36 1376
internal_value=0 0.00101245 0.0355902 0.0522501 0.000300625 -0.0159333 0.00194233 -0.0755424 -0.07014 0.0200512 -0.0966014 -0.0765072 0.130445 -0.0906213
internal_weight=0 17280.9 348.576 303.133 16932.4 1555.08 15377.3 45.4428 83.0696 18.8434 64.2262 10.0516 8.79186 61.3427
internal_count=223821 222057 3515 3348 218542 22543 195999 167 1764 346 1418 303 43 1415
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=15
num_cat=0
split_feature=20 155 35 115 174 124 20 114 86 8 9 151 137 122
split_gain=53.9574 92.0624 98.5716 86.2142 81.7112 110.51 79.0277 76.7311 90.6905 68.0336 80.0834 64.9525 54.4159 36.7443
threshold=0.089250959138051658 0.012201094677915426 -0.020637893636318388 -0.10194149089058883 -0.14688482078814594 0.78542807517202362 -0.093371785793559856 4.3283003468699768 0.11366732181812311 -0.29507301247056689 -0.18513419240748699 -0.10751280960822673 -0.12799531326524732 -0.19062418928565947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 -4 11 -9 13 -11 -3 -2 -6
right_child=4 7 6 -5 9 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.0034741358405886791 -0.026689152652462418 0.0659238303350069 -0.0035445583609520874 -0.02764173113340998 -0.088487018497648937 -0.066703496308283747 0.022938585994465081 -0.0038672148749253343 0.026928165782942787 0.027519729576980869 -0.021414396480218326 0.018729818487183882 0.039905278441701247 0.084022655759803638
leaf_weight=1435.5494926335523 148.76594138360088 422.78746191403479 3270.0105036959612 2345.1232386830088 176.95219982496201 143.2898798789538 1719.1804706709863 2931.3787092879538 1419.3084123385779 388.04559265727949 2421.0037922840038 940.00305204598408 700.33379510604573 13.273190674342912
leaf_count=8967 2216 5255 49792 11184 407 426 25007 22091 11273 3522 71517 6042 6005 117
internal_value=0 0.00278733 -0.00364785 -0.0158268 -0.0103439 0.0145292 0.00558103 0.012665 0.00617905 -0.0185739 -0.0146546 0.0333711 0.0282376 -0.07645
internal_weight=0 14483.3 8769.86 3780.67 3991.66 992.39 4989.19 5713.48 4350.69 2999.27 2809.05 1362.79 849.1 190.225
internal_count=223821 139611 94950 20151 84210 8647 74799 44661 33364 75563 75039 11297 8221 524
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=15
num_cat=0
split_feature=68 156 11 193 117 66 182 194 137 137 169 17 169 69
split_gain=87.4386 92.489 167.268 208.562 161.325 231.591 160.431 141.5 58.062 68.4509 65.3554 47.8599 61.8912 10.229
threshold=-0.16783590994795561 1.3014031936661132 -0.33610442724584016 0.049608563066321477 3.8623393839518969 1.7662916112710156 0.75621413190726205 0.12827969032774283 -0.15095037231644304 -0.15469435907609519 1.5604982624230213 -0.24598664102869741 -0.01858638610561333 0.0075043796050162821
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 10 -1 12 -10 -13
right_child=1 2 3 -5 6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0076843204147533026 -0.0051140817833806159 0.089134603939717505 -0.035656640004223028 -0.0022376943496090723 -0.030219462807449263 0.022006579516466784 0.013557915695973869 -0.0099192229707124879 -0.065230865945049135 0.81064576436577007 0.69163411988401635 0.068997909888931702 0.088726828184677989 -0.09627135321591182
leaf_weight=73.622903003568354 5313.2005421118611 345.63113462897309 2116.488274864585 15870.810603403979 2148.9892808848381 7728.6750345092496 1371.3012400105945 247.47777396858874 77.673624135662976 1.1131106876400725 1.4241425730579056 3.8141891808991195 39.333761814101308 206.36214622512671
leaf_count=1478 17505 8749 113969 46969 5855 20442 2062 2979 880 22 16 110 160 2625
internal_value=0 0.00039645 -0.00444705 -0.00616996 0.00583017 0.0109577 -0.0131663 0.0478039 -0.0464301 0.0322093 0.0206634 -0.0647353 -0.0134757 -0.0932721
internal_weight=0 35142.6 18580.4 17987.3 16562.2 13041.9 3520.29 593.109 403.344 76.1602 75.047 327.184 117.007 210.176
internal_count=223821 218530 172666 160938 45864 37947 7917 11728 5291 1516 1494 3775 1040 2735
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=15
num_cat=0
split_feature=20 130 122 13 157 157 31 157 122 81 90 173 20 82
split_gain=75.3343 208.962 178.004 163.274 155.577 126.422 212.898 197.426 208.294 148.824 147.073 110.128 84.151 61.1163
threshold=0.36527077286485959 -0.0019057003409804047 -0.12501496320941549 -0.049734717621410678 -0.34250523300187552 -0.019546029201652174 1.1001292830178875 -0.14117334030865372 -0.15918555733531523 0.70207681397327404 -0.057958299572031038 -0.16967600001636918 0.372937111475585 0.51378526619017217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 -4 -3 7 9 10 -9 -7 -1 13 -13 -2
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.077708689605287096 -0.10249753554259151 0.00012731995396535558 0.041149425658640243 -0.022602012914530692 -0.098533133945382739 0.010451477366081423 -0.086239284608380318 0.018381029547079309 -0.024516535581126368 0.057568880784694812 0.0026670472898360658 0.073548426338682957 -0.08966044148962557 0.094084693656510135
leaf_weight=229.5199447320374 21.340874041983625 339.79107929964084 1005.1002529744292 669.2107062156756 301.78121188282967 6788.4950960055576 213.15612701310602 1397.1928220349364 5961.5163021909539 743.81770090619102 28063.749782460069 33.514294634398539 550.6778362005025 61.076930880662985
leaf_count=4735 731 472 1726 9417 3293 83081 3172 4570 19281 2382 71615 464 18849 33
internal_value=0 -0.0156944 -0.00149334 0.0156684 -0.0462803 0.000735663 0.0123153 -0.00178005 -0.0163716 0.0151043 0.00201503 -0.0650306 -0.0802974 0.0431826
internal_weight=0 2982.49 2315.88 1674.31 641.572 43397.4 7745.47 35652 7358.71 7532.31 28293.3 666.61 584.192 82.4178
internal_count=223821 34985 14908 11143 3765 188836 88635 100201 23851 85463 76350 20077 19313 764
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=15
num_cat=0
split_feature=18 92 87 21 130 101 59 152 167 186 136 182 137 1
split_gain=40.6412 65.7437 57.3992 115.389 100.724 56.5756 61.3148 93.9943 72.0645 43.2667 65.5203 53.295 35.8507 37.5971
threshold=0.42364077687376106 0.29732731230754439 0.015710187848653738 0.080077558056608864 0.41898550506674992 0.36209867419563163 -0.0089778959411513353 -0.078841957544469196 -0.16143685560269097 21.750000000000004 0.25647815544884872 1.0522367263424064 0.2682411213948761 -0.271366673916903
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=-0.01445564879134531 -0.0051058908566510158 0.030872506533272816 0.0093279998790282894 -0.088592575992496481 -0.023951734004090428 -0.049129470135330318 -0.039192931118553417 0.023700714463782562 -0.0039636206837279885 0.038040229405168546 -0.0028027459698376175 0.13948934352476061 -0.038985488424350123 0.019470644928798009
leaf_weight=1005.6534236007901 4838.3421282733907 731.24548509611486 7787.7934918038118 171.41615406776691 1029.6852843576416 114.18589758775124 655.74587356598749 1803.2528333995142 5070.1889234621794 562.56508859486348 1301.354474637621 48.148893033474451 731.74767529032397 266.01340910649742
leaf_count=13472 45501 4053 65021 1834 4993 2293 9839 14434 37906 3411 11255 355 7982 1472
internal_value=0 0.00334755 0.000585189 -0.00796251 0.00544167 -0.00482584 -0.00206166 0.0100399 -0.00799815 0.0177975 0.00952441 0.0375826 -0.0260426 -0.00113214
internal_weight=0 16470.6 13827.2 5009.76 8817.48 9646.79 8534.84 2808.91 5725.93 2643.31 1863.92 779.394 1111.95 380.199
internal_count=223821 136423 117349 47335 70014 87398 75651 27906 47745 19074 14666 4408 11747 3765
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=12
num_cat=0
split_feature=191 116 96 139 71 39 100 135 187 57 82
split_gain=40.841 40.6798 50.5758 45.2151 45.1355 34.5062 33.7974 21.0771 0.00528705 0.00275091 0.000702925
threshold=2.3802373788030766 -0.015123902548817597 -0.10288375906802337 -0.25125655983547829 -0.091995439210071112 -0.12102906590295893 -0.08242629320754398 -0.32233906629045589 0.52174697446267182 684.45448751082222 0.37270226826247876
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -4 -5 -1 -3 -2 10 -10
right_child=8 2 4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.015375547460797813 -0.085539197975633419 -0.039906498874815205 -0.012253395553218633 0.10699138800172087 0.0033513944711817175 -0.051880448268825909 0.070824584907064822 0.079635149967907284 -0.081124571820825553 -0.083474342964642123 -0.080397309467732242
leaf_weight=142.05866456352669 2.5465647772725779 16.967095295898616 2126.8316940044169 14.210817214142024 14424.944196093624 359.94574258629245 66.907691128850274 112.84117297526245 22.902639027313853 3.8320580362342289 31.664438356288883
leaf_count=2796 29 152 13368 5106 102447 95296 1235 991 452 14 1935
internal_value=0 0.000926315 0.00183387 -0.0250363 0.00134625 -0.0458463 0.0122244 0.06401 -0.0810789 -0.0808844 -0.0807026
internal_weight=0 17264.7 16681.6 583.123 16551.8 374.157 208.966 129.808 60.9457 58.3991 54.5671
internal_count=223821 221391 116958 104433 115815 100402 4031 1143 2430 2401 2387
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=15
num_cat=0
split_feature=157 80 124 193 19 104 77 159 29 131 8 25 80 67
split_gain=52.7899 69.9016 67.8917 107.098 105.032 53.9335 52.8076 37.6673 50.8021 37.6316 41.2815 26.348 22.6481 14.3683
threshold=0.0034080792639437428 -0.087100821637422596 0.070775666000050544 -0.05320581758527259 -0.11359277377482635 -0.034323916346275671 0.055792793105592479 0.12710636765781044 -0.03683330911575431 0.0058629368325823676 0.0094642406166751507 0.065935006243192637 -0.077295874662292 -0.10830345277865577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 7 11 8 -2 10 -7 -1 -9 -11
right_child=5 2 4 -5 -6 9 -8 12 -10 13 -12 -13 -14 -15
leaf_value=-0.081082566942901266 -0.019841055383494146 -0.029405699254592327 -0.018768829814198019 0.014002268046523148 0.0032730701459294902 0.05564132160041986 -0.26429564694914126 0.019764071919500189 0.06090568691945053 0.0046056851238257032 -0.07063199170345226 0.032625633240499365 -0.037600726510505174 -0.070505943205207422
leaf_weight=78.447547834322904 149.07626745043672 628.1831957401082 3033.3300298498652 5971.0071852249894 7524.4589115804774 62.954381157303942 13.110157503338995 89.550040222271491 163.2333447883866 27.743098443737836 43.974618714757526 27.529339019791223 297.36627844688155 310.52984228120476
leaf_count=704 4040 3356 20471 39576 46861 8528 23 17906 2667 796 21290 853 35093 21657
internal_value=0 0.00138365 0.00191359 0.00987022 -0.00305973 -0.0207937 -0.0749664 -0.00347142 0.0223625 -0.0479997 0.00371134 -0.0515449 -0.0243239 -0.0643457
internal_weight=0 17276.1 17157 6599.19 10557.8 1144.43 119.087 699.226 312.31 445.202 106.929 105.977 386.916 338.273
internal_count=223821 111844 110264 42932 67332 111977 1580 59706 6707 52271 29818 1557 52999 22453
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=15
num_cat=0
split_feature=158 109 130 106 165 6 144 28 19 190 163 129 163 20
split_gain=85.3267 96.0953 202.404 140.049 158.592 137.277 88.9078 109.956 77.9915 58.83 47.7887 28.099 14.4009 13.4159
threshold=0.69490829513858388 0.045575039070062183 -0.3222782376204622 -0.15490222026428144 0.088654282213445415 0.14212849854047868 0.15321428493647607 0.01681941315257655 -0.051776250010672896 -0.047550924014319998 -0.10807591261181555 1.0118840947129288 0.013570866118070445 1.0733228443429428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 11 -5 -4 12 10 -9 -3 -8 -1 -2 -14
right_child=6 2 5 4 -6 -7 7 8 -10 -11 -12 -13 13 -15
leaf_value=-0.094664603223258287 0.068242035867219872 -0.04402618871788859 -0.015863965758279443 0.039401684027187293 -0.023291159290923565 0.0032885717802356601 0.43693722300395105 0.21504492302695299 0.07017898180181234 0.07644004326027784 -0.076935283243809119 0.080413430845554634 -0.10425646676015909 0.11986398437637068
leaf_weight=9.6695239228802148 6.9003508486639467 44.620129039976746 4384.9689398324444 447.05046130613391 4142.0852978365247 25536.698383861367 1.8934608953495615 60.916841588914394 95.307057739410084 443.17202492634169 40.926330359296117 176.39620193897736 37.199619169965445 2.8774922469747244
leaf_count=127 261 491 19880 8966 107778 73147 87 130 413 1658 6865 2991 1005 22
internal_value=0 -0.000547462 0.00152347 -0.0137356 -0.0171839 0.0004818 0.0585501 0.0877549 0.126667 0.0654206 -0.0542122 0.0713149 -0.0651908 -0.0881649
internal_weight=0 35184.7 30409.5 4775.2 4589.14 29921.7 246.021 199.044 156.224 487.792 42.8198 186.066 46.9775 40.0771
internal_count=223821 215038 95176 119862 116744 93027 8783 7495 543 2149 6952 3118 1288 1027
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_c4min_norm=219
eeg_iqr_c4min_norm=159
eeg_sp2a_c4min_norm=138
eeg_at_c4min_norm=135
acc_diff_std_ratio=126
eeg_g3b_c4min_norm=118
eeg_kurt_c4min_norm=116
eeg_rn_c4min_norm=115
eeg_sp2r_p2min_norm=106
eeg_ar_c4min_norm=101
acc_diff_std_c4min_norm=91
eeg_sp_wave3_c4min_norm=90
eeg_rn_p2min_norm=83
eeg_sp2d_p2min_norm=83
acc_diff_avg=83
eeg_petrosian=79
eeg_ab_p2min_norm=78
eeg_ar_p2min_norm=76
eeg_g3d_p2min_norm=76
acc_diff_avg_c4min_norm=76
eeg_hcomp_c4min_norm=75
eeg_perm_c4min_norm=75
eeg_delta4_c4min_norm=74
eeg_ab_c4min_norm=73
eeg_perm=73
eeg_sp2d_c4min_norm=73
eeg_g3d_c4min_norm=71
acc_diff_median_c4min_norm=71
eeg_db_p2min_norm=68
eeg_g3b_p2min_norm=67
eeg_gr_c4min_norm=67
eeg_std_c4min_norm=67
eeg_theta2_c4min_norm=67
eeg_petrosian_c4min_norm=66
eeg_gama4_c4min_norm=64
eeg_sp2a_p2min_norm=64
eeg_nzc_c4min_norm=62
eeg_at_p2min_norm=61
eeg_gama4=61
eeg_fdelta_c4min_norm=60
eeg_gama=60
eeg_hmob_c4min_norm=60
eeg_iqr_p2min_norm=59
eeg_perm_p2min_norm=59
eeg_rem_wave_c4min_norm=59
eeg_alpha_c4min_norm=58
eeg_dr_c4min_norm=58
eeg_sp_wave2_c4min_norm=58
eeg_fdelta_p2min_norm=56
eeg_sp2r=56
eeg_as_c4min_norm=54
eeg_gama_c4min_norm=54
eeg_db_c4min_norm=53
eeg_sp_wave3_p2min_norm=53
eeg_gama4_p2min_norm=52
eeg_higuchi_p2min_norm=52
eeg_sp_wave1_c4min_norm=52
acc_diff_avg_p2min_norm=52
acc_diff_std=52
acc_diff_median_p2min_norm=51
eeg_petrosian_p2min_norm=50
eeg_gama2_p2min_norm=49
eeg_theta3_c4min_norm=49
eeg_theta_c4min_norm=49
acc_diff_iqr_p2min_norm=49
eeg_beta_c4min_norm=48
eeg_n_wave_p2min_norm=48
eeg_sigma_c4min_norm=48
acc_diff_std_p2min_norm=48
eeg_dn_c4min_norm=47
eeg_higuchi_c4min_norm=47
eeg_alpha2_c4min_norm=46
eeg_beta_p2min_norm=46
acc_diff_std_ratio_c4min_norm=46
eeg_ab=44
eeg_skew_c4min_norm=44
eeg_empty_band2_c4min_norm=43
eeg_gama2_c4min_norm=42
eeg_gn_c4min_norm=42
eeg_sp_wave1_p2min_norm=42
eeg_std=42
eeg_da_c4min_norm=41
eeg_g3a_c4min_norm=41
eeg_g3b=41
eeg_kurt_p2min_norm=41
eeg_hcomp_p2min_norm=40
eeg_iqr=40
eeg_n_wave_c4min_norm=40
acc_diff_median=40
eeg_gama3_p2min_norm=39
eeg_beta3_c4min_norm=38
eeg_empty_band2=37
eeg_g3r_c4min_norm=37
eeg_nzc_p2min_norm=37
eeg_sdelta_c4min_norm=37
acc_diff_avg_ratio_c4min_norm=37
eeg_beta=36
eeg_higuchi=36
eeg_empty_band2_p2min_norm=35
eeg_g3r_p2min_norm=35
eeg_g3t_p2min_norm=35
eeg_sp_wave1=35
eeg_alpha_p2min_norm=34
eeg_ar=34
eeg_dt_c4min_norm=34
eeg_g3n_c4min_norm=34
eeg_delta2_c4min_norm=33
eeg_alpha2_p2min_norm=32
eeg_g3a_p2min_norm=32
eeg_rem_wave3_c4min_norm=32
eeg_rem_wave_p2min_norm=32
eeg_dt_p2min_norm=31
eeg_g3n_p2min_norm=31
eeg_sdelta_p2min_norm=31
eeg_sp_wave3=31
eeg_beta3=30
eeg_fdelta=30
eeg_g3t_c4min_norm=30
acc_diff_iqr=30
eeg_abspow_c4min_norm=29
eeg_empty_band1_c4min_norm=29
eeg_gama3=29
eeg_gama3_c4min_norm=29
eeg_hmob_p2min_norm=29
eeg_nzc=29
acc_diff_iqr_c4min_norm=29
eeg_beta2_c4min_norm=28
eeg_delta3_c4min_norm=28
acc_diff_avg_ratio=28
eeg_gama2=27
acc_diff_std_ratio_p2min_norm=27
eeg_delta_c4min_norm=26
eeg_dt=26
eeg_rem_wave3=26
eeg_sp_wave2_p2min_norm=26
eeg_std_p2min_norm=26
eeg_dr_p2min_norm=25
eeg_g3a=25
eeg_kurt=25
eeg_gr_p2min_norm=24
eeg_theta3_p2min_norm=24
eeg_da_p2min_norm=23
eeg_ds_c4min_norm=23
eeg_g3r=23
eeg_beta3_p2min_norm=22
eeg_rem_wave=22
eeg_rn=22
eeg_ds_p2min_norm=21
eeg_empty_band1_p2min_norm=21
eeg_sigma_p2min_norm=21
eeg_gama_p2min_norm=20
eeg_theta2_p2min_norm=20
eeg_gn_p2min_norm=19
acc_diff_avg_ratio_p2min_norm=19
eeg_abspow_p2min_norm=18
eeg_dn_p2min_norm=18
eeg_dr=18
eeg_theta2=18
eeg_delta_p2min_norm=17
eeg_gn=17
eeg_gr=17
eeg_alpha=16
eeg_beta2_p2min_norm=16
eeg_g3n=16
eeg_rem_wave3_p2min_norm=16
eeg_skew_p2min_norm=16
eeg_delta2_p2min_norm=15
eeg_delta4_p2min_norm=15
eeg_hmob=15
eeg_abspow=14
eeg_as=14
eeg_beta2=14
eeg_sp_wave2=14
eeg_theta_p2min_norm=14
eeg_hcomp=13
eeg_theta=13
eeg_db=12
eeg_delta3_p2min_norm=12
eeg_g3d=12
eeg_sigma=12
eeg_alpha2=11
eeg_as_p2min_norm=11
eeg_da=11
eeg_sp2a=11
eeg_theta3=11
eeg_empty_band1=9
eeg_n_wave=9
eeg_delta4=8
eeg_dn=8
eeg_g3t=8
eeg_at=7
eeg_delta=6
eeg_ds=5
eeg_sp2d=5
eeg_skew=4
eeg_delta2=2
eeg_delta3=2
eeg_sdelta=2

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:[]
